tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=49
objective=binary sigmoid:1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49
feature_infos=[3:29.899999999999999] [1:4] [0:1] [0:1] [0:1] [0:1] [0:2] [0:5023165.9000000004] [0:6574190.4299999997] [1:4.2442464126568006e+17] none none [0:12960307.224838728] [0:1260021.483939823] [0:284447.40241984499] [0:173741.34077792065] [0:181463.71423879795] [0.015056922682468145:14280223.098335044] [0.0064816984831112257:3335048.3162400685] [0.0026933833871482247:867444.5247997992] [0.00084140788622160724:436516.9277936336] [0.010550665295104551:470224.11018153839] [0.011353382396772112:11509572.670653235] [0.00073627551879095745:2109775.6825152105] [6.2988745266365237e-05:803188.87299485237] [1.4600661849170923e-05:294823.4523203412] [1.1001556633150727e-05:387969.47486530506] [0.060231161041256344:129.34277649682804] [0.022075549704619123:190.5712791459448] [0.30626230463145948:603.62024815253767] [-0.96193624316292081:1532452074699351] [-0.98046638105690842:1024634172215207.4] [-0.87303780641968465:5068812529611704] [0:24507714.871776592] [0:1.6095053883741999] [0:762.56460384557204] [0.13319808020432639:24793226.319138877] [0.00097925044757890675:1.6215151517400874] [1.0046916295172639:662.76367025624768] [0:24838503.531314176] [0:1.6436358728750688] [0:384.40286124700981] [0.5:29.984886649874056] [0.5:29.017632241813601] [0.13319808020432639:24793226.319138877] [-1.9938227635199086:216.89294652493973] [0:0.594188376753507] [0:48616285781327800] none [0:1]
tree_sizes=3516 3499 3529 3508 3510 3512 3527 3500 3506 3524 3504 3522 3529 3511 3536 3513 3529 3496 3524 3508 3535 3519 3510 3510 3510 3513 3529 3519 3527 3539 3526 3539 3536 3525 3545 3519 3526 3536 3554 3528 3523 3508 3534 3534 3541 3540 3550 3544 3546 3550 3545 3555 3540 3539 3554 3533 3539 3542 3535 3550 3556 3531 3549 3547 3548 3555 3537 3564 3565 3552 3563 3536 3552 3556 3557 3542 3553 3565 3549 3547 3556 3533 3560 3534 3551 3553 3538 3551 3558 3557 3575 3555 3542 3557 3569 3555 3555 3553 3554 3526 3540 3552 3561 3551 3576 3539 3543 3492 3539 3559 3543 3547 3560 3560 3545 3558 3551 3546 3551 3541 3566 3549 3544 3565 3544 3544 3535 3540 3550 3565 3576 3567 3554 3516 3547 3570 3557 3542 3528 3544 3521 3556 3561 3565 3556 3549 3515 3541 3522 3539 3569 3555 3550 3573 3568 3570 3554 3532 3562 3571 3552 3531 3573 3476 3517 3528 3573 3539 3565 3554 3505 3541 3530 3544 3581 3555 3486 3574 3565 3556 3539 3563 3527 3536 3562 3582 3549 3539 3565 3582 3565 3566 3556 3555 3522 3544 3533 3544 3590 3495 3557 3549 3564 3576 3550 3532 3520 3495 3559 3574 3548 3569 3511 3549 3550 3524 3561 3521 3541 3569 3497 3534 3537 3535 3542 3536 3533 3495 3549 3542 3537 3442 3516 3544 3527 3561 3531 3482 3562 3540 3541 3511 3510 3513 3473 3503 3504 3536 3509 3527 3549 3476 3548 3503 3533 3534 3545 3538 3543 3515 3494 3506 3495 3498 3538 3507 3514 3550 3484 3503 3553 3448 3536 3511 3516 3432 3529 3423 3454 3546 3545 3529 3541 3521 3543 3543 3550 3437 3545 3517 3447 3473 3536 3494 3531 3505 3532 3480 3489 3437 3555 3500 3514 3450 3439 3443 3524 3474 3495 3443 3427 3459 3526 3543 3508 3526 3490 3537 3476 3502 3471 3482 3498 3518 3511 3479 3465 3506 3546 3502 3494 3523 3464 3447 3509 3520 3477 3471 3451 3530 3498 3468 3470 3486 3511 3478 3552 3542 3539 3508 3537 3475 3473 3435 3476 3526 3527 3519 3504 3509 3501 3558 3499 3495 3495 3541 3470 3474 3494 3472 3502 3549 3514 3480 3476 3502 3443 3533 3477 3466 3489 3439 3531 3459 3474 3523 3517 3502 3489 3497 3528 3461 3499 3500 3565 3479 3482 3481 3511 3494 3446 3479 3455 3512 3463 3467 3489 3480 3467 3531 3483 3523 3524 3475 3521 3512 3431 3483 3459 3441 3462 3513 3487 3477 3503 3503 3480 3531 3519 3489 3458 3453 3513 3493 3450 3505 3486 3503 3511 3481 3470 3452 3520 3493 3506 3473 3478 3483 3481 3501 3449 3503 3519 3456 3489 3447 3490 3505 3491 3501 3490 3470 3449 3508 3488 3507 3459 3523 3472 3448 3487 3496 3481 3482 3529 3487 3491 3502 3518 3497 3495 3443 3497 3472 3453 3493 3501 3492 3557 3530 3503 3482 3510 3503 3529 3466 3447 3441 3500 3527

Tree=0
num_leaves=31
num_cat=0
split_feature=8 31 8 47 47 26 47 1 1 0 1 22 16 26 8 22 47 0 1 31 26 31 47 22 8 26 31 38 26 26
split_gain=210414 29778.5 14698.4 7321.16 5793.26 5189.01 3705.3 3644.52 3371.89 2878.31 2636.76 2140.24 1790.56 1675.81 1391.25 1293.14 1182.35 1134.2 1020.93 953.411 845.318 810.494 785.606 763.448 761.059 739.7 729.621 683.393 682.396 674.715
threshold=2.1450000000000005 0.70116888664585264 1.6150000000000004 2.653479864991068 2.5261866087756708 8.0587059618842449 2.4691775104630014 1.5000000000000002 1.5000000000000002 5.1500000000000012 1.5000000000000002 31.105477627077459 5.8683332229450054 5.8130237405748071 3.0350000000000006 41.697523627736338 8.7523908089664655 7.4500000000000011 1.5000000000000002 0.31533063793454214 5.3343308287194811 0.37064128978349803 3.527165538851913 16.715133259976053 3.1250000000000004 5.9079591029323781 0.073765405587373045 6.1033470237121419 6.0061080848317969 18.179593690876285
decision_type=2 2 2 2 2 2 2 2 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 5 8 7 10 9 26 25 14 22 -9 -7 17 20 -15 23 -10 -14 28 -3 -13 -1 -12 -11 -4 -2 -17 -5 -20
right_child=1 6 3 19 -6 12 -8 11 13 24 16 21 18 15 -16 27 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.05358762331955455 0.0016795122119009254 -0.02533846401897619 -0.021847323923743063 -0.035140688580279161 0.052772319687771956 0.013941949320795621 0.089418993381131295 0.014299121359563259 -0.079944868978941458 0.057629405722364656 -0.055280749119821608 -0.046677633402466868 0.014920189216016684 0.0073985604020239239 0.052613630084306577 -0.067752008495195318 -0.040376460054107534 -0.029082459467882908 -0.071693959617738556 0.042925257143853562 0.033126231018097516 -0.011809480495027688 0.016570108862554517 -0.093429055530918209 0.083220271255720193 0.026137963813787274 0.040351873771867809 -0.024245622962201115 0.028491360050589366 -0.0012103074129985922
leaf_weight=2819.292857080698 1854.3963002562523 1117.5850765407085 1774.8142206072807 868.79600761830807 5561.0668916702271 1462.238545909524 30776.929394483566 2822.9008648395538 6605.5726061761379 4098.9996517002583 1363.0596882849932 5624.2555915266275 492.69336131215096 1341.9611229896545 5043.1820899993181 2192.627150580287 1145.0108725428581 1314.1095782369375 2651.1093150228262 2922.8204238563776 1383.7958455085754 2368.4229289144278 464.80367088317871 34673.382003381848 9976.1717402637005 1466.9038135707378 3563.2002050429583 1534.1801417022943 818.05885189771652 389.40675376355648
leaf_count=16205 7316 5394 8364 4471 12672 5184 33343 9975 43647 8691 7910 31060 1731 5044 11518 13616 6088 6503 16804 7599 4040 10386 1608 244358 12825 4617 9563 7350 2512 1573
internal_value=2.10413e-08 0.0578451 -0.0647289 -0.0299578 0.00872868 -0.0806683 0.078275 -0.00635954 -0.0457516 0.0624108 -0.0866036 -0.023127 -0.0325901 -0.0571371 0.0374922 -0.0346876 -0.0903968 -0.0715053 -0.0518477 0.0256505 0.00700495 -0.0363454 -0.0436581 -0.0919861 0.0757676 -0.00013359 0.0271147 -0.0498421 -0.00428163 -0.0626669
internal_weight=140492 74190.9 66300.8 20839.8 21794.2 45461 52396.7 16233.2 16230.2 21619.7 40465.5 10815.6 4995.45 12988.5 7544.56 5068.77 37181.5 7919.68 3533.21 4609.68 2501.38 7992.68 3284.1 36036.4 14075.2 3241.72 5417.6 3726.81 1686.85 3040.52
internal_count=561967 156783 405184 103723 80972 301461 75811 68300 89141 42468 276169 51421 25292 76160 20952 26010 258356 50150 20108 14582 9434 41446 17813 252268 21516 12981 16879 20966 6983 18377
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=8 31 1 26 47 8 47 1 47 0 47 8 16 22 26 47 26 0 31 0 31 22 26 7 31 1 22 31 16 47
split_gain=190261 29524.2 10986.6 6977.36 5112.03 4574.95 3660.33 3335.32 2714.01 2379.55 2166.07 2063.16 1818.15 1794.82 1713.23 1559.67 1430.32 1398.15 1279.03 1185.39 930.298 854.388 838.722 801.633 735.078 710.101 673.701 578.93 543.573 507.304
threshold=2.0750000000000006 0.600252366246251 1.5000000000000002 7.4484572387754211 2.3654099778013915 3.0350000000000006 6.112044692186446 1.5000000000000002 3.6732215048402224 5.1500000000000012 2.653479864991068 1.635 5.0982226593641942 43.656773888689052 6.4916386883166153 2.0042769508999183 7.0086927904690208 6.9500000000000011 0.41211632117247154 5.0500000000000007 0.48353532750284484 23.472887686081787 15.093316252552965 3.7850000000000006 0.45043347953996582 1.5000000000000002 16.715133259976053 0.073765405587373045 10.398595370490062 4.2059628292192066
decision_type=2 2 2 2 2 2 2 2 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 10 6 7 9 11 27 12 16 14 26 -5 23 24 19 25 -13 -8 -7 -19 -14 -23 -9 -1 -3 -4 -2 -24 -6
right_child=1 5 3 8 29 15 18 13 -10 -11 -12 17 21 -15 -16 -17 -18 20 -20 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.052193307099919962 -0.00019072803033884649 0.034362305026780525 -0.053444285689882624 0.0061166923528136376 0.022713244407413173 0.046589307540225507 -0.050722916750915385 -0.022156677895767647 0.036658959751629867 0.062128260866196619 0.039742319165501888 -0.071529780754118241 0.024481400130171596 -0.044156990938871654 0.015778599965361604 0.087146476568455256 0.050815850467906931 -0.056047067514645679 0.020964202258401184 0.077026888472989885 0.013027279066629614 -0.068724615838636177 0.032548895151952979 0.023124365761737833 -0.0015937115295420587 -0.021838217196540822 -0.089352289903475754 0.034591008665430668 -0.044099493634184792 0.055615392819555833
leaf_weight=3227.8518710434437 1936.321929872036 792.33624002337456 1358.4069301187992 1550.642232850194 1744.5740660876036 4797.075112298131 1503.386509180069 2136.0242426544428 1284.6766340434551 8664.4090574383736 1793.6428965479136 7291.9909740537405 321.67947627604008 6544.4690120071173 1959.9025211334229 27913.759280323982 1922.1337571591139 1049.2895328849554 1061.5649217665195 9600.5080223232508 910.35468928515911 4505.0248005837202 342.70966544747353 1802.00111079216 923.00338862836361 1933.8868134170771 34017.944423779845 3130.6426702141762 711.58843490481377 3566.7530500143766
leaf_count=18627 7752 2250 7928 5928 5572 11521 8610 10116 3590 16219 4802 46987 1038 36051 6795 28524 4364 6174 3507 13100 3282 28571 1023 5860 3789 9087 240673 8799 3916 7512
internal_value=-1.19801e-07 0.0531846 -0.0637456 -0.0715463 0.00245786 0.0722088 -0.0791374 -0.012008 -0.030446 0.046645 -0.0085693 -0.0824757 -0.0420461 -0.0281079 -0.0227498 0.0802521 0.0177845 -0.0614534 -0.0210535 0.0668855 -0.0239585 -0.0547452 -0.0593295 -0.00143652 -0.0409417 -0.00550437 -0.0879735 0.0212993 -0.0191842 0.0448083
internal_weight=140299 76484.9 63813.7 55909.3 20860.8 55624.1 47192.9 15549.5 8716.32 13312.8 7904.4 44628 7431.64 10482.5 6110.76 42311.3 4648.36 9251.64 2564.95 14397.6 1959.64 5881 5559.32 3938.03 4150.86 2726.22 35376.4 5066.96 1054.3 5311.33
internal_count=561967 166727 395240 361227 81662 85065 317161 68578 44066 31920 34013 305044 40476 52027 29211 53145 15701 56443 12117 24621 9456 34548 33510 15976 22416 11337 248601 16551 4939 13084
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=8 31 8 47 47 26 22 1 47 0 22 26 16 3 0 1 3 1 8 1 31 16 26 31 47 21 22 31 47 21
split_gain=172520 24616.7 12345.9 6317.79 4877.85 4161.41 3113.66 3015.4 2997.66 2282.72 2185 1615.99 1531.44 1293.95 1272.1 1213.78 1122.42 960.497 916.279 913.862 885.353 735.953 700.393 677.439 676.841 663.9 609.969 588.428 564.553 546.983
threshold=2.1450000000000005 0.73179137633322877 1.6050000000000002 3.1606295165894234 2.5261866087756708 8.0587059618842449 49.480329029936883 1.5000000000000002 2.4691775104630014 5.6500000000000012 18.158878503825175 8.3519019367071206 4.8861986535095134 1.0000000180025095e-35 7.4500000000000011 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 3.3050000000000002 1.5000000000000002 0.38340930133508394 5.5886079286495614 17.188171244277232 0.45870863842683979 3.527165538851913 5.5129412751270781 27.24354439076826 0.37064128978349803 8.7523908089664655 6.2392561028100415
decision_type=2 2 2 2 2 2 2 2 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 5 7 6 10 16 23 9 13 24 14 -7 -3 26 -8 -2 -12 -15 -14 -16 -13 -21 -4 -1 -5 -9 -17 -19 -18
right_child=1 8 3 25 -6 12 15 11 -10 -11 17 21 19 18 20 27 29 28 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.044419733076960455 0.034111483093180177 0.058929285089042306 -0.014854810388526905 0.0030417756225897714 0.048390418578936903 0.023470704719569815 0.010470125355394787 -0.039721583061308977 0.081635464721863421 0.070835272572516456 -0.051918491852987629 0.027843607841560036 0.015101652683812243 -0.0037004835435492977 -0.059650873544116148 -0.047643614555230036 -0.027234812938789207 -0.085275522508210966 0.040133091160298166 -0.06444026830073496 0.0097394915785398023 -0.031864784344876745 -0.00022098417862050892 0.031899702084693754 0.028639624831306949 0.044505644839063607 -0.073321599215223479 -0.014431417504953928 -0.04719113675989918 0.010294910456219841
leaf_weight=2064.0420409440994 4253.8651696592569 3866.5080557316542 2257.5443717986345 1569.8113069981337 5775.3028222471476 1045.6762184500694 1663.7320823967457 1645.8615130484104 30317.168247789145 12414.744122549891 2470.2073794305325 694.11679290235043 546.69977337121964 2198.5846455842257 844.53938838839531 4385.6993182599545 1434.1623138189316 33881.732564389706 2604.5862374007702 2797.9580203741789 1008.740219399333 2012.0999204665422 500.52261003851891 1179.5584466606379 374.53578136861324 2507.3311459422112 7532.6192418783903 1916.3898154050112 1001.8583486974239 3005.4540582895279
leaf_count=11644 11935 7453 10205 6104 13066 3336 5953 9060 32940 18210 14369 2172 1886 8931 5147 25038 7027 240961 6562 17650 3751 10433 2020 3462 1169 6188 49958 8636 5669 11032
internal_value=-5.20996e-07 0.0524928 -0.0587839 -0.0274119 0.00879309 -0.0737051 -0.00493418 -0.0406944 0.0715659 0.057087 -0.0790545 -0.0511736 -0.0301814 0.0373999 -0.0596671 -0.027516 0.0157575 -0.0820482 0.0200689 -0.0447718 -0.0218817 -0.0165502 -0.0546954 0.00119059 -0.0331987 0.0285409 -0.0672965 -0.0375442 -0.0841817 -0.0018286
internal_weight=139772 73836.2 65935.5 21252.2 22434.6 44683.2 16659.3 17175.1 51401.6 21084.4 39792.4 13738 4890.86 8669.68 11031.8 7965.82 8693.48 37353.8 4803.17 3845.18 1853.28 2706.22 3298.48 3437.1 2438.58 4077.14 9178.48 6302.09 34883.6 4439.62
internal_count=561967 156783 405184 106480 82687 298704 69621 94188 74096 41156 273812 80521 24892 22946 67916 39627 29994 260999 15493 21556 8898 12605 19670 13667 12813 12292 59018 33674 246630 18059
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=0
split_feature=8 31 8 47 26 47 31 1 22 1 0 31 16 47 0 26 1 26 3 47 0 26 22 3 31 31 1 8 22 16
split_gain=156800 20989.1 12889.1 5795.9 4464.59 3514.08 3357.64 2782.24 2571.07 2568.9 1679.02 1415.11 1315.32 1129.72 1083.14 1074.85 954.935 880.003 854.937 778.392 766.588 709.624 700.949 641.698 639.233 628.652 556.873 532.603 495.224 463.797
threshold=2.1950000000000007 0.600252366246251 1.655 3.1606295165894234 9.3525400674583192 2.7255572738755895 1.5840396685005385 1.5000000000000002 49.480329029936883 1.5000000000000002 5.1500000000000012 0.600252366246251 7.0510771875908498 8.7523908089664655 5.6500000000000012 6.9400055135947492 1.5000000000000002 8.3519019367071206 1.0000000180025095e-35 3.3894573187192738 4.9500000000000011 5.8130237405748071 16.715133259976053 1.0000000180025095e-35 0.30947036135562883 0.45870863842683979 1.5000000000000002 3.8950000000000005 24.351314394363712 5.5458276392634813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 9 8 10 25 18 19 15 17 -6 22 21 23 -10 28 -2 -1 27 -13 -11 -3 -5 -4 -14 -8 -9 -19
right_child=1 6 3 24 12 -7 20 11 16 13 -12 14 26 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.044083927562299535 0.031055241269395836 0.036442927519549299 -0.011374762305101609 0.0028483847130647399 0.020621625307342586 0.045378560920448618 0.039268676545417686 -0.033106117027914293 0.0075111981432606882 -0.045450420883901194 0.061548885879385166 -0.065262675139422077 0.017675909848852325 -0.031424869540550238 0.014110700021744202 0.048252663469611844 -0.038397374360633646 0.024997982329085996 -0.0030359709578694927 0.019547371912478101 0.079992530860949318 -0.0020289514313283213 -0.080784309888773428 -0.010263408472442944 0.044594195358320945 0.033127118318442318 -0.049753796439256828 0.070380422458373823 -0.069259023213385562 -0.03775686569613345
leaf_weight=3154.9588745683432 3650.6427906751633 1225.6415936946869 2201.7002770900726 1366.2716774940491 1403.3960136920214 4215.593279004097 1972.052125453949 1114.051432415843 1434.5614261031151 1459.9815840870142 11812.686684459448 1250.2990220785141 358.05639642477036 1267.1805436909199 1468.2332824766636 3785.8668898642063 5383.7067449986935 356.31215819716454 3705.9033628106117 566.98674756288528 28222.670497968793 687.72775749862194 36346.061184197664 1838.5079122036695 2788.7550020217896 1240.8331120759249 2113.8637275397778 4548.2425114810467 6325.6649482399225 1695.1131686419249
leaf_count=17846 10453 3173 9723 5285 4670 9691 4953 5938 5260 8380 19920 8102 1197 6580 5292 8298 29406 1140 15273 1876 29568 2882 259243 7793 6654 3510 12476 6379 41792 9214
internal_value=-1.17571e-06 0.0513699 -0.0549139 -0.0218613 -0.0694287 0.00530022 0.0672341 -0.0352694 -0.00661909 -0.0740824 0.0501285 -0.0459288 -0.0180381 -0.0778633 -0.0182826 0.0304342 -0.0287382 -0.0558506 0.0138816 -0.0343906 0.0764227 -0.0428236 -0.0794198 0.00841885 0.0308672 0.00466558 -0.0399866 0.0609707 -0.0638453 -0.026857
internal_weight=138962 71796.1 67165.4 20495 46670.5 18390.4 53405.7 16339.9 14174.8 42795.2 18662.7 12897.4 3875.32 39073.2 3406.26 6850.02 6818.27 9491.14 7356.55 3721.95 34743 1938.03 37806 3064.15 4155.03 3442.53 2471.92 6520.29 7439.72 2051.43
internal_count=561967 150167 411800 99532 312268 70083 80084 87593 60392 293925 39184 74360 18343 274203 16276 19264 34666 58084 25726 19722 40900 10984 267623 10966 11939 13233 13673 11332 47730 10354
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=0
split_feature=8 31 26 47 1 22 8 1 31 26 0 47 22 0 31 22 26 47 31 0 31 16 31 31 8 1 47 0 26 47
split_gain=142854 23262.2 8724.36 4906.98 4002.92 3549.09 2872.43 2753.49 2438.42 2343.37 1779.98 1565.38 1499.32 1467.26 1238.21 1130.39 1030.18 1014.07 841.522 821.378 816.925 782.278 656.93 649.593 582.465 570.486 569.781 562.388 538.349 527.316
threshold=2.0550000000000002 0.78085680248357259 6.4916386883166153 1.8582378376953992 1.5000000000000002 41.697523627736338 3.0350000000000006 1.5000000000000002 0.81584919780185861 18.179593690876285 6.3500000000000005 3.6732215048402224 31.105477627077459 6.0500000000000007 0.37064128978349803 24.351314394363712 5.6288996931682478 2.4168265740104231 0.22125424112327766 4.8500000000000005 0.29265134916193086 4.4428803008598923 0.081422609506016 0.30352038583002766 1.4650000000000001 1.5000000000000002 6.112044692186446 5.7500000000000009 5.2580270399126503 4.6871370798124614
decision_type=2 2 2 2 2 2 2 2 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 4 7 14 20 13 22 15 11 -10 21 28 16 -1 -6 29 19 -5 -8 -4 -7 -2 -14 -17 -23 -26 -16 -9 -3
right_child=1 6 5 18 8 9 17 12 10 -11 -12 -13 23 -15 27 24 -18 -19 -20 -21 -22 25 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.041141881864390245 -0.0036570801907404808 -0.014401388826842913 0.0010013266440425559 0.015977934151856839 -0.048674178459113301 -0.015947681781098583 0.042566019349092023 -0.016287767299488564 -0.057032579869289293 0.026544984296392279 0.022988815367240931 0.012514276888109464 -0.044037890094040993 0.059338742979338346 -0.014243088371935234 -0.081326445797801752 0.044561498827653138 0.078077767678944435 0.049265696899516084 0.068995301744066859 0.049778603537082564 -0.016476073123622297 0.032560031238696795 -0.015736098641579706 -0.070297298316703949 -0.06436790308728256 -0.021677217667585263 0.045633832673746461 0.026829875564414591 0.042445790027547455
leaf_weight=3536.0115550011396 1885.823293954134 1794.2200073301792 1966.0223665088415 2853.596146479249 3795.0493797212839 1223.3963445574045 4124.6634930968285 1267.5869622379541 1909.9699126183987 1305.0544204860926 1092.3909327089787 1040.1692300885916 5195.2949071824551 6157.8904912769794 896.76286052167416 26025.27819570899 2548.849892064929 24981.09617318213 5673.2665325552225 10233.38340125978 1523.637483894825 693.44909979403019 3725.7791573703289 3325.078251093626 9567.2377796769142 6019.5900954306126 643.08707632124424 696.91529113054276 1687.8884141296148 527.97895663976669
leaf_count=19763 7635 7917 8148 9479 22874 5798 9591 5776 12179 4100 3701 3734 29765 10454 4062 191156 5829 25302 12196 13769 3614 3134 10196 15329 65689 39574 3083 1721 5182 1217
internal_value=-1.97339e-06 0.0459406 -0.0563657 0.00714573 -0.0664004 -0.0212711 0.0656695 -0.00831365 -0.0713771 -0.0360588 -0.0279173 -0.0451604 -0.022349 0.0431187 -0.0246502 -0.0746367 0.0226136 0.0719918 0.0381256 0.0614029 0.0222982 -0.0527194 0.020389 -0.0329931 -0.0773558 -0.0594207 -0.067235 0.0119411 0.00833696 -0.00147652
internal_weight=137916 75982.4 61934 25614.3 48162.7 13771.3 50368.1 17087.5 43033 10281.7 3002.36 8976.6 11475.8 11028.9 5129.69 40030.7 4871.05 39339.1 8526.86 14358 3489.66 7936.44 5611.6 8520.37 36235.6 6713.04 10210.3 1593.68 2955.48 2322.2
internal_count=561967 169637 392330 95558 324228 68102 74079 73883 298682 56340 15880 52240 56052 25417 25546 282802 14963 48662 21675 23360 11762 48506 17831 45094 259928 42708 68772 5783 10958 9134
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=0
split_feature=8 31 8 47 47 26 1 22 47 22 0 16 26 0 3 43 21 1 1 16 31 26 47 26 8 26 26 31 22 47
split_gain=130282 17784.5 11139 5704.05 3709.87 3187.48 2441.04 2286.11 2220.74 1685.71 1635.43 1407.49 1344.62 1172 1004.05 921.176 900.551 783.663 742.479 682.616 675.434 645.609 639.511 637.293 633.637 614.218 574.244 561.903 545.529 529.043
threshold=2.1950000000000007 0.79734442496881475 1.5850000000000002 2.3654099778013915 2.107390103345979 7.4484572387754211 1.5000000000000002 52.284670304846394 2.4691775104630014 18.158878503825175 5.8500000000000005 4.5957212130857945 9.6523458528400088 7.7500000000000009 1.0000000180025095e-35 6.386755219675746 6.6926184852774631 1.5000000000000002 1.5000000000000002 6.7697778479491229 0.39034898467117213 6.8047665319127617 7.9236806708026855 6.2701885942046616 3.5150000000000001 17.188171244277232 6.8689266787134757 0.235961411688037 27.24354439076826 3.527165538851913
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 9 23 15 10 29 14 -7 13 28 -3 26 21 -9 -13 -14 -15 -5 -11 -4 -16 -20 -2 -6 -8 -1
right_child=1 8 3 16 27 11 12 17 -10 22 -12 18 19 20 24 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.039750732582693335 -0.012300254264904621 0.053881976860274905 -0.018043951151887741 -0.0097523496780297283 0.020672306800077367 0.020771510666551599 -0.034328802448550265 0.0086849269264546447 0.073225933000544349 -0.07513840697210826 0.063979289613923754 0.008533820416421669 0.031557846857089546 -0.048796815870119775 0.00047285514380719982 0.036371381010482276 0.041086351085722755 -0.032252931313820336 -0.058684331416568217 -0.029449745008840584 0.012646525376952808 0.04722964786281092 -0.037268276425928656 0.0246356079968073 0.037401668080621127 0.0009661469242591927 0.020146839286867467 0.051201759385981677 -0.064571357925797671 0.027260941497087705
leaf_weight=1945.6232489198446 3036.196745172143 3780.0396990776062 2099.9051704704762 2485.2971476614475 2236.1448709368706 1080.7237936109304 1809.1407143175602 1474.2841599732637 28602.167291328311 33464.43400940299 11067.507183551788 606.98817120492458 689.03702189028263 826.31725408136845 2292.9497542977333 3091.5593766719103 2709.4062669724226 5645.6390105187893 3341.1195131838322 1370.4667238891125 975.05810780823231 621.37107208371162 1153.2100164741278 1499.0508928745985 2354.1811465620995 495.56219871342182 2475.2689835727215 4623.297465890646 8483.564523383975 347.07004809379578
leaf_count=11213 13210 7120 9856 10893 6894 3590 10016 5253 31608 244788 15977 2224 2077 5046 8761 8238 6770 30155 21674 7264 3562 1428 6431 4656 5681 1998 8069 9201 57197 1117
internal_value=-2.71593e-06 0.0471702 -0.0505175 -0.0229559 0.0105671 -0.0658255 -0.0370351 -0.00281863 0.064356 -0.071127 0.0513423 -0.0304041 -0.0463845 -0.0527441 0.034746 0.014526 0.0200185 -0.0237761 -0.0428503 -0.00903877 -0.0155384 0.00164474 -0.0738768 -0.000266899 0.0191806 -0.0509796 0.00227215 0.0412493 -0.0592556 -0.0296064
internal_weight=136683 70679.2 66003.3 23568.6 22582.4 42434.7 17752.5 15722.9 48096.8 36910.3 19494.7 5524.39 14153.6 12094.1 8427.17 8603.03 5816.07 7119.92 4443.67 2059.5 1801.38 3106.67 34617.6 3598.96 4647.13 3836.68 5511.47 6859.44 10292.7 2292.69
internal_count=561967 150167 411800 118765 81020 293035 99674 64925 69147 263549 37539 29486 85162 75821 21562 29517 19091 35408 25896 9341 8608 12321 251219 14512 14442 23672 21279 16095 67213 12330
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=8 31 26 47 22 1 1 47 8 31 26 22 0 0 47 22 0 26 16 31 1 31 0 21 0 26 16 16 36 26
split_gain=119016 19866.8 7706.9 4711.01 3980.48 3096.55 3035.13 2625.58 2134.04 1902.68 1727.45 1720.4 1238.29 1060.31 980.353 946.847 942.414 848.988 780.555 777.959 769.516 701.395 676.139 663.711 631.247 623.815 894.357 608.492 512.336 510.198
threshold=2.0550000000000002 0.89469132668392526 5.7673598594612114 2.7255572738755895 35.084809883358943 1.5000000000000002 1.5000000000000002 3.6732215048402224 3.2250000000000005 1.0209980476392058 15.093316252552965 29.374206190478112 4.8500000000000005 6.7500000000000009 3.3894573187192738 18.158878503825175 6.0500000000000007 6.9400055135947492 9.6116746372011921 0.14151004456879787 1.5000000000000002 0.29782659622219554 5.1500000000000012 5.6975469598830246 7.0500000000000007 10.527160481374104 8.8486637921844373 2.8600271890828912 399.39600401151085 5.2580270399126503
decision_type=2 2 2 2 2 2 2 2 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 5 6 21 14 19 10 12 15 20 29 17 -11 28 -7 25 -3 -12 -2 -6 -4 -10 -17 -25 -13 -27 -22 -1 -8
right_child=1 8 4 -5 7 9 11 -9 22 13 18 16 -14 -15 -16 23 -18 -19 -20 -21 27 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.044160002332130632 0.001386086310822685 -0.0041879911243974154 0.0041697726281865787 0.04389509536215061 -0.013283189820233798 -0.038100821846114664 -0.0078674599249285403 0.021543664800315734 0.055416686963568842 -0.046395477920642553 0.040587199710515352 -0.04696955315938272 0.053898269414568822 0.036232451852529796 0.026644592854096684 -0.074264646025169009 -0.0029635120145403418 0.047632850929230336 -0.029810945572565709 0.036271154651388568 0.0056784321925493235 0.049213133897835021 0.072118737842499767 -0.062080967839290561 -0.0095156879157706833 0.038341048909115334 -0.03197436433106695 -0.059627950392570475 0.0010038410447259709 0.030915512876236596
leaf_weight=3019.9608611017466 2475.1437821984291 1893.4551813304424 1954.7643958926201 7211.7832193374634 1140.2186363190413 2190.4366565495729 1496.5993405431509 1738.0334576517344 7788.0483943223953 1027.0198436081409 764.47934758663177 4772.3799231052399 8222.9545064270496 624.24936178326607 783.32048435509205 31767.993242442608 3004.4495851546526 1356.6890371739864 811.95133359730244 4510.4702952355146 372.20806477963924 1549.1917013823986 27301.249095857143 2814.6520999222994 716.53497628867626 576.73226699233055 2094.6506523936987 8551.8073119670153 792.77221596240997 1956.7075904011726
leaf_count=17692 9514 7579 8086 15672 5120 12607 6388 5717 13301 6422 1998 27898 14478 1806 2389 237034 12789 2822 4258 11373 1582 3660 29404 19589 3500 1677 11181 57463 3407 5561
internal_value=-3.49944e-06 0.0422549 -0.0520504 0.0090533 -0.0233554 -0.0631269 -0.00297666 -0.0357802 0.0622909 -0.0676858 -0.044339 -0.0164877 0.0435712 -0.0151586 -0.0243022 -0.0699994 -0.0266 0.0174433 0.00432816 0.0239107 -0.0519621 0.0240846 0.0684117 -0.0719788 -0.0514146 -0.0361402 -0.0167938 -0.0569041 -0.0347692 0.0141077
internal_weight=135281 74661.3 60619.6 28098.9 16882.7 43736.9 20887.1 13378.7 46562.4 39140.9 11640.7 13901.5 11473.1 1651.27 4596.05 37489.6 10448.2 3250.14 1576.43 6985.61 10064.2 3503.96 35089.3 35299.2 3531.19 7443.76 2671.38 8924.02 3812.73 3453.31
internal_count=561967 169637 392330 102053 87884 304446 86381 76138 67584 280958 70421 65494 24879 8228 23488 272730 53545 10401 6256 20887 64165 11746 42705 260123 23089 40756 12858 59045 21099 11949
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=8 31 8 47 26 31 1 47 22 0 22 31 16 47 1 0 1 26 22 47 7 47 26 26 31 47 1 21 38 22
split_gain=108920 14940.4 10286.9 4437.06 3487.69 3157.46 2238.53 2131.97 1766.35 1733.23 1689.5 1312.72 1286.46 1106.43 1013.81 936.961 817.096 731.406 737.177 687.125 666.644 660.898 616.059 595.439 566.502 566.428 564.357 505.492 493.324 470.24
threshold=2.2150000000000003 0.50894869553282518 1.655 4.0120912923473986 7.4484572387754211 1.8285561343096999 1.5000000000000002 3.8359990012464831 49.480329029936883 5.8500000000000005 23.04428435076986 0.600252366246251 4.5957212130857945 2.7255572738755895 1.5000000000000002 5.7500000000000009 1.5000000000000002 4.9633789793010878 26.010031343636882 5.3141709348462394 3.7850000000000006 3.0610349435300717 6.3232139265456864 5.8130237405748071 0.5373426868922021 7.2094064421559469 1.5000000000000002 6.1856413059076472 6.1033470237121419 36.483562057015426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 6 10 9 24 8 20 13 21 17 -6 14 -3 23 -14 -8 -19 -12 -2 -1 -16 -13 -4 -18 -10 -21 -20 -24
right_child=1 5 3 -5 12 -7 11 -9 26 -11 19 15 16 -15 22 -17 25 18 28 27 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.042768514638610831 -0.0028900090110194295 0.040767907915083938 -0.0070398147461961606 0.033010543726897039 0.020963639876714232 0.067483329512117149 -0.061493606040048047 0.041789788118801581 0.0028870096780013246 0.055502827896552524 -0.070612794203141413 -0.054357518994292579 0.01196718828884025 0.051889672366113318 -0.018558738224554346 0.016690016289176737 -0.049542680844305929 0.015084796177115717 -0.054810147256897514 -0.050157774471646321 0.028698274026454397 0.014670241978806318 0.048299695489582947 0.0012786807661588516 0.034695344788083414 0.026305549130978829 -0.033575664355101703 0.02319001335024155 -0.020577170678320222 0.0028707906328783385
leaf_weight=3144.5811891257763 3851.2995485663414 2771.8215339630842 2523.9965191781521 3625.5850692391396 1217.527332931757 29809.266889214516 4614.1372490972281 2711.3088731467724 1346.3942877650261 12377.876636743546 32758.557191565633 1325.0983584374189 743.84257982671261 3308.6791795045137 1977.9326938986778 1604.2212812900543 3977.2190209925175 664.95959137380123 2683.7138916403055 1423.8010110557079 2949.3336996287107 595.66445735096931 876.49811765551567 754.86612765491009 1199.4981277883053 262.38556775450706 5009.8663088679314 281.30869740247726 1731.3428770601749 1627.039415448904
leaf_count=19385 15406 6231 10873 9771 4004 35594 31809 6010 5028 20496 247820 8705 2623 5863 8947 5594 25290 2436 17378 9033 8618 2245 1824 3127 3196 853 27696 1015 9116 5981
internal_value=-4.51385e-06 0.0439556 -0.0463168 -0.0172326 -0.0598927 0.0567521 -0.0278842 0.00141749 -0.00690224 0.0428073 -0.0655382 -0.0374276 -0.0251113 0.027929 0.016999 -0.0120215 -0.036368 -0.047083 -0.033994 -0.0690021 0.0108094 -0.0336209 0.00229781 -0.0341659 0.00640488 -0.0448485 -0.0258521 -0.0380569 -0.0413859 0.0187756
internal_weight=133750 68617.3 65132.3 20727.4 44404.9 52749.1 17101.8 15868.2 13156.9 22939.8 38203.9 13378.3 6200.97 10562 7253.29 3684.19 4983.45 9694.15 5080.02 34463.7 6800.63 3740.25 4481.47 2079.96 3723.49 4239.6 6356.26 1705.11 4415.06 2503.54
internal_count=561967 147694 414273 102005 312268 84936 92234 62758 56748 49342 279498 78165 32770 28846 22983 17426 28766 60739 28930 257868 24024 21630 16752 11832 14069 26143 32724 10048 26494 7805
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=0
split_feature=8 31 26 47 1 22 1 8 26 22 47 47 0 0 31 26 16 47 26 47 31 26 16 0 21 16 0 31 22 22
split_gain=99668.4 20228 5523.46 4796.41 3282.21 2610.72 2374.87 2106.42 1924.37 1906.27 1344.07 1111.43 1063.18 1053.53 819.95 811.847 819.036 784.523 741.709 722.124 640.715 633.987 629.992 629.573 608.706 571.266 514.163 473.345 460.784 457.344
threshold=1.925 0.94133054963414564 5.9562263212730677 3.6732215048402224 1.5000000000000002 29.773560936008789 1.5000000000000002 2.9150000000000005 15.093316252552965 29.773560936008789 3.6732215048402224 8.7523908089664655 6.0500000000000007 6.1500000000000012 0.24594957202229517 9.0810902916463228 6.4617550899695955 1.9415681514616345 4.6240196618304941 2.8006047455692302 1.050146596824076 5.2580270399126503 3.4707825585123953 4.2500000000000009 6.4013846524589768 9.4436331860201097 6.7500000000000009 0.600252366246251 34.206070883340473 55.359543120615307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 14 -4 19 13 10 21 22 20 15 18 -2 -11 -17 23 -3 -1 28 -6 -7 -9 -14 -10 -22 -24 -8 -13
right_child=1 7 5 -5 9 8 11 17 25 12 -12 29 24 -15 -16 16 -18 -19 -20 -21 26 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.035303100985779233 0.0045640937106427382 -0.011438258924167258 0.027199324443347384 0.043658266490380106 -0.0084424557829993249 -0.0042328377368209625 -0.054962982760588287 0.030072660101209615 0.043290906841647867 -0.046909669909386074 0.0085586241998856418 0.0096097698774210913 -0.035038246650586767 0.05161814326733935 0.036199097178700214 0.041460292839727055 -0.026161023798633682 0.068306686993973187 0.033622129620788831 0.017974769126471276 -0.052723347951888183 0.029583009960446906 -0.056659799523968081 0.058552905804415856 0.0091604945977892278 -0.013458756142460091 0.022794067093429328 -0.012567650397173211 -0.070648744881677425 -0.047985744354984455
leaf_weight=3331.2911291271448 3653.529194906354 1480.3083267360926 2076.1145307272673 6801.7267895489931 1994.1111349463463 721.86052723228931 5599.0774688720703 2449.058522477746 867.30609895288944 5502.1163244247437 1149.0164669007063 642.97994858026505 1088.0239360183477 4690.6236187070608 4661.9125341176987 521.84904243052006 3155.3704511076212 24768.6106268242 2383.9570726454258 786.07764957845211 685.35147216916084 2434.2452187240124 7340.7472469806671 9343.2994961589575 2742.5124815255404 907.43125331401825 335.8489436507225 663.7246755734086 28583.202852129936 742.91436433792114
leaf_count=19234 13603 6375 6692 14314 8760 3329 38849 6236 2122 33523 4325 2556 6010 8301 11402 1427 16455 27226 6115 2655 4695 6895 50289 13773 10495 4306 1165 3292 222980 4568
internal_value=-5.60942e-06 0.0363517 -0.0518844 0.00631376 -0.00354919 -0.0244558 -0.0611332 0.0580269 -0.0336611 -0.0158753 -0.0422758 -0.0651845 -0.0255201 0.0356922 0.0222997 -0.0347535 -0.0165646 0.0632529 0.0163606 -0.0251314 -0.0669135 0.01246 -0.0489693 0.0526381 -0.0033937 0.0142745 -0.0278874 -0.0530037 -0.0680794 -0.0212645
internal_weight=132104 77671.3 54432.9 32555.4 25753.7 13726.2 40706.7 45115.9 11650.1 17438.2 9875.35 36589.4 13009.9 8554.89 8315.44 9179.34 3677.22 36561 3864.27 4117.37 35203.5 4428.36 8726.33 11792.4 3830.54 1774.74 1021.2 8004.47 34182.3 1385.89
internal_count=561967 190910 371057 122884 108570 74355 296702 68026 67663 83565 61235 274813 67910 20791 25005 51405 17882 47235 12490 21889 267689 15655 56910 20009 16505 6428 5860 53581 261829 7124
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=0
split_feature=8 31 8 47 47 1 26 47 0 22 26 22 0 31 3 1 16 16 26 31 26 26 43 8 22 0 26 40 47 36
split_gain=91604.3 12350.4 9799.41 5281.98 2635.95 2175.57 2163.93 1800.84 1758.99 1626.22 1304.36 1237.82 1158.66 945.117 863.498 745.622 723.178 621.19 607.635 601.603 575.472 568.22 553.084 540.232 532.573 526.276 522.963 454.124 436.491 415.838
threshold=2.2550000000000003 0.55759694729012621 1.5250000000000001 2.3654099778013915 2.4691775104630014 1.5000000000000002 11.406365040636141 1.831691735656823 5.1500000000000012 18.158878503825175 9.6523458528400088 55.9420508651639 7.7500000000000009 0.27093495662967704 1.0000000180025095e-35 1.5000000000000002 8.2209624400947163 6.7697778479491229 5.5875912002043053 0.48353532750284484 4.5269838576416559 6.3779141787169724 6.8110712801330022 3.2250000000000005 27.24354439076826 6.1500000000000012 4.0336077903760126 0.22897751381642564 2.1448570856298468 528.81030306391278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 5 8 18 9 11 14 28 12 22 24 21 -3 29 -8 -12 25 -14 -16 -5 -2 -10 26 -4 -7 -15 -1 -11
right_child=1 4 3 13 -6 10 16 -9 23 15 17 -13 19 27 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.032558536622517634 -0.0029542442889990703 0.040748575661645053 -0.034203340641938654 -0.029654521576308115 0.063956654689284506 -0.052931228878886384 0.029733395615849107 0.028369934806972003 0.03713063505669404 -0.047778152915317083 0.029021432690069349 -0.026431940380539184 -0.037367905043825075 0.018603690277950152 -0.021493992697006765 -0.0667396272418979 -0.032973759808543578 -0.024663542265076055 0.019088954816250215 0.016286040120146669 0.018591901225207753 0.019849387347129797 0.029159548514104811 0.05854022199177731 -0.057271463071062678 0.020289411595499574 -0.0033079418142466371 0.050914512686802166 0.019973027465986941 0.0055946077145121002
leaf_weight=1628.9673940688372 4257.3830643445253 3466.158169016242 1564.9626960009336 1294.4385559111834 28154.912977188826 1134.6997052580118 782.70325204730034 5037.1893840432167 4340.0136751756072 1852.2595521509647 812.77513980865479 4908.8458464443684 1108.3682944253087 2695.2690405622125 1237.730595484376 30647.085339039564 1114.4243887215853 1598.7475971728563 2058.8406322002411 988.31598110496998 3236.4370662868023 1049.7607901617885 1957.0829600393772 9176.5338976308703 9850.2421731799841 618.05975349247456 997.81996487081051 1823.0128508657217 522.19866736233234 454.48944056034088
leaf_count=9585 17349 7512 8486 7019 34252 7567 2359 13696 9732 11655 2483 26155 6882 8828 5669 240910 6419 8665 6736 3490 9922 3393 5578 13149 70252 2123 4542 3720 1894 1945
internal_value=-6.58719e-06 0.0415295 -0.0422981 -0.0197475 0.0538954 -0.0323328 -0.0591158 0.00356701 0.0406934 -0.0619267 -0.0405473 -0.00766498 -0.046367 0.0182749 0.0220153 -0.0646762 -0.00710249 -0.00656966 -0.000397412 -0.012077 0.00750257 -0.00748607 0.00715915 0.0516658 -0.0523669 -0.0187753 -0.0297122 0.0316403 -0.0198064 -0.0372623
internal_weight=130370 65772.3 64597.4 27595.3 49611.8 20732.8 37002.1 16160.5 21456.9 35105 16491 11123.3 14079.4 6862.48 7940.33 32953.8 1897.13 2411.52 4241.86 2096.68 4474.17 2344.2 6214.47 13516.5 11982.8 2183.02 2132.52 4518.28 2151.17 2306.75
internal_count=561967 143014 418953 144186 80236 121226 274767 62778 45984 265989 103881 49082 92733 22960 23103 254510 8778 11148 17345 10372 15591 10412 22927 22881 82361 10609 12109 12548 11479 13600
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=8 31 26 47 22 22 8 26 1 1 0 47 26 21 0 0 0 26 16 26 22 36 22 1 16 31 35 21 16 8
split_gain=83974.3 17632.6 5070.3 4058.61 2889.11 2744.65 1958.3 1841.9 1759.91 1476.98 1298.29 1240.7 899.874 899.861 1069.04 849.963 848.095 783.802 998.318 773.977 685.605 628.422 609.372 543.521 523.434 505.994 499.826 598.856 480.333 465.58
threshold=1.925 0.94133054963414564 5.3343308287194811 4.0120912923473986 34.206070883340473 35.084809883358943 3.5550000000000002 15.093316252552965 1.5000000000000002 1.5000000000000002 5.6500000000000012 2.653479864991068 5.8130237405748071 5.7398058351460977 7.0500000000000007 5.5500000000000007 6.6500000000000012 11.406365040636141 8.8486637921844373 7.0086927904690208 9.7937240493571398 368.11462736174917 12.164182562587213 1.5000000000000002 3.2950906200784487 0.26581190530293292 6.6638170004340731 8.483558666928749 11.413662231785745 2.6950000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 12 25 10 11 21 -6 19 24 16 20 -15 17 29 -11 -19 23 -10 22 -1 -3 -7 -4 27 -17 -9 -2
right_child=1 6 5 -5 9 7 -8 28 13 15 -12 -13 -14 14 -16 26 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014538965834220159 -0.027266842622663739 0.034847140044048527 -0.0010471116801522725 0.041549367897354535 0.010809110393017357 -0.0094583496642219461 0.061778857382875689 0.036683662693735901 -0.017967675371899455 -0.045134541710514155 0.050890320682416758 -0.0039829690184008766 0.032791299107584743 -0.053438467328581887 0.01813471622345178 -0.045217126898291854 0.033728153753043409 0.047876907377603174 -0.028285631815506248 0.043269351462980159 -0.06623816047506241 0.0094992232674472946 -0.048719070682582799 -0.0094534863526739288 -0.053144609790330068 0.039073505840060224 0.018591828638733356 0.00040133378546474438 -0.016488571787339298 0.010913356207621133
leaf_weight=457.74174882471561 1942.7835444509983 1004.7139779999852 1835.761003933847 6327.2014195472002 3841.2555670812726 742.96375928074121 29389.042292498052 946.12148214876652 754.57865317165852 5419.5753890946507 8880.2733406126499 1747.4807842150331 5087.0191051438451 2031.9966314136982 701.93858118355274 1218.009342327714 1504.16822411865 555.35591831803322 1910.0185070857406 2106.7763761505485 29271.731340765953 932.08716870844364 2262.1721523702145 2227.1187995746732 8890.6628816872835 1374.1120617538691 1330.7016803994775 1757.467649191618 770.71665872633457 1355.6151757314801
leaf_count=1847 9913 2380 8322 13279 12965 3868 37009 2490 4099 33541 14960 7924 13370 14976 2873 7243 4052 1390 10310 4335 235547 3804 14359 9342 63344 3802 4890 7290 3802 4641
internal_value=-7.59425e-06 0.0336785 -0.0484774 0.00564661 -0.00311677 -0.0253075 0.0544089 -0.035462 -0.0588544 -0.0162269 0.0391758 -0.0427444 0.0181366 -0.0625246 -0.035062 -0.0247456 0.00261393 -0.0345021 -0.0111291 0.0196898 -0.0650251 -0.0259315 -0.0380732 0.00431872 -0.0497754 0.0161281 -0.00688067 -0.0182725 0.0128138 -0.0115751
internal_weight=128577 75857.1 52720.1 32249.2 25922 16307.8 43607.9 13097.9 36412.2 16032.4 14218.9 11381.1 9889.59 32760.2 2733.94 12191.1 4802.57 7884.95 2465.37 5338.61 30026.3 3652 2719.91 3231.83 9633.63 3209.87 4306.18 2975.48 1716.84 3298.4
internal_count=561967 190910 371057 122884 109605 93552 68026 81428 277505 77629 31017 75136 31976 257495 17849 64664 18606 45241 11700 16057 239646 20010 16206 11722 67212 12124 19423 14533 6292 14554
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=8 31 8 47 47 1 26 0 22 26 22 0 16 3 31 47 7 21 16 21 26 22 1 26 26 42 26 0 4 8
split_gain=77314.1 10371.6 9279.3 4814.19 2615.6 2011.66 1909.99 1741.07 1368.72 1263 1232.08 1086.5 905.576 897.123 870.178 724.689 628.611 581.047 568.786 563.535 506.08 501.775 496.644 483.604 477.693 462.57 434.741 535.078 427.216 420.197
threshold=2.2950000000000004 0.49173596982455275 1.5150000000000003 2.3654099778013915 2.7255572738755895 1.5000000000000002 7.9579556697814722 5.8500000000000005 16.207652683225529 9.6523458528400088 58.413274367025814 7.7500000000000009 6.1764842543189724 1.0000000180025095e-35 0.27093495662967704 7.2094064421559469 3.6250000000000004 6.6926184852774631 6.7697778479491229 6.9321123661819746 7.298485409650076 27.24354439076826 1.5000000000000002 8.4557508665906536 3.5074008408402313 15.460786992758576 4.7847300021385886 6.0500000000000007 1.0000000180025095e-35 3.8950000000000005
decision_type=2 2 2 2 2 2 2 2 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 6 5 7 17 8 13 -1 11 16 21 -8 28 20 -12 -2 -4 -11 -13 -5 24 -10 29 -7 -9 27 -16 -3 -15
right_child=1 4 3 14 -6 9 12 25 22 18 15 19 -14 23 26 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015893467553807616 0.00069597147379947457 0.042819423037682616 -0.014962834951093544 -0.024262050512085364 0.060964772977146808 -0.053837061573883793 0.010667154987101064 0.038145605462470124 -0.038871601549176862 0.027917409935229443 -0.021830717391790253 -0.029855406749161956 -0.040077504876403887 -0.013175354531833418 -0.01712071092554205 0.035269625013545629 0.028356067575153489 0.021519058663351135 -0.021919186603381755 0.022949032826763971 0.022693989327421185 -0.053723902970391063 -0.064415200564309952 0.027732385029396428 -0.0070304110740563534 0.058365801062416837 0.04306366884437219 0.034450888230003515 -0.029829060914567402 0.023917690217836223
leaf_weight=1653.3076761811972 4231.1683357805014 4338.853214211762 2629.5492733716965 1531.0530843958259 26323.814661487937 966.46984604001045 1309.6692932248116 4555.5391712933779 2044.6504527181387 865.78507422655821 5278.864424675703 1392.5219547748566 2674.8319482505322 2461.8482095971704 871.54182767122984 621.03875215351582 3992.0557995587587 1865.8985143899918 1690.2239235043526 792.99949813634157 917.80370417237282 10030.417807169259 27452.775615125895 2299.3639624118805 1250.2444203048944 7460.5244252532721 2729.7115884497762 1189.3032882586122 212.26440363377333 1106.7310048788786
leaf_count=8823 16234 8707 12457 8115 33051 6732 5032 9586 12730 2626 27215 8116 17025 10626 4108 1416 11317 5889 9178 2768 2813 73570 228180 6113 5990 10378 6111 3116 975 2970
internal_value=-8.81111e-06 0.0393451 -0.0387608 -0.0176809 0.0502738 -0.0295633 -0.055994 0.0377297 -0.0601633 -0.0374337 0.00161481 -0.0431709 -0.0233982 0.0227714 0.0175822 -0.0158202 0.0141239 0.000179486 -0.00503827 -0.0106957 -0.00666346 -0.0489661 -0.0626446 0.0098504 -0.0274377 0.0506999 0.0299762 0.012641 0.0394311 -0.00167161
internal_weight=126741 62882.1 63858.8 28723.5 48758.9 21484.1 35135.2 22435.1 31150.7 16988.7 14123.1 14432.7 3984.5 10419.1 7239.41 5899.9 8223.22 4495.45 2556.01 2185.52 2448.86 12247.1 29497.4 5867.94 2216.71 12016.1 4790.56 2060.85 4551.12 3568.58
internal_count=561967 138588 423379 151589 82406 127326 271790 49355 249733 108980 56182 97176 22057 29391 24263 28631 27551 18346 11804 10884 10928 86292 240910 19709 12722 19964 13335 7224 9682 13596
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=0
split_feature=8 8 31 26 47 31 22 22 36 47 16 0 47 26 1 47 3 26 1 47 4 3 31 26 0 22 21 26 0 31
split_gain=71016.7 9854.71 8918.52 3380.51 3234.04 2145.05 1783.05 1637.02 1252.75 1250.23 1101.85 998.339 980.9 826.637 792.391 790.634 771.176 748.945 689.324 653.273 573.526 554.368 536.391 517.813 474.379 421.386 389.866 370.479 364.095 354.694
threshold=2.3750000000000004 1.7450000000000003 0.94133054963414564 7.2219709770942915 4.2059628292192066 0.25072880676273107 28.525119184651576 29.773560936008789 539.68922845281634 4.0120912923473986 4.9186891277365854 5.8500000000000005 2.5261866087756708 4.2292184808997115 1.5000000000000002 3.0610349435300717 1.0000000180025095e-35 12.518688256497816 1.5000000000000002 6.112044692186446 1.0000000180025095e-35 1.0000000180025095e-35 0.48353532750284484 11.919958040928233 6.4500000000000011 37.414031349885299 4.6364760929529778 8.4557508665906536 5.4500000000000011 0.55759694729012621
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 16 15 13 17 11 -5 21 18 24 -12 26 20 -9 -7 -8 -2 -4 -10 -16 -3 -20 -1 -23 -24 -21
right_child=2 4 9 10 -6 12 19 8 22 -11 14 -13 -14 -15 23 -17 -18 -19 25 29 -22 27 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.045893644535641917 0.017887311236613936 -0.033318129769243823 0.045187339086270609 0.016832154895268448 0.033065142665300869 0.034806433006510012 -0.061945443995586602 -0.046041388308077837 -0.022915655119205191 0.062209134943344929 0.014103839006330887 0.053922961214981427 0.045688888790054401 0.02470947275429855 -0.049274194447653352 0.013099590583124921 -0.019263192109317803 0.0081097885527239757 0.023192441277605474 -0.040823554035344926 -0.049700348711953876 0.0062616604548773602 -0.012423088827582496 -0.014402553444445524 0.017796738599322983 -0.0060640846026149033 -0.012045016859197755 0.036713125540460537 0.028167038193473371 0.01848225312022286
leaf_weight=3630.5446448996663 3225.029167547822 1409.0300312638283 3464.1311598494649 1698.7355596870184 3926.3795626387 3122.7720211967826 29787.016064576805 6402.2177286595106 2680.8802838176489 20128.668010763824 891.49683900177479 10935.206804767251 4273.3650924563408 2818.8272728249431 3098.6971778348088 902.36072306334972 4880.1686623096466 709.25645822286606 1990.5295576229692 1160.4691763743758 347.71779550611973 2556.0268415957689 989.82882462441921 1621.6826968416572 669.62905782461166 3224.5073830783367 1111.0257995203137 1639.4824168533087 1250.3811281919479 322.09074082970619
leaf_count=25665 10170 8133 6415 6068 9722 7369 250342 41539 15398 23712 3144 16099 7925 8792 21987 3608 24130 2785 5932 7633 2187 8569 4954 8484 2324 14145 6171 3558 3753 1254
internal_value=-9.62212e-06 -0.036151 0.0393313 -0.0495125 -0.00781905 0.0131478 -0.0556645 -0.0173008 -0.02722 0.0535741 -0.0184492 0.0442267 0.0262108 0.00706948 -0.0291291 -0.0297985 -0.00634127 -0.0406407 0.0162278 -0.0603331 0.0113093 0.030384 -0.00782577 -0.0372941 -0.0168517 0.00510285 -0.0379624 0.0181612 0.0102324 -0.0279392
internal_weight=124868 65080.5 59787.6 44224.1 20856.4 21064.1 36913.5 16930.1 12032.6 38723.5 7310.61 18594.8 12611.2 4897.49 5611.88 5643.93 8452.92 7111.47 8337.81 31269.6 3572.75 7659.64 4921.09 4720.38 2078.66 5215.04 4741.57 4195.51 2240.21 1482.56
internal_count=561967 431756 130211 334356 97400 71858 294673 87678 68429 58353 39683 34641 35371 19249 33615 35444 36487 44324 27446 259229 12357 18542 24105 30471 10457 20077 31836 12127 8707 8887
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=8 31 26 47 22 8 1 22 26 21 0 0 7 47 22 1 26 47 31 0 26 47 21 16 0 22 22 3 43 38
split_gain=65326.5 14834.2 4326.5 3346.67 2245.97 1822.76 1818.86 1563.05 1509.77 1153.89 1128.15 1127.02 1035.3 922.395 874.929 810.652 713.426 692.898 605.024 566.242 489.01 459.557 454.145 447.188 438.103 404.524 389.916 347.887 339.828 437.773
threshold=1.905 0.94133054963414564 5.3343308287194811 1.8582378376953992 42.164451991274063 3.5950000000000002 1.5000000000000002 18.158878503825175 17.188171244277232 5.5588908734671056 5.6500000000000012 6.4500000000000011 3.1250000000000004 2.653479864991068 62.311606080885646 1.5000000000000002 5.2580270399126503 6.112044692186446 0.29265134916193086 5.8500000000000005 7.5278262768776605 8.7523908089664655 6.1348888432380937 3.2950906200784487 5.3500000000000005 38.810157160008849 23.04428435076986 1.0000000180025095e-35 6.386755219675746 8.2424550335748119
decision_type=2 2 2 2 2 2 2 2 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 7 6 18 10 19 21 13 -9 16 -11 28 23 22 -5 27 25 26 20 -2 -1 -14 -6 -7 -17 -4 -3 29 -8
right_child=1 5 4 15 8 24 12 9 -10 11 -12 -13 14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.025530734726163875 -0.011619544193829975 0.023085960167456364 0.020269028216151792 0.045511085146554629 -0.0076765238331568163 0.046006767351675928 -0.043703585742926633 -0.061126233552561117 0.018893396834805936 -0.048905335345845652 0.046176992467343247 0.015577138159208862 -0.01391182722118515 -0.0048725960502732351 -0.022788117599461533 0.022328503467489914 0.033222772888231361 0.034712310774968051 0.035035183528602791 0.034632162590567658 0.021081766203988685 0.043246203259199506 0.020195296108180955 -0.049562539989344373 0.060798997841813911 -0.0099303378486656855 -0.021347498828422573 -0.017224533127393464 0.0011679372115126405 -0.0069934834590397333
leaf_weight=2558.8369538784027 2381.0630604177713 814.39302118867636 910.45082569867373 3821.0907501652837 691.79297381639481 6612.0622330307961 4413.905109025538 27764.257843770087 1220.3198317289352 2253.9608253911138 8724.740788474679 968.91156348586082 1431.4612957239151 1590.4882683008909 4004.6502632424235 1644.4495441764593 3017.8447013795376 3103.8303795456886 1504.4595515429974 2267.5823972970247 2199.0287088677287 268.35303063690662 3067.3322537988424 8078.3468559980392 20601.267326794565 2375.9220595657825 1474.1236213669181 1561.4264130368829 655.60356054455042 995.22686427086592
leaf_count=15173 9942 2239 3337 7440 3715 11631 27210 237784 4120 17371 15441 4319 7107 7466 22092 4814 7169 6995 4466 5614 6530 686 10292 60516 24834 10221 8478 7150 2790 5025
internal_value=-9.98251e-06 0.0297919 -0.0445716 0.00443947 -0.0226693 0.0496419 -0.00705557 -0.0545918 -0.0337095 -0.0578389 0.0350641 -0.0295196 -0.0170457 -0.0399053 -0.00578907 0.026931 0.0170881 0.0169655 0.0102067 0.0141981 0.00408126 -0.0190025 0.00934283 -0.0462586 0.0572049 0.00326447 -0.00545795 -0.00340674 -0.0328288 -0.0369493
internal_weight=122977 73692.9 49284.3 32361.1 15470 41331.7 21415.9 33814.3 11580.9 30987.1 14118.4 3222.87 14568.2 10360.6 8503.44 10945.3 5393.66 7124.2 3889.03 6847.67 4580.09 2827.19 4498.79 8770.14 27213.3 4020.37 2384.57 2375.82 6064.74 5409.13
internal_count=561967 194536 367431 126072 92098 68464 96602 275333 75817 259474 31999 21690 74516 71697 39491 29470 16558 22030 16281 22086 16472 15859 17399 64231 36465 15035 11815 9389 35025 32235
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=0
split_feature=8 8 31 47 31 1 26 0 26 47 0 31 22 0 22 26 22 22 38 21 26 23 16 26 26 26 47 3 38 1
split_gain=60170.7 8763.74 7864.75 4125.89 2162.67 1842.97 1774.28 1425.53 1236.49 1017.26 965.534 938.247 918.068 800.486 745.086 716.982 705.613 636.279 634.821 612.442 509.071 494.001 469.502 468.02 467.149 447.59 472.593 424.812 423.333 388.909
threshold=2.3750000000000004 1.5150000000000003 1.0796486137716805 2.107390103345979 0.26581190530293292 1.5000000000000002 8.1504891883605541 7.7500000000000009 12.212034763991637 4.0120912923473986 4.6500000000000012 0.40461914878739919 28.947044177854249 5.8500000000000005 46.772293283108951 6.5519550530099702 59.69771066302777 9.7937240493571398 5.7115844762735035 6.2392561028100415 4.9252221259052362 4.4885101554087115 10.398595370490062 8.1504891883605541 4.0879037604265571 4.4639076477674431 5.3141709348462394 1.0000000180025095e-35 7.8874562869717435 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 16 20 7 12 17 13 23 15 24 27 -8 -5 -2 -7 -16 -9 21 -1 -10 -6 -3 -19 -27 -4 -14 -12
right_child=2 3 9 11 10 8 14 19 22 -11 29 -13 28 -15 18 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.024528411032820427 0.0065483723858944026 -0.03529961460013669 0.043275840485257816 -0.023439336368373198 -0.00640986452413983 -0.0064087267652219379 0.026527123920898722 -0.021665525730149002 0.022397946626623946 0.059741566742019081 0.048773594149978478 0.029438463097392616 -0.053794083097995909 0.051775267256554416 -0.034027726793571508 0.020706128229936737 -0.022307764880386608 -0.062915550049780208 0.010106523946665166 0.027089949985092052 0.0087030228929688442 -0.044632494729565236 -0.037608048667466934 0.023557337444796642 0.0005321451255043461 -0.052229387289969301 -0.0037366682834609568 0.01796108542397255 -0.030473571676409614 0.027570007908065925
leaf_weight=313.89724382758141 5017.080470174551 1966.4644946753979 3010.695079728961 2077.8475560769439 2560.5906038060784 594.30129250884056 1736.6007823944092 1446.7802661135793 647.43232470005751 18498.988162964582 3541.9773851856589 4864.7682287842035 7681.4996066093445 9787.0962613597512 1792.1880267038941 1650.248426117003 3666.8818219900131 19335.631676457822 1493.986081674695 1160.9717829152942 1316.6033008471131 1454.9691221043468 656.54247363656759 2652.6478500366211 1692.5215869769454 8083.1153694391251 535.72779153287411 3686.5196680873632 2606.2857590615749 5552.9076456129551
leaf_count=1278 18186 12378 5607 11346 10348 3123 5385 8187 2226 22709 6174 13370 58429 14718 10638 5220 19298 176219 6260 3729 5558 10020 4174 7717 7312 66431 2761 10517 17712 14937
internal_value=-1.06543e-05 -0.0337936 0.0367634 -0.0143251 0.0140474 -0.051626 -0.0259935 -0.0338911 -0.0554284 0.051693 0.025994 0.014975 -0.0402356 0.0426608 3.62241e-05 -0.00389827 -0.00563639 -0.0576031 -0.0139631 4.04227e-05 -0.0148376 -0.0323594 -0.00781467 0.00883832 -0.0187251 -0.0586915 -0.0492152 0.0293412 -0.0478861 0.0358277
internal_weight=121084 63108.4 57975.4 30170.2 22992.1 32938.2 21577.3 16554.5 29852.8 34983.3 14308.1 8592.86 13946.8 16484.3 5022.77 3728.1 8683.96 28548.8 3286.17 2607.75 3085.47 1768.87 1303.97 5213.24 3658.99 27954.5 8618.84 6697.21 10287.8 9094.89
internal_count=561967 431756 130211 159966 76660 271790 130030 107747 254934 53551 39176 29936 95831 30842 22283 16566 37484 248534 16898 11916 16856 11298 6400 18065 19690 245411 69192 16124 76141 21111
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=0
split_feature=8 31 1 47 26 22 8 47 16 0 1 26 31 22 35 26 47 21 0 36 22 0 40 1 21 26 31 26 40 26
split_gain=55386.5 12963.1 4079.97 3296.84 2510.95 1827.54 1374.45 1226.06 955.829 904.44 875.393 837.843 772.458 763.845 761.746 600.836 572.095 532.64 524.967 504.537 519.786 495.647 475.151 457.155 455.471 701.075 452.533 419.956 412.698 388.55
threshold=1.905 1.0796486137716805 1.5000000000000002 1.8582378376953992 7.4484572387754211 32.850503713838954 3.5550000000000002 8.7523908089664655 5.8212223652991666 4.4500000000000011 1.5000000000000002 5.106798972063916 0.22125424112327766 34.206070883340473 7.0403780603535839 5.6288996931682478 4.0120912923473986 4.5013477699617441 6.3500000000000005 355.15747075206576 12.164182562587213 6.2500000000000009 0.26482654785243187 1.5000000000000002 10.582292799696132 12.212034763991637 0.46682326109687272 4.7198604532631423 0.18831749777970813 7.4484572387754211
decision_type=2 2 2 2 2 2 2 2 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 11 5 7 15 9 13 -6 22 -7 19 29 17 24 18 26 -4 -2 20 -1 -19 -3 -14 25 -12 -10 -25 -9 -5
right_child=1 6 4 12 8 10 -8 28 16 -11 14 -13 23 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.016521311388934975 -0.013327733244153964 -0.0064881305673409693 -0.048464129657256452 -0.012629132750016562 0.008436585356735582 0.0056736876688742955 0.054891782632814537 -0.029423023897648462 -0.044043229859654691 0.041645393620831674 -0.046748983856985574 0.01605290684867022 0.049871468306637509 -0.058476522778698449 -0.0010059515588889754 0.026264669071352765 0.016787458149751421 -0.034274831352849387 0.025739680159423791 0.011832763380794415 -0.043724631143291975 0.022247189344403132 0.039135498629443377 0.0042734284946539594 -0.016885140841638068 0.023157900494640466 0.011432386114282215 0.034530507461304115 0.024480141756018817 0.02211500177708799
leaf_weight=437.42514735460281 2667.2697593793273 1771.7233634144068 3995.7076595500112 1499.14734043926 2091.9298858270049 3509.9554878473282 25327.298240967095 930.4039526283741 3709.2386804670095 8938.6687748879194 4317.2296281009912 2844.0473231300712 3145.5590732991695 27365.313894145191 2896.2440254166722 4325.4372434541583 526.92013368010521 1156.6425335854292 1268.9943920299411 859.44985346496105 1972.2993351444602 583.54429423063993 841.83795181661844 1586.5743123739958 3380.1369545832276 391.13751079142094 408.04880853742361 4137.4005939140916 574.2667091935873 1737.0652192905545
leaf_count=1797 12275 6976 31816 6511 8509 12342 35204 5732 26438 17282 28620 10434 5274 249207 13997 11919 1827 7997 3691 3718 13427 2532 1850 5493 17036 1397 1892 9537 2105 5132
internal_value=-1.1759e-05 0.0277084 -0.0419184 0.00584824 -0.0475561 -0.00536642 0.0483728 -0.0529926 -0.0196266 0.0340804 -0.0160639 -0.00379282 0.0269296 -0.0549992 -0.0230097 0.0134017 -0.0322673 -0.038409 -0.000732967 -0.0210578 -0.0327885 -0.0153211 0.00820741 0.0345588 -0.0308886 -0.0409416 -0.0385453 0.0261438 -0.00885055 0.00602008
internal_weight=119197 71741.7 47455.2 34862.2 41342 22756.4 36879.5 34605.9 6736.14 11552.2 14494.7 6113.22 12105.7 33101.2 10984.7 8261.7 4644.21 5735.89 3936.26 3269.17 2409.72 1740.19 2613.56 8869.53 8088.5 4708.37 4117.29 5723.97 1504.67 3236.21
internal_count=561967 194536 367431 133224 338055 101277 61312 299389 38666 26108 73392 29376 31947 291552 61050 27885 30157 42345 15966 18942 15224 10529 8826 20304 47053 30017 28330 15030 7837 11643
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=0
split_feature=8 8 31 47 31 1 26 22 26 0 47 47 0 22 6 16 31 21 16 22 1 26 36 1 26 31 40 0 26 38
split_gain=51041 7868.14 7005.55 3873.45 2032.32 2029.03 1432.07 1282.04 1263.07 1248.63 972.61 890.578 721.746 710.872 680.698 593.501 593.265 584.907 571.276 563.207 560.272 508.771 486.232 482.662 449.663 449.148 424.729 392.37 347.143 341.683
threshold=2.3750000000000004 1.4650000000000001 1.1805990512224249 3.1606295165894234 0.26581190530293292 1.5000000000000002 9.3525400674583192 16.207652683225529 9.6523458528400088 8.3500000000000032 2.7255572738755895 4.0120912923473986 4.8500000000000005 40.698395109369649 1.0000000180025095e-35 7.0510771875908498 0.52800263368797018 6.8709908187627846 8.111482919004791 35.084809883358943 1.5000000000000002 4.0336077903760126 615.45760104676367 1.5000000000000002 8.1504891883605541 0.30352038583002766 0.24898003552501943 6.8500000000000005 5.0351866334815165 4.799615830016541
decision_type=2 2 2 2 2 2 2 2 2 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 5 14 16 7 -1 9 19 13 12 28 -6 -2 -8 24 26 -10 21 -16 -7 -21 -9 -3 -11 -5 -15 -4 -23
right_child=2 3 11 17 10 8 15 23 18 25 -12 -13 -14 27 20 -17 -18 -19 -20 22 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.008624062452129511 0.023271404194869599 -0.018252845372908128 0.0019433266944062192 -0.0056129237783045204 0.028760910745551302 -0.042914945604807936 0.018201995940026205 -0.031783818157357209 0.022295844586692305 -0.030813248616554739 0.042641940194346431 0.057540546211497734 0.047679256037845966 -0.0060154347359950532 0.0074675320058510937 -0.032714818177490154 0.028054245829480885 0.03631969770832006 -0.020744118525683915 -0.054720145836168001 -0.022422896567492242 -0.03357532558556655 -0.031799631222901963 -0.058286072169588601 0.019920173189940091 0.016478323361513707 0.032405765194657224 0.025130201504099198 0.032961659129340272 0.0092746682447348763
leaf_weight=1490.1103034764528 1675.8368308842182 2712.1448297128081 1316.9678770899773 2380.4676911383867 5366.2983862161636 2025.9375565126538 912.01822604984045 1853.6235655844212 1398.9032739177346 788.51218111813068 5158.3590444773436 17067.720222525299 10732.929497689009 3647.1713767051697 2380.4072005152702 1536.5582302957773 1714.0118300020695 3000.548029191792 1717.6037114933133 7209.1771020814776 4592.1205193400383 756.05250103771687 3407.5263051837683 23476.729604832828 1078.1323125958443 1382.0668375343084 1062.496497772634 1399.1337019130588 2862.744676657021 1209.413749024272
leaf_count=8062 5301 14045 4495 10453 13695 14639 3230 11968 4721 5329 9538 21936 17498 15284 8183 10030 4887 6998 9675 60135 24000 4483 24327 221970 3406 5189 2878 3929 6352 5331
internal_value=-1.31216e-05 -0.0316405 0.0343787 -0.01444 0.0140933 -0.0232234 -0.0503536 -0.0536953 -0.0306566 -0.0360862 0.0248876 0.0497413 0.0408149 0.0160921 -0.00534133 -0.0137499 0.00364398 0.0201829 -0.00142481 -0.0413439 -0.0122184 -0.0253321 -0.0473636 -0.0563467 -0.00739465 -0.000701415 0.00611962 0.00261997 0.0231882 -0.00720836
internal_weight=117312 61112 56199.7 31843 24219.3 25399.5 29269 26820.5 19895.2 16778.7 15571 31980.4 14912.6 10412.6 8648.36 2448.58 5504.29 6443.51 3116.51 14608.1 6972.53 3991.4 10616.7 25330.4 3790.28 2170.58 3442.96 5046.31 4179.71 1965.47
internal_count=561967 431756 130211 176496 79930 156167 255260 242000 133829 119433 42446 50281 28345 32908 37484 13260 22338 20329 14396 108915 32183 24453 84462 233938 17451 10518 13331 19213 10847 9814
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=0
split_feature=8 31 26 47 22 22 22 47 0 0 26 26 16 21 21 0 26 47 8 16 0 1 26 8 1 35 16 8 31 1
split_gain=47017 11395.2 3735.22 3066.59 2229.52 1844.85 1471.75 1326.25 1313.59 1174.63 1125.99 905.436 790.238 772.689 771.673 762.398 650.529 626.05 604.102 600.949 591.583 451.783 445.13 441.894 386.846 373.44 352.964 345.853 332.123 326.894
threshold=1.905 1.1805990512224249 5.3343308287194811 4.2059628292192066 29.773560936008789 26.010031343636882 28.947044177854249 4.0120912923473986 5.7500000000000009 4.8500000000000005 8.1504891883605541 15.093316252552965 5.3329147412952853 8.483558666928749 5.5588908734671056 6.3500000000000005 5.5875912002043053 1.8840901292735361 3.9550000000000005 3.2950906200784487 6.8500000000000005 1.5000000000000002 4.7847300021385886 3.6950000000000007 1.5000000000000002 7.0403780603535839 9.4436331860201097 2.8250000000000006 0.33887490452361879 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 16 -4 17 11 10 18 -6 19 -12 25 -8 -16 20 29 22 -7 27 -21 -3 -11 -14 -10 -13 -2 -18 -1
right_child=1 9 5 -5 8 7 14 -9 13 23 12 26 24 -15 15 -17 28 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013202836580165512 -0.019698666125565312 -0.010697467044674872 0.02675032125581597 0.035638148647639201 -0.034433196615271465 0.0038556080534982162 -0.05748993838365505 0.017247074807977124 -0.025452527233712663 0.041840842910338932 0.045335002863681514 0.031986691122905801 0.011326863588161908 0.021435779565373632 -0.046789556696076325 0.011644947315744336 0.01597801683377861 0.0020371963364341282 0.042202998421677684 -0.011609259035117012 0.031830607208348009 -0.044998896401673455 0.027352583690130539 0.055980146081212878 -0.01940352893698848 0.01262083451809734 -0.018138638947565188 0.014333733436741509 0.041638189220630617 -0.044876385765981235
leaf_weight=1125.9087732508779 1997.39025259763 1228.5539803355932 1929.0339664816856 7187.3630320355296 6621.4350828975439 824.70036263763905 22653.478516764939 1578.8790494427085 1914.3729429543018 7900.3852194622159 703.3987338617444 673.57804788649082 1401.4465228542686 3927.7202112600207 1817.5707731023431 805.59726928174496 2182.2469770610332 1460.5765553638339 3909.3991268649697 1161.8569094091654 1418.6873380690813 7911.8635343164206 2053.1603417396545 18385.626688331366 3803.4472574517131 970.57603274285793 733.80300378799438 1192.0625985786319 2987.1235521808267 2946.379039183259
leaf_count=6401 9901 5103 6376 15369 39961 4327 218358 5698 10114 14782 1638 1802 4536 12380 15628 3996 6869 7248 7136 5671 3623 64280 5135 24535 19896 3717 3944 3785 6056 23702
internal_value=-1.40455e-05 0.0257904 -0.039484 0.00638913 -0.0008301 -0.0188518 -0.0494043 -0.0256791 -0.0106666 0.0468318 -0.0202746 -0.0316739 -0.00440698 0.00700424 -0.0545171 -0.0288438 0.018629 -0.0260466 0.0289253 -0.0370093 0.00496913 -0.0407235 0.013108 0.0517305 -0.0111292 -0.0126436 0.00585154 -0.00697901 0.0308058 -0.0361193
internal_weight=115408 69784.4 45623.2 36307.3 29119.9 14813.7 30809.5 12884.7 19342.4 33477.1 12529.7 11305.8 5908.29 6812.67 25276.6 2623.17 9777.51 5532.86 7191.11 9898.42 4608.14 9073.72 3281.71 26286 5204.89 2884.95 1407.38 3189.45 5169.37 4072.29
internal_count=561967 194536 367431 137845 122476 92098 275333 85722 92242 56691 66031 80024 26070 26211 237982 19624 30234 37351 17374 74278 17309 69951 10238 39317 24432 13831 5746 13686 12925 30103
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=0
split_feature=8 8 31 47 31 1 1 26 26 31 47 47 38 0 1 6 22 22 0 26 21 26 0 1 31 22 26 22 3 47
split_gain=43323.5 7099.75 6246.19 3355.49 1784.8 1453.75 1377.99 1003.93 941.62 904.64 902.694 891.296 825.579 698.435 682.733 603.059 592.007 565.047 545.08 533.904 497.461 481.713 593.224 465.559 460.071 426.267 427.988 416.516 370.748 362.13
threshold=2.3750000000000004 1.4650000000000001 1.1805990512224249 1.8840901292735361 0.24594957202229517 1.5000000000000002 1.5000000000000002 12.212034763991637 4.9633789793010878 0.29782659622219554 4.6871370798124614 2.7255572738755895 5.992709807649911 6.1500000000000012 1.5000000000000002 1.0000000180025095e-35 8.6944763845628081 35.084809883358943 5.7500000000000009 7.3735356392579794 4.6364760929529778 4.6555767262455321 6.5500000000000007 1.5000000000000002 0.5373426868922021 52.284670304846394 13.634148061070976 71.114383539095329 1.0000000180025095e-35 6.112044692186446
decision_type=2 2 2 2 2 2 2 2 2 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 5 15 24 -1 16 18 19 13 14 17 28 -6 -2 -8 -10 -7 -5 -20 22 -11 -17 -3 -14 -27 -16 -4 -18
right_child=2 3 10 9 11 8 7 -9 12 21 -12 -13 25 -15 27 23 29 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.013756117627793269 0.021731669846558086 -0.0097794052239090611 0.039509006897145607 -0.022755091952993158 0.03104601440294702 -0.051769897935685143 0.00039955865970237378 -0.0060410479341275296 -0.0034133111789080559 -0.018122628949979527 0.05565305057669101 0.040119917662909545 0.026056434067524933 0.047981368606039486 0.014265831879860269 0.0059349157705747314 -0.056257921839578298 -0.042457641227756839 -0.044855153093744771 0.016799253450015223 -0.001790364777116077 0.034771326543352736 0.030214926845492332 -0.02196660550652281 0.024699187657471047 -0.021517502701374702 0.034994310901302776 -0.01186838275950009 0.015623639263394294 -0.02620444399955002
leaf_weight=2658.7929420545697 1605.0683661550283 3302.4329628571868 2924.0510846450925 2367.1255040988326 3979.3618161082268 5716.7291102856398 493.74488592147827 1153.8047010749578 1241.1947594881058 1259.6773068904877 15484.683181814849 5103.959207072854 1042.581943243742 8418.6593809649348 4223.5958614572883 2272.7388275340199 22524.993854679167 3656.31627946347 1417.0932614579797 1333.8626920580864 1272.9729281663895 3541.093915194273 1279.3958608806133 4369.2601213604212 1368.4565185010433 2025.4800240471959 401.43985884636641 2385.7848814874887 3655.8797176852822 1049.0203615874052
leaf_count=15098 5125 15747 5617 14062 9316 49903 2619 5832 5596 6556 20868 9745 4016 13438 13786 7915 224423 27050 11294 4520 6659 8891 3572 23116 4071 13329 1230 10927 10358 7288
internal_value=-1.48618e-05 -0.0296531 0.0321738 -0.0132787 0.0130596 -0.0243481 -0.0479924 -0.0516015 -0.0312178 0.0109906 0.047185 0.0229566 -0.0193431 0.0384425 0.0146836 -0.00577278 -0.0537857 -0.0325625 -0.0430363 -0.00849942 -0.0244764 0.0228541 0.00623384 -0.0124193 0.00032198 -0.000682863 -0.0121698 0.00483218 0.026238 -0.0549206
internal_weight=113529 59106.2 54423 31225.9 23939.8 21444.7 27880.4 25221.6 16773.8 9781.16 30483.3 15692.7 8367.01 14998.6 10588.7 8247.07 24067.8 4897.51 8406.8 3700.99 2690.07 6080.17 2539.07 6642 4670.89 3469.5 2426.92 6609.38 6579.93 23574
internal_count=561967 431756 130211 176496 79930 138895 255260 240162 119077 37601 50281 43774 51221 29413 34029 36156 234330 32646 67856 18582 17953 19019 10128 31031 19818 18575 14559 24713 15975 231711
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=0
split_feature=8 31 26 47 22 22 22 47 26 0 7 0 26 16 47 31 47 47 21 21 26 21 26 23 42 0 3 43 35 35
split_gain=39935.6 10022.8 3483.74 2637.46 1954.56 1678.94 1429.01 1167.05 1132.92 891.365 880.436 826.91 844.624 963.776 655.769 633.573 628.64 497.537 491.905 491.208 453.87 440.762 422.683 419.536 416.757 404.892 398.243 386.127 375.111 351.397
threshold=1.905 1.1805990512224249 5.3343308287194811 4.2059628292192066 40.698395109369649 43.136950160382916 34.206070883340473 4.6871370798124614 17.188171244277232 4.3500000000000005 3.0450000000000004 5.4500000000000011 11.406365040636141 8.8486637921844373 5.6852098110163283 0.83452682666709987 2.653479864991068 1.3743587130088282 5.3476605179031704 8.483558666928749 6.3232139265456864 2.690758906571507 4.6240196618304941 3.4075737895381164 15.460786992758576 6.3500000000000005 1.0000000180025095e-35 6.386755219675746 7.0403780603535839 6.9592713686635408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 10 17 14 9 16 22 20 12 29 -14 18 -8 21 -4 23 28 27 -7 -3 -1 -11 -17 -12 -2 -13 -6
right_child=1 7 5 -5 11 8 15 -9 -10 24 26 19 13 -15 -16 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0060650542797924169 -0.026033248909056419 -0.013534061806944386 -0.0049341294815526291 0.033367405221169266 -0.040020261268216201 0.027404314217875231 -0.05516044147750411 0.054095789717475341 0.018331723184210058 0.030205527699111407 0.036099519274346771 -0.02905846488993848 0.045723295159478414 -0.017015137267747987 0.019523888716830515 -0.038882202219604992 -0.003883515763678607 0.03108573931892842 0.0042007560139531571 0.014367039978893431 0.013335663311023588 -0.04108131419050922 0.024054466688946917 -0.044108667512494884 0.048735810739266673 0.020643555393278654 0.013623828579939642 0.017198407665793173 0.010932799283802122 -0.014550554389553612
leaf_weight=870.38206051290035 2204.7383687868714 1052.4147482067347 2174.1279802769423 7018.8813787996769 4487.0845839232206 242.38805279135704 21371.269028224051 15713.415112011135 1198.1415678188205 5080.2171446681023 3607.0900776386261 1634.1159421429038 823.2081435918808 2387.422875739634 685.32283658534288 855.37673109024763 1522.8443698957562 1714.8878960758448 807.71638938039541 3377.8534870669246 2461.5497764796019 7639.1079833209515 2584.79302611202 4329.0147436261177 7534.4658654257655 428.92182865738869 4344.9149605482817 674.51071079820395 914.52554665505886 1939.6045816540718
leaf_count=5047 11309 4411 11229 15369 28542 1157 217383 22129 4099 11579 8297 9213 1937 12055 2613 7465 7384 5673 4436 11773 7872 62556 6552 36529 12020 1860 15004 2144 3653 10677
internal_value=-1.55898e-05 0.0240197 -0.0372097 0.0058788 -0.000807336 -0.0171515 -0.0471141 0.0443797 -0.0274589 0.0349855 0.0132733 -0.0128334 -0.0218711 -0.000928957 -0.0268143 -0.0531107 -0.0332927 0.0109491 -0.0321008 0.00186336 -0.0024284 -0.0389751 0.0131783 -0.0377401 0.0412732 -0.0190022 0.023819 -0.0159055 -0.0147085 -0.0323334
internal_weight=111680 67840.8 43839.5 35875.5 28856.6 14491.5 29348 31965.3 10602.5 16251.9 13292.8 15563.8 9637.32 3210.63 6692.44 22655.6 9404.34 3889.02 6007.11 5926.49 5340.8 7881.5 3637.21 5199.4 12614.7 1284.3 7952.01 2879.25 2548.64 6426.69
internal_count=561967 194536 367431 137845 122476 92098 275333 56691 75196 34562 44626 77850 53211 13992 48625 226708 71097 16902 46012 24639 21325 63713 10963 41576 23599 9325 23301 13453 12866 39219
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=0
split_feature=8 8 31 47 1 1 31 47 0 47 26 26 43 0 26 36 40 16 31 43 40 40 21 26 23 1 16 31 31 38
split_gain=36886.6 7314.72 4817.19 3142.98 2058.01 1337.07 1240.55 1217.41 1013.24 1008.38 936.507 929.343 749.557 682.11 674.059 635.305 556.573 446.362 443.805 427.255 416.3 379.285 332.967 323.688 414.628 322.439 321.36 316.914 310.277 305.055
threshold=2.5150000000000001 1.4650000000000001 0.96492189614919632 4.436869640226897 1.5000000000000002 1.5000000000000002 0.39034898467117213 1.6198978764861363 7.2500000000000009 3.1606295165894234 12.212034763991637 9.3525400674583192 7.2312038244241643 4.2500000000000009 12.864695687819475 296.55997854763024 0.26482654785243187 9.6116746372011921 0.30352038583002766 1.2774641956049673 0.26928819517093155 0.19101695262677801 6.8709908187627846 4.9252221259052362 2.8184535499628387 3.5000000000000004 10.191242823596182 0.0037450975825919306 0.018288364535914415 8.0861156182268825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 15 23 14 12 11 13 16 19 18 -4 25 20 -7 -16 -2 -8 -3 -5 -10 24 -1 29 -12 -17 -9 -6
right_child=2 3 9 21 6 10 8 28 22 -11 26 -13 -14 -15 17 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.037833828253102865 -0.016705171720254881 -0.020226528659741373 0.013420013191025457 0.0080233361059246847 -0.043812409391641279 -0.054021763545736845 -0.0083462063117179536 0.0019275152260608303 -0.0039382729521798632 0.052348418142671715 0.021489108728741928 0.020561844696296031 0.025219813609294307 0.040047445084589683 0.037701616037260383 -0.0087021302483256732 -0.025195760445749161 -0.023366938611882465 0.0060741955723449224 -0.038816177135306378 0.013725681405132854 0.034225828967899184 0.032704549611781861 0.0084301730782436451 -0.037704897030062655 0.065727509378814705 -0.031458120386904619 0.033004786867302176 0.032184865794329602 -0.024074029389770501
leaf_weight=211.41854745149612 4426.2862663939595 2252.0563610941172 3073.7107770591974 2382.8398875743151 8926.8843977674842 20959.237325206399 1648.1358206048608 985.08101524412632 1125.91118273139 16924.490150928497 564.13455527275801 1110.5040443986654 2541.6968049630523 11056.936024293303 477.77613209933043 569.02859882265329 1819.9334939569235 800.65061319619417 4136.345321752131 3810.284013338387 1506.9805532470345 3285.1311813741922 1379.6145415902138 1121.3088586255908 1290.5988444536924 73.288151741027832 582.47691056132317 2282.453181296587 6056.9688441082835 2507.2590715885162
leaf_count=750 22424 11506 8901 8489 72516 219679 9756 3671 5223 24855 1961 3713 7281 20814 1371 2651 14651 4662 15055 27547 5331 7860 3777 4854 9494 192 3871 6241 14166 18705
internal_value=-1.62833e-05 -0.0260997 0.0321565 -0.0107917 -0.0175608 -0.0457839 -0.0249532 0.0116897 -0.0108146 0.0441158 -0.0494993 -0.0211332 0.00137642 0.0342554 -0.0349876 0.00688496 -0.0517187 -0.000544279 -0.00570116 -0.029616 -0.00661524 0.0232102 0.0162383 -0.0118972 -0.0270723 -0.0388141 -0.005408 0.0246819 0.0279523 -0.0394842
internal_weight=109889 60687.9 49201.5 34138.8 28470.8 26549.1 21860.3 18146.4 9074.45 31055.1 23925.8 6568.92 11104.3 14130.6 12785.9 6610.52 22779.2 1278.43 8562.63 5458.42 3759.04 5667.97 2505.53 2623.33 1502.02 11507.4 1146.61 2851.48 7042.05 11434.1
internal_count=561967 444800 117167 189540 173191 255260 147462 62597 50016 54570 240162 41016 44760 29715 97446 25729 234330 6033 37479 37303 16837 16349 9000 15098 10244 91413 5832 8892 17837 91221
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=0
split_feature=8 31 26 31 22 22 0 26 47 26 0 22 21 0 38 47 21 47 16 22 26 26 16 43 33 31 4 16 22 8
split_gain=33932.7 8852.72 3262.08 2319.71 1501.32 1393.13 1294.55 1219.99 1131.49 985.576 852.468 833.367 754.81 671.823 623.836 572.999 561.858 527.019 484.942 484.144 476.894 471.043 588.897 488.122 512.336 421.195 399.271 368.12 359.376 355.964
threshold=1.905 1.1805990512224249 5.3343308287194811 0.28736589073141844 42.164451991274063 28.947044177854249 5.1500000000000012 6.3232139265456864 4.9872212324394267 18.179593690876285 6.1500000000000012 22.182740505495758 5.5588908734671056 6.2500000000000009 6.8377272618877756 17.620821544859748 6.2392561028100415 1.7379256794679954 3.2950906200784487 19.070175656926509 7.0086927904690208 12.212034763991637 10.873512161138891 6.4663492458839658 498.00630864986459 0.29265134916193086 1.0000000180025095e-35 3.8484505631152026 67.242167518153693 4.0150000000000006
decision_type=2 2 2 2 2 2 2 2 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 5 11 25 17 7 19 10 14 20 -2 -7 -14 -6 21 -8 -1 -16 -5 29 23 -23 24 -13 -4 -20 -9 -29 -3
right_child=1 8 4 6 9 12 16 27 -10 -11 -12 15 13 -15 18 -17 -18 -19 26 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.032081752235326513 0.013906638682668077 -0.0040266785909601555 -0.001834158892503763 0.013629131430306703 -0.040688234929175851 -0.053550696530504531 0.0068329560008782058 0.052819089561039582 0.052182629094615587 0.01996059900263214 0.043410759386654903 -0.038992955786320588 -0.04255049859096019 0.013075091308805339 0.032653347448401641 0.0304907664825061 0.033258044933306495 0.0025590772497694324 -0.012101395633209855 -0.027842303063919428 0.033667520904467826 0.037524078699803537 -0.014179421934260545 0.0041601853863541182 -0.0082795084490556014 0.032479964721576264 -0.05627874684341895 0.024134294253984421 -0.0039590078428984972 0.027602005292101457
leaf_weight=3711.5240615531802 2915.9669496938586 2350.6033215299249 2294.8447432219982 908.18396742641926 5778.1632598638535 20217.448521584272 2599.0008158609271 659.67451656609774 14560.591598950326 1077.5890502259135 8742.9083425551653 4823.4802093580365 1644.4853235110641 810.25274670124054 480.08814790099859 627.08969715982676 8899.7664200514555 1559.2309814617038 2438.6916931793094 3126.3124107792974 3440.8685836046934 721.20438062399626 2329.9166157022119 1209.4440358653665 1889.7746986597776 1465.3135938420892 647.18724904209375 2861.9995080307126 1890.2072161436081 1431.2171298936009
leaf_count=29211 9833 8958 11815 3046 47349 218358 9252 1201 21680 3553 15461 30670 15442 4182 1971 1490 21007 8140 16865 17081 7307 2037 11488 5064 9962 4466 6079 7858 7856 3285
internal_value=-1.70352e-05 0.0223638 -0.0350764 0.00537236 -0.0155457 -0.0449888 0.0160187 0.00230421 0.0421026 -0.0253175 0.0329096 -0.00998832 -0.0503718 -0.0241898 -0.0305391 -0.0159945 0.0272853 -0.0218341 -0.0140938 -0.0185069 0.0201981 -0.0186508 -0.00195808 -0.0250794 -0.0303472 0.0115379 -0.0213665 0.0178186 0.0129601 0.00794309
internal_weight=108113 65988.2 42124.8 35462 14181.9 27942.9 20945.1 9446.38 30526.2 10421.7 15965.6 14516.9 22672.2 2454.74 9344.13 11600.9 11498.8 5270.76 3565.97 4034.5 7222.69 10973.8 3051.12 7922.7 6713.25 3760.16 3085.88 5411.88 4752.21 3781.82
internal_count=561967 194536 367431 137845 92098 275333 67301 37042 56691 75817 35011 70544 237982 19624 72264 60711 30259 37351 24915 20127 19550 59221 13525 45696 40632 16281 22944 16915 15714 12243
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=31 8 8 26 0 1 26 7 22 47 1 16 47 21 0 22 7 1 0 26 0 31 1 38 22 26 16 26 47 47
split_gain=31438.9 7506.39 4546.76 2042.31 1994.76 1663.9 1477.51 1340.34 1167.58 1057.18 740.873 700.719 650.83 609.948 603.437 582.966 557.23 473.719 462.328 457.79 425.606 402.808 382.851 379.3 375.2 347.361 363.217 335.098 331.487 328.945
threshold=0.600252366246251 1.7450000000000003 2.8850000000000002 7.9579556697814722 5.7500000000000009 1.5000000000000002 4.6240196618304941 3.0850000000000004 23.04428435076986 1.9415681514616345 3.5000000000000004 6.1764842543189724 5.3141709348462394 7.40589930141841 4.2500000000000009 23.472887686081787 2.2650000000000001 1.5000000000000002 5.5500000000000007 12.518688256497816 4.5500000000000007 -0.0035961597074531341 1.5000000000000002 6.9411309371015948 71.114383539095329 14.046068946721199 10.625046171634475 5.0351866334815165 2.3654099778013915 11.163919421629496
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 16 22 25 29 14 12 20 18 28 -4 -8 -3 -10 27 23 -5 -18 -2 -17 -13 -7 -27 -9 -6 -1
right_child=2 5 9 11 13 7 15 10 17 -11 -12 24 -14 -15 -16 19 21 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.022303850023837925 0.0011184047810814269 -0.0092803873586360004 0.010342701934416698 0.034382169427031914 -0.0019024727437851581 -0.03361420339536815 0.044963493672554353 -0.038291510547005525 -0.027002377392685718 0.049028865583277896 0.059207686436740105 -0.0021097760659943925 0.025333887339337002 0.038925537991799278 0.036529459161998304 -0.02107800392642251 0.00064523907609616825 -0.052080034140319344 0.0038192458478711849 0.036795016009265255 -0.020421722835414685 0.028595733004014717 -0.038601416198519346 0.01621916597793005 -0.036635732340132343 0.038878225727374434 -0.022550503854029676 -0.010931553713173841 0.028811659882735208 0.040528993131873817
leaf_weight=3029.2684544995427 756.56841399520636 2032.1255623549223 2946.5970554426312 1060.6413937807083 2025.3305470049381 6571.9845041185617 1004.2628501728177 1627.4445472881198 2061.1350108757615 19032.508283935487 473.92937155067921 1235.1156708672643 1533.979004278779 4617.4385205358267 8681.6334196552634 1811.0829615071416 1789.8438679352403 21808.948815755546 3601.8456768840551 749.28647673130035 531.93068749457598 4606.6892062872648 3062.1033910140395 1093.088006965816 2168.2876730710268 348.23690957576036 778.80277257412672 3583.0700495541096 1551.3799003362656 223.68106891959906
leaf_count=21078 2994 8490 8960 3441 9660 43493 2051 11882 14208 30461 841 6682 3928 10065 17608 9651 6980 242583 16448 1725 2756 12158 24287 4288 16223 904 4198 19061 4241 622
internal_value=-1.74807e-05 -0.0243473 0.0303448 -0.0406738 0.00932818 -0.00488778 -0.00767723 -0.0132696 -0.046085 0.0417718 -0.00192302 -0.0112968 -0.0047232 0.0269193 0.0298937 0.0112244 0.0135286 -0.0499146 -0.00995528 0.0019502 0.0160773 0.0207748 -0.030732 -0.00703989 -0.0241061 -0.0292161 -0.00357003 -0.0194771 0.0114196 -0.0179833
internal_weight=106398 59067 47331.3 32119 16670.5 26948 8476.39 18519.3 27123 30660.7 10820.3 4995.98 10346.3 8194.15 11628.2 4657.72 8428.66 23870.1 8812.36 3653.46 1592.57 6396.53 3818.67 2904.17 3403.4 7699.02 1127.04 5210.51 3576.71 3252.95
internal_count=561967 435976 125991 307593 68962 128383 44996 100755 278491 57029 52160 29102 51319 23966 26568 17715 27628 256791 47391 15664 6197 19138 27281 13939 22905 48595 5102 30943 13901 21700
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=0
split_feature=8 8 31 47 47 1 1 1 26 22 0 47 26 0 43 40 22 38 22 16 16 35 7 31 47 28 26 1 26 7
split_gain=29021.3 6268.18 4178.02 2877.81 1415.4 1380.98 1045.98 892.93 879.336 874.652 835.732 763.07 709.319 570.22 537.273 523.822 500.55 512.733 490.587 490.236 475.043 459.54 458.58 446.414 354.373 345.579 341.319 319.729 314.673 289.543
threshold=2.5150000000000001 1.4150000000000003 1.4583201266988912 1.8840901292735361 1.6198978764861363 1.5000000000000002 1.5000000000000002 1.5000000000000002 10.94434279063524 84.254516552665237 9.0500000000000025 17.620821544859748 7.4484572387754211 5.7500000000000009 7.2312038244241643 0.24725327075321732 18.620711200697109 7.8874562869717435 8.6944763845628081 4.7872765470367051 9.9877725522370433 5.0466813588614832 2.7650000000000001 0.54785127305485415 7.2094064421559469 0.61884547942618418 3.2060806292254478 1.5000000000000002 4.0336077903760126 14.525
decision_type=2 2 2 2 2 2 2 2 2 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 5 9 22 -1 -5 10 14 16 15 18 24 21 23 26 -18 -8 -14 -10 -2 -3 -9 -4 -12 -7 -6 -19 -11
right_child=2 3 13 7 27 8 12 11 20 29 25 -13 19 -15 -16 -17 17 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011710282851312799 -0.0061329931939618724 -0.012517255733601377 0.024159366678233693 0.034125246004079325 0.040646797423628443 -0.035831848132528606 0.0019431063940579547 -0.028913504341520093 0.022863154247016352 -0.011349951454019395 -0.035106495997064467 0.02981643572413975 0.01453177569237863 0.049306710208076213 0.030253881955408013 0.016224095799454337 -0.043483633721007546 -0.036620250827946496 -0.052705692967343704 -0.035634355973739089 -0.022210528526157545 0.019520567154385549 0.016428692646347543 0.0028281809548185849 0.04849363449684501 0.017620947314049226 0.014138684158001812 0.021965046056211249 -0.0059716183919897798 -0.053045010995301956
leaf_weight=2235.7377619966865 4223.3045009598136 2764.3518615886569 4584.0945972278714 2935.7748624533415 3640.8898717314005 579.95890513807535 420.6718073412776 2602.8481426388025 1251.6432946026325 3226.8882554247975 424.09933919459581 1902.5576009824872 631.63121928274632 16472.622452028096 2808.9164539128542 1840.7982811704278 9812.393330655992 1626.125197969377 17275.480732701719 2126.7061438187957 1096.7936917319894 2975.685136064887 2709.3774679154158 1928.3187636435032 2220.9726122617722 1162.7055464610457 831.87792608141899 6173.9391116723418 1726.8391578271985 478.05874511599541
leaf_count=13427 17123 13430 11230 7364 6986 4301 2341 17348 4303 15635 2974 5085 2475 26368 6940 6763 86463 14790 202432 16996 6727 9403 9746 7843 3614 5045 3533 16755 11414 3113
internal_value=-1.77615e-05 -0.0236895 0.0292583 -0.0104789 0.0143994 -0.0202531 -0.0441814 0.0104344 -0.0267768 0.00402415 -0.0309304 0.00202899 -0.0477305 0.0442768 0.0117074 -0.00626785 -0.0346815 -0.0377156 -0.0514066 -0.0241468 0.00181233 0.00447084 0.00181036 -0.0154053 0.0321014 0.00352868 -0.00638837 0.0288952 -0.0208356 -0.01673
internal_weight=104692 57886.7 46805.4 35196.5 23527.7 23986.2 22690.2 11210.3 18512.4 13712.9 16164 8274.52 20454.5 23277.7 10007.9 6371.97 14577.2 13165.4 17696.2 2758.34 2348.44 7198.99 5473.73 4531.17 6805.07 1586.8 1411.84 9814.83 3352.96 3704.95
internal_count=561967 444800 117167 207129 75955 162726 237671 44403 139550 52214 128520 37039 224244 41212 33466 31954 120501 112667 204773 19471 11030 26526 23176 25191 14844 8019 7834 23741 26204 18748
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=0
split_feature=31 8 8 26 0 7 26 23 47 22 22 1 21 26 21 16 22 21 0 47 22 1 47 0 22 26 16 22 38 1
split_gain=26966.8 6598.92 4015.88 1989.18 1895.14 1462.14 1254.43 922.481 898.899 896.575 888.437 802.538 799.518 787.655 600.862 502.765 499.041 467.238 422.239 417.333 382.685 365.594 363.71 316.874 315.915 313.438 309.115 303.528 363.977 298.811
threshold=0.600252366246251 1.7450000000000003 3.0650000000000004 4.9995125659301634 4.4500000000000011 3.1050000000000004 7.0086927904690208 3.4075737895381164 1.9731789334839605 23.04428435076986 62.977223399275672 1.5000000000000002 7.5475252972494848 12.864695687819475 2.3247922551619662 58.71443603673044 43.136950160382916 6.2392561028100415 6.8500000000000005 7.2094064421559469 28.947044177854249 1.5000000000000002 2.653479864991068 6.3500000000000005 17.701870259893706 19.288965265384228 16.45851857771893 17.701870259893706 8.0352908527848843 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 11 20 -1 15 -5 17 -3 16 14 -11 18 -6 24 -4 -12 -2 -9 -16 -19 -7 27 -27 -13 -29 -14
right_child=2 5 8 9 12 10 -8 21 -10 13 19 25 29 -15 22 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0033060661135281633 -0.0060324118765834704 0.0002744357414410319 0.022093899292526937 0.023179400445746914 0.021434206887780825 0.024834703507127603 0.01968729639429977 -0.029366616487588183 0.047811100619571084 0.052565338534264296 -0.013899264128245084 0.0011478106235397352 0.049535365014619498 0.0043381458759304044 -0.039262919554806069 -0.058002377017243804 -0.0083709406948010833 0.014814119026943285 0.042673282522432077 0.026831667377876789 -0.039998973334139619 -0.052700798917547212 -0.009247846348084527 0.038904769623063523 -0.0096711990159834976 0.044215431006539532 -0.02621374344880812 -0.040225655260253693 -0.011682995209071579 0.026374830610835766
leaf_weight=834.74701517820358 1200.4714143872261 3993.2643824070692 6058.6279387548566 1016.0453933998942 3030.5457680523396 937.498948097229 1946.6100002750754 1861.9483203887939 17006.151873536408 201.77725546061993 5342.1066984906793 689.92980755120516 1964.9597793370485 1747.2296048998833 6790.166248165071 162.78699649125338 2617.3203036040068 3480.9374990388751 4234.5811173021793 712.80283268541098 2681.5098711699247 17049.326824292541 1185.5048363059759 2245.5359827652574 2268.1054252609611 291.33248125761747 334.87716156244278 4933.7463119477034 1443.7776471450925 4781.4058249592781
leaf_count=4773 5722 15207 15504 3860 9989 2951 5981 13515 28406 892 30422 3001 3256 8039 64046 866 14384 11908 7646 1761 21136 205477 6991 5208 11740 747 1878 35114 8446 13101
internal_value=-1.87364e-05 -0.0228458 0.0286422 -0.0386571 0.0104438 -0.00465584 -0.0130693 -0.0481329 0.040718 -0.021555 0.00568164 -0.0179123 0.0215013 -0.0261347 -0.0326457 0.0291814 0.00762198 0.0157048 0.0305602 -0.00910429 -0.0294951 -0.0504034 -0.0348015 0.0242608 0.000420267 -0.0273518 0.00655213 -0.0303559 -0.033764 0.0331206
internal_weight=103046 57360.7 45685 30686.7 18222.8 26673.9 5828.59 19746 27462.1 10940.7 14987 11686.9 12394.2 9924.68 8177.45 10456 5647.87 8932.08 10293.2 6054.91 3881.98 18911.3 7975.67 5726.47 3205.6 7693.66 626.21 7067.45 6377.52 6746.37
internal_count=561967 435976 125991 307593 73569 128383 32839 223765 52422 83828 63990 64393 40730 79968 71929 24016 24373 31807 23150 32183 26858 218992 71037 17116 14691 49186 2625 46561 43560 16357
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=31 8 8 0 22 26 26 26 1 0 47 21 38 40 26 0 16 21 40 35 4 38 0 1 0 1 23 3 22 26
split_gain=24766.4 6235.9 3799.24 1746.32 1612.46 1599.15 1435.48 1094.67 923.339 906.754 893.176 819.67 768.278 642.924 575.439 519.041 517.147 480.787 447.046 406.178 399.263 386.926 383.336 378.875 364.339 336.546 330.682 296.473 290.615 327.128
threshold=0.600252366246251 1.635 3.0650000000000004 6.1500000000000012 27.24354439076826 8.0587059618842449 4.1416099778263105 8.1504891883605541 1.5000000000000002 5.5500000000000007 2.4691775104630014 7.6990786498048163 5.3982295971750078 0.2605527693784398 7.5278262768776605 4.2500000000000009 5.8683332229450054 7.40589930141841 0.26482654785243187 7.5261400841223667 1.0000000180025095e-35 5.9147464477450011 5.8500000000000005 1.5000000000000002 4.6500000000000012 3.5000000000000004 6.1803570460621282 1.0000000180025095e-35 69.511359269098975 19.288965265384228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 14 8 26 9 -1 -6 15 19 23 21 22 -4 24 -5 -10 -11 -14 27 -3 -9 -7 -25 -2 -8 -18 -30
right_child=2 4 10 17 7 16 13 12 18 11 -12 -13 20 -15 -16 -17 28 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.016423601695529279 0.0043804453744412568 -0.006890798742033237 0.010740396536865567 0.012643519634400628 -0.03368674152576747 0.034938766560699351 0.011236103298898847 0.0083366001879291319 -0.050442279772562486 -0.031886876104900895 0.047591669786518354 0.024252170540716236 0.021848815356430434 0.032852867438257403 0.031296520829604907 0.035261445555237914 7.2457964031720189e-05 0.037283375638423009 -0.024128662480381341 0.0075988426921686104 -0.047360934833492227 0.013030559899204416 0.020485108214120269 -0.023132965363637854 -0.025042050509476579 0.071372292396520709 -0.035478503978575958 -0.031569479911561442 -0.042800001513816285 0.013750291539754668
leaf_weight=2585.2071197703481 626.23358266800642 3449.9022530093789 2872.7557155638933 3370.1413654759526 7670.2419338747859 844.05622519552708 594.89990819245577 1590.1308121904731 18533.963158376515 2228.9463706240058 15261.237627953291 1530.8691219836473 3403.0349411219358 2130.2012754231691 2746.3688828125596 8674.4103057682514 972.36883310228586 4798.8389042541385 1768.0809454321861 920.16284743696451 221.97653008252382 2226.5990246832371 2031.8739871606231 3704.4819327816367 361.65285565704107 96.662725672125816 3077.6854444891214 1263.9063177332282 1572.5251277983189 305.39969366788864
leaf_count=16992 2926 16112 8545 12505 56528 2628 1997 5293 227159 15124 25931 5245 12018 5576 6732 17946 5417 10370 16090 4680 1480 8865 6646 21087 1929 147 23707 7623 13479 1190
internal_value=-1.93323e-05 -0.0220357 0.0277056 0.00999858 -0.00619163 -0.039439 -0.00409979 -0.0134342 -0.044567 -0.0231041 0.039653 -0.00575966 -0.000188665 0.0105831 0.0126155 0.029161 -0.0105031 0.0271181 -0.0481507 -0.0203492 0.0176108 -0.0010287 0.00325635 -0.0121567 0.0169475 -0.0207297 -0.0287394 -0.0178698 -0.022115 -0.0336034
internal_weight=101435 56537.9 44896.9 18088.5 29594.7 26943.3 9919.53 21366.5 22887.3 12350.2 26808.4 4679.98 9016.29 6215.61 8228.15 11547.2 4056 8168.98 20302 3149.11 3625.01 4085.41 5481.78 5391.28 1205.71 3801.14 3703.92 1858.81 2850.29 1877.92
internal_count=561967 435976 125991 73569 151092 284884 50694 121602 260241 81577 52422 25049 40025 24061 29490 26491 24643 22875 243249 19804 13498 18485 22758 26527 4557 21234 26633 9620 20086 14669
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=0
split_feature=8 8 31 47 1 38 47 26 40 22 0 22 26 7 47 22 21 16 35 26 26 0 0 43 47 23 26 26 39 26
split_gain=22859.3 5737.67 3326.65 2679.07 1807.17 1118.86 1074.76 1020.27 1001.33 757.473 702.785 702.252 646.187 599.623 533.435 524.153 478.795 451.408 432.742 430.545 416.857 389.227 370.718 358.44 348.83 332.068 305.288 294.048 272.21 268.909
threshold=2.6150000000000007 1.4150000000000003 1.4583201266988912 6.112044692186446 1.5000000000000002 6.1033470237121419 1.6198978764861363 4.7198604532631423 0.25652125130458531 35.084809883358943 9.0500000000000025 84.254516552665237 5.3343308287194811 2.6650000000000005 4.6871370798124614 90.211462831598013 6.1348888432380937 3.2293038216186836 3.4333334911413012 11.163838134882687 12.864695687819475 5.8500000000000005 5.7500000000000009 7.3279017864866463 1.9415681514616345 5.4554443287987313 10.333793322420332 7.298485409650076 9078.0920885873675 4.9633789793010878
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 13 9 11 10 12 16 -7 18 25 26 21 -9 29 -14 -2 -11 -17 -4 27 -20 -10 -1 -3 -15 -19 -6
right_child=2 3 14 -5 5 7 -8 15 24 19 -12 -13 17 22 -16 20 -18 28 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013573294551009724 -0.006362222141501595 -0.015472038134066186 0.021762063527617618 0.0252680511285816 -0.040335331640116878 -0.031523862059226984 0.0272506344558229 0.020782232065193165 -0.022178157829857072 -0.045169405291480669 0.017294875446245226 -0.015072534844012317 0.017029716191565569 -0.0058867171218502717 0.049431200709528715 -0.019903944467255904 0.0039018543252609126 -0.037716044351379818 0.011566195145217596 -0.015509940646032694 0.027715441938189596 0.041667004194140912 0.037792483165179802 0.038433211858685826 0.021670601851604632 -0.052375486278011911 0.022978431274433303 0.029780448959475254 0.017074701516822954 0.0014645181299679537
leaf_weight=575.10202991962433 2445.5655486360192 2776.0635780990124 4144.3213101178408 5037.5321186557412 1596.0396830439568 4913.2938981279731 8751.7211297154427 2848.1992661729455 1970.0688742473722 6819.3733238875866 867.34597877413034 3378.1015257462859 476.44715175777674 1538.2792957648635 11033.399376705289 2169.1593199595809 2002.4801200255752 3787.1480401828885 5002.0604136511683 1491.1252457797527 583.12517429888248 6028.5039825588465 1713.8655982464552 1651.2199558094144 589.21973620355129 13369.705344043672 634.16168043017387 925.53619454056025 241.12134178727865 506.98691811412573
leaf_count=4874 9727 13953 10433 14173 13008 43115 21630 12295 16400 62811 3905 17181 2446 7185 18526 15099 8320 35896 17038 8324 1855 11244 4252 3555 2974 173770 1816 2424 1311 2427
internal_value=-1.97301e-05 -0.0205824 0.0278097 -0.00857968 -0.0140125 -0.0207875 0.0138177 -0.00946362 -0.0413912 -0.0311674 -0.0241989 0.00439536 -0.0454568 0.00723512 0.0418166 0.0057457 -0.0135966 -0.028993 0.0116232 -0.0398477 -0.00981485 0.0335579 0.0199342 0.0182341 -0.0120829 -0.0507752 -0.00832183 0.00751171 -0.0344364 -0.0302584
internal_weight=99866.3 57431.4 42434.9 36422.6 31385 23797.1 21228.7 11381.1 21008.8 12416 5780.64 12476.9 18449.5 7587.91 21206.2 5600.48 4105.51 4504.72 9098.85 8310.5 2752.28 10172.8 4177.68 6653.28 2559.29 13944.8 3410.23 2463.82 4028.27 2103.03
internal_count=561967 452633 109334 214962 200789 171159 69131 76269 237671 94890 47020 47501 218297 29630 40203 29249 23755 39653 30320 71135 16954 21677 13861 20593 19374 178644 15769 9609 37207 15435
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=0
split_feature=31 8 8 0 26 7 26 0 23 22 1 22 16 26 26 21 47 22 26 0 38 1 47 0 16 26 43 28 16 3
split_gain=21306.4 5161.02 3667.32 1641.86 1451.46 1409.14 1310.83 905.94 849.986 833.147 799.625 682.049 599.739 547.311 466.38 465.832 461.84 450.607 469.842 441.693 429.762 416.256 364.161 325.52 319.602 317.661 307.367 298.13 297.267 294.424
threshold=0.55759694729012621 1.5850000000000002 3.0650000000000004 6.5500000000000007 4.1416099778263105 3.0850000000000004 5.3343308287194811 5.7500000000000009 4.7769003484630455 62.977223399275672 1.5000000000000002 30.664514736848393 4.055413973910686 5.1446965997188832 15.093316252552965 6.8709908187627846 8.7523908089664655 26.405067532535039 17.188171244277232 4.9500000000000011 5.3982295971750078 1.5000000000000002 7.2094064421559469 4.8500000000000005 58.71443603673044 11.163838134882687 1.4719325169386244 0.44314824112105428 8.8486637921844373 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 21 10 8 16 -1 13 26 -6 23 19 20 -5 24 -14 -19 -7 -13 -2 27 -8 29 -12 -3 -11 -27 -4
right_child=2 5 7 15 11 9 12 -9 -10 22 25 14 17 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0020366818997285502 0.0034735177825656488 0.026760440990983472 0.031233758180882889 0.01010839172540904 0.033265479012461498 -0.023088376273321262 0.026619503040854621 0.044332507197891058 -0.049368692575682827 -0.044808495413544445 -0.032471936059387259 -0.026629337441495593 0.013083356011679407 0.021968052235197363 0.038494546530154411 0.035862966771470661 0.044934515839470383 -0.036962430693675143 0.011546487399332828 0.012219378968689364 0.0061413119241775019 -0.034605501296019477 0.02248475950835593 -0.030164826016719621 -0.052303708573250368 0.023670357700217193 -0.0078998942569084678 -0.010768372755721871 -0.021523341769041658 0.01028825666149713
leaf_weight=1010.1728959679604 913.39966611564159 779.11855399608612 3145.5022832006216 2739.6792442128062 2240.3552846834064 1548.9903426244855 891.06330163031816 16930.139479808509 15538.740301050246 735.02067810297012 7239.8335800692439 1596.5051378458738 613.83558923751116 5698.4504504352808 679.68386872112751 4888.6789729222655 2156.4508013501763 4957.5880334079266 555.05731785297394 2068.7623548209667 2679.7075578868389 3349.26846922189 727.22330692410469 352.11614314466715 156.10960680991411 500.87014650553465 3572.8394403979182 5150.3775992915034 1330.1244561225176 3595.6206855177879
leaf_count=6823 3518 2357 6891 10728 5563 9714 4486 31087 202753 6141 55514 9339 2765 18144 1476 10905 3914 47935 2182 8729 11911 27837 1958 2679 816 1610 15234 30674 7492 10792
internal_value=-2.06333e-05 -0.0214281 0.0252811 0.00864029 -0.00332464 -0.007379 -0.0386683 0.0375052 -0.0464795 0.0026778 -0.0193134 0.0103712 -0.021128 0.0123118 2.16244e-05 0.0266134 0.0247383 -0.0275533 -0.0320782 -0.00289812 -0.00609347 -0.026446 -0.0108951 0.010536 0.0184238 -0.0277664 -0.00169475 -0.0150196 -0.00916057 0.0200617
internal_weight=98341.3 53270.2 45071.1 19087.3 11458.9 29351.6 23918.6 25983.8 16548.9 15928.8 13422.8 7196.25 7369.66 9316.2 4955.9 7628.36 9053.68 6126.48 5512.65 3617.75 4276.21 4262.67 6612.62 1243.18 6897.23 9070.83 4351.96 5885.4 1830.99 6741.12
internal_count=561967 427190 134777 81277 59644 157567 269623 53500 209576 75360 82207 28289 60047 36587 22726 21633 22413 52882 50117 18443 21250 31355 38773 7165 18499 64616 17591 36815 9102 17683
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=31 8 8 0 1 26 26 47 1 26 21 22 23 21 7 0 0 35 39 21 22 22 38 31 18 47 28 38 22 16
split_gain=19570.1 4573.68 3837.08 1694.75 1625.23 1235.27 1109.96 932.455 853.266 786.918 761.776 699.092 686.863 649.338 560.183 518.002 501.004 488.224 466.585 461.306 410.535 404.019 397.83 392.409 368.767 356.287 350.404 328.771 324.235 307.235
threshold=0.50894869553282518 1.4150000000000003 3.0650000000000004 4.4500000000000011 1.5000000000000002 7.0086927904690208 7.2219709770942915 2.4168265740104231 1.5000000000000002 7.298485409650076 6.8709908187627846 79.566174994653082 2.8184535499628387 5.8309939180147916 2.2650000000000001 6.8500000000000005 5.7500000000000009 4.1418882269664898 1110.71081171741 4.4343249685114658 14.053096234294427 14.053096234294427 8.8459921787156492 -0.0035961597074531341 25.568291102373855 3.6732215048402224 0.42288226272996526 6.1033470237121419 25.176533783609347 4.7872765470367051
decision_type=2 2 2 2 2 2 2 2 2 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 14 21 10 15 -5 12 20 17 -1 24 -3 28 -12 -8 27 -11 -6 -2 -22 -16 -10 26 -15 -13 -4 -7
right_child=2 4 7 8 6 29 11 -9 13 19 16 18 -14 25 23 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0091808596267933355 0.015791352910728192 -0.012418660460170455 0.032534268524809437 0.038527838166058558 0.0023434714124371822 0.036206470107503025 -0.0073265526753251015 0.044744360668741844 0.010164720949395491 0.020621925824869772 -0.021811360157226178 -0.039875427880897624 -0.048395125145162143 -0.04291820903499996 -0.0022273860369553642 0.03862445829219021 0.018806644342676718 0.024334556013280235 0.00408200027053546 -0.028217988307825764 -0.040994160270032429 -0.033168654770820781 -0.01679053736754535 0.023598415123532904 -0.024074700302075966 0.034619765704333151 0.014143530727363915 -0.004383935657260969 0.0093801287671928888 -0.00047076476194042068
leaf_weight=537.10867156088352 469.92155382037163 2566.6133058741689 2245.1929545551538 3556.1904036104679 767.41015078872442 1085.7589079812169 2367.480364471674 14374.605651967227 1430.0083320066333 611.38805931061506 1808.6520842462778 2187.5832049623132 14557.943463414907 286.95990420132875 2194.9168131351471 4595.8791467994452 1308.3629853799939 2506.9307235628366 1577.4523061290383 2311.0147057250142 7655.7860157489777 4077.946939766407 2181.5429636538029 4458.7786242440343 1747.2374291718006 2319.165731407702 4308.5410696864128 929.86319620162249 4629.7535448074341 1204.2795501351357
leaf_count=2973 1888 12187 4863 7631 3967 2659 11234 26755 7167 2398 12581 15937 194656 1819 9341 9152 5405 9347 7489 18686 73580 32171 17887 13264 12325 5118 15474 5154 14064 4795
internal_value=-2.07003e-05 -0.0215417 0.0234499 0.00728791 -0.0103431 -0.0130295 -0.0173768 0.0362605 0.0174673 -0.0417488 -0.026492 -0.00430632 -0.0463465 0.0100459 0.00742462 0.0256291 -0.00476201 0.00895689 -0.0180767 -0.0180003 -0.032879 -0.0281097 -0.0356267 0.015079 -0.00866429 0.0186431 0.0105804 -0.0292891 0.0169417 0.0169187
internal_weight=96860.3 50528.8 46331.4 20486 32511.4 6837.91 23291.1 25845.4 13648.1 18017.5 13721.8 9569.31 15095.1 10091.9 9220.31 11470.8 3117.02 4874.41 4694.9 2922.4 10604.7 4547.87 9837.33 6653.7 3177.25 6914.67 4595.5 3117.45 6874.95 2290.04
internal_count=561967 416086 145881 91047 197373 41513 162581 54834 49534 218713 113420 49161 197629 41903 34792 28079 17986 20581 28580 21084 95434 34059 91467 22605 19492 22411 17293 21091 18927 7454
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=0
split_feature=8 31 26 47 22 47 22 7 47 28 22 0 0 7 21 21 38 26 1 47 22 1 26 29 26 16 0 26 26 26
split_gain=18019.9 5975.67 2424.29 1842.89 1575.24 1259.22 1031.19 939.774 767.694 727.178 656.923 589.877 530.995 455.618 452.062 449.882 431.863 428.198 424.599 409.565 399.448 374.317 341.629 329.154 319.137 347.206 318.527 271.765 267.427 254.403
threshold=1.8450000000000004 1.4031198936004161 4.7198604532631423 6.112044692186446 26.806926173454979 1.8582378376953992 34.206070883340473 3.0450000000000004 5.6852098110163283 0.37437407281276752 33.713827085374831 4.4500000000000011 6.6500000000000012 3.5650000000000004 2.7152531010333796 5.431873760858867 8.0352908527848843 11.919958040928233 1.5000000000000002 1.7163099797947885 55.359543120615307 1.5000000000000002 8.6914944005152446 8.5491189688327527 7.2219709770942915 7.1304039681162186 4.8500000000000005 4.0879037604265571 11.919958040928233 19.288965265384228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 13 10 19 16 12 -9 -4 24 21 22 -12 -8 18 -16 -6 -1 -7 -3 -2 -13 -11 -26 -17 -23 -22 -20
right_child=1 8 5 -5 7 20 15 9 -10 11 14 23 -14 -15 17 26 -18 -19 29 -21 28 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.030052917900253225 -0.0014072521153799668 0.03420769333264026 0.0037078184906436059 0.029608984562877319 -0.0078461533829855806 0.029650643279907726 -0.049662742667446635 -0.047043421315750199 0.04668386829132147 -0.02525868520072809 0.025594015666354504 0.02351031178369872 0.038753851249034549 0.027998274299999189 -0.036509867092090177 -0.044769356837421566 0.0012886407244117452 -0.0074097805545388432 -0.038070042692787069 0.0011959377391402076 -0.012931588177496048 -0.012673231219175572 0.027903762658667987 0.0031453972429347785 0.029120815858355489 -0.010068501533077191 0.0046623293983946365 0.016709322739023907 0.026397750272404825 -0.00077478540284741174
leaf_weight=3522.4363399893045 3794.0986438542604 2240.676190122962 1953.5213048681617 6058.7748757302761 2244.2464615702629 1639.2489596456289 13575.106877788901 758.84287744015455 10365.518483370543 2077.2812030464411 370.14248063415289 3373.3635991215706 6015.6509415879846 4548.0334620624781 6565.0145885124803 623.68827784061432 1850.5423841327429 1565.6123983189464 4344.3386288359761 1493.0012369975448 1674.3108230382204 1086.1721431836486 1347.0559231489897 4818.0214205235243 772.80043411999941 2103.8010171502829 682.53621171414852 2856.8003665208817 582.63626392930746 511.03990357369184
leaf_count=33947 15237 4732 10266 13939 8965 6197 189506 5490 19159 13114 2060 10786 12159 11973 69261 7521 8944 8809 30738 9345 12177 4539 3344 20105 2310 10153 4943 7957 1953 2338
internal_value=-2.08577e-05 0.0162381 -0.0290601 0.00428961 -0.000424215 -0.0133959 -0.0403579 -0.00758682 0.0366788 0.00054789 -0.0224379 0.00329522 0.0281777 0.0164705 -0.0284463 -0.046966 -0.0202241 -0.0309064 -0.0258315 -0.0207507 0.0108654 0.0178888 0.00627265 0.011532 -0.0103246 0.000459728 -0.01894 0.0086153 -0.00277863 -0.0341446
internal_weight=95414.3 61167.1 34247.3 38602.2 32543.5 14350.5 19896.8 22854.3 22564.8 13904.1 10454.3 13145.3 12199.3 9689.19 8500.77 14881.3 8950.17 8130.63 7099.62 5015.44 3896.2 6183.65 5141.15 8191.39 4953.88 2876.6 1306.22 3942.97 2256.95 4855.38
internal_count=561967 205982 355985 157436 143497 110723 245262 112943 48546 61958 90396 56468 29387 30554 80130 201970 50985 78070 42041 43292 20327 17228 18581 30891 25577 12463 12464 12496 14130 33076
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=31 8 31 1 1 0 26 26 21 21 40 47 43 26 0 47 0 7 0 22 22 38 28 23 16 35 1 22 26 0
split_gain=16779.6 4140.18 3454.45 1771.62 1525.86 1309.23 1041.98 864.656 737.119 708.462 701.793 639.932 519.615 503.818 456.672 423.499 414.042 395.027 375.521 372.908 369.434 366.408 361.557 340.026 316.312 314.727 296.97 290.271 266.796 255.883
threshold=0.50894869553282518 1.385 1.9252212180609629 1.5000000000000002 1.5000000000000002 4.2500000000000009 7.2219709770942915 5.7673598594612114 5.8309939180147916 6.8709908187627846 0.26266602362946218 1.3873052523496567 1.8758396869146059 10.729545205863907 5.7500000000000009 3.6732215048402224 5.3500000000000005 2.2650000000000001 5.7500000000000009 18.158878503825175 79.566174994653082 9.1241553158046731 0.37437407281276752 13.032118347460049 3.8484505631152026 4.381786454113846 1.5000000000000002 64.364489727254423 7.0086927904690208 7.6500000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 18 12 7 9 -5 23 19 13 20 -3 26 -11 22 -4 -14 28 -6 25 -21 -10 -7 -9 -8 -1 -24 -2 -19
right_child=2 4 16 5 6 8 11 24 15 14 -12 -13 17 -15 -16 -17 -18 29 -20 21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.022333316686799214 0.0075233947613753162 0.027889634601075103 0.026498311717431201 -0.036784992980320647 -0.0066992360292027278 0.0084477778612327189 -0.016465075952846082 0.032381968078418331 -0.049793811895283487 -0.020880226764459418 -0.012091419345599749 0.011377435636296691 -0.018118130916061317 -0.0075325869835157601 0.017847097751578167 0.032849212435025997 0.044368189780985549 0.002352379716834524 0.040557882683087236 -0.040185340088251489 -0.027212607675763972 -0.016126823087582665 0.021473491409714159 -0.022964823344804916 -0.00703900670830385 0.017379220652580539 -0.049191911101800517 -0.00021675639920742905 0.032350059299391255 0.030715137601337861
leaf_weight=1122.3467035517097 2210.120177462697 2277.3447932526469 4352.532909616828 2853.015504412353 1318.7803902551532 1585.7606796324253 1587.2923237234354 664.73059546947479 236.3594767972827 1806.5085882395506 1876.9571422040462 3930.7833144888282 2041.6836763098836 861.80865632742643 1315.5653467178345 3280.7524607479572 12698.228054754436 4004.8354963809252 4284.3221482783556 7456.3372377455235 2933.8934651613235 2008.9872764758766 4022.7553275749087 1886.1408036053181 2170.1464882344007 1210.9777460321784 12396.450826600194 2501.699650593102 2120.2994422838092 992.23665943741798
leaf_count=8744 7647 7061 10889 24933 7478 7697 8699 1977 1612 12904 15266 15450 10327 5321 5518 7417 24575 15655 8514 77193 20879 17503 11892 14078 9395 5384 180107 10584 4671 2597
internal_value=-2.14277e-05 -0.0202055 0.0220862 0.0112239 -0.0100013 0.00277188 -0.0167726 -0.0173524 0.0112423 -0.0255361 -0.0408461 -0.00416081 0.00712964 -0.0445991 -0.00456148 0.0181089 0.0398066 0.000412869 0.0300627 -0.0316085 -0.014816 -0.035079 0.0109559 -0.00861739 0.00220454 -0.00181864 -0.0469621 0.0131567 0.0196793 0.00798419
internal_weight=94009.7 49142.8 44866.9 27816.1 32885.2 19201.4 23569.1 5687.89 13513.5 13906.2 16257.6 9662.95 9316.1 14380.6 3122.07 10041.6 17050.8 7038.76 8614.74 10784.1 5732.16 9465.32 6760.81 3471.9 2834.88 2798.27 13518.8 6524.45 4330.42 4997.07
internal_count=561967 416086 145881 110417 206648 89585 171008 36305 53280 120596 209438 50412 35640 194172 18422 31505 35464 28579 20832 102174 34962 94696 24088 21775 11372 14083 188851 22476 12318 18252
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=8 8 31 47 40 36 34 47 22 26 1 22 43 16 35 7 35 47 31 35 39 26 0 22 49 0 47 22 35 1
split_gain=15546.3 4348.38 2618.23 2229.23 1436.87 1293.94 1097.23 918.171 868.485 789.022 676.355 603.081 594.008 464.97 422.335 399.411 363.235 355.375 326.704 316.935 306.822 299.497 287.632 284.138 279.908 271.17 248.355 288.478 241.93 231.861
threshold=2.6350000000000002 1.3650000000000004 1.8285561343096999 6.112044692186446 0.2670791677078721 539.68922845281634 0.26840206944565348 1.6380956388647958 16.207652683225529 5.3343308287194811 1.5000000000000002 106.37329534106023 7.2312038244241643 4.055413973910686 4.1418882269664898 17.455000000000002 7.9509294350589625 4.9872212324394267 0.37693702645884725 2.9201966563340425 1227.7564476374821 19.288965265384228 6.2500000000000009 49.480329029936883 0.3486566446356873 3.9500000000000006 11.163919421629496 34.206070883340473 4.69572334720268 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 5 10 -6 12 -1 -10 28 22 14 -11 -2 -16 20 25 -8 -14 23 -15 -7 -12 -13 -4 27 -9 -3 -5
right_child=2 3 17 29 6 11 18 26 9 13 16 24 19 21 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051699396000274619 -0.014616016670897083 -0.025375808594282723 0.0091870149811500348 0.040199675490669995 0.025889093520240991 -0.0026466086975693707 -0.021933130418018015 0.031201500459164984 -0.048494761629814725 0.0075802839405335323 -0.029886850351247846 -0.031799230252944018 -0.005422561360809517 -0.036187842072776068 0.0095432740317482282 -0.048085375783716758 -0.01250660529187665 0.046594682096145229 0.0070425759866646689 0.031571730510313999 0.014068974678210314 0.018020880419644943 0.021509160265229015 -0.04765031272158321 -0.0061189771603038807 0.035690219193028061 0.036959815998468919 0.0099647029777714322 0.00056957067120419274 0.016335369672906927
leaf_weight=1067.6828287392855 3741.4766949191689 1485.2173506319523 1137.7250755503774 1408.8781921491027 3653.7678290829062 2941.8264847137034 2708.1867188289762 2922.2361375615001 11266.425868310034 938.73998308181763 4109.8598299585283 1981.4530051760375 749.48212607949972 3281.997599311173 5934.0664181932807 316.7126288190484 1635.6184919141233 8518.5239649638534 1518.1350086033344 2544.4489136114717 274.16700578853488 276.24250520765781 2120.7500481903553 4977.858680896461 2284.4768161959946 6361.908164024353 3016.3275284022093 3531.6935280710459 2274.3592904508114 3666.9170707240701
leaf_count=6387 17451 7918 3330 2941 14368 18834 18003 6649 171835 5892 33065 16758 2967 34291 21572 2093 14497 16504 6377 6126 1577 1015 8662 53482 15709 13585 6220 11318 10426 12115
internal_value=-2.16539e-05 -0.0173979 0.0241206 -0.00782244 -0.0127102 -0.0187738 0.00582294 0.0132199 -0.0384715 -0.0414274 -0.0279879 -0.00419763 0.00474058 -0.0237213 -0.00132946 0.00662336 -0.0342465 0.0396068 -0.0115248 0.0231543 -0.0380447 -0.0319794 0.00747242 -0.0396169 -0.018047 0.0316696 0.0251158 0.0195804 -0.00968013 0.0229593
internal_weight=92647.2 53872.6 38774.6 37041.5 31965.7 24085.6 7880.09 22756.4 16831.1 15763.4 14757.1 9328.51 13286.2 4496.98 9992.26 6250.78 10997.5 16018.2 4226.32 3293.93 9361.89 3558.24 5062.58 9087.72 4265.93 7499.63 9470.26 6453.93 3759.58 5075.8
internal_count=561967 454152 107815 234732 219676 180928 38748 74396 219420 213033 120965 59963 50209 41198 41116 23665 102621 33419 24380 9093 88124 35306 27496 86547 32467 16915 24187 17967 18344 15056
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=0
split_feature=31 8 26 0 40 22 21 47 22 26 26 0 38 38 16 38 0 22 3 28 34 22 3 23 8 4 21 1 22 42
split_gain=14402.1 3621.87 3177.83 1471.73 1505.59 1437.22 1204.89 1091.04 1062.97 872.041 716.219 671.715 610.712 605.883 580.034 502.537 447.136 416.288 367.09 366.278 355.431 351.463 347.23 327.736 316.618 306.244 292.987 290.897 290.748 278.654
threshold=0.41948557420233501 2.8250000000000006 4.9633789793010878 7.4500000000000011 0.2406818112585592 52.888146986184964 5.5588908734671056 4.9872212324394267 18.158878503825175 20.585333041747401 3.9004484131545811 6.5500000000000007 7.0839104550098257 5.7356942119258418 13.699419388848849 5.1394032536853187 4.6500000000000012 13.473239636523983 1.0000000180025095e-35 0.44990214194954131 0.24910203776007342 130.0773200888346 1.0000000180025095e-35 3.8429905407951819 1.4550000000000003 1.0000000180025095e-35 2.3508590499720028 1.5000000000000002 55.9420508651639 12.816905316905318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 10 15 8 11 -1 12 23 22 27 28 -11 17 -8 -4 -19 -5 -6 -14 25 -2 -10 -3 -23 -7 -12 -21
right_child=1 7 5 19 20 9 16 -9 24 14 13 -13 21 -15 -16 -17 -18 18 -20 29 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0084425624625224932 0.027078591314919905 0.027792341074853278 0.032416021542450268 -0.02204209967648392 0.030960848393590475 -0.010787472201522026 -0.02775142922230129 0.04307278998063159 -0.049820346713075413 0.04481915535879348 -0.0054485330848496223 0.034337710573216454 0.011659510621146438 0.0080435263777319486 -0.0092520786044337673 0.020873960224894263 0.013366436274479027 0.0070946296754691371 -0.020050684982576641 0.014659028236241673 0.0029451401969867188 0.061068794554376221 0.0051539819932314816 -0.035819953194704872 -0.035230582306344078 -0.037176752582049243 -0.023980838633260372 -0.03654978291183713 -0.041211107963307847 0.037529091609034504
leaf_weight=2392.2473908439279 218.76210647076368 3858.7220883592963 744.90159906446934 398.05023853108287 2489.6111813820899 1327.021271944046 1134.9217443317175 11046.288696903735 9684.0800205543637 792.66771885752678 1035.862976308912 7019.4693469926715 1473.2192920185626 3470.1520665325224 1325.0921984016895 3846.3389193564653 1583.9474387690425 2294.4167178198695 2724.1324478276074 2345.0290830358863 2076.2812494970858 106.39205297455192 5131.6666532158852 3885.3028319627047 6036.5875908955932 190.32814679294825 2099.754806574434 6287.2135040275753 1259.1787162348628 3082.8559566885233
leaf_count=14842 895 8979 1922 2372 7850 6331 9407 22576 156273 1789 5085 15515 9323 16786 6680 16192 8109 8222 16813 8741 9275 384 16967 37151 58318 917 18151 58993 9722 7387
internal_value=-2.21527e-05 0.019051 -0.0206848 0.00304143 -0.00551958 -0.0078811 -0.0348341 0.030956 -0.039493 -0.0184563 -0.0165029 0.0226941 -0.0239774 -0.00513839 0.0109865 0.00687761 -0.00379716 -0.0024631 -0.00764019 0.0242534 0.0182211 -0.00725115 0.0137915 -0.0324672 -0.044218 0.0247384 -0.0198793 -0.0320599 -0.0250697 0.0276485
internal_weight=91360.5 47507.6 43852.9 20261.1 14435.2 23021.2 20831.8 27246.5 18112.9 13411.4 9869.26 16200.2 11293.6 5765.19 2117.76 9609.79 2718.87 5763.45 5018.55 5825.94 4565.89 3679.37 9180.72 4104.06 15720.7 4049.05 2206.15 7614.23 2295.04 5427.89
internal_count=561967 170218 391749 105264 86764 144800 246949 64954 229433 101651 69639 42378 93182 31593 8469 43149 17516 26957 25035 18500 17125 27858 26863 38046 214591 9896 18535 65324 14807 16128
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=0
split_feature=31 8 47 7 1 0 28 1 1 26 22 26 18 26 26 33 31 31 0 43 16 16 42 0 38 47 43 7 35 42
split_gain=13252.8 4262.69 2320.8 1467.94 1241.1 978.026 930.227 871.878 802.719 739.91 685.566 586.285 550.86 511.123 445.341 385.967 372.71 365.215 363.999 358.604 341.485 335.027 309.193 295.561 294.056 276.931 271.525 263.361 251.523 246.215
threshold=0.6609228506508078 1.4150000000000003 3.1606295165894234 3.0450000000000004 1.5000000000000002 7.6500000000000012 0.42288226272996526 1.5000000000000002 1.5000000000000002 3.9797343814926212 84.254516552665237 7.4484572387754211 46.135853753281644 4.0336077903760126 11.163838134882687 32.455045344866996 2.0337424154672559 -0.066025211895481703 4.9500000000000011 1.4719325169386244 9.6116746372011921 5.9699311385789313 15.534840540138786 5.7500000000000009 11.757168258051566 7.9236806708026855 6.5648748114630475 2.6650000000000005 5.1749975554054251 16.534609250398727
decision_type=2 2 2 2 2 2 2 2 2 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 23 9 -5 -1 19 29 13 15 27 18 24 -9 -4 -15 -8 -3 -16 -13 -7 -2 26 -12 -10 -11 -19 -6
right_child=2 3 16 6 5 22 10 11 14 12 25 21 -14 17 20 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051219806840704478 0.0193016629636549 0.025656945840344843 0.028740136851275713 -0.031527122965062507 -0.032256102910834833 0.011768747029056587 -0.024336691830279696 0.0075688367356963084 -0.034810279384831229 -0.0039435255755649185 -0.012135908504169469 0.0080749161994873499 -0.013790975226555029 -0.0018098013615033687 0.022225038065723152 -0.047070450377830614 0.044264473151409273 0.016851994141191252 0.010389344412534455 -0.0074684883088692771 -0.018914576533822267 -0.031796017905841689 0.038512045028235124 0.039939203692691917 -0.0027731615427079217 0.023544554189628142 0.00011629082544500948 0.02291520465454383 0.036108262404455603 0.0047469471924971836
leaf_weight=1888.0217047333717 3491.4364019036293 1006.7872694432735 6867.5168548859656 1786.2411213628948 2461.3824101909995 2455.0408227518201 1328.3201036714017 332.16820515692234 7862.9781336337328 1294.195577327162 4944.0750703252852 793.50299739837646 2673.5441669300199 1711.7513186149299 777.23814522475004 11980.352464929223 8846.552554089576 4673.5134761147201 1747.2238783314824 4334.5827861353755 1437.0489062666893 1568.0119674280286 1930.7756802067161 3448.374620847404 933.82748533785343 611.02371519804001 598.84467314183712 3096.0915267020464 2661.5436569713056 550.00536314025521
leaf_count=12820 9662 3169 17422 15028 19944 8189 10087 1947 73473 5899 33331 4026 12209 8298 2648 193756 18405 16493 8585 19401 8433 14890 4093 7002 7083 1696 3666 9761 8271 2280
internal_value=-2.25314e-05 -0.0160739 0.0228888 -0.00650889 0.012175 0.00383377 0.00285967 -0.0371044 -0.017266 -0.00474537 0.00633433 -0.0412194 0.00410161 0.0129999 -0.0246461 -0.0455964 0.0374799 0.0189861 -0.00460875 -0.00122472 -0.00447414 -0.0183988 0.023542 0.0295564 -0.0294 -0.0082113 -0.0323385 0.0149976 0.0238392 -0.0254978
internal_weight=90092 52977.1 37114.9 36415 21400.8 14461 19463.7 16562.1 16951.3 10075.2 17677.5 14674 7063.83 12122.4 11609.9 12312.5 15714.1 9046.81 3075.54 5341.37 2214.29 2361.51 4385.82 6939.81 9395.65 5555.1 8461.82 4390.29 7335.06 3011.39
internal_count=561967 447101 114866 219662 79039 62375 101789 227439 117873 50093 86761 214619 27869 51734 95303 195703 35827 33062 18672 22570 11081 18916 12282 16664 84222 35027 77139 15660 24764 22224
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=8 8 31 47 0 40 22 26 26 22 36 1 43 0 38 22 16 33 47 1 35 26 34 31 26 35 29 21 0 22
split_gain=12313.9 3685.35 2307.81 1981.8 870.91 856.701 748.243 744.003 704.389 655.261 617.381 555.297 530.164 529.724 526.727 478.692 452.121 435.288 402.515 379.463 345.53 322.718 304.254 304.112 299.313 290.769 284.148 272.494 271.164 250.015
threshold=2.6350000000000002 1.3450000000000004 2.0337424154672559 1.4495711553757631 4.8500000000000005 0.22897751381642564 16.207652683225529 5.0351866334815165 4.5583039971959325 52.284670304846394 351.84383202584871 1.5000000000000002 6.6647159375282561 4.3500000000000005 6.1033470237121419 17.701870259893706 3.1670645928809971 476.74298865930342 4.0120912923473986 3.5000000000000004 4.2506898266431934 12.212034763991637 0.25640244475855051 0.19767713829823239 4.317008272653684 4.381786454113846 15.813779793911818 4.9167193730918202 5.3500000000000005 25.176533783609347
decision_type=2 2 2 2 2 2 2 2 2 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 7 15 10 -1 13 -8 25 29 -12 18 -3 -11 -2 -10 27 26 20 -17 -18 -7 -13 -22 -9 -6 -15 -4 -5
right_child=2 3 28 5 12 22 8 9 16 14 11 23 -14 17 -16 19 21 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005154089549399981 0.025605045695630515 -0.039331557448252695 0.026242923206035808 0.0023921631446243998 0.01228805066965933 0.030589423676242389 -0.048253373493147525 -0.0084133535798029974 0.015001355007404347 -0.031290886329752819 0.035672272291912298 -0.020495079185740599 0.036363829089492115 -0.033575863825001107 -0.0021958325765138714 -0.017700872922783013 -0.036558377957518318 0.010077086878153353 0.029880653188818364 0.054834371083970823 -0.020945403075803917 -0.00098580431583088234 0.0077638511516062618 0.0059074888855149207 0.0099965931303243674 0.01604408623236446 -0.015294128492161087 -0.0082496171172980574 0.042401623014357244 -0.032101234638165173
leaf_weight=996.19502687454224 1676.371768578887 4614.6660089530051 3482.5419280938804 711.61167611926794 5498.7443090938032 3541.1058310419321 8830.0747445635498 2141.2587683312595 622.39286352694035 3623.1807173937559 1222.0498710423708 1532.6717876680195 3869.8621227443218 2731.2705334797502 2725.8827522583306 3414.2542971894145 3724.6990128941834 1210.1320016570389 2922.6304826065898 267.99732055142522 997.83840163424611 769.25462359189987 2484.0702775493264 3781.5989860296249 3606.1097932495177 2810.0834163278341 1124.7371076866984 1737.8519040569663 10202.722664508969 2006.8314527608454
leaf_count=6053 4272 50374 8597 3262 17986 11075 151022 10752 4348 30269 3058 12231 8527 27723 17573 16218 46064 8859 6899 476 4960 4357 10425 17677 13004 11738 5049 11004 21827 16288
internal_value=-2.26091e-05 -0.0157625 0.0219825 -0.00727416 0.0124367 0.00650576 -0.0367096 -0.0170247 -0.0396999 -0.00816679 -0.00304693 0.00528138 0.0207529 -0.0267487 -0.0187993 0.00123788 -0.0249378 -0.0165245 0.0144244 -0.00369182 -0.00564797 -0.0304692 0.0211789 -0.00170719 0.00329037 0.00546722 0.00760431 -0.0237276 0.0382897 -0.0230718
internal_weight=88880.7 51816.9 37063.8 36874.3 23378.5 15279.9 14942.6 21594.3 13946.4 11300.4 9254.76 6536.32 13416 10293.9 6349.06 9962.57 5116.35 5679.25 9546.11 8286.2 8018.2 4493.95 6025.18 5314.27 4603.95 4951.34 6623.48 4469.12 13685.3 2718.44
internal_count=561967 454152 107815 242308 77391 74016 211844 168292 205791 70332 52516 32966 38461 97960 47842 38930 54769 47586 29934 34658 34182 50421 21500 29908 17964 22490 23035 38727 30424 19550
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=0
split_feature=31 47 8 0 26 26 1 43 26 42 23 16 22 22 22 43 16 43 15 0 42 1 22 33 26 21 26 0 36 43
split_gain=11422.7 3109.21 2617.61 1908.2 1652.47 1003.58 963.027 793.68 675.644 673.172 625.951 599.83 571.419 554.63 544.655 517.948 464.856 422.234 365.003 359.487 352.934 348.904 317.124 340.337 308.745 300.856 297.478 285.588 283.133 268.363
threshold=0.40461914878739919 6.112044692186446 1.405 7.4500000000000011 7.0771950937562584 8.1504891883605541 1.5000000000000002 6.6647159375282561 5.5875912002043053 15.201143220069866 3.4075737895381164 6.6449230043666585 71.114383539095329 34.206070883340473 31.105477627077459 1.5614518073185615 4.2422694392266758 1.2774641956049673 37.027788685644673 5.8500000000000005 17.495760713604852 1.5000000000000002 23.472887686081787 445.15732639333925 3.1828007057733161 10.908211597012821 17.188171244277232 6.9500000000000011 358.52507188305964 1.3040894558557037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 6 7 -2 15 10 28 -1 19 -13 -6 24 21 -10 -16 26 -7 -19 -4 -17 -24 -8 -3 29 -9 -5 -15
right_child=1 25 5 9 13 11 14 27 16 -11 -12 12 -14 18 17 22 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010008006141919365 0.011320757087575808 0.027227129075577113 0.019532709246070298 -0.01583092625482662 0.033390904635053252 0.038666228443264027 -0.022308852883331204 -0.00096984118945109765 0.015773127316610725 0.039638755899839777 -0.046358763196844198 0.0093231422856350187 -0.017240833498171283 0.021850186851409405 -0.0092859880775117282 -0.011615180079317828 -0.027527832968798238 -0.041110545299430895 -0.054779620517502306 -0.01578472113196977 0.00014024093600634909 -0.01474143550538813 -0.038439653560763606 -0.012793522417507428 0.010977201128701555 0.043031182734250203 0.028472447079286846 0.038153286696122973 0.018639931786055559 -0.0050554263240299635
leaf_weight=519.18156013265252 3737.6835356019437 4625.4179005287588 908.58788247406483 696.84611283615232 3326.9060857445002 1521.3324552997947 1083.4163652472198 1825.848499905318 770.68247284367681 5169.1901619024575 9595.1252953112125 4228.6725821793079 3883.8156243339181 1356.3763033635914 2352.7425659522414 2230.1818954609334 3166.2839862816036 3817.8616085015237 222.78669622540474 378.54076039046049 600.01619805023074 4062.7136310487986 6110.8755073659122 1641.0024691037834 1951.4759809784591 8629.6129547096789 1646.5949541963637 626.51842781156301 4103.951322183013 2926.1625377871096
leaf_count=3083 12469 12389 3331 3778 7333 4395 7211 10018 4611 11143 165801 16167 23580 4270 17848 12361 32697 37557 1253 1828 2760 34742 59472 13501 7655 18638 4183 1752 13683 12458
internal_value=-2.3008e-05 0.0170628 -0.0190773 0.00884531 0.000932086 -0.0100844 -0.0102747 -0.0173396 -0.0366249 0.027118 -0.0434654 0.00252821 -0.00339424 0.0169442 -0.0185065 -0.0216634 -0.0190514 -0.0263961 0.00804992 0.0278171 -0.035508 -0.00847727 -0.0282305 -0.0330106 -0.000905479 0.0375163 0.0104107 0.00902514 0.0136364 0.00346619
internal_weight=87716.4 46247 41469.4 32992 23022 27418.1 13543.2 17405.7 14051.3 9969.99 10114.3 10012.4 8112.49 9478.83 9805.51 14953.4 3936.97 6770.62 6151.92 1899.87 4417.88 4971.3 9982.06 7751.88 3034.89 13255 5929.13 2452.37 4800.8 4282.54
internal_count=561967 174628 387339 143601 114997 181147 85500 135177 206192 28604 168884 45970 39747 29497 73031 123407 37308 58165 22164 6223 40317 38073 85334 72973 14866 31027 20911 11770 17461 16728
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=0
split_feature=8 31 26 7 47 22 22 47 22 22 0 47 43 26 43 42 7 28 26 16 21 35 39 0 47 0 31 26 35 22
split_gain=10544.1 4006.55 1884.93 1386.76 957.017 931.894 891.141 544.384 542.565 497.058 495.075 477.433 441.783 422.965 421.149 416.805 410.508 418.292 407.11 405.974 369.502 355.27 408.753 349.562 328.352 310.414 309.545 304.469 320.182 288.766
threshold=1.8250000000000004 1.5840396685005385 4.7198604532631423 2.8250000000000006 1.9415681514616345 35.084809883358943 62.977223399275672 5.6852098110163283 23.472887686081787 23.04428435076986 4.2500000000000009 7.9236806708026855 1.211042812910863 10.729545205863907 6.1265211230029903 16.62524687023577 14.525 0.32799633165044723 8.3519019367071206 1.8452031891093996 5.0308211364760451 6.9592713686635408 1846.076980482997 6.6500000000000012 1.7163099797947885 4.8500000000000005 -0.54879856812894734 19.288965265384228 5.5806257794723235 55.359543120615307
decision_type=2 2 2 2 2 2 2 2 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 5 8 9 24 10 23 -2 -4 18 16 -10 19 27 -12 17 -8 -5 -11 26 22 -19 -3 -1 -22 -7 28 -14 -6
right_child=1 7 4 6 29 20 11 -9 12 13 15 -13 14 -15 -16 -17 -18 21 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.02523720714808645 0.0074133466521043752 0.015223176289490138 0.015362103166276835 -0.008065571472919161 0.0292195808146349 0.036407304665950456 -0.055740185390833308 0.042199168580183515 0.0035210149932256951 0.074322133360684925 0.015146295706180125 0.025191853148976796 -0.040929978305948682 -0.0027108401221954547 0.0040148852977421705 0.034089878271954102 -0.043672119896807166 -0.012552429893410695 0.022558715376286481 -0.029932740043932544 -0.043351759787751951 0.015503821913428601 0.03601168883650574 0.034408888715569588 0.0036436122701469405 0.0018939691840753527 -0.047078027124478644 0.0080671869968146678 -0.015779029611705554 5.5835490565757311e-05
leaf_weight=3211.9422477371991 3360.7215004228055 4932.8048037141562 991.15569168329239 2926.106708753854 1478.5171270631254 112.24131583049893 358.39560981839895 7927.9102555848658 2214.4415143728256 94.768253222107887 7529.1776623949409 1411.2147908546031 3298.9550412669778 2130.012252882123 1275.9673330336809 4726.4793257005513 673.52336014807224 4565.6440538913012 1724.9827331230044 6365.6791474595666 727.60005310550332 2376.6292190775275 478.71058482676744 4577.1032307595015 1418.9079646319151 791.38160471245646 10295.869176145643 541.30397105962038 2052.809594206512 1992.8341555222869
leaf_count=34885 12030 14261 4308 14069 5690 1602 3106 18017 10240 374 25195 3507 22503 12499 5129 11014 4372 25041 4865 72955 10707 10078 1412 10640 9509 6941 179497 2077 12476 12968
internal_value=-2.26128e-05 0.0125601 -0.0242239 0.00375038 -0.0100156 -0.0354245 0.0102131 0.0325234 -0.00982538 -0.0181647 0.0171811 -0.00172991 -0.0159995 -0.0220329 -0.0220292 0.022452 -0.00622451 -0.00298237 0.00329228 -0.0284034 -0.0428157 -0.000434432 -0.00794368 0.0244572 -0.016388 -0.019779 -0.0461777 -0.0276682 -0.0312827 0.0124773
internal_weight=86563.8 56952.9 29610.9 39515.1 13053 16557.9 26770.9 17437.8 12744.2 9581.62 16906.7 9864.12 9383.48 8590.46 7169.04 12255.7 8452.9 7779.38 4651.09 6460.45 11927.1 7420.98 5044.35 9509.91 4630.85 1518.98 10408.1 5893.07 5351.76 3471.35
internal_count=561967 210032 351935 167114 108794 243141 102659 42918 64455 90136 55143 47516 52425 85828 42185 36209 44009 39637 18934 73329 198747 36531 26453 24901 44394 17648 181099 37056 34979 18658
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=31 8 26 0 26 42 22 39 22 0 1 42 43 33 38 38 16 3 40 23 43 36 38 33 0 16 4 7 22 31
split_gain=9807.3 2865.82 2336.32 1404.87 1424.07 1034.9 1022.89 749.741 709.23 668.481 635.327 541.998 501.009 494.288 485.235 474.27 399.833 392.584 365.04 361.196 341.246 323.334 323.278 310.134 294.064 276.132 258.697 257.12 250.975 247.342
threshold=0.39034898467117213 3.4250000000000003 4.9633789793010878 6.7500000000000009 7.0771950937562584 15.534840540138786 58.413274367025814 1742.5413805308792 18.158878503825175 5.1500000000000012 1.5000000000000002 15.679706185487285 1.2500254323499493 536.97229613799834 7.0839104550098257 5.5899277374404317 6.5844881268324427 1.0000000180025095e-35 0.17878635744291707 14.203742523661361 1.5919550872255546 358.52507188305964 4.7548719939125759 240.87184828984257 4.0500000000000007 58.71443603673044 1.0000000180025095e-35 3.1650000000000005 12.164182562587213 2.467116045581919
decision_type=2 2 2 2 2 2 2 2 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 5 4 8 10 15 14 -2 25 20 21 26 -9 27 17 28 -4 -16 -6 -1 -5 -21 -7 -14 -3 -10 -8 -12 -11
right_child=1 9 6 11 19 23 7 13 12 29 16 -13 24 -15 18 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017384667556412454 0.013576924185983847 0.018454867160948518 0.010483760948643991 -0.011920003808243576 0.034777539586028333 -0.012907607500858707 -0.038661843916710528 0.041400910312480485 0.0027910483602689709 0.028595131341888649 -0.0033783610815546978 0.037926660131466366 -0.041131495322139638 -0.0077356758275892714 -0.0197737751573978 0.020678448160783819 -0.0028204770573613553 -0.013935691588792772 0.019724843989532136 -0.012443273402494071 -0.025017965512650772 0.017458338996947344 0.018092152297914884 0.025842411007285033 -0.019026664630942991 -0.042472267459823076 -0.043661043530928687 -0.019334493472228015 -0.043926857950739119 0.042346884038533622
leaf_weight=695.13142877817154 1909.0304434485734 5846.8615324757993 3035.5902418717742 1139.6914847046137 1843.2754493504763 2217.9581901393831 3841.0154212936759 764.47595162317157 2544.8204029612243 5651.8653714433312 394.02513938397169 3019.0340863950551 2505.5893936529756 1548.5683103986084 1474.6748456321657 3201.2448034882545 663.55335796624422 3595.1984150484204 969.51672258973122 1299.7491277605295 1494.828697912395 5254.7373164407909 2602.0176668539643 673.03810411319137 3765.8913029618561 192.07611601799726 339.7370711453259 3117.4294617176056 12112.200641538948 7758.1774620525539
leaf_count=3397 7458 16383 10519 6066 4337 15871 37771 2629 15894 14110 2576 6755 24408 10168 14206 14139 6230 22339 5412 5992 11233 18292 8750 3557 27456 1000 4379 24172 198721 17747
internal_value=-2.32435e-05 0.0157871 -0.0181671 0.00500086 -0.00365942 -0.0313304 -0.00701794 -0.0169977 -0.0141457 0.0303304 -0.0364958 0.020466 -0.0199258 0.00850428 -0.0232712 0.00487382 -0.0406426 -0.00275641 -0.00410619 0.0165373 -0.0115586 0.0122222 0.00792025 -0.00388641 -0.027858 0.016517 -0.00267998 -0.0300031 -0.0426493 0.036551
internal_weight=85471 45672.6 39798.4 26223.6 16810.1 18250.7 21547.7 11715.7 11065.1 19449 15359.7 9413.46 9156.04 2313.04 9402.64 9832.03 13169.8 6630.79 2444.19 5745.04 2189.96 6394.43 3901.77 2891 6271.48 6038.94 2884.56 6958.44 12506.2 13410
internal_count=561967 179027 382940 129787 98674 241585 141355 94358 79595 49240 222157 31113 72137 12797 81561 46997 207527 32858 19618 19079 14630 24358 14742 19428 51864 17383 20273 61943 201297 31857
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=0
split_feature=8 8 31 47 1 38 40 47 40 6 29 34 26 36 26 1 26 0 1 22 40 35 22 47 35 38 6 31 0 0
split_gain=9080.83 3043.95 1864.99 1698.54 1236.26 946.856 840.927 698.202 667.605 606.449 547.586 509.105 487.524 468.04 368.939 368.098 340.763 339.012 322.42 320.103 318.005 302.126 277.91 258.951 255.593 236.055 225.531 222.049 215.295 212.494
threshold=2.6750000000000003 1.3150000000000002 2.0337424154672559 8.7523908089664655 1.5000000000000002 7.7930496210294988 0.23756185127979509 4.0120912923473986 0.25652125130458531 1.0000000180025095e-35 11.981006862128121 0.27058785068796648 4.2865872198263162 301.96821752848263 11.406365040636141 1.5000000000000002 11.657225158409478 9.0500000000000025 1.5000000000000002 109.03281840877192 0.32094938406144452 8.5797254226698971 23.472887686081787 7.2094064421559469 4.7789956456120199 5.992709807649911 1.0000000180025095e-35 0.0037450975825919306 8.7500000000000018 3.9500000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 16 9 14 -2 15 20 17 22 18 -11 21 -7 -1 -14 -8 26 -3 29 -17 -10 -6 -15 -12 -4
right_child=2 3 23 -5 5 12 11 -9 25 10 28 -13 19 27 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013102476732217615 0.024233375362471721 0.010136430678707314 0.0068767049354921551 0.023833300589133754 -0.016537783422361105 -0.021517825020313117 -0.0035995622780730465 0.027728618661982236 -0.017080778819939274 0.021698060823143416 -0.017137735940633971 -0.022567552581664856 0.025402079425712598 -0.0043354926011321881 -0.0019151509191476274 -0.0099073700243023401 -0.0039967710796896903 0.022596135821891503 -0.04417507561523034 -0.0035431335205311242 0.030502603546357726 -0.0082968690398615517 -0.014257409805730849 0.042899063554604759 0.011652265510697287 0.024668844829606077 -0.039047675919556157 0.026650057266346734 0.014346049908557076 0.032256414942215095
leaf_weight=915.38466218858957 3694.5089233852923 2058.6578992530704 972.8770359531045 4130.3528798855841 1295.9797318764031 2733.0194185860455 2558.2225735299289 4890.5894907042384 1195.3850220404565 3337.7780365198851 3909.5440798401833 3002.0627168677747 2037.1291137970984 727.28159001469612 625.88984233140945 2807.1251721903682 1134.1125746890903 518.07184298336506 9488.6824906021357 1798.3734426721931 932.90614188089967 1114.6682265885174 2697.4242908284068 5931.9005547054112 2693.9874455854297 472.35491412132978 7870.5698739252985 2820.4420982040465 630.58336802572012 5416.1726894527674
leaf_count=7643 10286 7938 2935 12285 11092 29162 16607 12069 11275 8965 18928 22683 9248 3527 3733 12813 6011 2511 174075 12342 3601 10667 14656 14185 9565 3540 86348 8190 1976 13111
internal_value=-2.33621e-05 -0.0135861 0.0198062 -0.00640965 -0.0101609 -0.0157139 -0.0218356 0.0110721 -0.0347403 0.00630094 0.00134904 -0.00746961 -0.000243668 0.00655374 -0.0391983 0.00859872 -0.0300071 -0.0144881 -0.0414412 0.0118304 0.00551328 -0.0328763 -0.0036986 0.0353763 0.000650746 -0.00525601 -0.0358652 0.020298 -0.0127649 0.0283918
internal_weight=84412 50127 34285.1 37429.3 33298.9 24995.1 17908.5 21964.1 12697.7 17073.5 13379 6493.19 7086.59 8303.81 11030 8838.89 11415.3 3251.09 10404.1 3835.5 3491.13 10281.2 4756.08 12321 5501.11 1667.74 9166.55 3547.72 4540.13 6389.05
internal_count=561967 457134 104833 256868 244583 210272 157009 74602 200266 62533 52247 42891 53263 34311 185451 31343 114118 31673 181718 21590 20208 108107 22594 30231 22378 14815 97440 11717 20904 16046
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=0
split_feature=31 47 26 0 26 42 22 47 1 42 16 22 26 1 8 15 22 43 33 38 8 0 0 26 21 0 0 33 36 26
split_gain=8418.87 2572.74 2127.72 1555.99 1419.68 1150.84 944.744 771.32 666.455 591.476 473.452 486.825 468.686 442.053 426.043 412.904 375.801 371.964 367.082 358.633 374.752 320.87 302.411 291.533 286.14 270.059 266.823 262.647 261.952 253.934
threshold=0.39034898467117213 6.112044692186446 5.9562263212730677 7.5500000000000007 4.0336077903760126 15.534840540138786 24.775306964922777 1.3873052523496567 1.5000000000000002 14.607386488695139 4.4428803008598923 70.322332353892165 10.94434279063524 1.5000000000000002 1.3950000000000002 30.996855426552223 39.273485638584603 1.6123445526488032 483.49756348201544 7.8874562869717435 3.9550000000000005 7.7500000000000009 8.3500000000000032 11.919958040928233 10.582292799696132 4.0500000000000007 5.0500000000000007 243.09325081330579 764.96367981687104 13.634148061070976
decision_type=2 2 2 2 2 2 2 2 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 5 4 13 8 -6 10 17 28 26 -12 19 -2 -10 -14 -9 -1 -16 20 -8 27 -20 -18 -3 -15 -4 -7 -5 -13
right_child=1 24 7 9 6 21 12 16 14 -11 11 29 15 25 18 -17 23 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0170058936618168 0.0029923443105830182 0.02402360151430568 0.034358701325198054 -0.0029724262136333955 0.029299722679032459 -0.016673575911214999 -0.01763507510067254 0.025900099673001376 -0.045390072535836164 0.035848472979335091 -0.0048329039417361304 -0.035636444713384612 0.019767453518169768 -0.041304378922769391 -0.035084798611723408 -0.04679674944768427 -0.010260282245897603 -0.023014443262533997 -0.017402702875910368 0.01315494450245213 0.011885170474232667 0.032888963383673565 0.040644481260615539 0.015404433996560114 0.040071153028928164 -0.017332642536596894 -0.025220071882497936 0.016208804661558388 0.022271475385540189 -0.01159474225821684
leaf_weight=860.0175759345293 1711.6214559562504 4290.1345615312457 775.75353532284498 1922.950288683176 4065.344360537827 2517.5226079262793 4902.9515311121941 2233.5181053467095 7706.7817451134324 5214.0848078243434 4966.6636517085135 3111.9536889716983 3723.3547552339733 1897.3152025081217 5273.9212141633034 248.52444562315941 2562.6858552023768 1787.0619050189853 1554.7566022574902 1998.8539695292711 1377.0368243791163 537.89040092378855 262.21707980334759 1947.3094233721495 7879.9843666478992 3085.6904358230531 247.99960532411933 800.33317413553596 2207.2596612237394 1697.4028090238571
leaf_count=4042 6589 12204 3540 8868 10152 18852 30096 6604 156086 12399 26792 32603 10886 21985 60644 1342 17389 13052 16246 9127 4153 1880 1369 7248 19076 25105 1785 4684 7045 10124
internal_value=-2.34594e-05 0.0148172 -0.0170347 0.00744593 0.000458611 -0.0276548 0.0084139 -0.00414018 -0.0331187 0.0246525 -0.0124247 -0.0158125 0.00148304 -0.0189299 -0.0372521 0.0156025 0.00912754 -0.0100121 -0.0284074 -0.00529093 -0.0111621 -0.00293406 -0.00902561 0.000821136 0.0344142 -0.0264601 0.019926 -0.00874169 0.0105184 -0.0271512
internal_weight=83368.9 44525.1 38843.8 32355 23010.7 21300.5 16316.1 17543.3 17444.8 9344.29 10799.8 9776.02 12250.7 6694.63 14797.7 3971.88 6743.51 2647.08 7090.89 8278.84 6279.99 3855.75 1816.97 4510 12170.1 4983.01 1023.75 3317.86 4130.21 4809.36
internal_count=561967 179027 382940 147747 119435 276855 65756 106085 251439 28312 74844 69519 55604 53679 234345 12228 31241 17094 78259 43376 34249 25416 17615 24637 31280 47090 5325 23536 15913 42727
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=31 8 7 47 28 22 1 22 26 1 0 26 42 21 38 35 35 40 39 33 42 43 43 26 43 7 8 26 16 26
split_gain=7813.86 3385.78 1477.65 1132.06 1092.01 768.363 683.351 663.088 625.821 619.772 548.738 601.69 459.139 410.312 382.857 380.602 368.143 346.977 327.891 305.751 304.913 300.63 292.3 289.691 278.347 259.61 233.419 226.367 220.359 210.046
threshold=0.94133054963414564 1.3450000000000004 2.8250000000000006 3.1606295165894234 0.40222222494395332 92.303237741845479 1.5000000000000002 16.207652683225529 4.5583039971959325 1.5000000000000002 7.4500000000000011 7.2219709770942915 16.62524687023577 2.844032222900116 7.4394575437127086 5.9324558566777874 3.4333334911413012 0.27936696934723976 1965.2377630416443 955.46649533447101 14.561107483348572 1.2503746500194104 6.1265211230029903 12.212034763991637 1.4719325169386244 3.9450000000000007 4.4150000000000009 44.645222937331518 58.71443603673044 3.2961726014484629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 6 -4 10 -2 -1 -9 24 11 15 21 -10 22 29 -13 -16 -7 -20 -12 -8 27 -15 -3 -23 -5 -11 -14 -6
right_child=3 2 4 26 5 18 12 8 13 14 20 16 28 23 17 -17 -18 -19 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0073128690300648287 0.028774579167966503 0.021119140268018938 -0.031317502767429638 0.026456735949237767 -0.030276943631052496 -0.013925917996595538 0.010830725431930265 -0.045786860244171168 0.026088784591117117 -0.032313535519454893 0.013419651722536403 -0.0010209549279938867 0.022365443975533476 -0.032980981561597941 -0.01351324378878343 0.01214030326296341 0.027714922508014401 0.036791502840250144 0.040024277324260157 -0.0046312832297383767 0.03893367173554968 -0.025706984962193181 -0.0020589614864623988 0.00096397149894072705 -0.0070209280396928992 0.00070428500531518408 0.040808121718857053 0.040738345443937264 -0.10366639840644926 -0.0053378639058343606
leaf_weight=932.38211423158646 4818.3000926189125 1088.988711617887 2066.3927075192332 5114.3310408256948 1112.6447190493345 5151.4752984084189 2664.3686074279249 7116.1159661263227 402.76882200315595 7077.6382932364941 2246.3386503607035 1569.7257634997368 3227.2549965977669 3421.9494780935347 3188.9250552691519 2752.6358842626214 3843.9155935049057 384.07050656527281 603.49678127840161 1050.6315102018416 2446.1804119311273 1684.591052044183 976.14677306264639 769.94844747334719 4552.33872320503 2078.3153229281306 6352.4719432406127 107.65825746208429 35.059240631759167 3500.6253437101841
leaf_count=5934 11918 3563 19533 13825 9104 38131 10138 149032 2804 68506 9271 6242 9097 46990 28773 16106 11733 1435 1831 5720 5716 10124 6059 4385 20968 8247 16121 307 237 20117
internal_value=-2.34195e-05 -0.0104798 -0.00388972 0.0226661 0.00357557 0.00654549 0.0133861 -0.0332682 -0.0364992 -0.0152081 0.012097 0.0067276 0.00573394 -0.0221146 -0.0217556 -0.00257341 0.0193827 -0.00810586 -0.00770692 0.011661 0.0267199 -0.00202029 -0.0277313 -0.0267461 -0.00158883 -0.0111196 0.0344072 -0.031219 0.021011 -0.0113528
internal_weight=82337.7 56363 43719.8 25974.7 26344.1 24277.7 14507.9 12643.2 11710.8 17375.8 17472.1 12779.5 9689.59 4594.67 11734.4 7365.91 5413.64 3573 6805.6 1654.13 4692.52 6427.27 8161.44 4191.9 5641.33 3762.91 11466.8 7185.3 3262.31 4613.27
internal_count=561967 482260 273115 79707 143504 123971 49761 209145 203211 129611 78289 63302 37843 54179 105080 45327 17975 30208 45682 7551 14987 28509 74872 51375 24531 18371 29946 68813 9334 29221
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=0
split_feature=8 31 1 7 26 22 38 1 43 13 0 40 42 36 0 40 21 7 26 0 35 26 35 42 39 16 16 29 38 22
split_gain=7210.63 3032.44 1512.98 1212.36 1099.91 670.612 659.002 630.25 475.121 466.143 484.85 456.574 437.735 405.726 397.855 371.269 362.639 361.677 358.151 350.081 315.942 306.301 342.204 304.2 301.493 296.609 295.563 293.912 262.45 250.146
threshold=1.7850000000000004 1.9252212180609629 1.5000000000000002 3.3650000000000007 4.4639076477674431 87.228141279571446 6.8377272618877756 1.5000000000000002 1.2774641956049673 3.8197375572405101 9.5500000000000025 0.18654753106211244 17.03218711273178 371.70048872437638 4.4500000000000011 0.26482654785243187 4.1239452301552868 14.525 9.0810902916463228 5.6500000000000012 4.0724796619976784 15.093316252552965 6.6993478756740688 16.62524687023577 3328.3191170290825 3.1461592555799212 7.2068914191356237 7.5122484865753618 4.8429824143840055 18.158878503825175
decision_type=2 2 2 2 2 2 2 2 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 13 7 9 14 15 27 -9 -4 26 25 21 29 18 -6 -12 24 -5 -3 -14 22 -10 28 -7 -8 -11 -2 -16 -1
right_child=1 19 4 5 6 17 11 8 12 10 16 -13 20 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016858593698544599 0.018018460944039635 0.019093288878828205 0.0031803374278757002 -0.004667782899347649 -0.032873254170672099 -0.0036081972469984994 0.028596197901630035 0.0032503537293254408 -0.038363527687806556 -0.043685712011411568 -0.032686230354521735 0.026297838251627511 -0.020622987381803168 0.026827938274725967 -0.00017572547044201345 -0.0047028471616506985 0.04336361318979285 -0.036970394779881996 0.023451201730589028 0.03679706009727194 0.010677228022507465 0.010736077467358555 -0.0096779452755901257 0.03317042207596816 0.027407975696572592 -0.017241705537488501 0.037653032917155466 -0.0024542481543708894 0.021417148753460114 -0.014621497417362498
leaf_weight=888.56353345513344 3101.9055763036013 4053.3851417638361 657.45871943235397 3273.0700809136033 4470.1595850177109 4531.8864076137543 414.20190431922674 3561.284791816026 3723.6835957914591 10143.99403199181 340.04215919971466 1209.9106006287038 1492.6373565644026 1420.307813771069 1871.9833702966571 1584.09023046121 290.8137929327786 677.5211437754333 1731.4754574149847 8975.9732815437019 1753.1456761732697 497.17900631576777 1442.401862051338 3960.2705913484097 947.27456180751324 2385.3390486165881 112.92828060314059 4031.6875915527344 5668.2247176431119 2177.4315536692739
leaf_count=3991 9136 11624 5208 15811 55312 23239 2780 17371 28944 198738 5420 7634 8221 5854 7588 12211 1875 4271 4939 23279 7422 1956 9223 9464 2928 26880 1567 15336 17731 16014
internal_value=-2.31996e-05 0.0102005 -0.0216869 0.00369934 -0.0271726 0.0115756 -0.0150902 -0.0054054 -0.012186 -0.0377046 -0.0401734 0.000632336 -0.0183565 0.00473587 0.0168288 -0.0255025 0.00237145 -0.0025074 0.00506084 0.0312895 -0.00371679 -0.026747 -0.0303543 0.0219497 0.00175409 -0.0104598 -0.0427902 0.00644792 0.0160564 -0.00549818
internal_weight=81390.2 55295 26095.2 42265.6 21608.9 22661.7 10063.7 19603.9 12470.3 11545.2 10887.8 4009.45 8909.05 4486.3 16505 6054.25 630.856 6156.68 5004.55 13029.4 3245.78 5663.26 5166.09 11500.5 5479.16 2799.54 10256.9 7133.59 7540.21 3066
internal_count=561967 218483 343484 183580 317625 85971 104817 97609 73137 212808 207600 37294 55766 25859 55533 67523 7295 30438 20750 34903 15643 40123 38167 34783 26167 29660 200305 24472 25319 20005
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=31 47 8 0 26 21 26 22 16 22 12 22 17 26 7 0 26 16 33 16 16 22 43 43 22 22 22 36 35 0
split_gain=6723.96 2275.69 1807.37 1453.84 1137.37 1006.05 834.253 734.269 612.32 552.261 489.621 468.783 441.815 449.137 383.802 383.131 378.863 375.567 369.92 357.275 343.465 333.417 324.831 274.313 251.053 248.874 244.764 216.116 212.548 191.699
threshold=0.37693702645884725 8.7523908089664655 1.3150000000000002 4.8500000000000005 4.7847300021385886 8.483558666928749 10.729545205863907 54.753623285138701 8.986348988857797 18.158878503825175 138.98672494702632 44.678577631049741 11.819209571089763 5.3343308287194811 3.8050000000000002 5.8500000000000005 10.94434279063524 9.9877725522370433 745.61771642063206 2.8600271890828912 4.1878905041068819 18.620711200697109 1.3524703561908928 6.1265211230029903 149.58354095962633 12.164182562587213 71.916435227572279 4353.0859783696887 5.1115760488622657 5.0500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 4 21 11 7 10 15 -6 14 -5 -1 -14 25 -8 19 -18 27 -11 29 -2 -13 -7 -20 -4 -10 -9 -21 -15
right_child=1 -3 6 5 9 23 8 18 26 16 -12 22 13 20 -16 -17 17 -19 24 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.019010972522963399 0.00048505410993527508 0.034178351623675884 0.0084850545021047281 0.012953453932637554 0.035779808848171439 0.019716276686071146 0.042108623651595123 -0.031141229218903378 0.0087549676288590263 0.027722882460733796 0.024661585163608432 0.0069902458041091672 -0.043732064845550117 0.027268202613877836 0.0054811128396433078 -0.017582113010499126 0.029425149483891147 -0.0081649668069753451 0.012783887706370629 -0.025491831232916429 -0.029054738166486516 -0.030850478955042705 -0.02396956909066178 0.036005051696227967 -0.023228845981221075 -0.019087112482432046 -0.01378435701310899 0.043564505049894633 -0.0026115368144699037 -0.038394750468361938
leaf_weight=375.95758656412363 1077.3140014372766 10032.42079436034 940.40179871767759 4294.1910000368953 1287.3781004287302 8044.6335614696145 1473.3079001754522 6945.4467456974089 2321.3872075378895 596.37309526279569 1189.6827752813697 1408.4776247218251 6411.7676463425159 490.48163245245814 3112.1407122910023 328.8270258307457 1714.4549413882196 1084.9922763034701 957.25584531575441 1972.8207412473857 2361.8311071097851 4003.706868134439 2126.1572617404163 3808.2817445620894 978.75012278556824 6309.5780701227486 2503.4769964516163 98.177993845194578 2090.6606441177428 143.72242397814989
leaf_count=2201 5115 26908 4423 16713 2772 24114 3842 80002 8864 2260 6291 8385 141002 3006 15968 1571 4323 4426 7381 11141 28417 40780 16299 9043 10192 48631 15103 420 11016 1358
internal_value=-2.41662e-05 0.0132876 -0.015714 0.00703309 -0.00539207 0.0157626 -0.00907611 -0.0140548 0.00634863 0.0055374 -0.00571814 0.00185304 -0.0341401 -0.0362641 -0.00920606 0.0312171 0.000317952 0.0148562 -0.0247795 -0.00841603 -0.0202821 -0.0242065 -0.0116327 0.0249498 -0.00542239 -0.0155107 -0.00294001 -0.0300999 -0.0137199 0.0123878
internal_weight=80484.1 43541.9 36942.2 33509.4 13827.7 19681.7 27158.4 20531.4 6627 8746.68 11551.8 7828.83 9783.76 9407.8 10362.1 1802.13 7459.3 2799.45 8979.63 4659.85 2996.04 5081.02 3534.63 11852.9 1936.01 7249.98 4824.86 7043.62 4063.48 634.204
internal_count=561967 183295 378672 156387 81833 74554 202688 173308 29380 35938 75313 41397 175984 173783 69022 5413 33166 8749 97995 24417 32781 45895 24684 33157 17573 53054 23967 80422 22157 4364
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=8 8 31 47 26 35 0 1 28 7 7 6 49 38 23 42 47 21 29 26 40 34 0 22 38 23 38 1 12 26
split_gain=6232.06 2341.09 1426.78 1391.33 671.34 631.768 623.005 593.872 582.061 683.736 569.51 431.673 403.883 395.001 392.769 346.74 342.193 312.67 308.267 265.249 255.581 269.737 254.217 252.131 256.343 251.64 244.545 230.186 196.823 196.704
threshold=2.7550000000000003 1.3050000000000004 2.467116045581919 1.4495711553757631 6.5519550530099702 3.4333334911413012 6.5500000000000007 1.5000000000000002 0.40222222494395332 2.6650000000000005 23.655000000000005 1.0000000180025095e-35 0.22794738204593365 5.9649145630440366 5.4554443287987313 16.182217255966162 6.112044692186446 5.5129412751270781 17.678949560647819 9.3525400674583192 0.26928819517093155 0.21749668421576565 6.1500000000000012 26.405067532535039 5.1394032536853187 7.4274960783379198 6.8053869173832124 1.5000000000000002 0.36045323139884949 4.0336077903760126
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 22 14 -1 -3 20 11 -7 -11 15 -5 -14 19 -8 27 25 -10 -22 -2 -6 -25 -9 -16 -13 -4 -15
right_child=2 3 28 4 23 10 17 16 9 12 -12 18 13 29 26 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.225469115159218e-05 -0.013325088731075525 -0.03910531827500096 -0.19518385033785723 0.023540241260443129 0.036862667420983493 0.032486528143756008 -0.0035355853971825997 -0.013460598044069225 -0.026792439901101413 -0.023350772627240675 -0.038438848397137446 0.025583213156045243 -0.017130801188329058 -0.00094909761200774189 -0.028241423513224558 0.010087380297503461 0.0026812566425185045 0.0255171189201811 -0.0061228399715074237 -0.01351495012886126 0.023922513253907977 -0.016696045865941894 0.010401362544509435 -0.0033070515761783759 0.021037922355964987 -0.043819147853515213 -0.0060098126970709875 0.010321296656055752 0.034268336507848274 0.021005419722969213
leaf_weight=1325.9665523320436 3245.4232168607414 1995.4679946005344 9.3555864915251714 650.58379616588354 1455.7461373917758 3462.8255747370422 1604.2463101558387 752.11340027302504 6219.3950225226581 1986.4549052789807 479.63685723766685 3866.0754802264273 3428.6417145878077 1651.8776519410312 2627.7796013467014 1776.3229412287474 546.58920772373676 2190.7530812844634 1879.7614938057959 982.94475032389164 532.42421125620604 1759.231113910675 1731.1713567562401 1595.5266351886094 3354.9598585255444 7384.0747653059661 2337.0955604203045 6844.5688793845475 9233.7390674762428 2668.2089306637645
leaf_count=9814 14784 24199 94 2654 3187 8578 9853 10497 63814 17289 3040 10076 29075 13902 22293 8425 5694 6572 8002 7756 2418 12287 5783 7693 11732 162712 17157 24015 25024 13548
internal_value=-2.38635e-05 -0.0111284 0.017607 -0.00522721 0.00608563 0.0105471 -0.0024136 -0.031441 -0.0133538 -0.0107874 0.0152484 0.0168525 -0.00284265 0.00143434 -0.0129896 -0.00784192 -0.0357456 0.0132358 0.0125526 -0.0380488 -0.021533 -0.00725907 -0.00507154 0.0185706 0.0131916 -0.0410128 -0.0177764 0.0158302 0.0340361 0.0126106
internal_weight=79579 48826.4 30752.6 37834.7 15816.7 21509.5 9410.46 10991.7 22018 20022.6 16532.9 16053.2 11511.5 9525.05 5615.46 5204.96 9665.72 3795 12590.4 9119.13 8511.05 2291.66 4976.59 6406.23 4950.49 8136.19 4964.88 10710.6 9243.09 4320.09
internal_count=561967 462571 99396 266098 81141 74278 58529 196473 184957 160758 53711 50671 82239 64950 42104 37500 186659 16425 42093 180965 78519 14705 20567 22612 19425 173209 39450 34091 25118 27450
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=0
split_feature=31 47 8 1 0 26 47 1 1 22 43 42 7 22 26 26 16 16 16 4 35 0 0 12 35 0 40 18 26 26
split_gain=5750.46 2224.81 1471.48 1395.47 1008.14 995.179 692.607 594.406 626.084 588.386 453.2 441.226 431.624 379.237 384.922 364.165 412.291 410.932 335.057 312.013 299.353 265.684 246.163 244.346 240.684 236.348 222.471 219.998 218.256 205.344
threshold=0.32664804657211893 8.7523908089664655 1.3150000000000002 1.5000000000000002 7.5500000000000007 4.0336077903760126 11.163919421629496 1.5000000000000002 3.5000000000000004 25.176533783609347 1.3040894558557037 15.201143220069866 1.8550000000000002 22.610723308133341 5.2978681179015448 6.0061080848317969 5.9699311385789313 5.6354906275696157 4.1878905041068819 1.0000000180025095e-35 5.3047311240957313 4.0500000000000007 6.2500000000000009 68.352507956229587 6.558901093364466 5.7500000000000009 0.20980122174932056 16.15038675139348 12.518688256497816 10.527160481374104
decision_type=2 2 2 2 2 2 2 2 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 13 12 5 21 7 23 15 -7 19 24 -2 -1 -15 16 -9 22 -16 -11 28 -5 -17 29 -6 -14 -22 -23 -12 -4
right_child=1 -3 6 4 11 9 -8 8 -10 10 20 -13 25 14 18 17 -18 -19 -20 -21 26 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00420672793694117 -0.0056760863941454085 0.032675120348746346 -0.010030148570982663 -0.039220385512405635 -0.0060203254386255803 0.023159330351857191 0.021762441368389882 -0.032324679644594068 0.053004816778178115 0.015209266185279409 -0.030198591213029188 0.030829000939760078 0.017102665769498159 -0.044428598145982573 0.01300911456102345 0.024531673389790825 -0.00526600500635626 -0.015657873111866404 -0.03031792668675622 -0.041025185706456656 -0.010520206702936071 0.0075519123457046273 -0.031331130713328471 0.017269078913178301 0.01843198178495668 0.033173382881348752 0.017990778716580041 -0.02315334457475382 -0.003709024376029631 0.014145280551657511
leaf_weight=1018.7907570227981 1318.0214011445642 9874.5735513754189 3912.7300577163696 2029.1056712418795 2228.3408015035093 2378.7869608551264 1672.0950080230832 5897.2168598547578 316.1128413900733 3020.5700955167413 2460.3669572435319 2796.0599532090127 4699.2501991204917 5284.9036138951778 565.94022571668029 1101.5223647020757 1849.2033281624317 7052.5155592374504 2109.1678697355092 268.59989941120148 1931.3080427981913 750.23349317535758 240.20920592918992 1709.5946729630232 1835.1062397956848 4458.3754933923483 1059.5972774587572 2622.580788385123 1136.9280922226608 1132.6237103715539
leaf_count=9056 5399 27643 20105 26246 10500 6879 5439 80186 677 12606 17270 7552 14263 129764 4072 6205 16148 50008 27483 2258 13159 4905 1839 6317 7328 11048 4231 25252 4599 3530
internal_value=-2.37305e-05 0.0117156 -0.0155783 0.00580112 -0.000725519 -0.00704477 -0.00931735 -0.0115562 -0.0166824 0.00083559 -0.00454068 0.0155418 0.0210763 -0.0329298 -0.036606 -0.0180473 -0.0258653 -0.0108326 -0.0211517 0.0106171 -0.0121082 -0.0249241 0.0145306 0.000932523 0.00502266 0.0249267 -0.000419532 -0.0163234 -0.0218265 -0.00460304
internal_weight=78730.4 44867.8 33862.6 34993.2 24517.6 17658.1 24883.8 23211.7 16456.8 12256.2 9877.37 6859.51 10475.6 8978.8 7960.01 16140.7 7746.42 8394.25 2675.11 3289.17 6588.2 5401.92 1341.73 6754.95 4063.45 9157.63 2990.91 3372.81 3597.3 5045.35
internal_count=561967 201138 360829 173495 142785 117405 190454 185015 155063 61002 54123 25380 30710 170375 161319 154386 96334 58052 31555 14864 39259 56403 8044 29952 17828 25311 17390 30157 21869 23635
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=0
split_feature=31 8 7 47 28 29 1 40 26 0 1 22 26 1 0 18 26 16 38 26 16 38 1 42 35 22 43 35 43 42
split_gain=5357.48 2460.28 1149.95 965.107 890.035 705.197 651.015 578.317 491.509 485.132 423.211 395.296 394.767 379.473 376.447 355.136 347.899 339.453 334.859 310.911 417.547 294.604 271.006 262.072 335.692 250.882 212.326 209.945 202.288 197.994
threshold=0.94133054963414564 1.3450000000000004 2.6650000000000005 11.163919421629496 0.40222222494395332 11.981006862128121 1.5000000000000002 0.25652125130458531 11.163838134882687 7.4500000000000011 1.5000000000000002 25.176533783609347 9.3525400674583192 3.5000000000000004 8.7500000000000018 47.886044063998263 7.7792861567502918 8.2209624400947163 8.2424550335748119 10.729545205863907 10.398595370490062 7.0839104550098257 1.5000000000000002 15.754681990335643 4.1193718979625586 12.164182562587213 6.7382724326740435 5.8526069445493976 1.5919550872255546 15.201143220069866
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 -4 10 -2 12 11 15 -6 -3 22 14 19 16 27 -10 26 25 -21 23 -1 28 -25 -7 -13 -8 -12 -11
right_child=3 2 4 -5 5 13 9 -9 17 29 21 18 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.011334266063205999 0.027348875978137129 -0.0046419804521953927 -0.028579687449925281 0.035821590738687646 0.025461877805485096 0.02331491954425129 -0.0155822523542754 -0.0024748036144900754 0.0286000794355263 0.010115047646914198 0.0082253363912543603 -0.033321910538881921 -0.004503584843655678 0.048206395074930575 0.01684760011573383 -0.016213755631500452 0.026065149934219978 -0.0078202330910899544 -0.0080736824469023385 0.031314926202059355 -0.01233988786592969 0.020433791865942977 -0.040780197663739491 -0.0041286896094521906 0.028365540933120353 -0.017771738403957463 0.0016484904918608236 0.0091048935529930968 -0.01456275296267829 0.03168035255415854
leaf_weight=869.46305098384619 5663.6634473800659 3392.0929843112826 2098.4764808937907 6611.6157877407968 4373.4352988488972 394.74278770387173 1578.8491248339415 1672.0637885443866 936.07808475196362 2272.5175549536943 1509.1445459574461 5819.0700486339629 993.3731247112155 332.38945766910911 1531.9307331442833 2513.8770047724247 1599.3780968859792 2021.2505949437618 2206.3555949106812 949.8586582839489 1293.8824460059404 2896.3747224807739 7713.9448449760675 1553.8474721759558 1627.1206319481134 6321.4857032671571 469.03738544508815 1894.6706492602825 2745.5896212346852 2001.9666022621095
leaf_count=8008 14975 18295 21041 18733 12217 1361 8138 15963 2596 7509 8090 62043 7426 714 6176 12032 4077 10400 19836 2640 6654 14141 177748 7400 5950 50385 2630 8814 20546 5429
internal_value=-2.36385e-05 -0.00881519 -0.00330848 0.0195438 0.00272204 0.00529495 0.0134027 -0.0296068 -0.0145328 0.00674355 0.0124245 -0.019071 -0.034344 -0.00439099 -0.00605731 -0.000846553 0.00676867 0.00370782 -0.024833 -0.00997347 0.00614081 0.00690593 -0.0377974 0.00163652 0.0124927 -0.0153569 -0.0307134 -0.00211637 -0.00647987 0.0202152
internal_weight=77857.5 53721 42472.2 24136.5 27628.3 25529.8 17524.9 11248.8 14843.9 11861.3 14705.5 11886.6 9576.78 10824.3 10491.9 7586.77 5072.9 2957.33 8494.46 8959.97 2243.74 10332.1 8583.41 7435.7 3180.97 6716.23 6288.11 3473.52 4254.73 4274.48
internal_count=561967 482260 273115 79707 157315 136274 60974 209145 115800 45999 68344 102804 193182 67930 67216 33061 21029 12996 84509 61040 9294 56127 185756 41986 13350 51746 64673 16952 28636 12938
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=8 26 31 0 22 23 38 21 4 35 38 39 7 0 6 21 8 26 22 31 35 29 3 40 34 25 0 16 49 31
split_gain=4959.25 2037.69 1266.74 1194.15 1182.32 1044.35 886.374 692.311 585.288 560.105 552.938 546.86 498.354 465.753 383.337 363.434 357.296 338.552 324.414 295.704 295.182 274.826 255.756 219.605 304.699 216.201 209.942 196.456 193.009 185.416
threshold=2.7550000000000003 4.7198604532631423 2.467116045581919 8.8500000000000032 54.753623285138701 5.4554443287987313 6.1033470237121419 5.431873760858867 1.0000000180025095e-35 3.4333334911413012 5.1394032536853187 1742.5413805308792 23.655000000000005 4.5500000000000007 1.0000000180025095e-35 4.1239452301552868 1.5450000000000002 13.634148061070976 13.473239636523983 -0.54879856812894734 6.3026973548718672 10.21420687277336 1.0000000180025095e-35 0.24546733249656424 0.24745866679818765 7.8433249477146605 6.1500000000000012 2.921518118729391 0.43993828213867309 0.11689701384383386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 10 -1 11 16 17 26 18 23 14 -9 -11 -5 19 -8 -3 -7 -18 -16 -20 -6 -25 -17 -2 -10 -22 -12
right_child=2 4 -4 15 6 7 8 13 27 12 29 -13 -14 -15 21 25 20 -19 22 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0064863127021762574 -0.01288441896964007 0.031582949485061386 0.032095312060878962 -0.015078442054386755 -0.03383916248425637 0.042828287839117109 0.0019195655795480569 -0.032218404056529891 0.02837846294631758 0.030434322445622792 0.007823936823782485 0.024977639085203063 -0.036647603925778295 0.0044289085027194603 0.017515858129543663 0.027509560690920733 -0.036216316012011668 0.031310184039092845 0.0087373470684353558 -0.043493810195265985 -0.026608249055881397 0.0023161763076082055 -0.014289851196199778 0.01677761474537643 -0.026506015972766417 -0.054041103204433283 0.0088737195416571865 -0.040471627634288909 0.00068108451742682414 0.027300174181702719
leaf_weight=2224.2673459462821 3225.6396103166044 710.80949526280165 8654.5289798751473 941.5593626126647 4282.3029583655298 100.54371304810047 4905.1389922834933 1462.5806592367589 116.68542537465692 3337.1337553150952 1705.3319212570786 539.09751629829407 473.7971889898181 2129.0185620673001 7308.3106539696455 1651.5998295284808 3082.7538862861693 1224.4046184755862 2090.5882528200746 7476.9677402190864 1331.3484185412526 5014.3890771903098 2849.1972578316927 580.12372022122145 1359.3116586245596 85.478685945272446 1689.2517862319946 924.53676642477512 1262.2379893884063 4311.7482093311846
leaf_count=14998 14784 1880 25118 10293 46033 1743 36899 15002 590 8578 10258 2454 3040 12189 22850 6200 31981 3542 7801 176112 13764 19243 19408 3356 11320 812 5783 11532 10122 14282
internal_value=-2.29673e-05 -0.0100701 0.0159925 -0.0213236 -0.000509395 -0.0257147 -0.010343 -0.0299665 0.00190299 0.00937144 0.0112323 -0.0233316 0.0138732 -0.0104947 0.0154018 0.00993721 -0.0352431 0.00779048 1.85942e-07 -0.0423484 -0.025758 0.0113308 -0.00454441 -0.0275175 -0.013559 0.0234966 -0.00540613 -0.0327559 -0.0133272 0.0217803
internal_weight=77050.7 47347.6 29703.1 21748.4 25599.3 19069.7 13931.6 16845.5 7170.77 21048.5 11667.7 6760.84 16133.6 3591.6 15659.8 2678.64 13253.9 6129.54 5650.6 7577.51 5676.34 12322.7 4939.79 6221.74 1939.44 1737.08 4914.89 1041.22 2593.59 6017.08
internal_count=561967 462571 99396 293216 169355 275911 115726 260913 52563 74278 53629 63163 53711 27191 50671 17305 233722 40441 29089 177855 55867 42093 27209 60709 14676 7012 20567 12122 23886 24540
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=0
split_feature=31 47 8 1 28 7 1 1 42 47 43 26 16 7 47 43 14 40 26 21 22 43 42 0 0 34 21 36 42 12
split_gain=4565.19 1909.5 1271.47 1140.43 871.95 864.629 692.135 588.271 557.695 468.253 457.029 396.327 445.515 376.1 371.932 304.001 301.71 275.065 273.849 290.125 286.247 256.109 251.202 243.678 243.665 239.568 231.188 228.027 237.541 227.367
threshold=0.32664804657211893 7.2094064421559469 1.2150000000000001 1.5000000000000002 0.37437407281276752 2.5850000000000004 1.5000000000000002 3.5000000000000004 15.534840540138786 17.620821544859748 1.2906207473537623 7.2219709770942915 6.5210647917714812 1.8550000000000002 0.23171382516209538 1.8758396869146059 65.483010189546818 0.20754833694867494 5.070766581195925 2.3508590499720028 4.8543232062470603 6.0455079332676549 10.773978934299576 5.8500000000000005 8.5500000000000025 0.18291636931359714 10.908211597012821 907.60800079246735 19.226952080570012 184.71614774302913
decision_type=2 2 2 2 2 2 2 2 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 18 13 -5 27 15 9 10 11 22 14 23 -2 29 -4 -10 24 20 -20 -1 -16 -7 -13 -12 -19 -3 28 -6 -8
right_child=1 26 6 4 5 8 7 -9 16 -11 17 12 -14 -15 21 -17 -18 25 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01542147382842559 -0.0061705032797443006 0.020294849953189663 0.021483904043919522 -0.041627357974851814 -0.027640586300603759 0.0031029214092488798 -0.0070890452390664467 0.051058192646196203 0.02129412554505055 0.019841477841376735 -0.025442363573516563 0.026744755237778306 -0.014631072788108074 0.022819922042773298 -0.029269714871896252 -0.002047662408565229 -0.059144562866291564 0.023958704008608958 0.045163540522063089 -0.024383014722468663 -0.043795053532481934 -0.0029420244971053566 0.027145123762222841 -0.024172832224993876 0.0044763575650760522 -0.007190490137944797 0.035822410308026645 0.0023365180853480183 0.00038697779196549074 0.053438719716967169
leaf_weight=214.47573942691088 1285.1627825014293 3951.5116113238037 1800.7527672722936 1259.0214100331068 3347.0112960003316 2856.3987603485584 563.94428494572639 337.32250441238284 5560.0921851210296 888.06973244994879 2624.4862942844629 1155.5414617024362 5726.6347603984177 8639.9258099161088 8462.2369683608413 5771.254335898906 119.06997776031494 934.52207753807306 162.51736603304744 1940.6928337067366 4209.3750870116055 1036.9043268971145 1753.3740501329303 294.95220337808132 918.76396492868662 1818.2718671113253 6094.1563132442534 1334.0779354162514 976.54584837332368 214.03909892216325
leaf_count=1142 5333 12211 6547 14708 33505 15076 6876 721 18092 3378 22472 5603 39895 24730 118804 27153 742 3356 720 25452 111153 9399 6069 2026 3847 9312 17870 9453 4362 1960
internal_value=-2.41679e-05 0.0105993 -0.0141134 0.00485459 -0.00114712 0.00114423 -0.00920309 -0.0143721 0.00690197 -0.0155754 0.000285535 -0.0173774 -0.00836156 0.0190661 -0.0236737 0.00354855 0.0196076 -0.00847274 -0.0338625 -0.0190091 -0.0409241 -0.0263958 0.0122476 0.0163909 -0.0176844 0.00338408 0.0297146 -0.0157342 -0.0213101 0.00956338
internal_weight=76251.1 43472.4 32778.7 33426.7 23501.6 22242.6 26251.7 18679.6 16585 18342.3 10905.8 17454.3 7177.13 9925.09 10277.1 7572.01 5679.16 6296.04 6527.06 2103.21 4423.85 9499.14 4609.77 1450.49 3543.25 2752.79 10045.7 5657.64 4323.56 777.983
internal_count=561967 201138 360829 171057 140994 126286 222362 188662 78966 187941 60132 184563 47524 30063 137039 33700 18834 38987 138467 26172 112295 128203 21145 7629 26319 12668 30081 47320 37867 8836
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=0
split_feature=8 40 8 38 47 34 7 35 37 43 22 26 49 7 38 26 38 37 30 21 8 40 35 1 28 7 1 0 23 21
split_gain=4211.42 1863.77 1365.56 1176.03 1164.56 959.679 643.155 624.541 478.952 406.719 387.015 386.695 376.503 310.423 299.457 289.246 265.125 284.821 259.058 257.141 239.3 229.669 227.976 226.619 224.291 244.353 211.588 206.456 199.814 196.448
threshold=2.7550000000000003 0.26928819517093155 1.3250000000000004 5.4445857938650848 4.2059628292192066 0.26620343755899772 3.2850000000000006 3.9763716651561523 0.24214364527501864 6.386755219675746 25.176533783609347 3.8242444534916822 0.37906486856037908 41.505000000000003 6.8053869173832124 8.0587059618842449 8.7771752590833145 0.14656452209482082 1.9220118590266477 2.4858398251083549 3.8450000000000002 0.35302802999744615 5.1115760488622657 2.5000000000000004 0.44990214194954131 2.2650000000000001 1.5000000000000002 4.4500000000000011 9.2111764784204233 7.3337964438597361
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 21 15 18 24 13 -7 28 26 20 -13 16 17 -5 -2 -16 -9 -3 -10 -21 -4 -26 -8 -14 -1 -28
right_child=4 5 3 6 -6 10 12 9 22 -11 -12 14 27 -15 19 -17 -18 -19 -20 23 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.019719641880636157 -0.011979231760901422 0.01727024642510978 -0.049215791085475365 -0.035271321013183567 0.029875683856179103 0.0099533916366536333 0.026560482760475956 0.0041091244955422483 -0.016449320004840225 0.029419209274067382 -0.016298335117736189 -0.033354862806922146 0.00091034788807432875 -0.033403772909367531 0.051129159528953597 0.00653428125660541 -0.0032560938373966302 -0.010243224494096875 0.0085352505245143359 -0.0015370763392356232 0.019910589131328885 0.039952612788839936 0.01562183996802121 -0.042245189379597953 -0.043862542290475252 -0.020009379970142106 -0.019833633739613978 0.025258119461087327 -0.046302553326795906 0.0079588609672685724
leaf_weight=862.56515597552061 4158.6744698286057 3348.4711099267006 1246.1309815049171 2176.2924870662391 8976.7484309673309 2448.5775439552963 486.93379706144333 5368.5832976475358 1401.7938925735652 3372.277846455574 3290.8224050886929 2181.8133359327912 1188.219573751092 407.16357158869505 176.65246586129069 2072.8545651361346 3106.8949727788568 2379.6972063630819 2442.9255591183901 1314.6346295587718 4327.2614369057119 1673.8940338045359 916.33160738646984 462.03768172115088 1420.9996017329395 4392.3740783631802 1669.8686105459929 3257.7532415762544 3917.1566861793399 1026.769270889461
leaf_count=15967 19051 16463 15901 25270 27120 11229 1470 20061 10466 8776 25317 36500 8556 2589 1499 9850 26345 23330 8448 18497 13351 4910 5855 9346 14977 36215 16062 14257 109563 4726
internal_value=-2.41513e-05 -0.00936825 -0.0148723 -0.00922288 0.0149051 0.00886863 -0.00151776 0.00821147 -0.0234911 0.0143839 -0.00509866 -0.0318194 0.00935206 0.0093653 -0.0206236 -0.010036 -0.0145184 -0.0221986 -0.00438784 -0.00640317 0.0111613 0.02483 -0.00377191 -0.0121235 -0.0299662 -0.02584 -0.00377389 0.018751 -0.0415053 -0.00925139
internal_weight=75473.2 46419.5 35657.8 26742.9 29053.6 10761.8 17365.3 20076.9 9377.63 13475.3 5739.4 8914.86 7629.54 10103 4135.14 9735.74 7662.88 4555.99 6601.6 1953.32 9695.84 5022.37 2318.13 1776.67 7059.5 5813.37 3183.57 4445.97 4779.72 2696.64
internal_count=561967 462571 404652 213280 99396 57919 129866 72276 83414 44777 36546 191372 45071 36001 65842 84795 74945 48600 27499 29342 33412 21373 16321 27843 67093 51192 22258 22813 125530 20788
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=0
split_feature=31 26 22 22 47 39 38 16 0 33 38 22 7 1 4 0 22 33 42 26 40 43 26 4 7 8 35 38 35 21
split_gain=3936.39 1983 1144.08 978.53 834.527 730.635 607.183 598.307 580.243 544.077 509.016 496.043 417.686 408.148 382.381 370.327 324.254 378.322 314.804 290.492 285.026 266.887 262.224 256.95 255.597 242.973 229.803 219.011 214.536 207.301
threshold=0.94133054963414564 4.2590370612177564 67.242167518153693 37.875771093345811 11.163919421629496 1742.5413805308792 5.8388779322076179 5.1728126734549802 4.0500000000000007 672.63794834779287 7.0131952210765132 13.473239636523983 4.2650000000000006 1.5000000000000002 1.0000000180025095e-35 9.7500000000000018 12.164182562587213 172.13878817887692 16.823420006564316 10.94434279063524 0.17790774901566139 6.1265211230029903 9.4978804801479573 1.0000000180025095e-35 3.1650000000000005 1.7350000000000001 7.2928942804601569 3.5693404412497887 9.2933034986464236 3.8282480425866106
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 8 10 11 15 22 -7 23 -3 19 -10 20 25 -1 29 26 21 -12 -13 -2 24 -4 -5 -15 -21 -27 -18
right_child=4 2 5 7 -6 9 -8 -9 13 -11 14 12 -14 18 -16 -17 17 -19 -20 27 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.011017742130602151 -0.014453133240716235 0.028779934307726712 -0.029498817955098802 -0.043960613977585147 0.033239898225073471 0.036246246316262158 0.020597991257430566 0.0034839297890369159 0.029435270362917921 -0.0058244885881658902 -0.0064300454412676879 -0.020602526386265994 0.013409923171873209 -0.0034536259390258398 -0.034806463076216293 0.0029321744158900482 -0.034763775317177177 0.0029500481114762642 0.024136246027427224 -0.011324341863295522 0.024898401695105384 0.002883514942824452 0.014166317288926028 -0.054948531071985413 -0.01150792197219566 -0.034239105613733195 0.016691312333225204 0.019967164385494424 -0.0015221945290209982 -0.010416819612754381
leaf_weight=1782.6067353524268 2623.7561622150242 1467.3503750748932 4056.5363830048591 5866.576031088829 6013.5323342904449 1244.5377734713256 6083.6872651092708 1092.9055747333914 4172.1108109652996 2009.0965802744031 1700.7016572542489 4231.0433372948319 3138.3625798076391 3808.6372224241495 672.75662826932967 580.60498449206352 1899.0567608866841 2180.4701703041792 2869.5954652950168 953.37061677500606 1266.8097682073712 1693.880541972816 1151.6865466497838 590.02853393368423 3845.8646525125951 1875.1285089589655 2253.1913060620427 1352.4226043336093 683.78609252721071 1620.1821227092296
leaf_count=9087 14182 3910 43849 154162 18733 4669 27553 11905 11243 13870 15796 32059 12082 15639 9312 5822 24392 18154 8435 4273 6511 8280 3309 8085 29707 18397 8166 4672 4844 10869
internal_value=-2.4654e-05 -0.00764439 -0.000646978 -0.0212984 0.0172461 -0.0107722 0.00758711 -0.0314518 0.0115479 0.0102679 -0.0164145 0.00142075 -0.00211036 0.0165241 -0.000772012 -0.0356913 -0.00759427 -0.0134153 0.0104929 -0.00802823 0.00694385 -0.0138881 -0.00572286 -0.0231197 -0.0207432 -0.0383529 0.00403428 0.00702914 -0.0254966 -0.023555
internal_weight=74780.3 51887.8 34306.4 17581.3 22892.5 15386.3 18920.1 10099 16879 3253.63 12132.7 12836.4 11369.1 13103.5 3640.27 9006.1 7482.32 5699.71 8931.42 8230.72 2967.51 5924.92 3775.44 8492.43 7902.4 8425.49 6061.83 2305.79 2558.91 3519.24
internal_count=561967 482260 224628 257632 79707 131799 92829 195130 60974 18539 113260 65276 61366 43483 31619 183225 62502 53415 32240 49284 22307 40339 17491 81641 73556 177403 23805 8945 23241 35261
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=0
split_feature=31 47 1 8 28 7 22 26 42 16 7 47 43 38 26 14 26 22 23 4 26 0 21 42 38 12 0 12 0 4
split_gain=3700.18 1794.41 1123.2 947.858 840.768 834.709 509.712 481.823 469.831 458.625 400.794 326.879 312.35 312.087 299.831 284.385 254.901 256.213 253.872 248.365 243.326 242.865 234.019 222.834 251.29 217.109 207.864 205.815 204.041 199.385
threshold=0.24594957202229517 8.7523908089664655 1.5000000000000002 1.2150000000000001 0.37437407281276752 3.2050000000000005 28.525119184651576 12.518688256497816 14.896744865758016 11.413662231785745 2.1750000000000003 0.23171382516209538 1.3040894558557037 6.8053869173832124 3.9004484131545811 65.483010189546818 5.070766581195925 4.8543232062470603 12.232862653691162 1.0000000180025095e-35 9.4978804801479573 5.6500000000000012 2.5381684975074088 11.299215457978004 5.5899277374404317 89.318035590445632 8.3500000000000032 170.36412127753132 6.7500000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 16 -4 14 20 11 12 21 -2 27 29 -13 26 28 17 -1 -16 -15 25 -9 -18 -14 -25 -5 -6 -8 -10 -7
right_child=1 -3 4 6 5 8 7 9 15 -11 -12 13 23 19 18 -17 22 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.015109621387338873 -0.0012143421160760667 0.028515419887814527 -0.039059309111028638 -0.0063434124337285224 -0.028067989994861115 0.014722537335127746 -0.0068424277309325895 0.038835999544578219 0.012618034487579789 -0.010501375817986242 0.022355317284791187 -0.027521188711231333 -0.025213917299251012 -0.0056900289671332959 0.01174997241901209 -0.051174098993237861 0.035284886405805335 -0.043130193308585654 -0.010130849100734743 -0.040062237923555892 0.023146021624563366 -0.019029728914487842 -0.023437035391242748 -0.014639836607428326 0.011830280493849583 0.024348883593567284 0.006480233710268353 0.041549258356564867 0.032220089491747421 -0.030547863027447299
leaf_weight=199.35972580313683 2289.7720671333373 9161.8489517644048 1433.6655054371804 4294.1327872797847 2837.2115433961153 3579.47936395742 709.08965046331286 939.04640762507915 2941.3323757573962 2433.0266456753016 8495.9618798866868 7360.1966633982956 1292.630671210587 3695.9996434692293 1776.0745458621532 138.21539179235697 188.12023757770658 3579.9169505890459 5227.1115126181394 612.66928480751812 1167.4979685395956 224.71928539127111 1729.3564364351332 1740.4139741938561 1849.3269659560174 665.47469165176153 514.29922947473824 318.37777901254594 2419.6774819586426 260.95367662422359
leaf_count=1046 9361 28963 18304 26953 39338 15078 7298 2765 11039 13902 24909 87470 10573 39739 7980 864 935 104183 35202 10075 3261 1134 23779 11514 8511 3172 3097 2480 6660 2382
internal_value=-2.5114e-05 0.00871566 0.00378572 -0.0143121 -0.00183963 0.000331556 -0.00968459 -0.0143077 0.00819411 0.00184674 0.0173516 -0.0188842 0.000978337 -0.0212648 -0.0104675 0.0196397 -0.0325244 -0.040058 -0.00458166 -0.0105776 0.00260923 0.0276623 -0.0176759 -0.00741312 -0.00100323 -0.00222515 -0.0227665 0.00815254 0.0214654 0.0116465
internal_weight=74075 45958 36796.1 28117 26010.4 24576.7 22420.2 16293.1 14222 3596.79 10785.7 12696.3 8722.8 11668.9 10354.7 5499.23 5696.75 3779.28 7003.19 4308.67 6127.11 1163.77 1917.48 4882.37 3589.74 4959.61 3351.51 1027.47 5361.01 3840.43
internal_count=561967 233775 204812 328192 170542 152238 198249 164863 66621 17801 34270 147062 48058 137284 85617 18563 129943 105229 43182 49814 33386 3899 24714 30598 20025 30125 42435 9778 17699 17460
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=0
split_feature=31 26 22 22 39 35 21 0 33 38 47 0 0 23 4 26 26 7 22 7 31 33 40 22 38 40 8 33 8 35
split_gain=3396.83 1824.45 1142.09 974.498 695.587 633.925 629.946 582.149 524.541 498.985 486.307 386.095 355.043 354.735 353.092 333.573 305.529 281.663 280.966 284.41 274.915 255.453 244.848 222.737 222.65 221.949 218.658 245.48 199.316 196.371
threshold=1.2604335317207627 4.2590370612177564 67.242167518153693 38.349334654825107 1742.5413805308792 4.9022730395142693 4.9167193730918202 6.1500000000000012 672.63794834779287 7.0131952210765132 1.6023520805656484 6.3500000000000005 4.3500000000000005 3.4075737895381164 1.0000000180025095e-35 7.0771950937562584 10.94434279063524 2.8250000000000006 216.32262972187766 4.3750000000000009 -0.54879856812894734 196.39351899276252 0.18742230590875289 15.72020037645181 3.8239736287581985 0.27167639339730548 1.7550000000000001 417.14614905713756 4.2650000000000006 6.0134746965341108
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 10 20 15 -6 18 16 13 -8 -1 22 -2 23 25 19 -4 -5 -15 -11 -3 -18 -7 -22 -28 -9 -14
right_child=7 2 4 6 8 17 12 28 -10 14 -12 -13 29 21 -16 -17 24 -19 -20 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.013788741306794448 -0.00066931821024807613 0.0090648493332075031 -0.022437305928011273 0.045711385138408993 0.034509762988068494 -0.0016938934393863946 -0.034401313923064697 0.019748917406238742 -0.0051415165986511639 -0.003798351489156645 0.01363263141180546 0.010233018520506541 -0.012469050346268709 -0.026460112589265075 -0.032705465843681655 0.02064200465244545 -0.0057005035787840996 0.025577151471182516 -0.037187325433075395 0.00082482459653157299 -0.041987361316628315 -0.0014240903089831856 0.024535505876800971 -0.017998658362653151 0.025102220224012563 0.026087517478513907 -0.035207004037747472 0.00079187671318194585 0.034152356650463137 0.021592341800042165
leaf_weight=1013.1991351209581 4066.5403125211596 916.16049329936504 5068.7868301365525 102.1145382989198 1363.5653280802071 2281.7705460283905 805.08739435486495 4422.2796566188335 2147.9413057435304 2020.8767243828624 4657.4645468685776 2556.1441895086318 784.90145158022642 3319.5258626509458 681.14120102860034 3347.7671025246382 1304.8288956917822 5353.1320933382958 2133.9379515647888 1773.7826170362532 5679.5279398094863 1470.0956949219108 1224.4633712098002 4467.8891235217452 1065.8832811154425 1049.6402314938605 1420.3546652197838 710.42975662648678 5257.2209368087351 918.11297715641558
leaf_count=5581 17070 3277 50391 1614 4994 16104 10405 13750 14472 17573 16943 14143 6035 34461 9499 9791 5494 20004 22994 11297 156992 13094 5817 30880 3437 3911 14358 5138 17100 5348
internal_value=-2.48539e-05 -0.00595281 0.000416292 -0.0186748 -0.00947455 0.00811193 -0.028876 0.0194962 0.0102556 -0.014844 0.000862069 -0.00595777 -0.00704072 -0.0130898 2.28673e-05 0.00895334 -0.00680786 0.0184737 -0.0213471 -0.0164071 -0.0357974 -0.0187757 0.00689198 -0.0133935 0.00814855 0.0070593 -0.0368631 -0.0232045 0.0275718 0.0058938
internal_weight=73384.6 56290.8 37511.3 18779.5 16414.5 21096.8 10420.5 17093.8 3511.51 12903 12412.2 8358.96 2508.1 5802.82 3926.48 7414.31 7754.76 8684.54 8976.51 6842.57 7912.43 4789.62 3245.34 5384.05 2370.71 3331.41 7810.31 2130.78 9679.5 1703.01
internal_count=561967 504256 237087 267169 137037 100050 199890 57711 19466 117571 60031 67279 21788 53136 32889 26861 43088 40019 84682 61688 178102 47555 23390 34157 8931 20015 176488 19496 30850 11383
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=47 8 47 1 35 1 43 26 43 7 40 0 4 0 22 26 38 16 7 22 31 22 26 42 14 40 39 31 0 43
split_gain=3215.36 2065.15 1043.5 728.965 685.375 650.655 647.151 512.41 504.506 474.204 383.497 328.068 323.217 293.982 277.27 273.678 271.428 248.461 246.132 237.704 235.977 219.571 216.826 212.161 206.835 199.003 185.329 169.048 165.345 162.86
threshold=1.8582378376953992 1.7850000000000004 17.620821544859748 1.5000000000000002 6.0134746965341108 1.5000000000000002 7.2312038244241643 4.9633789793010878 1.8419632836521842 4.245000000000001 0.22383919533179222 6.8500000000000005 1.0000000180025095e-35 4.0500000000000007 13.473239636523983 14.046068946721199 6.5141411521963724 10.625046171634475 3.8050000000000002 52.888146986184964 -0.13598335509681228 36.483562057015426 8.5718079285925395 14.3341072566694 20.77990211313362 0.18742230590875289 1147.047572439591 0.30352038583002766 5.3500000000000005 1.5919550872255546
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 6 20 8 17 12 15 13 24 22 -6 -10 19 -9 21 26 28 -2 -5 -3 -11 -8 -18 -16 -21 -7 -1
right_child=2 4 -4 7 10 9 11 16 14 23 -12 -13 -14 -15 18 -17 25 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022425477354340889 -0.016229335778845815 -0.0040579272885899699 0.02906426266821769 -0.021765906308493125 -0.010827586282107966 -0.01114644869445449 0.0091501821656013969 -0.025060018449315959 0.010509718769669947 0.0053306513767604306 0.025385353231183613 0.032987192618637043 -0.065814389267105339 0.010902470054516975 -0.027570091823286309 0.018896883390044378 -0.012870847655266235 0.12633980644657392 -0.0088193011074535182 -0.029147414884668973 0.024978749082138579 -0.04123526589079797 0.016895076439610884 0.027096202008433514 -0.023825938506216712 0.018188589645279255 0.019666259974847472 -0.0079588622096909128 0.0097537689663744331 -0.0060012623936673282
leaf_weight=641.46589497104287 373.49267556518316 3116.2717016004026 7916.4595899693668 1948.1618903968483 2263.3306626193225 1761.0366984885186 2393.6751548945904 3415.9356012865901 837.07368284091353 2693.0015308987349 2995.1836629584432 1264.0364335738122 170.05715138092637 4983.6706032641232 5572.2736220285296 1015.0223878510296 1638.6759545374662 23.573303647339344 3374.1408203020692 1726.947501828894 4975.1005018725991 5642.1941783092916 2044.8985108919442 1916.3132989984006 593.3967007547617 752.56243899464607 215.68647956475616 2069.281611898914 2045.4153129644692 2348.5622550323606
leaf_count=3401 2027 17053 26617 31120 14702 12559 8671 44734 2986 13302 10080 3361 1633 22386 37825 3303 20234 285 17502 27885 15018 161334 7641 5893 3188 5600 961 13539 9818 17309
internal_value=-2.52658e-05 -0.00798339 0.0138635 -0.0222287 -0.000144601 0.00738534 -0.00562644 -0.0272026 -0.010413 0.00143472 0.0103359 0.0116349 0.00200909 0.0041159 -0.0170361 -0.00548907 -0.0160158 -0.0357349 -0.0195527 -0.00874481 0.0221012 -0.0362382 0.00424383 0.0143796 0.00259931 -0.00309593 -0.0258098 -0.0175978 8.43839e-05 9.72702e-05
internal_weight=72726.9 46234.8 26492.1 16411.1 29823.7 18575.6 19581.5 13421.1 15330.4 13227 10242.2 4251.11 5331.23 7247 9999.17 8617.7 5807.17 7613.93 9162.1 7602.68 5348.59 7590.36 5161.17 4609.31 2987.07 2391.24 5787.96 3796.23 3806.45 2990.03
internal_count=561967 432006 129961 284017 147989 103344 100821 263307 85601 86299 47168 15220 26327 37088 59274 67104 70568 192739 56288 63801 17045 192454 24694 19195 11859 25834 38786 41424 22377 20710
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=0
split_feature=31 47 8 21 0 21 26 1 1 1 16 40 43 43 0 1 23 22 35 26 22 22 31 21 43 35 7 38 39 22
split_gain=2990.65 1482.43 830.575 697.723 603.397 483.997 466.999 459.444 440.824 459.209 414.566 330.257 316.507 345.598 309.276 284.463 282.719 262.663 243.456 239.545 238.234 234.237 222.243 209.894 201.949 197.483 191.457 180.817 179.917 185.639
threshold=0.24594957202229517 1.4234225997562711 1.2150000000000001 10.908211597012821 4.0500000000000007 7.6237032123647319 7.2219709770942915 1.5000000000000002 1.5000000000000002 3.5000000000000004 4.7872765470367051 0.26482654785243187 1.6123445526488032 6.0455079332676549 5.7500000000000009 2.5000000000000004 12.120086482684046 14.053096234294427 6.9975801955647645 5.070766581195925 111.71126968069795 4.8543232062470603 -0.41182057144565959 2.5381684975074088 1.8419632836521842 5.4159198755717313 4.3750000000000009 6.0192823693802318 2682.0031586110122 55.9420508651639
decision_type=2 2 2 2 2 2 2 2 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 19 7 6 16 17 -3 24 12 -8 18 15 22 -5 -10 -6 -2 28 21 -7 -1 -14 -21 -4 -15 -24 -18 29 -9
right_child=1 3 8 14 5 20 10 11 9 -11 -12 -13 13 25 -16 -17 27 -19 -20 23 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013974284285908183 0.0084730414366837297 0.024040776285026964 0.018464428729455973 0.014062707376604222 0.0064350285262779264 0.015976717255924634 0.033431410751013517 -0.0040093724339174104 -0.00022685716455864933 0.047806794825636927 -0.0097235002447912961 0.018996229281926111 0.012272995013805466 -0.010383928151344436 0.031694795087853188 -0.034179006301820122 -0.030080410879810227 -0.029574638908352088 0.0084957749206419336 0.033850264967995557 -0.0048256608414986805 -0.041751777902119758 -0.03028952906443182 -0.021922285127673427 -0.0026024638396957202 0.026038815869946087 -0.010014408231248899 -0.006673291481260799 0.034952418050403798 -0.026383406364602454
leaf_weight=200.12324773520231 520.37287739291787 3429.766639854759 1470.3124269992113 3769.5593360029161 2332.9585373401642 6805.3343948125839 756.52241817116737 2242.0896924138069 4625.8144031204283 300.97889194451272 2104.9450456090271 2283.03255533427 390.51377427391708 1438.2180862016976 7309.6887002438307 711.86200055852532 1384.4890261739492 3535.5650258418173 2742.0831149611622 187.5502246171236 1725.2244053483009 3267.156322132796 6088.905614880845 1677.8966718614101 5026.7575326450169 502.07134344428778 1439.6471009477973 2041.8670048415661 203.81575625762343 1580.6968383081257
leaf_count=1046 2402 9910 5560 12663 14298 22995 2123 11697 44455 662 10254 7857 4276 11140 23226 10683 14558 41503 17525 935 8533 104183 80332 23779 24648 3601 12892 20738 612 12881
internal_value=-2.54734e-05 0.00793092 -0.0130595 0.0165631 -0.00165922 0.00420873 -0.0137811 0.0084565 -0.00876743 -0.0133505 0.00168591 0.0025515 -0.0145618 -0.019871 0.0256957 -0.0047549 -0.0069903 -0.0246932 -0.0029952 -0.0307624 0.0117696 -0.0385354 -0.0245047 -0.016315 0.00216506 -0.00095914 -0.0264124 -0.0161314 -0.0108205 -0.0132609
internal_weight=72095.8 44768 27327.8 23560.7 21207.3 14289.9 6917.41 12481.5 21995.1 15498 2861.47 9051.72 15197 9859.36 11079.2 5337.68 5759.31 4055.94 6768.69 5332.73 8530.56 3467.28 7919.07 1865.45 6497.07 1940.29 7528.55 3426.36 4026.6 3822.79
internal_count=561967 233775 328192 96371 137404 81122 56282 60482 198249 168041 12377 50572 167379 112241 35889 55138 49594 43905 42715 129943 31528 105229 97500 24714 30208 14741 93224 35296 25190 24578
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=0
split_feature=47 8 47 35 1 43 1 26 43 7 40 0 4 0 22 26 38 39 22 20 22 22 36 42 31 31 26 42 14 40
split_gain=2742.56 1810.64 946.476 653.513 614.649 600.275 559.072 462.789 448.647 409.258 350.176 310.959 300.981 260.968 259.244 243.014 232.603 228.895 252.543 250.654 225.222 213.698 247.735 216.699 208.481 202.497 197.876 190.529 185.422 179.474
threshold=1.8582378376953992 1.7350000000000001 17.620821544859748 6.0134746965341108 1.5000000000000002 7.2312038244241643 1.5000000000000002 4.9633789793010878 1.8419632836521842 4.245000000000001 0.22132146295192998 6.8500000000000005 1.0000000180025095e-35 4.0500000000000007 13.473239636523983 14.508401582363096 6.8377272618877756 988.83872626905224 82.381104974480635 3.7736614660901981 36.483562057015426 14.603898868120559 310.12349459500246 15.905043674274443 -0.12339883147349687 -0.54879856812894734 7.0086927904690208 14.3341072566694 20.77990211313362 0.18742230590875289
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 24 20 12 15 13 28 26 -5 -10 21 -9 18 19 -16 -6 -8 -23 -24 -2 -22 -3 -11 -7 -18
right_child=2 3 -4 10 7 11 9 16 14 27 -12 -13 -14 -15 17 -17 29 -19 -20 -21 25 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011586315231432905 -0.014087500637199442 -0.0063374211987744945 0.027703246471716514 -0.010094535519626795 -0.019686305557973668 0.0084026987158743027 0.018595312997805254 -0.023433343028974485 0.0099176718365588407 0.0048077876594223379 0.023668491850294404 0.031946985424086215 -0.063803871129300249 0.010090308419236964 -0.033519260132611597 0.018660426578239363 -0.011632015038245666 0.013723630970842008 -0.035851582252435635 -0.010758108824612297 0.052580437442627539 -0.026978844637269267 -0.009441902112940978 0.020107667533640974 0.02346344137723172 -0.041285855322121028 0.013005159840971905 0.02563881745006957 -0.022675644779179518 0.021064553661762436
leaf_weight=2713.5780054293573 400.28643413260579 2612.4215499684215 7662.270538829267 2339.5007631294429 1801.0954780485481 2418.9574403949082 676.86001018062234 3319.5601754728705 858.13601954653859 2671.197438294068 3128.6224314570427 1243.6415315270424 171.74758951738477 5074.9627625346184 1571.1106400862336 946.38428447023034 1403.7152965124696 512.00818526744843 2092.2058590091765 5256.0817266479135 58.111985847353935 1768.9585919715464 4401.2907440271229 722.24461330287158 4825.8292500041425 5093.2972877733409 2677.2518090754747 1863.4532652050257 598.73146927729249 598.70377840846777
leaf_count=19413 2145 15432 26617 15927 29937 8955 2611 45227 3114 13302 10980 3406 1733 23769 11216 3066 17702 2390 18172 28079 1269 19273 39558 2596 14900 157079 10627 5893 3252 4327
internal_value=-2.50084e-05 -0.00741613 0.0129524 -0.000433781 -0.0216507 -0.00574126 0.00676819 -0.0264115 -0.0102454 0.00123424 0.00964059 0.0109073 0.00133736 0.00372134 -0.0163933 -0.00522703 -0.0153148 -0.0187873 -0.0206535 -0.015996 -0.0349058 -0.00821364 -0.0108463 -0.00527642 0.0205873 -0.040227 0.0034524 0.013368 0.00223653 -0.00185606
internal_weight=71482.2 45543.4 25938.8 30555.4 14988.1 20012.3 18276.5 12274.5 15751 13050.4 10543.1 4261.33 5461.42 7414.46 10289.5 8515.74 5321.98 9431.41 8919.4 6827.19 6952.5 7569.35 6892.49 5123.54 5226.12 5151.41 5289.67 4534.65 3017.69 2002.42
internal_count=561967 432006 129961 157052 274954 106376 103344 255541 90763 86299 50676 15613 27792 39696 62971 67104 67256 59857 57467 39295 188285 64038 61427 42154 17045 158348 26059 19195 12207 22029
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=0
split_feature=31 22 26 7 21 38 26 4 35 0 31 31 22 26 41 22 0 43 8 0 26 3 1 38 3 21 1 21 43 21
split_gain=2584.25 1541.4 1135.37 883.384 602.504 576.612 498.956 399.529 392.549 379.383 375.433 327.371 320.414 315.438 302.917 295.096 286.949 273.081 413.265 261.348 239.156 232.385 232.304 228.688 224.046 177.433 172.097 171.231 165.828 198.587
threshold=1.5840396685005385 54.127492334278664 6.0593674410678462 2.3850000000000002 6.5736218957622334 5.5639902021752095 3.628859369536066 1.0000000180025095e-35 8.3805532022678602 6.0500000000000007 0.0037450975825919306 -0.54879856812894734 12.844864147976683 4.2292184808997115 11.293007510152487 14.603898868120559 7.0500000000000007 1.6815903700399544 1.405 4.1500000000000012 11.919958040928233 1.0000000180025095e-35 1.5000000000000002 5.3480255482546015 1.0000000180025095e-35 3.9436001650169632 3.5000000000000004 8.5796794149453621 1.6123445526488032 3.8566922892699158
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 11 14 8 20 16 21 -8 -3 -1 -14 22 -12 -5 18 -13 -6 -7 -2 -4 24 -17 -9 -24 -26 29 -15
right_child=9 2 5 6 19 7 10 25 -10 -11 15 17 13 28 -16 23 -18 -19 -20 -21 -22 -23 26 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0099936807362807824 0.022432394637508731 0.052438711547783817 0.000749599845712125 -0.019556644048513025 -0.027947195581536629 0.0023961137311416512 -0.0026728940749444975 0.034210972235818642 0.022012775918543212 0.02746468881705133 0.034595560401330806 -0.037713197185168551 -0.028371903706831132 0.076804825704345853 0.037193877962253111 0.018275370657796438 0.0078597746501595633 -0.038923928272813518 -0.0088264177789185716 0.0059371303193010679 0.021542390957354871 0.0010453014602169817 -0.021763379127809918 0.021663440149793406 -0.016594512015236981 -0.03614182594474688 0.065764362065376197 0.0069072643639965133 -0.011842203099606827 0.003658630940191926
leaf_weight=1623.4151748195291 2176.4316624514759 120.07705226168036 1627.2576265148818 3023.7021962050349 789.00680679269135 4179.7335977852345 3008.0066881421953 102.59978676214814 1139.3602607753128 7572.5959257595241 2000.2004136927426 2326.4585651867092 2632.9897045809776 102.94610697031021 280.66266604140401 2579.2940126769245 1394.5534392576665 4955.6898625250906 2646.7316250558943 2041.4158714506775 2674.6965199634433 3050.0995506122708 5277.6230372302234 4952.4049257412553 1186.2551710344851 708.509401332587 56.763439074158669 2235.7716646194458 3490.0904133822769 940.68800586462021
leaf_count=7925 6617 1717 6610 31068 8152 27698 18746 489 7976 26010 4877 76787 36768 523 1048 7724 7672 107106 28104 11452 9311 11718 44840 18406 8961 7956 119 8357 22198 5032
internal_value=-2.51259e-05 -0.00450577 -0.0130116 0.00329222 -0.0238853 -0.00361752 0.00874773 0.00594057 -0.00415504 0.0203131 0.0132402 -0.0296247 -0.0100637 -0.0146071 -0.0137342 0.0169354 -0.0109031 -0.0306172 -0.0223397 -0.00350844 0.00986726 0.00995131 -0.0157874 0.0137105 0.00714764 -0.0272427 -0.020832 -0.00123969 -0.0066131 0.0108739
internal_weight=70896 58096.9 27787.2 30309.7 12879.4 14907.8 21519.5 7665.54 5557.62 12799.1 15961.9 10049 8790.13 7166.71 7242.31 12953.9 4418.26 9928.88 4973.19 2830.42 6854.43 5226.53 6961.64 10953.7 6001.32 811.109 5334.39 3422.03 4533.72 1043.63
internal_count=561967 517622 331389 186233 233318 98071 113787 45454 46716 44345 67071 213714 72446 64521 52617 48325 38740 211997 104891 19604 37009 18335 51569 43448 25042 8445 44959 17318 27753 5555
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=0
split_feature=47 8 6 40 22 0 26 16 21 26 35 38 35 38 38 1 43 43 42 1 23 21 42 39 18 40 37 12 21 1
split_gain=2422.64 1805.14 775.78 764.171 593.335 613.657 588.984 834.787 560.617 464.984 409.173 391.239 366.999 310.396 286.552 254.569 252.872 230.107 206.355 203.997 202.375 197.235 185.128 178.919 173.697 166.76 176.596 163.426 163.239 162.144
threshold=11.163919421629496 1.7350000000000001 1.0000000180025095e-35 0.2331537668945349 14.603898868120559 5.7500000000000009 12.518688256497816 10.625046171634475 11.082668878853232 3.8750515526314691 5.3949522303723869 8.7170944978004297 6.0134746965341108 4.8654261030642063 5.277231158990074 1.5000000000000002 5.8737786745964327 1.2500254323499493 14.857917780619166 1.5000000000000002 13.153437178785529 14.617732529224595 18.469763055522812 9078.0920885873675 312.46260491057177 0.2406818112585592 0.2634918736774432 114.09863859596294 4.0930784973557364 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -4 6 10 -8 12 15 17 19 16 18 -5 -1 -7 -6 -3 -11 -13 29 -19 -21 -10 26 -12 -14 -17 -2
right_child=21 2 4 14 5 8 7 -9 24 11 25 20 27 -15 -16 28 -18 22 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0080225891273000335 0.031305271089443837 -0.01546141792184845 0.019277245610388863 -0.01025351692861819 -0.003953258721362137 -0.019393712365278887 0.03233172873781788 -0.011886911054156055 0.0186551497461028 -0.00041671581474268528 -0.011727874194787501 0.041463324295257203 -0.0017325048614154255 0.028817619627911979 0.014100979427990868 -0.040768973417137366 0.013774149548179994 -0.032176912274922774 0.013042824380916763 -0.02746985476622121 -0.0022746563741872627 0.032948403225598312 -0.012625386233461012 0.034440039042406369 -0.030630206919451165 0.009811765582485964 0.022010768761452026 0.020260509549849356 -0.016845055472113228 0.012245938500199666
leaf_weight=887.43683664128184 1592.3288692310452 764.24735740199685 3251.6365472171456 2792.8966177068651 1399.3706380091608 3432.5639650672674 1872.9092355407774 2481.5430924594402 5455.583850428462 962.80286960676312 5171.5485785752535 312.88753926567733 1843.4948352314532 3073.6694541350007 2128.027840891853 4467.9354632962495 690.20099285244942 4178.3219783678651 3752.8792366459966 4328.4148991070688 1709.13185053505 3725.7629089336842 1704.7111205160618 119.93513979203999 184.82674955390394 1453.6980701163411 419.29887916520238 1558.9989471212029 848.40756100043654 3729.6081182621419
leaf_count=8447 4365 4767 10454 27959 7453 19523 4763 12962 18285 6241 35253 2582 8149 9810 19254 143234 2547 32929 13439 75826 22066 13379 8410 587 947 6486 1671 6028 18653 15498
internal_value=-2.51916e-05 -0.0035928 0.00206679 -0.0166118 -0.00106777 -0.00314503 -0.00897163 0.00713213 0.0051226 -0.0227067 -0.0138661 -0.014272 -0.00380997 0.0165605 0.000278457 -0.0328129 -0.013841 -0.0221768 0.00822023 -0.0212841 0.00449336 0.0241253 -0.0265115 -0.0258007 0.0170402 -0.00527484 -0.00919756 0.00834454 -0.0369511 0.0179485
internal_weight=70295.1 61247.4 42689.5 18557.9 35098.7 31847.1 18681.4 4354.45 13165.7 13637 14326.9 7433.17 7525.26 7590.8 4920.92 6203.78 4122.76 7282.4 4517.13 5411.15 2022.02 9047.7 5883.03 4448.35 5640.41 7044.55 5590.85 3402.49 5316.34 5321.94
internal_count=561967 528725 203876 324849 175860 165406 109927 17725 55479 277636 92202 107302 36247 28016 47213 170334 22070 48792 18206 82654 24648 33242 41339 76413 19232 43410 36924 14177 161887 19863
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=31 0 26 21 8 16 28 23 26 16 7 22 16 18 0 12 43 26 16 35 1 26 22 4 23 16 42 43 38 14
split_gain=2269.47 1175 971.356 921.515 694.479 606.553 431.761 431.074 367.749 448.953 356.115 352.164 319.471 318.676 314.642 307.901 258.783 253.987 288.082 235.072 227.978 218.369 214.525 198.981 195.944 193.604 183.098 173.886 232.654 172.02
threshold=0.24594957202229517 5.1500000000000012 7.0771950937562584 10.582292799696132 1.2150000000000001 5.2928578304917453 0.42288226272996526 8.0913153690077344 8.6914944005152446 8.111482919004791 2.8850000000000002 55.9420508651639 11.130278177285421 25.010155338950302 4.5500000000000007 138.98672494702632 1.2500254323499493 14.508401582363096 14.283821939572933 6.6281521367766212 1.5000000000000002 5.070766581195925 4.8543232062470603 1.0000000180025095e-35 4.1859780098442529 4.055413973910686 18.755430461152535 6.5648748114630475 6.0755053728515325 38.955386675679399
decision_type=2 2 2 2 2 2 2 2 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 6 21 -4 -3 -2 11 14 -8 15 19 -12 -10 24 23 -7 -19 -13 -15 22 -1 -9 -6 -23 -18 28 -26 -5
right_child=1 3 5 29 8 17 10 16 9 -11 13 12 -14 20 -16 -17 26 18 -20 -21 -22 25 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.013601998817163133 0.0054448351297359514 -0.029196161221371437 0.028760993500129114 0.025643925358276316 0.016277499080241935 -0.0085107123687814586 -0.0057506731181609632 0.00090597134507231338 0.038374559534293584 -0.0059312502262090895 0.026357683726093997 -0.033992381707884635 0.021754499709024648 0.025999654152459712 -0.0037227296375408909 0.022137055818562096 -0.027579893879430842 0.028727460812368197 -0.0076672714004121685 -0.013162653489241444 3.4575096205991124e-05 0.01590370214146072 -0.039972763690537795 -0.04398777151093828 -0.023927280770490722 -0.023460987683319244 -0.0034283191649334566 0.0040133225337846655 -0.0025966442392748403 -0.0040509845913258439
leaf_weight=199.63973142206669 2639.2515730243176 867.34294943511486 2960.319573033601 11272.134811768308 692.8115589953959 3165.5234454795718 3562.1110102441162 2171.0896233096719 1173.8926569968462 5311.8455791883171 2935.3030106127262 3080.5117680616677 394.37229200452566 1076.6688810959458 713.73219890892506 884.44236248917878 4784.1901591066271 1300.051839388907 934.61127736419439 2417.3952429145575 3935.3875795640051 402.13942544907331 2917.0801825206727 278.47915455140173 3320.3076565265656 1398.9061551708728 938.73473161272705 1408.2848607022315 2078.5934456586838 509.75898234546185
leaf_count=1046 14237 8739 8793 37524 3703 15349 24026 16835 4051 30718 10284 50660 2585 2986 3652 5906 55350 3620 4102 37974 19906 3250 104183 5691 32657 21464 4180 7491 18852 2153
internal_value=-2.47675e-05 0.00701554 -0.00222697 0.0143504 -0.0115828 0.0105714 0.00482267 -0.0121237 -0.00770176 0.00151187 0.00738629 -0.012348 -0.0217155 0.0132745 0.0224571 -0.00576487 -0.0177973 0.000600055 0.013506 -0.0248337 0.00561228 -0.0285318 -0.0365411 -0.00419777 -0.00905522 -0.0146716 -0.0236183 -0.0116335 -0.0157149 0.0243591
internal_weight=69724.9 43331 19172.3 24158.7 26394 8360.51 12376.8 10811.7 21476.2 7199.47 11509.5 14276.7 5892.28 7947.36 1887.62 8384.44 8172.49 5400.19 2234.66 5497.91 5012.06 4917.77 3116.72 2449.57 7500 1801.05 5722.92 6807.19 5398.9 11781.9
internal_count=561967 233775 128157 105618 328192 31864 65941 96293 198249 38421 57202 159828 91219 33176 7703 68609 82056 23071 7722 88634 22892 129943 105229 22526 62703 24714 59530 59000 51509 39677
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=0
split_feature=47 8 47 35 1 43 1 26 43 7 22 16 0 39 6 4 26 7 40 34 23 22 26 39 42 7 0 31 35 35
split_gain=2163.78 1365.2 769.24 555.998 537.175 518.927 488.26 417.364 397.063 357.168 305.676 285 284.492 272.649 269.999 256.525 240.115 229.028 214.073 225.941 211.974 208.956 199.315 189.965 179.994 175.303 170.325 168.787 162.337 161.204
threshold=1.8582378376953992 1.7350000000000001 26.035673904510691 6.6281521367766212 1.5000000000000002 7.2312038244241643 1.5000000000000002 4.0336077903760126 1.2369640122883923 4.1050000000000013 40.698395109369649 2.4406356755920551 6.8500000000000005 964.69323600905659 1.0000000180025095e-35 1.0000000180025095e-35 9.6523458528400088 14.525 0.1957088391123685 0.16009172576110367 9.2111764784204233 33.713827085374831 11.919958040928233 2455.8336894522477 14.057071986852863 2.9650000000000003 4.0500000000000007 -0.12339883147349687 4.1645422944500412 3.7754040856171538
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 27 20 15 18 16 -9 29 25 -5 -3 28 26 23 -20 -6 -13 -23 -8 -11 -12 -16 -2 -10 -7
right_child=2 3 -4 14 7 12 9 11 10 24 13 21 -14 -15 17 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070437533597302103 -0.011034003894793018 0.0096227827122497139 0.027150450181590614 0.031089684166043175 -0.016294192812351452 -0.0095437060931087905 -0.017261611130254009 0.031544492573828603 -0.021075131663504974 0.0039051721518563887 -0.033121717434756746 0.0028431452321976622 0.030502339361140187 0.0094470589454504084 -0.0038196473930007823 -0.066270987963837777 0.012587753740539455 -0.042538463284971018 0.027016143365111558 -0.0023382732110969833 -0.040380118825837356 -0.027129645280366876 -0.0023812713929223257 0.011879649121448618 0.022928710191183813 -0.0162618154940419 0.013231088565994401 0.022030804718047865 -0.0029866870168204062 0.013149402678312641
leaf_weight=2675.2094588913023 418.45585856959224 3129.7879946827888 6112.4500801879913 1310.4547859244049 1189.535766961053 1490.8050623945892 3532.2924252767116 304.98924084194005 2018.403586756438 2866.9894145894796 2559.8124299049377 1003.8351323846728 1259.1290595717728 721.46786118298769 2106.0966560132802 115.44885889813304 1524.6520686820149 231.32492432743311 811.09329424612224 3417.671920478344 3936.1280913148075 4030.1960862707347 1019.3179855123162 664.43086420744658 2195.677659958601 3876.7088837474585 4808.9358397834003 4970.9513439014554 3217.9007415808737 1647.3033418953419
leaf_count=19413 2224 14212 22171 4201 22798 6636 40093 2589 10986 14653 23336 8702 3598 3582 13363 1216 4889 1675 3473 19181 134732 79580 7140 4777 7466 26044 21148 15923 16029 6137
internal_value=-2.42081e-05 -0.00667554 0.011734 -0.000638901 -0.0194735 -0.00490056 0.0067423 -0.024174 -0.00882667 0.00165934 -0.0124987 -0.0156158 0.0104246 -0.0196999 0.0102266 0.00692287 -0.00487461 0.00640084 -0.00464765 0.00329202 -0.0347904 -0.0179919 -0.0221338 -0.0126479 0.0121557 -0.022967 0.00803798 0.0194635 -0.00995912 0.0023687
internal_weight=69167.5 44177.4 24990 30018.2 14159.2 21561.4 18877.6 11484 17164.2 13488.2 13918.9 6358.34 4397.24 7157.99 8456.81 3245.24 6760.96 7146.36 8425.49 4228.77 5125.66 6053.35 5049.51 4196.72 5062.67 6436.52 6915.03 5389.41 5236.3 3138.11
internal_count=561967 432006 129961 157052 274954 116665 107790 255541 100294 89643 84866 98011 16371 52962 40387 15428 31904 36186 67524 22654 157530 95422 86720 44870 22119 49380 34511 18147 27015 12773
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=0
split_feature=47 8 21 40 35 0 1 38 4 40 43 26 37 34 43 6 0 16 35 23 3 39 22 0 26 21 18 1 38 26
split_gain=1996.41 1128.34 900.331 581.152 508.683 417.805 412.434 355.903 382.553 338.827 334.741 331.596 326.453 283.685 277.34 246.683 228.927 227.589 219.339 192.21 186.883 179.305 195.233 170.989 166.462 214.902 184.86 160.344 168.517 204.097
threshold=1.4234225997562711 1.7350000000000001 10.134252714111975 0.27167639339730548 4.9431408198758575 5.7500000000000009 1.5000000000000002 6.8053869173832124 1.0000000180025095e-35 0.2331537668945349 7.2312038244241643 4.0336077903760126 0.19532420727647051 0.2803633755945395 1.8419632836521842 1.0000000180025095e-35 3.9500000000000006 2.3430460468587344 6.3634045136136459 7.1412132052817023 1.0000000180025095e-35 1227.7564476374821 54.127492334278664 7.3500000000000005 3.2732080420711926 2.3247922551619662 19.508234269996429 3.5000000000000004 4.799615830016541 15.093316252552965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 10 -4 -1 12 20 15 14 19 -2 -5 -3 -6 -17 -13 -14 -8 -9 22 -16 -12 26 -26 -22 28 -19 -30
right_child=2 4 5 13 9 -7 11 8 -10 -11 23 17 18 -15 21 16 -18 27 -20 -21 24 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0013770726977147263 -0.021981698159968737 -0.00124933137821755 0.0083755086624671942 0.027629969480918212 0.019708138832959098 0.026835460621087243 -0.011466170700295271 0.024270973322694737 -0.030429586506694258 0.016996591967940924 -0.00093828236972773511 0.032487130101520455 -0.0073009044987956241 0.0027793899129569199 -0.014743434212317037 -0.016822334444394477 0.0019027789660899814 -0.033289401477049826 0.024835045637108963 -0.039744592471909396 0.014227481208269022 0.022196798586798377 -0.033461465702853695 0.027802602931200956 0.099527530084033186 0.0087224528923467697 -0.019305525261996085 0.12984002581954512 -0.017445651552190411 0.021305098974091444
leaf_weight=2320.6006544940174 3484.804915394634 3007.9749290160835 5078.6580639686435 2765.3244187217206 1311.4398189820349 7731.2318237349391 719.51352826692164 1423.5257947333157 708.65745673701167 4085.0089570656419 2305.964483153075 226.49174374714494 2050.0752314329147 1964.1176975052804 3930.7954407557845 2336.2166151162237 5416.9261905681342 1510.9897211994976 716.56752225570381 3645.1966027468443 615.06010115146637 245.61476497724652 2157.7893986981362 667.23826069757342 66.504287762567401 3215.616518875584 1238.769932705909 18.102044079452753 3302.5218252483755 378.76579311490059
leaf_count=17271 35958 15867 19465 9133 5303 27207 11407 4720 14192 15798 9650 1827 14996 9559 21068 18001 29155 24835 3911 127506 6003 1065 18497 1959 602 20901 16565 51 57899 1596
internal_value=-2.42145e-05 -0.00777527 0.00935602 0.00222371 -0.0017982 0.0195168 -0.0203312 -0.00305368 0.00447005 0.00504075 -0.00910041 -0.0248188 -0.011801 0.0173096 -0.0137508 -0.000347216 -0.00373957 -0.0165787 0.00102239 -0.035083 0.00824046 -0.0196875 -0.0213771 0.00551167 0.0037973 0.0105624 -0.00818001 -0.0187116 -0.0192295 -0.0134586
internal_weight=68646.1 37587.2 31058.9 18249 25465 12809.9 12122.2 13519.6 7268.13 13149.6 12315.4 9801.58 6251.45 4729.44 9342.17 9064.58 7753.14 5436.87 2766.64 4364.71 6559.48 6334.2 6088.58 2973.2 5135.95 3282.12 1853.83 5210.38 5192.28 3681.29
internal_count=561967 378755 183212 136540 136363 46672 242392 117848 62983 68257 68106 225121 54865 18692 56497 52459 47156 86208 18907 138913 48791 40630 39565 11609 44071 21503 22568 84381 84330 59495
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=0
split_feature=31 47 28 7 1 4 3 42 43 35 26 16 38 43 43 4 26 0 0 21 0 1 42 36 23 39 22 22 12 33
split_gain=1871.54 1144.53 912.209 826.271 652.58 519.157 474.17 434.734 440.301 332.881 320.892 390.382 333.953 255.668 336.523 251.996 228.577 329.625 203.425 194.095 252.028 186.269 182.711 182.171 167.89 181.936 165.293 151.678 157.733 148.24
threshold=0.1622524377098272 14.915529775561508 0.30408897115985206 2.2950000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 14.896744865758016 1.3040894558557037 4.0252690699528273 5.0351866334815165 6.5210647917714812 6.1033470237121419 7.3279017864866463 1.4276988699477187 1.0000000180025095e-35 5.9562263212730677 8.5500000000000025 4.2500000000000009 4.2434945258169448 5.2500000000000009 3.5000000000000004 19.226952080570012 270.62674062178672 8.6064751693546793 1742.5413805308792 13.473239636523983 10.691740447827511 225.18846662350455 406.79757577744709
decision_type=2 2 2 2 2 2 2 2 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 13 23 6 21 8 15 -9 11 26 24 14 -4 -6 17 27 -11 20 -14 -1 -16 -5 -12 -26 -8 -10 -29 -28
right_child=1 -3 3 4 7 -7 10 9 16 18 12 -13 19 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.00014281766779115738 -0.043836724614478788 0.025091634269649693 0.0014695629114472373 0.0098621673822314807 0.010503929443981951 -0.038879565069356317 -0.0017920991738178847 -0.0030756668502325939 0.030379883451729074 0.0023074528018292421 0.01168637871379722 0.010471582214875761 0.046205760588474969 0.014959667638660263 -0.02739114250998986 -0.02715701559611235 -0.00022059333305145474 0.0055041374014068774 0.024409050721298859 -0.0020980244868595808 -0.027256324194107569 0.043648447245322006 -0.0063494898265148746 0.024978020972056966 -0.022111206270345615 0.017820126178079074 -0.037142214122954653 -0.032007489125557995 0.0011251002554649597 -0.016501266556328876
leaf_weight=5968.4250649809837 1034.8142383154482 6522.3330130856484 2537.5481492560357 3189.996170276776 5671.1655769720674 1666.9432534575462 507.97633899748325 2472.8865390121937 116.34516430273652 1382.5220821127295 477.50197090022266 720.90875626169145 489.66710758954287 897.61063593812287 3388.845867164433 481.9162108078599 3202.0258544273674 1136.3588151950389 4215.9391483701766 2511.1186676993966 153.30356331542134 253.13068444281816 1483.2281768172979 5312.8839395884424 4298.259509710595 305.52998363785446 3397.9073267448694 2787.7475650757551 412.34661979041994 1169.1548325810581
leaf_count=31738 16120 23834 24114 11390 29997 45093 3872 11553 434 7409 2626 7362 3203 3203 39345 6043 16449 5918 15041 20935 1474 594 7024 15613 45939 1663 93407 35106 5112 30356
internal_value=-2.4123e-05 0.00567968 0.00249242 0.00373157 0.00755237 -0.012058 -0.00985043 0.00298418 -0.00240441 0.0122026 -0.0149448 -0.0239581 -0.00860146 -0.0102423 -0.0132953 0.00755428 -0.0104094 -0.0177362 0.0189511 0.00417825 0.0286902 0.00163888 -0.0209853 0.0193071 -0.0165342 -0.0194612 -0.0288488 -0.0256993 -0.0277382 -0.0318582
internal_weight=68166.3 46246.5 39724.2 38689.4 30382.1 21919.8 20252.9 21879.3 13807.9 8071.35 14031.3 5795.95 8235.38 8307.23 7409.62 6153.08 7654.82 4452.8 5598.46 3154.09 642.971 6221.56 4872.07 8502.88 5081.29 4603.79 5075.04 3316.44 3200.09 4567.06
internal_count=561967 273705 249871 233751 160065 288262 243169 133062 99059 34003 210837 134997 75840 73686 70483 36040 63019 46570 22450 25612 4677 32332 46369 27003 50228 47602 127635 40652 40218 123763
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=0
split_feature=47 7 28 1 22 0 26 16 42 43 26 22 38 21 13 0 16 7 39 8 26 12 35 35 33 35 42 21 0 43
split_gain=1733.8 1296.99 866.449 694.101 688.016 437.335 432.593 397.295 356.938 381.623 325.953 288.31 263.306 221.853 244.596 221.225 219.202 217.879 364.911 263.027 206.394 203.438 198.611 196.804 194.347 184.12 178.346 177.722 177.174 176.381
threshold=11.163919421629496 2.9650000000000003 0.34414756847075206 1.5000000000000002 111.71126968069795 4.2500000000000009 4.0336077903760126 2.6230173432415946 14.820308483417941 1.0211838813967957 10.145593110229568 17.205564770013968 8.1394133381790201 4.9167193730918202 3.8197375572405101 8.1500000000000004 9.6116746372011921 14.525 3328.3191170290825 1.7150000000000001 19.288965265384228 119.86026792175905 5.906170039681629 8.1296409272495254 1209.2520221945563 4.1418882269664898 18.469763055522812 14.617732529224595 4.9500000000000011 1.6123445526488032
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 13 28 9 -7 22 -9 20 14 -5 25 -12 18 19 -6 26 -11 -4 -21 -20 -10 -13 -2 -8 -1
right_child=27 2 4 6 17 8 7 11 15 21 16 12 -14 -15 -16 -17 -18 -19 24 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014838353262515376 0.015272432366243703 -0.031968865077469905 -0.014978323601476105 -0.0011564967653951961 -0.029416534668296003 0.02703701492089643 0.044254203728842145 0.016395182174312222 0.0029229607427765322 -0.0031752984715722114 0.035975447046468219 -0.026599879424834716 -0.0013713729837620155 -0.0099650411563490041 -0.036244947151283728 0.031908073493663723 0.00096458538262739636 -0.035161172324704171 0.039757928129361561 -0.01105753561519298 0.003880622625977154 0.017368275966270354 0.0051123753119741277 0.01424233639214487 0.00042870058752702785 0.022591744664041999 -0.0064480163758672453 0.03008819648475022 -0.0099676966350335135 -0.0030438907584397494
leaf_weight=1752.5440985094756 5096.0898968987167 1627.2911994401366 3211.0153003428131 560.20211226679385 1417.9282892998308 1853.8444010391831 450.47735763341188 759.98818617686629 1945.9869950544089 5321.5612601172179 843.96573021262884 5717.0797812398523 2501.1111673954874 1440.6214485447854 4378.8221468236297 3121.5573071483523 950.67725948616862 670.6130828410387 593.60694136098027 2873.2271848265082 812.32390955463052 1557.88493033126 1994.0551863666624 1049.4114923644811 667.13832481764257 3062.0815228465945 1358.8870363328606 3357.7643033191562 226.36122243478894 6468.5893074385822
leaf_count=6898 19863 26270 24933 4922 32064 7731 2677 2940 7921 35433 2062 74267 24897 12972 132662 9430 4078 4594 1891 17790 3840 8965 16302 4777 4263 10856 8782 13379 1593 32915
internal_value=-2.41822e-05 -0.00304947 0.00359803 -0.0112904 0.00545699 0.0095601 -0.0167357 -0.0110749 0.0139212 0.00690263 -0.000946069 -0.0133329 -0.0155075 -0.0272294 -0.0322651 0.0214609 0.0174291 -0.00800727 -0.00524876 -0.0109605 -0.0199896 0.0014769 -0.00728161 -0.00428914 0.0189464 0.014949 -0.0227299 0.0211571 0.0261203 0.000768165
internal_weight=67642.7 59188.9 32761.8 26427 31134.6 23862.6 18205.9 11826.2 16862.9 8733.29 6999.71 11149.4 10389.4 6379.65 4939.02 8129.63 1794.64 7271.93 6601.31 5340.57 7888.29 6879.45 5205.07 3922.64 1260.75 5008.07 7075.97 8453.85 676.839 8221.13
internal_count=561967 528725 219360 309365 193090 127711 269552 118996 80336 52129 47375 114726 111786 150556 137584 28207 6140 65379 60785 54631 86889 44398 41235 22567 6154 18777 83049 33242 4270 39813
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=0
split_feature=47 8 31 1 35 40 34 31 40 43 40 38 26 22 39 38 39 7 31 0 0 4 1 37 28 1 0 8 22 36
split_gain=1633.23 931.209 753.58 555.271 465.482 414.764 411.482 362.819 361.942 349.582 278.77 270.178 263.454 233.877 249.289 229.004 225.92 223.103 220.456 208.568 205.407 187.489 162.038 161.986 158.581 153.713 149.609 149.498 148.189 143.808
threshold=1.4234225997562711 1.6450000000000002 2.1560054075456008 1.5000000000000002 5.5806257794723235 0.22009653122243655 0.22320960302880888 -0.54879856812894734 0.21196919746119769 7.6209363956890117 0.2331537668945349 9.5812936955204915 9.0810902916463228 13.473239636523983 1227.7564476374821 7.7007874976888457 42455.807355274017 3.7850000000000006 -0.12339883147349687 6.4500000000000011 4.0500000000000007 1.0000000180025095e-35 1.5000000000000002 0.1451334994107831 0.31207299950233897 1.5000000000000002 4.2500000000000009 1.0050000000000001 17.205564770013968 321.32309350297754
decision_type=2 2 2 2 2 2 2 2 2 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 18 9 11 -7 27 16 13 20 12 19 -3 17 -10 22 25 -2 -5 -6 -13 -9 -21 -11 -15 -26 -1 -8 -20
right_child=2 4 -4 5 10 6 28 8 15 24 -12 21 -14 14 -16 -17 -18 -19 29 23 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.043803751865138782 -0.010920714013425276 0.011510845975281998 0.02494083320282103 -0.024997354090670915 -0.010672511732958254 0.022384732456884122 0.017324979763093707 -0.0094617179536086518 -0.012553183723920358 -0.06515700605914064 0.018860849200166934 0.0098968782604623579 0.0067072043357164317 -0.010468960863149121 0.016250342316283129 0.026638475752649673 0.037396106743929486 -0.0056868806853550462 0.011529363863024847 -0.020267702934659956 0.0064959302870012826 -0.024899857049355472 -0.03204386343252618 0.0084300861486575427 -0.0048385603052556909 -0.025896266025326176 0.01919637915364376 0.081807541680404661 -0.0056633100283084185 0.026749343605390736
leaf_weight=29.456477407366037 648.82785447686911 1043.2582215368748 5707.152514487505 3355.2962407022715 2586.4935873765498 3244.0179987270385 875.19702542945743 921.90197269245982 2900.8456748444587 71.736042480915785 2966.4233321789652 2849.1877686493099 1439.0493104103953 2512.6771708987653 677.79820988141 427.68419472500682 130.95005971752107 4082.5134551748633 2890.4291400834918 897.80735700391233 5337.0291374213994 447.97941627912223 5742.610639128834 1087.141488250345 1038.6195545829833 4517.5455628652126 1719.1543938815594 120.9481650814414 3522.9124238528311 3351.6931838802993
leaf_count=713 3568 3879 22600 47710 19964 13417 3189 8519 39136 742 11482 21976 6618 11560 2993 4625 957 22547 10560 8125 28574 9130 171434 6632 4617 39874 5679 1460 20074 9613
internal_value=-2.34639e-05 -0.00709873 0.00857131 0.00477509 -0.00215305 9.13174e-05 0.00887553 -0.0198804 -0.0210256 -0.00767298 0.00578642 -0.00657075 -0.0122805 -0.0111803 -0.0131881 -0.00751743 -0.0276421 -0.0149837 0.0168184 -0.0173972 0.000891597 0.00516912 -0.0289201 -0.00455014 0.00823535 -0.0203824 0.0101445 0.0572068 -0.00108878 0.0197017
internal_weight=67144.3 36827.6 30316.7 24609.5 26553.2 17718.6 7642.13 10274.4 10124 15663.3 10889.9 10076.5 6779.29 12833.8 11790.5 3328.53 6795.46 11112.7 6890.95 5340.25 7923.52 3297.17 6664.51 1984.95 2829.51 7030.22 2757.77 150.405 4398.11 6242.12
internal_count=561967 378755 183212 160612 151911 136871 36680 226844 224671 91891 60020 100191 69085 80853 76974 43761 180910 73981 23741 62467 48538 31106 179953 14757 11038 51434 10296 2173 23263 20173
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=0
split_feature=31 0 26 16 43 23 4 21 26 43 16 0 35 22 47 26 22 35 47 35 26 12 49 7 21 0 8 26 23 42
split_gain=1523.31 954.701 1073.11 573.772 546.254 510.431 470.228 417.115 394.765 331.586 325.119 351.178 325.049 295.315 332.146 265.085 255.271 220.49 215.603 193.246 214.124 185.917 180.074 188.314 175.451 171.551 167.582 166.577 187.782 157.54
threshold=0.1622524377098272 7.0500000000000007 6.8689266787134757 4.9186891277365854 5.555069299875707 8.0913153690077344 1.0000000180025095e-35 10.582292799696132 9.6523458528400088 0.98758289560670443 8.4566336300028588 4.5500000000000007 7.4778365826939757 22.182740505495758 0.25769355801081623 3.9004484131545811 69.511359269098975 4.8811822501789619 1.3873052523496567 3.1434135850622074 12.864695687819475 225.18846662350455 0.29527066683029995 2.6650000000000005 2.2710049393024998 14.950000000000001 2.2350000000000008 3.628859369536066 4.4885101554087115 14.418932169918438
decision_type=2 2 2 2 2 2 2 2 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 27 8 12 13 -7 11 -10 22 -1 -15 26 19 -17 -18 -5 -21 -16 -3 -24 -19 -9 -11 28 -2 -23
right_child=1 4 3 16 -6 9 -8 25 10 15 -12 -13 -14 14 21 17 18 24 -20 20 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.773719309848733e-05 0.014296823389577093 -0.027819513341081206 0.026579044383150081 -0.0074912893171087446 0.031809901052385452 0.0035871441267861545 -0.037361954832037213 0.023979852411593384 0.041848978809009341 -0.035601132434201571 -0.0046154394011049147 -0.011051300723548173 0.017905493408696248 0.0092916805232531458 -0.022294162666667651 -0.022398141784467064 -0.015661106308658284 0.13267549731715869 0.0071882668063964778 0.008070754636058405 0.031720461845141594 -0.0084577639310790039 -0.024085576832562003 0.0048714608773564906 -0.0037447251361386333 -0.0032773622024050101 -0.015796636036727218 0.018503268720346393 -0.014822242218808186 0.044607048962318513
leaf_weight=3320.2760124560446 994.27218183502555 836.16638126038015 3962.298171935603 1111.9309614803642 3838.663935912773 2391.7828300837427 1569.0827143602073 4416.163354633376 906.78235422819853 2340.2096652127802 3929.0602800287306 479.68858842179179 1904.705627091229 1079.3468277901411 8990.4625949710608 2349.0896993111819 2286.185091169551 23.717912267893553 1882.4920966289937 2899.3555307872593 1428.7236138544977 972.91820034012198 727.805604333058 2456.4321851078421 3751.7339617945254 664.06194872781634 1965.1337765194476 1799.5435945503414 1249.3510729931295 163.35152208432555
leaf_count=21892 5067 5462 12717 4517 12481 22180 45093 16207 2908 51563 23367 2485 9816 14794 158370 18251 14833 141 7957 11233 3787 18261 5507 11746 29873 3340 9948 7005 10074 1092
internal_value=-2.31359e-05 0.00517319 0.000102882 0.010569 0.0155692 -0.00831911 -0.0110123 0.0099045 -0.00892859 -0.0132038 0.00273019 0.0235466 0.00089108 -0.0131948 -0.0170754 -0.0170543 0.003967 -0.010371 -0.00534278 0.0111011 0.0158777 -0.0198857 -0.00716966 -0.00174711 -0.00288771 0.0204169 -0.0265616 0.00717116 -0.00191799 -0.000829102
internal_weight=66690.8 45279.8 30435.8 13571 14844 16864.8 21411 11005.3 19841.9 12821.7 5315.53 1386.47 5925.11 14526.4 11206.1 10429.9 9608.69 6124.54 4168.68 5440.01 4328.08 10126.7 4020.4 3184.24 3775.45 5080.23 4305.34 4043.17 2243.62 1136.27
internal_count=561967 273705 209146 55044 64559 154102 288262 52078 243169 131956 28760 5393 32531 214409 192517 109776 42327 48265 22790 19537 15020 177723 22715 17253 30014 19547 61511 22146 15141 19353
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=0
split_feature=47 8 28 7 29 43 43 1 18 30 23 26 26 16 16 36 0 4 4 1 35 47 24 42 0 23 26 38 20 0
split_gain=1447.81 1114.09 850.986 822.201 488.301 421.786 641.702 354.292 285.614 279.875 208.972 276.99 208.799 227.697 215.668 204.516 199.561 191.008 184.415 174.943 163.091 160.728 159.894 152.129 151.96 150.921 146.455 216.643 147.394 140.549
threshold=11.163919421629496 1.2150000000000001 0.30408897115985206 3.0450000000000004 11.981006862128121 6.386755219675746 1.6123445526488032 1.5000000000000002 28.150551694672277 1.8955198683283039 10.050177048856352 4.5583039971959325 7.298485409650076 8.111482919004791 5.3329147412952853 378.42911133874406 4.6500000000000012 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 6.1821855585889809 204.53006794203776 12.186987053603021 17.261259353115175 5.7500000000000009 12.460699655623868 2.8276734983757108 6.0476074750511968 0.63589471630663719 8.2500000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 6 17 -5 15 18 26 -12 13 -8 16 23 -14 22 -6 29 -10 -2 25 -9 -7 -4 28 -28 -1 -11
right_child=21 2 3 4 9 24 12 8 20 19 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0075297518823045397 0.015255116699331489 -0.03749990433205732 0.0090821535977816531 0.022680694067831322 -0.0075651192275335956 0.00235176719274754 -0.025020859860007474 -0.0024866141320540316 -0.004755402062612369 -0.0007379146641511155 -0.041124660409076787 -0.015968173773193147 0.028073454692814921 0.0071244926772267127 -0.014681798507203409 0.026673609403157841 -0.015970482330794313 -0.023288623609989137 -0.044976330351276544 0.044290018087095873 0.010883081071408526 0.030782517060188048 0.015730563397364089 0.020322571396566416 0.025274958191799993 -0.0090805504893474945 -0.016165975929049406 0.061143366304080883 -0.039362190111169232 0.018542895431132363
leaf_weight=308.3100860696286 5831.0509733911604 1515.0922680925578 2102.36145548895 4903.1720907296985 5330.7615648712963 2211.5582092627883 6469.4886826500297 1754.4549288991839 4925.508029865101 3945.2745972461998 2297.1711052618921 2089.5267168842256 661.55032059922814 602.16084313392639 3393.7229692228138 2362.9695347957313 420.75511297024786 683.62248781323433 351.10275982506573 282.42747258394957 2520.1968528106809 2333.5961382798851 2143.065588997677 1253.1912708096206 1074.0971784535795 2508.3496910259128 186.34262906014919 176.406390119344 367.13300418108702 1242.9708834644407
leaf_count=2661 24453 23899 14136 15219 37405 11020 80821 14170 28420 25471 102559 34530 2332 4531 23117 10234 2138 10380 4833 640 13210 8789 13118 4580 3622 23306 3174 2770 11597 4832
internal_value=-2.18407e-05 -0.00279316 -0.000570512 0.000523513 0.00609147 -0.00669484 -0.0095574 0.0112501 0.0068771 -0.00210476 -0.0243677 -0.0291418 -0.0169346 -0.0222836 -0.00848377 0.0156657 0.010951 0.00189687 -0.00987689 0.0059674 0.000537858 0.0196931 0.00444616 0.00701725 0.00984547 -0.000798841 -0.00419575 0.0214299 -0.0179581 0.00388127
internal_weight=66247.4 58082.7 52657.9 51142.8 28872 22270.7 18985.1 17719.5 12816.3 11152.5 5424.89 4386.7 11547.7 7071.65 4476.03 5370.62 1082.31 7437.4 5681.86 5470.67 7445.7 8164.65 6753.78 3007.65 3285.66 4610.71 1038.19 362.749 675.443 5188.25
internal_count=561967 528725 371434 347535 159014 188521 173879 85833 70614 73181 157291 137089 112939 85352 27587 28984 4470 60940 42238 30943 41630 33242 50560 18750 14642 37442 20202 5944 14258 30303
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=0
split_feature=47 8 31 1 35 26 1 6 0 22 40 43 43 31 26 43 0 18 4 31 38 12 23 22 7 8 40 39 22 26
split_gain=1354.29 767.22 639.856 537.921 440.109 377.569 363.114 313.827 296.455 292.472 267.74 259.563 263.02 252.367 262.271 236.164 205.748 202.961 200.499 198.851 193.785 192.305 175.098 172.042 166.086 163.139 157.208 145.716 176.437 147.469
threshold=1.4234225997562711 1.5950000000000004 2.9141443107365839 1.5000000000000002 5.0052107172196338 3.9004484131545811 1.5000000000000002 1.0000000180025095e-35 8.8500000000000032 33.713827085374831 0.23608763702334695 7.4161418975650717 1.8419632836521842 -0.48132217558586005 4.0336077903760126 1.4465053651494333 3.9500000000000006 15.936311005900086 1.0000000180025095e-35 -0.12339883147349687 6.8053869173832124 146.96591490386072 3.4075737895381164 114.47097308551288 4.1250000000000009 1.0450000000000002 0.20980122174932056 1271.9144447733695 54.127492334278664 10.94434279063524
decision_type=2 2 2 2 2 2 2 2 2 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 19 11 8 -1 -6 17 -7 16 12 -3 25 22 18 -9 -5 -11 -2 -16 -18 -15 -23 -17 -8 -22 28 29 -14
right_child=2 4 -4 5 7 9 13 10 -10 15 -12 -13 27 14 20 24 21 -19 -20 -21 26 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014877450875226525 -0.0099557039943681674 -0.00071619963602982445 0.026290595508883737 0.0014100894472576942 0.021815648100407724 0.016354574039787316 -0.038034487119622484 -0.015653395256841538 0.011483105269110377 0.013253563959766887 0.012984627813368408 0.0047093457678325399 -0.018092756979473556 -0.000421618014824231 -0.025835127621593658 -0.013082203589505625 -0.0054164549693371221 -0.02450252548774301 -0.024925212979552407 0.01914907150728044 -0.011290190426663398 0.028449870876905616 -0.039615227859141282 -0.00033386885913411484 0.0048774048869845744 0.06907467233801573 0.02723631042141644 0.018770840689323009 -0.030102360487888315 0.0040003281678421517
leaf_weight=1743.1670024804771 644.52812600508332 3280.4425269402564 4078.1809573210776 1023.0648465529084 2088.7555768024176 3895.4799852538854 50.995959868654609 2586.8153422810137 1116.0898017007858 3513.0937566142529 3247.6597257647663 2801.1275120563805 3498.9533144999295 315.56754744052887 2352.1095499377698 3534.0646113473922 3805.3807982318103 2891.1855248939246 381.19428960420191 6559.9373650308698 1287.1117617785931 998.92984651774168 2938.4936103001237 1080.8399142771959 2024.8738072793931 117.37424775399268 333.36730594933033 262.0887752994895 2414.6052449923009 963.2501407340169
leaf_count=14089 3568 18756 17289 10032 8460 14335 1786 22954 6359 17666 14282 11517 21948 2717 46212 29416 24556 48550 4253 21796 23606 4536 123358 7160 9948 2134 3083 1188 22776 3637
internal_value=-2.18397e-05 -0.00651655 0.00789728 0.00496526 -0.00228217 0.000425963 -0.019041 0.00396076 -0.0112483 0.00482529 0.000778532 -0.00880272 -0.0124353 -0.02388 -0.0252899 7.4307e-05 -0.00390058 -0.0177298 0.00951642 0.0165453 -0.016669 0.00126537 -0.0358144 0.0134912 -0.00654032 0.0366335 -0.00336446 -0.0178204 -0.019215 -0.0133236
internal_weight=65828.7 36167 29661.7 25583.5 27028.8 18379 9138.19 13808.4 5030.34 13348.7 11719.6 13220.5 10419.3 7395.02 7226.65 9453.23 8471.97 3914.25 3894.29 7204.47 3972.59 5885.15 3254.06 2079.77 5558.94 168.37 1620.48 7138.9 6876.81 4462.2
internal_count=561967 378755 183212 165923 161770 140559 216985 81948 64941 75618 73488 79822 68305 202896 198976 61283 59206 58582 21919 25364 72901 36252 126075 11696 39364 3920 26689 49549 48361 25585
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=0
split_feature=47 22 8 28 35 36 39 21 26 33 0 22 43 40 26 7 0 22 42 21 0 26 31 26 38 35 8 37 26 18
split_gain=1259.53 1032.96 777.538 577.96 540.373 480.206 424.914 427.612 352.953 350.586 342.506 316.198 327.017 308.919 268.616 232.526 219.508 219.295 203.116 198.749 193.717 180.678 179.555 170.67 170.159 167.175 165.9 162.561 161.5 166.22
threshold=14.915529775561508 34.206070883340473 1.3650000000000004 0.30408897115985206 6.558901093364466 275.58615289811581 988.83872626905224 13.647736457012817 6.5519550530099702 498.00630864986459 4.2500000000000009 11.458133038809287 6.4663492458839658 0.17104928904951683 15.093316252552965 2.1950000000000007 8.8500000000000032 151.81267503495806 15.323103708906689 4.4657910619644685 4.7500000000000009 6.1624106861533985 -0.54879856812894734 3.2273692629137529 5.4678178887448343 4.0724796619976784 1.0250000000000001 0.22017230659808298 10.94434279063524 19.32702747146342
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -4 6 11 7 14 22 -8 -9 23 21 16 15 -5 27 24 28 20 -10 -13 26 -1 -17 -23 -3 -6 29 -7
right_child=-2 2 3 4 13 18 9 10 19 -11 -12 12 -14 -15 -16 17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082916396440978419 0.020041378319362219 -0.053857600834729173 -0.042200303148728351 -0.032124923285158695 -0.006271608452885386 0.023166018167744006 0.025562344711298948 -0.017648923819536672 0.036867097762583935 -0.015266709788634406 0.010341184601990169 -0.018838321902734018 0.0075018079847787456 0.017695799717929388 0.016832946207199086 -0.017807171865516738 0.020465118757198468 -0.032910871379723074 0.022997729190924743 -0.015600586699576311 -0.038221970219208354 -0.017305606108625745 -0.033280755252184539 0.02677420973116397 -0.0029536118876228898 0.014788863947736975 0.11343002796943441 0.027630524678776459 0.029917152126314541 0.0013344821766552836
leaf_weight=1195.6109803263098 6986.9442132469267 23.548778062686324 970.94256426952779 2227.6310712005943 5419.6419985741377 1082.2677658069879 1570.0833728071302 1601.8633882980794 396.94819399528205 790.47461231797934 3440.1475753113627 3809.1141740456223 3092.0940841007978 3712.3678455613554 594.45251433178782 4136.574283791706 1082.7703577745706 1322.8408089093864 3953.0582604128867 1501.1489925384521 109.60983881354332 713.27621388249099 4097.710118195042 1349.0483340378851 3611.4972288236022 941.05424256250262 39.984433906152844 378.27130533382297 776.67301877215505 4484.9761267248541
leaf_count=6939 28737 771 15382 27170 46937 5608 6648 8886 2120 4675 13672 37605 13212 19737 2256 36146 4600 15057 12855 20217 1031 3500 164914 4022 26214 3416 701 1816 2025 25098
internal_value=-2.19273e-05 -0.00242124 -0.00747505 -0.00423558 -0.00300229 0.00632456 -0.00798362 -0.0107538 -0.0236802 0.01189 0.00144864 -0.00088976 -0.00549207 0.00607137 -0.015927 -0.0176506 -0.000200418 -0.014096 0.0141016 -0.00646209 0.0206192 -0.0128461 -0.0319875 0.0145839 -0.0108837 0.000951107 0.0514244 -0.00405974 0.00855825 0.00557852
internal_weight=65412.6 58425.7 37028.5 30859.6 29888.6 21397.2 19295.6 16935 6168.95 2360.56 5042.01 11100.2 8555.54 10593.1 11893 11298.5 6880.68 9070.91 10297 2007.71 506.558 5463.44 4161.24 2544.66 7748.07 1654.33 63.5332 5797.91 6343.92 5567.24
internal_count=561967 533230 418950 229196 213814 114280 140724 129401 189754 11323 22558 68694 57733 73090 106843 104587 53353 77417 45586 23368 3151 44521 166386 10961 62360 6916 1472 48753 32731 30706
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=0
split_feature=7 1 28 29 28 26 30 29 0 43 43 38 4 4 43 43 38 1 18 0 0 26 1 28 3 23 36 42 35 26
split_gain=1205.52 718.087 670.266 580.013 456.438 335.734 333.897 312.824 283.405 270.666 242.894 219.573 203.343 187.879 187.762 266.689 185.372 184.15 179.175 174.067 170.996 166.565 151.8 150.851 146.186 144.949 141.56 175.611 136.45 132.932
threshold=3.3650000000000007 1.5000000000000002 0.42288226272996526 11.890737917655446 0.62502298946056034 19.288965265384228 1.8955198683283039 9.7688251888389726 4.2500000000000009 1.8193664609867588 5.555069299875707 8.6541199707785488 1.0000000180025095e-35 1.0000000180025095e-35 5.6275190607438175 1.6660499015058152 4.480343492112997 3.5000000000000004 27.532192680856021 5.7500000000000009 6.3500000000000005 7.4484572387754211 1.5000000000000002 0.21299072601220784 1.0000000180025095e-35 6.1803570460621282 1488.9328000140365 13.343815356421846 9.4714550452385069 4.4343415198239127
decision_type=2 2 2 2 2 2 2 2 2 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 23 8 21 7 12 14 24 -1 -11 25 -5 -13 15 -6 -7 20 -10 -12 29 -3 -20 -2 -4 -9 27 -24 -27 -8
right_child=2 4 3 6 5 16 17 11 18 10 19 13 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 26 -25 -26 28 -28 -29 -30 -31
leaf_value=0.017419956563328582 -0.047151836001778254 -0.032105418111989921 0.016242070960798671 -0.0057353534807338055 0.0055104885004083667 -0.0053723901528664082 -0.015101242832842258 0.0034032891499139817 0.025763790377646485 -0.0081426277435308753 0.0012070802816179498 0.0010264448963292984 -0.044003811889589434 -0.027071245487012847 0.016267917267187983 -0.015547592122411134 0.030974870192047418 0.042882822486208991 0.026565531535431199 0.025100904400370029 0.016356315174962742 -0.0092671340246573992 -0.008183784268511787 -0.013205075081209862 -0.0036213487155074271 -0.024977273459974737 0.022540645463645922 0.013025381504865249 -0.0012025400292266747 0.0060385062934862621
leaf_weight=2861.3943113032728 398.83671480976045 3137.1633815746754 1449.8149208240211 5111.8597475998104 2871.1474932767451 619.49693586863577 1108.4087397735566 585.82870266214013 5347.1352542918175 4489.4205627217889 2150.1101880446076 2718.2936549503356 372.41484722867608 761.64351865462959 1183.2771593909711 3156.4120602943003 808.71018040366471 368.20256166905165 1773.7463497277349 1180.8424840364605 2492.8041585609317 1070.8806841745973 1574.3407940845937 1823.5124239102006 2565.0666342768818 5912.4144350867718 1583.5520612318069 2567.9360486771911 672.11152907274663 2259.7629361264408
leaf_count=11034 8138 79588 5449 37237 21282 3300 13068 4966 21550 25671 9054 37921 6923 22484 5912 31643 2481 971 5823 3826 11388 8184 9442 21770 17244 94067 6539 10664 12366 11982
internal_value=-2.21756e-05 -0.00648699 0.00715252 0.00920959 -0.0113734 -0.00811854 0.000662819 -0.00998384 0.0151469 0.00426196 -0.000552417 -0.0154286 -0.00833401 -0.00512321 -0.00194204 -0.00551686 0.0152089 0.00858378 0.0187707 0.00967758 0.00642902 -0.0262934 0.0137847 -0.0192974 0.00355154 -0.02043 0.0098254 0.00496449 -0.0225505 -0.00091823
internal_weight=64976.5 34179.1 30797.4 28575 23497.4 19289.3 11713.5 17861.1 16861.6 10681.8 7820.37 10650.3 5484.27 3479.94 7210.84 6027.56 1428.21 6229.18 12846.7 3330.95 5860.98 4208.04 7499.58 2222.35 4014.88 7170.35 5725.83 4142.28 6584.53 3368.17
internal_count=561967 373779 188188 158280 324194 236422 81569 230641 76711 49585 38551 171804 44160 60405 58837 52925 5781 37409 54018 12880 36438 87772 32468 29908 22693 111399 26645 20106 106433 25050
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=47 8 31 1 22 28 0 26 47 22 4 43 21 43 35 26 16 43 0 18 4 7 12 12 12 43 31 23 26 0
split_gain=1128.5 651.872 546.073 448.883 416.797 379.576 370.038 332.281 331.199 293.46 275.112 337.481 267.824 228.057 259.98 237.197 247.903 221.597 215.631 214.204 209.826 203.767 192.006 190.828 177.005 176.855 175.169 152.918 161.375 140.696
threshold=1.4234225997562711 1.2350000000000001 2.9141443107365839 1.5000000000000002 18.158878503825175 0.35236909160219293 8.7500000000000018 3.2732080420711926 0.25769355801081623 26.010031343636882 1.0000000180025095e-35 1.2500254323499493 2.3247922551619662 5.555069299875707 3.9295570339511436 11.406365040636141 9.6116746372011921 1.4465053651494333 8.1500000000000004 12.57125625537649 1.0000000180025095e-35 4.3450000000000006 146.96591490386072 28.460558203277348 348.68081510208674 5.4071395773525772 -0.12339883147349687 7.1412132052817023 7.3735356392579794 5.3500000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 23 -6 8 18 22 -9 11 -10 29 15 -15 24 -17 20 19 -5 -14 -19 -7 -3 -13 -8 -2 -1 -29 -11
right_child=2 4 -4 7 5 6 25 9 10 12 -12 13 17 14 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014481224114829994 -0.0096294920508879431 0.00085517940158599424 0.024739992144578928 0.0061754245005416625 -0.033039788946073602 0.00021032115132790634 0.0039159182673041207 0.017674667124102653 0.0047162093605329454 0.097221457230043398 -0.036140793341020321 -0.021075534998823156 0.011207152021900554 -0.016981153431478612 0.0083516729122434328 0.017762905416286268 -0.015522287828945569 -0.012509036130818316 0.0073676292474564933 -0.028116248657553095 -0.02579820360484715 0.0058746222825433458 0.027949598324621718 0.020852139422715812 0.01623436905176516 0.030399802880791939 0.017779838527743952 -0.035306243149022414 -0.0096617966442816179 -0.034698849426399191
leaf_weight=463.86396382190287 641.12988261133432 2635.9916450399905 3883.0009021330625 584.83073228783906 1243.996479794383 2054.1638608444482 2218.3595038801432 3015.7272022739053 4065.8439434319735 104.36568342894316 912.62874501943588 7786.5511761587113 4178.8910090476274 1686.3763528484851 2535.4955448452383 975.63232452794909 1311.1855869330466 4533.8074898384511 938.9984737765044 2057.6497845556587 421.72003146633506 2258.0630772560835 895.90077552385628 2179.4387013521045 331.4212136734277 880.59884656779468 6418.7485551051795 2564.4341857228428 806.36605821363628 25.065736791118979
leaf_count=7162 3568 12782 17289 5046 21906 15116 12324 10932 29405 1051 15276 90627 22332 9917 14970 3381 8533 39003 6130 39240 5372 11090 5636 8313 2935 2866 21796 108411 9195 363
internal_value=-2.12314e-05 -0.00599603 0.00728707 0.00459555 -0.00364162 -0.00606692 -0.00475898 0.000428318 -0.00698484 0.00378909 -0.00933514 -0.0080264 0.000154695 -0.0115685 -0.00176722 -0.0155455 -0.00132172 -0.000657841 -0.0132134 -0.0205269 0.00781502 -0.0063971 0.00863442 0.0099057 -0.0195523 0.0114416 0.0152907 -0.0254676 -0.0291716 0.0716737
internal_weight=64610.2 35548.2 29062 25179 31713.6 26898.2 25654.2 18119.1 22555.2 14537.6 19605.1 18692.5 11521.9 14626.7 4221.87 10404.8 2286.82 11392.5 3581.48 2642.48 4600.61 6791.87 2950.06 4815.43 8117.97 3098.96 7059.88 3834.66 3370.8 129.431
internal_count=561967 378755 183212 165923 253987 232892 210986 140559 195796 90143 175044 159768 79211 130363 24887 105476 11914 77797 50416 44286 27704 50093 20752 21095 93562 15190 25364 124768 117606 1414
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=0
split_feature=7 28 29 1 0 1 43 42 0 4 47 24 42 43 1 26 16 26 16 35 43 42 43 28 12 23 35 40 39 42
split_gain=1071.43 774.462 676.738 421.11 347.423 337.208 315.375 376.613 312.255 306.605 235.313 234.154 211.875 285.616 199.014 194.684 236.282 186.562 184.588 181.469 181.063 173.941 172.044 170.084 166.11 163.197 160.587 162.949 152.658 147.281
threshold=2.6650000000000005 0.44990214194954131 11.890737917655446 1.5000000000000002 4.2500000000000009 3.5000000000000004 1.6666959938999357 18.469763055522812 8.6500000000000004 1.0000000180025095e-35 17.620821544859748 13.317187592141524 16.733308289506642 1.2503746500194104 2.5000000000000004 3.6530403633117721 2.9824620377847242 5.070766581195925 4.5028356224631976 3.6916070280446096 1.6123445526488032 11.895077317914689 5.555069299875707 0.21299072601220784 329.39960875885436 11.095207750742309 3.4333334911413012 0.27936696934723976 2966.2696926644289 11.93934656048855
decision_type=2 2 2 2 2 2 2 2 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 4 20 17 8 9 28 10 11 14 25 13 -6 15 24 -17 -3 -19 -14 -1 -10 -22 -2 -4 -5 -18 -28 -8 -15
right_child=1 2 5 6 12 -7 7 -9 21 -11 -12 -13 19 29 -16 16 26 18 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.015487834972417592 -0.043355188701552604 -0.012285298683068558 -0.021626666056040338 0.0064911003571802017 0.022087910761306659 0.0384332804062891 -0.028210528162794197 -0.0024296105357834801 -0.0016378945720984578 -0.029762308112227666 0.017357137212651624 0.015569026244246942 0.0096078599229600676 -0.01274070470585535 -0.034290691664422016 0.02216996306300878 -0.022067528121985383 0.028268838929408954 0.0021405107365441464 0.028368204472514813 -0.010185323766947668 0.02291755993645235 0.0077626339047125112 -0.013026070557847234 0.029301174518310658 -0.014621679992593712 -0.0070308923904537904 0.012127797557483116 0.01374327405058795 0.008258096552664386
leaf_weight=1655.0508449412882 546.89369610417634 1684.5988896470517 2450.7444164194167 1406.060627527535 3983.3100086953491 517.23852696828544 5841.924531753175 2181.4708818942308 1293.2567500993609 1100.2129775881767 980.28500847145915 1558.8912009848282 1795.0354657657444 982.14942368585616 685.58388552442193 859.5884760953486 1223.160161729902 846.80807976424694 3350.3600219450891 4572.6844639591873 3488.7062705885619 1630.3523739948869 2163.0588098727167 2986.9673446640372 171.30400648154318 2622.3775484161451 4350.7739175278693 1489.8994345422834 225.1865708604455 5574.1055260971189
leaf_count=6525 12264 16114 35791 15488 17026 1431 115299 13624 7965 32568 3935 13982 7050 7632 14800 4696 7408 3046 17444 16220 21089 6291 8641 38743 2019 42313 33980 6647 2360 29576
internal_value=-2.1109e-05 0.00468025 0.00673946 -0.00889314 0.0122375 -0.00126546 -0.013705 -0.020247 -0.00262217 -0.00563602 -0.00613626 -0.000885265 0.0158787 0.0115281 -0.00818684 -0.00648977 -0.00258168 0.00177055 0.00741208 0.0230797 0.000943035 0.0120555 -0.00331623 -0.0177197 -0.0182994 -0.00725261 -0.00559367 -0.0021437 -0.0266534 0.0051124
internal_weight=64218 41975.1 38441.2 22242.9 22789.1 15652.2 14936.1 8248.58 15134.9 6687.54 12211.3 5587.33 16907.3 10539.6 11231.1 10545.5 7923.42 5881.77 4197.17 6367.72 7306.82 2923.61 5651.77 3533.86 2622.05 4028.44 7063.83 5840.67 6067.11 6556.25
internal_count=561967 290078 239071 271889 114108 124963 235634 131283 123532 104351 109276 71783 77504 54234 105341 90541 52731 36604 20490 23270 36255 14256 29730 51007 37810 57801 48035 40627 117659 37208
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=0
split_feature=47 4 3 28 36 18 7 40 37 34 0 43 43 20 35 24 8 43 35 40 43 8 38 25 39 43 14 34 17 22
split_gain=1007.19 857.534 850.608 624.083 543.433 476.583 386.998 379.246 368.893 300.932 272.891 234.4 222.117 219.689 211.015 203.001 196.212 186.821 186.774 156.947 152.106 150.36 149.353 146.605 142.355 137.374 136.633 136.17 135.672 134.381
threshold=17.620821544859748 1.0000000180025095e-35 1.0000000180025095e-35 0.37437407281276752 315.73532228361211 46.135853753281644 2.1750000000000003 0.2670791677078721 0.22620232562456297 0.28296265945504623 8.7500000000000018 4.9199739623566217 1.4276988699477187 5.8954333803590737 8.6510588344397501 21.429726450951893 1.5950000000000004 1.8173290305627501 5.8526069445493976 0.20549419203753652 5.555069299875707 1144.6950000000002 6.186483022403972 3.2916044138784315 1573.9629428266894 1.5787387207917747 23.351444790478414 0.26417049859390856 41.404289015876067 137.38924166860139
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 7 11 -1 8 24 -9 15 12 23 17 -3 -7 -16 -8 -10 -14 -12 25 -4 -6 -5 -17 -19 -21 -11 -27
right_child=-2 14 3 4 5 10 13 9 18 28 20 -13 19 -15 16 21 -18 26 -20 27 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0043812998366084084 0.019055215457518149 -0.042912806972274016 -0.039236957423099746 -0.027533189760477972 0.0028381307975939066 -0.01662158018345487 0.020830378966902055 0.013805480996314269 -0.011198267495183616 0.00033246499700439634 0.0026724888170314765 0.027491579484542616 -0.010757825503569612 0.018535315210618936 -0.031556531734471038 0.013588049631205579 0.0053902570812559324 0.0018889764597709057 0.021115857028794205 0.015940504968845092 0.036080305626518802 -0.063959513098032897 -0.013721487093904305 0.018489875845633424 0.02741063531278165 0.0048796652901271879 -0.044624962814355178 -0.0077184204153250115 -0.024151012222321647 -0.022855420949020929
leaf_weight=4389.5354899950325 6243.3482621368021 1377.3716510236263 1497.0305876247585 5046.4130114149302 2604.0446598501876 5350.8863682718948 1459.8807843737304 2010.3255920466036 1495.5054470356554 1059.1128916386515 1822.4550055125728 1340.1615384472534 2645.6943171480671 7292.9486815109849 835.02145174983889 1299.8234641877934 630.80840644612908 4049.2536230683327 637.90826032869518 1545.2033138023689 419.05798100493848 90.996476002037525 929.67721765488386 3516.3927278658375 120.70936208683997 951.74769450072199 164.28688632696867 1002.9150838330388 1214.8675529174507 807.09695789497346
leaf_count=23789 26617 29554 30624 95356 28158 53912 5191 11474 16442 6880 9587 5800 33931 24692 36043 7618 4546 18637 5741 8498 1316 673 19477 23773 1080 6476 982 6686 10827 7587
internal_value=-2.01828e-05 -0.00208754 -0.000697539 -0.00494206 -0.00324108 0.00114417 0.00845088 -0.0120974 -0.0190277 -0.00028818 -0.00660118 0.00771904 0.005377 0.012795 -0.0288608 -0.0106935 -0.0156568 0.00541605 -0.00153608 -0.00222794 0.00891819 -0.000622401 -0.0294619 0.0118306 -0.0262496 0.0012619 7.53876e-05 0.00662858 -0.0127478 -0.00784738
internal_weight=63850.5 57607.1 54763.9 37408 34981.3 23396.5 17355.9 11584.8 7300.54 4284.31 10742.1 12654.4 11314.3 12966.4 2843.2 8500.55 1465.83 5673.42 2133.41 5193.81 2241.51 3149.66 2426.71 6120.44 5167.12 3058.67 4213.54 2548.12 2273.98 1758.84
internal_count=561967 535350 465207 391916 341815 194015 73291 147800 118619 29181 87169 106846 101046 49502 70143 76266 40589 24810 22183 49115 10903 22354 50101 51931 96436 21681 19619 15184 17707 14063
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=0
split_feature=31 22 26 12 26 8 35 22 16 38 23 0 33 0 21 43 12 42 43 26 0 26 26 21 4 21 40 30 21 31
split_gain=950.779 855.383 558.599 558.31 512.993 423.862 584.651 410.915 392.622 324.45 264.795 311.371 261.908 250.847 239.059 219.008 204.912 229.967 199.226 178.467 171.533 170.894 158.331 454.666 157.885 147.387 145.796 143.126 141.623 138.671
threshold=2.6701025264610614 54.127492334278664 11.919958040928233 119.86026792175905 3.628859369536066 1.3650000000000004 6.6993478756740688 16.207652683225529 11.711639994041812 4.5497190417868429 3.4075737895381164 4.9500000000000011 1.0000000180025095e-35 4.5500000000000007 13.647736457012817 1.6368204659661949 216.42741908347315 10.260607439196347 7.8189557062867037 17.188171244277232 4.2500000000000009 7.2219709770942915 2.8479277951482662 1.9048043063378604 1.0000000180025095e-35 7.1901393741501725 0.16694650560131941 2.009227250298772 4.4343249685114658 -0.61522904207182127
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 22 14 -6 13 18 -1 -12 -2 19 15 24 26 -18 -9 25 -16 -11 -3 -24 -7 -4 -8 -10 -13 -17
right_child=12 2 8 -5 7 6 16 9 27 21 11 28 -14 -15 20 29 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011789741337779326 -0.36772292969377374 -0.041326441055122232 0.041523779489421625 0.021697315363610265 0.019776859012857105 -0.0061510375577976568 -0.010695529988093972 -0.01131667461322635 -0.013398621508164 0.0024506843772763211 -0.025148402543430443 -0.013237148625543314 0.019707523287898831 0.0013611949398906686 -0.028375161384753784 0.088157936445668356 -0.001683820725898097 0.028754109530392664 0.0088254528544008445 0.043846254498778853 0.014486931642929406 0.016574622731590459 0.077561373073298134 -0.024244660593215294 -0.05503405325878459 -0.0031486575168926424 0.010217894438293747 0.01230657767939403 0.0067793568621462011 -0.027065751253109567
leaf_weight=1219.1539820265025 4.3654916230589143 1289.0459661679342 279.63413273543119 3769.9315022444353 4008.7860136590898 2683.079657619819 2785.5468688616529 5099.6110037155449 2629.9633090663701 5376.9236527839676 3093.9628651300445 1803.4411619501188 5722.562412949279 1517.1207953505218 313.79799207858741 26.248149093240499 1214.4686632938683 1268.9220595546067 1616.8949314057827 948.45784742198884 911.29951122589409 3559.4431267399341 114.01316284853965 2878.5449187904596 176.01913860347122 543.50378907844424 1189.1206147465855 681.9368974417448 1732.7152811642736 5039.8803783282638
leaf_count=6624 71 70586 860 20941 13213 21896 27109 30601 16457 35481 42972 21077 24433 6470 1985 211 11689 7962 6331 2068 3470 12903 2081 88288 2794 3050 8082 3108 7676 61478
internal_value=-2.01066e-05 -0.00194644 -0.00855775 0.00365242 0.00117966 -0.0127404 -0.00891751 0.00549363 0.00404599 0.00183562 -0.00962642 -0.0135645 0.0194122 0.0162834 -0.0170472 -0.0202246 0.00260127 0.0138689 -0.00646777 0.0290622 0.00350818 0.00807639 -0.0266765 -0.020366 -0.0091605 0.0120273 -0.00443876 -0.00810579 -0.00342907 -0.0264688
internal_weight=63498.4 57771.5 26490.6 31280.9 27510.9 19890 15608.4 19661.7 6600.62 15652.9 7849.27 6630.12 5726.93 3288.72 9150.32 7925.23 6458.06 2483.39 6716.51 1771.6 1225.1 8936.37 4281.6 2992.56 2859.1 823.138 3974.67 3311.9 3536.16 5066.13
internal_count=561967 537463 339644 197819 176878 307631 146676 98529 32013 85316 78349 71725 24504 12448 91834 86379 54842 19651 36932 5978 5455 48384 160955 90369 24690 3910 35191 19565 28753 61689
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=0
split_feature=7 1 28 14 42 43 43 43 4 43 42 38 0 26 38 7 29 42 42 35 24 35 0 40 35 1 35 26 40 49
split_gain=915.034 615.281 484.248 466.048 441.146 378.012 343.432 369.664 318.017 273.733 253 330.114 245.487 229.039 224.866 210.57 204.006 203.948 188.554 234.739 163.219 153.788 149.318 148.113 148.053 143.373 153.455 142.955 138.659 136.599
threshold=3.8050000000000002 1.5000000000000002 0.43649067336571745 29.784524702542541 14.857917780619166 0.95270586877488617 1.2500254323499493 5.9474021299929385 1.0000000180025095e-35 1.8173290305627501 10.1823256994227 4.8429824143840055 7.1500000000000012 44.645222937331518 7.4394575437127086 2.0850000000000004 7.2426956621677521 16.104485377107721 15.610378248063073 4.799411823044335 17.074406502585166 4.0724796619976784 4.0500000000000007 0.16616819785326969 9.4714550452385069 3.5000000000000004 3.9763716651561523 11.919958040928233 0.22132146295192998 0.37906486856037908
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 13 20 -1 -7 27 25 14 15 -8 17 -11 24 -20 22 -9 -4 -16 28 26 -6 -12 -17 -13
right_child=3 2 6 -5 12 10 7 21 -10 16 11 29 -14 -15 23 18 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017003466866008031 0.019716538800837739 -0.030994733735817345 -0.009224287565245938 -0.013099975548798139 -0.0028989723619840041 -0.018502414217383963 -0.029335120608797047 -0.0076136173979431763 -0.024341332389210608 -0.014949982337283022 -0.019615328730164694 0.00054513802290579176 0.028675593296677911 0.032983798373048802 -0.012089636249958881 -0.030060464021672281 -0.0057756634999376402 0.016089046959393245 -0.016881170648425297 0.0122143722231261 0.020772383335974646 0.01681551556354122 0.0082867477373433553 0.0087964968850451873 0.012480039679336056 0.040097072829695109 0.015885687286549596 0.013916635728341623 -0.012374272319207515 0.015867067779587112
leaf_weight=3270.0210208576173 2964.5239710006863 2273.1953636528924 1940.4259805623442 2420.9483112599701 1683.8168214270845 1652.5340414680541 3114.0555084208027 1121.3462377898395 1001.3443913692608 661.0934373382479 1791.6581928227097 2602.2971450490877 3606.8300798609853 255.58839725144207 2158.2294859029353 2512.179487795569 5557.2576398476958 2653.2150930427015 1514.5195026574656 1278.3427286557853 1441.6382236676291 1514.1562738735229 3267.1116358647123 1399.0651923744008 329.17529439087957 408.53785582631826 3068.4790644943714 386.39875058457255 1982.9440045235679 3298.4626030409709
leaf_count=12563 16096 56140 25193 16744 7639 15706 54795 7355 25874 4194 18581 18616 13546 757 43993 47284 29924 9258 11086 7626 9060 10038 27972 12600 4788 1050 12498 1570 19219 20202
internal_value=-1.99779e-05 -0.0047161 -0.00890636 0.00769628 0.010042 0.00408505 -0.00688417 -0.0108083 0.00192757 0.00463771 -0.000676876 0.00296936 0.0186678 -0.0139304 -0.0147696 -0.018381 7.97511e-05 0.0098978 -0.0139027 -0.00356362 0.00588358 0.00642148 0.00176181 -0.00387523 -0.0198882 0.0116734 0.00922997 -0.0136666 -0.0222585 0.00910994
internal_weight=63129.4 39244.9 27103.3 23884.5 21463.5 12695.9 24830.1 17179.6 7650.52 12141.6 9731.35 8078.82 8767.66 14544.1 14288.5 10731.2 8871.57 3314.31 7617.16 2792.86 6649.18 2635.5 5207.54 3557.29 4824.3 5160.83 4752.3 2178.06 4495.12 5900.76
internal_count=561967 419719 363780 142248 125504 90771 307640 219541 88099 55939 74675 58969 34733 202148 201391 144798 43376 13452 90003 18712 62225 17393 53165 56593 71291 21187 20137 20151 66503 38818
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=0
split_feature=47 8 47 6 26 0 21 22 47 38 26 23 35 43 38 12 26 21 1 25 0 0 16 22 8 26 21 31 22 23
split_gain=874.398 507.642 437.33 344.99 306.325 407.079 290.342 268.392 279.28 243.217 234.438 226.118 214.209 213.045 205.743 196.18 188.341 385.929 166.764 165.671 162.711 154.268 152.144 140.481 139.321 153.187 199.12 157.993 138.028 137.462
threshold=1.4234225997562711 1.2350000000000001 33.226569622407844 1.0000000180025095e-35 8.1504891883605541 5.2500000000000009 4.3685849974236204 18.158878503825175 0.28213260754512487 6.1033470237121419 3.7476572369467758 5.2527351338682111 3.2382373477911517 6.0455079332676549 5.0260711269797111 225.18846662350455 3.2732080420711926 2.3768694311382763 2.5000000000000004 14.168848266338829 9.3500000000000032 4.1500000000000012 2.921518118729391 47.292998938242434 3.3050000000000002 7.3735356392579794 6.4600645097809464 -0.46015981211685314 26.010031343636882 7.1412132052817023
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 11 23 -5 15 13 21 -2 -6 24 -3 -9 -13 -18 -12 -8 -15 -11 -19 -7 25 27 -27 -10 -14 -1
right_child=2 3 -4 7 12 6 19 8 9 10 18 16 28 20 -16 -17 17 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.002466097841180273 0.015926170345831565 0.0012779788111786641 0.020662822623772205 0.0069886089155177982 -0.0060162384391545844 0.000629165127938382 0.01279012798196638 -0.00029715722565505144 0.036902404846518383 -0.036212300357804081 0.0047590594391666635 -0.027389326743170669 0.030364058946057246 -0.0067469712778449563 0.022420279014675276 0.030428640914807494 0.084780042684219847 0.012156385342466498 -0.026981749266105654 -0.039898347478532228 0.031539116001249687 -0.0081803109608655552 -0.013566317396637498 -0.027890618068475204 -0.0081597073485562936 0.016156280572876786 -0.019613450937330062 -0.030680891079619455 0.011979024031129749 -0.026949975547408855
leaf_weight=455.18397240154445 787.42935087904334 3304.8694251580164 4576.8660108707845 3630.8155692443252 1404.0968879312277 1058.3260112097487 6705.9647015072405 2393.168645568192 88.649512370117009 699.58946687914431 5230.386131378822 1584.1545858252794 1261.6208794973791 2295.6756838131696 1765.3607537811622 663.54244055505842 110.8209868548438 677.34124205633998 449.36869051586837 152.58980803657323 315.6660544089973 1644.5589163294062 3799.4636954888701 729.34867189545184 2394.8091003615409 474.45001069828868 2161.9171986971051 3527.7885147184134 5350.184293685481 3114.9065376063809
leaf_count=7162 3678 19430 19859 17199 6232 7972 30657 19299 1102 15396 35475 30949 3635 14661 8878 4147 1235 4719 6606 1455 1030 21489 35024 15397 12011 3132 17516 56616 22400 117606
internal_value=-1.90772e-05 -0.00534407 0.00651687 -0.00329046 0.00377595 -0.000304865 0.00694013 -0.00561953 -0.00766872 -0.00989456 -0.00324278 -0.00930616 0.0117205 -0.0146351 0.00863934 0.00637271 -0.0125254 -0.00739278 0.0022478 0.0116179 -0.00211885 -0.0165462 -0.00967447 -0.0110065 -0.0184146 -0.0223422 -0.0131762 -0.0290242 0.0154871 -0.0231994
internal_weight=62808.9 34610.7 28198.2 31040.6 23621.3 15605.4 8646.23 25970.4 22339.6 19282.9 8023.9 6959.21 8015.9 11259 5070.23 3056.71 6171.78 4587.63 5679.75 6858.55 2611.34 2344.15 4476.8 1787.67 8647.61 6252.81 2636.37 3616.44 6611.81 3570.09
internal_count=561967 378755 183212 253987 163353 131086 55481 225679 208480 185034 78966 75605 32267 106068 28308 23446 71927 40978 42081 32112 15691 36885 39743 23369 90377 78366 20648 57718 26035 124768
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=0
split_feature=7 28 29 1 0 40 43 1 34 39 42 36 42 33 35 38 1 42 43 26 22 35 22 25 31 23 17 12 26 22
split_gain=816.582 678.38 646.676 389.128 341.508 299.581 286.624 279.292 268.907 250.824 262.99 235.859 233.215 217.193 213.914 183.496 181.124 181.046 191.225 174.889 174.589 171.062 169.301 164.465 150.159 149.532 135.188 129.655 164.835 132.989
threshold=2.3850000000000002 0.44990214194954131 8.899671850127655 3.5000000000000004 8.1500000000000004 0.27420851558888948 1.9348134631785638 2.5000000000000004 0.24585642501989904 739.0350874012646 18.469763055522812 403.00410534731083 12.67877555765941 319.81695903411384 4.4036752423509133 11.158757221403155 1.5000000000000002 16.264959358808884 1.4465053651494333 7.4484572387754211 24.775306964922777 8.8070318809374459 14.603898868120559 4.9467482874432749 -0.54879856812894734 12.005133855918311 16.310857543659896 170.36412127753132 16.378779625725933 158.54568979741009
decision_type=2 2 2 2 2 2 2 2 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 19 14 4 6 9 7 16 -7 10 11 24 15 -11 -3 21 -4 18 -16 -2 -8 -6 -10 25 -1 -18 -26 28 -22 -29
right_child=1 2 3 -5 12 8 20 -9 22 13 -12 -13 -14 -15 17 -17 23 -19 -20 -21 27 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.042531627105365614 -0.023693477425360081 0.0053408204255720711 0.019988311386794223 0.038633618769894421 -0.018775949181045262 0.018215167350930088 0.0013551728844078945 -0.027535934029364936 0.011109532148052777 0.023401847381797954 -0.00086214513142031813 -0.011538964140833392 0.020005932139939047 -0.0088012990997108614 0.019883848973473034 0.017537049735032388 0.0080158810483884953 0.025160044340186399 0.0033159985275735427 0.00017883718354692979 -0.020230342529415336 0.021699189420008213 -0.013651329567137362 0.01045515118332086 0.0057667138815742118 -0.013955412593714203 -0.033268250601301279 0.012417055009317925 0.0042106036529624405 -0.018873147798702718
leaf_weight=70.562359737232327 2689.4901158260182 6395.5696853799745 1650.0662452932447 635.5625009778887 1319.8002260299399 1538.3756460137665 2539.2204964514822 706.98001378774643 949.64424853026867 705.13437328673899 1834.8537341142073 3073.3325529862195 2818.9340519458055 2033.6439428031445 3624.9908743686974 878.01893605850637 1207.4171072999015 4102.5617280369624 3352.1323838606477 1073.4143835809082 5244.4239644417539 325.40864511579275 2528.3157667089254 2720.276725128293 235.28737571183592 2159.3060719361529 3870.5788554130122 843.18194676656276 794.33264123462141 568.55012724548578
leaf_count=904 52117 31126 5822 1812 9616 7346 12930 15584 4425 7054 10082 51645 11683 35913 17509 4510 9786 15392 22955 6918 59466 1803 19082 17925 2123 25327 83319 7262 3381 7150
internal_value=-1.91498e-05 0.00345234 0.00527922 2.28071e-05 -0.00100931 -0.00942976 -0.00423523 0.00254618 0.000808758 -0.0137737 -0.0177723 -0.0220521 0.0101221 -0.000510177 0.012622 -0.000920066 0.00529496 0.0168249 0.0119239 -0.0168836 -0.00996739 -0.0107703 -0.00689047 0.00131188 -0.0297885 -0.00607579 -0.0310313 -0.0138263 -0.0170154 -0.000184521
internal_weight=62489.4 45649.6 41886.7 24411.5 23775.9 16839.7 18433.8 8444.05 5016.34 11823.4 9084.61 7249.76 5342.16 2738.78 17475.3 2523.23 7737.07 11079.7 6977.12 3762.9 9989.71 1645.21 3477.96 6087 4176.43 3366.72 4105.87 7450.49 6038.76 1411.73
internal_count=561967 340074 281039 194057 192245 221893 164633 74444 30853 191040 148073 137991 27612 42967 86982 15929 58860 55856 40464 59035 90189 11419 23507 53038 86346 35113 85442 77259 62847 14412
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=28 7 29 28 0 1 26 23 0 38 43 26 16 16 22 29 0 26 16 38 40 35 40 30 43 26 16 0 35 8
split_gain=777.517 748.649 499.814 375.551 281.574 276.244 254.298 292.472 247.125 213.509 214.076 210.558 383.607 192.626 190.374 186.796 164.401 158.272 178.77 157.462 151.06 150.521 189.659 148.614 142.376 139.523 255.083 138.379 132.497 128.893
threshold=0.32799633165044723 2.3850000000000002 11.798379459231183 0.60694463711862234 4.8500000000000005 3.5000000000000004 13.242479790889375 6.9854450366310088 8.7500000000000018 12.115002430966948 5.555069299875707 10.94434279063524 10.398595370490062 11.711639994041812 12.164182562587213 6.5838614006403295 8.0500000000000025 4.8539938872859443 5.8212223652991666 6.0476074750511968 0.1137149438317184 5.3047311240957313 0.17194993757688212 0.64367974090439761 5.3205922304031317 3.9797343814926212 3.273268903294746 3.9500000000000006 8.8070318809374459 1.5550000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 19 17 8 7 -2 11 10 25 14 -13 27 -4 -6 -12 -5 -19 -3 -11 -16 -23 -17 28 -9 -27 -8 -10 -25
right_child=1 2 5 4 15 -7 13 9 24 20 16 12 -14 -15 21 23 -18 18 -20 -21 -22 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.029323888427689682 0.0045802771578620774 -0.011371610336839443 0.01750844495556703 -0.0076124402371628881 0.023671896865253696 0.034923472767074866 0.038680257623274525 -0.029203610579608592 -0.0045272476077188777 -0.0077051759112116954 -0.0064704381119889262 0.023308499988930337 -0.011959679679390198 -0.0078708739986338167 -0.018394533504463895 -0.0013738413594795405 0.038871193745822825 0.020528597794094241 0.0022085112943212456 0.0059328536086310571 0.026901853599576694 -0.013695557389325467 0.0042160991221295713 0.040388419142447965 0.027942200547659748 0.01153195185182901 -0.0195117762924868 0.0044967459771056784 0.02290929745180767 0.013043591479285278
leaf_weight=2183.8701999885961 2578.0789964944124 2773.7906775744632 621.47399734146893 2060.3865304384381 5138.0296253431588 487.99291235394776 584.17726550251245 2681.8765936559066 1557.8099733227864 910.9847399070859 1350.9968418395147 1524.1584645789117 1560.3112907670438 1075.7625835984945 4098.0980174476281 1759.4983094045892 234.63839104678482 2024.5874238293618 3890.4860384874046 2499.0028070444241 482.25373245496303 3428.2481116373092 2597.7604273771867 465.17485420405865 796.09769450314343 762.919264013879 4988.5394264664501 600.27572857774794 613.26291570160538 5855.9781499169767
leaf_count=48867 18030 26192 2461 17791 19752 1452 1610 75297 9617 20405 9635 5056 8785 6484 39789 10169 785 8630 20068 22275 5285 57136 22201 4594 2866 6766 60028 2411 3178 24352
internal_value=-1.84251e-05 0.00104818 0.00445193 0.0087707 0.0117414 -0.00216092 -0.00811593 -0.01063 -0.00323829 -0.014066 -0.0166163 -0.0060474 0.00546772 0.00744541 -0.00935277 0.016218 0.000239105 0.00432195 0.00847904 -0.00317028 0.00427366 -0.0110017 -0.005974 0.0114785 0.00985503 -0.0197855 -0.0153939 0.0213562 0.00322275 0.0150559
internal_weight=62186.5 60002.7 43752.1 26466.9 21194.1 17285.2 16250.5 13990.3 16797.2 11412.2 10019 13830.1 3084.47 2260.22 10745.6 13218.7 1585.64 7975.46 5915.07 5272.79 1393.24 10124.1 6026.01 8080.65 2967.17 8433.34 5751.46 1184.45 2171.07 6321.15
internal_count=561967 513100 306364 153823 105356 152541 206736 196231 151089 178201 152511 135428 13841 10505 121587 58867 10420 46489 28698 48467 25690 119126 79337 39115 15661 142091 66794 4021 12795 28946
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=0
split_feature=47 22 12 47 1 26 35 39 33 8 35 28 22 6 40 34 38 37 26 38 16 7 17 12 8 36 7 22 15 22
split_gain=741.003 457.726 473.43 381.355 290.649 272.775 257.45 242.331 275.962 267.056 275.168 214.858 213.224 210.519 184.404 294.759 203.831 181.78 165.944 164.915 155.943 155.437 154.281 142.67 140.721 139 128.406 124.372 121.509 119.08
threshold=1.4234225997562711 80.475229310448015 135.1859422669763 33.226569622407844 1.5000000000000002 3.7999795192696255 4.0499154139872617 988.83872626905224 341.15936960543598 1.4650000000000001 8.1296409272495254 0.2877041628576617 17.205564770013968 1.0000000180025095e-35 0.21777225522560059 0.22320960302880888 9.5812936955204915 0.19532420727647051 12.212034763991637 12.293339524452586 2.3624634476834392 2.1350000000000002 16.310857543659896 208.54349313098709 3.3050000000000002 351.84383202584871 137.52500000000003 8.6944763845628081 1.0000000180025095e-35 201.31239660738532
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 22 27 9 -9 -3 19 -6 -8 -13 16 -16 17 -15 20 29 -14 -22 -1 -12 -24 -2 -10 -7 -5 -11
right_child=3 7 -4 28 11 6 12 8 26 10 23 13 18 14 15 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0049556446980227997 0.005242391478445475 -0.033065480652701436 0.018098236309568708 -0.34454749319966449 -0.033962587818676004 0.028531700868982643 0.023359156141492823 0.025048764630036566 -0.0068826425425588785 -0.01434727673726814 -0.0082510466163013864 0.015189241325927525 0.034061165485569971 -0.017230542032229387 0.017756912436580754 -0.0044472930660061499 0.0046118413771220031 0.0048148815946149337 0.022732207987148784 0.055969587412657763 -0.018323601407900035 0.0016626912580576831 -0.019968121308272052 0.026533550053037255 0.003798653722019759 0.019869225528488618 -0.055690182348197739 -0.0097644290120844964 0.019648518649448467 -0.032897784670496026
leaf_weight=1029.4615583373234 3287.5220170691609 2131.5485940333456 2885.9383765999228 2.2914047576487055 452.69751281198114 220.95288687758148 1424.7168925236911 735.16030730679631 2703.8239057557657 3399.7174296565354 587.91799418721348 2242.0866644959897 305.63227987661958 4016.4164145486429 2658.0751167582348 3414.7782852472737 2801.6460711639374 1218.8428608737886 857.64294138364494 74.41782177425921 1234.9945299141109 4582.455646706745 4103.4577499572188 591.21442815288901 734.25926692970097 3210.3904493879527 141.82609742879868 5237.5382950678468 4448.7323043849319 1160.3727956749499
leaf_count=6716 13923 87331 22523 36 9416 603 4745 5723 36231 34988 5473 11140 1543 47726 12423 19833 28209 9371 2787 409 13691 31801 69436 4614 2852 11312 1068 32105 19823 14116
internal_value=-1.74383e-05 -0.0049498 -0.00081701 0.00605048 0.00348891 -0.00358362 0.000240822 -0.0130594 -0.00226008 -0.0179266 -0.0123759 1.65314e-05 0.00573154 0.000957236 -0.00130428 0.00527144 -0.00627302 -0.0120981 0.00213387 -0.0178628 -0.00075128 -0.00258023 -0.0126206 0.00918987 -0.0163608 0.012469 -0.00931519 -0.00821425 0.019461 -0.0190677
internal_weight=61896.5 34143 22617.1 27753.5 23302.5 19731.1 13863.9 11526 3580.81 7945.19 5813.64 16804.5 8405.44 16351.8 14109.8 6072.85 8036.91 5235.26 6980.73 4634.51 6123.08 5817.45 5867.18 1179.13 4837.72 6497.91 2845.65 5458.49 4451.02 4560.09
internal_count=561967 378755 188802 183212 163353 166279 87275 189953 43022 146931 59600 138118 54567 128702 117562 32256 85306 57097 49822 49513 47035 45492 79004 10087 72288 25235 37299 32708 19859 49104
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=0
split_feature=4 3 36 18 36 40 37 28 34 35 38 37 35 26 12 8 22 35 31 1 22 33 39 39 20 17 40 37 21 31
split_gain=706.875 753.654 568.259 527.87 404.556 372.917 338.904 310.091 247.872 217.561 210.327 339.723 295.144 214.786 193.761 192.725 184.579 183.219 183.178 179.406 153.88 146.03 145.329 138.856 130.29 130.003 129.918 131.602 117.256 114.804
threshold=1.0000000180025095e-35 1.0000000180025095e-35 315.73532228361211 25.568291102373855 355.15747075206576 0.2670791677078721 0.22620232562456297 0.30408897115985206 0.28296265945504623 8.6510588344397501 9.3403678841309112 0.13232847092534436 5.5121426137643095 14.508401582363096 68.352507956229587 1.5950000000000004 20.448515428355467 5.8526069445493976 -0.15661318177191716 3.5000000000000004 45.714960337180706 417.14614905713756 1227.7564476374821 739.0350874012646 5.8954333803590737 27.275910189692034 0.18742230590875289 0.16430882759289095 4.3054351842352139 -0.23730471933523811
decision_type=2 2 2 2 2 2 2 2 2 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 26 14 6 21 -5 -7 -2 11 13 20 -9 16 -11 -1 -8 -6 22 -13 23 24 -3 -18 -10 27 -4 -14 -23
right_child=9 2 3 7 18 8 17 10 25 15 -12 12 28 -15 -16 -17 19 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0089353741072458921 -0.038784790322603624 -0.029182417724761919 0.0016774521611278691 -0.034088934182021649 -0.0074237031022638582 0.011796834541705787 -0.01120966059724302 -0.020971360531336761 0.005880906795887833 -0.028502589484787046 0.0073799331612588301 0.0034113774297061198 -0.017901401607911163 0.020168203090208479 0.020287545801938273 0.0074134869950343357 -0.015308784097943668 0.019609579423725345 0.020091825931435423 0.044993095831878813 -0.01163061719337727 0.053771797640914311 0.035484220628166765 0.011674365458798512 0.00087968387068337547 -0.01920909704189383 0.021384985543327038 0.030775031904358253 0.012693053012313755 -0.0099435339854196496
leaf_weight=3764.1855251323432 1359.8406819207594 4838.8034262917936 2307.4733379883692 742.54180004168302 658.38975942134857 2214.5234389416873 1625.436736671254 3435.2620666399598 750.24782882630825 773.13794424198568 5310.8188671683893 2691.9660128708929 339.47663427144289 349.55160228163004 1412.1118033342063 722.60122007876635 3024.2377114947885 685.67256392166018 7439.900482326746 170.89154264703393 4615.2444183146581 84.539419552311301 193.50752943195403 217.29792545549572 2110.1396508440375 1655.609650336206 3177.9053840283304 467.27975149918348 4042.6333928303793 431.81055222917348
leaf_count=14613 30141 100742 29260 16440 3398 12981 19110 42242 4512 36475 46177 12968 7441 1234 5804 5046 19677 6429 27018 406 38439 1837 622 3139 9364 14731 16530 2565 24676 7950
internal_value=-1.70328e-05 0.00116362 -0.00271656 0.00130424 0.00942774 -0.0115532 -0.0181636 -0.00233979 -0.00027406 -0.0243105 -0.00120555 -0.00415215 6.34274e-05 -0.0171719 0.00303482 -0.0111513 0.000404694 -0.00206604 0.0178548 -0.00543498 -0.00608917 -0.0248399 -0.00705246 -0.0274265 -0.00865561 -0.011385 0.0144827 0.0065776 0.0103229 0.000488261
internal_weight=61613 58757.5 39984.1 27480.2 18773.4 12503.9 7883.56 21527.5 4620.38 2855.58 20785 15474.1 11689.3 3784.81 10675.1 1495.74 9262.96 2311.11 8098.29 5498.78 7307.21 5572.45 5327.88 5056.1 5134.38 2405.86 5952.66 2774.75 4382.11 516.35
internal_count=561967 490305 409403 237972 80902 171431 139207 189617 32224 71662 173177 127000 83524 43476 50486 41521 44682 25539 30416 30069 51407 113668 29663 103881 29041 19243 48355 31825 32117 9787
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=0
split_feature=7 28 29 14 42 43 43 42 38 4 43 0 0 38 24 26 31 26 35 39 40 0 19 26 12 26 23 1 12 0
split_gain=676.894 473.492 465.312 402.14 344.361 334.347 295.1 228.955 277.719 228.598 212.654 218.699 206.69 190.549 189.878 182.408 147.816 144.411 143.352 158.589 156.313 141.271 132.682 125 119.567 115.751 115.653 114.483 118.479 107.204
threshold=3.8050000000000002 0.6006089324193461 7.5122484865753618 29.784524702542541 14.857917780619166 1.7028902309583418 0.95270586877488617 10.1823256994227 6.0476074750511968 1.0000000180025095e-35 5.6275190607438175 6.8500000000000005 7.1500000000000012 5.5639902021752095 9.867430785737815 5.7673598594612114 -0.61522904207182127 11.919958040928233 5.2393193650682344 1271.9144447733695 0.25652125130458531 5.5500000000000007 4.6367794632506341 5.0351866334815165 234.57190224441197 18.179593690876285 4.4885101554087115 2.5000000000000004 108.61356467664528 8.8500000000000032
decision_type=2 2 2 2 2 2 2 2 2 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 21 4 6 9 -2 23 17 14 16 -12 27 -1 26 -15 -7 24 19 -18 29 25 -16 -8 -9 -3 -4 28 -6 -20
right_child=3 2 5 -5 12 10 7 8 -10 -11 11 -13 -14 15 22 -17 18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.029560324662602194 0.017760142565581515 -0.00021253007142373292 0.019913985136037756 -0.012746929953263948 0.0040544571944836939 0.055311515227990819 -0.031690491435787345 -0.012249044009078378 0.013249627456106104 -0.020149423290129764 -0.0071974471290294165 0.022151286016365072 0.026309206785575953 -0.019161215116303303 0.065471034387040508 0.0063274935966571109 -0.022913341571502967 0.015812573076221526 -0.016308573731591714 0.021691631982401611 0.0088303183630387173 0.014505421681642533 0.011043559282025809 -0.0038957775243702165 0.019743020652286794 0.022059810629555379 -0.0050357137945698403 0.035041724384214115 0.024213749621455047 0.0097134542166726276
leaf_weight=2142.2553631002083 2850.5987788578495 5200.9840792119503 520.61727658286691 2380.0430518602952 3697.3380458010361 75.223942015320063 804.38930875994265 3352.0658949371427 3574.0431961705908 1091.6714381482452 2661.7114900574088 833.53920398280025 3383.5868093241006 1980.3467793148011 115.63937550503761 1087.3152314256877 4769.185173869133 667.98854842968285 3577.2457067137584 207.96180139668286 981.02223867364228 3966.7382859252393 3532.4115936411545 813.69444900006056 319.92999572027475 657.05361955799162 4307.549843869172 428.72800570074469 907.78173558786511 445.03140216320753
leaf_count=36964 16096 34866 3017 16744 16532 674 11023 32347 21482 30127 18330 3313 13546 55792 793 7951 52495 2612 67369 1161 6011 18134 26675 4683 2528 2317 50459 1282 3373 3271
internal_value=-1.69666e-05 -0.00411119 -0.00189611 0.00672194 0.00894965 -0.0057699 0.00364538 -0.000575667 0.00292824 0.00138597 -0.0108224 -0.00019843 0.0167527 -0.0181177 0.00415957 -0.0101269 -0.0145152 -0.00557159 -0.0150415 -0.0210496 -0.00906487 0.00721933 0.0127689 -0.0177132 -0.00946167 0.0022856 -0.00234541 0.0103291 0.00802835 -0.0134295
internal_weight=61333.7 38153.5 32943.6 23180.2 20800.1 23118.8 12382.7 9532.11 7914.03 9567.89 13550.9 3495.25 8417.43 5209.92 8476.22 3067.66 10055.7 4339.98 9980.45 4977.15 5003.3 9824.78 3648.05 1618.08 3672 5858.04 4828.17 5033.85 4605.12 4022.28
internal_count=561967 419719 319012 142248 125504 263695 90771 74675 58969 111071 152624 21643 34733 100707 80944 63743 130981 37487 130307 53656 76651 55317 27468 15706 34875 37183 53476 21187 19905 70640
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=0
split_feature=31 0 26 16 21 35 22 22 4 12 26 16 26 16 0 12 17 43 22 43 26 16 0 31 35 29 35 22 26 16
split_gain=635.814 490.185 586.919 480.066 381.134 287.323 368.138 268.305 264.244 218.233 207.927 380.681 204.696 288.706 250.289 211.614 227.689 221.938 186.885 170.518 168.468 197.916 159.211 143.681 140.012 134.454 124.933 124.906 124.701 318.816
threshold=0.1622524377098272 4.4500000000000011 9.4978804801479573 6.4617550899695955 11.26521210657579 7.5261400841223667 44.678577631049741 14.053096234294427 1.0000000180025095e-35 0.36045323139884949 4.8908489405738793 3.273268903294746 12.212034763991637 11.413662231785745 7.3500000000000005 225.18846662350455 38.87315078691838 1.6227310472393321 158.54568979741009 1.2774641956049673 14.508401582363096 14.283821939572933 17.950000000000003 -0.61522904207182127 4.1193718979625586 17.360204128959399 6.6993478756740688 114.47097308551288 4.7847300021385886 4.5650310240789214
decision_type=2 2 2 2 2 2 2 2 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 7 -4 5 6 -3 -2 12 -6 26 -12 15 14 -14 16 -1 28 -17 -8 -5 -22 24 -19 -11 -7 -9 -21 -18 -30
right_child=1 4 3 20 9 25 19 10 -10 22 11 -13 13 -15 -16 18 17 23 -20 27 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00016269715455665041 0.010999511994694748 0.0057816888311360863 0.032171556790614529 -0.017269741405848731 -0.33704411047838301 0.018001924994608415 0.0027628215957052429 -0.028955578536220491 -0.030115060438462245 0.0079091681409960285 0.024211124001281954 -0.0129143007716235 0.03014950775895894 -0.0056504704512364591 -0.060986286062366037 0.021397011323833124 -0.014977241845966547 0.046185082320296895 -0.015641367002219339 -0.01184300664554447 0.025251170530240449 -0.008922495451348534 -0.020039837373502824 -0.021300969522702426 0.020114202535582281 -0.0031413418212456697 -0.011804974535672754 -0.032654741027878138 0.044481658780636424 -0.0062501974382016909
leaf_weight=3577.7453932669014 1275.126708317548 6970.7236782824621 1700.5124730914831 1058.2902788221836 4.4063271339982739 3483.4055147934705 1336.7090617232025 2417.8007291806862 1208.0063553405926 3561.4894407261163 843.49187336675823 3806.6593119343743 1161.8398380018771 2309.6477751322091 80.55999805405736 1019.8710443275049 1608.3096208786592 79.921105211600661 511.32328805420548 2303.2542168535292 846.96703474968672 847.74917084723711 316.37501456029713 5996.3670289684087 6906.5446468964219 958.89847055077553 1893.3503177175298 1049.442681199871 386.62496713083237 1556.1477568931878
leaf_count=33613 5464 33456 4742 6035 66 21169 8934 33457 45093 14727 4113 27772 3899 13575 544 12364 40681 752 11006 20270 2736 4109 2001 109482 28188 10769 32957 12740 2779 14474
internal_value=-1.59078e-05 0.00347728 -0.0038678 0.0112842 0.0074897 0.00261729 -0.00150522 -0.0104599 -0.00746607 0.0147618 -0.0135135 -0.00618011 -0.00597003 0.00480434 0.0242401 -0.00856709 -0.0106074 -0.0146098 0.00902851 -0.0123371 -0.0016177 0.00815645 0.0149056 -0.0204133 0.0159617 0.013438 -0.0214235 -0.0183574 -0.00467929 0.00384579
internal_weight=61077.6 41581.2 14689.9 4453.52 26891.2 16102.4 11660.1 10236.4 19496.4 10788.8 8961.3 4650.15 18288.4 3552.05 1242.4 14736.3 13205.1 9627.37 1531.19 4689.41 2753.01 1694.72 10784.4 6076.29 10468 4442.3 4311.15 3352.7 3551.08 1942.77
internal_count=561967 273705 121385 17622 152320 107338 75400 103763 288262 44982 98299 31885 243169 18018 4443 225151 201781 168168 23370 41944 12880 6845 44916 110234 42915 31938 66414 33010 57934 17253
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=0
split_feature=28 30 4 43 43 7 35 26 23 35 16 35 39 25 12 22 0 26 40 0 0 34 0 43 42 38 42 22 29 0
split_gain=620.342 609.572 525.879 353.599 432.698 309.593 302.722 213.542 263.884 251.459 221.856 180.538 178.897 178.508 158.68 154.539 154.051 159.974 151.507 142.694 139.152 137.161 133.141 130.634 195.415 137.292 130.236 130.01 121.801 121.735
threshold=0.32799633165044723 1.8955198683283039 1.0000000180025095e-35 1.4630313339910865 5.6275190607438175 4.245000000000001 4.0499154139872617 3.9540549417699018 8.2207748857906413 4.3595082437225834 5.6354906275696157 8.3805532022678602 1227.7564476374821 3.2916044138784315 225.18846662350455 11.458133038809287 3.9500000000000006 9.4978804801479573 0.24898003552501943 8.4500000000000011 9.4500000000000011 1.0000000180025095e-35 4.0500000000000007 0.95270586877488617 16.443656302018482 5.3726885207907111 11.669440312321209 24.775306964922777 7.6529923969894549 5.5500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 14 20 10 -9 12 11 -5 -10 22 15 -3 17 27 -11 28 -6 -18 -2 -17 25 -25 -27 -7 -8 -26
right_child=1 5 -4 4 6 16 19 8 9 18 -12 -13 -14 -15 -16 23 21 -19 -20 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.026893167072414494 -0.013500124354431528 0.022477268297493472 -0.027876960529070995 -0.026785570112219076 -0.0098445643924024492 0.013330339502449893 0.021220119225097617 0.014588364512683069 -0.020943282956914389 -0.007202952730186488 0.016182611291492503 -0.0024562941783255535 0.021311750132822826 0.010988857313841022 0.023572633080791605 0.014076057743079518 -0.28399759772555616 0.020205896815508842 0.0089360114454742207 0.033991657009443989 0.023356856844430073 0.016943971787397479 0.0046180028608953884 -0.02187647990963917 -0.0038247935576646631 -0.014998564687534114 0.0054556099646984636 -0.019604658506110165 0.0018738615579186959 0.016805116048985349
leaf_weight=2073.471504509449 1589.912876944989 699.1918459199369 1987.8380672158673 3421.5975390579551 2826.5398747501895 449.59558954648674 1399.2428831439465 1428.4577148342505 3794.923214786686 5047.6139424908906 432.04688862711191 981.17772026825696 268.19006425142288 6801.5380570599809 761.66090497560799 1111.395143320784 3.7879051752388468 748.61823715642095 2042.6675843968987 758.59287549834698 355.24777819216251 8473.6045282734558 2799.0798786384985 1693.8790884418413 1489.9952369872481 1473.7589327236637 1648.9824934471399 898.39208032004535 1943.7308770809323 1374.9786202991381
leaf_count=48867 21651 2590 54846 65189 15718 1866 5885 6961 32410 52554 4069 19205 1214 46693 7355 7741 48 2686 11206 2699 1253 40032 25482 17779 7694 17821 12153 9099 13653 5548
internal_value=-1.50116e-05 0.00093431 -0.00284373 -0.00145724 -0.00479774 0.00780521 0.00543591 -0.00907728 -0.00564528 -0.00823668 -0.0180085 -0.0213637 -0.0181542 0.00591601 0.0016148 -0.000147115 0.0138082 0.00167275 -0.00255341 0.0144141 -0.00613761 0.0168095 -0.00194529 -0.00194614 -0.00426427 -0.0104148 -0.00419761 -0.00861982 0.00997148 0.00607606
internal_weight=60779.7 58706.2 37878.4 35890.6 24700 20827.8 7283.35 17416.7 12581.9 11153.4 4834.82 4402.78 4063.11 11190.5 10253.8 9492.18 10574 2096.61 7090.28 4101.57 3181.79 8477.39 4388.99 8792.99 7681.59 4816.62 3122.74 1347.99 3342.97 2864.97
internal_count=561967 513100 380688 325842 232016 132412 39208 192808 104345 97384 88463 84394 33624 93826 78681 71326 53731 13651 63760 22237 16971 40080 47133 68736 60995 47753 29974 10965 19538 13242
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=0
split_feature=47 22 12 26 22 23 38 8 42 26 0 0 23 38 39 26 39 7 49 7 19 35 24 35 42 0 16 26 21 16
split_gain=598.064 573.247 608.285 448.152 381.366 313.806 306.899 265.533 228.239 334.058 243.265 226.773 293.162 217.562 204.094 169.611 164.314 149.696 149.149 161.572 147.033 142.753 141.965 141.061 138.683 133.832 133.117 129.009 125.691 124.941
threshold=26.035673904510691 91.200401413080328 149.02430445170069 3.628859369536066 16.207652683225529 12.688800532540485 6.0755053728515325 1.1950000000000001 17.143455079974093 10.94434279063524 5.0500000000000007 6.3500000000000005 4.4885101554087115 5.5639902021752095 1227.7564476374821 4.5583039971959325 257.2264863397159 4.8250000000000011 0.24003303894442055 14.525 97.278230307529455 6.9975801955647645 13.741269105711044 4.0499154139872617 15.610378248063073 3.7500000000000004 5.9169492471284926 17.188171244277232 1.9048043063378604 4.8861986535095134
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 8 15 9 17 23 12 -1 14 21 -7 -3 -6 27 -20 -16 -9 28 -10 -13 29 -14 -15 -8 -17
right_child=-2 5 -4 4 6 7 22 13 10 -11 -12 24 26 18 20 25 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0052431586254598882 0.016968969428021057 -0.023027490221390629 0.018953697812950865 0.01727549581181826 -0.019206776057657662 -0.044483243780981202 0.10975929024087601 -0.025576954283312921 -0.014637178553013001 0.010978375111145508 0.012952904438664795 -0.0059197886457812918 -0.0232686463917176 -0.020125641031293516 0.016197872549017334 0.03470565093801152 0.021982991556981541 -0.0011533211837364173 0.0019702793807561056 -0.037469360206147571 -0.025303089364436645 0.0030390210530535661 0.020830044436846818 0.0045447826256117194 0.016998346408260642 -0.02996437524238578 0.010346396586770796 0.017719114699563707 0.0040410800030323398 -0.018809200132813512
leaf_weight=1351.2710742680356 4774.8102239388973 248.24535701889545 4571.6196866454557 3942.4662493914366 4679.8862326191738 902.07611913606524 28.283160019665956 3518.9588742535561 2044.0338466502726 1579.6675496026874 3238.6358648575842 2106.2337796883658 4540.2338407617062 1799.3257717350498 684.79032937902957 204.572768824175 1106.6645739516243 1521.5516545139253 5776.5081312116235 271.90364124812186 310.05194204021245 497.42527139093727 1900.1356949061155 1804.5938486838713 961.38696344196796 616.78112398367375 314.94431527238339 257.40383531339467 4740.3725349642336 233.62456924188882
leaf_count=8664 22171 4994 32957 13769 50050 62460 170 42412 11409 6601 13155 20191 79238 23809 3758 2986 14142 8758 56819 1882 2006 5136 9274 9162 4131 13267 2513 918 30107 5058
internal_value=-1.43501e-05 -0.00146882 0.00180809 -0.000447302 0.00297817 -0.00931293 0.000360987 -0.0113848 -0.0036363 -0.00954854 0.00285475 -0.00985847 -0.0153553 -0.00882135 -0.0170109 -0.028565 0.0137362 -0.0147773 -0.0037579 0.000197288 0.00326371 -0.0220329 0.00927312 -0.00564289 0.00126271 -0.0149538 -0.0210881 -0.0153893 0.0046681 0.00617425
internal_weight=60528.5 55753.6 39325.3 34753.7 25479.6 16428.3 21537.2 15073.4 14868.4 7781.11 7087.26 9274.07 6206.45 13116.4 5011.23 1957.05 1354.91 6201.44 8105.14 6048.41 994.842 4016.38 6668.79 3848.63 3067.62 1054.98 4855.18 2056.73 4768.66 438.197
internal_count=561967 539796 300149 267192 152455 239647 138686 220511 99135 65409 33726 114737 90415 136740 53312 83771 19136 58808 83428 58701 5764 47548 39551 20571 24322 21311 81751 24727 30277 8044
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=0
split_feature=1 28 1 7 18 43 0 36 0 26 16 42 38 40 29 33 16 12 22 35 26 31 26 0 18 26 36 14 24 21
split_gain=578.966 485.999 454.99 379.352 300.929 296.174 258.284 224.486 220.377 328.88 256.265 232.619 205.317 246.58 193.363 188.697 185.419 162.718 152.37 199.385 201.468 151.87 150.014 143.141 142.708 209.717 140.291 135.655 120.243 118.072
threshold=1.5000000000000002 0.37437407281276752 3.5000000000000004 2.3850000000000002 20.847986420194598 1.8758396869146059 8.1500000000000004 280.70522261541976 7.7500000000000009 4.7847300021385886 4.6901522139359537 13.272959776796096 8.5325292466974076 0.21196919746119769 7.2426956621677521 463.6723334194989 5.9699311385789313 59.831923890038013 154.18713329261246 4.0252690699528273 15.093316252552965 -0.54879856812894734 7.7792861567502918 3.9500000000000006 12.034187968504822 6.3779141787169724 1400.6803089302382 9.4961540923120502 10.788263530552587 5.6044237259235583
decision_type=2 2 2 2 2 2 2 2 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 12 7 -1 14 -5 9 16 22 15 24 21 -7 26 23 27 19 -12 -21 -14 -11 -6 -3 -26 -10 -16 -23 -8
right_child=1 2 -4 4 8 6 29 -9 11 10 18 -13 13 -15 17 -17 -18 -19 -20 20 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.017829173016191462 -0.024803339959706475 0.0013393711936213191 0.035543809294737216 0.00040751354640681468 -0.034098173029144953 0.0096803637395048887 -0.0061181620816386428 0.019575488614136605 -0.01997014668258916 0.0025952138065740704 -0.012977898900717639 0.014823098074367373 0.12363064868697363 0.031365305651787037 -0.0042111655758375324 0.011897909560542498 0.012710031629445782 0.0087926682494439048 -0.015522935154952417 0.00098191236256746253 0.032329996847389186 -0.015864597219484973 0.025695426460939488 -0.013967058131616495 -0.028462143137065288 -0.0097457548189505382 0.0095277557054640766 -0.022463014513002318 0.007351218461218105 0.024012943057418842
leaf_weight=5059.5114803500473 2445.3280688645318 1052.4880226477981 797.54029723256826 3008.2360101388767 1228.0139176230878 3492.5667796116322 393.48826541937888 3103.1883032992482 1633.8934910204262 1730.9954596199095 2232.9601263534278 3286.6412225384265 22.193366529420018 517.71944879367948 3708.8318045474589 1218.279096994549 493.4738535862416 1660.9391004480422 2518.4963354459032 3466.5934989666566 601.46229731105268 1596.7313092136756 1183.2259617447853 3143.0648378068581 2846.4319776734337 3156.2777620926499 535.0807873159647 1403.1882388424128 857.13767825812101 1871.5316643472761
leaf_count=19699 59918 9864 2470 28938 29714 14212 1986 19978 12647 13105 14333 14918 381 3201 20280 7170 4739 7548 22375 23881 1926 43525 3935 47557 74543 28773 2714 7677 12953 7007
internal_value=-1.45698e-05 -0.00316092 -0.00184542 -0.00260163 0.000266325 0.00761882 0.00349615 0.0101404 -0.00232667 -0.00541194 -0.00088025 0.00534653 -0.0109876 -1.6128e-05 0.000124208 -0.00384855 -0.0163428 -0.00480355 -0.00512777 -0.000972854 0.00561673 -0.00657767 0.0119743 -0.0196227 -0.0156432 -0.0186209 -0.0126931 -0.00922108 -0.0077553 0.0187784
internal_weight=60265.5 42675.5 40230.1 39432.6 29383.6 17590.1 12530.5 6111.42 23272.2 16598.3 11733.7 6673.89 10049 2993.78 10265.5 3387.25 4864.55 6772.96 8819.51 6301.02 4068.06 2476.06 2914.22 4371.08 7055.2 6002.71 2168.97 5112.02 2453.87 2265.02
internal_count=561967 483558 423640 421170 247930 78409 58710 48916 199014 161565 79555 37449 173240 60060 49717 22531 82010 35505 62515 40140 25807 56859 17040 77271 113180 103316 15361 27957 56478 8993
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=0
split_feature=47 22 12 1 7 31 40 35 8 41 43 39 33 0 8 35 42 26 31 26 0 18 16 21 13 26 38 38 0 36
split_gain=545.194 324.979 357.376 283.362 237.929 222.446 206.442 320.014 234.799 228.23 190.377 188.28 229.114 194.894 194.515 186.502 185.224 182.74 155.769 150.878 130.791 124.805 122.932 122.818 119.963 119.547 131.234 118.334 117.199 116.419
threshold=1.3873052523496567 91.200401413080328 135.1859422669763 1.5000000000000002 4.1050000000000013 -0.54879856812894734 0.27167639339730548 3.4333334911413012 4.0750000000000011 4.5244977322587507 1.2503746500194104 1075.954404603315 729.75286656020091 4.0500000000000007 1.5150000000000003 9.7420515935669361 15.825684740580884 3.6760732594546237 -0.15661318177191716 1.2779367475712256 5.5500000000000007 25.568291102373855 5.462148349162729 2.3247922551619662 5.6480318532547065 7.9579556697814722 7.4394575437127086 12.293339524452586 3.8500000000000001 351.84383202584871
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 10 19 8 -8 9 -1 -5 14 13 -13 24 27 25 22 -2 -3 -18 -6 -11 -19 -7 26 -12 -16 -27 -20
right_child=3 5 -4 4 21 11 7 -9 -10 17 16 12 -14 -15 15 -17 20 23 29 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.022102931083873869 -0.012413516137249281 0.41815538070151259 0.014662418387123741 0.0060520463343826762 0.019953144745264047 0.077932705287249618 -0.010727356217177584 0.010469731161753178 0.012211436111855906 -0.017205825769251577 -0.024944967947131913 0.035735669745344555 -0.013035445119053583 -0.0057609534064824008 -0.017343092572261919 0.013073873819772812 -0.0074209815947120471 0.074189965393165247 0.008427557860233725 0.050064707423864013 0.013757691668350251 0.0052144333466325292 0.021865682953508624 -3.6671319486083559e-05 -0.032553604620587852 0.021983615702070816 -0.0050004649322672734 0.042341359807596853 -0.0096653520352567596 0.021218510282976579
leaf_weight=2915.11886130739 546.72906245663762 2.8611490167677394 3096.9354011053219 4412.3802399002016 1940.7878131745383 24.894407008774579 2795.1137042539194 4905.4927816865966 1315.4431101866066 3067.296063022688 2260.8617852181196 573.5022409632802 1943.1705520804971 558.50366773363203 3946.6705851722509 634.60835914500058 1468.1153229651973 56.443554119206965 3322.3416565898806 103.14069295674562 1447.9772782009095 5525.9635991621763 215.46056493371725 4402.3343804627657 1873.4916306436062 411.21617416292429 1298.4874381795526 84.832471529021859 1013.3240796010941 3829.2733781877905
leaf_count=28920 3230 35 26517 38530 9724 837 16405 26643 4619 57842 36944 5443 25575 6204 42615 4823 9376 596 13362 1269 6329 30506 1994 38498 82930 2100 19118 504 5792 14687
internal_value=-1.3922e-05 -0.0043956 -0.00112535 0.00517111 0.00200339 -0.0120362 -0.0036107 0.00277576 -0.00771855 -0.0101787 -0.00226718 -0.0128283 -0.00261875 0.0152623 -0.017611 -0.0121212 -0.00691373 -0.00568854 0.0133099 0.06 0.00309523 0.00904538 -0.0146414 0.000902962 -0.0311047 -0.01277 -0.017669 -0.0160872 -0.000529375 0.0152764
internal_weight=59992.8 32515.3 22769.6 27477.5 19779.1 9745.68 19672.7 7700.61 11972.1 10656.7 12312.4 9639.67 3075.18 1132.01 6564.5 4666.11 7899.98 7741.53 7698.34 106.002 2916.09 7466.75 3282.76 4458.78 1898.39 4983.89 3559.35 4031.5 1424.54 7151.62
internal_count=561967 372269 202034 189698 158419 170235 175517 43048 132469 127850 118189 168931 37222 11647 131709 47942 79659 98930 31279 1304 15705 40230 59836 39094 83767 63954 56062 43119 7892 28049
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=0
split_feature=4 3 43 28 43 0 12 26 36 23 38 35 22 35 35 8 31 18 24 39 43 37 26 21 35 49 26 7 38 37
split_gain=521.685 563.091 434.279 373.557 345.735 377.81 295 310.766 292.054 260.819 234.802 218.365 209.629 202.237 167.071 153.602 153.166 143.594 148.211 135.723 133.31 129.194 119.243 131.076 122.082 118.294 110.795 106.502 101.232 100.326
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.2500254323499493 0.30408897115985206 5.4777350859454002 8.4500000000000011 124.74675381462389 3.628859369536066 355.15747075206576 8.0913153690077344 5.5899277374404317 3.9763716651561523 117.35893617609025 8.6510588344397501 4.4036752423509133 1.5950000000000004 -0.15661318177191716 39.149729734564545 10.788263530552587 1015.6747655160789 8.608336498087203 0.21076683002131855 2.6971894711491031 2.3247922551619662 2.9201966563340425 0.21892662861935838 6.6734112334874647 617.28000000000009 16.412332855725165 0.14794789980745046
decision_type=2 2 2 2 2 2 2 2 2 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 17 -4 6 11 7 -5 14 -9 19 -6 -8 -2 20 26 -10 22 28 -11 -1 -16 -3 24 -24 -12 -15 -20 -19 -27
right_child=13 2 3 4 5 -7 12 9 16 10 25 -13 -14 15 21 -17 -18 18 27 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0074034554984472424 -0.036080073827758956 -0.0017344467787044676 -0.035069705692152835 -0.023625889550423843 -0.014940587284360936 0.028148133912814167 0.010829599300926069 0.012472640966052377 -0.0076011906795537196 -0.018766573641621993 -0.020317896174783037 0.007314113037287945 -0.0097499547967815608 -0.035739597147457211 1.3294852927437268e-05 0.0079534964700887258 0.017722868412793275 -0.016439787742706328 0.0082953196462657291 0.014205153507109665 0.014273630529049348 0.01561616765784146 0.54881023958022279 0.0137219298085872 0.063623116021215551 -0.0053535335235023081 0.012604325711224398 -0.048754571316694084 0.011010130198248418 0.01090875449557749
leaf_weight=4199.3578056450933 1268.9692658204585 1377.7797570573166 1045.2065345533192 3779.7600665437058 1768.983354778029 1447.1569539196789 3108.5888050515205 1481.6870451299474 651.82621196657419 5284.5879574557766 707.34909367281944 2924.4958453783765 2055.7566935494542 543.1056434540078 2329.1873101163656 703.65440556406975 7109.7598449690267 1606.2496348945424 2972.9964491035789 331.70166506431997 853.38245771080256 3082.4616145286709 1.3125036992132653 4531.0987421274185 106.375648339279 2115.9792671715841 151.59713998064399 84.121164452284575 424.67472182121128 1718.7635329440236
leaf_count=20942 30141 22809 28194 78580 12774 5764 28673 7951 3398 55883 6535 23019 29761 34637 13897 5046 27018 16297 20461 2078 2894 12753 9 31893 1632 19134 1838 579 3239 14138
internal_value=-1.41359e-05 0.000995484 -0.0024043 -0.00574613 -0.00459929 0.00581295 -0.00770545 -0.0111695 0.00824697 -0.00712465 -0.00998308 -0.00107374 0.00263755 -0.0216275 0.00279599 -0.00851219 0.0155961 0.00595284 -0.000229954 -0.0168192 -0.0037423 0.00890065 0.0111815 0.0150177 0.0695366 -0.00153019 -0.02519 0.00672551 -0.0106999 0.00193536
internal_weight=59767.9 57100.6 38874.6 27770 26724.8 6140.64 20584.2 15419.8 18226 11640.1 10158.4 4693.48 5164.35 2667.33 10464.4 1398.36 7761.59 11104.6 5088.04 5616.29 5052.74 5411.65 6016.57 4638.79 107.688 4542.09 694.703 3057.12 2030.92 3834.74
internal_count=561967 490305 409403 312484 284290 41557 242733 184299 80902 105719 97768 35793 58434 71662 50486 41521 30416 96919 40576 57961 23836 26650 56343 33534 1641 39807 36475 21040 19536 33272
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=0
split_feature=30 4 43 43 7 35 26 25 0 26 35 37 21 0 40 34 28 18 22 21 12 12 37 38 0 22 0 0 42 7
split_gain=501.949 431.429 310.368 394.532 267.69 245.022 195.521 207.628 174.588 213.672 173.814 186.807 170.158 279.844 167.648 185.008 157.474 154.505 151.076 147.001 141.614 139.124 136.883 181.528 121.51 119.947 117.022 113.334 109.899 109.124
threshold=1.8955198683283039 1.0000000180025095e-35 1.7028902309583418 5.6275190607438175 3.8450000000000002 4.0499154139872617 8.1504891883605541 11.369693012155601 4.2500000000000009 9.4978804801479573 5.7766564314557938 0.21205424696411287 6.5736218957622334 4.9500000000000011 0.17104928904951683 0.14701500188596339 0.73637642611609411 25.568291102373855 26.010031343636882 6.1348888432380937 225.18846662350455 0.36045323139884949 0.16200623690979563 9.3403678841309112 8.4500000000000011 22.610723308133341 17.650000000000002 9.4500000000000011 18.619015667242113 10.195000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 6 16 27 7 10 9 18 28 -12 13 -8 22 -16 -2 -10 -6 -19 -18 -21 23 -1 -7 -14 -23 -5 -4 -25
right_child=4 -3 3 5 8 24 12 -9 17 -11 11 -13 25 -15 15 -17 20 19 -20 21 -22 26 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.018246529762197313 -0.013090925551975899 -0.026088465117488621 -0.021861818580744558 -0.0097613369003852202 0.010273666607343142 0.0079292196234790682 0.032793226349947115 -0.043268983843966095 0.024370233998493425 0.018702905369369856 -0.010762666927924805 0.013727887511590271 0.015885480773481512 -0.026441826992075729 0.024654817635703943 0.0049267844916920092 0.00096016962856504916 -0.0066382663831465079 -0.01801396755260878 -0.22642413756711741 0.028705931943209008 0.015150391846435213 0.017437749156656634 0.0032543567939755818 0.030416800287449638 -0.0098212508686033734 -0.023302668969911407 0.020577491251254708 -0.0043184357941135681 -0.041546122473596132
leaf_weight=1780.2415538970381 1959.1598786301911 1989.5567204458639 4412.921689895913 2869.3967414777726 710.74415142275393 3397.6612006314099 716.27779091149569 579.33667717408389 2698.5448127584532 1094.2059751823545 3243.2175776110962 1024.6379115246236 516.67144145444036 276.30103770457208 1480.4230473767966 6024.7029451401904 6087.9010499361902 1086.3560179769993 1405.1594036826864 6.0372032243758431 497.46829022746533 5355.0680195558816 759.36979312077165 3307.2200297387317 729.72700641583651 3727.3570896293968 205.4458210542798 344.81668557971716 1119.0873213373125 141.74913707189262
leaf_count=30212 26130 60622 68171 16862 3230 21666 3052 13375 12788 4129 59172 8911 1701 1846 8587 41435 43422 10782 16200 66 4506 23207 6306 37508 2834 24853 1294 1310 6812 978
internal_value=-1.40304e-05 -0.0034156 -0.00217808 -0.00571526 0.00618127 0.00384427 -0.0102096 -0.0141836 0.0108254 0.000764548 -0.0124641 -0.00488291 -0.00233292 0.0163042 0.00383988 0.00881824 -0.000646204 0.014279 -0.00851199 0.0101858 0.00305612 0.0134692 -0.0023992 -0.00527986 0.011905 -0.00669169 0.0137297 -0.00650663 -0.0183129 0.0014131
internal_weight=59546.8 38440.7 36451.1 22957.4 21106.1 7341.6 15615.8 10379.2 12561.6 3210.11 9799.86 4267.86 5236.61 992.579 13493.7 7505.13 8544.53 9351.45 2115.9 6652.91 6585.37 5566.55 5988.58 5229.21 4127.39 4244.03 5560.51 3214.21 5532.01 3448.97
internal_count=561967 416213 355591 230565 145754 42672 187893 156441 71696 23559 143066 68083 31452 4898 125026 50022 74058 48137 19430 35349 47928 24567 75004 68698 24500 26554 24501 18172 74983 38486
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=0
split_feature=47 22 28 8 35 39 40 12 40 35 22 26 39 13 26 42 36 31 28 0 31 38 0 16 41 26 21 34 37 0
split_gain=478.493 446.625 354.679 289.885 336.941 316.029 265.614 262.26 241.888 304.747 232.776 239.294 223.807 205.17 190.753 174.918 213.967 178.82 157.675 153.927 164.847 148.257 146.495 138.48 134.788 129.597 125.481 124.872 120.73 117.98
threshold=26.035673904510691 34.206070883340473 0.30408897115985206 1.175 5.9864872236077735 1227.7564476374821 0.16775360469414344 91.332777398614397 0.27420851558888948 3.4333334911413012 179.28068579201914 7.0086927904690208 141.50328779547706 44.690809387910335 3.9540549417699018 17.598050961850902 330.31476151648337 -0.41182057144565959 6.3674858893649491 9.0500000000000025 -0.41182057144565959 4.480343492112997 6.3500000000000005 2.8795456808003062 7.0179688383722372 17.188171244277232 3.8849465995340817 0.17151195877573874 0.21878402177993869 17.450000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 10 19 8 12 -10 11 15 22 -7 18 16 17 -5 -4 20 24 -13 -1 -16 -6 -23 -24 -8 -22 -2
right_child=29 2 3 4 6 13 27 -9 9 -11 -12 21 -14 -15 23 -17 -18 -19 -20 -21 28 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016504998963035554 0.017109745871357645 -0.031708796169906468 -0.036176714356889302 0.035206550864355167 0.13032718105226113 0.02386574267392795 0.017152790019977576 0.018662533114199097 -0.0051890772003606008 0.015609390312011523 -0.025749081836472811 -0.0076999578785049306 0.0048931392199688655 -0.013729898111009034 0.028817794622631728 0.0040428043396019677 -0.0095171292015793097 -0.033241094438072764 0.46556170227090465 0.015083426120262972 -0.0078702211195485604 0.0024306922275130925 -0.023599853148491751 -0.01439043203691434 0.020728102296229074 0.029158377180452812 0.0090946968766053172 -0.00028746525705249072 0.019523424018533273 -0.023133005884964503
leaf_weight=3313.612703371793 4422.4992917412892 1181.7513676211238 1112.7573316469789 100.06751323584467 35.708061018027365 1255.9424402983859 3760.416301432997 2835.220742771402 2634.3136417511851 5314.1096604801714 1892.5984067404643 3858.6209696158767 4578.7482530707493 510.35714236926287 216.40885632950813 1089.5989648876712 3077.2369236769155 2054.5380070917308 1.5680479248985637 1117.6034896876663 6322.234087606892 2989.541813576594 379.89930528961122 1295.6615108195692 130.8538353536278 534.64842581190169 1289.9744600784034 1411.6463454021141 429.5396391870454 189.94908818043768
leaf_count=30665 20833 36704 77738 1439 327 5642 24313 13676 12646 22753 22720 23689 27133 3201 2711 6638 29484 38121 59 6079 77116 17424 4030 32563 1412 1743 5587 11531 2652 1338
internal_value=-1.32604e-05 -0.00131677 -0.00479163 -0.00383345 -0.00246397 -0.00704218 0.00355451 0.00455485 0.00227062 0.00871624 -0.00931222 -0.00704224 -0.00308718 0.0130028 -0.0197741 -0.0141824 -0.0179781 -0.0300621 -0.0354707 -0.0021339 -0.00491523 -0.000928519 -0.0104194 -0.00820643 0.0442243 0.0064855 0.00165663 0.0123927 -0.00612747 0.0154525
internal_weight=59337.6 54725.2 34379.3 33197.5 30571.2 17363.2 13208 20345.9 17510.7 7948.42 15596.9 13704.3 9562.23 1766.3 2626.4 6321.44 5231.84 2154.61 1114.33 8035.94 6918.34 7382.81 4983.49 1512.07 166.562 3524.19 1669.87 5172.06 6751.77 4612.45
internal_count=561967 539796 423306 386602 273531 150101 123430 116490 102814 35399 141258 118538 67415 8843 113071 75682 69044 39560 77797 87586 81507 42856 40282 35274 1739 19167 9617 35844 79768 22171
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=0
split_feature=7 22 12 3 26 38 23 26 23 18 31 38 37 34 30 49 26 8 24 23 26 7 8 28 36 15 0 16 40 4
split_gain=454.597 363.971 345.842 271.509 274.03 213.703 199.164 193.548 223.619 188.214 187.646 178.115 171.3 187.957 167.108 151.558 163.549 146.529 161.294 145.516 145.308 142.995 165.298 138.853 133.311 131.02 128.085 121.582 116.343 114.644
threshold=2.3850000000000002 91.200401413080328 149.02430445170069 1.0000000180025095e-35 2.7400536145640211 4.7096420327215949 12.688800532540485 17.188171244277232 6.9854450366310088 26.938859693294877 5.0913751032908108 12.115002430966948 0.24627461209703741 0.32160566187688577 0.25557738672914304 0.22794738204593365 19.288965265384228 3.7450000000000006 11.18402751721748 18.542906902454963 7.3735356392579794 10.195000000000002 1.3250000000000004 6.3674858893649491 193.57504647199559 0.0089684257126865039 4.9500000000000011 13.228056252776407 0.1137149438317184 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 14 26 12 -3 8 -1 -7 15 17 -6 -14 -2 16 -8 18 -10 -20 -11 22 23 -17 -16 -12 -5 -9 -13 -26
right_child=1 6 -4 4 5 9 10 27 11 20 25 28 13 -15 24 21 -18 -19 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0043644077628428 -0.0063664031293216156 0.016693384526964474 0.019316798899389698 -0.030721243040525877 -0.016772799828347128 0.016630998926750084 -0.024138776379635556 0.024273427799738755 -0.0207937989288772 -0.0041477898184630454 -0.2049025051270193 -0.0057295875793573611 0.013743286152770144 -0.010268058503216153 0.0027940658540456923 -0.023462882942743787 0.01085136374633826 0.0028864691898359196 0.011096281681805344 -0.013381361974460266 0.011939703397217557 -0.028066721313219085 -0.00012845666972507972 0.43375887850869238 0.017546070746310771 0.019644334999241661 -0.0068421794717244263 -0.0055529019720101198 0.024153828506556573 -0.042590285700410672
leaf_weight=2590.7860515713692 1318.7121387952939 1012.3639899818227 3980.6736248685047 914.85047338251024 2110.8971462445334 3217.2992191649973 2167.1371028181165 748.86327572725713 6244.0369088891894 3877.7851364994422 6.5533237643539897 935.36319000832736 1599.4492485970259 1661.8027997184545 2393.3374505871907 928.39675046782941 394.80019914731383 1131.5809224806726 828.3641587626189 2273.8408208694309 2199.9313021507114 610.84560316428542 6592.9324541278183 1.6634816015139211 5941.3970361789688 746.00741586182266 1454.2294089281932 628.37060367316008 499.701809710823 80.324841048568487
leaf_count=18861 6418 9900 23287 18915 20182 21199 31871 2291 116738 31442 68 22095 8939 10200 10734 36211 1693 4924 8703 39203 9208 4534 52562 27 22541 3922 14984 3503 5575 1237
internal_value=-1.37105e-05 0.00264491 0.00556602 0.00352129 -0.000284905 0.00226368 -0.00456385 -0.00724772 -0.00894867 0.00685197 -0.0064436 -0.011844 -0.00567509 0.00150807 0.010183 -0.00814159 -0.0187467 -0.0141066 -0.016164 -0.00684524 0.00167535 -0.00480126 -0.00291217 -0.0226451 0.0127764 0.017689 -0.0160634 0.010665 0.00467607 0.0167439
internal_weight=59092.3 43211.4 30750.7 26770 17036.2 14667.2 12460.7 15880.9 14503.7 9295.02 11448.3 11912.9 5372.15 3261.25 9733.77 10695.8 2561.94 10477.8 9346.24 3102.2 6077.72 8133.84 7522.99 930.06 8415.06 752.561 2369.08 1377.23 1435.06 6021.72
internal_count=561967 340074 199286 175999 135069 101170 140788 221893 216099 61849 130888 197238 39321 19139 40930 126898 33564 169568 164644 47906 40650 93334 88800 36238 34512 3990 33899 5794 27670 23778
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=0
split_feature=28 30 4 43 43 7 0 35 26 23 35 16 25 35 39 22 36 18 34 40 29 0 18 42 26 26 18 23 21 0
split_gain=438.147 430.888 365.953 249.249 307.63 235.314 214.962 183.877 156.441 204.321 195.679 182.945 155.656 153.665 143.108 140.344 154.787 140.421 116.129 113.006 111.828 110.217 107.492 106.64 108.776 105.367 104.724 100.244 97.8925 115.179
threshold=0.30408897115985206 1.8955198683283039 1.0000000180025095e-35 1.4630313339910865 5.6275190607438175 4.5250000000000012 9.3500000000000032 4.0499154139872617 3.9540549417699018 8.2207748857906413 4.3595082437225834 5.6354906275696157 3.2916044138784315 8.3805532022678602 1271.9144447733695 9.7937240493571398 318.47738556394307 39.687075787732191 0.15768138062383383 0.24898003552501943 8.7566580348588037 4.0500000000000007 41.697461934718149 17.365466423853402 7.5278262768776605 13.242479790889375 6.7406830484207756 12.349150419396581 4.3054351842352139 4.1500000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 7 -6 11 -10 14 13 21 26 -11 -3 23 -18 25 -12 -9 -2 -7 24 -17 -4 -5 -14 -28 -30
right_child=1 5 18 4 6 22 -8 20 9 10 19 -13 27 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.02607956259567186 -0.01313544396466427 0.026755642652855863 -0.021203169713976643 0.0040347336805703236 -0.0082972889962039578 0.017675839673030248 0.027524418800165373 0.018180570721775629 0.013015283836950076 -0.018545799418774458 -0.0062247134775794515 0.015419589092059496 0.022053054008273707 -0.0011816032302261982 0.020211538355066123 -0.020516611830985795 0.012020713729040337 -0.0024039085780872497 -0.044141804805158419 0.0078267565321810048 0.00016522354375883864 0.0034842849108672118 0.0067641200993307339 0.0020087750220177843 0.0060022199446099732 0.024237409376601685 -0.034411558877607419 0.0066230097541786137 -0.042581856040545339 -0.0071412557633572949
leaf_weight=1569.1672964859754 1564.7039226610214 533.15909842774272 1187.725588160567 303.01203052420169 2794.7231122665107 4805.6153369760141 888.12448051851243 1683.0838032346219 1407.3733863979578 3725.968391741626 4963.8234920948744 429.66133613605052 1307.8968919739127 955.7030531251803 254.439572526142 1734.11208799202 3497.2652839189395 3259.8234765315428 522.4106804067269 2010.3797217961401 1764.4375017723069 2752.2337399702519 4255.7461175043136 1703.5224877018481 497.66465988010168 142.92398018203676 1749.1658576298505 5392.6658516945317 305.41420378535986 919.28090685140342
leaf_count=42129 21879 1927 44745 2079 15785 24741 3359 7598 6995 32776 53223 4103 7273 19455 1160 24791 24316 25138 10111 11286 12794 25728 22858 7824 2672 825 52048 40127 4845 7377
internal_value=-1.32257e-05 0.000700454 -0.00250869 -0.0013677 -0.00421039 0.00655738 0.00450852 0.0012339 -0.00786219 -0.00491869 -0.00722272 -0.0156669 0.00486456 -0.0188226 -0.0160683 0.00171923 0.000470829 0.00506184 -0.0241652 -0.00217424 0.00896034 -0.00253965 0.0125511 -0.00741215 -0.0146032 -0.0163224 -0.0239676 0.00963483 -0.0268208 -0.0159794
internal_weight=58881.2 57312.1 37025.2 35172.1 24154.6 20286.9 7130.37 6242.24 17024.2 12362 10954.6 4662.24 11017.5 4232.58 3980.41 11225.5 10692.4 6757.09 1853.06 6974.2 3447.52 4316.94 9061.36 3935.3 2231.78 1330.65 3276.87 6700.56 2973.86 1224.7
internal_count=561967 519838 385571 329890 234883 134267 39536 36177 195347 105440 98445 89907 95007 85804 33936 86668 84741 49454 55681 64509 20392 47607 47599 35287 27463 45570 66349 47400 64270 12222
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=0
split_feature=47 47 8 47 40 34 22 38 8 31 41 42 40 26 23 35 19 12 7 26 21 23 20 43 26 46 36 26 21 36
split_gain=420.088 295.857 252.182 241.893 217.937 310.807 193.464 178.561 174.316 179.96 161.143 160.101 152.64 142.946 147.358 135.655 125.819 125.638 124.133 123.886 293.472 143.65 131.611 150.366 121.731 117.779 114.372 104.857 146.145 135.142
threshold=1.3873052523496567 0.33990017076745688 1.2350000000000001 204.53006794203776 0.22009653122243655 0.27058785068796648 18.158878503825175 5.992709807649911 3.3050000000000002 -0.34534306616897509 5.410295158944761 10.593786301589104 0.32094938406144452 5.0351866334815165 12.120086482684046 2.5009470665361531 11.928016942090958 138.98672494702632 2.0350000000000006 2.6753843395659564 1.8735278943015843 14.903196077539237 0.79202524423901999 1.0426200383885551 6.8047665319127617 0.035251962711672601 275.58615289811581 3.9267163377069596 3.2798173934132611 1025.7271515395955
decision_type=2 2 2 2 2 2 2 2 2 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 24 4 10 12 26 8 9 -8 18 27 -6 -11 -15 -10 -13 -1 -2 -12 22 -22 23 -21 -3 -19 -4 29 -29 -9
right_child=3 2 6 -5 5 -7 7 11 15 13 19 16 -14 14 -16 -17 -18 25 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0019344676087910404 -0.038960303925967707 -0.027915082111575729 -0.00016519514637872374 0.022202135111610861 0.01034254398120181 -0.0013583230106718456 0.017861484089055496 -0.033082461093125265 -0.022627772051947631 -0.026334544304133262 -0.0093806195690764316 -0.0074822115264352694 0.026735984829168315 0.0053381634420274666 -0.015792724463201829 0.0022421330025622619 0.011088739620234135 0.0063055003887103837 -0.0075459404286671028 0.59976777439501361 0.013394697644213929 -0.00076400787629165049 0.085675184847554403 0.11479122149697399 -0.0034000792518435203 0.03412458274627974 0.018748030058217163 0.045245673903546529 -0.0055927915066695368 0.0019136945002116938
leaf_weight=3991.8965896889567 357.46292263362557 1827.5604927958921 2374.7499069012702 1818.3699882170185 4827.5055425707251 4875.0061928732321 406.6443762248382 768.63964446820319 654.64271892420948 2412.7672533104196 1973.7123227724805 1283.2763743093237 2011.6257460843772 1028.9074296699837 4164.1038441406563 3375.7034400049597 3152.7894187048078 850.48597241006792 2614.1425255676731 2.7894497234374276 2617.2422789288685 5677.5174519307911 60.616719724610448 3.7427254123613238 700.46684309188277 688.45505032781512 1204.9071171600372 150.34823889937252 2365.7466091411188 430.28860405832529
leaf_count=37063 4857 96272 12391 8789 24641 25183 4888 17672 3939 43924 32633 15345 7327 6182 40445 14851 21899 11132 20110 19 15748 49516 850 25 9754 5311 4524 1235 19481 5961
internal_value=-1.32697e-05 -0.00389816 -0.00610861 0.00459428 0.00331467 0.00828825 -0.00451207 -0.00641111 -0.0102792 -0.0145457 -0.00106349 -0.000696208 0.0151644 -0.0162783 -0.011606 -0.00179745 0.00571649 0.0066135 -0.0113249 0.00188676 0.00454627 0.00370348 0.108654 0.321892 -0.0211225 0.0187505 0.00620097 -0.00835353 -0.00255496 -0.0205225
internal_weight=58672.1 31832.4 26301.5 26839.7 25021.4 11714.1 23773.5 20193.9 12042.8 8012.42 13307.2 8151.09 6839.13 7605.78 5193.01 4030.35 4436.07 5530.84 2971.61 10335.6 8361.91 8294.76 67.1489 6.53218 2528.03 1538.94 3579.66 3715.02 2516.09 1198.93
internal_count=561967 372269 318763 189698 180909 57151 212737 195822 114229 95439 123758 81593 31968 90551 46627 18790 37244 53506 24967 98791 66158 65264 894 44 106026 16443 16915 44349 20716 23633
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=0
split_feature=28 30 6 4 1 38 35 42 0 40 38 36 37 39 43 17 12 40 0 34 22 3 38 25 40 49 37 22 12 31
split_gain=395.534 390.589 308.499 257.099 239.791 222.871 230.617 247.711 200.589 194.242 185.582 174.124 167.121 163.271 155.985 163.678 208.526 132.884 138.002 132.481 148.713 127.115 118.492 113.253 109.588 96.1607 94.5665 94.2982 168.796 122.218
threshold=0.30408897115985206 0.63120539315037039 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 10.333552253568131 8.8070318809374459 15.610378248063073 4.8500000000000005 0.20754833694867494 4.7759271107678734 270.62674062178672 0.1352112380206679 2099.5410020400323 1.715201732106425 38.038794081631103 56.83103388512184 0.12659914275750145 3.9500000000000006 0.18374645257177266 11.458133038809287 1.0000000180025095e-35 25.504213735069857 3.4899857799394858 0.19855005647126536 0.22516096074812811 0.20261854768826634 86.227542214638717 97.654739114430043 -0.41182057144565959
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 11 6 7 9 -9 13 21 -4 -8 26 23 16 -16 18 -7 -11 -21 -3 -20 -2 -25 -22 -6 28 -17 -29
right_child=1 2 4 -5 5 17 12 8 -10 19 -12 -13 -14 -15 15 27 -18 -19 22 20 25 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.025022626549954598 -0.0050459383482372539 0.014855275151487317 -3.107930085967599e-05 -0.028098174906938545 -0.021835933880919076 -0.024278237738520624 -0.005543899528715643 -0.0092856005379581396 0.011793163056308576 0.010981556653923093 0.021885550655535987 0.014569979647232051 0.022773591371146592 0.02027512787500663 -0.0048700379826128633 -0.01281875276947197 0.02270115880002806 0.020358210478837836 -0.0028198519411393582 0.0279953878534378 -0.027707798671221303 -0.0034069167950179606 0.023990029062629717 0.00012763420588073719 0.01644760766038381 -0.0067922434665214863 0.0014872809804943429 0.031339196575530269 0.0066875870346611126 -0.021038694450296627
leaf_weight=1539.3689137357287 3024.3436214607209 1887.6484815264121 3447.6117685548961 1127.8126983917318 4277.6700751064345 419.27643056120723 866.69434017967433 1855.0627928599715 2882.2222311366349 1202.5383567176759 3260.1980750467628 5007.7951432270929 1306.3859935943037 273.27497719880193 3011.5550804231316 3910.3445010203868 888.00099912937731 1639.4070349186659 1050.6182420486584 270.44545552320778 662.06277144700289 1924.1516092224047 678.16679691988975 2221.5787830185145 1915.6018762271851 3233.3719004904851 483.76071872795001 116.45344248227775 1548.1260208962485 2553.0190494246781
leaf_count=42129 38520 7228 17324 37755 67256 8233 14081 14070 14366 7460 17251 20280 10475 1591 22572 41820 6255 10669 13274 1022 5702 14108 4335 22648 10239 27368 6712 1893 13790 41541
internal_value=-1.35006e-05 0.000662558 0.0037466 -0.00489753 0.00150203 -0.00134884 -0.00375225 -0.00593846 0.00353898 -0.0102542 0.0131275 0.00861654 0.0114797 -0.0173092 -0.00353394 -0.0070125 0.00140843 0.00963777 0.0014559 -0.00363779 -0.00785787 0.00563674 0.00769711 0.00230816 0.00768413 -0.010347 -0.0194663 -0.0110526 -0.00728638 -0.0187538
internal_weight=58484.6 56945.2 36628.4 20316.8 29556.4 21101 17313.5 15140.4 4737.29 10403.1 7072 8455.41 2173.08 5034.71 19189 12027.5 3899.56 3787.47 2148.06 5368.42 4165.88 3811.8 1728.79 7161.52 4137.18 3895.43 4761.43 8127.94 5458.47 2669.47
internal_count=561967 519838 282805 237033 244218 206614 170103 145547 28436 117111 38587 37604 24556 75559 199278 127871 28827 36511 25842 41552 34092 21336 17609 71407 32887 33070 73968 99044 55610 43434
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=0
split_feature=22 7 0 26 16 42 43 35 24 42 38 43 38 36 26 21 12 0 14 31 23 37 28 21 19 25 40 21 26 20
split_gain=383.741 377.764 261.765 335.458 471.466 297.064 406.187 255.836 240.519 218.371 282.827 213.996 159.505 139.513 129.341 177.357 125.974 124.618 169.758 122.52 122.016 118.589 117.703 117.039 113.746 110.32 108.479 107.102 106.836 114.391
threshold=13.473239636523983 2.6650000000000005 4.0500000000000007 9.0810902916463228 8.111482919004791 14.820308483417941 1.0211838813967957 4.1418882269664898 10.696417029964907 10.667936810351671 6.2157316852487083 6.1265211230029903 5.3982295971750078 414.58906928604205 2.654116254209776 1.8133690947716385 19.46905337895117 5.1500000000000012 9.4961540923120502 -0.54879856812894734 12.460699655623868 0.24214364527501864 0.55777786334490898 2.3247922551619662 19.562475708966922 8.3925809034541228 0.26928819517093155 10.278605518967828 2.3730883863830869 0.79202524423901999
decision_type=2 2 2 2 2 2 2 2 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 8 3 24 -5 6 -4 -7 11 -8 22 13 21 14 19 -16 -1 18 23 -2 -15 26 -11 28 -3 -20 -10 -19 -14 -30
right_child=1 2 5 4 -6 7 9 -9 12 10 -12 -13 17 20 15 -17 -18 27 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0045625447116921045 0.07823798997653468 -0.0056518276915148045 0.013784466068278876 0.029638026236795734 -0.0079584555162648726 0.00069672965881168477 -0.016826523905570281 0.017000857424068549 -0.025781850419871494 -0.021926029965056312 0.0091880706790693021 0.0066879367489028176 -0.01717423610626868 0.0048728517287746301 0.075756691097684792 -0.016792419246509756 0.020446707979337082 -0.015289180944588879 -0.011483226080396435 -0.037334369140831512 -0.013178197809822448 0.00059609605818697895 -0.0042626238247094154 0.021742065270267185 -0.019561122433569222 0.017811409757631912 0.014930016703714681 0.015207979788676912 0.28861036536704882 0.079778237937431259
leaf_weight=2298.7019804129377 23.431655864231288 2897.4496590285562 3978.3551663849503 1376.1283653629944 2116.1449243370444 3834.3712199740112 2822.2492051040754 6459.1920127635822 1103.2440698035061 1271.3232390698977 3910.7183465659618 1396.5814989563078 27.440347356256098 1360.5443981289864 52.389923139475286 4345.3535676635802 2731.4351665871218 885.84262267732993 738.04418637370691 1075.1825190442614 3001.2740342849866 1603.9315431974828 3653.6758963773027 1039.2694146959111 2983.0896409666166 569.26760156732053 192.1162697346881 426.48313821107149 7.0082833245396605 101.95053063100204
leaf_count=11315 378 39116 25493 4562 12268 18804 33713 29745 18231 19596 27133 7430 1747 14533 981 61060 10788 13471 14262 36822 57953 12362 29220 12197 39243 5235 1047 1948 51 1263
internal_value=-1.29031e-05 -0.00125984 0.00174301 -0.00541822 0.00685642 0.00433156 -1.06485e-05 0.0109275 -0.00716581 -0.00471832 -0.000850792 -0.0116297 0.000338763 -0.0142247 -0.0195235 -0.0156899 0.0131879 0.00708432 0.0136711 -0.0348694 -0.00754769 -0.00849148 -0.0088222 0.0274573 -0.0127078 0.00127309 -0.0197438 -0.00537813 0.0710036 0.0932104
internal_weight=58282.2 53252.1 35302.7 9372.81 3492.27 25929.9 15636.3 10293.6 17949.4 11658 8835.72 11254.8 6694.6 9858.18 5496.36 4397.74 5030.14 3795.31 2482.98 1098.61 4361.82 2899.29 4925 1175.67 5880.54 1307.31 1295.36 1312.33 136.399 108.959
internal_count=561967 539864 278893 95189 16830 183704 135155 48549 260971 109662 75949 179157 81814 171727 99241 62041 22103 50174 34755 37200 72486 31640 48816 15258 78359 19497 19278 15419 3061 1314
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=0
split_feature=1 1 28 29 12 35 40 0 38 40 42 21 43 29 35 19 24 41 37 22 14 31 43 33 14 38 31 0 26 38
split_gain=362.257 373.407 297.035 261.404 247.882 238.552 270.054 193.45 179.783 166.937 192.583 159.975 144.904 142.722 140.564 135.487 130.48 129.039 125.695 119.362 115.985 113.061 116.25 106.692 106.307 103.001 101.923 108.932 100.066 99.8293
threshold=1.5000000000000002 3.5000000000000004 0.37437407281276752 15.065423945968531 52.310196599918264 5.8792193763531584 0.18654753106211244 4.8500000000000005 8.9804552319262836 0.23460464484303944 17.965802690707743 4.0930784973557364 1.4630313339910865 7.2426956621677521 3.3970537270536703 8.5214497552560804 14.784398166880377 5.8349016778299436 0.16200623690979563 9.7937240493571398 16.049161264603189 -0.44127067036178019 5.0670908448214922 13903.081131326167 6.458968743404319 4.5025306984895801 -0.38595972464257217 10.850000000000003 16.378779625725933 4.8894642765461471
decision_type=2 2 2 2 2 2 2 2 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 29 5 12 8 7 -7 9 10 15 21 -1 -14 -11 -4 19 25 -19 -5 -15 22 -9 -6 -18 -17 -21 -28 -16 -2
right_child=1 -3 3 16 23 6 -8 11 -10 14 -12 -13 13 20 28 17 24 18 -20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014179311031599305 -0.035523505903407561 0.032446338581275373 -0.037548285064715671 0.019607546349379213 0.016049370208432185 -0.010094817789777506 0.015675661868027761 0.081751593103424933 0.013711107155934005 -0.0095871872416138995 0.0080622413306813013 0.01166637431020532 0.0076726994782338621 -0.002997935762239428 0.0014609085116509318 -0.032334277148865602 0.019076506281518475 -0.015720992768215231 0.01118048621635088 0.016182690201380908 -0.025933157307279332 -0.01874712287123164 0.58682372881675493 -0.017256147206615238 -0.0048277570198305038 -0.012202394435456268 -0.017481333041220456 0.0083553363632337917 0.021069891241000629 -0.01327659056861473
leaf_weight=1958.1588493622839 767.35321050463244 748.23456753697246 598.62305750790983 269.23710410296917 5483.309479303658 2859.6376493289135 4416.651419966016 11.338441916275768 1398.9019147618674 2835.7418039003387 1076.0360935907811 3189.5983303384855 3246.0666775582358 5439.2912418153137 4969.1447837240994 940.81920323334634 537.8093937439844 822.55087276501581 919.72638926235959 261.94551155110821 613.39683028496802 625.47858806233853 1.2665219474583853 251.48531172424555 3440.5301354159601 1956.8003531401046 5776.4563066060655 438.9649910395965 748.61799389868975 1470.7949742968194
leaf_count=8014 18524 2493 14410 1385 22801 48106 27508 192 8279 18671 6708 19624 14062 29044 33243 12050 5431 9658 9762 6344 3333 14228 7 1155 41731 20140 117833 2921 2939 41371
internal_value=-1.26169e-05 -0.0025523 -0.00320156 -0.00216153 0.00612778 0.000431095 0.00608086 -0.000256042 -0.00342548 -0.00503783 -0.0112041 0.00709445 0.00181733 -0.000785898 -0.000485651 -0.0151615 -0.00877813 -0.0122733 -0.00152004 -0.0130131 -0.00532226 -0.0157593 0.1325 0.0145888 -0.00159627 -0.018739 -0.014369 -0.0156566 0.00402828 -0.020904
internal_weight=58074 41082.3 40334 38095.9 16991.7 27370.9 11104 6687.32 16267 14868.1 6314.56 3827.68 11256.9 9298.75 8553.5 5238.52 10724.9 4639.9 1742.28 6746.6 6052.69 638.084 12.605 5734.79 3978.34 2897.62 6477.37 6215.42 5717.76 2238.15
internal_count=561967 483558 481065 421170 78409 245525 109665 82157 135860 127581 72728 34051 54453 46439 54853 66020 175645 51610 19420 128483 32377 14427 199 23956 47162 32190 127098 120754 36182 59895
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=0
split_feature=47 47 4 26 0 3 23 38 26 21 8 18 16 31 49 24 35 28 35 40 8 12 35 38 34 13 35 43 0 35
split_gain=349.977 259.104 229.94 209.824 280.772 199.06 198.041 195.373 219.037 164.081 163.583 153.292 151.072 147.016 142.277 142.563 128.831 118.693 116.512 145.124 114.17 112.679 107.546 106.604 106.351 111.31 104.994 104.555 114.237 103.405
threshold=1.3873052523496567 0.33990017076745688 1.0000000180025095e-35 6.0061080848317969 6.8500000000000005 1.0000000180025095e-35 4.4885101554087115 5.992709807649911 2.654116254209776 4.4343249685114658 3.2250000000000005 59.153782529517052 1.4287381510326471 -0.41182057144565959 0.6310347214339308 11.83822556693362 7.0403780603535839 0.42288226272996526 6.847327154184252 0.17104928904951683 1.5550000000000004 138.98672494702632 4.4036752423509133 8.7170944978004297 0.077417529470352825 16.817151060103438 3.6616351559649356 4.2100935792719216 14.550000000000002 3.3206553997155486
decision_type=2 2 2 2 2 2 2 2 2 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 6 22 -2 10 -9 -6 13 29 -10 -7 15 -14 -4 -15 23 -20 -11 -1 -3 -8 -23 -26 -12 28 -22 -5
right_child=3 2 16 11 9 7 18 8 12 20 26 -13 14 17 -16 -17 -18 -19 19 -21 27 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0018396224798754826 0.017334363377060385 -0.0046316369381675347 -0.050644678614051225 0.00012371556027153833 -0.008439864734630426 0.027188672343243538 -0.017267687539449083 -0.020810548451654948 0.067767904805283483 0.043180600730700874 -0.014218962872518968 7.8673239386160197e-05 -0.011126729355605033 -0.037321172699214387 0.014414400992719274 0.00667110596762508 -0.015699711783909328 -0.01566568140296979 -0.0086605306416404782 0.016493449517561071 0.0097798499156827798 -0.0024535324287025782 0.0071336334111682595 0.0033699715812826169 0.057538035802530342 0.01807974171588362 0.0053867230727090848 0.024305616245174595 -0.020899633269689112 0.014211148841036306
leaf_weight=3959.1450327849016 801.4632805287838 3481.8581083714962 389.62062421767041 1552.0293534882367 1088.8454317552969 184.55855953274295 3717.5209469078109 1239.5842801146209 86.668717563152313 298.56309916172177 1138.3566715344787 3787.3887297324836 2513.7979701831937 712.00749575300142 1541.6943369777873 2036.828386916779 816.40551580023021 5683.9892207467929 1770.014280484058 848.18709286022931 2339.4518956290558 454.15448042191565 4392.9871276840568 752.38331617601216 226.57838082965463 846.35769375646487 1706.6571687590331 1066.0553792705759 348.64357888139784 8106.1204958874732
leaf_count=37063 3625 16874 11422 7057 12480 3602 43094 39585 445 2470 6884 20212 34440 21600 16433 19894 33400 85276 32977 6444 10412 6306 21627 6535 1703 8434 7281 4443 2144 37805
internal_value=-1.23602e-05 -0.00358168 -0.00567069 0.00422219 -0.000299117 -0.00463058 -0.00622396 -0.00769849 -0.00162874 0.00879238 -0.0124758 0.00860414 0.00221938 -0.0168069 0.00128689 -0.00316054 -0.0269891 -0.0180764 -0.00888774 -0.000511699 0.0134222 0.0062899 0.00193163 -0.0137939 0.0178277 0.0264124 -0.00245797 0.0110555 0.00580075 0.0119473
internal_weight=57887.9 31411.2 25925 26476.7 13031.1 24719 7889.57 16844.1 7418.57 5141.56 9425.57 13445.5 6178.99 6580.56 6092.32 4550.63 1206.03 6396 7088.11 2618.2 4052.71 5486.24 7874.85 4469.9 1527.09 1072.94 2845.01 3754.15 2688.1 9658.15
internal_count=561967 372269 318763 189698 124624 273941 92675 235440 110797 31949 124643 65074 71212 110478 70767 54334 44822 106876 89050 39421 19469 53506 38501 49629 16443 10137 14165 16999 12556 44862
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=0
split_feature=22 36 18 39 42 31 4 26 35 40 31 35 7 35 24 34 0 24 3 26 38 49 42 38 34 26 25 43 17 38
split_gain=340.526 325.796 361.069 297.586 290.852 220.338 201.602 191.588 178.655 186.046 178.491 166.131 148.548 140.627 136.394 135.501 135.081 154.889 154.314 130.513 145.107 128.989 126.874 161.596 126.524 125.619 114.025 103.491 100.352 96.9475
threshold=23.472887686081787 403.00410534731083 46.135853753281644 964.69323600905659 16.62524687023577 -0.48132217558586005 1.0000000180025095e-35 9.2166926209705711 7.3872066751861913 0.23460464484303944 0.16650896141995286 4.0724796619976784 1.5550000000000004 4.1645422944500412 13.882437168276583 0.16582732745747789 8.2500000000000018 20.762469591161967 1.0000000180025095e-35 2.890695203335913 10.54853483501633 0.25688494749911522 11.024230125091945 9.8457995680376325 0.26011816713024977 2.5449842033955883 12.145081843821359 7.06234260427133 110.61523560655364 3.7633739190021296
decision_type=2 2 2 2 2 2 2 2 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 3 10 4 5 28 16 13 9 -7 14 27 -13 -1 -3 -8 17 18 -4 -10 -21 -12 23 -18 -11 -15 -24 -6 -2 -19
right_child=1 2 6 -5 11 8 15 -9 19 24 21 12 -14 25 -16 -17 22 29 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039695485563981106 0.047815535597176481 -0.0085018416199028595 0.0066519292340447749 0.020180151041228389 -0.017399555571742022 -0.024935166209899644 -0.01353590412656408 0.019592949359251616 -0.017559880716146094 0.0015346251404368047 -0.00025474586740961176 -0.023562039602383966 0.0097774003126624067 -0.0029644689837353298 0.012024837629222962 -0.049847009303936041 -0.029508253728771895 -0.015323921323617432 -0.015039702067520934 0.0094793352617877358 0.2706558301154422 0.01379280207693168 0.018656399406701357 0.010243629720641578 -0.018943772452374396 0.011938535984009756 -0.013451998449934305 0.0019500949477421802 -0.028380352386721854 0.0058017695211220084
leaf_weight=3595.9083495074883 199.98155070003122 2591.9653194663115 1010.7244161423296 918.61255507543683 1753.7849819744006 4857.895134922117 1029.4045878313482 2453.6680839732289 685.11511123925447 1447.614290098194 2087.0202871109359 372.76885225903243 3221.6196725694463 1906.4751175884157 1176.6649629771709 342.37558692181483 467.62507285457104 654.38027602061629 4342.6422204049304 970.64023186592385 5.3474551402032366 7530.9692489975132 1770.1241728849709 564.00019740033895 1574.7679442870431 5473.8593017198145 327.69259922299534 1140.3522907262668 55.122905168682337 3192.5980731728487
leaf_count=19388 2754 51559 4350 8041 13022 108350 29451 8221 24447 13641 15108 3632 17522 14898 13628 6049 3966 4503 49277 14782 38 48619 8033 3314 18477 26300 2069 5148 1134 22246
internal_value=-1.23267e-05 -0.00212703 0.00129041 -0.00750801 -0.00906986 -0.014508 -0.00441551 0.00696197 -0.0157341 -0.0188753 0.00713057 -0.000859273 0.00631982 0.0041384 -0.00209288 -0.0225986 -0.00239251 -0.00544477 -0.0109443 -0.000832095 0.0109103 0.0107446 0.00658093 -0.00777549 -0.00913534 0.00808882 0.0136409 -0.00977538 0.0313511 0.00220824
internal_weight=57721.7 44291.8 27088.2 17203.6 16285 9796.48 13701.6 13429.9 9541.38 7880.28 13386.6 6488.53 3594.39 10976.2 3768.63 1371.78 12329.8 9200.34 5353.37 1661.1 975.988 9617.99 3129.44 1031.63 3022.38 7380.33 2097.82 2894.14 255.104 3846.98
internal_count=561967 493160 262172 230988 222947 183623 133258 68807 179735 140468 128914 39324 21154 60586 65187 35500 97758 80376 53627 39267 14820 63727 17382 7280 32118 41198 10102 18170 3888 26749
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=0
split_feature=47 6 22 26 21 0 21 0 38 38 37 49 8 35 40 25 34 37 38 16 26 12 8 26 35 23 28 0 26 29
split_gain=330.165 316.198 277.01 271.432 403.225 343.386 281.706 252.851 228.232 226.829 283.672 260.564 229.735 226.279 200.025 167.913 162.445 146.186 185.828 145.656 138.291 127.895 126.299 123.1 114.718 111.243 110.831 102.958 102.172 101.338
threshold=43.126557889260319 1.0000000180025095e-35 13.473239636523983 3.628859369536066 2.5381684975074088 4.9500000000000011 4.0624556390290367 5.3500000000000005 4.8429824143840055 4.480343492112997 0.24836909616173033 0.22516096074812811 4.0150000000000006 3.1934640155390359 0.18568903721512195 0.98177235799300455 0.17066795301666401 0.17056591157259834 8.6541199707785488 5.6354906275696157 11.163838134882687 4845.5242645891421 1.5750000000000004 15.093316252552965 8.8070318809374459 27.433458527497546 0.35236909160219293 17.450000000000003 3.6530403633117721 10.455662873255378
decision_type=2 2 2 2 2 2 2 2 2 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 28 5 7 19 15 -5 26 10 12 23 -6 -12 17 -7 -16 18 -13 24 -18 -20 25 -11 -4 -8 -1 -2 -3 -15
right_child=27 2 3 4 9 6 22 -9 -10 11 13 14 -14 29 16 -17 20 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.034849697215599024 0.016812204347137753 0.0018815514856413808 -0.029549989589895655 0.056146476930209036 -0.027419554940235187 0.014642198347457306 0.058948763885517376 -0.035763078338959385 0.01790848107270273 -0.014461308330749887 -0.014297599573875431 -0.014523037053629843 0.011691796929375891 0.010176894183135853 0.018574705340521042 -0.022391763254749134 0.00017551762826618038 0.012053131531932652 0.0038912466645072844 0.01253481105055804 0.016482592746746485 -0.041376355085216983 0.0045397195677104067 0.010659761914601124 -0.011802932195817019 -0.024924710560937549 0.0025789923206991387 -0.024395229612597356 0.018527705387846285 -0.0056074886539250156
leaf_weight=207.05534535227343 3315.6150046801195 1768.7237700028345 2784.4525081329048 456.15064447699115 2505.3544872622006 368.99319075653329 195.61205608583987 89.516443403903395 3441.5008713165298 3476.297858923208 2742.5847314558923 3162.1412797654048 441.64445514976978 2636.5154010336846 2627.5755310859531 1794.9157804469578 5478.2539494759403 1413.7382226390764 3593.9707223684527 296.45529634086415 1704.6693965829909 163.11575620062649 2741.288110813126 567.23731175251305 1353.0574798691086 49.546953232493252 4417.1292983982712 158.84459185600281 1925.1457734955475 1655.2370123816654
leaf_count=3830 16437 10464 80564 4460 28875 5828 3030 1311 20491 35087 17899 42647 1699 14550 14418 50526 42445 14064 31170 3402 7007 1123 13624 2329 48088 1790 25664 1170 6637 11338
internal_value=-1.22136e-05 -0.000972484 -0.00257388 -0.00372059 -0.00155263 -0.0111205 -0.00233918 0.0410688 0.00815901 -0.00227561 -0.0085354 0.000540502 -0.0215582 -0.00307955 0.00309849 -0.0160767 0.00793694 -0.00259788 -0.00559138 -0.0213205 0.00404555 0.00192593 0.00761468 -0.0109373 -0.0237463 0.0419978 0.000903062 0.0149283 0.0105571 0.0040892
internal_weight=57532.3 54057.9 45992.2 42298.3 32714 9584.32 5150.36 545.667 8065.69 32168.3 9981.34 22187 2947 7034.34 18143.5 2163.91 9810.5 8332.97 6919.23 4433.97 7182.92 3757.09 2986.45 4043.54 4137.51 245.159 4624.18 3474.46 3693.87 4291.75
internal_count=561967 544360 494375 477274 270422 206852 74798 5771 49985 264651 74361 190290 30574 43787 152874 56354 63870 89004 74940 132054 49452 32293 18444 37416 128652 4820 29494 17607 17101 25888
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=0
split_feature=30 43 42 0 4 38 26 17 12 35 7 0 16 26 42 23 43 47 0 24 43 36 0 17 27 33 12 37 49 26
split_gain=318.972 258.972 394.796 291.351 214.964 209.086 221.46 210.185 182.366 150.224 135.018 141.698 139.177 140.758 134.386 164.204 126.622 154.91 125.801 119.165 109.684 112.571 108.38 106.453 111.871 102.118 101.764 99.3749 99.3219 98.6558
threshold=0.48493280686219159 1.0211838813967957 15.534840540138786 5.8500000000000005 1.0000000180025095e-35 4.5025306984895801 3.628859369536066 404.69276611659819 256.36555878404067 5.2393193650682344 3.3250000000000006 6.5500000000000007 2.4406356755920551 7.0086927904690208 10.667936810351671 2.8184535499628387 1.715201732106425 0.23171382516209538 6.8500000000000005 10.985559558807966 6.386755219675746 280.70522261541976 4.0500000000000007 38.038794081631103 3.5833976274814106 243.09325081330579 56.255561380180929 0.2094985682144527 0.20993398193189719 9.8102451457301019
decision_type=2 2 2 2 2 2 2 2 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 22 5 9 16 27 8 10 14 29 11 12 -8 -14 15 -7 19 -18 -16 -1 21 -5 -2 24 26 -21 -19 -3 -12 -4
right_child=1 2 3 20 -6 6 7 -9 -10 -11 28 -13 13 -15 18 -17 17 23 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.004564128884526575 0.0022605720530300077 -0.025858046988953699 -0.0096946308359958933 -0.0052981540185269883 -0.028191760216677759 0.057643348142480413 0.040141438444268457 -0.010422853298439259 0.02069657053384108 0.01072348779520451 -0.004448443737303338 -0.01893259089324385 -0.011591942426162778 0.013479995178499746 -0.017414950108731963 -0.032668350776182555 0.011457059981475637 -0.002549250632273457 0.0044788935232390982 0.023930999261754751 0.022550612548741088 0.015122781708679055 0.015598850338619165 -0.013071552074561031 -0.02217835542789082 0.0028264076592112411 0.022055715447957897 -0.0081057314412085867 0.014077280483083047 0.0040098126640375816
leaf_weight=3588.7734685707837 2257.1150964302942 1382.1070597684011 3164.4470865642652 963.76616394519806 991.65864299051464 52.664531951770186 243.23742493614554 2603.5394376665354 402.69919167319313 2544.9691970250569 871.66106789140031 900.26763419155031 1177.920829099603 1066.8092057881877 1613.471831234172 1135.895952637773 970.12876511970535 1914.0021085422486 1105.7744954596274 830.87888466566801 2789.6265546251088 2251.2704939749092 4682.2584092146717 6574.5069303335622 545.68339103972539 1848.0514699057676 538.45282854931429 1834.9472900168039 4256.2754459409043 2244.8097536377609
leaf_count=45668 23365 18919 20431 5287 36993 212 1656 19427 8917 12722 6136 8440 21509 7212 33442 30100 8775 14255 9149 6196 11420 10430 32734 89147 5813 15575 3743 18528 25420 10346
internal_value=-1.22871e-05 0.00248964 0.000623015 0.00698201 -0.00557006 -0.00413718 -0.00171967 0.00200982 -0.0113405 0.000705797 0.0058107 -0.00193443 0.00421633 0.00032351 -0.014642 -0.0286667 -0.00423559 -0.00758148 -0.00851188 0.00139245 0.015296 0.00900123 0.0112604 -0.00951092 -0.00170295 0.00937206 0.00285293 -0.0157325 0.0109282 -0.00400737
internal_weight=57347.7 39545.5 32606.2 13958.9 17802.1 18647.3 15430.2 11119.7 4310.51 7954.23 8516.17 3388.24 2487.97 2244.73 3907.81 1188.56 16810.5 10542.8 2719.25 6267.7 6004.66 3215.04 6939.37 9572.65 2998.14 2678.93 2452.45 3217.05 5127.94 5409.26
internal_count=561967 335802 279703 70636 226165 209067 171620 89800 81820 43499 70373 38817 30377 28721 72903 30312 189172 121733 42591 67439 27137 15717 56099 112958 23811 21771 17998 37447 31556 30777
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=0
split_feature=28 29 7 30 28 4 38 40 15 37 29 47 40 38 49 0 0 41 7 38 37 35 47 34 26 21 21 25 25 36
split_gain=303.529 304.163 239.308 238.837 213.913 169.893 155.584 169.652 151.75 138.909 126.616 117.507 109.231 105.437 102.643 102.327 100.401 100.201 98.4378 95.2196 122.815 94.925 90.3249 119.521 89.6889 123.197 86.8284 107.485 104.921 133.25
threshold=0.30408897115985206 9.8427544059763772 3.8650000000000007 2.6205940137412158 0.76780248707518728 1.0000000180025095e-35 6.8053869173832124 0.17194993757688212 18.688818105135077 0.16044709412623789 5.3693716021688784 0.24480178218639129 0.18831749777970813 5.5639902021752095 0.38777721017733174 5.3500000000000005 21.850000000000005 6.4164569320273772 4.7350000000000012 4.017757478109794 0.2442129601930976 3.6916070280446096 1.9731789334839605 0.22202686697334909 5.8604686805929003 5.7872488584713802 1.7810250017274802 2.8961615650038164 2.0489582450407533 161.01806688246339
decision_type=2 2 2 2 2 2 2 2 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 5 13 6 9 -8 16 12 -6 -11 -3 -2 -12 26 -4 22 -5 20 -16 -22 -13 -24 -1 -26 28 -28 -9 -30
right_child=1 3 8 18 10 -7 7 15 -10 11 14 17 -14 -15 19 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.032836545963027146 -0.015005787045196319 -0.030294469002182536 0.012707986920139436 -0.0011280664794800705 0.012901828481589753 -0.022438247701611184 -0.0052138771469334797 0.023057260341899474 -0.011906441887101845 0.01130581627154937 -0.0059855032752111651 -0.012998582354863822 -0.0054867475250261711 -0.0011882096902562716 -0.037550880281228737 -0.00030996101245271842 -0.074823785030021336 0.005080629641782821 0.010613287282533039 0.0094230580463219825 -0.011446424721091903 0.014042720010678942 0.012640589336995744 -0.010972551132380845 0.01917852252974233 -0.027007971634378264 -0.0028156743101581875 0.024050880334257705 0.42904147976228196 0.097089599235160085
leaf_weight=863.01118057826534 2441.3886251864024 1139.4574078898877 8948.9230334307067 3519.0889898543246 3335.2516161464155 1422.6254950552247 4490.0929690743797 70.082295589148998 692.34082376398146 914.52503105718642 3034.7135351393372 5650.581573034171 726.71472975471988 3177.4838573178276 242.6480660950765 1377.8069079839624 32.88064453843981 1353.0129157332703 3622.8657075343654 4158.0217089718208 756.65724772494286 706.15330863930285 923.82531340047717 1276.1596258440986 249.28825399372727 343.08747105579823 562.03122518258169 1102.631202316843 3.2801027782261363 38.588222208898515
leaf_count=34887 30833 25098 45996 31709 15164 49653 68163 1142 4222 7183 21194 58203 6403 42147 2108 9736 284 17889 20614 28128 4510 3451 5310 7212 2669 4573 6240 6828 65 353
internal_value=-1.15885e-05 0.000577188 0.00431586 -0.00307304 0.000883975 -0.00575354 -0.00454429 0.00102932 0.0106489 -0.00809957 0.00459327 -0.00578774 -0.020634 -0.00719192 0.00147902 0.00991606 0.0123876 -0.00748626 0.00482791 0.00534238 -0.00460659 0.000858138 -0.00965212 -0.00105684 -0.0225531 -0.0075714 0.0178466 0.0149801 0.0604706 0.123096
internal_weight=57175.2 55719.8 27526.5 28193.4 17852.3 21051.4 19628.8 7644.51 9674.14 11984.3 12233.4 10118.1 1866.17 5618.87 8898.19 3154.42 8981.8 9203.58 7141.95 5863.48 1705.46 1462.81 7850.57 2199.98 1455.39 592.376 1776.61 1664.66 111.951 41.8683
internal_count=561967 519838 198037 321801 147535 269478 219825 92527 50502 127298 74555 95797 31501 72980 59391 24364 46280 88614 52323 38197 10069 7961 70725 12522 42129 7242 14628 13068 1560 418
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=0
split_feature=22 7 1 1 35 40 39 22 26 25 38 42 24 12 19 26 38 17 0 0 16 0 8 0 17 36 37 36 31 41
split_gain=298.463 319.357 257.083 264.474 208.008 301.587 213.159 300.394 215.464 243.809 213.694 195.631 190.18 178.923 152.042 142.327 161.037 149.921 138.335 125.238 124.735 122.686 116.967 113.124 107.668 117.621 107.296 105.383 93.2978 101.31
threshold=12.164182562587213 2.1750000000000003 1.5000000000000002 3.5000000000000004 7.0403780603535839 0.14245921468382153 1965.2377630416443 208.72674472138073 9.6523458528400088 16.614159606224082 3.8239736287581985 16.534609250398727 9.7014191847567801 42.306158854984822 7.175317269051817 3.1139088588953316 6.5141411521963724 225.3786288537942 8.4500000000000011 17.450000000000003 5.9169492471284926 3.4500000000000006 89.230000000000018 7.1500000000000012 16.310857543659896 361.75442312793672 0.13738299632110229 193.57504647199559 -0.51000226197285747 4.1357229064845349
decision_type=2 2 2 2 2 2 2 2 2 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 13 4 6 18 7 8 9 11 -10 15 24 27 21 20 28 -18 26 22 -4 -14 -8 -13 -2 -26 -6 -3 29 -17
right_child=1 2 3 -5 5 -7 19 -9 10 -11 -12 23 14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.013164679940581958 0.0085275909229419519 -0.0080335654763262487 -0.023996093119826742 0.031085334688146699 -0.0134506023096346 0.013318193494091383 0.022416530152067373 -0.025814425405706012 -0.0098960240022507914 -0.043848425674239189 0.012235748437666888 -0.0019738637011517015 0.043279522198655496 0.013907459556283728 -0.0052977044795023496 -0.070809808143078801 0.017935074528644089 -0.0053017751761424876 0.012425599304393242 -0.11521922675861609 0.044981213355602762 0.0043033925647811017 -0.022793321244446069 0.019214116699795801 -0.022022548739185972 -0.008037461967481398 0.0073877394572268596 0.0062243751799632551 -0.012710113510639793 0.098098709191408839
leaf_weight=3996.6303546261042 491.10667521506548 1988.651029589586 1869.4534479845315 614.65599939506501 2937.9538468555547 4587.3043932202272 1122.7337384335697 1753.1507271691225 1639.9688860205933 444.61431829025969 3256.3945693876594 1740.337087222375 312.06839663535357 5477.7419205307961 3284.4581702738069 11.721889897249637 1037.9804724599235 2095.4820978660136 937.07387734390795 18.258828115649521 67.922871780581772 571.92071000905707 163.95875045657158 987.37501297798008 3384.1631495859474 2705.379543078132 782.18875483144075 3720.7321208324283 4989.1501310309395 36.584886121563613
leaf_count=17630 3089 10744 40169 2140 53068 37087 5704 27315 9735 8563 15158 11276 3720 22480 45464 181 8312 16085 6564 176 717 7824 1154 4497 61610 53573 11150 16183 60121 478
internal_value=-1.15179e-05 -0.00100454 0.000951857 -0.00138672 -0.00204155 0.00421868 -0.00476689 -0.00604874 -0.00414236 -0.00744776 0.00482302 -0.00618691 -0.00869999 0.00745185 -0.000343706 -0.00939343 -0.00650444 0.00239559 -0.00474424 0.0148104 -0.0215778 0.0180629 0.0166556 0.00569574 -0.0139932 -0.0158094 -0.00906918 0.00125815 -0.0120406 0.0571122
internal_weight=57027.1 53030.5 42281.4 31094.3 30479.6 9244.52 21235.1 19930.1 18177 13280.6 4896.36 12836 10749.1 11187.1 4168.45 10108.3 8170.92 3133.46 4657.22 1304.95 1937.38 883.989 1286.69 2727.71 6580.65 6089.54 3720.14 5709.38 5037.46 48.3068
internal_count=561967 544337 369057 319650 317510 107869 209641 202607 175292 150399 24893 141836 175280 49407 57008 126063 85177 24397 70782 7034 40886 11544 6858 15773 118272 115183 64218 26927 60780 659
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=0
split_feature=23 8 26 36 18 26 12 16 17 49 0 26 35 42 26 31 23 0 37 38 31 21 8 28 28 26 16 21 18 12
split_gain=282.539 278.995 230.299 211.764 268.609 207.505 223.35 218.949 183.791 180.988 172.641 154.812 151.052 144.774 137.43 143.671 135.046 170.033 119.599 201.283 130.057 119.571 133.488 113.012 110.268 108.113 249.12 169.424 134.445 101.175
threshold=12.005133855918311 1.175 3.9540549417699018 351.84383202584871 81.36657684509025 5.7673598594612114 138.98672494702632 4.8532562343601873 38.038794081631103 0.23103904958817167 8.5500000000000025 20.585333041747401 4.0252690699528273 15.27162633945612 7.5278262768776605 -0.36413034937069283 4.1859780098442529 5.7500000000000009 0.14942976966647639 9.050371736887227 0.018288364535914415 4.5013477699617441 1.4850000000000001 6.3674858893649491 0.30408897115985206 2.5889924027482416 2.3624634476834392 1.2866616986341544 16.962482235413358 68.352507956229587
decision_type=2 2 2 2 2 2 2 2 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 23 8 9 6 16 10 29 -5 -7 12 -10 -12 15 -14 -1 25 19 -11 -20 -19 -23 -2 -22 -18 27 28 -27 -3
right_child=1 3 -4 4 -6 7 -8 -9 11 18 13 -13 14 -15 -16 -17 17 21 20 -21 24 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.010499012113815678 -0.038819466615015091 -0.0010964345105713969 -0.0068939730872173526 -0.0053610311045252414 -0.0083796519760206481 0.030165848505854888 0.023376384835399111 0.0056679995675741543 -0.024156263738877165 -0.0064426806925270757 -0.0515819665133233 0.016700362561339357 0.033187162098698181 0.017264001492648492 0.0038369094649189947 -0.015361331697885592 -0.022439304492052815 -0.009538893158244223 -0.0043532967989890143 0.0094321983662070362 -0.039814010734035919 0.057531812726345333 0.0074224083154364549 0.32621310271179094 0.015384552980296652 0.029575515560526219 -0.011118199926905511 0.023536325432948764 0.49780413170080301 0.021583724143270994
leaf_weight=1988.4681897712871 942.84983432618901 2826.1417705207132 1607.2311977935024 3952.4355426835828 5515.275737951044 1966.2680596578866 1013.5108285602182 4580.6620362298563 2086.0119801438414 3519.5075180041604 124.40057798288763 476.37568399962038 158.7514027711004 197.7427069619298 1628.6902356594801 3803.3370741698891 1306.4313514512032 1099.6065063504502 1085.7701566354372 4615.079768223688 91.938281503506005 140.82472169678658 2363.6064986018464 2.1251053297892204 5689.2451714309864 2.7919871956109992 2963.1156528480351 503.17182168830186 3.4000882809050381 595.30066438345239
leaf_count=11244 78235 20106 38592 35140 40657 6654 11233 21004 21188 33572 870 1724 2552 1105 10253 63418 24356 13364 10663 35756 1747 1045 10829 43 29009 48 29538 3971 27 4024
internal_value=-1.11088e-05 -0.00243521 -0.0184107 -0.00130401 0.00133185 0.00511439 0.000973545 0.0119775 -0.00687636 0.00415773 0.0246071 -0.0109579 -0.0126742 -0.00932193 -0.00839001 -0.0134161 -0.00121569 -0.00399447 0.00666563 0.00256378 0.0115247 0.00420543 0.0102401 -0.0379986 0.0145067 -0.0101785 -0.00556563 0.0267352 0.286681 0.00284971
internal_weight=56850.1 38596.1 2552.21 36043.9 24469.3 18254 11384.9 6869.07 11574.6 18954 2288.41 8153.17 7676.79 322.143 5590.78 3962.09 10371.4 8382.95 15001.5 8134.59 6866.95 3604.04 2504.43 944.975 5781.18 4778.91 3472.48 509.364 6.19208 3421.44
internal_count=561967 426679 116870 309809 186544 135288 105655 29633 123265 145887 8629 99135 97411 1975 76223 65970 94422 83178 110747 69328 41419 25238 11874 78278 30756 57940 33584 4046 75 24130
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=31
num_cat=0
split_feature=47 22 12 26 0 23 16 25 23 43 43 0 39 33 0 35 8 0 26 38 0 21 38 18 17 21 17 36 24 22
split_gain=270.817 273.545 372.689 303.257 275.507 242.508 235.555 224.295 185.916 175.512 177.931 169.653 165.959 231 204.846 163.323 203.387 143.02 125.871 165.258 152.772 122.477 113.868 112.168 111.486 108.312 101.736 117.961 100.039 98.7829
threshold=43.126557889260319 114.47097308551288 149.02430445170069 7.5278262768776605 3.9500000000000006 13.032118347460049 5.7276521914567953 9.9697166080432194 8.6064751693546793 6.386755219675746 1.5787387207917747 6.2500000000000009 988.83872626905224 625.08377755605068 4.7500000000000009 8.7257933037786604 1.385 8.5500000000000025 14.508401582363096 3.2443637675133394 5.1500000000000012 4.2434945258169448 12.293339524452586 25.568291102373855 88.047310709186505 5.431873760858867 214.43595625275631 324.38668284397704 4.2829868041957644 267.46985020925848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 11 9 -1 10 23 -5 15 14 -14 22 -17 -11 20 -20 -8 -12 29 -6 -4 -13 27 -23 -10 -7
right_child=-2 5 24 6 7 12 18 -9 28 17 21 25 13 -15 -16 16 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014306723420053158 0.013707324976989517 0.016425060622154035 0.026008997668986511 0.024771848697696237 0.014207025908199744 -0.015467988616616605 -0.010053512856981349 -0.027337654796389877 -0.033799356133049643 0.0044161584752139098 -0.016416249730507051 -0.045674888574342078 0.026112399363897188 -0.010738678143903951 -0.0084705990279134048 -0.030628802987577947 0.012410771861830941 0.027680351051339605 -0.0050371708258226617 0.019639591324720256 0.0061583583010060821 -0.0070490135319731199 0.024293407544661715 -0.0010643119734519218 0.0092848381336184116 0.0058088134589141215 -0.019805401433206318 0.008254756024072999 -0.014927609319552271 -0.031071620406687712
leaf_weight=2396.6234018178657 3382.8745274646208 988.90085584158078 1342.0092446831986 2264.5878981528804 2120.4969893447123 3897.6601188918576 3176.5026266947389 750.35087986337021 884.3109123101458 2330.5073252632283 2257.3283136421815 117.88385367766023 1054.9553888840601 2957.5700908731669 720.73460116470233 375.0799482986331 1023.5158237097785 921.99338306114078 1102.3725401489064 1764.3298163255677 2678.5402790438384 2796.692504927516 152.52836550399661 2777.2172289234586 3870.3278351244517 765.87218204047531 756.97505638934672 2290.3708704002202 3410.6840288108215 1371.1240587742068
leaf_count=20633 17607 14937 9426 7648 15950 66959 19620 11480 16673 12434 45415 716 10093 37197 6823 26083 9023 3710 5142 6519 12612 22049 1994 22923 34641 3610 5911 13518 53521 27100
internal_value=-1.11881e-05 -0.000881588 0.00110464 -0.000725368 -0.00399339 -0.0073391 0.00579783 -0.000610886 -0.0125876 0.000623114 -0.00197602 0.0175211 -0.00937321 -0.0021799 0.0120755 -0.0143656 0.000868279 0.0110109 0.001566 0.0101503 -0.00263697 -0.0065244 -0.0182957 0.00554751 0.0135908 -0.00105858 -0.00270355 -0.00015873 -0.0188132 -0.0195286
internal_weight=56700.9 53318 40776 35563.6 23693.6 12542.1 11870.1 17001.9 6691.62 16251.6 12999.1 3148.34 11553.2 4733.26 1775.69 6819.91 1398.6 3252.5 8721.75 2866.7 5855.04 8101.37 5421.31 4897.71 5212.34 883.756 5844.04 5087.06 4294.99 5268.78
internal_count=561967 544360 344151 300084 244217 200209 55867 153390 90827 141910 125766 11974 185272 54113 16916 131159 35106 16144 43893 11661 32232 86893 96053 38873 44067 4326 41478 35567 70194 94059
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=31
num_cat=0
split_feature=1 1 28 12 38 37 35 40 38 37 49 35 26 26 0 16 34 26 17 8 45 23 20 13 33 26 0 38 14 40
split_gain=259.725 289.47 216.606 199.093 191.524 328.072 313.771 195.217 191.431 224.178 221.918 215.94 177.194 135.945 136.163 134.701 129.523 124.781 140.052 124.308 107.929 101.705 130.454 101.396 99.1659 95.0513 94.9582 94.5735 91.289 90.5203
threshold=1.5000000000000002 3.5000000000000004 0.30408897115985206 46.584517728720705 8.7170944978004297 0.14656452209482082 8.1907098985743865 0.1399466360225253 4.480343492112997 0.25074187495221295 0.20993398193189719 3.9763716651561523 16.378779625725933 5.3343308287194811 4.9500000000000011 10.398595370490062 0.11182053148003156 3.6040026100829814 377.99695241704745 4.0750000000000011 0.20944335043210763 3.4075737895381164 5.8954333803590737 4.1374004040050698 7592.3019548640486 15.694981129924964 4.2500000000000009 28.0308464866789 11.508048599681453 0.31658101006690736
decision_type=2 2 2 2 2 2 2 2 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 21 5 12 8 16 9 15 25 -11 17 14 23 19 20 -4 -19 29 -6 -1 28 -12 -5 -10 -13 -18 -23 -7
right_child=1 -3 4 24 7 6 -8 -9 10 11 13 26 -14 -15 -16 -17 27 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020037884090747936 -0.023555740865632627 0.029600455919569148 -0.028193436571050556 0.013732374793863376 -0.013321743048740212 -0.03176842170308708 0.016159405942267464 0.012472425918812986 -0.019817304027367685 -0.011036774779319887 0.027936500739617367 -0.0036937400776248957 0.017645415019441984 0.0094293651765428171 0.0049109400302994382 0.00098447703676134732 0.0023938907876631822 -0.0052487096578739999 -0.023927995524292898 0.0068967778246224231 0.0099468551018075373 -0.0031491137158773021 0.0063344644262433598 -0.017898683494831234 -0.013255631567438043 0.015143041263522143 0.016088461064478751 0.02986939855776867 -0.023685799224744293 0.016006567165469058
leaf_weight=652.25591395422816 1214.1655843574554 703.16435560863465 1608.3603175757453 5992.6209828322753 2496.3616594630294 1993.3647188828327 2317.4178763986565 4002.7837647479028 1501.326615198981 3584.5015169517137 131.53862233739346 1020.0432955920696 411.23265448398888 5340.4766573617235 2304.9970614505 613.49366121459752 1744.2710393755697 2815.4137143334374 1559.2305659162812 265.90252890903503 622.65550889261067 4848.1882400689647 4133.1470386609435 1458.9110443536192 360.8749404232949 223.3460460389033 1496.7734815408476 381.74208871368319 609.1104095634073 104.33782462589443
leaf_count=2398 40634 2493 47227 26020 48496 29934 22308 31490 17563 27774 1176 8905 1510 36788 24866 4768 25145 33715 16168 1082 10652 26708 18038 39098 1649 983 8468 1850 3596 465
internal_value=-1.07172e-05 -0.0021964 -0.00276659 0.00524612 -0.00210231 -0.00411555 -0.00125911 0.00415666 -0.00327348 -0.00864319 0.00117412 -0.00315478 -0.0141026 0.00424854 -0.00285414 -0.0198912 -0.00218958 -0.0162848 -0.0119065 -0.0253097 -0.00867659 0.00093299 -0.000366353 -0.0141079 0.0121995 -0.0152899 0.00807091 0.00732733 -0.00544129 -0.0293921
internal_weight=56512 39915.8 39212.6 16596.2 37998.5 28750.7 22356.4 9247.81 20039 9078.42 10960.6 6101.32 6394.24 9235.92 3895.45 2977.1 5245.03 5983 4374.64 2363.61 3119.02 10242.7 9590.45 1590.45 6353.5 1724.67 2516.82 2126.01 5457.3 2097.7
internal_count=561967 483558 481065 78409 440431 322798 224178 117633 201870 81396 120474 45147 98620 101928 65140 36249 86143 97110 49883 31481 59148 50740 48342 40274 27669 18546 17373 26995 30304 30399
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=31
num_cat=0
split_feature=30 43 42 0 12 26 0 22 4 25 26 38 17 42 0 42 35 37 36 43 47 24 25 18 16 33 28 29 8 43
split_gain=256.001 216.297 302.66 239.925 193.294 198.017 231.005 214.033 178.95 167.024 156.893 144.358 153.051 139.775 163.607 136.056 127.103 105.787 115.046 105.492 136.101 108.584 99.7669 96.7491 96.0033 91.4974 89.8006 96.4697 89.0011 88.7118
threshold=0.48493280686219159 1.0211838813967957 15.534840540138786 6.7500000000000009 234.57190224441197 14.508401582363096 6.5500000000000007 12.164182562587213 1.0000000180025095e-35 17.222203410146502 3.628859369536066 5.1394032536853187 397.55547774868518 10.222317637517294 4.4500000000000011 11.253371850174693 3.4333334911413012 0.25294469039406353 169.84082087528918 1.715201732106425 0.36022248065429768 10.985559558807966 11.140190308839429 43.147314245866689 6.7697778479491229 243.09325081330579 0.66795876672349774 6.5838614006403295 1.3550000000000002 5.3205922304031317
decision_type=2 2 2 2 2 2 2 2 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 23 4 16 5 7 -7 -3 19 10 13 -12 -13 -9 24 -6 -4 18 -18 21 -21 -1 -17 -2 -15 -23 -22 -28 -26 -5
right_child=1 2 3 29 15 6 -8 9 -10 -11 11 12 -14 14 -16 22 17 -19 -20 20 26 25 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0043821984885095101 0.01508773299259541 0.017750899064158547 -0.0084437141968679071 0.0075771949271990369 -0.0033549366501870667 0.023357714187426371 -0.024712694478411963 -0.034237827711279208 -0.026185044750180526 -0.035087430555807667 -0.013033919109973284 0.0043307853616512326 -0.01369890671274133 -0.032077105105515626 -0.0036592944868047922 0.029364719919247703 -0.016766615917775059 0.011893917741845721 0.0041566752718352465 0.0071509438682143258 -0.021475012573167987 0.022877517131864311 -0.011130385166851581 0.0028574858226924635 0.28002687960072975 0.0027784017047450624 0.0032065095375159677 -0.010226105514672209 0.025578204149753786 0.021607650253782459
leaf_weight=3543.6457633376122 4169.2513797241263 814.27932333573699 2388.5464084227569 1997.3713321527466 914.49369784398004 1094.3007917869836 323.89519984833896 825.2608303478919 945.56502167182043 571.62129398155957 3063.8872760473751 5028.0492053553462 1536.8304352867417 859.84129421412945 2171.7096441327594 925.03314990224317 856.47900169668719 3036.0414590649307 2820.4846609598026 1477.2120521413162 1282.9145931727253 820.03614154551178 182.02681949688122 2641.5264964648522 4.0293573290109661 1829.4891308583319 1729.3687138641253 5885.584702948574 23.363077891990542 2584.2979612909257
leaf_count=45668 34216 3483 13046 10159 16242 3921 1741 23341 36993 9511 33374 42705 11593 26134 28397 6590 7370 14210 14674 14928 28321 6196 1760 21883 61 15575 10305 68179 214 11177
internal_value=-1.04124e-05 0.00225293 0.000531959 0.00615943 -0.00366694 -0.00547377 0.0123791 -0.00717315 -0.00502881 -0.0086141 -0.00749423 -0.00407238 0.000110056 -0.0159769 -0.0110503 0.010917 0.00146193 0.00498644 -0.000717009 -0.00382141 -0.0069039 0.00134253 0.0227064 0.0103443 -0.0291415 0.00899914 -0.00923727 -0.00717554 0.063007 0.0154911
internal_weight=56346.4 38832.6 32021.8 13683.2 18338.6 16317.1 1418.2 14898.9 17513.8 14084.6 13513 9628.77 6564.88 3884.2 3058.94 2021.55 9101.55 6713.01 3676.96 16568.3 10375.1 6193.17 1107.06 6810.78 887.234 2649.53 8897.87 7614.95 27.3924 4581.67
internal_count=561967 335802 279703 70636 209067 184475 5662 178813 226165 175330 165819 87672 54298 78147 54806 24592 49300 36254 22044 189172 121733 67439 8350 56099 26409 21771 106805 78484 275 21336
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=31
num_cat=0
split_feature=7 22 12 3 26 38 23 49 26 23 24 14 36 19 26 0 4 35 42 0 31 15 22 31 22 43 26 16 0 31
split_gain=247.137 260.397 265.87 200.103 184.803 177.662 168.798 158.555 138.452 133.025 153 133.024 131.129 129.426 127.135 123.561 116.581 106.62 106.544 102.546 102.352 114.645 97.2356 96.6904 103.418 95.3203 89.3004 209.164 145.92 119.288
threshold=2.1750000000000003 114.47097308551288 170.36412127753132 1.0000000180025095e-35 3.1828007057733161 3.8239736287581985 14.903196077539237 0.66224198877800078 44.645222937331518 5.4554443287987313 9.7014191847567801 17.160554661600305 193.57504647199559 7.175317269051817 8.1504891883605541 4.9500000000000011 1.0000000180025095e-35 4.69572334720268 18.469763055522812 3.4500000000000006 5.0913751032908108 0.0089684257126865039 12.844864147976683 -0.54879856812894734 545.73163465777554 7.5020011344179229 22.361540467440268 18.899420142426827 4.6500000000000012 0.85370243907785437
decision_type=2 2 2 2 2 2 2 2 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 11 15 18 -3 14 9 -1 23 12 -2 19 17 -5 -14 -7 -6 -12 26 -22 -9 24 -11 -25 -8 28 -28 -29
right_child=1 6 -4 4 5 7 20 22 -10 10 13 -13 16 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=0.0067802314296141215 0.0012169223358732466 0.013427266785444147 0.016072381975460258 -0.02254049667563518 -0.019618383205492307 -0.011645064144082961 -0.011263467431088397 0.038725186652180964 0.029708628750356986 0.028746551015148083 0.039786340387007811 -0.006736152712972625 0.01486172317411198 -0.0062416084450664534 0.0093612325145153545 -0.0037056844150630841 -0.035974947967204816 0.0016966701999733911 -0.00062509464965501552 0.0030193146535744098 -0.19038773514350982 0.015206690668495003 0.010772098073916441 -0.016506763818869893 0.34247040177744698 0.009104287909092755 0.040908924603980525 -0.0070962378950983999 -0.0031736330638646166 -0.058391979777826453
leaf_weight=1480.4550957959145 2979.3867785511538 1079.7164761838503 3913.2038080040365 1404.6988801206462 1380.7046119445004 2301.8112215674482 7021.6994043425657 350.36883157584816 259.47358543332666 82.547135800123215 292.9082293715328 1386.3072462626733 6211.8049984471872 3098.7712227362208 3065.043867581524 2290.8264416814782 114.86028935527429 4285.2103594345972 1587.0970356464386 537.93215500283986 6.8613558560609809 576.80795952212065 2776.0585175915621 5738.2033939636312 2.7132273502647868 387.86101318895817 412.74685436859727 687.03401231393218 344.33266978897154 135.72759169526398
leaf_count=9743 14522 12445 26627 33072 13442 20924 106676 1033 862 1033 3691 6642 25411 44908 14222 25701 2339 36946 8346 7729 67 3349 20591 112430 36 1534 1050 4251 1531 814
internal_value=-1.01422e-05 0.00170681 0.00381138 0.00221917 -0.000802418 0.00155918 -0.00527374 0.00411868 -0.00641391 -0.00722042 -0.00926435 0.0077133 0.00986581 -0.001543 0.000948858 -0.0108649 0.0139388 -0.00296555 -0.00946131 0.0159813 -0.00747203 0.0127898 0.0139047 -0.0141493 0.0387301 -0.0148852 -0.00884693 0.00189354 0.0208594 -0.0155583
internal_weight=56193.2 44312.3 34047.4 30134.2 19441.8 15746.3 10264.9 12778.5 11880.9 11621.4 10140.9 10692.4 9306.05 3929.61 9652.07 3695.53 6326.67 6587.02 2967.8 830.84 9185.21 583.669 3126.43 6211.32 85.2604 6126.06 8601.54 1579.84 757.08 822.762
internal_count=561967 380001 249818 223191 174277 115504 130183 93716 181966 181104 171361 48914 42272 56328 72092 58773 27750 57870 21788 11420 117738 3416 21624 115033 1069 113964 114322 7646 2581 5065
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=31
num_cat=0
split_feature=6 1 38 37 35 38 1 38 37 49 26 40 43 40 35 17 20 34 45 8 16 1 37 38 24 40 26 38 29 35
split_gain=238.408 216.202 192.367 283.396 244.473 187.342 166.579 168.032 177.304 164.811 164.064 163.268 161.123 153.763 142.031 124.883 121.898 115.151 103.623 101.273 98.7753 98.5824 98.1895 98.7473 97.4189 90.1295 86.8293 82.2363 81.0113 79.1804
threshold=1.0000000180025095e-35 1.5000000000000002 8.7771752590833145 0.1451334994107831 7.7876184574379463 4.8429824143840055 2.5000000000000004 5.3726885207907111 0.22772907078093435 0.20355769928689893 3.1828007057733161 0.14082785826582819 2.1209610901918601 0.32094938406144452 4.0724796619976784 377.99695241704745 6.2308527760962624 0.11182053148003156 0.20944335043210763 4.0150000000000006 7.9035279158516909 3.5000000000000004 0.27236394656506119 3.6011210936764484 5.4341919235396281 0.19664265191832409 14.508401582363096 28.0308464866789 30.598171384938567 3.6010930640285266
decision_type=2 2 2 2 2 2 2 2 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 12 3 10 6 21 7 8 13 -9 -3 17 -2 19 -10 25 -14 18 -4 20 -5 22 23 -1 -13 -12 -17 -19 -6 -24
right_child=1 2 11 4 28 -7 -8 9 14 -11 15 24 16 -15 -16 26 -18 27 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024520181105683707 0.011487585732971871 -0.031848725248401134 -0.013887636349932252 -0.026891649739385754 0.014178354119972059 0.016422580603815198 -0.035595556997545401 -0.018550809553020128 -0.0094761919374925507 0.0062668930026810142 -0.01098600333720471 -0.0020270282574764344 -0.0050705947255362009 0.023734155267871235 0.0049036219297085674 -0.026085480486086707 0.0066055017113766171 0.0016069793086126033 0.0092771307469129913 0.0057558458469618079 -0.0074241426898608662 0.024961106538452349 -0.0041967606570651583 -0.0013685376262516011 0.01601028657117327 0.0074608083025770921 0.006644439984042909 0.028119220226799385 -0.021997081880133645 0.015379275004005653
leaf_weight=663.98230669042096 4660.4037755858153 1191.7711265203543 2384.4515547454357 2396.1843400467187 2342.2288029715419 3590.5913936733268 431.84095921041444 775.50857563316822 3806.2391536887735 4869.163638190832 2005.6508346232586 1044.4618839244358 5096.3882923927158 225.70529754180461 3128.6734062223695 1515.7410919610411 3981.791258324869 1678.7711056899279 605.32959607802331 377.1515302201733 894.93405825551599 399.96764097642154 926.2183538088575 1503.4678282556124 2642.5073136207648 988.52025119448081 233.90625330433249 354.20194278797135 165.70883393846452 1167.8411956075579
leaf_count=5969 20463 43260 50431 49129 23705 21819 8377 8708 31720 54146 34040 11228 29538 985 27482 18768 17367 26063 11175 1610 9516 1370 4748 12701 19250 6452 1071 1796 3548 5532
internal_value=-9.43548e-06 -0.00136439 -0.00350017 -0.00570281 -0.00277954 0.00783868 -0.00494067 -0.00413707 -0.00778294 0.00285725 -0.0152639 0.00291044 0.0039303 -0.016321 -0.00298876 -0.0110973 5.0672e-05 -0.00295476 -0.00919755 -0.0187856 -0.021598 0.00122677 -0.00100084 -0.00846087 0.0109006 -0.00489582 -0.0217099 0.00622617 0.0117881 0.00672065
internal_weight=56049.3 47797.2 34058.7 25348.9 19413.3 8252.07 16905.4 16473.6 10828.9 5644.67 5935.59 8709.72 13738.6 3893.98 6934.91 4743.82 9078.18 5022.75 2989.78 3668.27 3291.12 4661.48 4261.51 2167.45 3686.97 2994.17 1749.65 2032.97 2507.94 2094.06
internal_count=561967 509828 442460 322517 218926 52139 191673 183296 120442 62854 103591 119943 67368 61240 59202 60331 46905 89465 61606 60255 58645 30320 28950 18670 30478 40492 19839 27859 27253 10280
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=31
num_cat=0
split_feature=22 28 7 29 28 0 39 33 27 26 16 12 0 29 0 19 8 1 31 28 9 43 14 22 36 36 17 1 23 26
split_gain=231.91 229.447 228.879 210.111 157.586 156.989 149.35 160.531 152.07 132.186 225.638 131.079 130.675 129.118 126.241 124.835 118.075 101.374 100.886 100.585 88.9326 88.8145 87.2823 87.1075 108.362 86.4316 136.395 92.8194 83.3366 77.9521
threshold=18.158878503825175 0.30408897115985206 2.1150000000000007 15.184697260957909 0.6006089324193461 4.8500000000000005 739.0350874012646 433.6209853529885 13.507360406968342 16.378779625725933 14.283821939572933 42.306158854984822 4.8500000000000005 6.5838614006403295 17.050000000000004 14.453284424279291 2.0150000000000001 3.5000000000000004 -0.44127067036178019 0.77425594914096896 2.0250000000000004 0.93016919559634748 65.483010189546818 9.7937240493571398 195.74261077462944 355.15747075206576 38.038794081631103 2.5000000000000004 2.8184535499628387 44.645222937331518
decision_type=2 2 2 2 2 2 2 2 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 28 6 4 -4 9 18 8 12 20 -11 23 -8 14 -7 21 19 -5 22 -17 -6 -15 -3 -1 -25 26 -20 -27 -2 -9
right_child=1 2 3 17 5 13 7 29 -10 10 -12 -13 -14 15 -16 16 -18 -19 25 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.012076291324516051 0.33526074855379612 0.019717077906909602 -0.0049342597315134261 -0.0060920078371262867 0.00015504428571418442 0.01718730887398218 0.035673703328621818 -0.010582498838294584 0.37148370265446606 0.033481825239599854 -0.0036984541104997954 0.017639413773704014 -0.013773943928570063 0.016623032876647872 -0.048897748065514945 -0.0026183503671331869 0.0046931030755273297 0.028179749520663253 -0.0053899494833538238 0.025649231358300315 -0.012445402395594302 -0.0095410746583809783 0.35476062432483113 -0.0089031665086735795 0.0072907277102416193 -0.0033644110896858615 -0.025316855426594016 -0.036248370875127368 -0.022949270623260156 0.031575427471757865
leaf_weight=2094.4467273456976 1.6257871724665154 201.09475404256955 4963.2853918536566 9765.5993880238384 5563.7477278253064 3863.031910144724 487.21993652079254 1134.505229070317 3.1291787335649124 726.51102651190013 930.95845278538764 2342.4508656701073 184.09602423850447 391.85569839505479 73.643484982661903 404.18128191214055 5431.7556610303 220.64653581567109 1371.2822803948075 1421.488042590674 1871.3106584153138 1882.7361635821871 1.9628266170620907 1975.810161688365 2164.9741650149226 2526.5692106001079 2297.4793248237111 234.5081523777917 1252.1232729749754 121.38171496614814
leaf_count=9638 19 3440 62267 120298 48736 17652 5516 24795 54 2184 5019 10208 2335 2390 560 4827 24901 796 14644 9841 14563 16026 9 11922 10380 33673 51305 12510 41020 439
internal_value=-9.24275e-06 -0.00138022 -0.000805929 0.000877853 0.00313187 0.00490636 -0.00818164 0.00405859 0.0237345 -0.000169895 0.0125986 0.00755517 0.0221136 0.00833327 0.0159511 0.00518716 0.00839052 -0.00533477 -0.0117438 0.0193911 -0.00301633 -0.00503365 0.0229557 0.00376673 -0.000436325 -0.0128397 -0.0178687 -0.00615736 -0.0224848 -0.00650793
internal_weight=55905.4 47327.7 46074 37510.8 27524.5 22561.2 8563.23 1930.33 674.445 9092.53 1657.47 8577.68 671.316 13468.7 3936.68 9532.02 7257.42 9986.25 6632.9 1825.67 7435.06 2274.59 203.058 6235.23 4140.78 6429.84 3668.76 2761.08 1253.75 1255.89
internal_count=561967 519819 478780 330060 208966 146699 148720 33139 7905 70502 7203 42148 7851 76197 18212 57985 39569 121094 115581 14668 63299 18416 3449 31940 22302 112132 65949 46183 41039 25234
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=31
num_cat=0
split_feature=47 22 12 40 35 41 26 8 31 43 25 17 12 26 21 39 26 7 28 36 22 21 0 7 26 23 17 8 31 19
split_gain=222.153 223.147 249.154 178.459 220.758 169.42 176.532 168.545 189.986 194.765 152.952 135.377 238.656 170.373 156.221 139.835 131.236 129.379 118.323 116.815 114.456 112.716 127.788 119.557 110.94 96.1334 93.6386 88.5896 98.7103 87.8912
threshold=204.53006794203776 55.9420508651639 81.795641916791382 0.27420851558888948 3.4333334911413012 4.4574876180525846 2.654116254209776 1.1050000000000002 -0.41182057144565959 1.6815903700399544 1.3038973083539644 384.70234038866636 311.54074793982591 4.9252221259052362 6.0285050916050356 2966.2696926644289 4.5269838576416559 23.655000000000005 6.3674858893649491 202.43604295474213 2907.497037675224 3.5496629784612437 5.4500000000000011 4.3150000000000004 24.724076470261334 12.349150419396581 38.038794081631103 1.5950000000000004 0.055025310917205791 2.4260106398240255
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 -7 16 10 17 -9 12 13 14 20 21 18 24 -3 -1 -11 22 -15 26 25 -10 -23 28 29 -8
right_child=-2 7 -4 4 -6 6 27 8 9 11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.023970750946902708 0.018138414970292057 -0.035576786365388219 0.011136528158834931 -0.0050144920781544288 0.01054030652841898 -0.011716330428914221 0.10028446479067739 0.13066042148139492 0.013630585419677529 -0.030168676363663684 0.020045274331419963 -0.026022903028705066 0.0182523002221818 0.048406888823817114 -0.0042126263130818371 0.018189749815737781 -0.0062191445599981132 -0.028115624395225428 0.3471710639765842 -0.0058912258880556264 0.52098739204114819 0.0067245941397149405 -0.051588865021450006 0.0023365840511854782 0.019524638071813923 -0.0013547742943170857 -0.015458076113233708 0.0010033153831143608 0.026263146449649302 -0.0055438368770105995
leaf_weight=1428.3544971868396 1636.925646959804 774.0659551024437 6297.9616286000237 3518.2310902969912 6486.4491883404553 2551.113627712708 20.399442000314593 33.503537638112903 1242.8805210175924 1552.1556483716704 464.82948846323416 975.90024897130206 887.60789652122185 167.2780789360404 964.33526205364615 601.26131838560104 860.00600452162325 360.6895888466388 2.0244931355118743 2385.717537635006 0.94252900034189124 542.66739562153816 39.492851221933961 1881.7936826553196 860.36901392508298 7704.7702375263907 3857.255543931853 6361.7992757456377 801.4730808516033 512.96198707772419
leaf_count=13982 8789 71962 42338 18342 31954 34804 256 355 11522 51775 5653 9910 8774 1560 8030 2552 19344 2666 38 15583 12 3930 592 12250 3306 83390 42431 33894 10475 11498
internal_value=-8.92478e-06 -0.000557628 0.00228278 -3.4161e-05 0.00507033 -0.0036659 -0.000317692 -0.00418546 -0.00304096 -0.00374387 0.0274821 -0.00821009 -0.0065537 -0.00884552 -0.0200195 -0.00487785 -0.0196715 0.0012942 -0.0345784 -0.0126619 -0.0298342 -0.00701543 0.0293079 -0.00821106 0.00237575 0.000726779 -0.0127222 0.00346048 0.0151713 -0.00149623
internal_weight=55775.2 54138.3 30364.5 24066.5 10004.7 14061.8 10247.7 23773.8 22137.7 21639.4 498.333 11470.7 10494.8 9607.18 2517.43 7089.75 1636.1 10168.7 776.09 3814.07 1553.1 6488.49 206.771 6281.72 9808.02 8947.65 4399.92 7696.63 1334.83 533.361
internal_count=561967 553178 213126 170788 50296 120492 90927 340052 248708 242700 6008 141816 131906 123132 59817 63315 91344 100884 72000 29565 51787 60763 2152 58611 98218 94912 46361 56123 22229 11754
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=31
num_cat=0
split_feature=23 26 25 0 16 0 24 21 43 14 0 19 38 8 21 35 0 21 26 26 31 19 25 8 12 0 0 18 25 29
split_gain=215.069 234.383 436.567 413.448 296.59 270.189 221.521 220.781 217.952 206.305 194.003 182.35 161.253 149.768 137.491 131.825 189.295 157.29 128.632 124.729 121.915 115.721 111.32 101.823 122.383 101.186 96.9555 93.192 90.9897 90.2164
threshold=6.9854450366310088 10.94434279063524 17.222203410146502 7.7500000000000009 10.873512161138891 5.8500000000000005 7.4041460355259776 10.748138512887435 5.0670908448214922 9.4961540923120502 3.7500000000000004 10.228354680211757 7.5679937234689971 1.175 9.5935251722849522 8.8070318809374459 15.65 8.5796794149453621 4.1988985616098384 17.188171244277232 -0.48132217558586005 3.8482226052176096 4.174195191514344 1.175 281.24880468962715 3.9500000000000006 14.550000000000002 37.049688963027343 4.6833423398185738 8.4090992777846463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 6 5 14 10 -7 11 12 -2 28 -8 -11 25 16 17 22 -1 -16 -12 -14 -13 -22 27 -3 -9 -25 -5 -6
right_child=1 4 -4 8 29 7 9 26 -10 13 20 15 21 -15 19 -17 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0020094153482661387 -0.020559249962187193 0.039336252388724152 -0.036016209513217448 -0.01198815204774561 0.0040292849728147213 -0.027521217332373733 -0.00051088763370241456 0.013380640440183758 0.021871899375035576 -0.031597158303650875 0.03912288708533488 0.0044205543138148111 0.069111078398397835 -0.0051121747423146791 0.0015913233512325536 0.020530160930569044 -0.033428822864532096 0.01532514897615278 0.015507751957877146 0.027600275472668762 -0.027700035229245558 0.01272129086854042 -0.019984021852862945 -0.0037887118505342517 0.017393466893571893 0.016822790058007974 -0.033896566874339805 -0.016598493907029617 -0.059289279727739452 -0.0087304231656755906
leaf_weight=3911.1753063239157 3369.5319809792563 1124.9674001298845 983.21860748715699 740.94202843867242 2445.898948055692 609.76565032079816 5365.4309313567355 1169.2004235405475 1999.0885587409139 574.93149178428575 144.94431002065539 1260.4480455946177 94.544632134027779 7457.0322715644725 1291.0742463804781 1255.7289383499883 344.5639075464569 1949.0104202162474 3216.3185672024265 716.92946598865092 560.7132329903543 2413.6528857527301 742.54785519326106 5074.8331209318712 536.82760970899835 897.06394176743925 119.53146892320365 1971.3714668704197 117.83853534422815 3194.7117680041119
leaf_count=30895 64748 3391 18531 8482 12756 3422 64908 5901 9167 31422 1788 9614 1451 78648 6167 7648 2443 8765 13513 2440 34990 32125 8183 48378 5159 3480 910 21308 1956 19378
internal_value=-9.58946e-06 -0.00120081 -0.00314502 -0.00224661 0.00500993 0.0128188 -0.00520748 -0.00273298 0.00745745 -0.00136997 -0.0104431 0.00296277 0.00438143 -0.00700798 0.020145 0.00627913 0.00211408 0.00521296 0.00810061 0.0108775 -0.00633064 0.0148469 -0.00462668 -0.00713963 -0.00561933 0.0293483 0.00899562 -0.0073726 -0.0184786 -0.00319752
internal_weight=55653.8 48526.3 36957.2 35974 11569.1 5928.53 27563.8 1898.5 8410.17 15905.6 11658.2 6411.08 7873.63 8031.96 4030.04 5552.3 4296.57 3952.01 7127.49 2008 8288.69 2508.2 2003 8143.75 7583.03 2022.03 1288.73 7046.2 858.781 5640.61
internal_count=561967 517559 459714 441183 57845 25711 384925 10233 56258 208554 176371 47091 98484 110070 15478 36653 29005 26562 44408 8607 111623 33576 17797 109835 74845 6871 6811 69686 10438 32134
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=31
num_cat=0
split_feature=47 47 26 25 0 21 0 16 0 21 16 26 21 29 23 24 0 0 38 26 29 29 8 17 19 26 16 21 9 18
split_gain=208.141 211.394 156.016 216.31 157.867 172.693 156.472 162.531 151.328 155.239 141.825 259.035 304.266 138.643 134.869 173.371 167.698 127.986 117.576 128.93 134.885 116.738 110.335 108.038 107.712 105.055 104.989 103.195 101.243 97.8311
threshold=1.2071968902707579 0.33990017076745688 7.1531703207480328 14.594166725646579 6.5500000000000007 4.4343249685114658 15.050000000000002 6.6449230043666585 5.8500000000000005 10.134252714111975 2.1576457348279665 2.5889924027482416 1.9323940829176711 26.982354446746296 12.120086482684046 16.853904789369171 6.7500000000000009 9.4500000000000011 4.5497190417868429 3.5555820698956686 1.6373403460249525 8.8267877171007711 1.6250000000000002 17.580300774999824 22.614246167863254 3.0914521836813056 2.6418555224080991 7.5475252972494848 1.9650000000000001 9.2207338815065523
decision_type=2 2 2 2 2 2 2 2 2 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 10 -6 7 8 27 17 11 29 13 -13 25 16 23 -10 -17 20 -20 -9 -7 -16 -18 -3 -27 -4 -1 -2
right_child=2 14 6 -5 5 22 -8 21 9 -11 -12 12 -14 -15 15 18 24 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0094944227928760953 0.012846000093801822 -0.0094007275850422952 0.031164436722966472 -0.039865491298003965 -0.0096066189925275818 0.032100721011520471 -0.027363455238435183 0.009760020451513883 -0.0012662988045489092 0.018389926666332084 -0.0063641490516079709 0.081370797252166213 0.02080254235316361 0.22306603067632849 0.015833790192792022 -0.010176617379098401 -0.010481811985614474 -0.048187264580009839 0.60457417858551121 0.0077494450767310865 -0.036526598639998763 -0.003379328571225932 0.0081824981262052267 -0.017040716143415 0.011759259630063787 0.026034950571104672 0.0018602112597037861 0.012462069357047365 -0.0069328998977872067 -0.015799057463804566
leaf_weight=4102.5104743484408 481.08100942196324 1944.1277295080945 1560.5910454979166 335.90439167711884 1321.9984865672886 535.48195155523717 316.18333403859288 3437.9610701287165 717.53634181804955 926.29272853396833 7879.7483723978512 60.280305222608149 620.48972009168938 24.191553775686771 259.25824815686792 2048.0698610288091 1159.8322360860184 182.24894854426384 0.82386690471321244 2999.5524332905188 197.61508192820475 3325.7099528349936 4842.7020112331957 6937.6238630157895 1025.8544175345451 500.78091054782271 4353.4779391763732 1398.5666530691087 1215.9143000436015 783.53240677108988
leaf_count=41494 2917 30689 5951 6743 17089 4551 2177 16458 3399 5292 90997 612 4515 213 1747 19501 15121 1147 28 28944 8617 18615 22906 134998 6548 3147 29614 5790 12012 20135
internal_value=-8.82402e-06 -0.00318362 0.00294457 -0.000142966 0.00066328 0.00658412 0.00733848 0.00828855 0.0153405 0.0040216 -0.00336448 0.00863639 0.0329226 0.12195 -0.00539826 -0.00810251 -0.0121727 -0.01077 -0.000823032 0.00516723 -0.0338649 0.00329938 0.0105639 -0.0158565 -4.29407e-05 0.000420685 0.00435415 0.0223253 0.00573876 -0.00490198
internal_weight=55495.9 26745.4 28750.5 16885.4 16549.5 6700.18 11865.1 11548.9 4785.24 1826.08 9849.32 1969.57 704.962 84.4719 21427 14628.6 9382.57 899.785 5246.06 3197.99 198.439 6763.67 5378.18 7196.88 2185.69 6798.39 4854.26 2959.16 5318.42 1264.61
internal_count=561967 332460 229507 170678 163935 44546 58829 56652 21579 9838 119389 28392 5340 825 278954 215504 158414 4546 57090 37589 8645 35073 27457 136745 21669 63450 32761 11741 53506 23052
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=31
num_cat=0
split_feature=4 43 43 0 12 26 25 0 16 0 34 14 12 0 42 36 37 21 26 26 21 0 16 8 17 18 26 24 0 21
split_gain=206.13 244.968 247.695 293.996 188.549 203.923 232.936 183.513 207.041 277.146 165.686 136.193 148.343 133.211 131.394 151.393 131.594 129.162 299.265 130.386 192.652 127.094 123.258 123.179 115.759 105.224 104.145 98.6137 98.5458 97.6133
threshold=1.0000000180025095e-35 1.2500254323499493 6.1265211230029903 8.4500000000000011 170.36412127753132 7.298485409650076 13.066038835420871 13.750000000000002 5.3329147412952853 5.4500000000000011 0.15768138062383383 18.492876349529592 68.352507956229587 4.2500000000000009 11.334728033472805 324.38668284397704 0.18488005843660751 1.9635738881482012 2.5027203930195072 3.9540549417699018 3.8282480425866106 16.350000000000005 2.4406356755920551 1.2750000000000001 195.00196220468237 40.247326955950776 24.724076470261334 7.6452493197860312 3.9500000000000006 5.5129412751270781
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 6 13 8 9 -7 23 12 -4 17 -15 16 -16 18 -3 -19 -21 25 -20 -2 -6 27 -10 28 -1 -11
right_child=10 2 3 -5 24 7 -8 -9 26 29 -12 -13 -14 14 15 -17 -18 19 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0047749247990334486 -0.026898630304808702 -0.010364443273567649 0.00074051173090075399 0.022367993542014509 0.014535542515567938 0.02465866799650214 -0.042170086860329067 -0.04733673627980025 -0.005301330881567437 -0.037820679595447694 -0.036909305419815373 -0.011584015510059519 0.019927431499690618 -0.016260780927816743 -0.021098469031619306 0.0050960431142432665 -0.0021824622098342988 -0.027454170017764332 0.11676499532188718 0.023299566076606413 -0.015374928980871592 -0.03170632327359095 -0.014330572318843729 0.0026448748249602305 -0.0024814968157683762 0.0018010643468730657 0.014891290750762946 0.017160296559131261 0.011223860900494431 0.00015874780712995317
leaf_weight=1458.0349577800371 511.40492944978178 368.15285888966173 5307.8727112854831 2031.0896613327786 2088.1832060967572 1773.5006062770262 506.25250041438267 197.10838996432722 6130.1510550612584 227.14457756280899 615.88340151542798 1677.7346063237637 1243.3650916828774 1903.1037586503662 1372.1028414154425 4124.5604813233949 2786.8918585428037 1791.8061931692064 78.079588241875172 372.8556389445439 2361.153716662433 214.76152041740716 23.274717336986214 1137.7647385885939 1916.6511556063779 5525.926517508924 712.79799960181117 3428.9874723544344 2832.0713589624502 662.98158056568354
leaf_count=17867 41808 12062 30240 9207 23593 6813 13599 1339 41095 1530 13123 11751 7005 34948 22814 30278 27097 43659 1200 6570 29257 1572 848 16731 19511 42656 2994 24551 22995 3254
internal_value=-8.70317e-06 0.000621212 -0.00135699 0.00533175 -0.00369149 -0.00528178 -0.00880579 0.000415585 0.00140568 0.0132326 -0.0147805 0.00112684 0.00438201 -0.00769324 -0.00441348 -0.00169162 -0.00842308 -0.0143815 0.0105807 -0.016971 -0.0101006 0.00644962 0.0866606 -0.00651652 0.00639145 0.0070683 -0.00319796 0.010839 0.00578652 -0.00953294
internal_weight=55381.6 53116.6 39656.8 10260.1 29396.8 25391.9 15688.2 9703.68 9506.58 2663.63 2265.05 8228.97 6551.24 15182 10186.7 8283.56 4158.99 4995.32 469.507 4525.82 2734.01 13459.8 101.354 1649.17 4004.83 13245 6842.95 7719.09 4290.11 890.126
internal_count=561967 490305 380664 58203 322461 279357 222332 57025 55686 11597 71662 48996 37245 208733 115137 80189 49911 93596 14110 79486 35827 109641 2048 58539 43104 108069 44089 65413 40862 4784
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=31
num_cat=0
split_feature=22 7 18 12 26 25 22 24 12 22 49 36 26 19 0 31 16 0 29 18 17 36 35 30 21 24 40 42 31 26
split_gain=200.777 203.738 179.385 167.375 184.18 201.312 168.56 138.426 136.229 133.636 128.038 119.634 115.107 113.525 107.552 105.777 101.277 160.632 91.3327 91.267 85.7901 92.2448 85.0637 83.3923 83.0758 79.3624 78.4193 106.313 74.9797 81.135
threshold=12.164182562587213 2.1750000000000003 81.36657684509025 225.18846662350455 17.188171244277232 21.672039472471425 62.311606080885646 9.7014191847567801 61.695213093093997 168.64250852946509 0.23356311264146989 528.81030306391278 3.1139088588953316 7.175317269051817 4.6500000000000012 -0.54879856812894734 18.899420142426827 4.5500000000000007 14.604772349294228 20.655635043784951 16.310857543659896 361.75442312793672 2.9803960365886173 0.704295471658131 2.8178551674047108 4.8536724827752638 0.13077247648289383 3.0529427820315758 -0.48132217558586005 3.8750515526314691
decision_type=2 2 2 2 2 2 2 2 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 7 3 4 5 6 8 20 12 23 -8 15 -3 14 24 18 17 -6 -12 -10 -2 28 -14 -5 -9 -1 27 -13 -22 -30
right_child=1 2 -4 9 16 -7 10 13 19 -11 11 26 22 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0049536906584961501 0.00852806086050285 -0.0090044851933362337 -0.0074345746076786793 0.0076157866400036502 0.034035589265206181 -0.030951731642948219 -0.016061870109806968 0.062337665825171501 0.020559585101599838 -0.00069346039654816097 0.1447398824447457 0.037574378895083561 -0.010953902855276641 -0.0042390236674430919 -0.013714339755502675 -0.0097713421317288558 -0.0022148580647578689 0.0053938808213989109 -0.030332744174591184 0.005815265402607241 0.024723696893920212 -0.0064050627579691271 0.0040455086025585419 0.026000623361350079 0.017534940696390371 0.019482653328402169 0.010219115003926795 -0.0087283021604577724 -0.031772592881910304 -0.014695203507457205
leaf_weight=2271.0106464913115 483.07623578282073 2710.0587568390183 5758.8188520860858 1036.2479506647214 951.5455469256267 526.61086907656863 2125.834846673999 129.74486352130771 1395.6279837209731 1391.1469361013733 20.541297058574855 136.17223055055365 1049.8946394813247 3185.722984333057 222.9078065790236 3325.0557949868962 758.676569160074 1008.1872371202335 11.688527941703795 4232.5620860983618 94.96183856157586 2608.8612873735838 9481.3056687777862 1523.8266604179516 510.88075054390356 1603.5912888878956 2178.9205868225545 1383.4336597188376 1041.9766120011918 2091.733998275362
leaf_count=11511 3089 31636 46294 9418 2916 8049 29375 2765 9373 22163 186 946 5584 45464 3059 61257 3695 4871 179 30812 1380 53573 55932 10501 5720 6119 16963 18907 36618 23612
internal_value=-8.69081e-06 -0.000836427 0.000746962 0.00208369 0.00085943 -0.000323584 0.000251407 -0.00709771 0.00295507 0.0117806 -0.00530497 -0.00206404 0.000185298 0.000119742 0.0162 -0.00889756 0.013296 0.0193008 0.0812477 0.00947143 -0.0117215 -0.0133972 0.00255016 0.0185589 0.0266088 0.0109668 0.004139 -0.00457911 -0.0190471 -0.0203735
internal_weight=55250.6 51376 41006.2 35247.3 31296.1 28577.7 28051.1 10369.9 18869.4 3951.22 9181.65 7055.81 13241.3 4049.26 863.533 3357.29 2718.41 1959.73 32.2298 5628.19 6320.61 5837.53 10531.2 2560.07 640.626 3874.6 3698.53 1519.61 3228.67 3133.71
internal_count=561967 544337 369057 322763 280681 269199 261150 175280 133337 42082 127813 98438 93152 57008 11544 61622 11482 7787 365 40185 118272 115183 61516 19919 8485 17630 36816 19853 61610 60230
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=31
num_cat=0
split_feature=1 1 18 36 26 21 38 12 12 43 21 0 26 49 0 0 16 22 8 31 31 14 29 18 33 8 33 34 8 7
split_gain=196.934 214.158 167.028 182.722 178.248 254.936 222.078 177.431 165.874 162.133 165.209 208.778 178.265 178.872 129.417 124.7 145.287 121.806 106.095 103.948 102.934 100.901 99.8377 99.6287 93.3435 92.8402 105.625 94.6734 87.8939 87.7406
threshold=3.5000000000000004 1.5000000000000002 20.847986420194598 280.70522261541976 4.0336077903760126 4.0930784973557364 4.017757478109794 311.54074793982591 52.310196599918264 5.555069299875707 3.4388045495336743 5.8500000000000005 17.188171244277232 0.37906486856037908 6.3500000000000005 9.0500000000000025 14.283821939572933 237.13948759531777 3.8450000000000002 -0.61522904207182127 -0.46015981211685314 18.186303395265899 91.984688040427528 52.27945335543459 7592.3019548640486 2.2150000000000003 269.53390492305641 0.71746413579897783 1.8950000000000002 4.6150000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 5 25 18 14 21 10 11 -8 13 17 -7 16 -14 29 -6 -15 -3 -1 -5 -21 -10 27 -27 -4 -16 -12
right_child=-2 2 4 22 6 7 9 -9 24 -11 12 -13 15 19 28 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.002164409630762689 0.027024136943788468 0.04930443579166166 -0.0283413746384799 0.011393043079313768 -0.019457826996880104 -0.016957015271112243 0.033923065636422382 0.023488792213537522 0.013318364840337422 0.016314137653166364 -0.011443958957809489 -0.035971137553547104 0.028020672801973186 0.10870122486980334 0.021906081728787052 -0.022065825225876315 -0.0007127932608993634 -0.025196679504093791 -0.0034167243314633757 0.0049521056911392839 -0.0039030079233903572 -0.017387931037065159 0.26734424451280814 -0.0065293474582510105 -0.013295662671976792 -0.028457575920589808 0.018635881086490506 0.17235254682084178 -0.0040608669527502526 0.0030602361504514638
leaf_weight=10102.335810623132 665.60380573477596 92.688732619397342 2162.9436340946704 3951.4716868759133 2352.574175758753 1828.8522097025998 620.82908282568678 528.24351397249848 5085.0644129607826 1460.2577365599573 3519.8944896878675 129.05162945622578 1064.2075137877837 22.267026467248797 419.07719336077571 242.03755535837263 749.97249610442668 1149.5920673748478 1834.6341276681051 4894.417526748497 4705.9091714364477 705.94856976438314 3.8136345008388153 3077.4359158030711 352.28459867835045 224.26354381255805 253.82373938336968 5.8922505071386686 1465.363690986298 1481.5632314793766
leaf_count=50825 2493 1371 125650 38097 25991 27836 8780 5216 22336 9648 36323 2330 3484 156 4921 1543 4115 17660 10316 45557 63248 3628 22 29001 1620 2161 1651 118 7167 8703
internal_value=-8.31803e-06 -0.000338544 -0.00238167 0.00368312 -0.00418213 -0.0112233 -0.00203586 -0.00362472 0.00447083 0.00032787 -0.00104926 0.0218945 -0.00211121 -0.00411087 -0.00748182 0.0116449 0.0161424 -0.0105207 -0.0124294 0.000821163 -0.00287526 0.000887339 0.0116398 0.000519832 0.011594 -0.0233996 -0.00345495 -0.0277961 0.00171387 -0.00714744
internal_weight=55152.3 54486.7 38241.1 8753.88 29487.2 6888.46 22598.7 4241.54 16245.6 18411.5 16951.3 749.881 16201.4 14145.2 3713.29 2056.22 1814.18 6151.05 4187.21 7994.12 4798.6 10808.3 3955.29 7971.85 5437.35 2646.92 478.087 2168.84 1884.44 5001.46
internal_count=561967 559474 481065 102738 378327 174720 203607 45140 78409 167300 157652 11110 146542 137400 39924 9142 7599 62686 36307 74714 64619 54453 38119 74558 23956 129580 3812 125768 12088 45026
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=31
num_cat=0
split_feature=47 22 12 26 23 0 25 16 0 23 21 43 43 0 39 33 36 8 35 0 31 18 36 42 22 33 12 35 26 0
split_gain=191.238 187.113 274.183 206.212 190.426 182.761 175.419 158.509 159.175 154.48 124.905 114.618 152.864 120.422 109.451 317.629 168.792 107.265 143.292 125.336 105.897 104.515 129.397 123.481 103.605 101.013 97.6286 96.8162 119.756 121.139
threshold=204.53006794203776 114.47097308551288 124.74675381462389 8.1504891883605541 13.032118347460049 4.0500000000000007 14.168848266338829 6.9803843509995307 7.1500000000000012 8.6064751693546793 5.2233757181956912 6.6647159375282561 0.91168991834100988 9.3500000000000032 3328.3191170290825 1376.9615636559504 6961.7042804454886 1.2550000000000001 8.7257933037786604 3.5500000000000003 -0.48132217558586005 5.9902716027384573 191.35851580145797 11.334728033472805 571.27649296120524 780.61030510775947 50.186069607802153 3.1434135850622074 14.508401582363096 4.3500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 11 8 -5 -1 -10 12 -7 -13 16 -16 17 19 24 26 -20 -14 -23 -24 -19 27 -6 -9 29 -29
right_child=-2 4 -4 7 14 6 -8 25 10 -11 -12 13 21 -15 15 -17 -18 18 20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0001281249104944981 0.01704754350335488 0.015048540969992566 0.010413730559500524 0.01913147747611842 0.060116794645996945 0.013815098965769624 -0.036272485557003242 -0.0065281105868360478 -0.078871412873364743 -0.01525206512435553 -0.00083325220484514793 0.0036134998620736009 0.022338037508209525 0.026941420389139843 0.022609314901950058 -0.013707533102729735 0.026808855095432921 -0.010811558623520292 0.11235802414144545 -0.035564434271492758 0.0022435708176460688 -0.01492188373668415 -0.011158720674440056 0.001756182384458848 -0.033880438450527371 -0.024865641113922546 -0.011621094995398986 -0.012836727175248858 0.019794883578929872 0.0091247899020953423
leaf_weight=2645.6183012248948 1595.7824520152062 999.87565958080813 6641.8668739902787 2862.4070315789431 55.123634732794017 1441.8134183967486 332.78500938927755 2089.8963494542986 55.185274971649051 4666.7197627671994 723.66659409273416 2343.6965496474877 381.95013336278498 724.14333329163492 1042.0455579739064 1425.928940936923 296.99601023970172 5247.3460315084085 22.128940535709262 871.38912239531055 1638.7862206948921 2284.4249150790274 2518.5736407553777 6980.4094005743973 536.46576166385785 367.05806632619351 339.64279902819544 1004.0430602775887 1220.0002484880388 1676.14857981354
leaf_count=22246 8789 15185 58903 10633 1700 9322 5981 10670 395 73704 3826 12375 1864 3158 5600 13980 1891 64674 169 53657 18659 30912 31850 53441 6630 2033 20443 6656 4582 8039
internal_value=-8.60638e-06 -0.00051796 0.00111492 -0.000684731 -0.00587905 -0.00316984 -0.000327782 0.00536005 0.0136784 -0.00978019 -0.00636262 0.000389571 -0.00157875 0.0091199 -0.00770244 0.00162642 -0.0102584 -0.0115222 -0.009234 -0.0249761 0.00371066 -0.0034032 -0.00423758 -0.00166809 -0.0129513 0.000595461 -0.0016039 0.00215566 0.0068088 0.000897651
internal_weight=55031.9 53436.1 40960.4 34318.5 12475.7 24320.1 17007.8 9998.41 3641.26 7312.34 778.852 16675 13607.2 3067.84 11475.9 2467.97 9007.88 8710.88 7444.73 1266.16 1660.92 12165.4 11783.4 9498.98 5783.81 6357.15 394.766 5990.09 3900.19 2680.19
internal_count=561967 553178 350590 291687 202588 244853 148903 46834 14854 95950 4221 142922 127389 15533 187403 19580 167823 165932 90132 75800 18828 118067 116203 85291 71304 31980 22143 29947 19277 14695
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=31
num_cat=0
split_feature=28 29 7 7 49 35 37 38 37 38 15 21 26 25 25 0 40 41 0 46 21 0 0 21 26 43 12 17 37 38
split_gain=183.03 189.314 195.719 186.223 149.917 129.893 205.79 201.597 142.377 144.628 116.543 110.83 301.318 142.76 111.977 124.248 101.009 109.791 100.329 97.8323 89.9529 87.1819 84.0288 107.164 174.234 83.2897 82.1931 120.771 80.2936 83.7244
threshold=0.30408897115985206 17.678949560647819 3.8650000000000007 41.505000000000003 0.24003303894442055 4.381786454113846 0.22772907078093435 6.0192823693802318 0.14305485007109706 8.7170944978004297 15.569373440271564 1.9323940829176711 2.5027203930195072 0.98177235799300455 5.1358175787464271 8.6500000000000004 0.29748409865855457 5.4579893495198357 5.3500000000000005 0.078225479683895149 4.9555487499492576 24.550000000000004 4.8500000000000005 8.8957179721300559 5.7673598594612114 5.4071395773525772 92.340360138378529 371.98582436191936 0.092124056506351373 11.931767953637694
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 16 7 20 9 -9 21 12 13 -3 15 -13 17 -6 -14 -18 -7 26 23 24 -16 -2 -4 -28 29 -11
right_child=1 11 3 -5 5 6 -8 8 -10 28 -12 14 18 -15 22 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.018453534002158985 -0.01227686854656322 0.01764894021608298 0.0062356614888069671 -0.02477047930079404 -0.014689904064099099 -0.023586326070209263 0.014393592825578838 -0.011422277720823144 0.014451997409781526 -0.01932621403485528 -0.0073037827040352363 -0.013847380479696468 0.082839696421549064 -0.031791634876504445 -0.012628472340117103 0.0065469415724675201 0.0085539744413752113 0.0030745627917239944 -0.029531743453084864 -0.0074023045070282095 -0.0049204002445590797 -0.089578522850705763 -0.0096907689577617508 -0.0060757502468503297 0.028620440290029383 0.0056693974261179322 0.020256199251419426 0.0024761190289181809 0.014039450799366538 0.0043758571882019657
leaf_weight=1312.7270537428558 3609.7499962747097 323.27191676804796 9255.6337743615732 463.40449236612767 2968.2574489735998 887.75597845390439 3489.8383247195743 1807.2832411723211 2569.2893011490814 465.40360350208357 1233.4800892728381 5380.4777348949574 159.67792688915506 266.2759500015527 367.53777580382302 867.17524696560577 2229.3415342741646 1230.2667155582458 22.685553374234587 1688.0086033595726 2364.6524960421957 22.508296271786094 1356.7571572321467 989.69207031093538 843.62532157078385 787.58095250092447 2974.9522240613587 1406.6534950230271 1657.9379435679875 1868.0564611577429
leaf_count=42129 42896 7448 52301 3165 27209 23620 22561 27893 24099 7918 7787 85608 2469 18595 11726 5976 11804 11495 517 11180 20803 201 12975 6497 6233 3928 17216 9438 16598 19682
internal_value=-8.25768e-06 0.00044385 0.00191855 0.00644381 -0.000597167 0.00100557 0.00374593 0.00054822 0.00465399 0.000312676 0.00741504 -0.00554855 0.0126929 -0.00468145 -0.0069846 -0.0110166 -0.00409645 -0.0094845 0.068861 0.00167832 -0.0100153 0.00874416 9.6229e-05 0.0061296 0.0161031 -0.00906261 0.00890644 0.0145482 0.0056262 -0.00035147
internal_weight=54870 53557.2 42980.1 15356.6 27623.4 23226.1 15110.2 11620.4 8367.97 5798.68 14893.2 10577.2 771.911 589.548 9805.27 6247.65 8115.87 4198.52 182.363 3917.35 3252.41 13659.7 3557.61 2200.86 1211.16 4397.33 13637.2 4381.61 3991.4 2333.46
internal_count=561967 519838 361794 90108 271686 224862 163174 140613 96190 72091 86943 158044 29029 26043 129015 91584 61688 38704 2986 22984 44423 79156 37431 24456 17959 46824 78955 26654 44198 27600
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=31
num_cat=0
split_feature=1 1 38 37 35 37 38 34 43 26 41 7 40 17 29 22 17 45 22 42 23 26 0 20 38 37 26 21 31 13
split_gain=179.51 191 158.662 223.035 232.05 184.208 172.548 167.861 151.906 149.796 145.549 142.477 131.157 125.547 123.441 117.229 115.333 113.04 112.758 111.17 109.648 105.513 95.5222 94.6584 92.8116 87.0772 110.415 131.993 85.767 86.5004
threshold=3.5000000000000004 1.5000000000000002 6.8053869173832124 0.16509937777128139 5.906170039681629 0.1451334994107831 10.227700571053999 0.080121640274423214 2.1209610901918601 3.628859369536066 7.5355433908 4.9150000000000009 0.21089574438439312 686.16303143604171 6.5838614006403295 36.947716263206281 273.72349219336689 -0.11492476361653202 197.99599950643375 10.355698346284122 44.597850961587412 73.74767054318059 9.2500000000000018 2.2960710224416632 21.988858036057362 0.081268957516717019 2.654116254209776 2.2151439180392742 -0.42625206968967339 5.8067400904981508
decision_type=2 2 2 2 2 2 2 2 2 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 12 10 6 9 17 -1 19 11 15 -3 -11 -10 -5 -7 -8 -13 -4 -14 28 -16 -6 25 26 -9 -28 29 -17
right_child=-2 2 5 4 23 16 7 24 14 13 -12 18 20 -15 22 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.011395638947715879 0.026051657351951581 -0.019063556011740541 -0.032127166200836318 -0.0037459209119484111 -0.014334963040476692 0.021020601661630466 -0.013408978729132038 -0.033506867783686764 0.00918742041868012 0.0022284084761058456 0.017806730065377901 0.0067412651674378299 -0.0060080693613147121 -0.020103528406575887 -0.0044464075077546824 0.21376496669913961 0.0011900608107818771 0.012274249632990444 -0.02270481882048548 -0.0065624623873159846 0.039014790317610445 0.030755214911794754 0.012651904191620461 0.010336090801789211 0.02516052121218533 0.012975106688878014 0.086412923439654288 -0.00020116792209752448 -0.016879577269329218 0.016366774410996873
leaf_weight=5074.3007729072124 652.94775052554905 3694.2436351957731 881.21256106719375 4572.5842971238308 432.15731712104753 1759.5049688192084 1623.430760296993 247.91326541267335 3224.4178271852434 3245.9501956361346 638.17459968011826 2558.2758587445132 1302.9211213807575 780.72276275465265 6930.1733606932685 5.8350048186257473 1257.0185008072294 582.01745954807848 372.44203783199191 821.86424137093127 150.89180226204917 124.37199779599905 925.98467140644789 3875.083269726485 848.76226303167641 2100.4230256662704 45.994273525197059 1007.3504507886246 4918.1103335344233 113.51233362453058
leaf_count=22358 2493 74989 37684 35335 9629 18756 27936 9223 14226 33447 7890 15968 9654 7735 37596 60 9631 8484 3399 17770 685 545 4229 36980 4926 24198 639 10461 72990 2051
internal_value=-8.10223e-06 -0.000322534 -0.00226034 -0.00490226 -0.00222606 0.00169478 -0.00104364 0.00456155 0.00423093 -0.00735919 -0.00549189 -0.00666587 -0.014057 -0.00210148 0.000949876 -0.00957571 0.012757 -0.00663118 0.00299919 -0.0197902 -0.00133513 -0.01474 -0.00243107 0.00786078 0.0103692 0.00667854 -0.00348505 0.00358083 -0.0158633 0.0260178
internal_weight=54768.6 54115.6 37960.8 22758.6 17610.5 15202.2 12185.6 6455.89 16154.9 5729.75 13303.3 12665.1 5148.06 4026.67 11080.6 9734.41 3016.52 2205.45 2930.72 1703.08 1453.81 5161.83 7856.16 4307.24 4250.44 3401.68 1301.26 1053.34 5037.46 119.347
internal_count=561967 559474 481065 270175 184847 210890 182503 85867 78409 96636 138238 130348 85328 41182 56051 110981 28387 36420 19367 55454 10339 75646 41825 46609 49447 44521 20323 11100 75101 2111
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=31
num_cat=0
split_feature=30 43 17 12 7 42 43 35 4 38 49 31 27 7 17 47 43 25 29 0 8 12 42 29 0 37 34 17 27 12
split_gain=170.64 152.704 229.375 206.378 173.173 135.087 184.181 149.828 130.435 100.672 99.735 93.2732 91.3287 85.1426 83.2964 82.5508 100.666 105.726 81.5862 81.5739 79.8149 79.5415 88.8314 81.269 76.9349 74.3122 72.4944 72.4456 89.149 72.6644
threshold=0.48493280686219159 1.0211838813967957 384.70234038866636 225.18846662350455 4.8850000000000007 16.534609250398727 2.1079757526446046 3.4333334911413012 1.0000000180025095e-35 5.6148136735800991 0.51078691907102847 -0.34534306616897509 3.236919274705591 1.5150000000000003 11.819209571089763 0.23171382516209538 1.7550711292522347 3.4899857799394858 21.634136464327067 4.5500000000000007 2.1150000000000007 4845.5242645891421 3.0529427820315758 17.991478724997958 16.450000000000003 0.21076683002131855 0.16265717994395917 38.038794081631103 3.5833976274814106 56.255561380180929
decision_type=2 2 2 2 2 2 2 2 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 21 3 4 5 6 10 12 15 11 -3 14 -7 -9 -8 -1 17 -17 -6 20 -5 22 24 -24 -2 -13 -27 28 29 -18
right_child=1 2 -4 19 18 7 9 13 -10 -11 -12 25 -14 -15 -16 16 27 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.008658205559166781 0.027675005132078295 -0.0043745420555837645 -0.011142019956022667 -0.015772068901314395 0.010331104148123584 -0.0015510268301558076 0.22200194695584849 -0.016508110277058421 -0.023067778221908572 -0.0030999606119795891 0.010040299431201802 -0.024841868634813337 -0.024897825395850143 0.0090178979899858975 0.011315539269851543 -0.0072173021924668125 -0.001489800987245036 0.0066074893057583356 -0.0065860134394279003 0.025262908752482445 0.0185509749536183 -0.0330686805137059 0.0099856540092561463 -0.0057344271420261272 -0.037981292234615577 0.020934840967344125 -0.013728888716934144 -0.010597082819481504 -0.019653335647759465 0.019729603868920642
leaf_weight=1355.0564405219629 841.02555117383599 2597.0761307342909 3779.4560099556111 295.65931760054082 5350.8555333646946 1484.8327705273405 4.7975087463855735 347.19026665203273 866.37913133855909 2609.0444765873253 2230.5981296715327 1827.7827626513317 583.48952922597528 5529.6576289655641 211.90659154998139 2339.934744794853 1859.5361629156396 3381.4707097820938 822.20699179917574 1257.6644025556743 396.55075629148632 111.61320442706347 4588.665672335308 1001.6204760493711 47.117733635008335 166.88058192189783 1568.4271185914986 6140.991285934113 525.01682919403538 515.24598336452618
leaf_count=13021 5782 31337 34887 8608 31305 7559 28 2439 36993 35279 23513 31319 3667 27589 3261 34010 14232 30405 6372 9454 1802 699 34652 14573 393 1620 19664 87950 5812 3742
internal_value=-7.99621e-06 0.00186861 0.000402035 0.00200111 0.000794723 -0.00155159 -0.0050849 0.00343653 -0.00416859 -0.0106545 0.00228575 -0.0158691 -0.00813734 0.00750988 0.0159798 -0.00315266 -0.00423681 0.00095344 0.00807787 0.0176758 0.00389079 0.00878173 0.00950275 0.00716906 0.0241918 -0.0178061 -0.0103954 -0.00752143 -0.00100803 0.00311408
internal_weight=54637.8 37654.1 31064.1 27284.6 25334.7 19161.7 11216.5 7945.17 16983.6 6388.84 4827.67 3779.79 2068.32 5876.85 216.704 16117.3 14762.2 5721.41 6173.06 1949.87 692.21 6590.04 6478.43 5590.29 888.143 3563.09 1735.31 9040.79 2899.8 2374.78
internal_count=561967 335802 279703 244816 224952 187275 146021 41254 226165 91171 54850 55892 11226 30028 3289 189172 176151 64415 37677 19864 10410 56099 55400 49225 6175 52603 21284 111736 23786 17974
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=31
num_cat=0
split_feature=22 7 8 35 37 26 25 38 38 4 40 42 38 37 49 16 0 31 23 26 26 26 42 12 39 38 0 21 26 21
split_gain=166.426 175.483 153.154 163.883 191.478 156.159 149.991 149.297 143.826 154.856 140.929 132.045 118.39 126.513 112.624 111.696 103.479 102.875 99.7588 118.108 99.5289 96.4817 106.328 98.4885 95.0644 94.6373 94.1633 136.871 150.885 131.223
threshold=12.164182562587213 1.675 1.1150000000000004 5.3273502695267156 0.20261854768826634 9.2166926209705711 16.614159606224082 6.8053869173832124 3.8828392897709763 1.0000000180025095e-35 0.16775360469414344 17.365466423853402 4.5261829476986639 0.25294469039406353 0.20355769928689893 18.899420142426827 7.3500000000000005 -0.41182057144565959 10.853721754936968 2.890695203335913 4.114380522771218 7.3735356392579794 10.593786301589104 81.795641916791382 753.27615023998931 5.7609157441601306 5.8500000000000005 8.1169755073702614 17.188171244277232 11.26521210657579
decision_type=2 2 2 2 2 2 2 2 2 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 18 5 7 6 11 17 -7 26 15 12 13 -4 -14 -9 -13 -5 19 -3 -20 22 -19 -24 -2 -21 27 -10 -29 -28
right_child=1 2 3 4 -6 8 -8 10 9 -11 -12 16 14 -15 -16 -17 -18 21 20 25 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.010048035376259791 -0.014046676990598837 -0.022675047907663379 -0.026561677201948991 0.044469880972752812 0.012317942994645415 -0.0044194368152853086 -0.035561315915179734 0.0014020306765461206 0.032919726805974048 -0.054540316080749822 0.011431595485685449 -0.0018080333778086304 -0.021142976313435459 -0.0051832937821854443 -0.0019463856242060351 -0.028659733203294693 0.01671742856400954 -0.035962991279622596 -0.038543409422991184 -0.0063852795024319856 -0.0099655699036188521 0.003323682498779337 -0.016809021010943528 0.0015377623743808915 0.0037871091640950699 0.073302126699941239 -0.0202203529893729 -0.00065040170175364054 0.025928767807837223 0.0093228105327827614
leaf_weight=3826.1119335284457 3504.7867027730681 136.83052398078144 1458.3222020040266 98.85082792956382 5055.9322675839067 3768.9546462371945 403.68329239962623 7047.7315181377344 793.73654996883124 95.561879944987595 4351.3895454755984 2697.110549479723 868.86559498589486 1316.992831683252 6333.8665482774377 323.16145276278257 1046.1897003613412 400.98594860453159 503.62387076718733 62.533678452949971 771.23308288305998 1536.9910134831443 1619.7841260875575 1333.8398617394269 949.7570762084797 92.180595609359443 531.61248001083732 1490.7818529000506 831.92195811402053 1282.9893724881113
leaf_count=17630 65864 7704 21028 1220 33112 21050 7736 75348 3004 1278 27817 14786 9811 12758 60722 1932 4996 10007 50726 1537 20316 9321 21563 18985 19352 1638 3134 8408 3076 6108
internal_value=-7.5305e-06 -0.000766228 0.000146537 0.000685181 0.00379211 -0.00226561 -0.00552231 0.00121288 0.00296442 0.00850085 0.00429633 -0.00463856 -0.00764282 -0.0164168 -0.00426207 8.40352e-05 0.00336952 -0.00602995 -0.0152209 0.011165 -0.0212551 -0.00705046 -0.0118036 -0.00852372 -0.0102443 0.0410934 0.00972256 0.0149949 0.00886945 0.000667736
internal_weight=54536.3 50710.2 46255.7 44689.3 21768.7 22920.6 14125 16712.7 8795.56 5026.6 11722.3 13721.3 9978.05 2775.32 7202.73 7370.89 3743.3 4990.45 1566.4 291.545 1274.86 4891.6 3354.61 2953.62 4454.54 154.714 4931.04 3116.44 2322.7 1814.6
internal_count=561967 544337 459121 377200 199305 177895 131837 166193 46058 25008 105097 124101 104319 33786 70533 77280 19782 61096 81921 10879 71042 59876 50555 40548 85216 3175 23730 14488 11484 9242
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=31
num_cat=0
split_feature=1 1 31 31 24 12 7 35 39 22 26 40 0 23 39 43 25 7 42 43 0 36 40 21 21 19 21 0 12 39
split_gain=162.805 170.441 147.586 150.092 158.988 142.324 132.699 143.338 156.603 195.061 152.616 150.935 141.353 122.99 124.552 121.918 121.533 120.103 118.813 115.776 112.067 105.072 104.909 109.206 126.022 94.6451 89.8389 100.929 88.5514 114.42
threshold=3.5000000000000004 1.5000000000000002 -0.41182057144565959 0.11689701384383386 17.517644018900416 46.584517728720705 41.505000000000003 8.6510588344397501 2682.0031586110122 267.46985020925848 5.8604686805929003 0.12027212024446188 3.7500000000000004 12.915866381673093 349.72376741879401 5.1313222008594979 8.6465366698757276 4.8550000000000013 10.593786301589104 0.83501105576823864 14.15 291.2109819974649 0.12741624697338197 1.6837371807764374 1.5415406782673915 7.5786982996350245 4.66887820899509 5.8500000000000005 348.68081510208674 507.82273496991007
decision_type=2 2 2 2 2 2 2 2 2 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 13 -1 7 8 9 10 12 -9 -5 14 -4 28 18 26 19 -14 -10 -20 -16 24 -24 -6 27 -12 -15 -30
right_child=-2 2 3 6 25 -7 -8 11 20 -11 17 -13 16 15 22 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00032196742806595984 0.025069575962565063 0.019690467398798067 -0.0087057614080734477 -0.019960776265275461 0.044883711750373714 0.010017999974372617 -0.030459318021228862 -0.0018123268423666161 0.021337047176261836 -0.022448138043762229 0.042907946087597015 0.015041557983096809 0.0094848154997926835 -0.023057344949411199 -0.00079215166756713075 0.0042607434568720124 -0.027135177280215063 0.011978150834089383 -0.0068191422035682658 -0.020914488665241943 -0.054193981613664059 0.0071250755349382168 0.11119577633773524 0.036219702261137306 0.5190139448443819 0.00035463969606341493 -0.0018145073922004925 -0.024272921433011168 0.027912897322214327 -0.021388979530234557
leaf_weight=9957.1573412255384 639.60913794022053 758.44328001979738 2098.4616217333823 1587.8395147318952 125.15949020674452 6105.2884234115481 369.15187071822584 2521.8393622934818 934.48664312623441 1216.4868396813981 224.41317458637059 2807.0359209352173 413.73227869998664 3361.3357134917751 297.78264853544533 587.87798629840836 512.76088030729443 2511.496408758685 2252.1936760116369 1289.0824813065119 51.833503871224821 3376.0253826039843 9.6511106528341752 210.65895000472665 2.3569384333677581 2562.1559546999633 7079.1005890904926 74.455634198151529 207.18373137852177 272.42197094857693
leaf_count=50740 2493 14358 37034 30186 1746 27669 2602 36239 4680 17305 1058 21156 3115 105791 7916 9086 8966 11343 26001 17460 437 23069 139 1866 28 40841 42693 531 4911 10508
internal_value=-7.63153e-06 -0.000305888 -0.00214285 -0.00259093 -0.00791925 0.0040074 -0.000685421 -0.000276112 -0.00209377 -0.00302841 -0.00180572 0.00706562 -0.00635609 -0.0118649 -0.00327546 -0.0169441 -0.00360205 0.00253399 -0.00195606 -0.0135284 0.0173677 0.00154514 0.0186196 0.0445798 0.191242 0.00242854 -0.000680841 0.0261715 -0.0201896 -9.11785e-05
internal_weight=54417.5 53777.9 37715.4 36957 9735.05 16062.4 27221.9 26852.8 21523.9 20537.6 19321.1 5328.88 9431.63 7047.73 2618.91 4428.82 7843.79 9889.47 7331.03 1702.81 986.32 5628.22 520.45 222.667 12.008 2687.32 7377.97 298.869 3840.94 479.606
internal_count=561967 559474 481065 466707 219866 78409 246841 244239 186844 181727 164422 57395 108797 177279 46983 130296 78611 55625 69645 20575 5117 49070 9949 2033 167 42587 44282 1589 121210 15419
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=31
num_cat=0
split_feature=47 22 12 24 23 0 43 23 19 43 24 0 0 39 19 26 49 33 0 29 38 14 49 16 26 26 21 32 38 26
split_gain=157.619 157.279 253.927 210.207 222.595 267.137 225.823 179.922 154.018 134.045 133.698 131.261 118.177 117.891 115.993 107.369 106.777 102.211 146.212 101.178 100.381 100.063 96.2157 94.5618 150.054 94.7173 186.356 94.3142 94.0083 92.6425
threshold=204.53006794203776 194.70262487382863 225.18846662350455 17.074406502585166 6.9854450366310088 4.3500000000000005 6.6647159375282561 18.403893768186979 11.607996967135513 2.0524359634945006 4.2829868041957644 6.5500000000000007 8.4500000000000011 1045.0920868058845 19.742584707387156 4.7198604532631423 0.2001969536926885 603.2682207682501 4.9500000000000011 25.5363790715822 4.480343492112997 28.009538156320186 0.43183007322170625 1.7182142539308149 2.1925159674680521 3.8750515526314691 4.4657910619644685 0.090737333956896121 4.7759271107678734 5.0351866334815165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 -3 22 11 -6 -5 21 28 23 -1 -10 18 -15 20 -18 -8 -7 24 -12 -25 -27 -4 -9 -11
right_child=-2 7 27 9 5 6 12 13 16 29 14 -13 -14 17 -16 -17 19 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0010290050737045218 0.015722610891191559 0.012415248031407929 -0.0025260573553170219 0.021666210607930888 -0.022365777893034386 -0.019782369109429421 0.0076868586071234457 -0.033455822767564335 -0.012728374230369849 -0.014396104775802991 -0.017850864288040752 -0.0017145836311501545 0.027625240200788527 0.02081338718794325 -0.016401788498430308 0.014382282502134023 -0.0075345867316932123 -0.010561410024188268 -0.014747606022771082 -0.022824022792010387 0.0064130293110989294 -0.055026913053651497 -0.0046684410084954072 -0.018495352556790384 0.062724785465220964 0.023845079987761995 -0.0061545600108494636 0.01668048767424855 -0.012626323770776299 0.0045469322079637773
leaf_weight=3974.689562835265 1547.0517477169633 1003.2592368898913 802.9168198495172 2141.2536059156992 2002.4376278673299 1782.7609739017207 1796.3440072210506 718.35965709527954 1332.4370467490517 753.60902082268149 102.78211546875536 834.128889139276 888.88491862639785 769.00449624005705 2656.046857064357 2423.0779928946868 1606.7883029191289 2185.6429489841685 463.13073800550774 377.22411447064951 6543.3324116640724 65.939122709445655 2572.4578881144989 1034.389048099285 131.96849102620035 612.77478926395997 3335.3034888608381 3134.1872070468962 2202.5248562709894 4496.3905785530806
leaf_count=31048 8789 16832 9787 15332 34229 24798 8745 11903 10612 13747 4865 5335 3865 7460 28332 9871 12533 28206 4553 5309 49033 505 34920 30649 1413 9007 29013 29923 52587 28766
internal_value=-7.93817e-06 -0.000469336 0.00062862 -0.000523595 -0.00229453 -0.00429212 -0.000486531 -0.00725905 -0.00302427 0.00663293 -0.01083 0.0151116 0.0126257 -0.010373 -0.00789609 0.0060864 0.000434753 -0.0040693 0.00744684 0.00249155 0.00366327 0.00546631 -0.0108552 -0.00356591 0.0274459 -0.00502704 -0.00149836 0.0127636 -0.0177491 0.00182776
internal_weight=54291.1 52744 45402.1 41465 33239.6 26841.9 16966.2 7341.92 14215 8225.38 9875.7 2975.38 2751.17 6338.66 7873.26 6397.77 9859.78 3417.78 1232.14 8527.34 8150.12 1862.28 4355.22 5217.22 234.751 4982.47 3948.08 3937.1 2920.88 5250
internal_count=561967 553178 431637 391927 328747 287828 150320 121541 137205 63180 137508 20667 13115 104709 103279 40919 77487 40219 12013 66875 61566 9250 59718 74947 6278 68669 38020 39710 64490 42513
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=31
num_cat=0
split_feature=28 29 30 0 7 28 29 15 4 24 38 37 38 31 40 21 43 0 34 26 21 33 0 25 36 0 19 33 7 8
split_gain=154.978 157.719 136.43 132.342 145.798 123.665 110.088 102.615 93.9725 93.7735 104.182 131.231 87.719 91.5988 87.4171 93.5071 77.9725 73.22 72.8396 71.7138 100.245 69.7307 69.2778 75.0788 72.7702 68.9243 68.8781 79.2345 73.577 67.1531
threshold=0.30408897115985206 9.8427544059763772 2.6205940137412158 17.050000000000004 3.8650000000000007 0.85011051542831229 4.571209753519164 18.688818105135077 1.0000000180025095e-35 30.472289874012468 6.8053869173832124 0.16044709412623789 4.017757478109794 -0.48132217558586005 0.17194993757688212 5.1081981150989195 5.2643304302168454 4.2500000000000009 0.15768138062383383 5.8604686805929003 5.7872488584713802 175.13049645157338 3.6500000000000008 2.5849439534334206 154.09799528843396 3.6500000000000008 3.2860824585127291 3.5999921744483085 4.7350000000000012 1.8550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 8 4 5 -2 -7 -6 9 10 11 -3 -13 -14 -12 22 21 -8 -10 -1 25 -5 23 -16 -25 -21 -4 -28 -29 -19
right_child=1 2 26 16 7 6 17 -9 18 -11 14 12 13 -15 15 -17 -18 29 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.027490276878901595 -0.0046561711330138983 -0.021957818785253675 0.053808161913936482 -0.086512286545930919 0.010258326083688311 0.016086459524935232 -0.0038647819550103584 -0.010325957791457094 -0.010553063981597118 0.0057271414987000047 -0.0048820498700960059 -0.012258894442452629 0.032330140791098187 -0.0029926320749048335 0.0092124255486406691 -0.0019257290049053384 0.0062265019415548538 0.015197863591580622 -0.038149874621630823 0.056258982954388519 -0.022119036286373385 -0.025822465365305376 0.010469114710632674 0.36691097535399247 0.057204597206578015 0.00028596833144830174 -0.1752255599698247 -0.0018087084167919491 0.0086633828246814159 0.0023842052468786689
leaf_weight=729.11957943020388 6378.9115245277062 1452.5418026931584 68.259042870253325 71.991253440268338 8241.1883682664484 1635.5558441574685 3350.9308814443648 653.45807050727308 935.38770985882729 2408.2760760704987 3737.4346094010398 3158.6415618960746 190.47279648762196 5039.2494666920975 124.65486377291381 1431.8695591264404 104.55368878599256 1349.4838842861354 321.21501538809389 87.499692455865443 312.4897122848779 138.16210882551968 1013.263892814517 1.9195549227297295 159.13059820514172 148.07092389371246 6.2075337581336489 3313.3820849354379 3396.9283052282408 4219.7903424641117
leaf_count=34887 82080 28398 288 645 45024 6886 25984 4136 41467 17443 64393 24623 1844 60113 2075 8084 603 12076 8186 767 4573 919 11453 24 1375 1902 58 31457 20520 19684
internal_value=-7.46441e-06 0.000408036 -0.00229048 0.00317001 0.00356268 0.000840199 0.00416169 0.00874607 -0.00437126 -0.00348265 -0.0048426 -0.00808246 -0.00567978 -0.00170613 8.65644e-05 0.00688663 -0.0290582 0.00197523 -0.0176074 -0.0172182 -0.0035525 -0.0466127 0.0166006 0.0383461 0.060896 0.0210764 0.00383522 0.00332735 0.00349253 0.00548907
internal_weight=54180 52902.9 26758.8 26144 25829.3 16934.7 10555.8 8894.65 19974.1 18717.5 16309.2 9840.91 8388.36 5229.72 6468.27 2730.84 314.707 8920.21 1256.6 1277.18 548.06 210.153 1298.97 285.705 161.05 235.571 6784.78 6716.52 6710.31 5569.27
internal_count=561967 519838 321801 198037 195870 146710 64630 49160 269478 219825 202382 114978 86580 61957 87404 23011 2167 57744 49653 42129 7242 1564 14927 3474 1399 2669 52323 52035 51977 31760
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=31
num_cat=0
split_feature=43 43 0 49 14 12 8 7 8 31 18 17 24 18 12 49 1 21 26 25 38 0 25 17 39 6 40 37 38 35
split_gain=149.065 239.283 286.204 150.46 135.386 186.061 133.834 117.174 113.367 110.646 108.11 107.362 98.8872 97.968 96.109 92.5836 87.8544 77.7628 77.2467 129.878 103.306 79.1287 74.0642 73.6779 69.2852 68.2689 66.9691 66.6897 148.092 82.4073
threshold=1.5919550872255546 5.0670908448214922 8.4500000000000011 0.6497150458318125 21.164804112099684 68.352507956229587 1.1050000000000002 2.2550000000000003 2.1250000000000004 -0.61522904207182127 84.164324769272483 384.70234038866636 7.4041460355259776 18.165734583885577 444.04811356693648 0.22516096074812811 3.5000000000000004 2.4591799499736537 5.3752577874998506 7.8433249477146605 4.1445610419872212 13.450000000000001 6.7063248625529255 161.74505131201656 4281.3762504301103 1.0000000180025095e-35 0.18654753106211244 0.25074187495221295 4.0945367635296632 2.9803960365886173
decision_type=2 2 2 2 2 2 2 2 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 7 4 6 5 16 26 9 -5 -2 12 15 13 25 -15 24 27 -14 19 23 -20 -22 -19 -17 -9 -8 -1 28 -3 -29
right_child=1 2 -4 8 -6 -7 10 11 -10 -11 -12 -13 17 14 -16 18 -18 22 20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.026328173633940133 0.061638478405839296 -0.025041880077979722 0.018672936035371148 0.019201828995279176 -0.013270710367189268 0.015863305550070865 0.032676245432057549 -0.011299699904462559 0.0033989095821520335 -0.012262648554572318 -0.0093613866559585264 -0.017052886979109914 0.038347668622431455 -0.0078183740748440575 0.022830901826052939 0.0010355194473579122 0.027770729830266253 0.0024965361458712991 -0.0069846077800629616 -0.032394537603437371 0.0089016152284005345 -0.026790079487263408 0.013010027209314108 -0.013719856366985911 0.034445682749657584 0.004597968411603085 0.0077013826585072684 -0.010252013829598445 -0.00062575199364942134 0.0059614431976631778
leaf_weight=633.65382458618842 51.12688047811389 915.74529307009652 2463.6935328389518 2312.2597254216671 1678.1990971211344 1951.0329127036966 257.97269980609417 2772.286637380952 2228.8080152170733 5424.9811210385524 1773.407984059304 1265.4175130922813 201.13872595271096 3547.7372720325366 275.65154913719743 3932.1102627750952 245.99906839895993 4082.7628828412853 1622.4816272770986 381.73582848161459 4491.7178167053498 160.84948446135968 2840.6804599547759 1077.935948689701 85.319893785286695 1345.9996412312612 187.31738370121457 1076.4496780447662 1929.7534449873492 2881.7961995149963
leaf_count=42435 466 9072 11966 28553 13291 13711 1167 30435 10542 101333 14110 12440 4036 35858 2965 54305 841 34040 11898 11799 29161 966 18723 16111 422 11009 4062 5835 15344 15071
internal_value=-7.22504e-06 -0.00199257 0.0033113 0.00346266 -0.000232713 0.00219823 0.00106928 -0.00527044 0.0114456 -0.0115727 0.00219443 -0.00308474 0.0038271 -0.00125765 -0.00560868 -0.00186779 -0.00158361 0.00770056 0.000107867 -0.00428124 0.00387917 0.00766767 0.00681021 -0.00213917 -0.00993387 0.0091139 -0.0185638 -0.00264496 -0.00848341 0.00155217
internal_weight=54096 34408.6 13142.7 19687.4 10679 9000.78 15146.3 21266 4541.07 5476.11 14325.4 15789.9 12551.9 5427.36 3823.39 14524.4 7049.74 7124.58 11666.8 5391.78 6275.05 4652.57 6923.44 5010.05 2857.61 1603.97 820.971 6803.74 2845.5 3958.25
internal_count=561967 354467 85131 207500 73165 59874 168405 269336 39095 101799 121908 167537 107798 50999 38823 155097 46163 56799 124240 82215 42025 30127 52763 70416 30857 12176 46497 45322 24416 20906
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=31
num_cat=0
split_feature=47 47 0 31 26 25 49 21 0 29 26 23 24 0 38 26 17 0 22 0 42 43 24 21 26 12 46 14 8 28
split_gain=144.51 170.526 117.031 131.181 117.278 147.587 100.257 99.5394 332.434 94.8317 91.7228 89.774 134.122 107.941 102.983 96.5887 89.9106 89.4561 89.0505 101.346 135.526 94.3909 92.5701 147.944 200.142 88.2259 109.28 89.1019 85.8723 81.8904
threshold=1.1826901976882485 0.42756933583525231 17.950000000000003 4.1693659583896618 7.1531703207480328 14.594166725646579 0.17188436833823215 6.5166029538146697 7.7500000000000009 8.899671850127655 33.870754790913018 12.120086482684046 16.853904789369171 3.9500000000000006 4.5722633280504086 3.628859369536066 16.310857543659896 4.5500000000000007 7.3163198070008049 6.5500000000000007 10.260607439196347 1.0211838813967957 4.7559948842531314 1.7810250017274802 2.2845639573790559 62.308099198011234 0.034981338283244588 12.80915690265863 1.2150000000000001 8.4669550160957368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 4 5 6 -2 8 17 -9 -4 -3 13 16 -14 -16 -13 -6 -8 22 21 -21 -20 24 -24 -1 27 -27 29 -15
right_child=2 11 10 -5 7 -7 18 9 -10 -11 -12 12 14 28 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001536899284940124 -0.014193762668871427 -0.00014317183318071606 -0.020103389795757921 0.0157709460190825 0.032958541367942233 -0.034677726102387778 0.020626291948855208 0.0086918976801162087 -0.050321743766315569 -0.0015856590371270511 -0.16247955992470112 0.026186730628776741 -0.010050706298333809 -0.030618626110341149 -0.030378452149687971 0.0076447905526995045 -0.021490574072818725 0.0087930600573376365 -0.010963920619058829 0.0043314722036978453 0.0098162239340277378 -0.025323654889382111 -0.0078861876026001861 -0.00088523881566537226 0.11344779984494578 0.0093784805260624729 0.018817803735130631 -0.014907640576943807 -0.005651316132267872 0.74743326018804668
leaf_weight=3467.5488940980285 1174.0230004398618 5967.7724117352627 395.4995028860867 1829.345370485913 995.01041859481484 316.1040913714096 556.0179661270231 4703.6725339451805 167.58533974830061 4292.9583224523813 11.645156024023889 102.83183826413006 1816.6804156596772 391.57874299166724 178.35404170537367 2628.2028324366547 2575.889423907036 622.59136599116027 2636.0428777174093 550.2263445884455 4112.0343905682676 523.74928197730333 68.962970186024904 5489.1030118793715 67.012849274557084 1055.9146949881688 1682.784458220005 587.96624520886689 5052.150490005035 0.33847831003367801
leaf_count=32395 14767 57090 2566 12244 4152 6915 2200 22166 1181 22710 127 708 18064 28162 8201 25765 59440 3107 33307 4350 24507 6668 4557 69427 1098 17263 16629 7058 55140 3
internal_value=-6.88146e-06 -0.00274099 0.0024392 0.00282476 0.00192341 -0.000863227 -0.000158952 0.00592776 0.0167128 0.00378771 -0.0241756 -0.00520428 -0.00757392 -0.0114434 -0.000775427 0.00522845 -0.0196603 0.0236576 0.00101773 0.000206941 0.00568543 -0.0101305 -0.00323224 0.000391006 0.0519107 0.00404384 0.00986092 0.000692073 -0.00740033 -0.0299467
internal_weight=54019.6 25508 28511.6 28104.4 26275.1 15493.3 15177.2 10781.8 1785.19 8996.63 407.145 18713.8 12746 8122.79 4623.24 2806.56 2678.72 1617.6 14003.1 13447.1 5186.01 1073.98 8261.12 5625.08 135.976 6794.21 3326.67 1643.88 5444.07 391.917
internal_count=561967 325918 236049 233356 221112 167796 160881 53316 8440 44876 2693 252573 195483 143453 52030 33966 60148 7259 146114 143914 35525 11018 108389 75082 5655 73345 40950 24321 83305 28165
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=31
num_cat=0
split_feature=22 1 28 29 43 42 35 12 21 0 26 16 0 26 31 20 22 0 12 26 0 47 33 31 21 26 33 25 0 8
split_gain=140.64 158.408 144.773 131.25 142.173 171.265 186.84 135.787 129.751 135.261 190.378 139.166 124.593 130.405 113.694 113.246 109.633 105.617 102.555 92.8321 149.257 91.5678 90.8947 115.584 90.4029 252.112 126.73 105.047 96.852 91.6188
threshold=18.158878503825175 3.5000000000000004 0.30408897115985206 17.360204128959399 1.0268071599447224 10.593786301589104 5.9864872236077735 119.86026792175905 5.7398058351460977 4.2500000000000009 12.518688256497816 9.9877725522370433 5.7500000000000009 3.2732080420711926 -0.46015981211685314 5.6284887783914561 115.96280810709173 5.3500000000000005 19.46905337895117 5.6288996931682478 4.1500000000000012 1.3406112073203376 672.63794834779287 -0.51000226197285747 1.8735278943015843 2.5027203930195072 1049.107870184793 4.2882299574509046 10.850000000000003 1.0850000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 -4 12 8 22 14 10 -10 -12 13 -6 21 -15 -11 -9 -1 -16 -21 -7 23 -8 25 26 -5 28 -26 -28
right_child=1 -3 3 24 5 6 7 17 9 16 11 -13 -14 15 19 -17 -18 -19 -20 20 -22 -23 -24 -25 27 -27 29 -29 -30 -31
leaf_value=-0.0011077408333811788 -0.018952003085664214 0.028238319834870601 0.0071264974306497145 -0.024726640743972544 -0.032495849438099154 0.05371564453272723 0.11122972287285374 0.0049693929174915797 -0.01585063488893346 0.0049015316852961807 0.028121683946188431 -0.0038039339234720209 -0.026174264450733765 0.018993697009027904 -0.019974562112880734 -0.0091761618666615068 -0.0097143386770897188 0.023003973103412161 0.010340690669775119 0.021064133383241149 -0.019841532949463614 -0.045575054448426078 -0.011656786681102177 0.0041695525944442291 -0.014689195991874524 0.069765259204182875 -0.029296431132712027 -0.0016179473313916439 0.011931731216035215 0.089434046292696148
leaf_weight=3158.9954449338838 1143.9519303040579 455.63976237177849 6527.628807107918 267.45510502066463 343.7842616753187 108.18793609924614 25.385206609498709 1545.9336842510384 2789.1013732058927 8261.0743778310716 484.08600649889559 1157.6295766197145 1063.6855478440411 578.70000368193723 2036.1159659691621 930.3449175269343 1518.9142433591187 1709.5928809742909 5137.5115148918703 419.95547854714096 475.49279925506562 29.565849467646331 1068.144288206473 3663.9420713761356 4261.6343026626855 145.89067427627742 24.440322001930326 4172.871664740378 371.44623825140297 48.473134576343
leaf_count=17122 41035 1783 55091 19540 15125 1330 200 18142 25214 42671 1561 7280 13818 7627 47209 10362 12301 10236 25026 3935 5162 440 8371 36460 77896 2460 2716 48483 2281 1090
internal_value=-6.68585e-06 -0.0010955 -0.00139137 -0.000935122 0.000476796 -0.00106193 0.000261001 0.00657173 -0.00266536 -0.000651799 -0.00789905 0.00560984 -0.0125349 -0.00470465 -0.011988 0.00162663 0.00263156 0.01444 0.00598156 -0.0140741 -0.000657221 0.0324051 0.00118749 0.0049062 -0.00621332 0.0147739 -0.00879673 -0.00737223 -0.0125549 0.049636
internal_weight=53925.6 45629.1 45173.4 44029.5 34737.3 28209.6 25293.1 8013 17280.1 14210.8 4430.82 1641.72 2916.51 1852.83 3069.32 1509.04 9779.99 3255.53 8296.51 2931.56 895.448 137.754 4757.47 3689.33 9292.21 486.259 340.369 8805.95 4633.08 72.9135
internal_count=561967 519819 518036 477001 322535 267444 220512 73409 147103 89027 34055 8841 46932 33114 58076 17989 54972 28378 42148 56306 9097 1770 45031 36660 154466 25806 23346 128660 80177 3806
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=31
num_cat=0
split_feature=30 38 37 35 37 38 40 40 19 19 7 37 38 34 40 34 46 17 49 33 37 27 0 0 38 0 1 13 24 21
split_gain=137.267 133.493 258.876 178.105 133.726 204.728 140.531 124.02 143.787 118.079 109.52 106.669 136.164 128.782 113.569 101.116 87.0898 85.2921 83.129 86.7045 82.5241 67.9686 67.3636 65.8997 64.9432 69.4887 64.818 64.4733 86.0537 89.4597
threshold=0.055667174148235112 8.4709637697908988 0.14656452209482082 4.4036752423509133 0.21332903102822101 6.0755053728515325 0.26928819517093155 0.22132146295192998 10.612273081598572 13.71822736351057 5.1650000000000009 0.1193464779474068 11.595386086075667 0.089019948200687357 0.072530963870011581 0.16181650046992163 0.032497908456987752 666.65671270646453 0.2001969536926885 625.08377755605068 0.093969939440561631 4.3721319765901816 4.2500000000000009 15.15 21.988858036057362 16.350000000000005 1.5000000000000002 39.447149901613912 11.386075279701803 1.9929335711235907
decision_type=2 2 2 2 2 2 2 2 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 7 10 5 6 9 8 -2 -5 16 12 20 14 -14 -7 -4 -10 -17 -20 -3 26 -6 -24 -15 -26 -18 28 -1 -30
right_child=1 11 3 4 22 15 -8 -9 17 -11 -12 -13 13 24 -16 18 21 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0074117003729448037 -0.035658119802739772 -0.016268188811891161 0.0036323885202568665 -0.023530759650747982 0.0041009295502019653 0.02067259649747958 0.014600168255523616 0.0038611104039693797 -0.0074418956165220873 -0.0042752550527556952 0.006054579649503412 0.016437165341427407 -0.010625840559844245 0.010110256555519158 0.011841567799093004 -0.021211568116997384 0.0010541721221857948 -0.029740306471022101 0.0095264737812053961 -0.038295575646627146 0.0015215535397170472 -0.016873362553714268 0.015361239929614938 -0.014740998210595858 0.030274010819452957 -0.016356857991900006 -0.0093577240023976806 -0.014585141334091582 0.061660527136715187 0.0024443735126404398
leaf_weight=4979.7332218610682 630.43394701811485 1068.5737560123671 2209.0838916497305 1072.3733283830807 2740.6942255208269 1370.8914784190711 726.29895502561703 1328.1427104724571 3683.9655885489192 3091.1028869708534 2792.7883451236412 2035.2568080257624 1258.9057653355412 1992.5505116418935 1016.7164883683436 295.9085232608486 2461.0493355868384 485.34369061002508 1919.5612645093352 99.704933861736208 1671.8238086677156 1580.1407041437924 4244.9450306557119 189.94905494106933 866.20707174763083 88.010143430903554 3807.1106966703665 1640.4374451932963 65.528223463799804 2391.1861706401687
leaf_count=78743 18330 19447 15229 21317 23214 11725 3347 7346 53549 37896 15086 15229 16973 18695 10238 3130 11389 5944 18199 898 20515 14894 25282 1361 4630 596 35914 24296 1786 26769
internal_value=-6.91214e-06 0.00113078 -0.000334836 0.00166331 0.00522706 0.00101292 -0.00569452 -0.00966107 -0.0134028 -0.00923483 -0.00270505 0.00622178 0.00361077 0.00834709 -0.000587714 0.00991073 -0.00513747 -0.0100376 0.00353827 0.00716517 -0.00541527 -0.00760595 0.0102635 0.0140719 0.0152469 0.0259731 -0.00526973 -0.00561303 -0.00363384 0.00402385
internal_weight=53804.4 44727.5 34729.5 28601.6 15751.4 8575.84 4889.78 6127.89 4799.74 4163.48 12850.2 9998.04 7962.79 5222.39 2275.62 3686.07 10057.4 4169.31 2315.17 2019.27 2740.4 7848.3 7175.59 4434.89 2946.77 954.217 6268.16 9076.89 7436.45 2456.71
internal_count=561967 430373 324050 238881 146369 96512 62560 85169 77823 59213 92512 106323 91094 51132 27211 33952 77426 59493 22227 19097 39962 62197 49857 26643 23921 5226 47303 131594 107298 28555
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=31
num_cat=0
split_feature=4 43 43 0 34 0 14 12 37 38 35 37 24 22 12 34 0 22 8 40 39 33 0 38 25 7 47 38 38 23
split_gain=135.387 168.243 188.667 247.49 140.722 138.83 125.568 166.976 115.13 128.406 173.738 125.35 108.959 106.907 105.026 100.37 96.6309 118.489 91.1472 86.1533 85.0142 174.925 149.034 83.8392 92.7501 83.0366 81.0469 87.6946 80.3153 76.9267
threshold=1.0000000180025095e-35 1.5919550872255546 5.0670908448214922 9.8500000000000032 0.15768138062383383 14.850000000000003 18.492876349529592 50.707963105878981 0.1508556904165049 11.931767953637694 12.417856218878518 0.10398238355958965 20.762469591161967 65.788344052811524 311.54074793982591 0.14948366255948853 3.5500000000000003 141.18917027480981 1.2750000000000001 0.072530963870011581 487.68975479565898 330.32333013292708 4.6500000000000012 8.7170944978004297 2.9206765165211119 4.2650000000000006 0.029494399503501943 8.8459921787156492 8.4709637697908988 28.330324292900144
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 18 8 7 -4 9 11 -11 -1 13 25 20 -10 -14 -18 -2 -12 26 22 29 -13 -25 -3 27 -15 -7 -22
right_child=4 2 3 -5 -6 28 -8 -9 15 10 19 23 16 14 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.013170172736444358 -0.02356558145893296 -0.0059727370089398364 -0.0014494356249224519 0.020952749733728016 -0.033507189007152535 -0.055362989628547757 -0.010304125535715362 0.013289051329511303 0.023832556744811592 0.017819543817683855 -0.011168723786050508 -0.0030694281039681148 0.019650716715966937 0.034183875918429946 0.011308986051282279 0.0074738125145511706 0.00688198044504763 -0.014372814342430318 0.0032017009779540502 0.010663523629706153 0.051991326993349886 -0.020440041068389769 -0.011776186460460582 -0.0045672720269864537 0.019317730829386169 0.003892524570385446 -0.020059177172188705 0.32705376837855149 -0.0089182950150440334 0.0084844767928658592
leaf_weight=1923.8462748751044 447.35038776230067 8948.3079501173925 6312.53066911106 1692.1037331474945 574.83891115966253 136.74695822130889 2189.0418601853307 2762.7684165511746 1126.2455316595733 2345.3129991195165 1144.4775332901627 3060.8534353650175 725.00854749861173 29.496984746772796 433.62784608779475 5599.789150129538 1814.1668924917467 1026.8230073752347 1100.2004697211087 746.68251940049231 229.68418955034576 869.23067423538305 345.74556488590315 638.61159405950457 1118.0082855047658 2800.5803293115459 3084.4749835366383 2.7985170842148355 291.5088920770213 182.19807808217593
leaf_count=25584 41808 97376 40060 8215 13123 1085 16598 19229 7203 17299 12615 34146 7144 387 5843 38482 14505 11632 16731 6287 2943 13919 4807 7438 6973 16740 68609 27 1915 3244
internal_value=-6.35563e-06 0.000502891 -0.00159958 0.003123 -0.0123826 0.00438136 0.00044466 0.00303736 0.00506182 0.00190571 0.00872715 -0.0023811 -0.0045855 -0.00625898 -0.0122451 0.010213 0.00335773 -0.00080017 -0.00453591 -0.00254875 -0.0143982 -0.00513335 0.0124281 0.00192748 0.0106344 -0.00362116 -0.0192342 0.0595621 -0.0237486 0.0327459
internal_weight=53703.1 51580.7 33448.6 12956.4 2122.39 18132.1 11264.3 9075.3 17703.8 10977.8 4236.47 6741.32 20492.1 16926.1 5177.26 6726.03 3566 2840.99 1547.55 1891.16 4743.63 1626.86 757.628 4817.47 1756.62 11748.9 3116.77 32.2955 428.256 411.882
internal_count=561967 490305 331278 84102 71662 159027 75887 59289 156027 110342 36201 74141 247176 213895 99779 45685 33281 26137 58539 18902 93936 24913 10994 48557 14411 114116 69023 414 3000 6187
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=31
num_cat=0
split_feature=23 24 0 22 38 28 43 22 24 20 39 35 12 12 31 13 33 35 7 18 17 26 25 26 23 33 0 23 8 26
split_gain=130.725 152.92 199.254 168.076 162.532 157.612 125.507 125.227 124.04 120.561 111.945 112.085 106.862 92.0399 90.6385 90.1865 89.209 92.222 87.0119 95.4597 86.7402 82.3348 99.9051 80.5063 77.48 73.3258 72.6019 72.3452 71.6963 70.9728
threshold=4.1859780098442529 5.4844781185796707 3.9500000000000006 24.351314394363712 5.5639902021752095 0.63694534066410335 5.1313222008594979 232.64571732073347 14.168614202946655 9.2074819729544544 1015.6747655160789 6.0134746965341108 124.74675381462389 17.144846067183554 0.055025310917205791 3.8197375572405101 9955.5238162664009 4.0499154139872617 3.4050000000000007 33.016605783738079 246.26189725136928 11.657225158409478 6.4797301928231814 11.163838134882687 8.6064751693546793 686.67034940398992 4.0500000000000007 21.344551230070248 1.6450000000000002 6.5519550530099702
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 5 21 12 8 -6 10 11 -7 14 -8 -4 -14 17 23 -16 28 -17 22 -5 -3 -2 26 -12 -9 -20 -10
right_child=1 3 6 4 7 9 13 27 29 -11 25 -13 15 -15 18 20 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011360137771852283 -0.0056065148492531539 -0.005697188151615018 -0.020411942613304437 -0.0092281569324904073 0.0013302216625174486 -0.011603187683269789 -0.010735202550768137 0.010984965847024034 0.0044058157181741603 0.0036740129506003445 0.044636794918026038 0.0047997034338475575 0.20912599278881827 0.014390210290999659 -0.010601233346323579 0.018055397654085301 -0.080082968356313192 0.013426550336375805 0.042483503899724134 -0.010314736272998068 -0.0069476678546373282 0.0017619655291316245 -0.032186179058774009 0.015082878196139377 -0.020557423904802117 -0.019739440027276553 0.003262987284171097 -0.0076755107459245912 0.0068866302902832136 0.01627396565865611
leaf_weight=2415.7109793247655 1379.4549809880555 1516.6053344272077 1095.752718282165 942.16426086029969 7860.4568379165139 5026.7656437188853 461.05382489506155 613.26493512140587 2168.7274901880883 5334.0074193291366 224.44618184724823 1313.6313154576346 5.5446296706795684 1740.3763670574408 2639.5598930532578 789.97205571224913 28.258553617633879 4048.9650309127755 160.54548208718188 844.2789777002763 618.42599823302589 515.45701074972749 953.38006130978465 672.89784196671098 2330.5925238938071 116.10403662268072 200.97647301550023 3393.6200333142187 1189.4683204786852 3005.3251134725288
leaf_count=13064 13798 8016 24699 19303 98108 57209 2572 9039 29120 30130 1220 14977 40 9102 27141 11050 196 20534 2028 5451 10688 3239 22829 2342 48533 1266 1329 54133 5749 15062
internal_value=-6.00987e-06 -0.00054239 -0.00516555 0.001073 -0.000407504 -0.00427387 -0.00134359 0.00291107 0.00528748 -0.00196806 -0.0063411 -0.00820476 -0.00448277 0.0091281 -0.00742808 0.0078689 0.00855462 0.00895612 -0.00448486 0.00287266 0.00707658 -0.0159568 -0.0207751 0.000689129 -0.0149984 0.0154794 0.0250911 -0.00481947 0.0111199 0.0112994
internal_weight=53605.8 51190.1 13255 37935.1 31668.3 14626.9 9544.98 17041.4 13034.5 12215.9 6881.92 6340.4 7343.55 2201.43 5929.61 1413.94 6266.73 6238.47 4833.85 2194.29 1408.4 2411 1895.54 2189.5 3710.05 541.527 425.423 4006.88 1350.01 5174.05
internal_count=561967 548903 160851 388052 356964 151502 98520 205462 142290 106131 76001 72186 86846 11674 65068 21778 31088 30892 40369 13228 21738 45371 42132 10358 62331 3815 2549 63172 7777 44182
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=31
num_cat=0
split_feature=18 24 0 43 22 39 36 19 37 35 40 1 39 33 0 31 22 23 26 25 38 7 46 0 21 26 26 12 35 0
split_gain=127.909 148.57 189.514 145.827 145.702 140.674 140.138 132.925 131.215 106.652 106.631 101.676 98.8864 125.947 114.867 97.1875 94.4417 88.1096 85.5701 134.841 84.6817 83.639 83.0441 89.2532 108.36 120.099 85.8969 76.4153 74.8772 74.4128
threshold=20.847986420194598 10.788263530552587 4.8500000000000005 4.7508700696055692 179.28068579201914 405.05088203004527 218.54937179154899 14.210893778570375 0.21076683002131855 5.2828370682103261 0.30875469126918281 1.5000000000000002 1573.9629428266894 1446.0189157472985 5.1500000000000012 -0.61522904207182127 14.603898868120559 46.467874099016584 10.94434279063524 17.222203410146502 4.732742054334234 1.8750000000000002 0.10910291474429915 5.1500000000000012 6.1348888432380937 5.070766581195925 15.093316252552965 52.843114367070392 5.4634539666917066 13.850000000000003
decision_type=2 2 2 2 2 2 2 2 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 15 7 5 18 8 -4 10 -10 -1 -9 20 14 -14 17 -17 -2 19 -3 -6 -8 23 24 25 -7 -26 -5 29 -13
right_child=1 4 3 27 12 22 21 11 9 -11 -12 28 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.01566052819967801 0.023851931111877844 -0.00066600841933881578 -0.011395153658838014 0.0035575604822955329 -0.026535285277387622 0.0075721630607935454 -0.0044466719055467506 0.015746484398664575 -0.0011323943797878658 0.014143145651450957 0.026363943460490525 -0.0064798535696485972 0.026886739735394606 -0.0091187431695631156 -0.0051461281509013884 0.0078938706968957641 -0.01276875756684044 0.17884738947767997 0.0082473284058595161 -0.036363754731564883 -0.0068531596547800671 0.010922932749953257 -0.012867974654088643 0.0055859272527831903 0.0052273276504231992 0.056879683987509977 0.029353877319547125 0.022751429225920251 0.0041071843264437902 -0.045659261228207751
leaf_weight=1773.4440698828548 66.304359674919397 6934.9912910724524 3214.8422128485981 1309.2705495674163 728.87586538656615 188.88343052589335 1027.5346550839022 1010.8664689473808 4303.6206217566505 1555.7191841576714 164.98714385181665 1846.2680336034391 684.64310968667269 1244.4033295544796 473.35448188893497 598.95559316780418 7209.0715080911759 10.640520730521528 2818.317430133 275.02329917880706 2184.0259563550353 6388.483242146438 319.52065654145554 1851.9911791931372 1015.0349703556858 356.74235284375027 579.55630737636238 858.62649744562805 2387.0530145959929 129.70537348324433
leaf_count=31851 600 69427 48488 7545 10897 6041 13635 4589 30268 11069 641 14363 5004 10763 3690 2950 130709 61 13343 5186 39136 48039 2192 13016 7428 2633 2210 4651 20577 965
internal_value=-5.8319e-06 -0.0015466 -0.0047444 -0.000428105 0.00148628 0.00410718 0.00387266 -0.00335297 -0.000807153 0.00292343 -0.0120837 0.00145814 -0.00558462 0.00192494 0.0137927 -0.0106327 -0.0111837 0.0452859 0.000859958 -0.00202769 -0.0117781 0.00879338 0.0116597 0.0136228 0.0205773 0.0398105 0.0139962 0.0111596 -0.00185232 -0.00905164
internal_weight=53510.8 38297 18641.6 10756.6 19655.4 14340.1 15213.8 8588.74 7797.77 5859.34 1938.43 5373.89 5315.3 2402.4 1158 7884.97 7808.03 76.9449 10028.3 7210.01 2912.9 7416.02 4311.73 3992.21 2140.22 545.626 1594.59 2167.9 4363.03 1975.97
internal_count=561967 426464 235498 101178 190966 121476 135503 88982 73829 41337 32492 40494 69490 19457 8694 134320 133659 661 87956 74613 50033 61674 33520 31328 18312 8674 9638 12196 35905 15328
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=31
num_cat=0
split_feature=47 18 7 26 25 12 49 16 0 21 13 18 24 20 0 23 38 22 12 25 40 38 36 39 42 35 17 8 41 40
split_gain=125.652 123.949 156.678 125.787 248.521 160.955 138.503 129.062 205.455 143.307 119.526 116.633 114.357 93.2693 89.958 86.6905 81.9897 85.8281 81.85 77.1619 75.9409 107.472 78.6629 72.9855 76.433 67.4899 79.5757 66.6451 67.2287 65.5315
threshold=204.53006794203776 81.36657684509025 1.675 11.163838134882687 16.614159606224082 225.18846662350455 0.70546571923610635 10.873512161138891 6.8500000000000005 9.8567725361627776 47.80114503110994 15.079386750959298 5.2828996267745119 10.62100416918458 5.4500000000000011 16.294127980430915 5.3007647831770948 35.084809883358943 31.657259419473252 8.3925809034541228 0.12821729955695163 9.050371736887227 8560.5373454927267 617.05691511840052 19.99689882134825 4.1645422944500412 309.49845311292455 1.9350000000000003 9.8470431596612755 0.27665633089922376
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 15 -10 -7 18 14 -9 -13 -5 17 -8 -4 -17 22 25 -14 24 -19 -22 -27 28 -23 -1
right_child=-2 -3 3 7 -6 10 16 13 9 -11 -12 12 20 -15 -16 19 -18 23 -20 -21 21 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.012428282134136347 0.014279351452556922 -0.0070614129138655531 -0.00095310813697180297 0.029925756732641185 -0.026807431663328385 0.01509440873694207 0.006183095557989733 -0.009456394488483821 -0.038774624725101299 0.004974646831545821 -0.011829557503361733 -0.016899795312884838 -0.012842290674597715 0.0073065181363520613 -0.0035884399453514773 -0.00038098520368255582 0.012245550921144863 -0.023450361878249462 0.012522349491229332 0.019943857198701256 -0.0079101574521504205 0.023726528474612985 0.01588314190512731 0.034099653635575808 0.015532789948820567 0.0034364519189566591 -0.011010330278803715 0.0040153992269917008 0.13761447052750839 0.00018777971022480831
leaf_weight=3094.4426580634899 1496.3026638356969 6183.4239670203533 2512.4540996695869 1176.7206133147702 833.46212001307867 2868.3802151544951 2098.5021431925707 1462.0698026288301 265.12943750247359 636.6912250444293 481.39637605962344 2535.972575559048 2104.5080415676348 1918.9053166648373 2540.8940454921685 713.44958732370287 3013.367002400104 692.64275026787072 2043.3151569133624 1351.6670211241581 2946.9480884613004 560.92196115665138 268.76579013373703 78.245442346902564 153.62664179317653 5900.3699083714746 1136.8396074445918 797.19961129315197 13.26446412457153 1542.324119403027
leaf_count=71949 8789 57857 18587 3670 16073 39660 12470 8721 1571 3558 8392 39588 41018 9553 22363 3423 29355 12807 19018 5293 25900 6517 1762 892 772 66736 11150 3587 111 10825
internal_value=-5.53725e-06 -0.000417172 0.00048099 0.0014638 0.000154526 0.000840736 -0.000342532 0.00730687 0.0132219 -0.00788736 0.0112252 -0.00208707 -0.00382594 5.75596e-05 -0.0102377 0.0190941 0.00640901 0.000591101 0.00509079 0.0129221 -0.00145491 0.000245142 -0.00958923 -0.0121018 -0.0163736 -0.00155761 0.00110262 0.0133698 0.0263575 -0.00823181
internal_weight=53422.2 51925.9 45742.5 41105.7 33581.1 32747.6 29397.8 7524.63 4143.66 901.821 3349.78 23361.5 18805.7 3380.98 5076.87 3241.84 6036.38 3023.02 4555.77 2065.12 13728.8 11355.5 2373.27 924.515 846.269 9984.16 7037.21 1371.39 574.186 4636.77
internal_count=561967 553178 495321 412547 376758 360685 312633 35789 17515 5129 48052 256337 218732 18274 61951 12386 56296 26941 37605 8716 156781 114001 42780 14471 13579 103786 77886 10215 6628 82774
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=31
num_cat=0
split_feature=1 1 31 38 37 34 43 26 26 21 0 0 18 12 49 12 8 26 22 0 25 26 20 26 14 33 33 8 13 41
split_gain=123.253 135.264 135.682 129.346 202.572 189.033 181.428 160.474 149.109 205.864 183.654 133.233 140.993 118.026 117.214 113.696 123.876 108.064 111.022 105.354 104.216 103.057 98.9213 98.2735 90.8301 92.176 84.553 82.3651 74.7035 97.5484
threshold=3.5000000000000004 1.5000000000000002 -0.41182057144565959 5.3242853994680654 0.22772907078093435 0.22320960302880888 5.0670908448214922 13.242479790889375 3.628859369536066 2.5115351435741866 6.1500000000000012 9.0500000000000025 15.936311005900086 52.843114367070392 0.34609771520278948 320.27491544628793 1.5950000000000004 15.093316252552965 130.0773200888346 5.5500000000000007 13.066038835420871 5.0351866334815165 0.27664679019027033 7.6902515818333823 9.4961540923120502 572.59444363670684 4995.0427430512873 1144.6950000000002 46.183239225143652 4.2970149510693618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 28 4 7 -6 8 20 11 10 23 12 -5 24 17 22 -17 18 -11 -19 21 -4 -14 -10 -1 -26 -15 -16 29 -3
right_child=-2 2 3 6 5 -7 -8 -9 9 14 -12 -13 15 26 27 16 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0031614408464775662 0.022408051277793668 -0.006244790481034196 -0.024280216572980403 0.0040663114312594851 0.010365352354311526 -0.0059759485941717379 0.019077917134045302 0.0062409812051512905 0.077432109902653909 -0.0022717668636717992 -0.067033156139179623 0.0076537153753224556 0.31725178074704452 0.011743554968342777 0.0044519345592615471 -0.026730363392258601 0.025824815119115403 0.026559243703021637 -0.01846559835571419 -0.01482047092765193 -0.038979067868401968 -0.0081373050007432241 -0.020168105993084644 0.014385937912574087 -0.0052359576703256035 -0.04456021773890647 -0.011094912389251478 -0.059883053997832308 -0.019399758467118482 0.037349981043922544
leaf_weight=8095.5014276201837 606.41094678360969 176.3463944948744 1671.2236888764892 1100.3687229033094 2465.9542764795478 6268.0084237048868 1184.4505415814929 854.69689233321697 179.38156815920956 3039.8944424707443 34.295060768723488 1115.9598371286411 2.1736744102090588 4743.1105683054775 9328.4977064428385 178.7327160036657 300.86101941671222 474.13123330287635 1623.7373244434129 227.69094203505665 496.89394151885062 2420.7980378023349 3082.2488546608947 94.305042117834091 2344.9931685868651 159.12951016332954 443.12244768161327 50.016235718503594 108.23423707578331 471.16109274700284
leaf_count=41907 2493 2015 41971 20898 18734 55637 8568 4756 2466 24552 584 9779 46 21623 83440 17658 2380 1753 26632 1344 11982 26510 106321 303 11884 957 2038 393 2017 10326
internal_value=-5.07926e-06 -0.000262808 -0.00191795 -0.00235576 -0.00608056 -0.00136213 4.28019e-05 -0.013651 -0.00103947 0.00158194 0.0420403 -0.00786558 -0.0115786 0.00361139 0.000736817 -0.0164089 0.0062388 -0.00515728 -0.00790998 0.0131345 -0.0173559 -0.0147302 -0.0199303 0.0557081 0.000587221 -0.0077349 0.00979219 0.00410883 0.01905 0.0254771
internal_weight=53342.3 52735.9 36950.1 36194.3 14177.6 8733.96 22016.7 5443.61 20832.3 15051.9 307.982 5780.34 4664.38 15785.9 14744 3564.02 479.594 5365.45 4663.63 701.822 4588.92 4092.02 3084.42 273.687 10599.6 2504.12 5186.23 9378.51 755.742 647.507
internal_count=561967 559474 481065 466707 159590 74371 307117 85219 298549 141467 3353 157082 147303 78409 138114 126405 20038 54281 51184 3097 80463 68481 106367 2769 54748 12841 23661 83833 14358 12341
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=31
num_cat=0
split_feature=22 7 49 38 37 35 37 38 49 8 34 8 20 12 38 40 25 8 40 39 33 17 26 18 35 37 37 21 13 24
split_gain=117.524 124.04 120.413 153.066 199.747 174.312 155.136 212.596 116.179 113.147 97.469 92.3769 86.1601 85.741 104.519 94.3017 103.921 82.5684 81.5624 80.8688 83.7164 70.2443 68.7058 87.9849 74.9387 93.023 71.0698 79.6907 73.8872 67.4981
threshold=9.7937240493571398 1.675 0.22516096074812811 4.2683749177777521 0.25074187495221295 3.6916070280446096 0.16585623811686137 6.8053869173832124 0.66852285091738695 4.1350000000000007 0.21309250269354713 1.6850000000000003 7.7688008706565883 4845.5242645891421 25.504213735069857 0.12027212024446188 3.4602861185530451 3.1250000000000004 0.16616819785326969 753.27615023998931 433.6209853529885 192.69115839941318 15.093316252552965 84.164324769272483 8.3805532022678602 0.10398238355958965 0.2442129601930976 1.3756536403599335 37.649132558372422 19.559567624102893
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 17 12 7 18 13 22 -8 -10 -6 14 15 -9 21 -4 -5 -2 -21 -17 23 24 26 -26 -3 -28 -29 -22
right_child=1 2 3 6 5 -7 10 8 11 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 29 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.010835773371057391 -0.011893556163824747 -0.015891766139788831 -0.020187326755741919 -0.017517019491306931 -0.016260961949078074 0.0086119970218240891 0.012972339215463681 -0.0079937022444423102 0.025651321039908127 0.0043972393691917916 0.0036437265410040952 0.0064514483484321835 -0.00034766834637263997 -0.037829527589390149 0.015996425752865001 0.0050745594727817809 0.0091831313189056785 -0.0016494731555225216 -0.0036739012395498858 0.025458409578501852 -0.016671821379402981 -0.011904699539022521 0.0069056648796681792 -0.030809324366581393 -0.012876114323566296 0.017368850592341417 0.29286353240814733 0.0028785717578822053 -0.058399103940739217 0.020353488422925742
leaf_weight=2387.6903560673818 3551.0237639509141 2821.3897565365769 2095.2001141833607 1750.6904013701715 1501.759005906526 3466.6315295456443 5072.3825274526607 2748.7704821231309 895.28668541344814 2189.8449747180566 6250.5856421517674 2086.5405461089686 1961.7341917511076 140.61036728881299 1100.3300398332067 1087.4987527104095 3231.633066029055 842.08432057127357 2712.9496404791716 318.55774384737015 435.03026255359873 1384.7918022992089 614.07571884430945 496.00735210999846 474.83186817774549 547.20746556879021 2.3189750118181101 863.04891732218675 52.166634950321168 171.66685801558197
leaf_count=11089 66764 39558 29730 37616 11131 20826 48002 48403 16341 10967 52488 10170 11796 1049 8276 12444 25428 3696 26038 4224 13356 16015 2813 7495 10241 7302 18 6179 730 1782
internal_value=-5.58377e-06 -0.000514479 0.000252493 0.00142069 -0.00394561 0.00068578 0.00328112 0.000280723 0.0035853 -0.0053023 0.00782269 0.0122162 -0.00724762 0.000930387 0.00150089 -0.000386066 0.00328012 -0.0148727 -0.00910333 -0.00846307 0.00470275 -0.00443595 -0.00892014 -0.0107688 -0.00868091 0.00331726 -0.0119606 0.000127523 -0.000614212 -0.00619539
internal_weight=53254.3 50866.6 46390.4 38329.5 9867.41 6930.12 28462.1 17139.1 12675.5 8060.89 11323 2981.83 3463.49 9693.63 9553.02 8452.69 5703.92 2937.28 4463.64 4476.28 925.255 2472.29 5871.05 5256.97 4760.96 1022.04 3738.92 917.535 915.216 606.697
internal_count=561967 550878 464752 379449 77179 43753 302270 201780 138126 85303 100490 26511 22927 111615 110566 102290 53887 33426 63654 86126 19362 28459 74336 71523 64028 17543 46485 6927 6909 15138
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=31
num_cat=0
split_feature=4 43 42 0 0 34 27 14 12 37 38 35 37 12 26 25 0 16 19 8 42 26 34 43 47 8 16 38 37 38
split_gain=113.81 144.973 154.418 156.164 130.18 129.665 127.148 103.662 107.036 98.6444 108.056 152.7 113.126 98.0237 98.9679 119.725 101.236 222.358 97.9293 95.4116 92.4054 90.839 90.029 89.3119 89.2214 81.4327 80.3754 83.3956 78.7419 104.568
threshold=1.0000000180025095e-35 1.5919550872255546 15.679706185487285 6.7500000000000009 15.450000000000001 0.15768138062383383 1.1889008689559957 20.77990211313362 68.352507956229587 0.1508556904165049 11.931767953637694 12.417856218878518 0.10398238355958965 175.85737796538714 5.9562263212730677 7.4539191282653841 5.2500000000000009 4.055413973910686 19.03564852148855 1.5950000000000004 10.628192287848121 11.657225158409478 0.13679471726059958 6.386755219675746 0.16031567595035173 1.2450000000000003 9.6116746372011921 5.992709807649911 0.25294469039406353 4.1445610419872212
decision_type=2 2 2 2 2 2 2 2 2 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 7 9 25 -3 8 28 10 12 -12 -1 14 15 20 17 -16 -18 -5 -8 -19 -11 -21 -15 -2 27 -22 29 -4
right_child=5 2 3 19 -6 -7 13 -9 -10 22 11 -13 -14 24 16 -17 18 21 -20 23 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012465634548000322 -0.023091652617897154 -0.018001112537708874 -0.021615539936937017 0.035531628760074596 -0.025700754647597482 -0.031999247456999211 -0.022199998395948828 -0.014143059792924479 0.0094693314727907433 0.024555248780773246 0.016579416243711689 -0.0025462212040504588 0.0019133677109569773 0.041790344183929407 0.030369078283841135 -0.029180611088587102 -0.02701948905819998 -0.0090695869581730038 -0.0023524975200955138 0.00077800289856099327 -0.010908378693328483 0.012309036203788688 0.007236390348557966 0.014916554707251889 0.0034889769129145352 0.0031016508407174319 0.036458573812997844 0.0021088211872510509 0.0017797982332209052 -0.0026198208225390383
leaf_weight=1912.7263422522228 404.52039698604494 1703.43098452501 999.61292526917532 325.81471300404519 359.72679925756529 561.54631266766228 861.38397587859072 1374.903285081964 2524.2702921074815 861.36359713878483 2333.6532192258164 1887.9332217262127 4801.8761520984117 165.46424730028957 712.29737638123333 679.14418340567499 520.92391076963395 1452.9466776135378 1767.9127873675898 2346.8018427258357 2939.9960876989644 755.11792171560228 5824.1114404797554 2131.4162888582796 1875.2201997069642 1113.5512674357742 116.99647244252264 2115.9339427398518 5113.7310188286938 2632.1598885557614
leaf_count=25607 40369 36423 7985 1955 2521 13123 27562 8617 14961 5401 17455 18948 48660 1385 3239 19127 4452 16324 10872 11924 52324 3819 40435 10327 23998 18170 797 28867 27999 18321
internal_value=-5.63682e-06 0.000461017 -0.00150149 0.00173378 0.00407528 -0.0114715 -0.00510475 -0.00118182 0.00039944 0.00468313 0.00175819 0.00802625 -0.00218264 -0.00353148 -0.00526465 -0.00927742 -9.31326e-05 0.00607766 -0.00796654 0.00940792 -0.00703737 -0.00175849 0.00946777 0.00750727 0.00659456 -0.00387808 -0.00451252 -0.00546061 -0.00221846 -0.00784822
internal_weight=53176.5 51096.9 33115.5 17448.7 17981.4 2079.62 15666.8 12644.7 11269.8 17621.7 10936.2 4221.59 6714.6 13963.3 11922.7 6713.45 5209.2 2920.36 2288.84 4804.03 6034.31 2208.06 6685.48 4478.22 2040.68 1518.07 5172.93 5055.93 8745.5 3631.77
internal_count=561967 490305 331278 102089 159027 71662 229189 77883 69266 156506 110670 36403 74267 192766 167383 128677 38706 23382 15324 24206 109550 20143 45836 22251 25383 58539 81988 81191 54305 26306
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=31
num_cat=0
split_feature=1 1 31 36 18 12 37 40 34 17 24 38 38 26 7 35 17 18 36 37 33 12 22 49 21 29 43 22 24 38
split_gain=112.702 119.041 122.969 117.719 202.861 116.883 116.255 161.985 110.016 109.684 162.498 108.255 104.106 115.885 103.237 88.5085 86.585 86.5225 79.8424 77.9275 76.3354 90.3672 103.148 75.2338 87.2781 74.0002 72.2398 75.8773 73.3372 70.9739
threshold=3.5000000000000004 1.5000000000000002 -0.41182057144565959 275.58615289811581 25.568291102373855 17.144846067183554 0.25294469039406353 0.32094938406144452 0.22914301342446078 175.27293523835962 10.788263530552587 13.645349938528369 4.5025306984895801 2.7835470609897075 617.28000000000009 11.846418677652595 460.65793272363283 6.7406830484207756 601.82006148971971 0.14868897192190342 7592.3019548640486 76.672443419588703 23.04428435076986 0.78873169468913484 1.8735278943015843 91.984688040427528 1.2204111152115917 130.0773200888346 15.288755702034484 3.7325928574684268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 19 17 7 12 -8 29 11 15 -4 -14 26 16 18 -1 -11 25 21 22 -7 24 -15 -5 -12 28 -28 -6
right_child=-2 2 3 4 9 20 8 -9 -10 10 14 -13 13 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01027998739524736 0.021600620480035172 0.018071232341276409 -0.025328061286694743 0.0016772144931213541 -0.0091363755698014495 0.011115968697997044 0.014539248126318067 0.01730421245284235 -0.0057530609873918349 -0.019004138060524124 0.0050865980425709965 0.0035873516163779555 -0.022780916546514585 0.071101748449928587 -0.042265930550538171 0.006197289667295814 -0.025709173216424644 -0.011076856942022996 -0.0034088991315075427 0.013362153073568179 -0.017053645366313059 0.013729158084841084 0.0001360101974346822 0.021278819897793379 -0.008067617067283258 0.2049950699077901 -0.011041065612370324 -0.011450758732622803 0.0069155521203350112 0.0047943177714006848
leaf_weight=616.72731953533366 596.76917115785182 761.77637125807814 1590.1679029637016 3104.8888234447222 1097.3916190012824 3162.7505934154615 916.30369823030196 424.25118493288755 2464.1374562704004 1712.1862161364406 3770.2764969004784 1024.4907938330434 1060.1159584778361 35.58288861811161 147.4776046089828 486.23585401033051 1600.3687465840485 2052.5866275429726 1576.2707010067534 2902.5619687926956 369.75150513928384 2909.2257339563221 6607.6288205115125 289.8022321742028 1607.1619341135956 4.4817591872997573 823.29608900239691 2042.8350924144033 1838.0966470406856 5480.3506360603496
leaf_count=2459 2493 14358 29587 43395 9324 13499 6679 2257 24188 29152 36208 15417 39736 736 1185 9629 20903 11579 17395 19887 1778 12791 36303 4985 34046 35 8189 31262 14005 68507
internal_value=-5.47841e-06 -0.000251173 -0.00180837 -0.00222904 -0.000653157 0.00339056 -0.00741676 -0.0122535 -0.00025262 -0.00291423 -0.005272 -0.0113082 -0.0149898 -0.00949647 -0.0007917 -0.0141473 -0.0161708 -0.0061425 -0.0115288 0.00747027 0.0053406 0.00599364 0.00369031 -0.00220916 -0.00635276 0.00197027 -6.99444e-05 -0.00420274 0.00136071 0.0024702
internal_weight=53075.9 52479.2 36760.5 35998.7 27611.2 15718.7 8387.52 5007.08 3380.44 21599.3 15021.5 6399.55 4582.83 2992.66 8621.98 5375.06 4888.83 2669.31 3288.46 6011.93 13049.4 12679.6 9770.38 1932.55 1642.74 3109.37 8474.5 4704.23 2661.39 6577.74
internal_count=561967 559474 481065 466707 324493 78409 142214 111347 30867 261176 183345 92496 109090 79503 90849 77079 67450 14038 46547 63317 64371 62593 49802 39767 34782 43430 89664 53456 22194 77831
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=31
num_cat=0
split_feature=30 38 37 38 37 35 26 17 37 38 34 40 40 19 25 19 40 41 34 24 0 19 7 0 31 4 0 22 34 0
split_gain=112.341 106.578 240.485 139.163 216.461 167.835 140.197 113.073 104.129 108.66 106.086 120.903 98.2493 91.2109 119.492 89.2212 84.8335 78.6605 77.7637 78.0202 75.3585 74.2737 72.4379 72.2975 69.2885 66.9461 65.297 64.7088 63.418 63.1376
threshold=-0.15795340837273561 8.5934427185150408 0.13093364501218044 6.0755053728515325 0.21332903102822101 4.0499154139872617 5.106798972063916 214.43595625275631 0.11489534144941309 10.782480811706487 0.10969425627531366 0.11748652257574803 0.27167639339730548 9.4976189614267721 3.9625633336079047 11.108959180937353 0.16616819785326969 4.7655326994200085 0.14109583621788799 12.790947699120034 4.2500000000000009 10.612273081598572 2.1550000000000007 15.15 -0.46015981211685314 1.0000000180025095e-35 7.1500000000000012 32.005772492640432 0.13505009571437432 3.9500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 17 13 15 9 -3 11 29 22 -4 24 -5 21 -6 -9 -20 -7 -2 -8 -22 27 -21 -14 -15 -10 -11
right_child=1 8 3 7 5 20 12 18 28 10 -12 -13 26 14 -16 -17 -18 -19 19 25 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0069027333305055685 -0.042579660843287598 -0.0079764819743658056 -0.031805843074305 0.002788862068470779 -0.0045829902421832261 0.0016158110270517773 -0.021001608479040541 0.015858035655675902 0.025748025906948337 -0.019325262057401316 0.012654987734952054 0.015688957377995097 0.018294157117164572 -0.022920774943811239 -0.025490741347169783 0.017734028918776259 -0.004534621301434648 0.0093535499934212351 -0.012542965542409114 0.0088073378073739005 0.012227582724077236 -0.015316652727009605 -0.0029436346095771558 -0.018175984467055466 -0.0049193147039845262 -0.048164858639716097 -0.010144372917930409 0.10457940957498485 0.0085198069875032298 -0.0011948215192753137
leaf_weight=5311.8442473711912 291.02467447519302 1885.0299541405402 663.81590713490732 1583.0032172326464 7123.6393292073626 3505.6491036142688 646.89008449716493 581.94971986720338 815.59983765892684 667.480804562103 2918.2213721820153 849.83091404568404 814.80589005723596 15.471081273164598 935.79219175875187 2705.2086548439693 1907.0521604581736 1180.2264352412894 1330.8206388100516 974.25682264845818 5103.2485987271648 1764.4687404048163 3924.5824393201619 203.32044159295037 1688.924033561023 54.44469522498548 268.31246396899223 27.892253285972401 1547.9785144177731 1711.3126497196499
leaf_count=82920 11705 30676 17269 23392 45858 30826 8939 4536 6744 13508 24024 6503 3238 173 23944 21815 15837 9215 12204 6179 31767 34019 32990 1486 24206 1263 1356 350 12296 22729
internal_value=-5.3295e-06 0.000762918 -0.000484999 0.000899348 -0.000800923 0.0024983 -0.00708477 0.00703813 0.00523996 0.00252533 0.00574588 -0.000498972 -0.00229087 -0.0152205 -0.0110941 0.012217 -0.0121299 -0.00260219 -0.000511842 -0.00454929 0.00730455 -0.0191767 -0.00549894 0.0110627 -0.003317 0.00579205 0.0112493 0.0590902 0.0144647 -0.00628216
internal_weight=53002.1 47690.3 37294.8 33332.3 26102.6 17116.1 8986.49 7229.68 10395.5 8031.88 6146.85 3228.62 5654.59 3331.9 2668.08 4288.21 3962.55 8303.87 2941.47 2359.52 8812.22 2055.49 4571.47 5306.57 1732.29 1028.7 1083.12 43.3633 2363.58 2378.79
internal_count=561967 479047 362567 301006 231617 119152 112465 69389 116480 97440 66764 42740 46523 65942 48673 45207 61561 55073 24182 19646 64079 45724 41929 33253 24729 7442 4594 523 19040 36237
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=31
num_cat=0
split_feature=13 12 26 25 49 0 21 21 0 7 8 21 15 28 17 34 24 18 21 26 24 8 38 37 23 42 20 47 31 8
split_gain=108.157 179.549 152.875 211.067 132.227 112.837 225.128 121.645 122.777 103.409 101.253 109.018 89.0055 94.2763 88.1254 94.5853 80.8333 115.497 97.9805 220.169 79.8892 79.4692 77.4624 104.756 77.3165 78.8659 74.7752 74.3506 95.7259 77.1208
threshold=48.671787479682642 229.93122438653879 12.518688256497816 17.222203410146502 0.66852285091738695 5.5500000000000007 13.056227313687593 9.9946853341497679 8.7500000000000018 4.8850000000000007 1.1150000000000004 1.6153287143890969 6.9014041134090487 1.685027107371371 43.065941080651506 0.15282233120006389 5.0893046096758212 14.865117591641022 1.8735278943015843 2.4609302684983256 17.074406502585166 1.675 4.0451473404535108 0.31008709367006498 24.785117480282654 10.1823256994227 4.6435818103509812 1.1278316638412063 -0.34534306616897509 4.1350000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 8 21 16 -3 14 13 -13 -12 24 17 -1 19 -18 -8 -7 23 -6 -16 -26 -2 28 -20 -30
right_child=26 10 5 -5 22 7 20 -9 -10 -11 11 12 -14 -15 15 -17 18 -19 27 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00069172972945512746 -0.024777850822911163 -0.016403478690582125 0.024090692312020819 -0.025723129559196169 -0.01570020412051602 -0.063389864304642773 -0.00732042855901945 0.0031161320160295199 -0.075578289301646562 0.0034497548372449229 0.3971057183566013 0.022898060271851227 0.00071707175199982017 0.0035496610986329455 -0.0078902213946090895 0.37535166956076593 -0.015262938331467725 -0.013774483624730195 0.019097706838274317 0.07742204981208381 0.010851231432774661 0.00024059171957531366 0.0067059267300673478 0.0054775325555976462 0.10795080525500883 0.51012067465893329 -0.0050809334500772768 0.00045687787580819469 -0.010209672852781362 0.0087959112026937541
leaf_weight=2765.2221902031451 553.59107593679801 332.13485264522023 1939.9572102013044 881.95374172274023 1031.8941109867301 60.371762359514832 1283.3700413424522 1927.3099783696234 97.997317408211529 5379.9529734360985 2.3770720004104069 1908.5019976419862 1297.7868172272574 939.51010439684615 17.726913292426623 2.494351824745535 135.92502598534338 4326.4176465838682 337.13735886057839 121.21020717243664 1143.984424777329 262.09897653572261 7133.1808469456155 1345.0753280720674 7.9818670158274454 1.4387480698060242 3717.4880638208706 8063.5373327485286 5302.0787476974074 593.51289517711848
leaf_count=24545 13369 24801 7247 16284 9966 428 6911 10193 698 37189 33 18873 11061 8533 520 30 10184 65300 5248 2149 5514 1099 76836 8178 225 18 34882 74114 85104 2435
internal_value=-5.17975e-06 0.000664671 -0.000306426 -0.0015531 -0.000969636 0.00664014 0.0113923 -0.00219979 -0.0265665 -0.00275401 0.0101674 0.0122797 0.0115699 0.0165154 0.104186 0.0806958 -0.00429598 -0.00867316 -0.00216305 0.0284276 0.00124367 -0.0116721 0.00410102 -0.00371618 0.0536224 0.169372 -0.00763393 -0.00271325 -0.00681458 -0.00829637
internal_weight=52913.2 48642.1 44132.2 37417.1 36535.1 6715.09 4367.31 2347.78 420.468 27025 4509.95 4177.82 4145.8 2848.01 32.019 29.6419 21645 7091.64 14553.4 257.135 2427.35 322.471 9510.15 2376.97 27.1475 9.42062 4271.08 14296.3 6232.73 5895.59
internal_count=561967 513716 449622 417532 401248 32090 19672 12418 2225 306268 64094 39293 38467 27406 826 793 269079 89845 179234 12333 12425 1527 94980 18144 763 243 48251 166901 92787 87539
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=31
num_cat=0
split_feature=23 24 0 23 43 22 24 0 26 12 29 25 23 39 33 36 31 22 35 12 0 7 31 18 38 19 0 47 17 19
split_gain=105.281 123.755 166.584 136.906 111.319 107.94 110.509 106.155 92.6804 91.946 90.2464 93.7153 89.6903 84.2741 149.845 95.2958 92.2139 88.4705 79.201 79.0856 77.5737 83.9611 88.5645 82.549 76.7905 75.2764 73.8157 73.1876 72.5878 71.7882
threshold=4.1859780098442529 5.4844781185796707 3.7500000000000004 12.120086482684046 5.1313222008594979 130.0773200888346 17.074406502585166 4.4500000000000011 12.212034763991637 124.74675381462389 23.422002874737448 17.908986177039349 21.344551230070248 2966.2696926644289 1376.9615636559504 6961.7042804454886 -0.54879856812894734 834.49849046153543 4.1645422944500412 17.144846067183554 17.450000000000003 3.4050000000000007 0.085355511112853014 32.133756148532534 2.8999462287259861 33.806339921724664 4.7500000000000009 0.91689307613003124 104.27849117641411 4.5441313003175274
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 7 25 29 20 11 -9 -7 15 26 16 27 -18 -3 -6 21 -4 -23 -24 -10 -5 -15 -14 -11 -8
right_child=1 3 4 5 19 12 8 10 24 28 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010248178541533636 -0.015159409603219993 -0.00040657280330477639 -0.011260708034039986 -0.0042731532007894936 -0.0096697570861964972 0.0068115025954134621 0.069197706464502642 0.0045298357168749295 -0.00420928033520251 0.027148279159496393 -0.016178222606927695 -0.032533399712650103 0.09285732592199375 0.030950618592140735 -0.0098849144667451632 0.023212123710147709 -0.010354014984877044 -0.037090574051840526 0.010754953475093428 0.01291381214725755 -0.055171242672862719 -0.023894010495802476 0.011975958971858467 -0.007788516012833523 0.018780091038198773 -0.021201718090906273 0.002378141141254988 -0.045972144588971427 0.00075217707539494 0.0019056174092703286
leaf_weight=2390.2315938877873 2939.3988988676574 2351.2925868837629 3715.9813932529651 4353.6299582542852 494.09860285557806 1377.518323909957 39.971110510639846 7734.3186902839225 445.7966353520751 335.35379955149256 614.5658711893484 174.40054671559483 36.492695338092744 461.24881864548661 1224.7808380252682 207.0601727841422 5267.8191438175272 328.71196809248067 4904.7393235289492 1799.581076043658 82.876214035786688 323.25825172103941 1330.5925164050423 876.18217268656008 1961.4452041145414 773.33440485526808 443.28352774237283 12.831123969051985 1166.0622193238232 4695.5149240209721
leaf_count=13064 51316 14414 53307 59309 2784 21805 317 60214 2334 4114 8251 2439 385 2436 11096 1295 97406 6896 37922 9752 653 5080 7683 5659 8090 7745 2935 284 20503 42479
internal_value=-5.45151e-06 -0.000491037 -0.00468075 0.00097204 -0.00163838 -0.000511777 0.00149533 -0.00114144 0.00653439 -0.00447602 0.00227832 0.00371253 -0.00497064 -0.00700392 0.00151376 -0.0101027 -0.0113245 -0.0119244 0.0071381 0.00804892 -0.00711498 -0.00647734 0.000548225 0.00412863 0.0145227 -0.0068266 0.0169481 0.0567422 0.00664797 0.00247361
internal_weight=52862.4 50472.1 13063.4 37408.8 10124 30152.7 20793 13650.2 7142.73 7830.31 8523.29 7908.72 9359.75 7982.23 2129.31 5852.92 5645.85 5596.53 7256.03 2293.68 6328.89 6246.01 2530.03 2206.77 2407.24 5126.96 904.532 49.3238 1501.42 4735.49
internal_count=561967 548903 160851 388052 109535 335716 191178 137958 53220 96999 70904 62653 144538 122733 16467 106266 104971 104302 52336 12536 72382 71729 18422 13342 10424 67054 5371 669 24617 42796
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=31
num_cat=0
split_feature=49 38 37 40 35 37 38 37 16 38 34 46 37 7 43 8 19 34 33 17 8 17 12 22 34 0 33 18 17 26
split_gain=101.49 149.067 203.73 172.151 132.839 119.082 175.467 131.51 128.513 125.682 110.344 108.687 106.409 100.242 93.1747 91.5873 88.1579 87.329 80.8146 76.7708 74.7451 74.5172 70.4384 100.355 70.4124 86.8433 78.0411 71.6468 69.6717 67.6568
threshold=0.22516096074812811 4.017757478109794 0.26938452845725602 0.32094938406144452 3.6315599120050517 0.21205424696411287 6.0755053728515325 0.1451334994107831 8.111482919004791 10.227700571053999 0.23296630829958598 0.0047421474872521418 0.10149717185493483 2.2550000000000003 5.4071395773525772 3.1250000000000004 8.1727707400665697 0.16984646935045958 520.98749050459253 629.76671548793672 1.2950000000000002 488.46359613130647 80.931667621795427 101.42409075289711 0.2947892693839525 8.5500000000000025 160.4481104573776 9.5903791825315476 77.695752447681997 8.9462709441866544
decision_type=2 2 2 2 2 2 2 2 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 15 5 -4 6 8 9 13 12 -7 -11 -8 -3 22 -2 -14 -9 -19 -18 -15 29 -1 -24 25 26 -5 -26 -10 -22
right_child=1 3 4 24 -6 10 7 17 28 11 -12 -13 16 20 -16 -17 19 18 -20 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.012803153301760382 -0.021802002494142124 -0.023885738608914728 -0.0061865724809201574 0.033470165452827154 0.0074853792416061382 0.015436412310175857 -0.017328988470235077 0.01870000044320197 0.02462632923180999 -0.0080179549367495485 0.00048032069792511056 0.0079190652543666678 -0.016426769036605986 -0.029558543566023044 0.0055248817529359321 -0.0026569751141446874 0.0037861217280053972 0.0065652016908188575 -0.028027715930150549 -0.016585548734607349 -0.0065825728857300926 -0.037932841342047052 0.0058554431658874029 -0.010772231826200376 0.033046695798435888 -0.0028220257546174559 0.013679732612043811 0.0017908301252829743 -0.00028570427097856951 0.011828045092845903
leaf_weight=3311.1425715426449 1946.8822359028272 1112.430862580426 3853.0312524160836 810.66947231581435 3296.8759547385853 2549.9315939648077 1396.6651138444431 1705.1760733821429 380.5515978760086 1341.4697326070163 2388.3594225435518 5282.5015652226284 850.00346107408404 341.86387544684112 1702.2566481435206 919.83089906536043 3680.8272390619386 2518.2431975507643 180.96478728344664 528.92449209699407 3337.4508829978295 166.99756048154086 1759.2949318331666 1874.0750181931071 202.47100016195327 453.18306195735931 1292.1362715261057 1941.1546378307976 1069.1924686133862 586.74673764966428
leaf_count=33186 25998 27985 25424 3025 19227 21196 25963 17391 2136 13722 24193 63904 22947 19608 9439 4091 45373 25774 1703 4814 36516 1564 15500 38501 793 2582 6081 11564 9164 2603
internal_value=-5.08446e-06 0.000965377 -0.00439755 0.00253987 0.000117667 0.0011203 -0.000308482 0.00236904 -0.00700102 -0.000147199 0.00820303 0.00469154 -0.00511151 -0.0104661 -0.00495848 -0.015659 -0.00173907 0.00984191 0.00424597 0.00122657 -0.00709863 -0.00522186 -0.00752819 -0.00272103 0.011426 0.0170308 0.0213093 0.00474303 0.0062536 -0.00382981
internal_weight=52781.3 44134.5 10016.6 34117.9 7149.91 29418.3 24480 17484.8 6995.23 13080.4 4938.29 6623.97 6456.42 5545.49 8646.77 2866.71 5059.76 4404.38 2699.21 4209.75 4433.06 4091.2 6944.51 3633.37 4699.61 2555.99 2102.81 2143.63 1449.74 3924.2
internal_count=561967 465341 74740 390601 44651 366556 321167 221591 99576 176723 45389 77626 99097 88276 96626 30089 73134 44868 27477 50187 60291 40683 87187 54001 24045 11688 9106 12357 11300 39119
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=31
num_cat=0
split_feature=1 43 43 0 0 1 14 12 25 0 23 16 26 24 22 21 22 24 12 24 0 22 35 40 0 0 34 23 39 33
split_gain=100.987 104.912 159.629 228.8 122.773 125.233 113.941 123.907 103.898 105.323 85.9925 85.0452 133.636 82.6679 89.3269 79.1451 77.9388 87.6292 87.162 84.4658 82.3058 77.8562 76.5735 70.0125 69.5079 68.8577 67.7967 65.2553 62.2768 68.3816
threshold=3.5000000000000004 1.8758396869146059 4.651374303068418 9.8500000000000032 14.550000000000002 2.5000000000000004 18.492876349529592 50.707963105878981 3.0213156514862107 4.0500000000000007 10.520257430928325 1.6919650383932421 1.9507615880521618 8.8167009896952013 280.12318392248136 6.1856413059076472 66.492995349628842 4.8073447838052781 329.39960875885436 30.472289874012468 3.5500000000000003 13.473239636523983 5.9324558566777874 0.19101695262677801 4.0500000000000007 8.5500000000000025 0.16181650046992163 8.6064751693546793 365.41075896881813 330.32333013292708
decision_type=2 2 2 2 2 2 2 2 2 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 5 8 7 -4 9 11 15 12 -1 24 28 -10 17 -3 19 27 -21 25 -6 -16 -12 -19 -7 -18 -15 -30
right_child=-2 2 3 -5 22 26 -8 -9 10 -11 13 -13 -14 14 23 -17 18 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0067173290291418532 0.020648814122338335 -0.0094982363679410736 -0.0021644303524724589 0.018571473504267504 -0.041517949975826342 -0.0053591985225906608 -0.010864282981916495 0.010022702931677837 0.027094940693387273 0.0033409638666933314 -0.012954555833787887 -0.015058809096351386 0.050789877894020723 0.0056509109201769983 -0.0075102484613677779 0.0074854541301531859 0.015642708603664384 0.026553511100799645 0.0072885304459702933 0.027972333440269039 -0.0067884863625262198 -0.0011148952027670049 -0.0048719703927478201 0.015274930493196901 0.0031115254439960109 -0.028340410986397419 -0.031113037659714751 -0.016234193700759413 0.025515398133439445 0.0097456603407521519
leaf_weight=404.15330949705094 585.2790595581755 3336.9073400183115 6661.348275285447 1769.2461122064851 245.4475764897652 1161.8853777735494 2238.2650581246708 3036.2162438852247 900.95299337338656 4753.8220369196497 998.34052756987512 1750.6740563616622 134.68997322209179 3225.4107908334117 1413.6039233957417 1199.7716676909477 166.83275876822881 435.79619081038982 646.60276747355238 223.32051436067559 717.12913371110335 6270.7256868837867 340.03028050996363 442.72997956350446 2067.203454980161 65.745722836814821 327.59396098041907 4261.4618734440301 1107.9302942140494 1811.2511759591289
leaf_count=7185 2493 37685 45451 9004 1873 46991 18636 23937 7331 46441 14304 26951 1341 24892 13131 5552 2509 1687 10457 2193 7890 60406 2193 2259 18928 401 8058 90537 7514 13737
internal_value=-4.83571e-06 -0.000236787 -0.00217583 0.00179156 0.00235866 0.00296825 -0.000695727 0.00165125 0.00399942 -0.000902223 0.00662138 -0.00971253 0.00765725 0.00486089 0.00753585 0.0158955 -0.00554792 -0.00286643 -0.0100543 -0.0121431 0.00146587 0.000401262 -0.0202349 -0.00207605 -0.00212064 0.0193576 -0.0110235 -0.0150333 0.0104397 0.0157308
internal_weight=52700.4 52115.1 29829.6 13705.1 22285.5 21700 11935.8 9697.56 20210.5 7043.34 13167.2 2289.52 538.843 11066.5 8000.93 2100.72 16124.5 10109.2 6015.35 5368.74 940.45 6772.27 585.478 1856.33 3065.54 501.542 1489.48 4428.29 6144.59 2919.18
internal_count=561967 559474 310793 97028 248681 244615 88024 69388 189566 81918 107648 35477 8526 94765 61533 12883 213765 100179 113586 103129 10083 62494 4066 15390 33232 2088 55049 93046 46143 21251
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=31
num_cat=0
split_feature=47 7 7 49 38 37 26 21 0 16 49 29 25 8 35 27 26 7 26 16 18 15 35 21 0 32 31 17 9 18
split_gain=97.5567 100.538 115.706 121.7 116.599 188.65 120.059 256.297 126.75 114.754 111.111 94.8299 94.4768 122.322 91.2086 90.135 87.6603 89.3539 83.9747 86.1866 80.9407 77.2146 70.0335 69.8044 66.9703 65.5513 87.1685 79.423 65.5016 65.674
threshold=204.53006794203776 41.505000000000003 4.8250000000000011 0.23103904958817167 4.0451473404535108 0.26938452845725602 2.5889924027482416 1.9048043063378604 5.3500000000000005 4.1086461245618819 0.8118674910389716 24.581916683678042 0.98177235799300455 1.5050000000000001 3.4333334911413012 2.8663980889770895 28.28177536953044 1.635 4.1416099778263105 2.4406356755920551 5.9902716027384573 9.7200533048305537 8.8070318809374459 7.8608245142103659 3.8500000000000001 2.3492532016440659 0.11689701384383386 142.48085467949397 7.2200000000000015 9.9336919568468183
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 18 12 16 21 24 28 15 -7 17 -9 19 -8 -19 -4 -15 -3 -6 26 -22 -27 29 -14
right_child=-2 23 11 4 6 14 7 10 -10 -11 -12 -13 13 22 -16 -17 -18 20 -20 -21 25 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0077065088460172614 0.012793844891939646 -0.053040009781690871 0.0085922426111967008 -0.018081800274287088 -0.016288048153619335 -0.0014617394082692629 0.11718406613076689 -0.010269959091887897 -0.028380605644592573 0.024737029859591666 0.012482080570242526 -0.0092437157739982158 0.0086195179773325432 -0.013946834165376083 0.0054952308207914568 -0.021929262244033548 0.020429940531016967 0.036157588616446919 0.035500917246925424 0.010218266956666604 -0.0033696089718298081 -0.0029388867829712693 0.0084422014693041527 -0.011810305097848597 0.011524019370815795 0.0078810039325069563 0.0047357055269595452 -0.014352368536084273 0.59389501781900644 -0.036786680684439979
leaf_weight=6292.6113299520221 1448.0498459651135 127.23105137515813 7319.9985041387845 2161.7962825165596 307.70128618204035 1849.3627803258132 92.098038838244975 1770.0101781194098 43.000455555506051 266.17518806317821 2357.1087655019946 1098.5458873119205 90.146392812253907 1128.9808584642597 2877.7672475087456 758.52470756694674 564.37737573031336 167.00285372463986 119.01131853926927 23.672041495796293 4784.1531837983057 1810.9200731064193 505.74814957147464 531.59092309046537 729.86195249832235 577.21769159426913 10817.393358370988 1320.7895788575988 0.41891835071146388 682.94710048986599
leaf_count=82281 8789 1603 45315 24730 6465 11926 1669 33294 836 3130 21080 10334 2638 13105 17156 6244 1988 618 542 1006 81850 12330 4111 3277 9857 4080 84052 10452 12 57197
internal_value=-4.32216e-06 -0.000366451 -0.000113367 -0.00131914 -0.000136825 -0.0055721 0.00144076 0.00280754 0.0505394 -0.00689394 0.00221451 0.00463548 -0.00933731 -0.0147716 -0.000642253 -0.00741488 0.00100448 0.000440425 0.0649937 0.0953123 0.0015135 0.00630529 -0.00702017 -0.0197725 0.00327603 0.00118288 0.00225024 -0.00759081 -0.0311534 -0.0314921
internal_weight=52624.2 51176.2 50517.3 40287.9 33995.3 7647.45 26347.8 22635.8 277.782 3711.98 22358.1 10229.5 3445.8 2408.24 5485.65 2607.89 20000.9 19436.6 234.781 115.77 17666.6 9130.92 1634.73 658.822 1037.56 17499.6 15601.5 1898.01 773.512 773.093
internal_count=561967 553178 548298 480319 398038 60056 337982 241467 4053 96515 237414 67979 93385 77063 35326 18170 216334 214346 3217 2675 181052 57645 17216 4880 16322 180434 165902 14532 59847 59835
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=31
num_cat=0
split_feature=28 29 0 28 38 37 31 37 38 8 49 8 35 0 40 49 22 35 26 13 22 19 40 8 12 21 26 42 0 12
split_gain=95.1827 112.052 130.649 113.923 98.1965 148.754 122.48 116.185 136.007 102.729 91.8481 94.4319 90.8325 89.9252 89.2253 87.9617 79.0334 77.1584 76.7515 96.0695 188.067 72.9471 71.0153 73.2954 72.87 87.6659 117.187 88.1174 81.8539 79.561
threshold=0.27918971231953837 6.5838614006403295 15.65 0.6006089324193461 5.1844078222603134 0.21878402177993869 -0.23181223077212801 0.16585623811686137 7.315879266307463 3.7450000000000006 0.65259166460473073 1.5250000000000001 4.5270187689188965 4.8500000000000005 0.16616819785326969 0.19746029186487143 65.788344052811524 3.6315599120050517 2.8689981919195486 4.4089117448436195 75.188528553309695 21.29777278393863 0.32094938406144452 1.1050000000000002 22.412893895326377 2.5381684975074088 3.5074008408402313 8.7881811907217706 5.9500000000000011 69.13307666296366
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 14 -8 22 18 -2 -5 -6 -9 -14 -7 19 20 -12 -18 23 -10 -25 26 -26 -27 -28 -29
right_child=1 4 -4 13 7 17 9 15 10 -11 11 -13 16 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 24 25 27 28 29 -30 -31
leaf_value=-0.015687283321300167 -0.012782331392830831 0.013974303130270064 -0.034312766766262298 0.002497810246495633 -0.017297401060617151 -0.00624054030930351 -0.018677679755779966 -0.0090894210406361198 -0.017780907536793567 0.0050386080258430716 0.021561679116774295 0.003663719959438887 0.010268356743680377 0.012298732248649098 -0.0028235766736746663 0.0088650818515936206 -0.019503081518086579 0.0022580772265775942 0.034554778529917 -0.02213948355938334 0.2971168587925011 0.0056878828647252541 0.017482616509669667 -0.018864224891915461 0.0078235787830249516 -0.0077621864835356316 0.078089265628636439 -0.0057611635180008234 -0.045362623443604796 0.0087425898843988131
leaf_weight=950.03111046156846 1354.9367317047436 397.43522275518626 217.25991052249447 4329.183922363678 1813.6107285262551 4526.5722002834082 3150.9463816985954 776.7019544497598 671.83422323549166 533.98085562791675 65.592709676362574 1907.4589399234392 1589.3609366945457 5094.5129021820612 2578.8397388746962 5604.2941919253208 576.3385858933907 6514.0366263829637 545.61726584727876 155.54097729362547 6.8375484836287788 573.19527260144241 498.88591443328187 511.38488351367414 484.4245005256962 2825.566226906376 106.97181330947205 1452.6847215776797 15.354451184626667 2708.4366257148795
leaf_count=35596 14733 7051 1587 27299 43933 30935 44644 7792 45779 2229 465 10448 14477 25866 25467 52439 13417 48781 8146 9302 69 5463 2157 4130 14748 31278 671 10641 204 22220
internal_value=-4.70583e-06 0.000284102 0.00415263 0.00477086 -0.00111958 -0.00424169 -0.0123967 0.000957662 -0.00127561 -0.015241 0.00148849 0.00963964 -0.00219336 0.00779625 -0.00879971 0.00667964 0.00304503 -0.0012263 0.0243746 9.83886e-06 0.0475746 -0.00694204 -0.000867559 -0.00191063 -0.000595089 0.000635258 0.0188657 -0.000947942 0.0625935 0.0036792
internal_weight=52537.8 51587.8 13734.8 13517.5 37853 15123 4082.36 22730 16349 3684.93 11956.6 2681.05 4093.83 9423.7 4392.45 6381 2738.89 11040.6 773.589 227.971 72.4303 1149.53 9275.54 8776.66 8104.82 7593.44 606.751 6986.69 122.326 4161.12
internal_count=561967 526371 102842 101255 423529 133640 53924 289889 229658 46873 160258 28430 48090 53165 69400 60231 33357 79716 17982 9836 534 18880 131828 129671 83892 79762 15623 64139 875 32861
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=31
num_cat=0
split_feature=30 0 26 7 18 42 6 49 38 37 24 22 35 32 8 0 23 36 47 33 19 33 49 21 18 8 12 12 49 0
split_gain=93.7581 96.9506 94.8444 92.5177 108.291 104.632 80.7378 79.6027 82.8578 83.6064 75.4215 82.5837 71.4991 68.6885 67.9956 67.9371 69.8435 61.0949 58.0344 56.789 58.5561 56.515 56.0858 59.0661 60.8215 63.2084 63.7983 55.7731 79.5136 57.6659
threshold=-0.15795340837273561 19.350000000000005 33.870754790913018 2.2650000000000001 81.36657684509025 6.5213704630186884 1.5000000000000002 0.23103904958817167 4.017757478109794 0.25294469039406353 4.2829868041957644 12.164182562587213 3.0916044150456403 0.53462031263244436 3.2250000000000005 3.9500000000000006 7.2836230688236299 375.13712575856232 0.25769355801081623 3.5999921744483085 39.569970305003586 114.68652754677366 0.8700550511555375 12.791925684210749 19.508234269996429 1.0350000000000004 170.36412127753132 4845.5242645891421 0.2706402679593396 7.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 7 13 18 14 9 21 15 -12 17 -2 -5 16 -10 -11 -7 -6 -21 -9 23 24 -13 -26 -27 -22 -29 -30
right_child=1 2 -4 4 19 6 -8 8 10 12 11 22 -14 -15 -16 -17 -18 -19 -20 20 27 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.0063402721046566315 -0.0064315010122237204 -0.021914942069546986 -0.1868783360830899 -0.0066295759050198537 -0.14781322746601785 0.0075413421465812692 0.010817186419320206 -0.026545270529326367 0.0026776970625174011 -0.014916050980414611 0.023696247862546663 0.011466786704297075 0.0071643858247836091 0.022238518116165108 0.0041669922958138322 0.0030894690364704192 -0.025119858405982843 0.0061258974179722193 -0.0080381639923536117 -0.011630797899561991 0.0013787390049474369 -0.0050946960143804744 0.02036762092085409 0.012595397628467529 -0.022435612083349522 0.0014000264748909759 0.011976258704144163 0.036168189409273035 -0.031506189385714194 -0.1382606463560189
leaf_weight=5254.9898973261006 317.77189554413781 317.90397189976647 8.9587170416489226 3504.4555066830944 6.936100833117961 652.20497171254829 714.94887768197805 426.4667639255058 417.44944660039619 865.26840216689743 728.7611488327384 2438.4282731348649 2826.7281949319877 609.85208675218746 2497.655591763556 3243.8140460338909 492.6474926865194 573.67554548056796 7158.9158641933464 1873.9991681093816 2902.3154049138539 1096.7040780065581 694.94762400095351 2663.3261546753347 244.80893297377042 7984.5013491003774 1735.8944241383579 42.758643593639135 160.18676420859993 13.734504416584967
leaf_count=82920 8492 2053 98 45148 58 8863 3047 4656 3331 5479 2813 22619 16362 11306 12128 26804 9233 3312 113503 18679 20043 11931 5265 13146 15416 76196 17660 159 1116 131
internal_value=-4.88005e-06 0.000700229 -0.0264363 0.000889396 0.0020055 -0.00353024 -0.0052653 0.00306133 0.00424165 -0.00104484 0.00572401 0.00724079 0.00254583 0.0124172 -0.00213681 -0.000297495 -0.0123695 -0.00652709 -0.00673732 -0.00484389 -0.00464529 -0.0111006 0.00647997 0.00583941 0.00438876 0.0026568 0.00328876 -0.00044815 -0.0249184 -0.0399366
internal_weight=52471 47216 326.863 46889.2 37435.5 9453.69 8526.07 32435.5 26433.4 5788.84 20644.6 16490.7 4265.67 927.624 6002.11 4153.91 910.097 1438.94 7811.12 4999.93 4992.99 1523.17 15761.9 15067 12403.6 9965.2 9720.4 3119 216.68 173.921
internal_count=561967 479047 2151 476896 331685 145211 125413 291499 234223 41740 192483 153115 25153 19798 57276 39368 12564 8791 122366 40186 40128 16587 150302 145037 131891 109272 93856 21449 1406 1247
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=31
num_cat=0
split_feature=1 1 47 26 21 16 0 0 22 35 31 26 12 38 37 34 49 26 16 8 0 8 21 34 43 0 22 25 8 12
split_gain=91.7116 102.71 113.683 117.275 247.138 185.833 151.683 150.435 129.261 116.302 102.049 117.039 100.656 99.1981 99.847 154.973 99.4674 98.8771 96.7869 114.68 96.637 92.7341 91.2036 98.4427 90.6547 85.4111 80.3758 79.3997 85.5117 78.5051
threshold=3.5000000000000004 1.5000000000000002 0.14436092295914163 3.2273692629137529 2.3247922551619662 5.0250918403223119 5.1500000000000012 4.0500000000000007 16.207652683225529 8.9618211271166661 0.25590858206104755 4.5269838576416559 17.144846067183554 4.8213544112463591 0.27583808824793582 0.31304187309157949 0.37906486856037908 17.188171244277232 10.398595370490062 2.2550000000000003 5.0500000000000007 1.2750000000000001 4.0624556390290367 0.33635245285944043 3.4110333298505906 11.250000000000002 59.041248062056056 1.182139689663092 1.3350000000000002 55.679601693026761
decision_type=2 2 2 2 2 2 2 2 2 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 7 10 -4 25 22 -5 -12 -1 14 18 -16 17 24 19 -10 -19 -11 23 -9 -15 -6 -7 28 -28 -23
right_child=-2 2 3 4 8 26 -8 9 13 21 11 -13 -14 16 15 -17 -18 20 -20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0056873170411704688 0.019830180720314707 0.012840348737386167 -0.023118531864087636 0.043436710775113303 0.013844025705397972 0.0082860164300220512 -0.026639600025222445 -0.025089903854096221 -0.027041920683704559 -0.022143867349039066 0.20647320832027033 0.046905994102352258 0.0050007397513066876 -0.0087297646621553801 0.0098564157289035385 -0.0091101375819542477 0.0030340010820174715 0.027773567980615588 0.0018940210521475932 -0.0078574372832207924 -0.0097824514336367456 -0.012480087722308417 -0.0026380506050563317 0.013391230098269168 0.0085779644227538376 -0.02346091346793857 0.45496148259839436 0.042215555079570657 0.11539116602870954 0.019630879784523894
leaf_weight=2656.7099558087066 576.39372398145497 1299.3386208442971 1685.8863327428699 241.94057208206505 1865.4780306220055 236.41681937547401 67.944231238681823 1260.7723183450289 1429.4033669715282 231.30417314847 22.41983386175707 23.575988388620317 12894.333270883188 5810.4660278924275 1782.4070575232618 2721.3877517981455 10203.405994689791 436.72109317127615 914.74315082887188 1711.9391490304843 281.82002633903176 243.33098833402619 1572.1889576006215 191.43425489659421 869.83110771607608 167.18478853348643 2.1232794458046582 119.89911490213126 14.617925654165445 874.03666931111366
leaf_count=14038 2493 15727 72233 3825 7909 2257 1359 48966 37494 21532 168 93 64371 71325 12391 23441 104422 1569 7699 9939 1593 2351 12264 2088 8643 1083 43 2101 82 8468
internal_value=-4.31102e-06 -0.000224874 -0.00168203 -0.00222143 -0.00084735 -0.00832075 0.0405587 -0.0104296 -0.00136999 -0.00553783 0.0564154 0.124684 0.00317481 -0.00231364 -0.00672869 -0.001604 -0.00016663 -0.00458048 -0.012419 -0.0165869 0.0130437 0.00667275 -0.0109829 -0.0200172 -0.00647615 0.0107757 0.0259299 0.0564577 0.158459 0.012638
internal_weight=52409.5 51833.1 36282 34982.7 28550.7 6432.01 355.881 6058.95 28194.8 4373.07 287.936 45.9958 15551 26162.1 8559.88 4503.79 17602.2 7398.84 4056.09 3141.34 718.541 1348.67 3024.4 1452.21 6680.3 2032.66 373.057 136.64 16.7412 1117.37
internal_count=561967 559474 481065 465338 292953 172385 5445 167902 287508 95669 4086 261 78409 278516 90964 35832 187552 83130 55132 47433 3162 32351 63318 51054 79968 8992 4483 2226 125 10819
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=31
num_cat=0
split_feature=23 24 0 22 38 39 28 31 20 17 45 0 43 17 26 16 8 47 25 33 43 19 25 14 0 20 0 21 21 26
split_gain=92.8223 112.412 152.216 114.869 126.644 117.254 112.087 109.946 101.885 96.2941 93.7302 96.9661 93.2813 98.4745 91.6421 222.579 87.1737 82.7886 85.1476 75.9292 75.6677 73.1209 77.6604 80.3729 73.5762 72.3552 71.3775 121.292 106.569 121.226
threshold=4.1859780098442529 8.8167009896952013 3.9500000000000006 232.64571732073347 5.3726885207907111 1377.9123869531938 0.60694463711862234 0.055025310917205791 3.0199867886261087 122.93321283172808 -0.99443283242905467 4.5500000000000007 0.91168991834100988 460.65793272363283 3.9540549417699018 3.0417449795760101 4.0750000000000011 0.38969177706380548 0.70439839364497281 353.11854160381142 1.9561341837835553 3.8482226052176096 4.2500929905319618 15.459994073320882 4.4500000000000011 0.51959034980011809 7.3500000000000005 9.3463523459735196 7.7847381490658494 6.8689266787134757
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 16 17 -9 -10 -7 19 -11 20 -2 -16 -3 18 -4 -12 -14 -6 23 -23 -25 -5 28 -28 29 -24
right_child=1 3 7 5 21 10 -8 8 9 12 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.0096683967191793594 -0.01786887947358512 -0.017110963851924385 0.094479178434165215 0.26535303269977512 0.04711998025292078 -0.016840678586199705 0.0015382010594289742 -0.0087874084146085905 0.0080626846596231014 0.010571160379172773 0.03768313422459986 -0.0041591026391498082 0.0041160907272548399 -0.020372584759644936 0.026962825377823685 -0.0092550355154928342 0.023393268233362456 -0.012218017412219751 0.0046237815713658526 0.0085296355521996946 -0.010809800555789749 0.0048524014419584933 0.010472723038320598 -0.036421317111849087 -0.0033861912290198575 -0.014043194949626242 -0.014702993055258951 0.012486377446647419 0.0060052983010875569 0.032906386262079299
leaf_weight=2367.6010244251229 2171.961018827511 1357.4628339612391 27.812943718396127 2.319677095860242 113.2480764486827 536.97985483775847 9519.308811629191 2035.4507943224162 5568.9224833380431 1321.8305643587373 316.72256101598032 1066.2349698061589 2429.3551438222639 805.89892214210704 476.25716442288831 3881.4864698229358 147.24810916371644 2735.5084098305088 506.35483671608381 757.50140379951335 1305.3895820584148 3033.1912162725348 1354.5747958342545 234.47233549389057 599.48237216821872 2194.8094378889073 709.8601897910703 971.60955115407705 2683.4449990023859 1084.1694333162159
leaf_count=13064 67799 25697 267 25 1386 4894 71173 27894 35501 8745 1602 9102 17626 6754 3137 37848 608 58626 7614 8349 11239 34854 24629 4401 5519 43170 6405 4699 13976 5364
internal_value=-5.14424e-06 -0.000463675 -0.00300386 0.00175127 0.00330228 -0.00518774 -0.000466279 -0.000477749 0.00151911 0.00335427 0.00183706 0.00652277 -0.00111839 -0.00452134 -0.00947862 -0.00529679 -0.0131473 -0.00870223 0.00930235 0.0171252 -0.00110089 0.0071547 0.00673055 0.00107276 -0.0126743 -0.0137482 0.0099464 0.00100794 0.0128806 0.0204458
internal_weight=52316.5 49948.9 23266.2 26682.6 21808.1 4874.57 11024 16736.5 13466.8 11431.4 2677.44 2140.46 5862.47 4540.64 6529.7 4357.74 1504.71 3269.68 534.168 1074.22 3734.74 10784.1 10670.8 3867.15 833.955 2197.13 6803.66 1681.47 5122.19 2438.74
internal_count=561967 548903 283050 265853 198711 67142 97478 174266 107759 79865 23947 19053 44364 35619 108784 40985 26305 66507 7881 9951 28865 101233 99847 44774 9920 43195 55073 11104 43969 29993
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=31
num_cat=0
split_feature=22 46 47 47 31 0 31 26 25 17 38 36 0 24 19 23 25 0 8 21 18 24 0 43 16 25 21 28 38 40
split_gain=86.9701 92.9164 101.595 109.561 107.579 79.2432 84.8568 79.3186 95.0373 91.7015 153.771 98.379 77.9152 97.8463 129.571 120.714 91.4758 89.4249 76.6466 94.2471 75.715 102.105 75.046 118.351 96.4484 82.567 74.6786 72.4521 69.4994 76.6898
threshold=9.7937240493571398 1.0000000180025095e-35 0.11343252714847969 1.1826901976882485 -0.54879856812894734 17.950000000000003 4.1693659583896618 11.163838134882687 17.222203410146502 478.78977938660546 14.588952517287753 198.05283775907427 8.3500000000000032 16.853904789369171 7.6661168258518684 18.672908446749897 10.708017698120647 4.1500000000000012 1.5750000000000004 3.7720632355401986 47.539330440409024 12.071887061941819 8.3500000000000032 5.4777350859454002 11.413662231785745 7.4539191282653841 11.643464420266795 0.5141687490851794 6.5459079736467078 0.22132146295192998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 20 -5 13 15 17 -6 18 -15 19 -14 21 -11 24 26 -9 -26 -24 -21 -16 -30
right_child=1 2 3 5 12 -7 -8 22 -10 10 -12 -13 16 14 28 -17 -18 -19 -20 27 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0094195146121737565 -0.011410515303863659 0.012677330648609415 0.029568591195773569 -0.0062625625154835093 -0.0032982230626653511 -0.020351528254002556 0.013275949504620946 0.016179891377675601 -0.023966654211418303 -0.016351528961167015 0.011278571125036871 0.0038248011260297895 -0.014905437356010923 0.056214606180354391 -0.0046131757037910963 -0.013272099108029395 -0.021634382984433528 -0.0085380298796937735 0.004408621416703032 -0.035963213984107519 -0.023865353516037944 0.020569870106688218 -0.051964594049894203 0.021959746299876154 -0.015061255866373927 0.0078672534919174853 -0.0093421640540394101 0.059437494824001673 0.0022927957393280435 0.029784842025152733
leaf_weight=2338.313070374541 1860.3852764714975 1524.8956249267794 248.63857109425589 2997.9605456069112 8239.6788228023797 399.08196323830634 1592.4180393097922 2384.2962416643277 409.76523620123044 562.59886771510355 743.99899728386663 12474.142882567132 78.332637910963967 173.54134228033945 3270.3632874048781 4801.4851328751538 297.77398366178386 76.966568785486743 2068.6795504493639 22.256357057485729 1128.8752954222728 280.6728998189792 140.75925485230982 233.89486422250047 559.70068202354014 1315.4573410190642 380.76514929067343 188.10303686792031 1110.7530921089929 328.74277613917366
leaf_count=11089 18005 13874 2496 33250 107625 2569 11559 9379 6848 5929 7085 119196 4134 1560 38191 106087 2933 961 10414 698 13221 2043 918 1036 3104 6462 1999 2245 15514 1543
internal_value=-4.98454e-06 -0.000446661 -2.20295e-05 -0.000438399 -0.00312409 0.0017544 0.0021044 0.00135101 -0.000153791 0.000382692 -0.00809077 0.00187022 -0.0035176 -0.00469694 0.00128013 -0.0069704 0.00447819 0.0363199 0.00777663 0.0319108 -0.0153979 -0.00406268 0.00693168 -0.00759233 0.00950753 0.00102351 -0.0208459 0.0493439 -0.000583559 0.00857125
internal_weight=52233.3 49895 48034.6 46509.7 20905.3 25604.4 25205.3 23612.9 18598 18188.2 2716.15 15472.1 20656.7 18001.5 4960.37 13041.2 2655.15 250.508 2357.37 288.692 1972.15 843.272 5014.87 755.419 4259.45 1875.16 521.524 210.359 4709.86 1439.5
internal_count=561967 550878 532873 518999 294401 224598 222029 210470 187572 180724 28278 152446 291905 271481 57769 213712 20424 2521 17491 7077 21193 7972 22898 3953 18945 9566 2917 2943 55248 17057
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=31
num_cat=0
split_feature=13 12 26 21 0 25 7 0 0 31 23 26 25 29 16 0 25 42 49 15 31 7 8 18 31 40 8 21 28 31
split_gain=85.8653 158.14 130.588 177.776 391.471 136.127 136.09 114.472 112.338 113.358 118.295 96.0112 145.104 116.876 109.346 164.829 95.2443 88.5496 87.2185 85.7116 75.8174 101.49 107.252 94.3021 72.7811 71.9309 73.3232 89.1074 78.9624 70.9446
threshold=48.671787479682642 229.93122438653879 4.2292184808997115 3.9436001650169632 6.7500000000000009 7.1844914011601162 5.0150000000000006 4.7500000000000009 6.3500000000000005 -0.41182057144565959 4.1859780098442529 18.179593690876285 29.274001934581317 18.835708390734769 16.45851857771893 6.4500000000000011 2.8961615650038164 10.727346697240923 0.25117165709868278 6.9014041134090487 0.12491159550189034 1.3950000000000002 1.4950000000000003 40.247326955950776 -0.0035961597074531341 0.048285431174104491 1.1150000000000004 1.6153287143890969 2.9336910156041762 -0.18275237246684312
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 29 9 -1 -11 12 13 18 15 -13 -15 -10 -5 25 -20 -22 -23 -24 -2 -3 -27 -28 -29 -4
right_child=24 19 3 6 -6 -7 -8 -9 17 10 -12 14 -14 16 -16 -17 -18 -19 20 -21 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=0.021620684055823861 -0.018695717058366101 -0.006870236539812731 0.01445046111999998 -0.0077689926642247999 -0.047023948671049011 -0.025505764817538953 0.0075855631158829179 0.0016551578543873024 -0.0088455206495902661 0.0057080869390586098 -0.010649997131717548 0.02527051705343334 -0.043147062342179465 -0.029925990565381706 -0.0065529053858266965 -0.015442588819869081 -0.006349002176888309 0.007060935136898378 -0.0049956257755969062 -0.00092050061763315587 -0.018347799664277503 0.020631783807878026 0.0061162683631062953 -0.0047415671375400821 -0.0032035068440960652 -0.011789558715824509 0.11172169973157862 0.02167673016322642 -0.0052054047006989184 0.039839017791391373
leaf_weight=338.97923339065164 991.18949929298833 358.86522169434465 401.85341870575212 3380.2921039941721 216.41999425040558 722.15615924168378 5481.7320557567291 417.00332344276831 1171.2534721205011 1327.9702361309901 6588.4808479188941 1162.924660150893 215.01063366211019 594.03153276164085 781.6727851703763 316.19786712806672 1535.845086667221 3458.4724975724239 3731.7519821447786 1351.3972213650122 516.85155000956729 921.74230651604012 6461.3185098329559 2896.0631937482394 3223.9127677262295 205.3926208736375 25.799800826236606 2188.7070578699932 312.12584099778906 872.75689819268882
leaf_count=6610 18492 6271 5554 26832 3018 25059 29700 5017 16459 8185 148106 3935 3542 5911 4292 1896 15367 26680 41949 15067 4207 11598 31893 16171 29759 17924 639 21451 2742 7641
internal_value=-4.57661e-06 0.000596835 -0.000320625 0.00152715 0.0162943 -0.00438129 0.000520689 0.024395 -0.00319736 -0.00669355 -0.00790596 -0.0011995 -0.00229042 -0.00185202 0.00857334 0.0165671 -0.0129247 0.00303683 -0.000535097 0.00958306 0.00114808 0.00327172 0.00435878 0.00275582 -0.00684653 0.0141754 0.0169399 0.0192753 0.0183216 0.0318346
internal_weight=52168.2 47953.1 43510.8 29903.5 1908.03 13607.3 27995.4 1691.61 12885.2 8255.43 7916.45 22513.7 20252.9 20037.9 2260.8 1479.12 2129.88 4629.73 17908 4442.29 14527.7 10796 10279.1 9357.38 4215.1 3090.89 2732.03 2526.63 2500.83 1274.61
internal_count=561967 513716 449622 218523 21230 231099 197293 18212 206040 162901 156291 167593 157470 153928 10123 5831 21278 43139 132650 64094 105818 63869 59662 48064 48251 49027 42756 24832 24193 13195
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=31
num_cat=0
split_feature=4 35 43 43 0 0 35 25 0 16 26 29 28 45 31 12 22 39 0 33 19 24 22 0 16 42 42 23 21 0
split_gain=82.6958 110.801 107.468 144.352 184.929 128.329 91.6719 90.0512 95.5481 80.6128 124.779 80.354 77.3988 74.2156 72.5229 72.4671 87.6309 83.115 103.562 85.6567 81.2185 74.912 73.8279 86.6106 67.1617 69.2501 80.5246 63.9063 63.2551 178.796
threshold=1.0000000180025095e-35 6.2417820488032101 1.8758396869146059 4.651374303068418 10.250000000000002 14.550000000000002 2.9201966563340425 3.3199692595304593 4.0500000000000007 1.6919650383932421 1.626989122158639 6.5173522560126997 0.24324764411147595 -1.2007780551081888 -0.51000226197285747 338.70571240773245 68.709964989098026 409.56877698108832 4.0500000000000007 345.0148181233817 27.799233460844395 4.6594104445365625 24.775306964922777 7.8500000000000005 17.525955813382247 13.082748830995325 3.0529427820315758 17.723532866054494 6.9321123661819746 7.2500000000000009
decision_type=2 2 2 2 2 2 2 2 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 5 15 6 7 -5 8 9 10 -1 12 -8 -9 -3 16 21 20 19 27 -18 -4 23 -23 25 26 -10 -19 29 -15
right_child=1 14 3 4 -6 -7 11 13 24 -11 -12 -13 -14 28 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0090252911238045668 -0.031809270149592568 0.088874030762735159 -0.0092776628966674286 -0.010368096787328245 0.018358067835204283 -0.020879380778084072 -0.028822668261283282 -0.0097626509396192898 0.027710584523470683 -0.013068200924302024 0.040933168876263193 -0.0011321955483001871 0.0097672846085933782 0.01667910832401993 -0.0048965571222335941 0.010771634446751483 -0.023665949020561586 0.062206467184348538 -0.011998662800425729 -0.0080778454490541274 -0.0040159328363792643 0.013015440341607835 -0.0033461279444967893 -0.013320328436578828 -0.067150308155157962 0.013906980236965689 -0.0012624297615836835 0.014951869353003267 0.0045966417336200513 -0.011430373218695713
leaf_weight=354.10388220404275 450.19976586801931 20.901405869750306 3138.4019297759514 1785.8324119416066 1564.237163128797 540.78685740218498 135.34391793957911 665.68438488990068 256.32805293798447 1983.1800424482208 193.16734533035196 7113.3606661350932 3251.2544697946869 3590.9237051212694 1529.8003361450974 708.60809781798162 1692.5900458663236 87.910338451620191 1623.7382848125417 382.77338030771352 762.86954891798086 1650.0848596175201 4758.4233150884975 385.03765198308975 33.496309146285057 1297.0860513516236 3723.2480033473112 384.39691287139431 7360.2168470071629 671.49451808305457
leaf_count=6123 11917 537 36283 10573 8115 3703 4399 5169 1738 30207 2670 55541 18565 47670 59208 6850 46049 1052 21881 6504 9763 9681 52610 2250 239 7162 42259 6072 40110 7067
internal_value=-4.66406e-06 -0.00997235 0.00039347 -0.00154753 0.0021662 0.00315662 0.000104638 0.00380238 -0.000384359 -0.00838014 0.00860827 0.00188584 0.00822505 0.00647374 -0.00363265 -0.00484999 -0.0055946 -0.0110409 -0.00458227 0.00950093 -0.017561 -0.00288882 6.26271e-05 0.00803281 0.00342587 0.00387389 0.000603748 0.0237473 0.00740368 0.0122508
internal_weight=52095.5 2000.9 50094.6 29424.9 13850 20669.7 12285.8 20128.9 7840.61 2530.45 547.271 10500 3386.6 12288.3 1550.7 15574.8 14866.2 4934.28 2478.82 855.081 2455.46 9931.95 6793.55 2035.12 5310.16 5276.66 3979.58 472.307 11622.6 4262.42
internal_count=561967 71662 490305 296188 97193 194117 89078 190414 90398 39000 8793 78505 22964 100016 59745 198995 192145 91321 35509 13628 55812 100824 64541 11931 51398 51159 43997 7124 94847 54737
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=31
num_cat=0
split_feature=47 7 7 42 49 12 13 8 33 28 20 28 38 37 35 37 26 8 40 25 21 8 34 43 17 38 37 0 21 26
split_gain=82.3761 85.4761 93.7093 117.596 93.1855 102.299 99.2121 102.366 85.4405 83.1048 78.7797 78.4822 73.6312 131.03 128.273 104.818 87.4547 78.7965 73.9913 72.7568 66.7812 66.5019 207.959 65.7599 67.4584 63.8699 67.1666 63.6409 91.2142 68.2186
threshold=204.53006794203776 41.505000000000003 4.3750000000000009 10.667936810351671 0.67176097431272452 191.11171976101716 39.447149901613912 1.1150000000000004 686.67034940398992 2.8699191755320537 1.3684051207847492 1.5946011288187285 7.4394575437127086 0.20148857060661227 4.7582441181983226 0.1508556904165049 2.3067818774107374 1.6850000000000003 0.29748409865855457 3.3767354563375238 7.8608245142103659 1.1650000000000003 0.15282233120006389 2.5063641515557662 16.310857543659896 4.6178642970029342 0.24836909616173033 4.3500000000000005 4.3381621921485953 2.5889924027482416
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 10 21 -10 13 16 -15 18 -1 -17 19 -14 -3 22 -9 -6 -25 26 -26 28 29 -21
right_child=-2 20 3 -5 23 6 -8 9 11 -11 -12 -13 15 14 -16 17 -18 -19 -20 27 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.031821706271663384 0.01188009209695831 -0.051467776604299013 -0.0061709096917522792 0.0058476320239420621 0.0073521782482462482 -0.02084015817365557 -0.0063931077843010498 0.10102743828980781 -0.0065449460914758333 -0.01254451580548669 0.014194173781266584 -0.026118131491939006 -0.0099076342964387176 -0.0051953707859245845 0.0072064996755994192 0.047170869871798179 -0.0087343511300189951 0.0095472872015692559 0.021124906434378667 -0.028940039720290613 -0.010599592702197493 0.058752844053245767 1.0122654334204488 0.012181946227657371 -0.02051899858949606 0.0032180199814024579 -0.0027623532684577677 -0.003342385194225929 0.0028406838611561335 0.048221583633151814
leaf_weight=439.81309548788704 1418.3054690570571 123.20209689904004 2520.9404540429823 10565.317527529784 4406.373345764121 252.82312252768315 1474.7148581149522 3.4890498130116603 1446.3857629769482 294.87745467294008 2281.9442091751844 792.88557129376568 1858.0782436237205 6262.2233148552477 3125.6238444671035 195.65994239365682 6087.9468574149068 481.96012381464243 353.73085509892553 32.662675284547731 529.85376293305308 51.105014182627201 0.76304477499797929 812.68536170572042 830.50195673131384 1910.8756383534055 1484.5177955871914 1229.6577362571843 531.45260768709704 232.8382157124579
leaf_count=17747 8789 1603 23698 66975 48546 21949 26338 222 18925 2722 25978 7491 37309 50684 28350 3028 87522 2531 1509 2263 3277 1037 13 4283 12039 24735 10971 13209 4484 3740
internal_value=-4.50848e-06 -0.000337533 -0.000102619 0.00353238 -0.00139259 -0.00286747 0.00415664 0.00954932 -0.00419482 0.0124683 0.0156239 -0.0134755 -0.00319721 -0.00484931 -0.00106625 0.00215143 -0.0102899 0.0204109 -0.000767824 -0.00276133 -0.0183096 0.0745606 0.26455 0.00289085 -0.0010107 -0.00354779 -0.00913246 0.0037907 0.0147967 0.0387289
internal_weight=52033.2 50614.9 49961.8 13086.3 36875.6 27430.6 4359.72 2885 23070.9 2632.18 2337.3 2239.27 20831.6 15915.6 9387.85 4916.04 6527.76 677.62 4238.42 3884.69 653.056 55.3571 4.25209 9444.95 5038.58 4225.9 2315.02 2026.61 796.953 265.501
internal_count=561967 553178 548298 90673 457625 357051 78259 51921 278792 29972 27250 26416 252376 184303 79034 68073 105269 5559 62514 61005 4880 1272 235 100574 52028 47745 23010 23696 10487 6003
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=31
num_cat=0
split_feature=30 1 1 38 17 7 43 12 26 37 12 17 35 38 26 25 24 21 26 39 33 0 23 14 8 16 45 42 0 49
split_gain=80.8257 82.294 93.9787 92.6227 146.802 128.978 110.024 108.666 96.7391 91.0715 89.1324 87.1326 75.1001 73.9222 77.439 88.3324 68.4016 77.577 71.148 65.711 98.0659 119.143 90.459 87.8853 169.956 146.638 107.886 68.5178 64.7966 64.2599
threshold=-0.15795340837273561 1.5000000000000002 3.5000000000000004 8.4709637697908988 377.99695241704745 2.3750000000000004 1.3040894558557037 128.06864172937549 2.7623006832663384 0.14374701448838076 17.144846067183554 24.618722708659451 12.621213912724158 3.6011210936764484 8.1504891883605541 13.414891469167744 5.0893046096758212 1.8735278943015843 2.3067818774107374 529.85484813832863 201.5575485676971 3.7500000000000004 30.054812479701546 7.1739371879284812 1.5050000000000001 6.3439472686639151 0.025917446634219802 19.226952080570012 8.8500000000000032 0.20993398193189719
decision_type=2 2 2 2 2 2 2 2 2 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 19 -7 8 -8 16 -2 -10 28 -13 15 29 -5 18 -18 27 21 22 23 -21 25 26 -25 -3 -9 -15
right_child=1 2 -4 9 -6 6 7 12 11 -11 -12 13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.005917005053659048 -0.0049162569614643117 -0.015901051882601391 0.019869931057999654 -0.0061290166362318876 -0.011514092872026765 0.011472450949782526 -0.016633803833393284 0.002159486994980669 0.016031166784728764 0.024038615971987191 0.0057162007910262777 -0.012011633709558775 0.037038548669453213 -0.017028868385344172 0.0066573246120707752 -0.034095404835669862 0.0064597880548185622 0.0038875070546014823 0.07478810493199102 0.081779995419292845 -0.005855109260128312 0.0060978318043460504 0.023367973635062309 0.43861826923283298 0.095415080039548877 0.2038407541384186 1.0590379446829006 -0.00017700179965803443 0.022104069573297091 -0.00019339756840428872
leaf_weight=5202.6292818393558 2380.5069697117433 2504.7798151380848 545.70327576575801 1881.1515226580668 3890.62787331664 2209.6754751484841 1136.715933104977 2227.7922686694656 680.69217077759095 507.20612697280012 11460.936578444671 1673.2012864551507 207.08208243316039 659.72042103367858 2564.6476064124145 233.180149826454 77.549773316131905 5733.2360167482402 74.888360606040806 22.411562539637089 479.91085348860361 107.92541389237158 27.346386836376041 1.648416395299136 8.3529385756701213 3.0385672096163034 1.2187825639266519 957.7089823493734 498.32396350521594 4024.1570564846043
leaf_count=82920 12441 64894 2413 34321 38628 19883 26730 28375 4449 3419 56491 14962 1823 8415 14330 6256 6972 63329 1378 360 10647 1536 451 32 44 16 20 6355 2881 47196
internal_value=-4.9998e-06 0.000652484 -0.000706917 -0.00105355 -0.00261945 -0.000908792 0.00110849 -0.000538408 -0.00282372 0.0035113 0.00388759 -0.00122767 0.00801033 -0.00251091 -0.000386173 -0.00405993 0.00217078 0.00482353 0.0400275 -0.00881015 0.00575309 0.038153 0.0921946 0.143521 0.240565 0.44586 0.702345 -0.0115518 0.00580528 -0.00256466
internal_weight=51984 46781.3 32939.9 32394.2 24120.2 20229.5 16115.2 13905.5 10972.3 8274.03 13841.4 9835.6 2933.2 9154.91 7481.71 4917.06 7766.83 5885.67 152.438 4114.34 651.853 171.942 64.0167 36.6703 14.2587 5.90577 2.8672 3462.49 2726.12 4683.88
internal_count=561967 479047 410115 407702 298283 259655 175300 155417 122338 109419 68932 95608 33079 91159 76197 61867 106000 71679 8350 84355 13106 2459 923 472 112 68 52 71249 31256 55611
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=31
num_cat=0
split_feature=23 24 0 22 19 8 31 39 18 38 31 8 24 22 45 0 43 12 26 26 26 0 16 42 8 21 12 12 26 28
split_gain=81.3589 112.332 189.782 140.59 135.073 133.293 112.502 102.367 90.9631 89.2954 88.3058 100.378 83.4107 88.4551 82.0726 99.0409 81.4836 84.8764 87.6347 80.9532 79.5854 103.51 105.156 92.4229 77.7347 92.7587 81.592 77.0577 72.9875 77.5352
threshold=6.9854450366310088 13.882437168276583 7.0500000000000007 232.64571732073347 11.397658701803712 1.9950000000000003 -0.41182057144565959 1742.5413805308792 85.538151407965103 3.8239736287581985 0.235961411688037 1.5750000000000004 4.2829868041957644 61.640795355089992 -0.99443283242905467 4.5500000000000007 5.4071395773525772 69.13307666296366 1.3566346071460476 4.7847300021385886 5.070766581195925 9.5500000000000025 6.2865137432632459 16.104485377107721 1.1150000000000004 2.3768694311382763 338.70571240773245 444.04811356693648 2.7176356261726893 5.360492726035738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 6 9 16 10 -2 -5 12 -3 -6 -12 27 -14 -9 -16 17 -4 -19 -11 -1 22 -22 -23 -15 28 -27 -8 29 -26
right_child=1 3 4 7 5 -7 8 14 -10 19 11 -13 13 24 15 -17 -18 18 -20 -21 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0011509440877237283 0.014614366455040743 -0.0026952413735814099 -0.023272911035957303 -0.014448143878678869 0.0028829448944755042 0.0027296849957718582 -0.012524848397994998 -0.017696823621103801 -0.020118129218990716 -0.0018691311380157668 0.047076844125197359 0.016373902040298552 -0.00022053783547310021 -0.027866099178799932 0.019624563653133715 -0.0055006113773392283 0.015882726306818241 0.071676230871637117 -0.0038534634472431697 0.0095552681790020653 0.024449154863167715 -0.068978630652095529 0.0013900059043973193 0.0018162782272905017 -0.0068706051647143803 -0.010096217575296702 0.0091695254130688443 0.026889481114051289 0.059225302590243958 0.28749038538734756
leaf_weight=4364.0789940860122 694.48711516009644 2882.6983544668183 862.62608509138227 1826.3530365175102 575.88375259260647 4459.0479605183937 4036.8237261353061 419.52902974863537 1058.8640108464751 1929.3933171480894 401.71793437865563 789.14598090900108 9056.650016900152 459.41735972254537 793.15153059829026 775.94117257557809 283.93229138618335 41.514491138979793 512.62865500547923 7898.7360763351899 1337.1318855611607 67.545504045672715 784.47024932038039 145.2137492634356 108.52936820057221 4505.8219181715976 625.90033319359645 127.93759560608305 93.249687715200707 2.2841454981826237
leaf_count=34386 10970 21379 9858 31950 10211 22871 67628 3426 14508 35337 3781 3575 80117 40055 5662 5763 1409 753 7005 52561 5089 536 3442 955 7097 68874 8035 3001 1723 10
internal_value=-5.75848e-06 -0.000767509 -0.0026586 0.00251631 0.00392343 0.00733481 -0.00517052 -0.00590165 -0.00585496 0.00504284 0.0189576 0.026731 -0.00506077 -0.00330722 0.00194746 0.00719977 -0.0085647 -0.0134642 0.00180496 0.00731251 0.00513695 0.0125888 0.0159229 -0.0206593 -0.00813103 -0.00643182 -0.00774643 -0.0113141 0.0266278 -0.000803084
internal_weight=51920.7 45222.3 28696.5 16525.8 7926.5 6225.8 20770 3814.97 20075.5 12710.8 1766.75 1190.86 19016.6 14851.9 1988.62 1569.09 1700.7 1416.77 554.143 9828.13 6698.44 2334.36 2121.6 212.759 5795.2 5335.79 5131.72 4164.76 204.063 110.814
internal_count=561967 517559 361481 156078 59463 40438 302018 46801 291048 109277 17567 7356 276540 205911 14851 11425 19025 17616 7758 87898 44408 10022 8531 1491 125794 85739 76909 70629 8830 7107
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=31
num_cat=0
split_feature=28 29 0 28 35 22 43 0 9 25 0 21 26 0 19 17 36 7 1 43 12 26 21 26 33 21 36 22 22 19
split_gain=78.4543 80.1566 116.454 110.798 83.8224 92.6969 83.3926 114.575 87.3382 78.9137 116.435 118.729 116.93 120.357 99.0387 76.8065 89.2832 76.7509 73.8063 72.7892 82.1331 76.2907 70.5199 90.6681 70.5156 70.0411 69.6768 69.0923 64.9582 63.6047
threshold=0.21299072601220784 6.5838614006403295 15.65 0.6006089324193461 4.8811822501789619 70.322332353892165 2.0045628764373062 8.7500000000000018 1.5850000000000002 4.2128025478750795 7.3500000000000005 7.9468504385925902 5.3343308287194811 4.8500000000000005 28.465749380880606 348.45417145180829 5827.5426468003852 1.655 3.5000000000000004 5.3205922304031317 121.44680922578856 9.6523458528400088 5.4725925074262376 9.0810902916463228 22007.569215382013 10.582292799696132 186.96247910847148 114.47097308551288 130.0773200888346 18.02604124906625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 9 8 -8 15 11 12 27 22 -12 -3 -17 -5 -10 20 21 26 -14 -24 -18 -23 -9 -11 -15 -7
right_child=1 6 -4 17 5 29 7 19 18 10 14 -13 13 28 -16 16 24 -19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.021226278774017098 -0.010649813971781677 0.0018250782663346513 -0.032307866564333383 -0.0065912587238675631 0.011163293043886611 -0.022001286669958209 -0.0015366817786977831 -0.039274913011404206 -0.0096295900168037862 0.012019279847751403 -0.021187079165012373 0.0016924408938494475 0.041701431840976209 0.016514847498502856 0.0034117477892708047 -0.011791123818234009 0.012691747571399695 0.0086126575355299894 0.019408816281236013 0.014515005442987994 0.017434111601017332 -0.082745032442349861 0.0034536398153155786 0.03965820025489987 -0.038414366429677618 -0.017794239689793146 0.0022492516367258008 -0.013226630456149725 -0.017455572004983457 0.0024884509611304588
leaf_weight=431.9220772581175 1844.1968745586928 5767.0389596247114 224.59630483109504 921.59250570111908 1536.5681713917293 461.35503831319511 8957.3195385993458 112.14078813605011 7526.4733550287783 703.48013149900362 697.5994876450859 3563.3142522419803 692.76863008039072 368.47838747734204 989.69192966911942 2728.0150168878026 681.08539505000226 8358.0499196629971 225.37265494605526 1310.1447343961336 454.33363311970606 55.168104320764542 396.94423244521022 306.42202839162201 74.920974380336702 167.62379345390946 1019.1268665904645 440.84365259646438 227.67761595593765 623.36757705034688
leaf_count=19794 23229 82633 1650 7433 15804 13543 106933 1347 87523 11279 6460 21228 4371 2078 6254 44064 5407 45732 887 6616 2720 475 4583 1211 1077 943 7067 19380 2535 7711
internal_value=-5.57248e-06 0.000172625 0.00340507 0.00398863 -0.00248268 0.00326327 -0.00103264 -0.00325752 -0.00489954 0.00146841 0.00498082 0.00793721 0.0150315 0.0223479 -0.00675847 -0.00171601 -0.00757752 0.00710271 -0.00878534 0.00554041 -0.000961499 -0.00713386 0.0303785 0.0192262 0.00762708 -0.0338775 -0.00186697 0.00229345 0.00354122 -0.00792754
internal_weight=51867.6 51435.7 13969.7 13745.1 4465.49 2621.29 37466 19827.7 16709.2 17638.3 8387.22 6699.93 3136.61 1992.29 1687.29 9251.06 3484.02 9279.64 7751.85 3118.54 1808.39 1354.06 1396.13 703.366 756.006 222.792 1131.27 1144.32 596.156 1084.72
internal_count=561967 542173 115102 113452 60287 37058 427071 214511 195343 212560 79379 66665 45437 14778 12714 133181 50548 53165 88410 19168 12552 9832 10165 5794 6484 1418 8414 30659 4613 21254
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=31
num_cat=0
split_feature=15 26 25 0 16 42 29 12 22 12 26 8 33 36 21 26 0 16 0 43 28 36 42 31 39 0 36 25 17 40
split_gain=78.2571 99.9766 140.9 127.039 101.734 88.9722 97.7756 102.719 120.777 97.5052 105.519 102.238 92.3063 89.4187 87.1944 174.822 123.592 93.2088 84.4699 86.7126 77.3509 75.2797 104.96 101.083 102.307 128.114 74.1298 73.7287 71.1423 93.7889
threshold=15.569373440271564 22.361540467440268 29.274001934581317 5.2500000000000009 20.594831716456124 3.0529427820315758 17.360204128959399 229.93122438653879 55.9420508651639 68.352507956229587 3.628859369536066 1.5550000000000004 470.22837418410535 198.05283775907427 3.0473366802287667 3.0016637942595072 5.8500000000000005 1.9384763360441155 14.050000000000002 5.1313222008594979 0.42288226272996526 406.91481965783873 18.619015667242113 -0.44127067036178019 487.68975479565898 3.9500000000000006 674.25919092979541 0.98177235799300455 359.79040998965735 0.12027212024446188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 7 8 9 10 20 13 18 -12 15 27 17 -17 -13 26 -7 22 23 -10 -25 -26 -20 -8 29 -23
right_child=-2 3 -4 -5 -6 6 14 -9 21 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.014900000320777224 -0.0075467758341598752 0.027456301898844931 -0.032595788746643851 -0.0037975662220399789 -0.0010003508315531919 -0.030450111013497479 0.011423814363126068 0.0095199817999350438 0.035756896900066913 0.0089020861262956597 -0.001647654959454411 0.0034100741566016795 -0.017428095663027315 0.024651871856181673 -0.00715354957748357 0.071634255400860491 -0.032857289195265614 0.023381345640189493 -0.084445912255973199 0.0043913757482016719 -0.0039944077300025924 -0.0091165199980374895 0.0065113024000198584 -0.020068278956984424 0.025433491019665369 -0.019568461140635027 -0.017111411009209262 -0.01512211896452139 -0.007562913496487242 0.0072811315093682452
leaf_weight=1006.7915568933822 3225.5079293446615 1086.5763476500288 329.84860295476392 984.78595064068213 441.77292895317078 294.13700097124092 405.35569736128673 3249.0318307043053 99.885484254220501 4516.6210303762928 491.28701014374383 9786.2447086861357 610.84081465750933 944.66212682658806 7312.0766995423473 142.5299469337333 71.192363487789407 336.03486308548599 75.454434498213232 152.12454628711566 4553.7905054141302 1192.7741378648207 804.17762414831668 2405.374992800178 310.69258680916391 322.1214971919544 89.191511903889477 737.37361933384091 2585.8030469093937 3242.7855383437127
leaf_count=9377 31222 3681 5497 5485 2380 8615 9781 38911 1737 32363 7167 47801 3149 9343 87276 1004 1869 8722 564 901 42573 19592 5340 61958 5743 6418 597 43594 29167 30140
internal_value=-4.9928e-06 0.000495736 -3.40392e-05 0.010207 0.0192308 0.000200784 -0.000130057 0.00104352 0.000195551 0.00237216 0.00063703 0.0031255 0.00144636 0.0156539 -0.0047864 0.00544042 0.0286086 0.0377524 0.00258753 -0.022824 -0.00559955 -0.00407569 -0.009605 -0.013735 -0.0153622 0.00252614 -0.0479697 -0.00570559 -0.00097118 0.00287161
internal_weight=51806.8 48581.3 46068.2 2513.14 1528.35 45738.4 44731.6 35727 32478 21514.4 16997.7 12149.8 10713.9 1435.95 9004.56 1692.49 549.757 478.565 10103 316.77 4847.93 10963.6 3942.25 3138.07 3038.19 632.814 164.646 1142.73 7021.36 4435.56
internal_count=561967 530745 519199 11546 6061 513702 504325 352079 313168 153073 120710 69522 53012 16510 152246 64970 11595 9726 49863 2062 51188 160095 81196 75856 74119 12161 1161 53375 78899 49732
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=31
num_cat=0
split_feature=33 47 33 36 39 22 12 23 24 23 0 43 9 36 49 29 22 25 26 17 0 19 0 25 16 26 26 21 26 31
split_gain=76.6487 78.7308 75.7977 112.021 93.3869 124.467 134.902 114.351 111.565 116.084 123.596 143.502 110.824 88.3524 114.965 93.7365 83.3856 81.3379 78.9312 73.8769 93.6851 71.0411 87.0079 70.3021 89.9125 135.214 89.4513 110.191 90.727 69.948
threshold=1.0000000180025095e-35 204.53006794203776 13903.081131326167 10860.465891816912 16477.62788763853 194.70262487382863 225.18846662350455 21.846296610157051 17.074406502585166 6.9854450366310088 4.3500000000000005 7.06234260427133 2.7050000000000005 191.35851580145797 0.19746029186487143 26.982354446746296 44.161017104773414 17.908986177039349 5.070766581195925 159.98196353172489 13.050000000000002 7.5013880848075001 4.9500000000000011 3.3455678704798877 2.7606142136226253 2.5889924027482416 3.9540549417699018 7.8608245142103659 7.0086927904690208 -0.42625206968967339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 18 12 13 23 29 -15 17 -4 19 -2 -16 -21 22 -10 -11 25 -25 -26 28 -28 -12
right_child=1 -3 16 -5 -6 7 -8 -9 21 10 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.1565526028866181 0.00023934770410236126 0.011727745267462222 -0.055771602125182333 0.013923799920798299 0.02066050774759302 0.0069028532086095641 0.0098247230055341084 -0.011573576849899325 0.042838895593318993 -0.011670838346527436 0.037397063183685263 0.011393827833286026 -0.026317836473023867 -0.013835534154222834 0.0066395129683453945 -0.021752272168333937 -0.0089137072188248123 -0.032600891855139931 0.012361598480738945 -0.00027576558616039624 -0.029593472553996598 0.003881138577975252 -0.031119745518883475 -0.037187812691885536 -0.029623186623676457 0.030975604579821975 -0.0027339273949455655 -0.0093284222470745963 0.021193694742046645 -0.015389129746781452
leaf_weight=7.8178243674337855 4001.8579192769248 1396.888675655704 105.78664262825623 1398.4483447747771 519.05915420106612 1044.5594438775443 3378.476561732823 4223.0225661091972 225.7122973673977 3608.3433238058351 65.293396859662607 2112.4517369887326 758.91814317950048 1544.9006030766759 4984.5508542084135 442.18119784677401 926.28306058235466 169.20646584266797 2020.9759413409047 4572.822593126446 289.75628833007067 7397.1408842264209 48.271439320407808 89.598276540869847 332.82783193187788 386.99724369496107 929.77142932754941 2462.7819591746666 690.29365637432784 1616.691950946115
leaf_count=71 31792 8752 700 8723 2587 22693 37169 86901 1726 65017 783 10374 9421 14969 43592 8459 8023 2720 8419 40443 2001 59755 567 5623 11841 5237 17785 16769 4938 24117
internal_value=-4.87536e-06 1.8777e-05 -0.000306091 -2.54336e-05 -0.000432544 -0.000663538 0.000242466 -0.00790971 -0.000592949 -0.00192579 -0.00342391 -0.000735478 -0.0080107 -0.00260773 -0.00110387 0.000776816 -0.0137166 0.00177138 0.004307 0.00236202 -0.00202278 0.00480717 0.0298086 -0.00637627 -0.00247121 0.0181611 -0.00469811 -0.00266626 0.00746139 -0.01334
internal_weight=51751.7 51743.9 50347 49314.9 47916.5 47397.4 42129.8 5267.58 38751.3 31080.2 25057.4 15797.9 9259.53 13685.4 12003.4 10458.5 1032.07 10016.3 6022.83 9847.13 4862.58 7671.12 273.984 8500.61 4892.27 476.596 4415.67 4082.85 1620.07 1681.99
internal_count=561967 561896 553144 544421 535698 533111 423517 109594 386348 324300 284089 147458 136631 137084 112184 97215 8723 88756 40211 86036 42444 62048 2293 127210 62193 10860 51333 39492 22723 24900
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=31
num_cat=0
split_feature=22 46 47 47 12 17 12 38 0 31 26 0 25 21 28 17 38 36 26 21 7 37 27 8 34 7 14 16 38 8
split_gain=74.5481 81.4562 91.1679 104.57 103.94 84.4945 102.703 93.7693 74.5312 80.4913 78.3269 110.538 99.5024 87.0855 80.3753 82.1684 118.992 86.5432 99.5152 105.585 89.8093 87.226 78.6801 104.408 73.364 72.109 70.2114 69.0492 68.6343 72.1656
threshold=7.3163198070008049 1.0000000180025095e-35 0.23171382516209538 1.1204977601494785 67.622683703764537 20.805642497527273 17.144846067183554 7.657134764972394 16.350000000000005 3.2198246266812451 14.508401582363096 7.6500000000000012 17.222203410146502 9.8567725361627776 5.7944355047516103 478.78977938660546 14.981912996833044 355.15747075206576 2.0494399316673362 1.6153287143890969 2.1050000000000004 0.081268957516717019 7.9955860614418679 1.2050000000000003 0.22320960302880888 2.6650000000000005 8.39377401667236 14.283821939572933 9.8457995680376325 1.6850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 -4 25 9 10 12 27 14 -13 15 17 -17 18 -5 22 -21 -19 -20 -24 -22 -7 -26 -12 -23 -30
right_child=1 2 3 8 -6 7 -8 -9 -10 -11 11 13 -14 -15 -16 16 -18 21 19 20 24 28 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.011551329755851811 -0.010444426845165743 -0.00070575812014581443 -0.011481268974555208 -0.022398095923905799 0.017804461928201298 -0.011817284245632175 0.017755203345662326 0.0020563893610271648 -0.015080053255387233 0.011406549410632289 0.019461231959356222 -0.059018641046750565 -0.020453575361260613 -0.0037255164074383035 -0.035089422119871018 -0.012476126449863956 0.010633294667323228 -0.0074820037662116437 0.046054568024130084 -0.011510188280108576 0.0077148656678590046 0.0053676073239079594 0.42610769138075588 0.040288745744221977 0.0018809816273279085 -0.0038360339558747691 -0.014852746396537515 0.0034876880507755587 0.036764333579185578 0.0099267312041221318
leaf_weight=1358.9400650849566 1909.9636512903962 1529.1529221094679 440.16864276118577 540.67796387826093 1504.6417733638082 4269.8886997113004 945.86720389057882 4249.2185556094628 661.60480180918239 2057.7412981023081 1527.1763144456781 84.048493636772037 578.99783706711605 466.20237141149119 156.85488808201626 2265.3293327656575 738.66598761826754 1152.8140703763347 47.458358727628365 1519.1807123874314 2926.9337984921876 7113.8570826582145 3.3696890503633758 3.6560244490392506 1933.4448916919064 8392.2443957137875 927.58313154149801 1214.6282539768144 368.75108572165482 781.01294311136007
leaf_count=6558 18321 14116 3065 13863 16192 82340 5797 77681 4231 14317 5670 520 8546 2352 1178 24047 7028 14870 904 21444 28862 59180 61 34 12981 93759 7625 5902 7002 3521
internal_value=-4.49094e-06 -0.000316622 8.30324e-05 -0.000478125 0.00847458 -0.00339792 0.00847047 -0.00437064 0.00149545 0.00191071 0.00110827 0.00828045 -1.29474e-05 -0.0121713 0.000564949 0.000840136 -0.00679365 0.00216424 -0.00169405 -0.000173429 -0.000690494 0.00540213 0.0691729 0.225336 0.00214938 -0.00652745 -0.00354431 0.0123849 0.00719953 0.0185341
internal_weight=51670.1 50311.1 48401.2 45367.4 3033.79 18297.4 1386.04 16911.4 27070 26408.4 24350.6 3292.06 21058.6 550.251 20479.6 20322.7 3004 17318.7 7902.3 7361.63 7307.14 9416.44 54.4841 7.02571 5787.96 12662.1 2861.03 2741.8 8263.62 1149.76
internal_count=561967 555409 537088 506780 30308 262642 8862 253780 244138 239907 225590 14444 211146 2872 202600 201422 31075 170347 85774 71911 70912 84573 999 95 49468 176099 20606 11572 69703 10523
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=31
num_cat=0
split_feature=4 34 43 0 43 0 37 38 26 46 14 12 17 38 25 19 17 12 8 29 21 33 22 24 0 38 24 37 16 0
split_gain=74.0974 100.267 86.9328 114.751 113.938 154.355 89.964 95.7501 97.2587 90.7281 88.2624 101.733 76.2852 72.0839 71.9974 70.4036 106.921 66.4235 65.2826 60.9552 66.1205 65.6311 58.6715 91.164 76.58 56.6309 58.8583 59.6463 72.18 56.2057
threshold=1.0000000180025095e-35 0.16661919965172745 1.8758396869146059 11.950000000000001 4.2100935792719216 9.8500000000000032 0.14656452209482082 9.3403678841309112 3.6040026100829814 0.0079414531649381892 18.492876349529592 64.219796594770955 755.65902640489594 8.4709637697908988 3.1532271231387692 43.405321811681269 230.960086897607 37.496085292565724 1.2750000000000001 26.228305274308806 1.6153287143890969 483.49756348201544 24.775306964922777 12.916426984873995 12.550000000000002 7.657134764972394 16.853904789369171 0.20489331463015356 10.625046171634475 21.150000000000002
decision_type=2 2 2 2 2 2 2 2 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 3 6 15 10 7 8 -1 -9 11 -6 -10 -5 -11 16 22 -12 -2 20 21 -13 23 -4 -25 26 27 -8 -29 -7
right_child=1 -3 4 13 5 29 25 9 12 14 17 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.017692540028632235 -0.020700483427007799 -0.029637765512705153 -0.0015283718955508279 -0.027060389839144761 -0.00099104455754161829 0.016627474073850811 -0.0023268122722610533 -0.0051020899765524402 0.0025434401409314125 0.00068130426233338373 -0.024818288187744245 0.014553587919637945 -0.017317511242741983 -0.0014754631217295366 0.013444226692722834 0.0048491055324389734 -0.019022174082207653 -0.004607547147378664 0.0030197098953042931 -0.015664048600733612 0.01222011016496603 0.27106511167762865 -0.0065906302450789061 0.02908395702025526 -0.13267031039950641 0.018740925547729947 0.014092589350274099 0.011245510188098433 -0.0096319642474905452 -0.034322723384676027
leaf_weight=1093.4147171329241 393.01207965170033 470.96655423333868 2660.6563039487228 490.90737408469431 8340.6345944972709 1805.0268113384955 2402.5093737519346 1694.4464998808689 3002.99402863672 1822.3009733543731 512.36408026330173 5.0498384844977391 576.25971263856627 626.83044555480592 2807.1574041855056 1710.2874381155707 1392.7647799851838 1968.1938638146967 1107.4105721036904 205.07698086742312 2309.5243066432886 4.9262944543734193 7805.4188970660325 342.24780123913661 7.4770413879305115 1013.5404657123145 1768.935271740891 2732.9918997539207 487.9108294500038 55.802179169841111
leaf_count=28831 42749 11297 19526 3498 61547 9609 25562 15670 26091 25407 3877 184 4418 4193 21365 12694 18330 16747 17616 3277 18194 33 130232 1474 78 6531 11332 18315 2904 386
internal_value=-4.30693e-06 -0.009511 0.000373196 0.00286588 -0.00138301 0.00160893 0.0037633 0.000786577 -0.00464119 0.0047971 -0.000272097 0.00167076 -0.000654172 -0.0127123 0.00842034 -0.00465176 -0.00598273 -0.00878212 -0.00319342 0.0104648 0.0127749 0.141221 -0.00430363 0.00162619 0.0256257 0.00765746 0.00613784 0.00363554 0.00808294 0.0150996
internal_weight=51617 1971.39 49645.7 20520.2 29125.5 15206.6 19402.5 10996.6 4672.67 6323.9 13345.8 10865.2 3579.25 1117.74 4629.46 13918.9 12208.6 2480.56 1500.42 2524.58 2319.5 9.97613 10815.8 3010.38 349.725 8405.89 7392.35 5623.41 3220.9 1860.83
internal_count=561967 71662 490305 194117 296188 113854 186426 121782 59340 62442 103859 83235 30509 7691 46772 182334 169640 20624 60365 21688 18411 217 151310 21078 1552 64644 58113 46781 21219 9995
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=31
num_cat=0
split_feature=13 12 33 39 22 0 40 39 16 24 22 31 31 20 43 8 12 35 17 22 33 33 34 35 31 40 23 34 26 33
split_gain=73.1442 110.681 103.023 119.508 172.632 149.924 115.888 102.817 97.1184 96.4724 108.143 90.8693 90.8199 83.2472 79.5357 79.2881 76.4104 91.5948 83.3039 73.726 67.3331 66.0835 90.2479 65.1283 74.1438 66.1437 61.4055 74.4283 70.397 73.5689
threshold=39.447149901613912 191.11171976101716 1085.8692841074546 739.0350874012646 237.13948759531777 4.1500000000000012 0.1183946677511017 4281.3762504301103 12.401084867686158 13.882437168276583 54.753623285138701 -0.61522904207182127 0.20226415841268733 4.7300506541532394 5.0001135589370893 1.1150000000000004 27.640393298739461 7.8401397831272703 20.805642497527273 24.351314394363712 22007.569215382013 306.71179435213759 0.16821334651175227 8.5797254226698971 -0.27857389643580893 0.064501235069145346 3.4075737895381164 0.8051570887690197 3.8750515526314691 184.68743299445734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -4 10 16 -12 14 -2 -13 -3 26 18 -18 -11 23 -8 -23 -17 -25 -26 -1 28 -28 -30
right_child=13 15 8 5 -6 -7 21 -9 -10 19 11 12 -14 -15 -16 20 17 -19 -20 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.006809666246853645 -0.017933880969008859 -0.015912961756799661 -0.0071526524137653898 -0.0040881556702650401 -0.022857901942828395 0.00098770702477969023 0.048129505270598359 0.03264878104216281 -0.041617965886225627 0.014919062127251118 0.074483908178113303 -0.021172038503649349 -0.0035315189737409425 -0.0024962714462414687 0.0080058295156707118 0.0043848759141435238 0.017019578477374724 0.014964756737393399 -2.9782888084796951e-06 0.0025681857629116819 -0.016301698373663596 0.051202397747424203 -0.0092978108439557474 0.051117518021270097 -0.0034648887850598047 0.018872380313119698 -0.011392679745115125 -0.061054957111472845 0.0020787659432956389 -0.015439622469333107
leaf_weight=1251.0242423876189 1035.8637879954185 324.30527941416949 1865.0798713364638 553.78859022376128 841.75921128387563 2446.3267411044799 431.50117639405653 290.29435750236735 229.55583556368947 1490.8501632194966 33.645530823618174 1607.7974616042338 3854.2479069363326 5563.5507918591611 273.25244134175591 1914.7181708973367 778.33962247008458 1394.9130454873666 9381.8050070777535 6374.7385520299431 235.63336981181055 105.82536249468103 147.63032681006007 148.09259556652978 411.61922121793032 1700.7955420457292 2514.7769786356948 59.201303588226438 3574.2166105881333 720.03335803328082
leaf_count=6704 25060 26693 18999 10274 20323 22282 1955 1428 1450 6580 314 61495 44067 54354 4827 18293 4191 12769 79908 61191 1872 486 1293 1477 4726 16496 28225 424 19687 4124
internal_value=-3.95024e-06 0.000717628 -0.000133622 0.000459518 -0.000495578 0.00866432 0.0209462 0.0085463 -0.0109298 6.95479e-05 -0.00142659 -0.00744643 -0.00792707 -0.0049194 -0.0169335 0.00794817 0.000338563 0.00295054 0.00130107 0.00490918 0.00970254 0.0362268 0.0159628 0.0111701 0.0169174 0.0145198 -0.00337871 -0.00523449 -0.00474916 -0.000858609
internal_weight=51555.2 44955.8 40220.6 38126 34150.6 3975.37 1529.04 844.083 2094.64 33308.8 25443.3 5768.94 5735.3 6599.41 1881.05 4735.16 19674.3 11555.1 10160.1 7865.59 4410.86 684.957 253.456 4175.23 2260.51 2112.41 8119.25 6868.23 6809.03 4294.25
internal_count=561967 482553 412996 392547 354829 37718 15436 11702 20449 334506 266735 110703 110389 79414 66322 69557 156032 96868 84099 67771 42864 3734 1779 40992 22699 21222 59164 52460 52036 23811
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=31
num_cat=0
split_feature=1 31 1 7 36 17 24 43 45 45 12 39 40 18 8 23 40 18 19 33 16 22 31 39 41 33 35 17 0 8
split_gain=72.5969 92.7856 82.8762 82.193 85.9181 129.493 108.838 114.811 102.03 83.2916 81.8622 79.613 103.436 113.167 78.8436 78.0888 93.1178 78.0769 76.8789 73.7439 86.9672 67.0495 74.145 70.2668 65.9745 65.1419 64.8953 66.8946 63.4859 70.608
threshold=1.5000000000000002 -0.41182057144565959 3.5000000000000004 41.505000000000003 275.58615289811581 175.27293523835962 14.955754757912286 1.5919550872255546 0.25120441092793527 1.8371777459859631 46.584517728720705 537.90370166368746 0.15547240411255794 12.034187968504822 1.0050000000000001 21.344551230070248 0.10889744478654646 81.36657684509025 25.392934949253817 572.59444363670684 7.799933218807138 194.70262487382863 0.94133054963414564 3328.3191170290825 7.1762258489250179 3190.9914422550683 6.6993478756740688 13.556393888898286 3.9500000000000006 2.0150000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 11 8 7 9 -6 14 19 12 -3 24 -7 16 -13 28 -9 -1 -21 22 -8 -23 -14 -12 27 -15 -16 -30
right_child=1 2 -4 -5 5 6 21 18 -10 -11 25 15 13 26 17 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010529314727113909 0.015644116385308431 -0.024974112519503988 0.018258798152824853 -0.022423178837490929 0.00039914109318143809 -0.029623026816733573 0.010887847274270874 -0.023234546024306513 0.011011685639931337 -0.017505899030459942 0.0093683197151523522 -0.0029937406860754421 0.0038171964338139901 0.024757400427596242 -0.0067060184359917317 -0.0049154674847339194 0.061744810092074866 -0.017653236375738516 -0.0062481245557514933 -0.0063938891504720782 -0.054821716550029431 -0.010851273784276602 -0.0037049501261290974 0.0072942382302218327 0.055312314119740941 -0.0082814685825691146 0.0040870588678210097 -0.012665522982596595 0.012603415319574035 -0.00040557674037144329
leaf_weight=9075.4490795303136 797.15129519323818 756.18164853588678 517.40178850293159 481.12807373190299 6057.219626466278 234.02195078902878 2710.4679036368616 1373.6277368008159 3617.2832392898854 872.75262612709776 5181.8174269977026 95.362616558326408 1607.0269685017411 122.92988495482132 1666.359247979708 272.75577679113485 133.03076545125805 577.46191654005088 1293.2195166414604 354.62365750037134 125.51841717213392 1514.7314904220402 1282.2350813248195 823.61615675315261 64.703348252456635 581.44384629372507 779.28845472075045 4175.2361030363245 1732.2090453917626 2621.7394146360457
leaf_count=48103 14480 33257 2371 4100 77105 22841 26443 29237 33887 7848 24992 2534 15000 847 25720 5599 990 6652 11538 1883 754 25660 6575 5798 611 2677 12757 70290 28057 13361
internal_value=-3.80674e-06 -0.00122538 -0.00160544 -0.00190023 -0.00161306 -0.000236015 -0.0029023 -0.00605578 0.00436716 -0.00296072 0.00288122 -0.00614963 -0.00743799 -0.00547324 -0.0011026 0.0131453 0.0347141 -9.09814e-05 -0.0149974 4.26208e-05 -0.0190539 0.00226367 0.00620145 -0.00446004 0.00581028 0.00758767 -0.00918829 -0.0115952 0.00159357 0.00477002
internal_weight=51498 36179.1 35382 34864.6 34383.5 26376.9 16702.4 10371.4 9674.5 7704.54 15318.9 8006.52 7505.37 6749.18 6831.79 501.149 228.393 6597.77 2666.85 9555.59 480.142 6331.05 3992.7 2338.35 1671.73 5763.26 5077.45 4298.17 6020.31 4353.95
internal_count=561967 483558 469078 466707 462607 320722 209730 145254 110992 104479 78409 141885 132762 99505 96631 9123 3524 73790 40775 50740 2637 64476 33018 31458 15611 27669 83894 71137 67138 41418
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=31
num_cat=0
split_feature=32 28 12 22 4 3 31 12 33 26 21 16 0 18 20 0 22 38 17 38 26 43 8 38 37 30 37 0 46 42
split_gain=71.9083 73.2334 71.5532 104.677 98.5758 89.6036 88.8561 75.9489 73.4245 69.5083 136.914 108.485 73.6492 118.474 73.5408 72.9824 73.7143 78.6585 77.801 77.244 101.06 100.132 96.4035 125.571 110.89 92.3725 87.4541 75.4606 71.6034 70.5676
threshold=-0.041210325274797267 0.21299072601220784 229.93122438653879 449.14737774190922 1.0000000180025095e-35 1.0000000180025095e-35 -0.61522904207182127 17.144846067183554 837.36374581252744 2.5889924027482416 1.6153287143890969 4.1618079763059566 7.6500000000000012 9.2207338815065523 1.0049442202249235 21.750000000000004 9.7937240493571398 19.477595451491364 16.310857543659896 4.017757478109794 10.94434279063524 5.0001135589370893 2.1150000000000007 6.4538294504649345 0.10149717185493483 4.4328858980256536 0.21205424696411287 8.6500000000000004 0.001568436602238656 10.002964628685749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -6 -3 -9 11 -11 12 13 -7 -13 16 27 18 -18 -20 21 22 23 26 -25 -26 -21 -12 -19 -24
right_child=1 2 3 -5 6 9 -8 8 -10 10 15 14 -14 -15 -16 -17 17 28 19 20 -22 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0077719445947956566 -0.021025367680844943 -0.004199011492349288 0.0096330742054068878 -0.0065381549153624074 0.22432753964816432 0.0024895906383140807 -0.019816969653419725 0.0063909300339424699 -0.0082841098471190828 0.063795585078801439 0.025797678476784366 0.18364595167281261 0.0026109730907698269 -0.022822684591326178 0.022519721266364704 -0.048155613778961284 0.02121700307178934 -0.030743037896046817 -0.00785142601999104 -0.013877166038267375 0.0071874234692213129 0.0090711648018336668 -0.018172235096615027 -0.0061543109499565853 0.0091189568822581252 0.039249664323003398 0.0058068317877628117 -0.024561236283460734 0.017993675018047436 -0.0053925925691760647
leaf_weight=2816.0892284882721 393.91483805398457 2631.6877586171031 4346.6270097943489 1299.9906407357194 3.7464993982575825 657.36609910102561 707.9722134671174 10621.188977875747 926.7288713902235 82.468294883379713 456.62041500397027 7.3800755082629612 773.43129599560052 1557.666255951277 175.14384559355676 80.877221522852778 368.71662192279473 83.017552195582539 4435.8691901552957 1796.6928525125841 3466.4272744730115 1708.5762563147582 1354.4213550342247 1153.1767561321612 2198.9088704257738 287.64351420640014 822.6421793748159 88.866132335737348 817.41169287031516 5335.5175123182125
leaf_count=41324 18353 13913 54941 19525 32 6380 27973 53813 4611 1023 1677 45 8287 58800 2258 573 2331 776 41830 51830 17391 15924 8338 18386 36607 2194 16551 592 5335 30354
internal_value=-3.84062e-06 0.0004459 0.000621203 0.00591006 -7.983e-05 0.000233684 -0.0185318 0.00346636 0.00521325 -0.00142059 -0.000520355 -0.00838686 -0.0106724 -0.0153106 0.0290346 -0.00073724 -0.000579901 -0.000995924 -0.0015652 -0.00193755 -0.000490128 -0.00230582 -0.00380698 0.000653228 0.00666112 0.0126045 -0.00769511 0.0175936 0.0135003 -0.00797991
internal_weight=51456.8 48640.7 48246.8 5646.62 42600.2 41888.4 711.719 14179.6 11547.9 27708.8 24537.9 3170.99 2988.46 2215.03 182.524 24455.4 24374.5 23829 22928.6 22559.9 18124 14657.6 12949 6259.06 3639.73 2486.55 2619.34 545.487 900.429 6689.94
internal_count=561967 520643 502290 74466 427824 399819 28005 72337 58424 327482 251712 75770 73467 65180 2303 250689 250116 247847 241736 239405 197575 180184 164260 125568 57187 38801 68381 2269 6111 38692
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=31
num_cat=0
split_feature=30 0 38 37 34 49 35 37 38 8 37 38 34 7 33 16 0 26 37 40 8 8 38 15 25 17 26 0 20 40
split_gain=67.9269 70.0679 73.8762 105.651 77.8179 72.4112 79.0004 124.824 151.559 118.413 94.6553 123.898 113.205 81.5967 78.3649 75.6345 71.3666 69.4202 66.6666 63.9157 62.0002 61.8399 67.6182 131.264 91.496 61.0718 61.6639 88.8052 72.5751 61.8698
threshold=-0.15795340837273561 19.350000000000005 28.0308464866789 0.046521674644745027 0.1056662649631747 0.8385255231472496 4.0252690699528273 0.20720553208856038 6.0755053728515325 3.8950000000000005 0.1344688608692873 9.6684135720402633 0.17235058054930702 4.8250000000000011 316.54390545092184 7.9035279158516909 4.2500000000000009 33.870754790913018 0.16281810549060402 0.10108924128091336 1.9350000000000003 2.0050000000000003 3.0862548994624652 7.7519284678274074 4.4792072651464938 781.41030097622695 3.5315738797504781 4.9500000000000011 1.0049442202249235 0.17194993757688212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 8 9 15 11 25 -12 -5 -14 21 -9 -3 -17 -13 -21 22 23 -8 -25 26 27 -10 -28 -30
right_child=1 17 4 5 -6 -7 7 16 10 -11 12 19 14 -15 -16 18 -18 -19 -20 20 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0054583104162795066 -0.023984055159834747 -0.018016326224339813 0.0026261379634846824 -0.0061517400280081298 0.026710164035905024 0.0081152574792456144 -0.026243482370046846 0.00081685452151395983 -0.032972161236694136 0.01207214877983682 0.015015834611197399 -0.0032514936683897804 0.0045389743030161732 0.0038649701750317032 -0.015841175289815972 -0.015380800238622356 0.0099294122823805429 -0.14944535781204643 0.011396968341871871 0.016130996752708088 0.0022905746335776743 -0.0074388252806010776 -0.019851097421881195 0.84895778559137391 0.17817758893109562 -0.024699175053229813 0.10257464347736736 -0.0042783172679362394 -0.0086613864611156735 0.0063490945090174528
leaf_weight=5137.5046445955522 439.39064801926725 329.19509156350978 857.79557621804997 7956.2402696878416 550.73775739269331 3029.5776103497483 3.7179636741057029 3542.2056489887182 428.58046777290292 702.12129143811762 2523.9011624287814 1819.881947242422 2576.1667253535707 2730.9877692726441 577.39731466094963 350.13013429241255 5461.1735334966797 10.363462807610629 691.45835262816399 1454.9822006677277 1822.9708680873737 2532.1323319575749 1915.2626434073318 0.90165858366526697 1.1655063088983295 447.67217695130967 16.753084551775828 727.15603723842651 1503.4950578887947 1263.2909712188412
leaf_count=82920 6028 2053 8039 62771 3133 26064 102 33201 22022 2977 26337 33043 25861 15385 5512 3821 36160 98 5515 23577 8987 16055 62041 17 42 6000 124 14677 21420 7985
internal_value=-3.87699e-06 0.000601788 0.000769096 0.000412399 0.012043 0.000655587 0.000105044 0.00140639 -0.000675034 -0.0072632 0.00201758 -0.00103892 0.00712378 -0.00359209 0.0008075 -0.00973387 0.00634425 -0.0220276 0.00239562 0.00426232 0.00843391 -0.0125709 -0.0193355 0.151348 0.470759 -0.0071992 -0.00521045 -0.0149188 -0.00117949 -0.00180773
internal_weight=51404.3 46266.8 45927.2 44518.7 1408.53 44079.3 41049.7 30362.5 21359.1 6196.89 15162.2 9484.78 5677.47 10687.2 3153.56 5494.77 9003.38 339.559 1041.59 5097.84 3277.95 4453.18 1921.05 5.78513 2.06716 4386.95 3939.28 1155.74 2783.54 2766.79
internal_count=561967 479047 476896 465724 11172 459696 433632 355476 286115 90570 195545 137835 57710 78156 31373 87593 69361 2151 9336 65607 32564 78257 62202 161 59 72228 66228 36699 29529 29405
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=31
num_cat=0
split_feature=15 26 25 0 16 7 29 42 0 43 7 22 38 37 35 49 8 31 19 42 28 21 26 47 14 8 40 20 16 41
split_gain=66.5072 77.8359 123.37 115.258 87.4085 75.2008 91.553 90.1526 102.675 85.0856 103.317 83.8385 79.4628 93.6338 97.6325 87.3354 88.9103 65.905 66.7476 62.7394 64.748 61.5486 58.488 65.7889 58.1869 56.243 81.1178 55.3761 55.3001 55.2894
threshold=15.569373440271564 22.361540467440268 29.274001934581317 5.2500000000000009 20.594831716456124 1.675 6.7178424023021668 16.930087427406971 13.850000000000003 1.3315326546159707 3.9050000000000007 85.226272338889984 4.5261829476986639 0.24836909616173033 3.2382373477911517 0.6497150458318125 1.1050000000000002 -0.36413034937069283 34.3044523664149 16.534609250398727 6.3674858893649491 1.8735278943015843 2.0002239432886046 0.046101458892981846 30.88742163014086 2.3350000000000004 0.30875469126918281 2.0801178009760366 8.5764095688555351 6.5430551446923593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 7 8 9 -7 11 -11 13 25 -15 16 19 22 28 20 -14 -13 23 -18 -17 26 -8 -25 -19 -24
right_child=-2 3 -4 -5 -6 6 12 -9 -10 10 -12 21 15 14 -16 24 17 18 -20 -21 -22 -23 29 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0059781925688785313 -0.0069787231499219317 0.025672946813207639 -0.030764446689261777 -0.0042597019972012342 -0.00087516671249315977 0.0092433658583936217 -0.024481160244864877 0.010563568903152938 -0.034621185901302157 -0.0031748902025156944 0.007277913935342265 0.068664551734039903 -0.023059633920430603 -0.011284088213134881 0.0032697133141645403 0.0076717416457227298 0.22905309197157334 -0.0014022604344342186 0.0053103687033329598 0.060200195200524935 0.30606517088301188 -0.026421796951900712 0.024236385012473098 -0.0038262502011597831 -0.021603652326562937 -0.0059839443740178008 0.032721601047417587 0.099880114630301484 -0.013246909543490918 -0.011507888139446778
leaf_weight=4426.4999122736044 3204.5896847958211 1052.0841494593769 323.71211728057824 974.6498559191823 439.59280717838556 2747.5751790080685 1069.1363221271895 4139.0023694504052 193.17212674021721 2021.9801818294218 1813.4675830251072 17.491265713237226 610.26336876838468 1667.3153452770784 3730.9042015790474 4947.7721569458954 5.526478484272956 10561.683087444864 3566.192500585923 23.974654093151912 1.4979944583028544 629.65988980326802 303.62301875487901 25.999246916500852 175.75987824914046 1319.2713962905109 65.789530778303742 25.494313453324139 1086.8214054158889 168.07212449191138
leaf_count=85517 31222 3681 5497 5485 2380 23187 21796 20327 1486 26337 15173 959 46374 11950 24536 50469 25 120335 25527 213 20 15924 2960 452 1982 6744 309 349 8394 2357
internal_value=-4.07806e-06 0.000460269 -6.98706e-06 0.0091122 0.0178493 0.000212592 0.000882318 0.00465084 0.0013541 0.00231527 -0.00193125 -0.00818816 -0.000602022 -0.00490684 -0.00122543 0.000970026 -0.00081218 -7.19118e-05 -0.00067497 -0.0191442 -0.0222537 -0.0238518 0.0172821 0.0651131 0.00666747 -0.0130044 -0.0211652 0.0475185 -0.00250738 0.0115002
internal_weight=51338.6 48134 45667.7 2466.33 1491.68 45343.9 40917.4 11562.3 7423.35 7230.17 4482.6 2669.13 29355.1 7852.42 5398.22 21502.7 16379.1 15743.4 15214.7 635.736 611.761 647.151 528.715 57.02 5123.53 2454.2 1134.93 51.4936 11648.5 471.695
internal_count=561967 530745 519199 11546 6061 513702 428185 103393 83066 81580 58393 43220 324792 65335 36486 259457 207006 160399 154256 46607 46394 16883 6143 826 52451 28849 22105 801 128729 5317
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=31
num_cat=0
split_feature=33 47 13 12 33 39 40 39 0 22 33 35 34 26 25 9 42 15 22 21 0 28 0 21 19 42 41 45 0 16
split_gain=65.7842 65.9448 64.1144 99.8498 96.7972 116.628 111.197 139.951 167.461 147.071 99.4312 95.2872 88.7272 83.8263 121.341 83.379 79.2156 76.4376 73.0357 70.5012 216.424 65.0579 64.8492 91.7424 86.3393 82.6795 73.8983 65.438 62.2834 72.872
threshold=1.0000000180025095e-35 204.53006794203776 48.671787479682642 229.93122438653879 1085.8692841074546 2966.2696926644289 0.11470161339171925 739.0350874012646 4.5500000000000007 232.64571732073347 457.69124091004977 5.9864872236077735 0.18374645257177266 9.3525400674583192 16.614159606224082 1.8050000000000004 25.394445727916963 6.9014041134090487 834.49849046153543 7.4780254190820381 6.2500000000000009 1.685027107371371 4.2500000000000009 6.2392561028100415 19.03564852148855 11.121934893456215 8.7634147425042972 -0.27639843096536681 8.1500000000000004 2.2412483785192365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 9 10 11 -9 13 -12 14 22 -13 28 21 -2 20 -15 -5 24 -24 26 27 -8 -25 29 -6
right_child=1 -3 -4 17 16 -7 7 8 -10 -11 12 15 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.14254539982214962 -0.0088055768912362088 0.010838165688068883 -0.0063166835399424822 0.016903981187467196 0.011999347544984126 0.015410536777507245 -0.0036210511209656578 0.040649843228179022 -0.0028448615893266289 -0.021291513198281584 0.030170917417022925 0.0087072249486465237 -0.034888193066391925 0.026937090568449645 -0.031863256840348818 -0.0017274477410800214 -0.083064573901557928 -0.0025709978280241638 -0.05725308468963039 0.0014031688529378347 -0.040726793616030273 0.00084107051509180728 -0.0061008091189231825 0.020702032884198224 -0.01586050044312811 0.0050903270035337761 0.052629448528821024 -0.01753594614861595 0.0082549934605243448 -0.016580103438093283
leaf_weight=8.0930435359477979 2560.2550509287976 1370.6048639640212 4040.6922233424848 2054.0430200980045 256.65531854820438 1206.4853668957949 4255.5207631804515 612.83191323443316 697.27055014367215 814.93009341694415 116.50768077000976 5205.3911931281909 95.249979705549777 760.82074283622205 359.97362940886524 3028.0936645449838 36.727871328126639 1299.184610115597 80.229227455565706 5867.7693541427143 139.90826663374901 909.47054529981688 4300.3199329408817 132.6774117439054 1809.8023021314293 6343.2784219495952 59.199988088803366 714.03159591928124 426.07757564028725 1703.2334078322165
leaf_count=71 59392 8752 47613 37162 4479 7051 56869 3466 5016 15847 797 63878 948 3168 8948 33898 304 14841 2419 30994 984 11270 61883 694 22371 33989 717 4529 2602 17015
internal_value=-4.12968e-06 1.83763e-05 -0.000278891 0.000253258 -0.000493838 0.000106184 -0.000380311 0.000359735 0.0151919 -0.000308253 0.0304437 0.00021029 0.000906904 -0.00134012 -0.00312597 0.00486958 -0.0101926 0.00754129 -0.0102776 0.00340249 0.016427 0.0119744 -0.0025387 -0.000323803 -0.0066941 0.00313141 -0.00284927 -0.0115441 -0.00907088 -0.0128375
internal_weight=51265.3 51257.2 49886.6 45845.9 41583.2 39160.5 37954.1 35313.6 1521.86 33791.7 824.59 32976.8 211.758 24743.3 17974.8 8233.48 2422.69 4262.7 2640.48 6768.5 900.729 2963.51 17614.8 11490.3 6124.52 7189.99 4314.72 846.709 2385.97 1959.89
internal_count=561967 561896 553144 505531 442258 417858 410807 348996 10227 338769 5211 322922 1745 225146 190000 97776 24400 63273 61811 35146 4152 48432 181052 101095 79957 39212 57586 5223 24096 21494
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=31
num_cat=0
split_feature=23 24 0 23 32 42 41 36 8 22 36 35 35 7 17 8 31 8 34 25 33 19 46 12 22 38 37 38 17 39
split_gain=63.9881 81.1173 104.247 83.301 79.9547 68.3505 77.9386 73.9472 68.6296 68.2399 81.9614 87.4581 67.1015 63.4019 60.1161 56.0977 88.3098 70.335 53.6832 52.7281 70.686 65.4033 52.6187 52.3848 82.2086 61.884 71.3065 71.1216 91.4802 56.5211
threshold=4.1859780098442529 5.4844781185796707 3.7500000000000004 12.120086482684046 -0.074539972469536253 14.607386488695139 4.871497135519645 128.25945656259753 1.4450000000000001 23.472887686081787 239.56893726781928 5.9594005516351123 2.3918173752972529 617.28000000000009 35.618638177566602 2.1150000000000007 0.78085680248357259 1.0350000000000004 0.20907553647823043 0.91120558450967681 220.15165566775843 8.775839913341775 0.10556057879062911 348.68081510208674 380.98060288518474 21.988858036057362 0.063131720424749155 11.931767953637694 707.93367098691795 9078.0920885873675
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -4 18 -6 11 -11 -3 14 -12 16 17 -9 -8 20 -19 -21 -22 25 -25 26 -16 28 29 -28
right_child=1 3 5 4 9 6 8 15 -10 10 13 -13 -14 -15 23 -17 -18 19 -20 21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0080871031515198696 -0.012312393685554193 -0.023560024109931074 -0.041363392203929511 -0.012505232683886683 0.0077305052137700992 -0.0025994251036482851 0.015024599385422983 -0.035242687260478238 0.0078415107489112415 -0.012452638269349749 0.01647435018311539 0.0069568262457833973 0.0065168639416518445 -0.026879629918647532 -0.021175931715900646 -0.0099829519950771703 0.019077782582472117 -0.015071549131538657 0.078799824258726836 -0.017410151291734909 0.042378549881982072 0.0035196863030153994 0.20991359383212013 0.013872498631411326 -0.004635517277657852 0.012645375303299025 -0.00086466904911185411 0.011910822837339725 -0.013757036119055139 0.019917372125019109
leaf_weight=2332.3519189679064 2819.887560145813 190.61197881749831 139.79270585882477 1295.5759916736279 2716.2336129983887 2790.394069850212 70.057880233274773 165.81429733370896 1909.4903303782921 2522.5559498198563 591.71718209888786 753.81648662965745 6835.9731435668655 209.5440595978871 437.4977078831289 2367.5391001002863 520.7850682453718 68.083119104616344 62.375691540772095 583.91675947525073 102.75634430884384 1034.6110987752909 4.9106969432905307 1616.7923115820158 954.00583651661873 840.38297704560682 14484.680457963608 1044.4377355482429 1402.169822756201 334.73137192428112
leaf_count=13064 51316 1084 4832 20825 13796 16686 1627 16664 11164 39568 3266 15129 51252 1557 6841 13377 3680 1610 1142 18552 1822 18358 21 19146 13952 6547 169289 10236 13916 1648
internal_value=-3.84046e-06 -0.000389977 -0.0038387 0.000813236 -0.000362761 -0.00140555 0.00283252 -0.00551117 0.0102556 0.000200918 -0.000610921 -0.00798698 0.00570096 0.000491778 0.00075601 -0.00447745 0.000776531 -0.004086 0.0450625 -0.00120673 0.0248044 -0.00403118 0.0500198 0.00031552 0.0070043 -0.000611767 -0.00124108 -0.000735958 -0.00155023 -0.000395258
internal_weight=51203.5 48871.1 12640.4 36230.7 29204.1 9820.53 4832.32 4988.21 2041.92 27908.6 25192.3 3276.37 7026.59 21916 21706.4 4848.42 2480.88 1960.09 132.434 1794.28 175.75 1618.53 107.667 21114.7 2570.8 18543.9 17703.5 17266 16221.6 14819.4
internal_count=561967 548903 160851 388052 335716 109535 30619 78916 13933 314891 301095 54697 52336 246398 244841 74084 60707 57027 2769 40363 3453 36910 1843 241575 33098 208477 201930 195089 184853 170937
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=31
num_cat=0
split_feature=43 17 45 12 33 37 38 34 31 36 19 8 0 37 40 8 36 12 38 34 45 42 0 22 7 38 34 49 19 24
split_gain=61.0276 92.9853 131.049 85.6559 108.22 80.9361 140.69 108.709 79.64 81.7172 79.1892 78.3966 75.9823 85.4507 77.253 67.8439 81.2514 73.4468 67.5545 97.5166 84.4762 74.5732 74.8493 64.2653 63.9163 63.1914 62.3997 71.2102 60.1584 60.0673
threshold=1.5919550872255546 230.960086897607 1.0264006050296193 121.44680922578856 1446.0189157472985 0.2442129601930976 3.7023086465480088 0.25640244475855051 -0.61522904207182127 189.11820215906991 28.122045392528918 3.1850000000000005 11.950000000000001 0.1508556904165049 0.24546733249656424 1.905 2707.3037330966763 91.332777398614397 11.931767953637694 0.098303530579922471 -0.11492476361653202 9.7985443324034112 5.6500000000000012 54.753623285138701 2.5250000000000004 9.9383140039842619 0.14948366255948853 0.2001969536926885 8.0861406990318727 16.445003750498532
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 5 6 11 -7 -8 -10 -3 -2 13 14 18 -14 17 -17 21 20 -20 -1 29 -11 -5 -12 -15 -28 -24 -23
right_child=1 10 -4 24 -6 7 8 -9 9 23 25 -13 15 26 -16 16 -18 -19 19 -21 -22 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.010886835114271515 -0.03349761625925142 -0.016848436925288156 0.0081795503750167718 -0.0058974086211736991 -0.027089429626582298 0.0099838217084615988 0.048496966451538587 -0.0023675300728734968 -0.012031871328475535 0.0019185406415000946 -0.0051898927894794902 -0.0045419569936746701 0.016535791629893895 0.018387921762168472 0.010941566790562365 -0.053745237901378078 -0.0033900031224009435 -0.0086692093219135659 -0.0088096940273302751 0.012280392317713988 0.015369430915306022 -0.012357111381355703 -0.037315614984157801 -0.0073734643100920455 0.0089792076766556806 0.022709612073729925 -0.0097782560623997442 0.0075338565998958641 0.011986454650987353 0.0080142176092769888
leaf_weight=2646.9350318589713 641.86494619725272 1637.0591825355077 3936.6687991616782 966.32606542122085 453.4688340832945 2534.5575380218215 73.379183257929981 5995.5086215408519 2327.9117029750487 5205.6645889834035 2336.1777317801025 367.6565587669611 185.94585683848709 1108.7153013818897 1497.247427851893 211.40914153307676 487.95476348605007 157.84008211735636 1651.7334441663697 1814.0954923694953 462.35649245721288 1210.0479123292025 65.084838196635246 2895.9684212333523 2855.7213059136411 222.26715467614122 678.71989449090324 4758.3757471391 1254.0832712617703 516.23716501519084
leaf_count=58570 9875 28746 33627 23425 4370 16225 567 42071 46235 41853 20237 1707 1701 8259 7510 1390 3469 812 25234 17604 6786 18789 1119 55328 28997 1204 5930 35519 9177 5631
internal_value=-3.94057e-06 -0.00131515 -0.000283777 -0.00165384 -0.00293528 -0.00238879 -0.00512379 0.00130245 -0.00341015 -0.00377535 -0.00826094 -0.0229523 0.00227058 0.00304497 0.000376517 -0.0108422 -0.016781 -0.0344769 -0.00126772 0.00377597 -0.00352166 -0.00474825 0.000587063 -0.00140293 0.00521796 -0.0027661 0.00757724 0.00537276 0.009554 -0.00626516
internal_weight=51157 32450.2 28254.7 24318 20496 20042.5 11512.4 8530.07 10502.9 10429.5 4195.5 1009.52 18706.8 17663.6 11117.8 1043.15 857.204 369.249 9620.57 3928.19 2114.09 5692.39 3045.45 8101.63 3822.05 2558.44 6545.81 5437.1 1319.17 1726.29
internal_count=561967 354467 304280 270653 218231 213861 155565 58296 143983 143416 50187 11582 207500 200128 150420 7372 5671 2202 142910 49624 32020 93286 34716 97181 52422 21441 49708 41449 10296 24420
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=31
num_cat=0
split_feature=1 1 47 38 49 43 16 37 41 16 8 28 46 31 12 33 14 9 33 43 17 19 17 21 45 34 19 0 12 41
split_gain=60.1758 65.7623 86.1714 73.6541 100.248 101.093 93.1691 91.9713 95.543 90.8638 85.8336 76.3319 82.0769 74.8411 73.0078 83.9079 71.2544 70.1298 66.0993 65.6651 74.7294 70.1041 65.4595 65.0201 64.7038 62.8194 61.7606 57.8128 78.9178 57.3085
threshold=3.5000000000000004 1.5000000000000002 0.16031567595035173 3.7951052990120266 0.6497150458318125 5.0001135589370893 4.8192452721717469 0.25074187495221295 4.435359796239152 11.130278177285421 1.1050000000000002 2.4715682782596136 0.11346122800488824 -0.41182057144565959 66.222439114657291 7592.3019548640486 16.479611639036914 1.885 1376.9615636559504 1.7550711292522347 217.15463621069409 21.29777278393863 154.35500438173486 5.9303910589950801 0.30356699844218965 0.09502591687449613 17.855548409199688 12.350000000000003 748.19238021164904 14.567575188853896
decision_type=2 2 2 2 2 2 2 2 2 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 17 7 5 10 -7 9 -9 -4 11 27 -13 26 15 16 -1 29 -16 20 -15 22 -21 -11 -22 -26 -12 -5 -29 -3
right_child=-2 2 3 4 -6 6 -8 8 -10 23 13 12 -14 19 18 -17 -18 -19 -20 21 24 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0020756729978641288 0.016582633389934702 0.020678182883168347 -0.027595416124942696 -0.023634649030019956 0.0044142193790718898 -0.0054746959523505924 0.015724667869547404 -0.0080387632590903143 0.010714639472015092 0.25882574149646304 0.03630734928005639 0.019519520593788794 0.34058530463818026 0.0061543368218920369 0.012090174076208795 -0.080000124341737755 -0.011539341050920277 -0.009085440551678944 -0.0040892831631894194 -0.0075656935114803321 0.00030242209521240187 -0.0016721438927498038 -0.021947177557017725 0.0042603721648174766 0.011010984767848762 -0.011230773245527908 -0.0088664606411462624 0.032546791455807508 0.38354238948598307 -0.019736781972366817
leaf_weight=10366.135770476423 541.05777300009504 973.00091510405764 876.41433771897573 907.96814619342331 6798.4573964065639 837.20581907569431 1360.5428786845878 3026.3133595178369 875.69514306262136 2.5346871437504879 217.3974506596569 84.251978643937036 2.0387152251787475 2826.1602716762573 2946.5406269552186 32.210397936403751 1059.1713260756806 338.25399812683463 803.37465387675911 3005.6495783797 4985.9186065709218 3454.6430971994996 1073.9514563358389 241.43503968510777 356.82159542920999 2878.2218951100949 116.05250006355345 12.296221156138925 1.8412446784786869 96.406062313588336
leaf_count=55113 2493 11061 14242 73773 89759 11537 9739 24592 6643 18 3269 3124 11 32228 13858 238 5523 4504 3677 54382 51877 34650 20360 1986 3409 25910 1606 409 16 1960
internal_value=-3.5918e-06 -0.000181097 -0.00136388 -0.00186662 -0.00089597 -0.00252796 0.00764903 -0.0074557 -0.00383009 -0.0200827 -0.00365059 -0.0178642 0.0271051 -0.00289282 0.00256826 0.000586317 0.000813507 0.0107582 0.00862392 -0.00331415 -0.000859473 -0.00691333 -0.0113516 0.00690514 -0.00327064 -0.00877753 0.0205852 -0.0220724 0.07826 0.0170348
internal_weight=51098 50556.9 35349.5 33941.8 28919.4 22121 2197.75 5022.39 3902.01 1120.38 19923.2 1008.4 86.2907 18914.8 15207.4 11457.5 11425.3 1407.66 3749.92 18581.4 11047.1 7534.24 4079.6 243.97 8220.96 3235.04 333.45 922.106 14.1375 1069.41
internal_count=561967 559474 481065 463540 416059 326300 21276 47481 31235 16246 305024 77333 3135 227691 78409 60874 60636 17525 17535 222816 113424 109392 74742 2004 81196 29319 4875 74198 425 13021
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=31
num_cat=0
split_feature=33 36 22 26 25 0 16 4 35 12 40 41 8 40 34 33 20 41 41 8 40 22 39 22 31 35 26 33 31 22
split_gain=59.1252 96.3232 75.5986 70.6987 163.652 91.8797 124.127 79.5585 103.341 96.0398 87.3196 140.222 111.361 94.0119 167.085 103.163 92.5512 77.2467 73.9228 72.3637 71.0598 70.522 71.8146 76.7221 68.7795 68.4272 78.9828 64.8447 63.394 77.9555
threshold=13903.081131326167 14238.060215126183 44.161017104773414 20.585333041747401 26.610896065174799 5.2500000000000009 16.45851857771893 1.0000000180025095e-35 6.558901093364466 229.93122438653879 0.11470161339171925 8.1704230559647524 1.5750000000000004 0.16775360469414344 0.17548226942557918 483.49756348201544 5.2291834693113177 6.026882164432064 5.8877134076351227 2.0350000000000006 0.26482654785243187 7.3163198070008049 487.68975479565898 54.127492334278664 -0.51000226197285747 3.0391589030483037 8.6914944005152446 3.5999921744483085 -0.36413034937069283 46.772293283108951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 6 -5 9 -9 10 -1 13 -13 16 17 21 -12 20 -18 -19 -15 -16 23 25 -10 -23 28 -3 29 -27
right_child=2 27 -4 5 -6 -7 -8 8 24 -11 11 12 -14 14 15 -17 18 19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0077224571105067863 -0.051294146988231065 -0.12059119321024443 -0.0071992303023320535 0.025423294698829986 -0.029261870526701109 -0.0039766704770546786 0.00063146856698219128 -0.033705442921233821 0.089501234804171492 0.0079222432428548619 -0.016437405770750976 0.033440633770946041 0.0060749557710094897 0.0016568007821567078 0.011883377537245643 -0.019554977128603743 -0.01292444928847095 0.033832397802293281 0.0035861939968920677 0.0076692307472422758 0.014535575859019101 -0.0092112268553744235 0.012181526115921104 -0.0077043064893728419 -0.0056145349233115037 0.011411496605078465 0.0081991826390266347 0.013877588450692774 -0.0019346202712521123 0.086968931605518288
leaf_weight=3908.566136175883 108.4771456643939 9.0223427936434728 935.19932511798106 1051.5660016424954 494.06431093125138 1192.7541094138287 971.16034103371203 387.80566277459729 19.306619907030836 3581.7828262287658 1705.6766797797754 506.28749707434326 1399.0564403631724 3975.6057863372844 1023.9419430280104 769.44642302440479 1015.2061411872273 495.18764421180822 2040.6540395338088 566.80073645617813 1466.0214726468548 1937.3455900815316 909.50279037095606 4783.5589443447534 1221.1897180434316 320.96731654950418 2863.2574129523709 1421.4901007923763 9939.2219931348227 38.200473129283637
leaf_count=65022 706 70 8097 3528 8919 6166 5502 12972 477 37744 42826 13541 8922 38818 4793 5810 15914 6611 25368 2562 7113 11244 6512 61717 54456 3508 12353 9709 80539 448
internal_value=-3.87918e-06 0.000241907 -0.0117823 -0.000134611 -0.000642388 0.00702985 0.0135201 -0.000327291 -0.011177 8.12224e-05 -0.000626837 0.000148802 0.0133466 -0.000594058 0.000472015 -0.00156145 -0.00710689 0.00753374 -0.00189891 0.0198687 0.00512645 -0.000926824 -0.00155769 -0.00218617 -0.00413419 -0.00043795 0.000853443 0.0130295 -0.00118889 0.0194477
internal_weight=51058.3 50014.6 1043.68 48584.1 45368.7 3215.48 2022.73 44874.6 1628.3 43246.3 39664.5 35755.9 1905.34 33850.6 29089.1 22585.4 4761.54 6503.62 3055.86 1061.99 5441.63 21816 20792.1 19882.6 1240.5 15099 13161.6 1430.51 10298.4 359.168
internal_count=561967 553164 8803 543385 528189 15196 9030 519270 67905 451365 413621 348599 22463 326136 242028 186924 84108 55104 41282 9173 45931 181114 176321 169809 54933 108092 96848 9779 84495 3956
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=31
num_cat=0
split_feature=32 6 38 49 7 0 7 42 14 24 26 16 0 21 29 33 41 49 26 28 42 8 1 45 30 28 26 21 0 12
split_gain=59.684 63.72 74.7542 63.0865 68.3335 63.9198 63.0502 70.3629 62.569 70.3869 60.8199 103.373 144.003 81.8382 77.3507 68.5726 62.7428 61.9503 60.3073 67.4891 220.065 59.2596 72.178 125.31 62.5865 56.0622 54.064 65.4152 86.5457 53.9402
threshold=-0.041210325274797267 1.0000000180025095e-35 4.7759271107678734 0.22516096074812811 1.635 16.250000000000004 14.525 3.0529427820315758 20.426166621051795 31.322790904271681 2.3730883863830869 1.6655058857158791 4.3500000000000005 2.4029453882997749 17.058034498888258 257.00844793488665 2.9266573545166295 0.8506035383326086 3.9540549417699018 0.25246717479603076 7.2908096527999513 1.5450000000000002 2.5000000000000004 1.0264006050296193 5.2023493796482176 3.3234525448035077 7.3735356392579794 5.6975469598830246 5.1500000000000012 229.93122438653879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 -5 6 7 -6 9 -1 15 12 13 18 17 -9 -17 29 19 20 -12 22 -19 24 -24 26 -16 28 -28 -13
right_child=1 3 -4 4 5 -7 -8 10 -10 -11 11 14 -14 -15 25 16 -18 21 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0041804544842537917 0.00016848564558812653 -0.0047397172698829112 0.010526224983151703 -0.0060525928520052058 0.017813357866074773 -0.014266040143811371 -0.014590257773636043 -0.011197307470966743 -0.018547633415872955 0.043536675673624382 1.5927344521989069 0.0016092670272586517 0.003445757561906244 0.02375063553799403 -0.0053400935955294371 0.092346506178649895 0.0034380666771493917 0.032990928301308391 0.047683275822325656 0.11224724451446109 0.14789159842835484 0.0085882100385406401 -0.054455173762101197 1.0071837987976828 0.68793044675574255 -0.014571021293428944 0.038091667005843918 0.00048101691102753571 -0.01920203572776652 0.010533467218389485
leaf_weight=1871.3813461478567 3894.7160385868046 6812.8222084534355 3151.6100303567946 3539.3833477430744 681.95118100405671 647.07459483784623 588.41308670863509 1813.6242696938571 837.43493669503368 80.611937080509961 0.32950941286981006 17173.359642926604 337.20021829404868 102.19895809399895 2706.4555207851809 20.269880775595084 943.30018169234972 247.70143686956726 53.426446900237352 55.312290728557855 1.3163934741169212 1130.2536288648844 1.2754288595169776 0.51141233509406436 0.36518332362174977 953.88435115711764 283.52860692609102 1109.7558453460224 85.877317486796528 1878.4282878879458
leaf_count=29891 27805 82342 21301 64666 5414 4088 4411 36176 10812 621 8 153586 2525 715 47510 145 24643 4028 163 677 57 6046 92 7 1 7901 1177 7530 551 17078
internal_value=-3.79044e-06 0.000407612 0.00480119 -0.000344394 0.000527223 0.00128295 0.00161646 0.00193884 -0.00711475 -0.00220987 0.00156423 0.00231216 0.0237637 0.0559921 0.00185096 -0.00547053 0.00530836 0.00323017 0.0858426 0.121636 0.437149 0.0134595 0.0354958 0.323813 0.110792 -0.00363205 -0.0011391 0.00654754 0.0247724 0.00248916
internal_weight=51003.8 48214.3 7046.33 41168 34355.2 30815.8 30168.7 29580.3 2789.43 1951.99 28898.4 26121.2 549.784 212.584 25571.4 2777.19 963.57 20431.9 110.385 56.9582 1.6459 1380.11 249.853 2.15202 1.64061 5139.5 4185.62 1479.16 369.406 19051.8
internal_count=561967 520643 49106 471537 389195 324529 320441 316030 41324 30512 310616 249652 4145 1620 245507 60964 24788 180838 905 742 65 10174 4128 100 93 64669 56768 9258 1728 170664
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=31
num_cat=0
split_feature=28 29 0 7 42 7 43 22 24 19 0 0 8 19 42 23 31 8 31 22 24 30 39 12 42 33 26 38 31 33
split_gain=57.7826 70.9442 92.1062 78.8876 75.3671 67.2301 82.9547 65.3591 65.3416 74.8092 138.482 62.1195 93.5425 84.7005 93.8048 76.9857 79.6202 61.9797 73.4846 61.5399 69.8396 65.872 63.997 59.5742 59.3723 59.0082 57.7539 56.998 55.9913 58.5364
threshold=0.30408897115985206 6.5838614006403295 15.65 1.635 16.733308289506642 3.8650000000000007 1.2204111152115917 83.248755065353848 9.7014191847567801 7.175317269051817 4.6500000000000012 8.4500000000000011 2.0550000000000002 11.208399287796031 9.1739847009662618 6.9854450366310088 -0.61522904207182127 1.5550000000000004 0.077633134173448345 571.27649296120524 34.379493386984926 0.704295471658131 3328.3191170290825 359.82544431898435 9.5758485282985877 392.29885823681019 7.1531703207480328 3.2443637675133394 0.74769084722388002 6074.1783603174972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 15 13 25 -15 24 -17 18 -16 20 21 -11 -21 -23 -3 -13 -26 -6 -24 -30
right_child=1 8 -4 4 27 -7 7 -9 9 19 -12 12 -14 14 17 16 -18 -19 -20 22 -22 23 28 -25 26 -27 -28 -29 29 -31
leaf_value=-0.011328875715977973 -0.0093476372624569978 0.015723997093780445 -0.028276632071671571 0.0069420120715008461 0.001317808950272832 0.0078278164264086597 -0.0028807389169116914 -0.020708270880728297 0.027606333827091652 -0.0049840021617201498 -0.016593072396688332 -0.019944704507196844 -0.002806307242208702 -0.025084149345653867 -0.0092789261793108715 0.03390106569472013 -0.0065577421016004365 0.019773078578172471 0.064914012660831327 -0.023441678860620953 0.0087244568273698499 0.0013930766925423948 0.0070318940502584531 0.0180193938255571 -0.004128135634758754 0.026024652326373951 0.015504334229920438 0.013349456283736306 0.00041576092481163595 -0.03861233374996053
leaf_weight=1102.1097875849809 1024.841320954496 669.13278232491575 225.44923474127427 1569.3138485052623 1376.9031464476138 2789.6343450022396 1960.3490119767375 696.88328734179959 642.76398610835895 4452.4944082014263 244.67425958905369 232.12388347811066 2133.3197676567361 86.578706018161029 40.679429229581729 122.852668100968 11935.448606895166 471.94341780757532 185.84639048785903 511.29723955597728 2741.633133938536 7859.9118968669791 657.89551595365629 578.42205657903105 2276.8260841071606 99.834142052568495 448.37391395587474 3452.6563120321371 216.6447955230251 172.63215221464634
leaf_count=42129 11537 5813 1568 11445 7124 16587 20489 12700 8531 57086 3556 3637 11676 1211 968 974 190604 2097 1272 10023 21183 69755 4841 5421 17345 1337 1672 16978 1405 1003
internal_value=-4.61024e-06 0.000245615 0.00340586 0.00396083 0.00511222 0.00180332 -0.002173 -0.00755617 -0.000879593 0.00126392 0.0154202 -0.00295153 0.00333147 0.0150537 0.0240069 -0.0042731 -0.00614554 0.030092 0.0515905 0.000533143 0.00147771 -6.3531e-05 -0.00894151 0.00253276 0.00237871 -0.00611973 -0.000898029 0.00991924 -0.00186159 -0.016892
internal_weight=50979.5 49877.4 13096 12870.6 11845.7 7016.18 4226.55 2657.23 36781.3 18078.4 887.438 18703 3250.33 1117.01 785.048 15452.6 12058.3 698.469 226.526 17190.9 15632.5 12890.8 1558.47 8438.33 3394.33 331.958 2725.2 4829.56 1047.17 389.277
internal_count=561967 519838 98428 96860 85323 61221 44634 33189 421410 182804 12087 238606 22198 10522 5548 216408 191578 4337 2240 170717 153445 132262 17272 75176 24830 4974 19017 24102 7249 2408
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=31
num_cat=0
split_feature=13 12 7 49 33 20 8 33 33 39 0 40 22 33 31 22 33 47 35 24 26 25 49 46 34 26 27 16 0 21
split_gain=55.2947 77.1397 87.995 82.9662 79.4624 73.3772 64.4821 64.03 62.9225 78.3844 133.916 108.34 97.5513 83.483 76.8218 74.0764 81.5701 70.3263 67.7169 80.3707 79.2193 102.917 67.6557 67.6203 65.5511 63.7928 139.739 63.2556 135.368 65.4001
threshold=39.447149901613912 191.11171976101716 5.3650000000000011 0.73919883243646722 4995.0427430512873 4.7300506541532394 2.3150000000000004 3.5999921744483085 647.40252112785538 598.14695826093975 4.4500000000000011 0.1183946677511017 237.13948759531777 451.38173571503188 -0.34534306616897509 26.806926173454979 47.165650786823939 0.01569630880271056 7.3872066751861913 4.9949104239229536 7.2219709770942915 9.4818971343672516 0.21892662861935838 0.045459927238283869 0.15690424972010983 3.2499742718852409 8.9057150556268301 4.8861986535095134 9.4500000000000011 8.8957179721300559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -2 -5 -4 9 12 11 -11 14 25 15 -1 23 -18 20 -20 21 22 -16 -17 -10 26 -13 28 -22 -30
right_child=5 -3 7 4 -6 -7 -8 -9 24 10 -12 13 -14 -15 18 16 17 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0073807055795712386 -0.016659657329468624 0.0067006733237552733 -0.11537890206273985 0.0088735964828003857 -0.065123467159753534 -0.0020270835012671526 -0.0014928408126241607 0.0058128340109938085 -0.0063780240322576093 0.0029050074068725125 -0.0040491076497087813 0.069371603979123411 -0.02597549241047982 -0.016504233274394146 -0.014886146120983046 0.54298843411003639 0.16815267949150098 0.020332605005379208 -0.0051775344702818986 0.01362958439030254 0.015404256777066683 -0.02596128921713764 -0.0034553746482354924 0.080420104534968798 -0.028971957667052784 0.034272688379810158 0.47646160319633363 -0.0017119537149462496 -0.081714034093172752 -0.0073298839240331292
leaf_weight=287.04082608968019 1014.5239347501192 4677.3530705691082 10.91922193020582 3644.3068620176055 41.127964994404465 5509.547521230299 2549.5769337210804 5819.8480875839014 2276.0245458013378 678.1240640510805 1528.0895600569202 12.304945029318331 433.23442670237273 83.2769732887391 1499.0256650710944 1.358897777507081 8.1737799360416812 515.49955594562925 1003.8284752264153 1308.5668988777325 1215.0512717394158 619.50879229418933 9486.3766484106891 1.8874281935859469 373.73728077206761 635.35236251214519 2.5438348932657382 5574.7473920737393 53.099459017626941 66.62963159289211
leaf_count=2661 25060 69557 82 47869 442 54354 12258 38014 26808 12347 16100 275 12119 851 19767 21 64 10227 17116 18178 5281 14939 115414 28 2844 3906 31 34493 409 452
internal_value=-4.32075e-06 0.000627156 -8.78833e-05 -0.00106381 0.00414652 -0.00430252 0.00460648 0.00558588 -0.00223815 -0.00146202 0.0062078 0.0173111 -0.00248345 0.03063 -0.00201315 0.0130559 0.0241888 0.0226399 -0.00260208 0.00546527 -0.00360967 -0.00613335 -0.00501517 0.274049 -0.0095648 0.0366669 0.139113 0.000628971 0.0104059 -0.040319
internal_weight=50930.7 44406.6 39729.3 33898.5 6235.01 6524.07 6193.88 5830.77 27663.5 25013.7 2939.69 1411.6 22074 733.478 21640.8 813.96 526.92 523.673 20826.8 2312.4 18514.4 11604.9 10985.4 3.24633 2649.76 650.201 14.8488 6909.53 1334.78 119.729
internal_count=561967 482553 412996 374900 60569 79414 60127 38096 314331 284679 33510 17410 251169 5063 239050 13001 10340 10291 226049 35294 190755 150120 135181 49 29652 4212 306 40635 6142 861
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=31
num_cat=0
split_feature=28 22 46 47 34 37 38 37 8 38 40 31 46 16 7 37 38 7 26 33 39 26 4 36 17 35 19 17 40 24
split_gain=55.271 54.0179 70.032 74.9017 67.2581 140.575 116.189 153.599 113.075 108.911 103.586 92.3721 83.6257 82.8042 100.277 78.2791 82.02 74.5966 70.9955 64.772 86.92 70.3766 62.3897 61.9761 71.8422 66.139 61.7475 71.4596 65.346 60.3368
threshold=0.16618706563752858 7.3163198070008049 1.0000000180025095e-35 0.097030757129642028 0.22320960302880888 0.24214364527501864 5.3480255482546015 0.14942976966647639 2.7750000000000004 8.7170944978004297 0.12741624697338197 0.6481122724803855 0.03634296677701402 7.799933218807138 5.8950000000000005 0.10561898618786902 23.641120096604613 4.8250000000000011 5.070766581195925 252.29209455821479 487.68975479565898 73.74767054318059 1.0000000180025095e-35 399.39600401151085 38.87315078691838 3.1934640155390359 10.513272412727034 647.99368701092214 0.17361623055604589 4.14273273280822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 13 26 15 -10 18 14 -5 16 -11 19 -6 20 23 -21 -9 24 25 -14 28 -28 -8 -12
right_child=1 2 3 4 12 -7 7 22 11 10 29 -13 17 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.026285398386209954 0.0099939346036969478 -0.0096264269179101442 0.011821753564084176 -0.019275696518264687 -0.0054702546316794526 0.011453935619062862 -0.028122276703240162 0.010696025294266984 0.017789927845292423 -0.0098356910930691415 -0.0044905723834263818 -0.0045575592908050659 -0.015576638132138197 0.0017842987361036242 0.010126125757838056 0.014629706485722857 0.0053914669772092451 0.002168169749581882 0.0078665149774445418 -0.015632627195896798 0.012175439293967175 0.024856255013930934 -0.01791127304842921 0.0014890626097533242 -0.013418457027465899 0.0034772471192789181 -0.001031665881138407 -0.019645820542948077 -0.0034361923122691431 0.012102757075207908
leaf_weight=199.27748252579477 1342.6626324681565 1883.364928261959 1348.0974801029079 2404.5531612661434 1490.791630439111 3103.5445250817575 584.6282524416456 4798.2611770215444 715.33567107003182 2604.7628784812987 666.8759084676858 1307.7756643686444 631.31529492978007 896.01723465346731 329.76578636560589 606.44264150643721 1338.9245448983274 3325.0675973158795 3017.8617452282924 2254.3376092638355 727.78326822910458 112.68878018017858 198.472917068284 2060.1968530913582 3264.6680881397333 1634.8203874749597 3906.5137479352998 594.00084517290816 495.09217043570243 3069.2293467649724
leaf_count=11032 6549 18098 11886 54968 16880 19598 26827 50665 3260 58252 8281 5925 3976 9981 4230 8992 12966 19598 17497 21014 5989 525 5238 13488 37795 12531 55641 7420 6844 26021
internal_value=-4.63305e-06 9.86359e-05 -0.000170469 0.000204553 -0.000134875 0.0014283 0.000159158 0.00204355 -0.00612828 -0.000664875 0.00297152 0.00334411 -0.0024662 -0.011407 -0.0157298 -0.00209418 -0.00466591 -0.00437217 0.0034567 -0.00640731 -0.00433081 -0.013705 0.00955973 -0.00591334 -0.00867069 -0.00183091 -0.00606465 -0.00348846 -0.0168028 0.00914093
internal_weight=50913.1 50713.9 49371.2 47487.8 46139.7 27620.2 24516.7 18863.2 5653.45 13866.5 8286.24 2023.11 18519.5 3630.34 2734.32 4550.13 3943.69 14010.9 4508.65 10685.8 8318.78 2367.03 4996.73 7591 5530.8 2266.14 5580.24 4500.51 1079.72 3736.11
internal_count=561967 550935 544386 526288 514402 365109 345511 267147 78364 211244 114512 9185 149293 69179 59198 80210 71218 114916 34377 95318 73779 21539 55903 67790 54302 16507 96732 63061 33671 34302
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=31
num_cat=0
split_feature=40 41 34 37 8 33 0 38 38 37 42 16 38 46 37 41 33 7 33 7 22 43 26 0 31 38 21 23 34 8
split_gain=55.2629 145.949 127.403 118.522 108.422 104.053 126.885 92.0249 89.3455 105.379 75.1043 74.9158 73.7058 76.6739 72.1885 66.5654 64.9762 66.4928 60.342 59.977 59.6946 58.76 73.2731 61.4783 69.0728 67.4482 56.3296 68.2824 54.8884 53.4599
threshold=0.29748409865855457 4.5457327010555071 0.25640244475855051 0.20720553208856038 3.9550000000000005 483.49756348201544 6.8500000000000005 4.0451473404535108 6.8053869173832124 0.1451334994107831 14.239427739703485 9.7918438169378046 8.7170944978004297 0.0026135386596243715 0.29583036102496774 6.9766536658921519 134.35180562175381 5.0550000000000006 22007.569215382013 1.9150000000000003 151.81267503495806 4.0557516692572806 3.2499742718852409 11.15 -0.211269740452844 3.0284496648917822 6.0285050916050356 14.088277585719823 0.43658430971276591 1.1850000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 6 -2 14 11 12 -8 21 -10 -14 -1 20 28 -18 -17 -9 29 22 -3 24 25 -23 27 -13 -4 -5
right_child=2 3 16 15 -6 -7 10 19 9 -11 -12 26 13 -15 -16 18 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.021710936119670163 0.02133879930137007 -0.021526093007484384 0.0095713273138482644 -0.02402787426837473 0.0064401225461180288 -0.0039839137818587986 -0.020620861522884146 -0.019576219121498966 -0.0075663536335092447 0.010249749852708797 0.010021034557961139 -0.077647811058852198 -0.011038624867503509 0.0030877856681001186 0.0039169749030363221 0.015555836158051606 -0.0072899431905367783 0.0051343214961199046 -0.088034072739240868 -0.0033705057410157941 -0.010958914269207226 0.40811582693310772 -0.0068303109188008236 0.026030200847303626 -0.0062005910364785234 0.026613203690251244 0.0052510099304219904 0.085341713699207067 -0.0031196998188231908 0.0066236547272851944
leaf_weight=1817.0165256360779 2150.2747415397316 1095.8032478945097 2233.5397049714811 147.22396065690555 1320.6002954384312 968.41604520264082 319.48556906031445 655.90560233360156 3001.4294967229944 2643.688813904766 534.58285974524915 7.5941283740103236 1087.2641024605837 8242.5658813714981 323.73430764023215 1785.2840884122998 3968.9166235374287 1477.8945530019701 14.169622367247937 4407.309320842498 622.83115725324024 1.1677523339167226 3753.868700544117 207.11187125719152 1464.1249318724731 147.04382871137932 809.47622538171709 41.769201235845685 1377.3656362642068 4213.8432900912594
leaf_count=20233 9407 40402 12341 5837 6068 5437 1843 9341 58386 26657 3324 91 11914 116235 2127 15208 28936 7897 125 37144 8482 8 59805 1067 21001 3525 6687 328 8347 33764
internal_value=-4.55782e-06 -0.00097228 0.0028035 0.000703693 -0.00673011 0.0102687 0.0148629 -0.00914442 -0.00104269 0.0011911 -0.00144133 -0.00548625 -0.000750978 0.00144155 -0.0178354 0.00649711 -0.000470783 -0.00391884 0.0147401 -0.00546985 0.00352094 -0.0072762 -0.0101509 0.000386166 -0.00290793 0.029619 0.00841316 0.0602672 0.00473038 0.0055889
internal_weight=50841.3 37810.8 13030.5 29286.3 8524.57 3972.76 3004.34 7203.97 22502.9 14974.9 854.068 7527.96 12331.3 9329.83 2140.75 6783.35 9057.72 5446.81 1799.45 5063.21 4983.9 6669.12 4849.67 1819.45 1612.34 148.212 858.84 49.3633 3610.91 4361.07
internal_count=561967 484435 77532 409522 74913 20011 14574 68845 346106 213192 5167 132914 186535 128149 22360 63416 57521 36833 15333 46485 48083 125808 100207 25601 24534 3533 7106 419 20688 39601
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=31
num_cat=0
split_feature=0 47 28 33 40 37 38 34 37 8 34 38 19 37 38 34 0 33 40 37 34 26 21 42 0 45 23 22 30 26
split_gain=54.1883 61.9521 58.2721 82.7904 78.9673 120.308 129.264 114.32 113.887 109.986 97.4675 92.693 90.1572 87.1335 142.121 93.213 86.2165 105.564 82.8256 81.6496 71.0284 66.8082 65.9077 63.0148 72.2915 59.6641 59.4744 72.3687 58.3479 57.0649
threshold=19.350000000000005 204.53006794203776 2.602439799425424 714.96288038560772 0.32094938406144452 0.36655846446087387 4.480343492112997 0.2947892693839525 0.20261854768826634 4.1350000000000007 0.23296630829958598 6.0755053728515325 8.775839913341775 0.12232985720216764 10.227700571053999 0.13238690076456161 6.2500000000000009 210.68491227470261 0.072530963870011581 0.25294469039406353 0.10969425627531366 3.2961726014484629 3.0717330142221067 11.669440312321209 8.1500000000000004 4.3606447883482877 10.631509221048949 158.54568979741009 0.13188260796099718 33.870754790913018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 11 19 -10 12 -8 14 21 -15 17 -6 20 -1 -16 -13 26 24 -17 -7 27 -23 -5 -2
right_child=29 -3 3 28 7 25 8 -9 10 -11 -12 13 -14 15 18 23 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014363176333939029 -0.015877237361680265 0.010972266335366895 -0.0015704153684227276 -0.030122546015331954 0.030087776311438087 0.022433306128208465 -0.022767023584290048 0.00012591103383084091 0.015786192899677958 0.0082172956118104577 4.5343722258241065e-05 -0.020650680610658782 -0.0038282875192316504 0.015542715130816304 -0.010690107074635732 -0.00011176855923340561 0.00034769285746161297 0.0074518851010617034 0.0073007029148718997 -0.0015438998917649289 0.011344101695365583 0.055285329088832748 -0.0073853196862389246 0.0069688040947169863 -0.023717600615248715 -0.060790324537571883 0.0080037143190626828 0.28577455306674504 -0.0084237461974409188 -0.12889218292841964
leaf_weight=3608.0835360276978 338.64004839048721 1284.3754263389856 6186.1400093089323 432.46736405114643 1007.6788444924168 693.81765952985734 719.91726817749441 4400.0863990613725 2124.8787537994795 981.74910333380103 1830.7175343757262 960.63963104621507 4943.4787406255491 1698.0145104714902 1489.5953815428074 2146.2087104070233 955.48621460050344 1053.5953329615295 3877.7695589954965 1894.2504458846524 484.77086851978675 38.225981539580971 2890.9462938187644 3084.9384009341011 382.06883418792859 22.225595063529909 140.8173182986211 3.7386426921002558 1092.3184340689331 11.550573436543344
leaf_count=51107 2083 8348 45146 4177 3944 3955 19478 28795 19795 4306 20267 38134 69222 22711 26945 35558 5059 5457 48975 16369 4178 320 33286 28442 3834 197 3772 28 7978 101
internal_value=-4.35462e-06 0.000131756 -0.000151556 -0.00414259 0.000591187 -0.00042806 -0.000864087 0.00526589 0.000667716 -0.00719928 0.00850106 -0.000687665 -0.00623573 0.00113937 -0.00192119 0.00527797 0.0127628 0.0185177 0.00305629 -0.00994997 -0.00528 -0.00914136 -0.00554433 0.00217285 -0.00367904 0.0198501 0.0235735 0.0758197 -0.0145781 -0.0196049
internal_weight=50779.2 50429 49144.6 7710.93 41433.7 34016.9 33300.8 7416.85 26816.7 6484.08 3955.6 22861.1 5663.4 17197.7 9886.5 7311.23 3016.76 2061.27 5852.14 5502.33 1974.37 4034.37 3073.73 5613.22 2528.28 716.043 182.782 41.9646 1524.79 350.191
internal_count=561967 559783 551435 57301 494134 450879 446727 43255 374945 71782 40062 334883 88700 246183 155638 90545 14460 9401 80098 67476 31123 75540 37406 67834 39392 4152 4120 348 12155 2184
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=31
num_cat=0
split_feature=32 1 31 24 0 23 7 12 17 43 20 43 17 17 36 21 26 16 12 37 25 26 41 8 38 49 26 25 0 21
split_gain=53.0007 56.4608 74.235 72.8019 85.0693 121.075 77.1928 69.988 69.093 92.9089 89.2969 80.5013 69.8122 67.6577 66.8546 65.2929 64.3921 88.2961 64.3499 61.9808 75.347 58.2323 57.9903 59.1722 56.8439 72.5011 63.4189 129.205 82.8224 71.2567
threshold=-0.041210325274797267 1.5000000000000002 -0.41182057144565959 8.8905496702856617 3.8500000000000001 12.005133855918311 617.28000000000009 17.144846067183554 348.45417145180829 1.5919550872255546 2.7885762348711673 0.95270586877488617 21.762898565874305 108.02755410735047 291.2109819974649 2.9480730907552055 3.2273692629137529 2.4618258116064173 384.31724537418546 0.22620232562456297 1.3275505963843404 3.8479313148848946 3.9167140070634763 1.0450000000000002 2.822162817866436 0.4177663054965583 12.864695687819475 16.614159606224082 9.2500000000000018 11.86192808141285
decision_type=2 2 2 2 2 2 2 2 2 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 22 4 5 16 24 15 9 -6 12 -10 -11 14 19 -2 18 -18 -4 20 -12 -7 -3 -24 25 -5 27 -26 -28 -30
right_child=1 2 3 6 8 21 -8 -9 11 10 13 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 26 -27 28 -29 29 -31
leaf_value=-0.0067276130904356628 0.010229726919908193 -0.016173534131287602 -0.015746168664860425 0.0055591592875173425 0.0079118591517101725 -0.034869642647205525 -0.033739106806099643 0.0046326191914836182 0.0010581065393332183 0.0045931833726020974 0.021042056231980476 -0.0172012640417297 -0.026293878795807576 -0.0076685288808378826 0.012068155450382454 -0.0089588791074190054 0.049002356981075669 0.0014155092792683347 0.083741911113771675 0.0059077679967163409 -0.018360938922857093 -0.014240524213960479 -0.021147768813723489 0.030021825146948074 0.001618057767388441 -0.022620571607241811 0.010304871297051092 -0.020268614432638998 -0.056097319357925668 -0.0034289411501455674
leaf_weight=2770.8647477575578 575.06915456801653 112.17983310762793 682.40660575288348 398.46937669906765 2878.078450407018 467.80181608581915 157.42429870087653 11781.696265482344 1095.6855266076745 255.58197425771505 144.98917964845896 1344.1368514666101 643.70231101766694 2055.0622871370288 1426.4491247683764 1935.0792651195079 107.5377193109598 1042.0557891000062 16.650039285421371 1078.0187146225944 743.32044228853192 1273.0181389393983 64.704641583142802 445.46102007199079 12065.81094664929 534.31411306629889 3460.0796992089599 714.22607553459238 77.392641637474298 377.28744179662317
leaf_count=41324 3410 1216 15194 2883 34339 32028 1306 60230 12693 2382 1590 17279 20961 25399 10630 10000 716 9582 369 8342 13877 20438 4107 6409 164962 4792 18423 14282 536 2268
internal_value=-3.96703e-06 0.000384539 -0.000733373 -0.00105563 -0.0035899 -0.010321 0.00111805 0.00301758 -0.00151866 0.000460289 -0.0029186 -0.00900127 -0.0175156 -0.000509046 0.00382757 -0.00456281 -0.00140986 0.00586698 -0.0133766 -0.00215046 -0.0119296 -0.0197841 0.0163749 0.023532 0.00142935 -0.0105827 0.00210049 0.000394898 0.00766853 -0.0123938
internal_weight=50724.6 47953.7 33661.8 33039.5 15254.5 3589.47 17785 14291.8 11665 9225.2 6347.12 2439.82 899.284 5447.84 3392.78 2510.15 1848.65 1149.59 699.057 1966.33 888.31 1740.82 622.345 510.166 17627.6 932.783 16694.8 12780 3914.76 454.68
internal_count=561967 520643 447003 435271 225819 78327 209452 73640 147492 117520 83181 29972 23343 59838 34439 13410 25861 10298 15563 23809 15467 52466 11732 10516 208146 7675 200471 179244 21227 2804
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=31
num_cat=0
split_feature=1 43 43 0 0 1 24 23 8 31 27 12 28 28 36 17 26 15 16 25 49 29 21 33 43 26 0 24 21 45
split_gain=52.1862 56.4087 94.9294 139.619 88.8482 81.238 83.2189 94.3406 85.3678 79.937 74.1667 72.9865 70.3624 62.6171 62.5367 67.0843 61.9587 61.5683 61.5666 64.5273 97.1601 105.265 60.653 87.4645 188.497 66.8324 62.4142 79.771 87.8273 72.5239
threshold=3.5000000000000004 2.1209610901918601 4.2100935792719216 9.8500000000000032 13.15 1.5000000000000002 34.379493386984926 11.207402916387855 1.1050000000000002 0.94133054963414564 3.3196817408802919 146.96591490386072 6.3674858893649491 0.27918971231953837 569.39254006868339 165.43150489919819 3.0692577442687146 11.001875713816563 2.3230456512813995 1.4665635747546357 0.69139520808582389 8.6190983957359766 1.6153287143890969 1049.107870184793 1.8173290305627501 1.8239371493406147 3.9500000000000006 8.7425666912061022 4.4657910619644685 0.46670308854310433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 10 5 -1 7 -7 12 -8 13 14 16 -4 15 -6 -9 -13 -18 20 -20 -22 23 25 -25 -10 27 -24 -29 -28
right_child=-2 2 3 -5 11 6 9 8 22 -11 -12 17 -14 -15 -16 -17 18 -19 19 -21 21 -23 26 24 -26 -27 29 28 -30 -31
leaf_value=0.008237268406062849 0.015596809236534892 -0.0051141703968754712 -0.02531917269211828 0.013917126706258807 -0.020032822464349585 0.0058624322178931591 0.018195169152774551 -0.043341579698793674 -0.044753892664395542 -0.0065357744546754373 -0.005514774252239161 0.014742869245710465 0.19631987846075252 0.0029652709842626209 -0.015349123073533415 -0.096332886482459523 0.036992727410502572 -0.058986639141289425 0.0007594638920547875 -0.020715948902617048 0.74052229321465746 0.1452978833047098 -0.017874468285381442 0.10166317726092999 0.84429344837746967 0.068459299545358412 0.0038974182305888381 0.021378916647873308 -0.0063923168110158459 -0.0060672636081231714
leaf_weight=4519.0723607814871 530.42480903537944 11724.20438920625 200.95478298689704 1811.3745917368215 61.639867339748889 4503.010217105737 1200.0609792262549 210.5872345266398 26.341754125547595 448.99063434731215 5204.5767500628717 275.38022625818849 3.7564838211983433 7449.2982557865325 565.25410886574537 54.084827781422064 58.989317971281707 31.559867749223486 8.1449268043506873 419.86510803678539 1.0246453988365822 2.7002504498232156 1212.6547675831243 17.811573230195794 0.89753277506679197 25.806398084620014 5323.5400112053612 343.71091791102663 1658.0645121808629 2779.2599069139687
leaf_count=21169 2493 164902 6936 10007 419 44883 11106 36282 2069 2455 46806 1598 35 50340 3844 629 1494 278 660 21867 23 100 24105 436 26 716 55114 8770 16882 25523
internal_value=-4.1347e-06 -0.000169167 -0.00176016 0.000921046 0.00159854 0.00223559 0.000749068 -0.000315368 -0.00261574 0.0114616 -0.000910233 -0.0130809 -0.019499 0.0022223 -0.022205 -0.0556922 -0.020655 0.00716193 -0.0109194 -0.0174658 0.0974993 0.309032 -0.00157044 0.0445452 0.137289 0.0112716 -0.00185917 -0.00775449 -0.00162391 0.000479533
internal_weight=50673 50142.6 26390.4 14666.2 23752.2 22764.3 18245.2 16596.2 12093.2 1649.05 12854.8 987.919 705.068 7650.25 680.979 115.725 701.311 306.94 490.724 431.735 11.8698 3.7249 11388.1 70.8573 18.7091 52.1482 11317.2 3214.43 2001.78 8102.8
internal_count=561967 559474 278991 114089 280483 273715 252546 238985 194102 13561 104082 6768 60461 57276 4892 1048 60426 1876 24144 22650 783 123 133641 3247 462 2785 130394 49757 25652 80637
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=31
num_cat=0
split_feature=30 32 7 8 28 33 43 28 21 24 0 13 0 28 47 34 9 26 21 0 12 26 13 20 0 42 47 31 8 33
split_gain=50.8016 72.6683 98.9058 82.6022 65.4433 77.3472 65.3983 65.3618 62.0358 60.8664 76.7613 68.692 77.8159 75.1584 69.4128 89.1763 81.7727 65.588 143.268 74.705 65.428 61.2791 60.7815 60.2477 71.1475 59.4005 65.4345 58.8622 58.4515 70.3759
threshold=1.8955198683283039 1.5340598758980211 5.8350000000000009 1.6150000000000004 2.8699191755320537 392.29885823681019 1.79409315857914 0.68636465048791628 7.7847381490658494 40.057716077274499 7.1500000000000012 38.95303138681259 8.3500000000000032 0.44990214194954131 0.42756933583525231 0.052424719033918904 2.0150000000000001 2.6753843395659564 1.9048043063378604 5.2500000000000009 59.831923890038013 3.9797343814926212 14.096719780398546 1.6386522942881794 4.8500000000000005 11.815884039875927 0.51307309588512917 -0.36413034937069283 1.4550000000000003 417.14614905713756
decision_type=2 2 2 2 2 2 2 2 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 6 3 7 9 -6 -2 -3 -8 11 -11 13 -13 -1 15 -15 20 28 19 21 -17 25 -22 24 -20 26 -19 -24 -16 -30
right_child=1 2 -4 -5 5 -7 8 -9 -10 10 -12 12 -14 14 17 16 -18 18 23 -21 22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.010415775164859038 0.011411642854781648 -0.0093109216964804564 0.0065336544516152902 -0.0063963107371612137 -0.0020638784578651615 -0.015407739905726326 -0.0040460998196472017 0.018394048698666371 0.0073627078239820011 0.013595152363937874 -0.013324281230937108 -0.011037697320224501 0.0087814755689516171 -0.024290905645662664 -0.020759842847777984 0.0061126716803865128 -0.0098012373072451867 0.36322749263983128 0.037112323135537036 -0.027172771218873432 0.0431521163262042 0.028106026841231747 0.051380083480103325 3.9747567234010926e-05 -0.022100150654082239 0.004558648155347152 0.10593075477292646 0.011013424368501709 -0.0086750358418482953 0.01466758184133559
leaf_weight=1569.7634451779304 3083.7234459356405 315.64912282302976 3207.1926847361028 5779.9075498960447 3259.5770906126127 1628.5606555999257 2220.1435038981726 653.91163342725486 2571.7388144107535 1457.6992189398734 323.61017421120778 2775.1961049839156 602.8497204859741 198.64870932511985 644.89123942772858 1216.7524117305875 423.35214897152036 2.5897816717624655 217.43606634042226 28.238257886841893 277.97988883289509 68.028859922662377 103.32519655674696 15335.815318305278 66.169271698454395 14.590162785956634 53.88930964213796 716.89177448651753 1381.789524275111 421.36202300246805
leaf_count=50707 27931 9383 20053 34507 23663 13630 30628 9961 13291 12805 2543 49200 4307 3361 45152 12893 5772 51 4034 484 2981 355 988 151292 1342 245 954 10196 15672 3586
internal_value=-4.75841e-06 0.00214309 -0.000695645 -0.00413084 -0.00117286 -0.0065096 0.00573193 0.00937445 0.00207685 -0.000237884 0.0087047 -0.000847753 -0.00750075 0.000140489 0.000923175 0.00805686 0.0104035 -0.000225796 0.000955054 0.0469739 0.0140985 0.0620263 0.0229464 0.000462038 0.0232972 0.0944955 0.117729 0.0160985 -0.00784077 -0.00322031
internal_weight=50621.3 17832.3 9956.66 6749.47 32789 4888.14 7875.61 969.561 4791.88 27900.9 1781.31 26119.6 3378.05 22741.5 21171.7 2936.95 2738.3 18234.8 15786.8 167.336 2314.95 139.098 1098.2 15619.4 283.605 71.0693 56.4791 820.217 2448.04 1803.15
internal_count=561967 145754 73904 53851 416213 37293 71850 19344 43919 378920 15348 363572 53507 310065 259358 36191 32830 223167 158757 2089 27058 1605 14165 156668 5376 1250 1005 11184 64410 19258
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=31
num_cat=0
split_feature=33 23 24 0 22 43 23 26 31 25 19 17 42 43 29 12 18 23 33 47 18 0 22 20 23 25 21 17 25 26
split_gain=50.5472 49.4341 69.8098 90.7505 77.9158 78.3389 77.1357 76.5073 91.691 72.3743 63.7799 75.85 71.995 66.2665 61.921 61.5565 58.8297 56.3878 54.3789 75.1874 54.111 59.4907 53.9047 58.2541 52.795 55.72 73.4482 73.0213 52.2942 51.9568
threshold=1.0000000180025095e-35 4.1859780098442529 7.6452493197860312 3.7500000000000004 267.46985020925848 1.2204111152115917 21.344551230070248 44.645222937331518 0.35813728388009108 46.039092977614551 8.775839913341775 328.10214641409772 18.619015667242113 0.95270586877488617 91.984688040427528 31.657259419473252 40.247326955950776 572.21997459083207 2835.6593058096441 0.38969177706380548 15.295307310667761 5.6500000000000012 12.164182562587213 9.0048169341776099 8.7318170248458831 1.9186028943027795 2.8178551674047108 686.16303143604171 7.7463968950845867 18.179593690876285
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 14 -8 -9 22 12 15 -5 -13 -6 -12 -4 -10 19 -17 -21 -22 -7 -24 25 -3 27 -27 -18 -11
right_child=1 2 4 10 6 9 7 8 17 29 11 13 -14 -15 -16 18 28 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.1228552745037419 0.0071634279778108271 -0.013781630900281847 0.012920608783853111 -0.010078458310767013 0.012361236751783682 0.014854443286165933 -0.011481985915862039 0.021047648391807342 0.0017428794801479111 -0.07120840082309679 -0.0025937833119512089 0.0029525745901284113 0.0038335666683951271 -0.01462121511362117 0.25936597047217436 0.024394992506955603 -0.0023963462377780687 -0.03364605947823926 -0.019718826850247121 0.018342359982906672 -0.0046081577457777441 0.0077570273060553656 -0.0020424700254604495 0.0036320156609434373 -0.012794292589206283 0.043027204232025752 0.0019069103570222533 0.34778178237742535 0.011792680035140203 -0.010798909412845057
leaf_weight=8.3716841842979175 2308.3649570001289 527.69603598187678 2659.4534616316669 3073.0426828718046 491.32149273855612 684.36986716743559 2855.9424650394358 457.34975986601785 347.1176843335852 57.219387462362647 2827.4768373681 945.20867156004533 1333.4924610401504 1240.3074357750593 2.550446991575881 579.34112804452889 1850.7864710008726 166.5787867163308 191.82806126237847 687.29528245842084 1539.6940696540987 2641.5560674769804 9859.2160675084451 8356.2482960922644 2953.7074244590476 86.701010147575289 774.88041993393563 2.01116780610755 1000.3432638498489 94.176858538761735
leaf_count=71 13052 6956 21919 65572 6059 2859 51485 2400 2015 1456 20099 8626 6970 12999 22 4855 18702 1065 1734 4992 21505 20382 119554 68299 63679 1898 5452 32 6700 558
internal_value=-5.00169e-06 1.53256e-05 -0.000326391 -0.00264583 0.00123188 0.00232111 -0.00495981 -0.0073597 0.00476435 0.000802431 -0.00080913 0.00128368 -0.00586844 -0.00702077 0.0136368 0.00342718 0.0075715 -0.00973286 0.0064458 0.0073671 0.00534083 0.0032037 0.00107825 0.00056067 -0.00901164 -0.000981058 0.0068407 0.0499362 0.002582 -0.0336303
internal_weight=50603.6 50595.3 48286.9 19404.2 28882.7 24561.8 4320.86 3826.99 971.046 19051.2 15059.2 10652.7 4406.54 2185.52 493.872 8467.19 5510.58 513.696 5639.71 5447.89 4868.55 4181.25 18899.8 18215.5 4345 1391.29 863.593 88.7122 2851.13 151.396
internal_count=561967 561896 548844 245751 303093 240047 63046 56965 5480 192726 167734 95192 72542 21625 6081 73567 47321 3080 53468 51734 46879 41887 190712 187853 78017 14338 7382 1930 25402 2014
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=31
num_cat=0
split_feature=15 24 22 0 21 0 19 25 21 26 30 8 16 26 21 7 23 8 26 7 26 38 0 21 21 26 39 0 29 42
split_gain=49.3314 62.4261 88.6847 80.4342 87.5879 78.1336 131.173 98.6975 99.9035 208.555 80.2378 94.3128 65.5563 141.031 67.0636 61.2122 60.3914 59.7066 59.547 58.5369 58.378 58.0264 62.0894 71.1122 64.0538 85.9202 59.513 59.5183 57.5445 79.0555
threshold=15.569373440271564 15.122693226216571 232.64571732073347 4.0500000000000007 7.3337964438597361 4.0500000000000007 19.742584707387156 3.2916044138784315 5.1437592690200331 5.3343308287194811 2.491496772555438 1.8750000000000002 2.3624634476834392 2.5027203930195072 2.2710049393024998 3.9050000000000007 8.7318170248458831 1.4450000000000001 4.9995125659301634 5.0550000000000006 44.645222937331518 3.7023086465480088 6.5500000000000007 5.3476605179031704 5.4725925074262376 16.378779625725933 335.21996512179931 3.5500000000000003 8.5491189688327527 15.679706185487285
decision_type=2 2 2 2 2 2 2 2 2 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 18 4 -4 6 7 16 9 12 28 -12 13 -9 -15 -13 -1 -5 -3 -8 -6 -20 24 -24 26 -26 -23 -28 29 -7
right_child=-2 2 3 17 20 10 19 8 -10 -11 11 15 -14 14 -16 -17 -18 -19 21 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00013375812784620429 -0.0060485171956883022 -0.0023617631470341403 0.021369530987946514 -0.033343522012569786 -0.016114496745712147 -0.0029388439173662429 -0.019474556278345739 -0.033715281230353916 -0.00056346114868520186 0.040790683170087619 0.015774098984561124 -0.0050774847719311988 -0.013177284272895702 0.10559474762129345 0.027727862418016443 0.0059781438547326128 -0.011565299871655943 -0.0073950050011137485 -0.00059321592473231808 -0.0037589414824510999 0.026318753322128505 0.012160566911003371 -0.035127407891956425 0.0045137068989566289 0.0063067875318772856 0.025583042034166576 0.066120398364470256 0.02530293028277892 -0.0036919287314111796 0.007372751381801961
leaf_weight=2054.5110186834354 3165.0987684390275 1953.1970569994301 496.56621953449212 263.43141045956872 421.85133699141443 3703.5777505073929 1701.2233111081878 72.05559283203911 2561.0064616197487 514.76711897668429 1654.1686229613842 1909.7705696262419 427.67901018087287 42.060412262100726 80.717524118255824 3635.2243706746958 2382.0562549494207 1398.9122637654655 1800.3982880446129 909.18985541316215 100.33217455027625 408.09873838443309 120.71323491679505 1801.8164412076585 3023.7675587015692 714.72281567798927 136.3339186552912 258.92838537646458 9107.8700220745523 3731.5159390505869
leaf_count=18888 31222 33793 10093 10202 4323 46811 23422 5810 23483 4044 22012 10101 19137 992 1867 18682 61270 11099 11681 7894 422 3957 1481 10098 20665 2676 946 2253 122625 20018
internal_value=-4.8867e-06 0.000398787 0.00336619 -0.0047274 0.0063353 -0.00071109 -0.0042487 -0.00111929 0.00491285 0.0172448 0.00088997 0.00529618 -0.00222572 0.0218141 0.054403 0.00217044 -0.00614763 -0.0115071 0.00548987 -0.0140009 -0.00796139 0.00734543 0.00955643 0.00202469 0.0127446 0.00999201 0.0255537 0.0393817 -0.00102752 0.00223633
internal_weight=50551.6 47386.5 12899.1 2681.09 1018.75 34487.4 10745.3 8134.85 3698.29 1137.28 23742.1 7199.16 622.513 194.834 122.778 5544.99 4436.57 1662.34 10218 2610.41 522.184 8264.78 6464.38 1922.53 4541.85 3738.49 803.361 395.262 16543 7435.09
internal_count=561967 530745 123689 36139 14838 407056 166807 135491 55333 31850 240249 50795 27806 8669 2859 28783 80158 21301 87550 31316 4745 53757 42076 11579 30497 23341 7156 3199 189454 66829
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=31
num_cat=0
split_feature=0 47 45 42 17 43 38 37 41 8 26 25 37 21 0 7 29 38 37 46 38 37 38 40 34 16 0 25 17 12
split_gain=48.8466 55.1305 51.0444 65.2278 67.9721 85.2225 75.082 100.444 111.439 104.967 105.518 101.979 91.7213 85.5975 155.053 75.5823 74.13 82.2547 81.7032 60.4086 64.6313 67.9958 86.6731 64.3009 58.9223 58.5941 55.9234 53.4704 72.4826 82.4596
threshold=19.350000000000005 204.53006794203776 -1.2007780551081888 3.0529427820315758 881.71773317692157 0.83501105576823864 6.8053869173832124 0.21205424696411287 6.9766536658921519 3.9550000000000005 7.4484572387754211 11.612776895066746 0.1451334994107831 6.1348888432380937 4.6500000000000012 2.7650000000000001 15.065423945968531 3.9101081216393392 0.2442129601930976 0.0011223570758252348 8.7170944978004297 0.091239563458610909 11.757168258051566 0.072530963870011581 0.23296630829958598 8.111482919004791 4.0500000000000007 3.1532271231387692 122.93321283172808 411.80272826170886
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 9 16 10 11 15 19 14 -12 25 17 18 -9 -8 -21 22 -22 -24 -19 -5 -1 28 -23 -30
right_child=-2 -3 3 4 5 -7 12 8 -10 -11 13 -13 -14 -15 -16 -17 -18 24 -20 20 21 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.021461628235250264 -0.018530952641897729 0.010410274523615981 0.014474188726804147 -0.017626074125719496 0.0053508678896244371 -0.015567914597022664 -0.016087661021936397 -0.017643221115818074 0.014539146837033425 0.009143267374342184 0.031864509393744272 -0.033393999064254935 0.010727687019985659 -0.0029026284625353529 -0.014977533412315011 -0.0043778877631990799 -0.0061843655669145056 0.012768577181807112 9.2640987197415944e-05 -0.0036572404364023435 -0.015055684279984419 0.018290846895526052 -0.0071302451795788972 0.010708756211008511 0.0025234619060283637 0.012170964546983529 -0.00088297174997658981 0.015797909618788471 -0.0098459462746116957 0.038773079088204307
leaf_weight=579.6648481504526 353.31414213078097 1270.0223642033525 779.57736209058203 2163.1049689591164 725.93509191798512 1478.4960709585575 486.97456017602235 724.92927219660487 1479.4893487778027 1297.7676050951704 503.66031941911206 418.74477768852375 3271.9230944848387 3543.4352988325991 272.10894153872505 4751.221317443531 3553.3172075508628 2188.4094797297148 6227.7505087233149 3333.6530450190185 760.82245694170706 506.35309150931425 775.23157065315172 1449.9187123512384 3912.4345577728236 178.6092792483978 766.94677301379852 1779.4539260067977 879.14869113976602 96.814360869815573
leaf_count=6528 2184 8348 7107 63388 6868 16178 6065 7646 12688 5730 2884 15705 29803 26174 2289 67087 32426 15621 38336 58235 18570 6506 14519 18007 30088 2156 6153 17154 15763 1761
internal_value=-4.91492e-06 0.000125588 -0.000141601 0.000130323 -0.000108818 -0.00867921 0.000315214 -0.00102659 0.0013899 -0.0043556 -0.00583633 -0.00941694 0.00345491 0.000390834 0.0154342 -0.00800141 0.00021844 0.00196136 -0.00175661 0.00109147 0.0019646 0.00496428 -0.000487435 0.00449373 0.00619845 -0.0153534 -0.0097413 0.00995503 0.00294092 -0.005023
internal_weight=50509.2 50155.9 48885.9 47539.3 46759.7 2204.43 44555.3 31215 18086.3 13128.7 11830.9 7511.68 13340.3 4319.2 775.769 7092.94 16606.8 13053.5 6952.68 10068.4 9581.4 6247.74 2985.97 2225.15 6100.84 2341.71 1346.61 3261.77 1482.32 975.963
internal_count=561967 559783 551435 538754 531647 23046 508601 322218 136805 185413 179683 148336 186383 31347 5173 132631 124117 91691 45982 156580 150515 92280 51096 32526 45709 65544 12681 41184 24030 17524
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=31
num_cat=0
split_feature=32 31 12 4 18 47 46 3 24 18 38 22 25 17 12 14 37 26 28 30 34 33 47 7 24 25 7 47 7 33
split_gain=47.8813 73.59 69.754 78.9603 69.5519 68.5642 70.4335 65.0815 71.363 66.6126 64.7762 64.2458 62.364 60.6038 59.8468 58.0868 54.2928 64.5862 56.2726 51.6872 51.225 50.0611 49.9956 49.4106 48.6378 47.7803 47.117 47.3925 46.3484 45.9286
threshold=0.075616494407262771 -0.61522904207182127 274.67554969001066 1.0000000180025095e-35 20.655635043784951 0.28213260754512487 0.0037310387113062529 1.0000000180025095e-35 5.2828996267745119 32.576095814872168 5.3480255482546015 194.70262487382863 37.672752894893577 38.87315078691838 17.144846067183554 21.550649341050494 0.27583808824793582 11.919958040928233 0.30408897115985206 18.687199258582762 0.31304187309157949 837.36374581252744 0.62510702273564345 6.1450000000000005 1.5363725031036 2.5619292859388558 3.5650000000000004 0.17627414970196886 1.7750000000000001 7592.3019548640486
decision_type=2 2 2 2 2 2 2 2 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 7 29 6 -4 14 9 26 12 -7 16 -12 15 -3 17 18 19 -10 -18 -16 -23 -13 28 -26 27 -9 -6 -1
right_child=1 2 5 -5 24 11 -8 8 10 -11 13 23 -14 -15 21 -17 20 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00281117996814379 0.033826144613915761 -0.003127872378733406 -0.017895969657571443 -0.015901888392539632 0.18331838854514526 0.010458986394362876 0.032385714420164878 0.019966974483596897 -0.040107402372273067 -0.013106889159909138 0.023775987153593105 0.0024842342312502985 -0.032395054018611161 0.0019837204670519418 0.005521827145994045 -0.064299435127833857 0.010157191929838615 0.0046105459197931711 -0.0076225545276375727 0.21824881767833043 -0.0026086521284576082 -0.023394953615219788 0.001450378586755177 -0.01629053821588335 -0.025331180975833346 -0.0075727529632165476 0.0040822856644549535 -0.0075296066623133833 -0.012024251698833824 -0.051802313249252691
leaf_weight=2152.5593941282714 165.01047549583018 2445.9112043064088 83.697268730029464 789.97069390071556 6.3237379691563529 1926.4141433250625 414.86980986595154 165.23333914484829 167.22134950582404 2111.7513808219228 328.3430181281874 1241.1830162169645 178.52942414034624 11250.856142162927 10020.610454380047 39.433422132395208 1304.853952862788 1144.5100332535803 3669.351087350864 1.9585850343573827 1975.5529407833237 300.60630272515118 620.2895516064018 488.30682503641583 459.41203595534898 2157.9364239576971 1754.9260170349153 3037.3165193991736 5.8415733866859227 39.197731569875032
leaf_count=25327 1243 13046 1008 32852 61 19763 3912 2302 9508 30769 3654 26392 2666 128474 51958 257 9195 6817 56986 34 16636 1623 2965 4097 11704 32755 14352 51117 74 420
internal_value=-4.69965e-06 0.000496029 0.000375052 -0.00024607 -0.00474341 0.00655076 0.0239446 5.91739e-05 -0.0013516 -0.00567035 0.000173292 0.00417871 -0.00315752 0.00260167 0.0029056 -0.00409844 -0.00252585 -0.00581419 -0.00892247 -0.0371164 0.00246924 0.00449655 -0.00665984 -0.00281666 -0.0102262 -0.0106898 -0.00250258 -0.00611094 0.0895182 0.00183446
internal_weight=50448 45626.7 45461.7 41307.2 4821.27 4154.47 498.567 40517.3 27090.4 7069.23 20021.2 3655.9 8441.98 11579.2 13426.9 2485.34 8263.45 4983.04 3838.53 169.18 3280.41 10941.5 920.896 1729.49 2629.51 2617.35 4957.48 3202.55 12.1653 2191.76
internal_count=561967 491626 490383 435211 70341 55172 4920 402359 332510 98540 233970 50252 101842 132128 69849 13303 99176 73345 66528 9542 25831 56546 4588 30489 44594 44459 67771 53419 135 25747
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=31
num_cat=0
split_feature=1 43 43 0 0 49 8 14 12 35 49 20 45 9 7 21 26 34 26 0 23 26 16 9 36 17 23 42 47 25
split_gain=46.7189 50.4184 83.1717 123.783 80.7145 77.6839 81.8329 68.7699 89.156 66.3485 60.3725 60.3492 55.1877 52.9768 50.905 49.5267 73.3054 49.0349 47.8575 47.8528 52.1055 50.8056 51.8638 57.0943 46.9633 50.2248 65.8408 48.3229 47.2061 46.9117
threshold=3.5000000000000004 2.1209610901918601 4.2100935792719216 9.8500000000000032 13.15 0.6497150458318125 1.1050000000000002 12.421198765199859 56.83103388512184 10.631366979234542 0.56184281730978525 10.236484350759822 0.722735461295826 2.2150000000000003 14.525 6.7503661605793086 3.2273692629137529 0.3311321247584838 7.3735356392579794 3.3500000000000001 8.2207748857906413 3.2961726014484629 2.1576457348279665 1.4450000000000001 1045.4260564784711 296.80640408839389 11.328058701789585 7.1026007577629295 7.9236806708026855 12.145081843821359
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 19 8 12 24 11 -9 -4 14 -8 16 -7 -16 -11 21 -21 -1 23 -23 25 27 28 -6 -27 -5
right_child=-2 2 3 29 9 15 13 10 -10 18 -12 -13 -14 -15 17 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.02625649049893948 0.014853646817589895 -0.0048161552415116942 -0.0031929163351899293 0.015550265080358248 0.19942052410717756 0.0015919455705092533 0.0031894678328282904 -0.0092319145599096906 0.010801119467419823 0.023754719241076763 -0.013379383156354447 0.006491446311245804 0.0090926830065403454 -0.0042964459117844278 -0.030793134929254048 0.0025245307268699588 0.018709037916739731 0.013950057517037229 -0.033464231381327522 0.0089813127634303502 -0.027892634527495491 0.26013677735718738 0.01410142374175663 0.052812080751675532 -0.0093231318170295726 -0.10538107089258889 -0.044786541295870654 -0.022243503664146628 -0.29985677893887835 -0.014453655527498664
leaf_weight=69.298367221839726 523.55215752264485 11664.072602538392 5511.7788695683703 1645.5407043388113 2.4901212533004573 1004.7990359204123 12891.91266017966 1183.4445453956723 2040.6170661594952 174.0581062452402 1706.7972748288885 1260.0294955526479 1095.8263330704067 3381.7211974537931 210.22688374388963 2578.791880519595 1656.8917055482743 86.399842169135809 46.254683368839324 116.99242552393116 528.99052139616106 4.5598858492448953 99.155600996920839 12.219411799451334 463.27617952483706 13.425661721732469 92.383114485768601 194.73750801896676 4.0652169790118924 141.47691933671013
leaf_count=8001 2493 164902 41656 8933 11 20459 129927 11453 18430 932 16028 8886 7629 29048 2155 14375 17173 504 342 2956 45151 32 3838 96 3188 122 767 1347 59 1074
internal_value=-4.65342e-06 -0.000160603 -0.0016689 0.000847971 0.00151471 0.00212594 0.000518734 -0.0008732 0.00166581 -0.0124547 -0.00616392 -0.00112383 -0.00115543 0.00128668 0.00271828 0.0074628 0.0122473 -0.0177606 0.0117416 -0.0147903 -0.0212145 0.00761326 0.0278584 0.109154 -0.0193743 -0.034537 -0.061628 -0.0194449 -0.150581 0.0131749
internal_weight=50405.8 49882.2 26249.6 14585.5 23632.7 22642 17401.5 12798.5 8648.22 990.691 4150.27 2443.47 6607.61 16570.3 13188.5 5240.48 2661.69 296.627 220.313 831.216 645.983 185.233 115.935 16.7793 770.378 307.102 109.874 197.228 17.4909 1787.02
internal_count=561967 559474 278991 114089 280483 273715 221708 104082 67715 6768 36367 20339 49285 161634 132586 52007 37632 2659 1274 60074 48107 11967 3966 128 5494 2306 948 1358 181 10007
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=31
num_cat=0
split_feature=27 18 46 34 40 37 38 38 37 38 45 39 4 25 46 16 7 31 8 19 41 34 8 27 22 40 0 33 0 0
split_gain=46.3035 45.5349 66.5913 59.8217 113.453 83.2747 110.235 103.115 91.0168 95.4417 88.5407 77.0743 75.7776 76.379 65.1539 74.4081 65.0477 63.739 62.8387 59.9309 56.7086 56.3212 56.0593 54.441 58.2507 53.8137 74.9648 65.8701 53.1058 51.9471
threshold=0.3023626158165062 6.7406830484207756 1.0000000180025095e-35 0.21309250269354713 0.19664265191832409 0.15743729701273304 4.6410015166477905 8.0352908527848843 0.1141354982727681 10.782480811706487 -0.86163504695782345 1965.2377630416443 1.0000000180025095e-35 46.039092977614551 0.03634296677701402 5.0608499695594231 4.8250000000000011 -0.34534306616897509 2.5550000000000002 9.5876526670864557 5.0026450774939386 0.099393127697564185 1.7650000000000003 3.236919274705591 62.311606080885646 0.29748409865855457 6.8500000000000005 397.05313609220849 9.4500000000000011 4.8500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 -4 9 -9 -11 12 13 14 15 -5 23 -7 -19 -8 25 -10 -22 24 -16 -6 27 -27 -13 -23
right_child=1 2 3 11 20 6 19 8 21 10 -12 28 -14 -15 16 -17 -18 18 -20 -21 22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.023788427950619043 0.0076365277157801996 -0.0097932613864718625 -0.0093572793900764343 -0.0042103869423931852 0.00077759534439585793 0.041614840201016072 -0.0019027878259348136 -0.012477854813241797 0.029529136203187326 -0.0075924605943847884 0.0069192496954403673 0.015391743386969768 -0.032396239901369091 -0.04705192187040453 -0.00056174444412441626 0.0084222207679006539 0.0024630294799090021 -0.017002316792743496 0.0021860034783852543 0.015447614092884324 0.023713913592255581 -0.0079933978937846463 0.007609820321030936 -0.010774746571011969 -0.010420265416588616 0.02449022107984896 -0.0038455529956776587 0.0035044396685701036 -0.018139001552352343 0.015288338538760058
leaf_weight=203.806087766774 1923.4682468164247 1746.5157955852337 4168.9275014735758 2034.3004475148628 4931.5912104351446 71.336769395158626 655.24093862134032 1637.1320478064008 347.81201509851962 1657.8384551699273 2872.0335552208126 938.65634592995048 210.89098024263512 94.706946198712103 5599.2847084839595 2729.9352726279758 3282.670107485028 788.45983048970811 929.8597605638206 2070.0977430458879 761.57215891673695 393.2977007200243 1860.7812770511955 3439.0092530659167 2045.8272329829633 939.99314574757591 670.6510479496792 620.91131040081382 135.07847785903141 613.05406757479068
leaf_count=4417 10955 17279 92493 20999 39703 1320 16085 39737 3712 20833 45555 5339 5045 1172 39783 17114 19221 20653 4967 24594 12359 8873 9936 34862 26471 3827 4237 3111 1017 6298
internal_value=-4.24573e-06 9.23712e-05 -0.00020839 0.000151606 0.00174472 -0.00082234 0.00494507 -0.00304985 0.000446304 -0.00213112 0.00160827 -0.00186718 -0.00258758 -0.0022606 -0.00203887 0.00302817 -0.00371917 -0.00469604 -0.00661866 0.0112761 0.00599585 0.0121842 0.0122867 -0.00555009 -0.00319988 0.00369284 0.0101353 0.0161423 0.0111735 0.00618948
internal_weight=50374.7 50170.9 48247.5 46501 25990.6 16205.1 4515 11690.1 7521.17 6167 4529.87 20510.4 19436.6 19225.7 19131 4764.24 14366.8 1789.66 1718.32 2725.34 9785.5 1354.16 2622.35 11084.1 7645.11 7163.15 2231.56 1560.9 1073.73 1006.35
internal_count=561967 557550 546595 529316 358293 285120 67619 217501 125008 106125 66388 171023 164667 159622 158450 38113 120337 26940 25620 40679 73173 18883 22295 101116 66254 50878 11175 6938 6356 15171
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=31
num_cat=0
split_feature=24 22 19 14 39 31 28 7 42 36 0 8 21 43 23 31 0 19 16 40 36 39 37 38 9 26 25 21 0 18
split_gain=46.1431 85.1351 68.946 66.2664 65.3645 76.6669 63.2533 63.5993 80.4794 79.2923 71.7399 112.973 78.7972 68.6001 63.2569 62.4218 61.1829 58.4884 57.9903 63.2323 89.5126 73.2594 69.2559 78.8143 57.0045 56.5232 81.4376 70.0756 72.4612 56.1204
threshold=17.074406502585166 197.99599950643375 4.5441313003175274 28.854963298959451 2455.8336894522477 0.58927601803249685 0.16618706563752858 3.4050000000000007 9.9982173541395181 3882.0958333100184 6.3500000000000005 1.9950000000000003 4.5013477699617441 6.6647159375282561 2.8184535499628387 -0.41182057144565959 9.9500000000000011 19.742584707387156 10.625046171634475 0.35302802999744615 198.05283775907427 429.74626767803665 0.20603866334646218 5.992709807649911 2.5350000000000006 9.6523458528400088 19.457128611206382 6.4013846524589768 5.0500000000000007 5.9902716027384573
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 14 13 9 16 17 12 -12 15 -1 -8 24 -10 19 20 21 -17 23 -22 -9 26 -4 28 -27 -25
right_child=1 4 25 -5 5 -7 7 8 10 -11 11 -13 -14 -15 -16 18 -18 -19 -20 -21 22 -23 -24 29 -26 27 -28 -29 -30 -31
leaf_value=0.55997191556629433 0.051145864563327953 -0.0099142632347023786 0.002339236272730803 -0.014545594308774588 0.012901411255629089 -0.0094573379093820242 0.012320159662606472 -0.0050738559899102375 0.005581645162054818 0.0077986611823949448 -0.00044058679548820826 0.0039802542829309815 0.028161674450794906 0.0051887444712438342 -0.039704677546314217 -0.013263099008349825 -0.044449299981871825 -0.0034240147776485653 -0.013125958401897534 0.004742228353817721 -0.014173807570316178 0.01823823935402456 0.0073475072851543121 0.03253229198583104 -0.030157595951957324 0.044070454742021023 -0.033748951458495283 0.0070697844708079577 -0.0054034069164653406 -0.0021976264233945753
leaf_weight=0.44143789447843929 80.932591191492975 1999.8616226067534 4686.1346642483259 866.63404554617591 930.25146406004205 652.20520168519579 618.07256353483535 1325.3216790166916 3094.5753184065688 705.20820982870646 322.4112220434472 4328.4085612860508 951.24383285921067 2728.172529689502 115.55255715805106 3122.887091388111 134.70205817790702 4319.5197867595125 1537.5276213185862 2286.823049007915 1506.9264485070016 196.15615945088211 1670.5051831169985 118.15262548974715 273.18571815709583 261.04698645602912 161.72230571822729 3729.3764056726359 103.29669081792235 7497.9922946094302
leaf_count=10 554 32659 49024 9534 6769 3967 10227 16382 26034 4876 5295 22560 4952 14585 8066 58758 1184 35223 12271 14990 27787 3977 16232 697 3152 839 3773 19417 542 147631
internal_value=-4.07022e-06 0.00261502 0.00520427 -0.000879277 -0.00390633 0.00368631 -0.000557907 -0.000441513 0.00199984 -0.00633642 0.00356153 0.00783189 0.0209213 -0.00221427 -0.0374225 -0.00330275 -0.0120877 0.000334865 -0.00384108 -0.00297058 -0.00422037 -0.0114014 -0.0020122 -0.00372604 -0.00936068 0.00478844 0.00113535 0.0091145 0.0300439 -0.00165885
internal_weight=50325.2 12604.8 9022.51 37720.4 3582.32 1582.46 36853.8 36737.8 15454.6 2438.42 13016.2 5602.06 1273.66 21283.2 115.994 18555 1733.21 7414.1 17937 16399.4 14112.6 3319.04 10793.6 9123.07 1598.51 8941.58 4847.86 4093.72 364.344 7616.14
internal_count=561967 117544 74149 444423 43395 10736 434889 426813 119658 25594 94064 32807 10247 307155 8076 292570 20718 61257 282343 270072 255082 62735 192347 176115 19534 73595 52797 20798 1381 148328
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=31
num_cat=0
split_feature=33 33 36 22 16 17 45 47 47 12 37 38 8 13 46 34 40 19 38 40 42 39 0 17 4 20 21 24 0 41
split_gain=45.4942 43.9706 112.466 95.3949 89.6097 76.8682 69.8502 66.2949 91.341 75.6185 70.4938 88.2079 64.4648 59.8333 58.7719 58.6026 72.4771 82.6656 69.4483 58.1423 54.0323 53.139 52.7983 68.012 52.0023 73.8151 51.7137 50.0718 58.2669 68.8948
threshold=1.0000000180025095e-35 4995.0427430512873 6961.7042804454886 41.697523627736338 9.2873134846366074 781.41030097622695 0.24276947179856381 0.32854383604679932 1.1204977601494785 62.308099198011234 0.09987786045955889 9.757614324126143 1.7250000000000003 71.43137148505096 0.0092552918667539747 0.17467992378494993 0.16775360469414344 8.1727707400665697 6.0755053728515325 0.35302802999744615 5.0181063815190612 3733.4990488274057 19.850000000000005 103.07200542045207 1.0000000180025095e-35 0.63589471630663719 4.5346877668803183 33.297568176910538 3.7500000000000004 4.4137457373257893
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 24 9 27 -2 -10 15 -13 -6 20 16 17 21 -19 22 -11 -12 -17 -24 26 -26 -7 -9 29 -29
right_child=1 3 -4 -5 13 6 -8 8 10 14 11 12 -14 -15 -16 19 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.11633780486580605 0.00024804381318574361 -0.016950175942755177 0.012788684020086902 -0.0034339420277435758 -0.11289668670560596 0.036459877373172425 -0.017334341959621753 -0.0040840987159871068 -0.0064791275843517808 0.1485606767947055 -0.028904133996525375 0.035509749135501222 0.0081541765407134991 -0.0032218442081939484 0.016857302097217499 -0.0015415584392413167 0.010442187349430823 -0.0073871393625932705 0.010840894632321057 0.0053075862615136514 -0.016547062174663629 0.05699135967882301 -0.0066323046628484822 -0.12136341131966258 0.68737798541068673 -0.022726351341687795 0.00086817379324883475 -0.00058239282881163243 -0.0011910184506556938 0.039202375149141037
leaf_weight=8.4025550093501788 2294.6797756358283 148.74661022750661 1740.8546107078437 1713.3352357284166 51.331069524865597 118.97018788103014 1210.5654033640167 14721.516922535258 2411.8718756323215 5.0885879260022184 311.36610789305996 323.12752932286821 645.75681172078475 16.411585502326488 1663.213708358584 10615.127119041397 3637.7762649866054 922.15807925187983 1205.8296622531489 3949.4504061308689 188.99511981057003 19.110963747836649 33.500280487816781 21.023179451003671 0.36658460507169266 216.86215782782529 717.94903871789575 201.03819258650765 922.37600406643469 237.21178715175483
leaf_count=71 21945 983 12023 16145 406 2185 12712 223145 34474 112 10732 4363 2984 67 20099 91631 26606 14820 16170 20628 2717 119 188 204 37 8006 4555 1747 9371 2722
internal_value=-3.95654e-06 1.54902e-05 0.000310978 -0.00738552 -0.038659 -0.000155207 -0.00914019 0.000303812 -0.000317761 0.00631871 0.00162987 0.00253181 0.0172774 -0.0863265 0.013819 0.00184214 0.00596038 -0.000671332 0.00294182 0.000124808 -0.0122182 -0.0239369 -0.00179364 -0.0508704 0.000269829 -0.021528 0.00592762 -0.00323592 0.0059411 0.0209519
internal_weight=50274 50265.6 48335.8 1929.82 216.489 46594.9 2264.71 44330.2 40178.2 4151.98 24096.1 21684.2 968.884 67.7427 1857.3 20715.3 6096.24 2458.46 2127.99 14619.1 194.084 330.477 10669.7 54.5235 1054.15 217.229 836.919 16082.1 1360.63 438.25
internal_count=561967 561896 544295 17601 1456 532272 27495 504777 459904 44873 222919 188445 7347 473 22928 181098 68447 41841 30990 112651 2829 10851 92023 392 14783 8043 6740 236985 13840 4469
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=31
num_cat=0
split_feature=17 36 18 26 32 16 24 16 12 33 0 18 33 12 16 28 12 22 25 42 28 26 0 19 42 39 40 31 41 40
split_gain=43.5971 75.1106 83.027 68.7369 66.6107 64.5277 60.6286 60.3903 58.0018 60.2674 57.8198 55.9225 55.763 57.7689 54.5209 63.4118 53.0876 53.094 57.1715 81.7107 56.347 55.0071 66.5171 74.6177 68.8523 56.749 74.3336 52.9075 52.2525 58.8549
threshold=16.310857543659896 193.57504647199559 18.945464010441295 1.8239371493406147 0.083589290972365657 1.637697299320493 5.2366994772122561 4.055413973910686 13.958055987996898 4223.4581231861121 4.9500000000000011 81.36657684509025 261.97174297581881 40.954556645789516 2.1777833873182488 2.8699191755320537 638.89126104781462 147.40667478791943 4.3630883034241199 6.6254411764705887 1.654060566803037 4.8539938872859443 10.250000000000002 27.171322315628625 14.418932169918438 451.25046411129046 0.073928146407763698 -0.36413034937069283 7.0179688383722372 0.1473966802782096
decision_type=2 2 2 2 2 2 2 2 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 3 12 7 -4 10 -6 -2 -1 -10 -5 16 -3 -14 -15 -16 17 18 20 -20 -8 -21 25 24 -24 -23 -27 -18 -7 -30
right_child=1 2 4 5 6 28 11 -9 9 -11 -12 -13 13 14 15 -17 27 -19 19 21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0017622902822029909 -0.028792215377012487 0.0096562362975612815 -0.0082094168299927505 0.04035013954201562 -0.0045744111306301538 -0.0061315362052966216 0.0025994308708532812 0.047933069250648358 0.01352397555719153 -0.10462465832919472 -0.0085039767998031073 -0.0033752487722224916 -0.013626341651672341 0.02238811785460661 0.0050531128498646806 -0.02275663284368214 0.076773630916941171 -0.0030131489721889125 0.028042954395144443 -0.005050498895548837 -0.0076591137149419871 0.0053762580366222296 -0.07018616517557523 0.0033041587066874739 -0.012041171741002155 -0.01808785563935077 0.01950436391081041 0.013552150143324809 -0.0016475383870221086 0.032719511740660338
leaf_weight=1284.1630424093455 417.91381626576185 3737.8612560172332 2573.6978126195027 152.66746990417596 5577.6746328122681 5975.2795075706672 4819.9685048072133 27.323428191477433 1506.1641000092495 10.871473398059605 100.38858699193224 5368.7068850275828 596.32379133626819 339.37614390230738 1133.6910900722723 250.22531411377713 35.321383121190593 4275.414452222758 396.38181660883129 1212.5073544833576 1853.2270886789775 5241.5164745356888 77.58179823984392 442.2121188598685 148.11543766222894 144.50897160312161 1460.8891136755701 524.38313814578578 372.52211484033614 187.16959961189423
leaf_count=7300 14003 30741 43150 2145 74032 70690 53109 190 8089 89 1128 51757 4474 6308 10165 1871 356 75006 2578 22527 15651 35799 721 2549 923 1120 8346 6533 8205 2412
internal_value=-3.65313e-06 -0.000361538 0.000482259 -0.00505219 -0.000474609 -0.00380388 0.000155791 -0.0240837 0.0060577 0.0126773 0.0209695 0.00117051 0.00587709 -0.00021268 0.00442895 2.4845e-05 0.00235338 0.00192986 0.00326767 0.00584017 -0.000249491 0.00483175 0.00642624 -0.00863517 -0.0320281 0.00789547 0.0161205 0.0175419 -0.00476319 0.00984534
internal_weight=50244 47442.8 40209.6 7233.26 34152.1 6788.03 31578.4 445.237 2801.2 1517.04 253.056 26000.7 6057.48 2319.62 1723.29 1383.92 20632 20072.3 15796.9 9123.71 6673.2 8727.33 7514.82 667.909 225.697 6846.91 1605.4 559.705 6534.97 559.692
internal_count=561967 546489 447716 98773 394157 84580 351007 14193 15478 8178 3273 276975 53559 22818 18344 12036 225218 218329 143323 74563 68760 71985 49458 4193 1644 45265 9466 6889 81307 10617
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=31
num_cat=0
split_feature=22 39 18 46 34 37 38 40 37 38 45 39 22 23 32 42 38 46 21 39 16 26 38 39 0 33 34 17 41 28
split_gain=43.8267 59.0629 58.3365 60.1152 67.3799 93.1805 94.3501 89.5238 71.1362 103.381 64.1742 62.386 63.8023 58.1439 57.6444 55.7219 72.0102 55.4622 56.0957 166.572 61.4868 55.6998 55.438 55.2694 81.4604 99.1668 81.1532 58.9386 53.4073 53.2166
threshold=7.3163198070008049 49.108507694664056 6.7406830484207756 0.0026135386596243715 0.22320960302880888 0.24214364527501864 3.7951052990120266 0.17194993757688212 0.16200623690979563 7.9854921389929405 -0.70104290747909104 1227.7564476374821 149.58354095962633 17.859241295536929 1.5159831461304265 9.9982173541395181 11.757168258051566 0.03634296677701402 1.0534394437505978 617.05691511840052 4.7219149355004317 5.7194075294530782 5.4918343351355077 369.57547036883227 4.7500000000000009 470.22837418410535 0.12894450729363294 377.99695241704745 5.0461278034735058 0.58825316979296538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 9 -8 -11 12 17 -14 -15 16 -12 18 19 -6 21 -20 -10 27 25 28 -27 -9 -25 -19
right_child=1 2 3 4 11 -7 7 23 22 10 15 -13 13 14 -16 -17 -18 29 20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0089564417175810335 -0.015971061792369467 0.011906270284236539 -0.007497483228394392 -0.014186912132578985 0.012288086603684148 0.010089737799145973 -0.010592654377980199 0.0049857904485054996 -0.0014738657985458481 -0.0066183281306344838 -0.0099563491570664325 0.0082898148732569368 0.013797235249649674 -0.023918383415462843 0.00029995777770260869 0.010499308119965845 0.0075117747201544965 -0.013885267394002915 -0.012117981594634146 0.74062898594092419 0.0082131250302487288 0.011229910266186988 0.015190087239435025 0.018282987985948528 0.0019614047706825715 0.029684811719507761 -0.014289078489162985 -0.0052914841286985934 0.055783756888446216 -0.0026520087304336736
leaf_weight=1328.739215855021 589.98761099297553 998.32679504831322 2738.6163714542054 1020.8628484332003 3.3696505373809478 2961.2542424534913 3332.2808994808001 7606.1770815673517 992.17858227074612 2210.3191503458656 1170.2587673768867 1304.3808125975775 173.2887721726438 879.56929121434223 340.94166077778209 1816.7740569674643 1189.8459710106254 1171.5447281304514 914.09237542236224 1.0234280740842221 2213.379459425807 354.51619875780307 1004.3126418526517 151.60125153744593 831.05239445203915 204.33824143698439 215.64392492850311 1708.3578179653268 254.03662186232395 10537.590371540864
leaf_count=6558 4347 5920 27861 13150 97 19310 83868 78379 21079 32281 38606 8350 2391 14053 3393 21012 22767 16766 11338 7 13660 1741 13906 768 5560 1040 2380 13058 1305 77016
internal_value=-3.31965e-06 -0.00024683 -5.47569e-05 -0.000307201 0.000134677 0.00172722 0.000682705 0.0013518 -0.0016876 -0.00345338 0.000271262 -0.0022389 -0.00306675 -0.0133051 -0.0171532 0.00391709 -0.0011498 -0.00212764 0.00340823 0.181965 0.00318295 -0.00559335 0.00690875 0.00459752 0.0130124 0.0241361 0.00710599 0.00310086 0.0417684 -0.00377594
internal_weight=50218.7 48889.9 48299.9 47301.6 44563 26669.3 23708 22687.2 11716 9719.48 6387.2 17893.7 16589.3 1393.8 1220.51 4176.88 2360.1 15195.5 3486.38 4.39308 3481.99 1268.61 1996.49 10971.2 1656.67 825.62 419.982 9314.53 405.638 11709.1
internal_count=561967 555409 551062 545142 517281 368469 349159 336009 233519 198534 114666 148812 140462 19837 17446 82385 61373 120625 26843 104 26739 13079 34985 102490 11053 5493 3420 91437 2073 93782
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=31
num_cat=0
split_feature=0 24 22 0 19 31 25 33 39 8 21 30 41 29 38 26 36 22 8 43 31 33 0 21 26 22 36 43 35 33
split_gain=43.45 46.8877 76.1125 75.2861 110.154 98.825 83.1907 93.0142 98.5568 71.8255 117.296 97.3225 75.2758 69.0602 63.3688 87.3243 73.0403 63.7628 59.4427 58.8251 60.1894 65.5349 94.3331 74.7843 62.9103 57.6553 75.6413 57.0819 72.4848 63.328
threshold=19.350000000000005 13.594361353989161 24.351314394363712 4.3500000000000005 19.742584707387156 0.055025310917205791 3.2916044138784315 183.09161353963637 487.68975479565898 2.0150000000000001 4.3685849974236204 0.5619533969345174 5.0026450774939386 5.9181624950725045 7.4394575437127086 5.3343308287194811 200.29906907505489 34.643405180039245 1.5550000000000004 2.2865895911594154 0.85370243907785437 353.11854160381142 3.8500000000000001 5.3476605179031704 44.645222937331518 55.359543120615307 304.55771448130309 4.2100935792719216 3.9295570339511436 7592.3019548640486
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -1 8 14 10 25 -12 -13 -11 15 17 -16 -8 -14 20 21 22 23 -4 -23 26 -7 -5 -29 -30
right_child=-2 2 19 5 -6 9 7 -9 -10 13 11 12 18 -15 16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0055255258067511137 -0.017418750230643789 0.012050359220331057 0.047879869673276808 -0.010322214422191549 -0.012178786927064969 -0.0088154815644491506 0.00095196116830253096 -0.0029216668830765575 0.045043160743578059 0.0063920035697190396 -0.0025167192091336962 0.0080348068017746643 0.039629886633365558 -0.0020077953008090384 0.20843928741755283 0.012042786677148816 0.027682976725211052 -0.03794315855022895 0.018055636798371799 -0.0021350502026327056 -0.0023569548555388391 -0.00086066187728943563 0.0064984200126540353 0.015519771847201028 0.02086294776092909 -0.01674037910777584 0.017590697142778205 -0.013861706642853539 0.013921284722413855 -0.086020003593790029
leaf_weight=5284.8671061791247 355.6120700116735 1785.0126770781353 290.16919612302445 2691.1737175243907 3104.3861687750323 593.66865037265234 266.73038774216548 2308.6084850861225 201.30462981888559 3459.010484858416 772.59470560203772 1118.1732688331977 482.88140378822573 8363.4835066399537 5.7259222152642897 1066.0502298041247 233.3110726729501 174.17767522006761 942.34738871268928 7149.7891086115269 2399.4485081080347 2443.71101080277 1590.0588052205276 464.08431156328879 385.89999777171761 538.57467254600488 499.27867988869548 423.52721041301265 762.06547541928012 16.18728546705097
leaf_count=94391 2184 8248 4995 62757 36585 10123 3928 39809 1763 17151 9757 7606 5771 42851 84 7572 2331 9037 5615 75647 13515 35813 17399 3713 1873 24623 5693 3464 7540 129
internal_value=-3.40359e-06 0.000120915 0.00229983 -0.000958996 -0.00399769 0.000900598 -0.00133571 0.00386708 0.0119154 0.00256662 0.0076249 0.0130251 0.0177461 0.000449807 0.00809597 0.00430223 0.0320128 -0.0144133 0.0253652 0.00111769 0.00418849 0.007224 0.0134063 0.027969 0.00210199 -0.00335071 0.00324735 -0.00627626 0.00278395 0.0118426
internal_weight=50171.9 49816.3 16508.2 33308.1 12645.2 20663 9540.78 4255.91 1947.3 16770 4947.52 3316 2543.4 11822.5 1746 1506.96 239.037 440.908 1425.23 14723.2 7573.37 5173.92 2344.31 754.254 2829.61 1631.52 1092.95 3892.95 1201.78 778.253
internal_count=561967 559783 161203 398580 195500 203080 158915 64524 24715 129190 69188 28749 18992 60002 22952 20537 2415 12965 11386 152955 77308 63793 26107 8708 37686 40439 15816 73890 11133 7669
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=31
num_cat=0
split_feature=1 43 0 0 43 37 9 29 40 0 12 12 49 8 36 17 15 8 39 34 15 40 33 39 12 40 34 25 7 34
split_gain=42.6487 43.625 73.6843 72.6502 87.232 71.8545 69.476 88.1051 68.8094 88.5531 68.3199 61.4588 55.2434 75.5997 53.4049 56.3219 52.4025 51.7456 54.4044 64.2131 71.9796 59.536 51.4446 86.9565 55.471 51.6495 66.4403 50.3902 49.5664 48.6949
threshold=3.5000000000000004 2.1209610901918601 13.15 8.7500000000000018 3.5580101700081666 0.20489331463015356 1.5850000000000002 5.8500873319330671 0.34119660264157786 6.1500000000000012 121.44680922578856 146.96591490386072 0.64371597744465492 1.1050000000000002 569.39254006868339 165.43150489919819 11.001875713816563 2.3150000000000004 801.6020857118325 0.099393127697564185 0.55737793545424885 0.1341330455110599 184.68743299445734 487.68975479565898 38.787256170607726 0.20341909255261598 0.29801254542540495 15.510790430073685 3.2450000000000006 0.16902865831043565
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -3 -8 12 -10 -5 14 13 -1 15 -4 -13 18 21 -20 -21 -14 23 25 -24 -9 -27 -6 -23 -15
right_child=-2 3 11 4 27 -7 7 22 9 -11 -12 16 17 29 -16 -17 -18 -19 19 20 -22 28 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.017856826340819785 0.014265197085000521 -0.00011534134981470721 -0.01831900494091529 -0.011816282333212158 0.011343576272025138 0.0073487009002076208 0.0023696552209312403 -0.016566339770742483 0.022823651488140761 -0.0097208984342941583 0.01386854870682025 0.013945951756562736 -0.015541305498568367 0.0017455604884424635 -0.013912335928346804 -0.087934340269453751 -0.053141603419965301 -0.0031059769072924398 0.0028886898437965971 0.15679974542785302 0.031896598930056613 0.0022334194186538108 -0.024302265177308019 0.020440256402705009 -0.0094383541973912816 0.00358015742611761 -0.012464044814294032 -0.018074982045383655 0.020244758890071077 -0.0047013912672712295
leaf_weight=696.78655840433203 518.27716947067529 11866.530072910478 61.809322389541194 1070.0566581217572 2592.3583569577895 4905.2362736489158 2504.1762436892604 972.46242569189053 707.92162301111966 296.59043562691659 341.53570356289856 272.02411670703441 296.28233630547766 7086.77151265461 570.72823919728398 54.825206890236586 32.595580481691286 1303.6288486435078 247.83054429467302 11.943264553323386 337.09938646235969 1047.2357384579955 807.58986627287231 321.06232352147344 2817.6203454068163 1550.293599231285 1105.3114056685008 154.21984211378731 601.29598713666201 4992.2866374250734
leaf_count=57485 2493 138596 419 8827 14825 35125 24625 19518 2874 1657 2265 1598 10001 84477 3844 629 278 6479 4059 43 3051 15650 7065 2948 37481 13148 8426 1267 5033 47781
internal_value=-3.54344e-06 -0.000152561 0.00140909 -0.00155984 0.00449996 0.00199628 -0.00270806 -0.00576075 0.000506693 0.0132146 -0.00560182 -0.0119276 -0.000261319 -0.00184275 -0.0202127 -0.0510424 0.0067673 0.0049929 0.00914681 0.0223514 0.0361704 0.00509426 -0.00844877 -0.00450071 -0.0127496 -0.00670784 -0.00309773 0.00969173 0.00880299 -0.000918971
internal_weight=50144.4 49626.1 23522.9 26103.2 4158.17 22530.9 21945 10078.5 17625.7 1004.51 1411.59 991.982 16621.2 12775.8 687.363 116.635 304.62 3845.32 2541.69 596.873 349.043 1944.81 7574.34 3949.13 3625.21 3628.07 2655.61 2746.58 1648.53 12079.1
internal_count=561967 559474 280483 278991 27184 273715 251807 113211 238590 4531 11092 6768 234059 189743 4892 1048 1876 44316 37837 7153 3094 30684 88586 44040 44546 41092 21574 16092 20683 132258
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=31
num_cat=0
split_feature=32 14 24 30 15 12 47 4 31 33 42 39 25 22 24 22 43 46 0 0 19 17 38 39 7 6 12 26 17 36
split_gain=41.3769 51.2937 58.9695 52.1227 52.3951 44.157 64.6529 60.4242 73.1824 61.9827 81.6185 68.9782 86.5644 77.917 61.3623 67.0111 61.7662 60.0722 59.9445 59.9182 60.4812 57.4746 122.511 69.1287 63.9183 71.8957 68.2868 57.1048 55.7011 68.6411
threshold=-0.041210325274797267 20.426166621051795 31.322790904271681 -0.68246729836163833 1.3947663730149464 274.67554969001066 0.28213260754512487 1.0000000180025095e-35 -0.61522904207182127 1085.8692841074546 23.802529221795954 2966.2696926644289 32.738098269704089 834.49849046153543 13.882437168276583 24.351314394363712 2.0929599268546686 0.0037310387113062529 12.950000000000001 12.450000000000001 23.81549558656496 488.46359613130647 13.128146280483527 627.65337856637336 2.2650000000000001 1.5000000000000002 28.052062636174934 4.4042354359950302 97.145557510051574 674.25919092979541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 7 17 9 -9 11 -11 12 13 14 21 19 -17 -7 -13 -16 -21 24 23 -23 25 -2 -26 -18 -28 -30
right_child=5 3 -4 4 -6 6 -8 8 -10 10 -12 18 -14 -15 15 16 27 -19 -20 20 -22 22 -24 -25 26 -27 28 -29 29 -31
leaf_value=-0.0033341140446837151 -0.0060387565984852364 0.022637509754570687 0.04061217378097938 0.13876766375720997 -0.021639372353930181 -0.014242653465863082 0.0027930721181490242 0.16213029119806177 -0.014908405914434208 -0.0055690764645579312 -0.052353457459080537 0.014608010614186576 -0.024461567685345326 -0.034071024706655274 0.015860166692991392 0.0071170967789541979 -0.016146287366847194 0.028554444775109059 -0.026049418688391564 -0.11943446805842756 -0.0079235867919985794 -0.017516920201145491 0.014693782002222603 0.011150506882102923 -0.0029941984523146983 0.010730958492893253 0.0075683416776233126 0.0005321822397580014 -0.0025233213708941039 0.0080540433946563617
leaf_weight=1834.1606667418964 5819.0422294951277 77.207810519146733 79.649744560709223 5.1262114385608575 736.37890900974162 99.733694728929549 3928.755200147978 5.8796678041107944 809.63294178131036 2572.2249839792494 96.729516502004117 1260.0534437957685 352.14406412711833 162.80687164759729 1446.3549521742389 3739.0957938308129 574.68028398836032 460.99309437791817 97.68720101704821 14.814736960455773 67.852257502265275 1641.4180906938855 469.94650195259601 241.19138447521254 5621.6295004766434 717.9947477215901 5236.1020985052455 4798.4938239147887 4912.3462190449936 2230.1240860740654
leaf_count=29891 97651 1008 621 77 9727 1150 55511 42 35032 23814 740 7694 5053 2398 6399 32019 15609 4394 807 158 433 15364 3806 2175 41859 3058 51160 41090 57482 15745
internal_value=-3.12752e-06 -0.00598574 -0.00150514 -0.0164595 -0.0205304 0.000341921 0.00505988 -0.000151948 -0.013632 0.000109342 -0.00726466 0.000608808 0.000213614 0.000444135 0.000593859 0.00380768 0.00218236 0.0209423 0.0116828 0.0134939 -0.0279074 -0.00067797 -0.00814344 -0.0138442 3.77962e-05 -0.00419686 0.00157567 -0.00125164 0.00365104 0.000779295
internal_weight=50110.3 2732.52 1913.81 818.713 741.505 47377.7 4489.48 42888.2 815.513 42072.7 2668.95 39403.8 38046 37693.9 37531.1 10641.3 9112.27 560.727 1357.74 1529.02 82.667 26889.8 2352.56 1882.61 24537.2 6537.04 18000.2 5373.17 12378.6 7142.47
internal_count=561967 41324 30512 10812 9804 520643 61055 459588 35074 424514 24554 399960 391459 386406 384008 95708 88718 5544 8501 6990 591 288300 21345 17539 266955 100709 166246 56699 124387 73227
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=31
num_cat=0
split_feature=38 37 8 37 38 26 37 38 40 0 25 17 19 34 30 17 34 38 19 7 13 45 16 20 21 40 46 38 37 35
split_gain=41.1447 108.252 89.6531 89.297 83.7151 79.4749 75.0549 111.523 69.6929 69.1343 74.0981 67.8189 75.1093 65.0528 64.6633 62.4346 61.0728 60.7045 61.1577 58.8142 56.7082 53.9515 53.2219 70.8437 52.793 52.724 52.1471 56.5177 74.2727 51.7549
threshold=4.017757478109794 0.26938452845725602 5.3150000000000004 0.21205424696411287 6.3009197359810116 4.2292184808997115 0.11489534144941309 10.54853483501633 0.072530963870011581 4.8500000000000005 4.0317327000370717 390.94938144429182 10.612273081598572 0.21749668421576565 -0.0094670680157876493 377.99695241704745 0.10969425627531366 2.8999462287259861 16.616528406307179 2.1050000000000004 28.738593193323535 7.3153450729537521 4.1618079763059566 3.9604536860383415 7.6237032123647319 0.19476480037868263 0.001568436602238656 17.729233172954263 0.075683138260730184 3.6916070280446096
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 14 -2 22 12 -8 -5 -9 19 -16 -1 -19 -7 -15 29 23 -11 -12 -6 -10 28 -28 -3
right_child=3 21 -4 13 6 15 11 8 26 10 24 -13 -14 20 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.039199974254674003 -0.021420878188305341 -0.0025241285519517751 0.018247493115039353 0.011210391881379143 -0.012607986976754993 -0.010926530255240235 -0.00018524977880422805 -0.024190864364642552 -0.015545257385649443 -0.026031095052206833 -0.036421936708914304 -0.0029079255215430952 0.010314146075869227 0.0043039950130655431 -0.0068684645180296577 -0.013655531360810656 0.012070784865831949 -0.022447415063606157 -0.0060833850112065055 0.0024750226697300174 -0.009028677578147324 -0.027536181095175218 0.018773147705528348 0.0042104297759227418 0.0070902985430182225 0.0016255367764697452 -0.0092496250132437906 0.016511199672026907 0.0085713375991346413 0.0055281670553183806
leaf_weight=204.23736605013255 1086.9578230206389 4608.7529980179388 250.64643112849444 2978.4429868534207 2584.1159484888194 977.38103274139576 2592.6077907783911 363.78894192597363 267.19512104941532 281.79649555881042 264.60144627152476 2417.6268007881008 4966.1101277639391 4897.405584426946 1453.2085354945157 924.71358969458379 601.98822877090424 812.03846296737902 1923.2662896021502 5041.7631534825778 952.6807662731735 169.53662819927558 309.8960457877256 619.15531163278501 94.643768838141114 869.54304682719521 818.640926554217 1172.2114913391415 2045.6417131077033 3519.2837710236199
leaf_count=2088 42336 30887 1021 23262 60051 15696 46877 8703 2257 6282 9428 20733 45125 40532 21402 8614 4695 10671 20910 45197 9031 1294 2868 7010 431 5685 14256 8556 24671 21398
internal_value=-2.76124e-06 -0.00262948 -0.0104572 0.00077934 -0.000530957 -0.00437344 0.00129964 -0.00172159 0.00203008 -0.0117275 -0.00501695 0.00438143 0.0067129 0.00519526 -0.00476035 -0.00155942 -0.00132096 -0.0129048 -0.0109414 0.000298895 0.00213278 0.000380076 0.000899504 -0.00524841 -0.0249586 -0.00902435 0.00584679 0.00726283 0.00347793 0.000962361
internal_weight=50069.9 11487.8 3190.19 38582.1 29753.6 9600.91 20152.7 10176.3 6722.67 2657.05 1570.09 9976.34 7558.72 8828.53 2418.99 6943.86 2055.2 2939.54 2735.3 6019.14 5850.09 8297.57 1210.85 900.952 359.245 3453.66 4303.69 4036.49 2864.28 8128.04
internal_count=561967 88269 34690 473698 400873 137862 263011 150276 84540 68355 26019 112735 92002 72825 34800 69507 26097 33669 31581 60893 49563 53579 16160 13292 9859 65736 49740 47483 38927 52285
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=31
num_cat=0
split_feature=23 24 0 17 32 31 26 15 43 17 12 39 16 45 17 43 36 8 40 41 18 7 22 19 33 29 31 16 47 20
split_gain=41.2789 60.4978 63.2822 61.2326 53.1555 54.623 55.6006 52.262 52.1278 86 71.4493 68.7258 62.1535 60.8855 73.0664 72.7543 71.7404 87.7301 68.2562 68.3856 62.7947 59.9862 59.4929 59.4501 63.4392 56.2606 54.8502 54.8047 52.8612 51.6271
threshold=3.8429905407951819 3.8641165977788341 3.7500000000000004 24.618722708659451 0.075616494407262771 -0.34534306616897509 1.3927854187561952 0.0089684257126865039 1.0211838813967957 377.99695241704745 274.67554969001066 349.72376741879401 1.9847028028132476 0.67328965640217497 152.59108780082087 2.4239555316478398 304.55771448130309 0.70500000000000007 0.22132146295192998 6.5430551446923593 16.555837548841584 4.2950000000000008 25.176533783609347 26.256724546997315 672.63794834779287 16.201548924843845 1.9252212180609629 4.0034529292550944 0.14436092295914163 0.72177601021605853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 12 10 13 -11 29 15 16 23 17 20 19 -19 -15 22 -17 24 -10 -14 28 -21 -24 -9
right_child=1 4 3 -5 5 7 -8 8 9 11 -12 -13 25 14 -16 21 -18 18 -20 27 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0070953055352326599 -0.013678836646650878 -0.0052019144209645724 0.010006913903387465 -0.0044758184997986099 0.09783861132173427 -0.11015098176343939 0.010372386860357609 0.10645752124780106 0.0025021443474159012 -0.013945050822102779 0.011523485894705962 -0.0012157765557458985 0.0060079823413706551 0.70408586831776088 -0.0025464932834396454 0.00099132183883592398 0.01640986282187604 -0.022729045704687596 0.0086969559769086314 -0.018213958625053039 0.13076715340430131 0.0017464685640658042 0.01187897843820953 0.011511074319152985 -0.016439869400429012 -0.0055208896222182207 0.0079601881915626529 0.035974872745551473 -0.01085489723595783 0.018018000011544948
leaf_weight=1967.7050317996182 1512.9785562357865 3806.3853823132813 874.27449510758743 4417.4294486845611 18.46947558154352 10.636977348476647 1118.0197402015328 17.019050817238167 3840.3442821236094 1864.12818921695 1495.9168322739424 2459.2110084028682 4447.2750686253421 0.71535806288011317 2147.3374270291533 2366.1815710014198 1738.5916076443391 428.5289708719356 1237.3841635107528 80.462052070186473 1.4370477388147262 3945.2725484643597 268.6875757726375 1634.131926168222 499.51776933204383 1388.6243536977563 474.1665458236821 111.06484475312755 5289.754571666941 542.69688893726561
leaf_count=10972 28464 57276 5355 54676 661 85 18079 396 56017 16890 18664 29449 35919 16 19698 13892 11908 7648 8336 2159 65 28399 2975 13922 7383 18560 2192 1059 81246 9606
internal_value=-2.69915e-06 -0.000293452 -0.00466129 -0.00208304 0.000427391 0.000999922 0.0117938 0.000661882 0.000694373 -0.000182448 0.000920721 -0.00670436 0.00479122 0.000261598 0.00475238 -0.00114695 0.00910823 0.0022817 0.001912 -0.0116281 0.321311 -0.00333906 -0.00572796 0.00338261 0.00032192 0.00326474 -0.00836347 0.0132097 -0.00975597 0.0207071
internal_weight=50004.3 48036.6 6804.68 5291.7 41232 37425.6 1136.49 36289.1 36278.4 29882.8 25559.5 4323.34 6395.62 24063.6 5745.52 18318.1 3598.18 1859.59 1857.44 620.056 2.15241 12344.1 8398.79 5973.99 4339.86 5835.9 6032.61 191.527 5558.44 559.716
internal_count=561967 550995 88495 60031 462500 405224 18740 386484 386399 321918 275579 46339 64481 256915 50889 206026 31191 19283 19202 10866 81 128704 100305 77322 63400 54479 86413 3218 84221 10002
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=31
num_cat=0
split_feature=0 8 47 22 23 12 33 26 8 8 27 34 21 16 7 8 0 36 24 33 39 38 29 26 33 17 49 45 27 0
split_gain=40.44 69.6088 51.7726 45.2294 89.0419 82.6553 111.804 83.384 114.965 78.7977 69.5553 98.8988 81.2261 64.5992 64.9399 63.2784 112.614 78.931 74.3928 65.0266 82.2402 63.0884 62.4735 78.448 63.6744 60.2585 59.2227 57.2887 56.0902 55.81
threshold=16.550000000000004 2.3550000000000004 884.38907311785408 114.47097308551288 18.261191710655087 81.795641916791382 470.22837418410535 3.6040026100829814 1.5950000000000004 1.7850000000000004 1.5646110310805648 0.089019948200687357 12.07571205891494 2.1374925945345864 4.8250000000000011 1.7350000000000001 3.7500000000000004 89964.858380481965 33.297568176910538 361.13113834513814 673.03113050087995 16.412332855725165 22.887107586888021 1.1364224721057641 144093.61222429175 58.988640586827891 0.19458922857579702 -0.73810244397533686 1.121560551008733 9.2500000000000018
decision_type=2 2 2 2 2 2 2 2 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 26 10 27 11 -9 -12 29 28 16 18 -18 19 20 -6 -11 24 -24 25 -7 -1 -8 -15 -10
right_child=1 -3 -4 4 15 22 9 8 13 21 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.023351589613437973 0.013886483728905519 -0.019648427857420953 0.015223224888437529 0.0068956953887768504 -0.010107183219916124 0.015524342615556727 -0.019660817851591919 0.35943552106740351 0.025320754745686416 -0.020745498056511706 0.013174071065564253 -0.0050185064470915537 0.050378003015921706 0.005322523964360973 0.0061451606528053794 -0.0020221190706855353 -0.019817761981737417 0.055546454061709487 0.02575906543384178 -0.017653838548905922 0.038863838444963356 0.006350114487832491 0.067129117821749032 -0.0089892427100146215 -0.065193921497179702 0.0044869662423744384 -0.0032838367307508401 0.013845577101402707 -0.0034048761577338479 -0.02915409125480467
leaf_weight=391.14765691384673 207.96741737355478 604.63051097420976 565.38085622526705 1954.7134629171342 199.65352248307317 1477.7554985269671 179.63032153388485 1.8676373809576023 404.72729455213994 1439.9138309727423 1899.9660096522421 559.62216459226329 158.9858743166551 2266.8096968606114 3304.7749505862594 6257.3033597774338 1818.8024517465383 35.418735024984926 252.03770416800398 461.91894697083626 150.25159948738292 252.50001703109592 34.959280929178931 1065.5905704020988 31.261265566572547 7577.4015607283218 6119.0204408945283 440.18943991791457 9800.9986608205363 53.197524047456682
leaf_count=6663 1238 3842 3870 36955 11248 11324 2846 4 1696 8192 28721 11593 809 13616 16217 48515 74968 303 3810 23851 3323 1145 910 18000 206 74104 90235 6325 57072 366
internal_value=-2.75858e-06 -0.0110659 0.000180126 5.09032e-06 -0.00279351 0.000836603 -0.000598797 0.000375549 0.00209214 -0.0111171 0.0117929 -0.00380625 0.0160468 0.000486365 -6.4899e-05 -0.00485769 -0.0109381 -0.0183782 0.00202943 -0.00533764 0.0109213 -0.016703 0.00467957 -0.00657132 0.00604228 0.00628821 -0.00448956 0.00413507 -0.00176553 0.0189924
internal_weight=49968.4 812.598 49155.8 48590.4 11130.1 37460.3 27273.4 24961.1 18450.9 2312.23 2620.44 561.49 2058.95 15830.5 15372.6 9175.39 2918.08 1854.22 1063.86 811.824 349.905 1692.41 10187 1100.55 9086.42 9055.16 6510.17 619.82 12067.8 457.925
internal_count=561967 5080 556887 553017 202973 350044 245500 226992 130094 18508 41127 11597 29530 88967 86905 166018 117503 75271 42232 38422 14571 9337 104544 18910 85634 85428 96898 9171 70688 2062
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=31
num_cat=0
split_feature=27 49 8 31 8 9 8 21 26 0 47 45 34 12 42 26 33 42 12 38 37 26 41 0 33 21 0 29 49 12
split_gain=40.2775 40.13 90.0879 70.3411 63.2634 56.5222 64.2992 63.9533 126.2 136.798 74.8892 59.8625 76.7048 64.6487 60.1563 50.8867 61.0795 65.9737 66.2453 57.2305 65.5636 65.1843 58.4249 56.954 58.5189 53.9447 165.535 52.9901 56.3221 50.5478
threshold=0.3023626158165062 0.66852285091738695 2.3150000000000004 0.12898495699411297 3.8450000000000002 2.2650000000000001 1.1150000000000004 3.0473366802287667 3.2961726014484629 5.9500000000000011 0.42756933583525231 -0.71307662686452933 0.1592923866680595 66.914697959744657 8.7881811907217706 20.585333041747401 319.81695903411384 11.863505626603922 70.572654194499464 4.017757478109794 0.22772907078093435 7.2219709770942915 3.9917705082407511 4.1500000000000012 603.2682207682501 6.9321123661819746 7.7500000000000009 18.664006035833896 0.28443186120127911 26.859238437173705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 8 10 -10 -8 -9 13 -13 -15 16 19 -18 -19 20 -14 27 -22 24 -17 26 -23 28 -21 -6
right_child=1 2 -4 -5 29 -7 7 11 9 -11 -12 12 15 14 -16 23 17 18 -20 21 22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.022392215610375799 -0.011881885806974891 5.4250437802750803e-05 -0.0020672289675203988 0.010683064591309499 -0.005522101755368416 -0.0066553494618660754 0.022931231584207932 -0.0088328914282062351 0.036415029871655707 -0.028979633177640136 -0.004061789713130543 -0.0047104403348400496 -0.025000365663212017 -0.0043708317981126536 0.010411625267590822 0.033600305840495219 -0.024302386903046709 -0.023065846818814739 0.0023481278100569818 -0.010341908634823952 -0.011420929352655882 0.025020667154571758 0.0061897673840138291 -0.0025961952153954878 -0.038213684755868851 0.0023688564133070209 -0.057630672268187036 -0.016528503527743186 0.0025034072715557024 0.004991521854100801
leaf_weight=200.06430804904085 1244.5461339660687 2542.0953940228792 5612.4536543721333 4015.3241670711432 1378.3039749115705 4972.6669522493612 311.60733414778952 2238.5402961375657 537.826179975993 93.940154987503774 1465.0496323156403 1419.4963406425668 471.20638409012463 853.01032211806159 3562.4696439881809 285.28247862961143 644.77995340479538 354.6469029400032 925.78516942914575 1166.0111012373818 1151.1774670947343 703.97212854400277 797.04010305169504 360.69167879782617 31.499450253322721 2031.5904010473751 66.284117540810257 623.39421474316623 3182.4573144603055 6703.430722901132
leaf_count=4417 82584 50370 28489 41607 7428 55512 6574 19278 6793 1683 38787 12524 6877 12027 37350 1083 8626 2732 8378 14491 8484 4110 6410 1783 275 12598 626 10225 33086 36760
internal_value=-2.69607e-06 8.73472e-05 0.00258274 0.00656262 -0.00072083 -0.00179473 -0.000809091 -0.000217084 0.00749761 0.0266912 0.000672508 -0.0011074 -0.000179158 0.00457179 0.00755586 -0.00234562 -0.00309115 -0.0112591 -0.00469089 -0.00154845 -0.0082641 0.000541676 -0.00421617 0.01099 0.0264594 0.00664076 0.0179081 -0.00289541 -0.000940973 0.00319847
internal_weight=49946.6 49746.6 12169.9 6557.42 37576.7 29495 24522.3 23277.8 2408.42 631.766 1776.66 20869.3 18630.8 5834.98 4415.48 12795.8 12118.3 1925.21 1280.43 10193.1 2419.42 7773.71 1948.22 677.474 316.782 2801.85 770.256 4971.86 4348.47 8081.73
internal_count=561967 557550 120466 91977 437084 392896 337384 254800 53837 8476 45361 200963 181685 61901 49377 119784 116643 19736 11110 96907 21771 75136 14894 3141 1358 17334 4736 57802 47577 44188
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=31
num_cat=0
split_feature=22 39 18 45 38 37 34 40 41 4 39 22 21 0 33 26 26 8 37 0 25 39 0 22 35 38 9 37 8 42
split_gain=39.4858 51.3223 53.3598 51.1256 60.6283 66.8581 57.5451 109.272 84.3404 82.0723 74.2726 78.6623 73.8381 71.7833 72.1178 81.2574 66.0688 65.568 65.4304 63.9465 81.783 68.5745 63.8434 60.9323 65.8711 59.129 58.4286 57.0584 56.8957 95.7643
threshold=7.3163198070008049 49.108507694664056 6.7406830484207756 -1.2007780551081888 25.504213735069857 0.049148299833748209 0.16661919965172745 0.17104928904951683 6.3219313001646062 1.0000000180025095e-35 1015.6747655160789 114.47097308551288 0.97898949735791418 5.7500000000000009 498.00630864986459 33.870754790913018 10.94434279063524 2.5750000000000006 0.17791256786666104 3.9500000000000006 17.222203410146502 243.44072511422482 8.8500000000000032 54.127492334278664 2.9803960365886173 7.2366472071448866 1.5850000000000002 0.1352112380206679 2.1250000000000004 11.428970053316061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 18 -9 10 11 16 -12 14 -14 -16 19 -10 22 21 28 23 25 24 -8 -7 -26 -27 -21 -30
right_child=1 2 3 4 -6 6 9 8 17 -11 12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 26 27 -28 -29 29 -31
leaf_value=0.0085200180857000606 -0.014904561975066273 0.011421515264858866 -0.010142172314376058 -0.022461684562457132 0.01124491226791198 -0.012644282583825659 -0.030933436443901032 0.0050790047892534758 0.031907571708373716 -0.023569036500022057 0.29138106327474939 -0.0090232193531518297 0.021794054252840117 -0.0059009023793220186 -0.029157372522639891 0.013827293396841165 0.0042834990317120068 0.0020128032603868003 0.0092308859966957271 0.004304711249458546 -0.030848658475840337 0.0040370733528096942 0.0078411013122982771 -0.024902330297778472 0.0015625830335055067 -0.0040064002457321779 -0.012370491965761163 0.014789018661886401 -0.015290450674931292 -0.00021450282063159749
leaf_weight=1322.987710614223 588.9809067202732 991.93670553294942 1282.6569755213568 338.19498191680759 1163.8706710317638 1873.9843621306354 274.49760537547991 5633.3881543240277 560.44020211999305 412.45917728799395 2.295199087355285 3317.9085507590789 961.76884253218304 668.45092518744059 174.49620081018656 297.2062038211152 5028.2978597930633 272.64865063456818 1233.2370708377566 5008.6937813851982 217.11941323068459 1091.7683438044041 1095.919425678323 592.83818733948283 1517.1537939454429 3638.0888506240444 1492.8012990952702 454.20134936750401 1234.415168414358 7181.4159253644757
leaf_count=6558 4347 5920 12533 5831 9844 54523 2315 46545 5536 10998 24 52010 5907 4607 1559 1671 24342 1443 14674 71095 4247 13620 9473 15152 16798 93696 16646 7058 6862 36133
internal_value=-2.74502e-06 -0.000234746 -5.47865e-05 -0.00029689 -2.07906e-05 -0.000314951 -0.000145632 0.00240257 0.00727492 -0.0014219 -0.00110757 -0.00181379 0.0079397 0.0076302 0.01394 -0.00207396 -0.000801896 0.0221238 -0.00139553 -0.00217588 -0.000406993 -0.00703205 -0.00325117 -0.0101489 -0.00748592 -0.00528867 -0.00534759 -0.00192031 8.53499e-05 -0.00242581
internal_weight=49924.1 48601.1 48012.2 47020.2 45737.6 44573.7 44235.5 14761.9 6466.48 29473.6 29061.1 26956.9 2104.22 2101.92 1433.47 471.702 23639 833.089 8295.43 18610.7 13641.6 4969.06 7062.19 3877.29 3284.45 5966.27 3009.96 4092.29 13424.5 8415.83
internal_count=561967 555409 551062 545142 532609 522765 516934 232948 53524 283986 272988 259220 13768 13744 9137 3230 207210 6979 179424 182868 118337 64531 164750 50911 35759 155277 33444 100754 114090 42995
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=31
num_cat=0
split_feature=15 7 21 7 30 12 33 34 39 0 22 40 21 26 46 28 43 17 17 32 41 39 22 36 42 24 31 0 9 45
split_gain=39.042 54.2958 57.0477 55.3382 85.0145 59.3225 68.4022 95.4821 75.507 106.094 90.2965 62.3803 63.0911 71.5364 61.4958 61.144 57.2031 73.2234 56.7913 59.6665 56.4717 56.4029 56.1631 79.1961 59.7683 59.1412 53.9269 50.0025 49.9325 50.2366
threshold=15.569373440271564 41.505000000000003 7.8608245142103659 5.3650000000000011 0.66768125572970261 173.15731061692298 483.49756348201544 0.1592923866680595 753.27615023998931 4.4500000000000011 237.13948759531777 0.11470161339171925 2.3768694311382763 4.8908489405738793 0.062385782667075305 1.5946011288187285 0.95270586877488617 707.93367098691795 175.27293523835962 0.30528376840955673 12.489543763911652 109.03045958830752 54.127492334278664 643.8046752177197 18.200837224039564 15.84241738371748 -0.61522904207182127 13.65 1.8050000000000004 0.14143312895350427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 8 14 10 11 16 12 -10 -14 15 28 -1 22 -7 -20 -15 -9 25 24 26 -18 -24 -11 29 -8
right_child=-2 2 -4 4 -6 18 7 21 9 27 -12 -13 13 20 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0066431171329491001 -0.0054079622909108081 -0.049993347890454572 -0.0058871295853123 -0.010683862844422505 0.0067687798492107546 0.011146378905169105 -0.00041153132631364069 -0.092933523786892083 0.048857808464039115 0.00075361145325099463 -0.019379423433019353 0.031419752512366492 -0.032635829589973818 -0.014566269364436522 0.024487845216102779 -0.014896836820295462 -0.00048915516590984837 -0.019849687773835365 -0.0090654773257491574 0.004689729381517624 0.026552443620821011 -0.019035206393809286 0.05417515246519311 0.0061364183747930319 0.0028926622522560501 0.0080754206594968372 -0.011233177042176556 -0.043587527090234113 -0.010553906020445088 0.019964535470531147
leaf_weight=2572.6012493798044 3131.1007975504035 105.71370729338378 239.19432737585157 791.15935641829856 5911.0333645225037 2044.790535275708 1139.8405920242658 26.593102239072323 80.426558650447987 1173.2275251077954 644.64954127906822 558.10569654055871 118.97612268477678 129.21573908184655 191.54864260717295 1012.9206876823446 14707.082404665533 515.25580214569345 1091.1206285826629 2841.4494030278875 236.02140610897914 889.30774940445554 31.776111654005945 1286.7151010547532 1027.3174907714128 2335.7968148818472 3795.2582356792409 67.222572687314823 773.68682841979899 411.77441066550091
leaf_count=23647 31222 1504 1439 6515 39744 28528 16385 214 2122 11070 17857 3188 3361 1589 1240 10202 126934 4777 25044 47671 1261 7187 289 12346 7420 15052 99110 589 9760 4700
internal_value=-2.78272e-06 0.000359233 -0.0194056 0.000506137 0.00470859 -0.000203277 -0.00101694 -0.00679579 -0.000139512 0.00842967 -0.000891865 0.0195653 0.00784807 0.00103646 -0.00306318 -0.00464407 -0.000438223 -0.00120692 0.00438757 0.000873246 0.0120052 -0.0211808 -0.000792589 -0.00489228 -0.0078156 0.000684655 -0.0106901 -0.00164933 -0.000177875 0.00499596
internal_weight=49880.9 46749.8 344.908 46404.9 6702.19 39702.7 33725.3 4445.67 29279.6 2363.2 26916.5 1122.75 564.64 484.213 3529.77 3338.22 26271.8 23699.2 5977.36 3932.57 365.237 915.901 23183.9 6141.07 4854.35 17042.9 3827.03 1240.45 2325.3 1551.62
internal_count=561967 530745 2943 527802 46259 481543 380300 49688 330612 23180 307432 11521 8333 6211 42287 41047 289575 265928 101243 72715 2850 7401 261151 119165 106819 141986 99399 11659 30845 21085
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=31
num_cat=0
split_feature=33 38 37 8 37 34 31 38 26 37 38 40 34 12 33 35 33 30 34 0 42 26 34 45 21 38 17 35 25 24
split_gain=38.3858 38.1962 128.35 83.124 76.346 82.5661 67.8103 66.0069 89.9534 82.3376 99.1614 77.5175 65.2427 85.5493 75.3813 58.4347 57.17 56.6535 55.175 54.6217 86.9572 62.3717 59.8084 57.9214 54.1636 53.7216 53.5385 53.2654 52.8537 52.0291
threshold=1.0000000180025095e-35 4.480343492112997 0.26938452845725602 2.2550000000000003 0.20148857060661227 0.27058785068796648 0.600252366246251 7.1572818890363932 2.0738246860235825 0.10955009728733163 11.757168258051566 0.072530963870011581 0.10147652468646511 95.396205569894704 319.81695903411384 5.2393193650682344 1962.5497286141947 -0.0094670680157876493 0.16345134245763684 5.9500000000000011 12.249072677703518 2.3944434168315119 0.23683134884379572 1.8371777459859631 12.545741709633928 2.9647091079173427 731.55660305481831 3.1434135850622074 17.908986177039349 20.762469591161967
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 15 8 -3 10 29 17 13 -11 19 -5 -15 -12 -16 21 23 -14 -23 -21 -2 -8 -10 -4 -20 -9
right_child=1 4 27 6 5 -7 25 9 26 12 11 -13 14 16 18 -17 -18 -19 28 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10732510294600868 -0.019038799811176704 -0.024133564672115831 -0.0034233411194344735 -0.0010240283516912401 0.0098765454557491611 -0.00094318612128672116 -0.041507137147232274 -0.011440617725680271 -0.0015507661624379846 -0.0051645592294386122 -0.023339687003275343 0.0075235736637052769 -0.0076071180234306328 0.038296751067449557 0.002216136247704848 0.021692313807268319 0.0085959300921472394 -0.0011546776099145141 -0.019589844663911907 -0.0038556599548463725 0.013579617521609317 0.02333339516285363 0.0053694925008150153 -0.038103020101233523 0.0033110529474623452 -0.0074057295254648259 -0.019898901772469585 0.0041383459735612419 0.023071180220426913 0.0041213984391208248
leaf_weight=8.33023535273969 1855.2506604465889 491.78436915681232 3696.4172067558393 1153.3426220570691 4338.9195366373751 2970.2761471796548 123.86340441275388 2628.3387714236742 10254.804119570646 286.67659312766045 338.58365198515821 3324.8538221739 315.13730786717497 437.53650355432183 1354.6680480046198 375.18912714580074 257.30004095216282 1917.5465743165696 649.88152022252325 725.6087612049887 743.19412507337984 1194.5858097282471 756.93036065623164 148.77285702363588 317.46730030747131 1708.4015730135143 413.61342202080414 6294.9416922244709 81.733825557632372 675.04363740922417
leaf_count=71 43307 19613 24906 7027 38257 24640 781 56127 137667 3135 7756 35466 9386 6194 17132 1775 2011 23556 6804 7204 4419 12547 5843 1234 2800 8372 4167 41176 445 8149
internal_value=-2.64888e-06 1.52923e-05 -0.0020425 -0.00815144 0.000946534 0.00547967 -0.00322409 -0.000280792 -0.00322591 0.00179468 -0.00139453 0.00266946 0.00587035 0.0178168 0.00390644 0.00455186 0.0272984 -0.00448404 -0.00375944 0.0080239 0.00100514 0.0130328 0.0163658 -0.00968272 -0.0157731 -0.00971103 -0.00226212 0.00134081 -0.0148239 -0.00826053
internal_weight=49839 49830.7 15524.9 5533.51 34305.8 7309.2 3360.8 26996.6 11160.2 15836.4 8884.37 5580.98 6952.03 981.513 5970.51 1528.53 694.837 2256.13 2086.28 3884.23 1617.58 2266.65 1951.52 874.382 2172.72 1832.26 10668.4 9991.36 731.615 3303.38
internal_count=561967 561896 130144 64062 431752 62897 17955 368855 161447 207408 131054 66778 76354 11340 65014 8802 8205 31312 24381 40633 12857 27776 18390 8438 46107 9153 141834 66082 7249 64276
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=31
num_cat=0
split_feature=28 16 35 40 41 37 34 0 33 47 36 38 16 22 37 38 34 49 12 31 47 38 32 40 37 38 37 40 0 42
split_gain=38.7133 57.0686 89.9901 53.2139 87.9036 91.5478 74.67 77.3058 77.4829 68.3134 66.5789 62.4128 66.4157 58.3534 56.3872 110.664 70.2736 59.738 54.8255 54.6529 54.357 53.146 52.3727 51.0937 51.1935 60.949 50.2874 50.2787 78.8921 61.2559
threshold=2.602439799425424 5.2144275703185228 6.4921854334241029 0.35302802999744615 4.5025761590273925 0.20261854768826634 0.3262265257845029 8.5500000000000025 212.48103996040211 0.39997259869305474 165.42430534019971 6.1570974278346222 7.799933218807138 114.47097308551288 0.11489534144941309 10.227700571053999 0.13238690076456161 0.20355769928689893 41.41101225906565 -0.073251982749818034 0.17627414970196886 5.2536331416173097 0.342523390841666 0.11748652257574803 0.091239563458610909 23.641120096604613 0.2442129601930976 0.1957088391123685 3.6500000000000008 9.5017401392111385
decision_type=2 2 2 2 2 2 2 2 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 8 -5 -7 26 12 -6 -12 15 27 18 -18 -16 -8 -14 -11 -20 24 25 -17 -1 -13 -29 -30
right_child=1 2 -4 6 5 9 19 -9 -10 21 13 14 20 -15 16 23 17 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.022354378070020098 0.0018900035170895707 -0.0033453617228687547 -0.020853071318779458 0.025140296401373836 -0.0082367439951097458 0.019817815635336172 -0.013707174565841385 -0.0087665567800564049 0.0058443037814954052 0.0013785885350492489 -0.0009298010891489371 -0.012852741850398367 0.04957775744175217 -0.01672157438601787 -0.0094079113328634344 -0.0095208078751788487 -0.011836458575523593 0.0037312660965370193 0.0015053416098556479 0.0031240560396943607 0.0031958221132634781 0.012810688398413912 0.021268754220878126 0.0083691602533737513 0.015712323383250928 0.0049666039583382386 -0.0056387881479127919 0.056770276715768599 -0.040378027639937975 0.013192914718553772
leaf_weight=773.48726195842028 3298.6980208005989 3878.7648646992166 905.2668382411357 1038.0828991923481 3729.6785808771383 877.14115526888054 585.05381639976986 390.80216936534271 1042.9258068713825 3521.9413649048656 7649.0312529683579 2197.6178050802555 67.910259699448943 633.42760916310363 244.3352891325485 1780.1334723689361 714.2845940371044 4488.7823235957185 459.5069258811418 2746.2513526605908 904.60927206487395 1429.146177429473 1239.267652091803 2203.3709124319721 386.80568695662078 1225.9541905838996 1075.6558188921772 66.886175458319485 79.951064189895988 160.45226021227427
leaf_count=10891 29240 25086 7141 4290 80290 7914 5699 2381 5364 38070 57219 53681 453 8572 2833 39058 10077 58616 9846 15946 9145 14029 16125 20961 6294 12450 7986 443 898 969
internal_value=-2.49799e-06 -0.00316959 -0.00665829 0.000611196 -0.000106724 0.00144418 0.00505365 0.011638 0.0154698 0.00695695 -0.00405269 -0.000166362 -0.00520238 -0.00213753 0.00138672 -0.00146907 0.00462414 0.00159411 0.0127377 0.000168105 0.00643464 0.0046785 0.0159229 0.00244065 -0.00140938 -0.0036125 -0.0126308 -0.0102039 0.00874001 -0.0046232
internal_weight=49795.2 8082.73 4784.03 41712.5 35909.4 25777.8 5803.12 2471.81 2081.01 5828.23 10131.6 19949.5 4702.2 8282.46 15247.3 8101.17 7146.18 5203.07 1943.11 3331.31 972.52 4951.09 1698.77 5596.26 3392.89 3006.09 1849.14 2504.91 307.289 240.403
internal_count=561967 61467 32227 500500 466820 382152 33680 12035 9654 60013 84668 322139 89888 65791 232251 134754 97497 68693 28804 21645 9598 52099 25971 78763 57802 51508 18877 55991 2310 1867
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=31
num_cat=0
split_feature=1 8 1 31 12 33 16 29 16 24 7 31 8 0 43 49 19 17 12 43 15 38 8 49 31 41 19 43 24 22
split_gain=38.6825 42.8364 42.7717 64.2896 55.1064 71.3496 56.1001 67.2474 51.6042 50.6272 61.5184 57.8464 57.2597 74.2927 75.8986 58.7788 55.1148 53.0313 69.3657 55.5618 52.3253 52.2039 67.1452 87.4012 64.4376 60.6109 54.1685 55.7519 71.3921 53.4568
threshold=3.5000000000000004 1.7150000000000001 1.5000000000000002 -0.41182057144565959 46.584517728720705 272.06923298836313 3.4707825585123953 30.598171384938567 2.094597352291625 7.6452493197860312 617.28000000000009 0.1579204507757265 2.1250000000000004 5.2500000000000009 2.4565213478167562 0.65891016135984681 8.2599539093940404 243.15758425027192 31.657259419473252 0.93763354312693081 8.8976109934354941 4.480343492112997 3.1850000000000005 0.4177663054965583 0.74769084722388002 2.7924089790415536 3.8482226052176096 5.555069299875707 49.52577705435089 286.88722072231502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -6 -8 -7 11 21 -5 13 14 15 -13 -15 18 -14 -19 -18 22 29 24 -24 -25 -23 28 -28 -11
right_child=1 -3 3 9 6 8 7 -9 -10 10 -12 12 17 16 -16 -17 20 19 -20 -21 -22 26 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.001567374621626789 0.066535921181303873 0.0097152263147948052 0.01320971890886858 -0.0092940999050266006 0.016259355913037746 0.017851258929841303 0.0048658403051235989 -0.025342323991091195 -0.014035174602640324 -0.0072068335242756083 -0.029895067863893832 -0.0044075067503473401 -0.010752316084874543 -0.0063333318548579563 -0.01966931718152511 0.019601809794994981 0.017594663226816187 -0.00061386139503912408 0.0029055555891239534 -0.017733669153305726 -0.016936946984468272 0.031834269262227495 0.02313220609819433 -0.022845783606782244 0.00043971629328007659 0.00079255119747623801 -0.00026393141994443385 0.012857469601912051 0.013550017112454136 -0.032841028734991284
leaf_weight=7935.0871999179944 35.653907012194395 476.02589034289122 765.97651829058304 3550.5194979251828 1080.7596911820583 141.40415138844401 4287.1623871829361 192.50542228389531 1235.8217355138622 2537.6506143731531 169.04912714008242 850.72005532926414 1379.9296471117996 395.54999843554106 545.13284499989823 363.98739417770412 1323.8649080821779 753.53446742380038 2848.997173154261 1277.2784715639427 119.61491153412499 149.6491494467482 601.49663311429322 420.94723733142018 651.86584503669292 762.19496397022158 12658.209720594576 1023.1256294229534 1009.931539518293 221.09727465501055
leaf_count=43483 103 2390 14358 109713 6161 719 20275 1233 6538 41092 1442 23347 7786 7566 15037 6226 12255 4130 15048 7473 1359 2893 3308 3067 3260 4166 176316 8451 7995 4777
internal_value=-2.28302e-06 0.0136745 -0.000144368 -0.00111348 0.00209585 -0.000255949 0.00603453 0.0035677 -0.0107613 -0.00143986 0.000140906 -0.0038218 -0.00185099 0.00317454 -0.0041692 0.00278689 0.0102021 -0.00474028 -0.00155111 -0.0113814 0.0147332 0.000394325 -0.00391929 0.00212919 0.01133 -0.00761767 0.00190436 0.00159949 0.000756774 -0.00926126
internal_weight=49764.7 511.68 49253.1 34380.3 14872.7 9312.31 5560.43 4479.67 1377.23 33614.3 20205.2 13409.1 9858.61 3598.87 1759.84 1214.71 1839.03 6259.74 4228.93 2030.81 1443.48 20036.2 5195.25 2436.5 1253.36 1183.14 14840.9 14691.3 13668.1 2758.75
internal_count=561967 2493 559474 481065 78409 50740 27669 21508 7257 466707 256767 209940 100227 65790 44610 29573 21180 34437 22834 11603 13614 255325 59670 13801 6568 7233 195655 192762 184311 45869
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=31
num_cat=0
split_feature=0 26 30 0 7 27 9 25 8 26 21 26 32 8 15 1 8 47 28 24 31 13 31 28 47 33 9 31 23 42
split_gain=38.5227 42.0738 40.8457 75.3171 72.8427 65.1796 61.8213 52.8387 53.3974 50.6296 74.7815 66.2119 48.6797 48.0696 64.188 46.6043 46.0618 65.6048 45.4701 44.3698 67.2319 60.0473 65.4102 56.5256 54.2695 67.0723 72.6103 67.6199 89.5809 61.2692
threshold=19.250000000000004 33.870754790913018 2.5331719174388865 3.9500000000000006 3.8050000000000002 10.185787409447515 2.2350000000000008 11.875046169961449 1.8050000000000004 18.179593690876285 6.5166029538146697 6.4330293487106411 2.0653825344536547 1.5250000000000001 3.4483446484635052 3.5000000000000004 0.93500000000000016 0.24480178218639129 0.64997027732653956 40.057716077274499 0.673167871849918 38.514210887768385 0.22125424112327766 0.98057359149558265 0.42756933583525231 1962.5497286141947 1.885 -0.37453654593830749 19.092269018491404 6.8147469714639284
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 19 9 8 18 10 11 -4 -6 14 -14 16 17 -8 -5 21 -21 24 23 -23 25 26 27 28 29 -1
right_child=1 -3 3 4 12 -7 15 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.11723376019956351 -0.012838239090272763 -0.10402472357798408 0.00088606694185530363 -0.011086713107252807 0.012379451182760376 -0.013268062899177955 0.43975706125867725 -0.022171073596671909 -0.0037260323033810557 0.025067528660816324 -0.011639397330735227 0.034532667762659605 0.053067800794097758 0.0024461810392887181 -0.0058680067270246161 0.0208478735282344 -0.01936410500758786 0.037209384058206729 0.016255715108983451 0.011810677410269104 -0.0071109798391984381 -0.0039068803461018457 -0.0011228626844026711 -0.022318771079410916 -0.0009252485129222903 -0.013092878083309931 -0.0061429046280956669 0.0088512572513580086 0.073924642865059162 0.0030566639599553611
leaf_weight=12.808584536425768 357.28758932300843 13.11434532701969 568.41698138113134 191.85856825450901 2970.48760332237 1009.3706053323112 1.0758840019116203 280.12759678892326 2210.9951830906793 192.67037305049598 915.02872372139245 196.85258134221658 109.91250014153775 3494.0725118066184 79.699013976380229 85.208446273580194 909.83131975703873 17.083560957456939 732.84989570931066 1627.5218675066717 659.76869836496189 754.21584274247289 2303.5011838563951 931.95164349174593 25085.302666593925 440.48191239591688 760.19519417523406 2583.2619765523123 96.203422144986689 142.11784605146386
leaf_count=101 2152 104 12174 5541 18737 20000 37 3108 11907 745 6442 1066 1518 20244 1521 444 8976 505 9715 14018 3712 21900 20513 16018 311425 5327 10479 30973 1092 1473
internal_value=-2.21417e-06 -0.0160668 0.000118329 0.00252932 0.00457023 -0.000739677 -0.00459155 -0.00136513 0.000493567 0.000790663 -0.00199303 0.00954108 0.00761707 0.00377673 0.0282954 -0.0145409 -0.0177903 0.0610589 0.0105827 -0.000382425 0.00635273 -0.000847699 -0.00660034 -0.0140832 -5.95527e-05 0.00532232 0.00757893 0.0112592 0.0360284 0.0124963
internal_weight=49733.3 370.402 49362.9 12956.2 10070 36406.7 2886.17 3415.83 3135.7 1872.97 1680.3 765.27 6654.17 3683.68 189.612 1013.2 927.991 18.1594 924.708 35397.3 2287.29 33110 3989.67 1686.17 29120.4 4035.07 3594.59 2834.39 251.13 154.926
internal_count=561967 2256 559711 102680 72291 457031 30389 30271 27163 20427 19682 13240 42020 23283 3039 9962 9518 542 15256 437031 17730 419301 58431 37918 360870 49445 44118 33639 2666 1574
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=31
num_cat=0
split_feature=28 24 18 26 49 26 16 33 36 22 12 47 4 31 40 41 8 39 40 17 43 0 33 43 0 24 36 31 24 49
split_gain=36.8258 38.1471 54.9739 57.1823 114.792 98.2921 39.9274 36.9305 61.3114 60.6511 52.8091 76.2222 65.1171 77.2154 53.9528 108.293 99.0775 59.5021 64.0383 55.1451 66.5097 99.2148 77.613 78.2694 94.5379 69.7707 68.1492 66.7102 64.1718 59.7676
threshold=0.16618706563752858 20.762469591161967 6.7406830484207756 3.1139088588953316 0.80713895686290382 1.8239371493406147 8.4566336300028588 13903.081131326167 14238.060215126183 44.161017104773414 371.72124167035071 0.28213260754512487 1.0000000180025095e-35 -0.61522904207182127 0.11470161339171925 8.1704230559647524 1.5750000000000004 4971.4883288123647 0.045443991814318414 613.27349008427882 2.3797351970813265 11.950000000000001 2535.9026624862568 5.555069299875707 10.250000000000002 49.52577705435089 364.87765975124341 -0.32064464974507434 8.8167009896952013 0.77998469883651556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 12 -12 14 -14 17 19 -17 -2 -19 20 21 25 23 27 -25 29 -23 -22 -21 -16
right_child=7 2 3 -5 -6 6 -8 9 -10 -11 11 -13 13 -15 15 16 -18 18 -20 28 22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.038401045362163155 -0.0079811015045708599 0.57346444062469626 1.1344524517932291 -0.0049997272120648291 1.4364050338992556 -0.051745266762372157 0.42481700852477067 -0.044100945725874773 0.010739561638482224 -0.0050606868898116983 0.02977809975366252 0.0036922721953983779 0.12818596111178873 -0.014191829979065651 0.0021359222773072832 0.02941682996429576 0.0049468507025233416 -0.0055825897007157543 0.022676454840118147 -0.019443628174620701 0.011470974076626131 -0.05682576704078706 -0.036228595459067293 0.00037806188511593775 0.016287141420390779 0.026459315019671942 -0.0095965040082873366 -0.0050270009127357067 -0.0017337424467319268 0.012745888438616976
leaf_weight=122.00736568111461 3707.4054491249844 0.43154448643326659 0.22860305942594994 53.098292679991573 0.18211433850228775 2.0082131150411446 0.5626549720764159 111.48800702742301 1361.4193630146328 923.96419049846008 322.1394903101027 2142.532872263575 9.6126376036554557 1017.6187159550609 11549.035542867729 564.43394515116233 1548.6260724372696 451.61963211628608 360.51054406701587 768.45377133309375 651.14395495899953 88.001568311476149 159.29012895305641 8428.4160919515416 1050.1533147413284 335.16069950535893 578.35602091695182 10386.872647695476 1529.7818807105068 1499.6857580867363
leaf_count=8988 66594 2 37 1678 11 315 1 706 9736 8020 3326 34740 86 46484 117019 14472 9873 4343 1719 6667 10136 908 1223 55456 5908 1991 3506 124301 10485 13236
internal_value=-2.32083e-06 -0.0226709 0.0112904 0.00696439 0.22003 0.140901 0.0525542 7.93564e-05 0.000278794 -0.00926418 -2.32594e-05 0.00710176 -0.000416259 -0.0128595 -0.000123474 0.000473838 0.0114832 -0.00529596 0.00696181 -0.00015449 0.000341929 0.00299638 -0.0014619 -0.00119197 0.00214067 0.0039339 -0.0158338 -0.00405377 -0.00765534 0.00335532
internal_weight=49724.2 178.519 56.5114 56.0799 2.98159 2.79947 2.57087 49545.7 48510.3 1035.45 47148.9 2464.67 44684.2 1027.23 43656.9 39137.4 2113.06 4519.54 812.13 37024.4 34726.1 14050.2 20675.9 20516.6 9478.57 13383.9 666.358 11038 2298.24 13048.7
internal_count=561967 11032 2044 2042 364 353 316 550935 542209 8726 532473 38066 494407 46570 447837 375181 24345 72656 6062 350836 333684 136660 197024 195801 61364 132246 4414 134437 17152 130255
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=31
num_cat=0
split_feature=0 8 47 28 28 8 7 21 38 37 49 34 8 26 16 41 38 22 25 41 26 13 31 33 16 0 37 12 8 47
split_gain=36.2905 62.1087 44.6435 39.326 39.0341 59.7521 63.9152 64.5786 63.7036 125.257 84.1116 80.487 68.0744 62.9696 95.5699 80.7923 77.0876 77.7272 71.9095 61.4073 60.8024 60.5006 67.8894 59.1709 59.1618 62.6659 57.0759 57.8051 55.8395 59.006
threshold=16.550000000000004 2.2950000000000004 884.38907311785408 0.76172753417472028 2.602439799425424 3.8950000000000005 14.525 7.8608245142103659 5.3242853994680654 0.26938452845725602 0.51078691907102847 0.28296265945504623 1.1050000000000002 4.6874241892190254 5.9169492471284926 5.5052604970811805 2.9647091079173427 79.566174994653082 3.4602861185530451 11.293007510152487 2.5449842033955883 22.415835593155055 0.028928504104302477 714.96288038560772 2.3230456512813995 5.9500000000000011 0.20261854768826634 27.256814299200389 1.6150000000000004 0.24480178218639129
decision_type=2 2 2 2 2 2 2 2 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 4 -2 5 8 -7 -8 9 13 12 -11 -10 14 18 -16 -15 -18 -1 -19 -12 -13 -23 -6 25 -22 27 -14 29 -28
right_child=1 -3 -4 -5 23 6 7 -9 10 11 20 21 26 16 15 -17 17 19 -20 -21 24 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.010233957846836218 -0.022465112694340216 -0.018127639639518446 0.014288183762582493 0.028086252221100429 -0.0010750456302748112 0.0070120520601722599 -0.04604859044310583 -0.0024435094626124349 -0.017264895758774396 0.011830503443444839 -0.0045531858657054634 0.0024133244388356212 -0.012076861044412818 -0.038548441127360236 -0.0057432951541019541 0.045046424844008247 0.00079878272121087189 -0.014708040677298209 -0.02908401977021613 0.024618997537696519 0.030165137400751864 -0.034974011441663129 -0.0026191460683668982 -0.012082306100940758 0.0053955793403134 0.0018843227349697848 0.11481463800255561 -0.00013968915998454026 0.0055312384248327384 0.025550269637077263
leaf_weight=1427.2937310023699 52.931147694122046 623.98738516820595 553.7494430099614 140.84709113277495 6147.0212115106406 5237.4129591924138 106.48500870866701 419.05696324585006 621.38066724233795 1829.0944764863234 1357.5951974577038 2354.1385513166897 1134.8079205233371 154.52770154620521 236.2934344462119 117.10328117059544 4218.8769274828956 1504.2584697973216 783.76922977983486 106.27327658934519 519.39148415916134 253.79202815284953 448.90136077348143 1523.5320553251076 6863.0751531197457 314.47867819981184 20.910159540129825 9538.5223337042844 931.53389705670998 161.49733704375103
leaf_count=26568 575 3892 3870 613 45849 25103 1456 2418 54730 12241 38156 18560 10520 1655 2895 1339 32241 25970 28244 716 5526 3836 3944 12344 70190 2428 215 116801 6101 2971
internal_value=-2.7892e-06 -0.0104488 0.000171956 0.014278 1.02202e-05 0.000627392 0.00534406 -0.0112787 -0.000151515 -0.0028517 0.0015386 0.00353434 -0.00113516 -0.00650171 -0.013057 0.0110866 -0.00369242 -0.00276844 -0.0169159 -0.012113 0.0052028 -0.00142977 -0.0143048 -0.00326132 0.00692357 0.0194996 -0.00028486 -0.00140887 0.010485 0.035783
internal_weight=49702.5 817.766 48884.8 193.778 48331 40660.5 5762.95 525.542 34897.5 13434.3 21463.2 4885.93 12408.7 8548.4 2564.46 353.397 5983.94 5829.41 2211.06 1610.53 9054.54 3056.83 702.693 7670.55 7696.95 833.87 11787.3 10673.3 1113.94 182.407
internal_count=561967 5080 556887 1188 553017 494824 28977 3874 465847 158209 307638 38581 191338 119628 59046 4234 60582 58927 54812 26686 116300 26340 7780 58193 78144 7954 136608 127321 9287 3186
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=31
num_cat=0
split_feature=17 36 18 26 16 39 16 0 32 24 25 1 19 26 42 37 22 12 39 33 12 12 31 9 14 46 26 16 38 18
split_gain=35.5059 58.2721 61.7457 58.7167 55.9026 53.6426 53.4375 49.9529 49.9416 50.1626 50.1073 48.4779 47.4353 60.9551 62.814 55.9667 48.7336 76.0704 58.8453 47.4142 55.1316 45.7485 45.5348 45.2058 44.9366 44.3694 43.7927 77.3686 68.8281 63.8425
threshold=16.310857543659896 193.57504647199559 18.945464010441295 1.8239371493406147 1.637697299320493 160.98309648426945 3.2950906200784487 4.9500000000000011 0.083589290972365657 5.2366994772122561 2.4467842046054913 1.5000000000000002 4.9115084179014881 2.3944434168315119 9.2352310733521374 0.29583036102496774 571.27649296120524 348.68081510208674 1656.5874556253978 150.40114821889389 38.368038239447394 216.42741908347315 0.28736589073141844 1.0950000000000004 6.8415800104399933 0.0023498157252679459 3.5074008408402313 4.0285337374395729 5.1394032536853187 32.790086700778474
decision_type=2 2 2 2 2 2 2 2 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 19 6 7 -1 25 -5 10 11 -4 -10 13 -11 23 -16 17 -14 -18 -3 -21 -13 -20 -15 -19 -2 27 -6 -29 -30
right_child=1 2 8 4 26 -7 -8 -9 9 12 -12 21 16 14 15 -17 18 24 22 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0020390055000773463 0.013331787995739927 0.010828063768876656 -0.0240645282021302 0.037998237131805009 -0.01883028451515547 0.019480336328587616 0.02939286280744817 -0.0076550297625795185 0.0040757712901202288 -0.042768278299997686 -0.0042374387812916725 -0.0088670435301612324 0.00058264692911942661 0.13079324808791634 -0.015335826374056897 0.055412506734746181 -0.023960154963264355 0.028752779533038397 0.0092548042610114591 -0.0077718468947763093 0.0055641443827640254 0.006664827529084056 -0.009705363707294145 0.036806194685845076 0.0077112701717069153 -0.035235196358884863 -0.0020132657768246664 -0.0022719237964423204 0.034012375063634331 0.1763006572849336
leaf_weight=2228.5034861471504 54.790339992498048 2252.407788751414 373.91600348276552 150.74150089675095 1067.0115733281709 549.56696483306587 44.693956026574597 99.446849922998808 1343.6152431587689 37.024298256612383 2156.2096054058056 3635.5737009380246 21806.969984929194 13.742195361759512 120.92371665535029 36.358482781331986 405.82235800172202 306.97073022671975 524.27365210652351 1097.8313118946971 2635.2480026329868 545.19534201885108 799.67078142799437 185.37538150348701 1463.2148742473219 331.86200278392062 4997.9608428705251 324.18321017117705 56.669190843822435 9.1572547947289404
leaf_count=12593 890 17459 10448 2145 28034 2885 449 1128 7245 3070 32702 54792 225276 154 2282 273 9491 4033 6467 8034 28066 11995 5608 2873 17448 12854 48018 4191 905 159
internal_value=-2.89662e-06 -0.000328382 0.000418666 -0.00448838 -0.00333807 0.00548931 -0.0223697 0.0198516 -0.00041126 0.000136203 -0.0071676 -0.00418633 0.00106535 0.0182936 0.0246369 0.00101887 0.000797515 0.00139182 -0.00730307 0.00509899 0.00164227 -0.0068416 -0.00219726 0.0432928 0.0113601 -0.028353 -0.00423688 -0.0118645 0.00719306 0.0538064
internal_weight=49654.9 46876.9 39740.3 7136.52 6705.17 2778.07 431.346 250.188 33754.9 31224.7 2530.13 5524.38 25700.3 393.424 356.4 157.282 25306.9 23577.2 1729.77 5985.49 3733.08 4180.77 1323.94 199.118 1770.19 386.652 6454.98 1457.02 390.01 65.8264
internal_count=561967 546489 447716 98773 84580 15478 14193 3273 394157 351007 43150 74032 276975 8652 5582 2555 268323 246757 21566 53559 36100 66787 12075 3027 21481 13744 81307 33289 5255 1064
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=31
num_cat=0
split_feature=27 33 22 34 37 38 36 37 38 37 38 40 40 39 32 24 29 38 33 28 19 39 17 38 31 33 35 34 33 22
split_gain=35.276 35.1531 35.1413 45.5372 90.6052 86.9341 66.6288 65.6928 81.5992 82.9936 90.7531 80.3113 69.6536 62.4099 63.6453 60.1806 56.0966 71.8778 54.2449 56.9551 54.0997 52.7724 53.8811 52.3893 60.6395 62.3829 59.4528 80.0515 66.665 54.4083
threshold=0.3023626158165062 1.0000000180025095e-35 7.3163198070008049 0.25640244475855051 0.25074187495221295 3.5693404412497887 106.88584902947008 0.16044709412623789 8.7170944978004297 0.091239563458610909 13.645349938528369 0.076841004504302882 0.16616819785326969 589.11965233460216 -0.051918587532442516 16.853904789369171 27.78452935701652 4.9343877305284378 858.62225169361272 1.7340683418694709 10.513272412727034 365.41075896881813 629.76671548793672 5.540252222069431 -0.44127067036178019 196.39351899276252 5.2828370682103261 0.17151195877573874 780.61030510775947 70.322332353892165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 8 12 10 15 -12 20 14 -5 -10 -7 -18 -6 -20 -8 22 -14 24 25 -9 -25 -28 -29 -26
right_child=1 2 3 13 18 6 7 23 9 -11 11 -13 21 -15 -16 -17 17 -19 19 -21 -22 -23 -24 26 29 -27 27 28 -30 -31
leaf_value=-0.02110647227863971 -0.10304996383945297 0.0081750296415241709 -0.014748837037335398 -0.021996277089096697 0.0099620533235926633 -0.022733791983565337 -0.02164212655702949 -0.026686739630541419 -0.017174476864303706 0.0077976616345124695 -0.0044797010689564465 0.010070884562071896 -0.00068872540203652024 0.0054021470017374361 -0.0031843039835772616 0.0037115735071026126 -0.044607378554721119 0.084834266589585983 0.012121312177690358 -0.021066893459369268 -0.0065990002849487944 0.013868177291675568 -0.020296857237605964 0.019448860176851369 0.0030934781273523142 0.052779746710140164 0.012112408487537201 -0.00037880474860056977 -0.0411298483135955 -0.0080722044937477418
leaf_weight=197.23559400247177 8.2613707520067674 1311.0509452982806 979.13363759708591 467.98770543560386 3629.7792126971763 463.36825654562563 731.51792659249622 32.459790721768513 1227.0375957519282 3912.5924124235753 1955.2988704656018 1841.4063036646694 4180.3959941313369 2112.2445287250448 11450.649899171432 479.73508317978121 17.336033791303635 28.122288175858557 222.63449145457707 308.26585805253126 3266.3257658533985 564.93495292181615 382.40010675950907 912.37509397813119 3855.6881034660619 103.26275157020427 1873.7336629307829 1487.2003285733517 107.62261127470993 1521.5788036066806
leaf_count=4417 71 6522 11324 4629 23621 10492 33188 616 30653 47202 26813 17697 43817 15612 87777 6162 514 686 1381 2137 66519 3735 3022 7598 37394 991 17947 17866 1066 30498
internal_value=-3.06309e-06 8.11362e-05 9.83742e-05 -0.0001217 0.000865212 -9.60587e-05 0.000399617 0.000720519 -0.00103501 0.00223037 -0.00172758 0.00257735 -0.00440434 -0.00251913 -0.00392296 -0.0113039 -0.0175339 0.0354703 0.00777865 -0.00714933 -0.00935156 -0.00054723 -0.00233205 0.00401046 0.000767084 0.0337743 0.00809194 0.00510459 -0.00312879 -6.60202e-05
internal_weight=49631.6 49434.4 49426.1 48115.1 34084.2 29923.5 28944.4 28435.6 18541.6 9416.07 5503.48 3796.71 9125.57 14030.9 11918.6 1706.77 508.827 45.4583 4160.68 530.9 3997.84 5127.73 4562.8 9893.92 5512.99 135.723 4380.93 3468.56 1594.82 5377.27
internal_count=561967 557550 557479 550957 442939 415800 404476 392784 278808 128527 81325 44510 150281 108018 92406 36815 11692 1200 27139 3518 99707 50574 46839 113976 69499 1607 44477 36879 18932 67892
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=31
num_cat=0
split_feature=1 8 1 47 12 21 31 23 24 22 21 26 26 0 8 8 23 13 0 23 18 22 19 9 27 35 8 26 16 31
split_gain=34.8817 38.7501 36.3505 55.048 51.1038 56.1083 50.9145 51.7276 48.1718 57.3447 51.0435 66.3975 65.5212 50.8321 50.359 57.2162 75.2041 103.936 48.2431 70.2453 61.96 55.658 53.6938 60.7325 126.486 52.511 81.4543 52.0842 60.3177 49.1778
threshold=3.5000000000000004 1.7150000000000001 1.5000000000000002 0.11343252714847969 17.144846067183554 2.9480730907552055 -0.13598335509681228 84.726785664304842 5.2828996267745119 12.164182562587213 1.6153287143890969 1.8505908301914611 10.729545205863907 8.9500000000000011 1.1450000000000002 1.2350000000000001 29.288187255938901 15.549951001718926 3.7500000000000004 12.688800532540485 12.311237078027114 246.41887847098644 7.8317627037542454 1.2250000000000003 11.759516389599442 3.6916070280446096 2.1150000000000007 3.4359824578261535 4.3281518689225562 -0.61522904207182127
decision_type=2 2 2 2 2 2 2 2 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 6 5 -1 -4 -8 18 13 11 -11 14 -10 -13 16 -16 -18 19 21 -20 27 23 24 25 26 -22 -5 -29 -30
right_child=1 -3 3 8 -6 -7 7 -9 9 10 -12 12 -14 -15 15 -17 17 -19 20 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0089423185331920698 0.063416348280933718 0.0092503394565352694 0.030600064008559996 -0.017843487486492438 0.0032803748238749105 -0.0085058839339436192 0.00070814323194344541 0.051696592768863806 0.021629551924806839 -0.015148669142214674 -0.00085487952278686221 0.028736500016867225 -0.063700140139213629 -0.018237724372338497 0.12685344908898244 0.065415146336048391 0.60667917165559304 -0.054304706810785364 0.0074236021368907562 -0.027133327973073575 0.14343591223500024 0.059404557761422498 -0.0022813495164800894 -0.020159631898877699 0.64427072141544339 -0.0038448573453068883 -0.0074888593795371513 0.021599361991426341 0.18002517132300047 -0.012057319722064157
leaf_weight=599.99933561310172 35.503778530284762 471.7198742851615 239.27584351040423 586.17754338134546 12236.510870916769 1985.2897256747819 722.54973313584924 53.418880661483854 491.65302883973345 59.853072955273092 24307.0738493182 48.743896616855636 11.194973193574695 95.482771397102624 10.852355418493969 32.490873772883788 2.0424298872239883 0.83906615432351817 1223.2556818827288 536.24448895698879 16.407667360268533 32.216867601964623 3980.7421980232466 950.71300868864637 0.77662711846642096 222.63825856347103 19.64215994393453 254.74132906785235 3.3639098089188328 353.7212428865023
leaf_count=3628 103 2390 3456 13607 64371 10410 8460 338 2130 7848 322822 2870 68 606 189 598 26 72 11243 22629 186 748 43616 26706 18 6875 160 2444 18 3332
internal_value=-3.01785e-06 0.0130418 -0.000137837 -0.00103292 0.00193088 -0.00445647 0.010436 0.00421827 -0.0013832 -0.000295699 -0.000666165 0.0269642 0.0507066 0.0151461 0.064193 0.101582 0.187143 0.414207 -0.00471462 -0.0120313 -0.00269962 -0.00544838 -0.00508519 -0.0143081 0.00713275 0.00521995 0.0612028 -0.00719242 0.00301214 -0.0102478
internal_weight=49585.1 507.224 49077.9 34256.1 14821.8 2585.29 1015.24 775.969 33240.9 25060.2 24473.1 166.017 106.164 587.136 94.9686 46.2247 13.7339 2.8815 8180.64 1766.47 6414.18 1230.22 5190.92 1210.18 259.465 258.688 36.0498 1198 611.826 357.085
internal_count=561967 2493 559474 481065 78409 14038 12254 8798 468811 337229 334493 11671 3823 2736 3755 885 287 98 131582 42778 88804 20149 77561 33945 7239 7221 346 19401 5794 3350
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=31
num_cat=0
split_feature=45 42 0 17 43 38 37 41 37 24 34 29 28 8 19 0 25 21 42 26 19 26 45 21 0 26 31 12 23 24
split_gain=34.6295 50.8868 45.2427 42.6476 59.3263 51.6397 70.3929 81.5192 66.0334 64.0605 55.6186 61.5656 57.0477 53.936 53.613 65.1814 96.9839 120.73 81.7283 70.8389 59.4532 61.5156 55.9542 47.9424 45.0027 45.2612 44.9113 44.1932 43.1953 43.0212
threshold=-1.2007780551081888 3.0529427820315758 4.0500000000000007 881.71773317692157 0.76911140845335868 6.8053869173832124 0.16509937777128139 6.9766536658921519 0.1451334994107831 30.472289874012468 0.18205962408387777 15.065423945968531 0.57581477718842988 4.495000000000001 25.676947215323043 5.1500000000000012 3.2631904682114046 8.2977610629552014 4.6901390773900742 3.3882892127024706 7.7509811421660855 5.5875912002043053 -0.18297000665812077 5.1081981150989195 4.0500000000000007 7.298485409650076 -0.61522904207182127 411.80272826170886 11.77629332621836 2.4997703227531871
decision_type=2 2 2 2 2 2 2 2 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 6 9 10 14 13 -8 12 -12 26 15 16 -7 18 29 28 -17 27 -21 -24 25 -11 -3 -22 -20 -18
right_child=1 3 -4 4 -6 8 7 -9 -10 24 11 -13 -14 -15 -16 20 17 -19 19 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018383961715118882 0.012066866970021815 0.051239261679560812 -6.6770027779223731e-05 0.0076840928734547218 -0.01096748959390817 -0.0056095452687460398 0.0044462893292528836 0.0088853606129015682 0.0089925344460731315 -0.014616578241641016 -0.0092033304538794158 -0.0072955298359524386 0.00077911416705637104 0.016032100831079438 0.0069391177474861683 -0.018999383025524952 0.24127290470221743 -0.012091979893904908 0.019558112242683133 0.0090611581722256432 -0.00013752922147562867 -0.013619061412382416 0.041401334425515905 0.014142412422275178 -0.00052063373289465713 0.038264079250201311 -0.0094939600587883345 0.028362136919060216 -0.025653770037803128 0.062290090463156311
leaf_weight=583.90984614391346 889.70981006720103 30.642645101528615 797.57305509923026 558.49428187240846 1801.7421613539336 1673.4021858227206 4428.2987262744573 2511.8348860706901 3364.4355057979701 52.353447010391392 1604.5986155839637 3989.5835298568709 13245.094121227157 223.94396568648517 2712.9021044594701 707.53039399173576 3.5543379015289238 460.52393958624452 79.356183958123438 681.18903462332673 1945.4674313709838 926.8451122334227 370.09218587563373 285.91970018134452 491.44697440625168 178.18405078025535 4600.9603733702097 146.24972038448323 158.03722970408853 60.585820399224758
leaf_count=6634 8326 259 6503 5024 19505 51389 45021 30313 30657 1982 27711 41394 91661 984 22869 15435 57 3376 1933 9514 24898 6595 4442 2859 5844 1056 80655 2179 12077 815
internal_value=-3.71918e-06 0.000220067 -0.00780888 -2.80207e-06 -0.00655403 0.00034132 -0.000774 0.000327925 0.00291739 -0.00586711 -0.000595887 -0.00178108 -0.000299549 -0.00793339 0.000915817 -0.0012633 0.00336947 0.010527 0.0168835 0.0146298 -0.00595396 -0.0028962 0.0190983 0.0295207 0.0080292 0.0262553 -0.00909215 0.00185512 -0.0105403 0.0722085
internal_weight=49564.5 48183 1381.48 47293.3 2360.24 44933 31356.9 25779.4 13576.1 5577.53 23267.6 18839.3 14849.7 4855.55 10211.7 7498.75 3772.66 2099.26 1638.73 1574.59 3726.09 3018.56 1337.2 656.012 721.984 230.537 4631.6 2091.72 237.393 64.1402
internal_count=561967 548830 13137 540504 24529 515975 326880 236100 189095 90780 205787 160766 119372 81898 158438 135569 86462 35073 31697 30825 49107 33672 16815 7301 8882 3038 80914 27077 14010 872
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=31
num_cat=0
split_feature=49 7 38 37 37 38 34 46 40 31 34 41 33 39 18 20 9 47 39 8 12 18 43 40 49 7 36 37 27 12
split_gain=34.1904 59.4801 54.5445 80.9957 73.526 89.5866 62.8287 58.0269 53.1023 56.597 50.5957 59.9679 52.7774 71.2777 53.8548 52.8009 49.0734 49.0769 59.803 50.1484 47.9506 47.9226 47.0676 48.5679 46.0396 45.8053 56.9096 47.829 44.353 43.2959
threshold=0.22516096074812811 6.5150000000000006 4.017757478109794 0.32129380006411362 0.1508556904165049 8.7170944978004297 0.37542133961880769 0.0061699830488579936 0.19664265191832409 -0.61522904207182127 0.21527550353682098 3.3947679506897521 214.30316034129373 318.5601786562882 5.9902716027384573 2.4788153312385122 4.6850000000000014 0.33990017076745688 2455.8336894522477 2.2350000000000008 10.252702202953614 24.423875309046789 10.002276967430083 0.35972543032042714 0.64371597744465492 2.1550000000000007 403.00410534731083 0.32739055614982354 2.8663980889770895 48.649288541445664
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -5 -7 9 -4 25 -12 13 14 -13 -14 17 18 19 28 -21 -11 23 29 -20 26 27 -6 -8 -2
right_child=2 -3 4 6 10 7 16 -9 -10 21 11 12 15 -15 -16 -17 -18 -19 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0047015902957172409 -0.015608054228614228 0.0076726099681497439 0.06511473463228562 0.0069208223749694835 -0.0074644305113026948 -0.005882939016269146 0.054766385877644513 0.0043204669949613887 0.00045598720549818307 -0.02044194995191833 0.0096331716671576115 0.020393701471639814 -0.042720433883575284 0.013940323654004614 -0.0025386014697433251 -0.0062940093375523148 -0.092745818247570638 -0.0055237544132348791 0.10968934929721937 -0.11680317569964423 -0.0012552371757910954 -0.0066922714700762918 0.018215170432785519 0.013147764312198185 -0.019239640712267959 0.0086666893341755466 0.014711962553240183 0.077687783277991113 -0.018571886026592155 -0.0040256850078290492
leaf_weight=6964.6827802596381 2068.7366027060198 1128.4813613495789 25.656770332716405 2508.7484253884759 1193.0822650461923 1731.8447600386571 78.721134923631325 7130.364983565989 2414.445253033191 787.92980446037836 1703.7843986067455 273.00487311067991 106.32714217004832 958.31091689609457 4114.3675576361129 1545.4729100074619 15.391156876459716 2769.0298852773849 26.147349923849106 9.3689040318131429 215.53365840110928 3237.9014862697804 158.61319895926863 220.08242821181193 9.4183384049683792 6332.0029674082762 439.96647374762688 16.721829885151237 27.930425818776712 1322.7475108981598
leaf_count=88770 19857 7856 256 15185 27182 18623 508 92884 17858 18113 8518 1335 1935 9082 45177 13876 141 19597 81 76 1114 68146 965 1052 87 63316 4208 92 320 15757
internal_value=-3.64585e-06 -0.00297618 0.000576861 -0.00276517 0.00156142 -0.000938534 0.0010166 0.00232653 -0.00541363 -0.00891157 0.00385835 0.00122112 -0.000827091 0.0015867 -0.00111164 -0.0086388 -0.00368339 -0.0032463 0.0139316 0.00732215 -0.00606869 -0.00938334 -0.00844288 -0.00961365 0.075547 0.0067333 -0.000687264 -0.00628746 0.0355602 -0.0110907
internal_weight=49534.8 8093.16 41441.7 9430.47 32011.2 15328.1 5660.29 8862.21 6465.93 4051.49 16683 8701.27 6997.48 5345.68 4387.37 1651.8 3151.54 3136.15 367.12 331.554 224.903 4025.83 3770.18 3611.57 35.5657 7981.77 1649.77 1209.8 106.652 3391.48
internal_count=561967 96626 465341 74740 390601 215880 37109 111507 104373 86515 174721 79923 71405 55594 46512 15811 21924 21783 2186 2018 1190 86259 37631 36666 168 94798 31482 27274 828 35614
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=31
num_cat=0
split_feature=0 8 42 33 46 34 40 19 24 0 31 46 7 33 26 26 47 36 22 23 8 26 13 7 42 8 35 35 40 16
split_gain=34.1881 57.4395 40.6167 51.0736 45.2464 51.3711 80.3997 76.4715 87.564 60.5349 54.2787 53.675 52.7306 60.4557 62.9002 58.4832 56.3837 54.6581 54.9429 50.661 56.0039 74.849 59.979 51.5327 48.4245 47.7327 46.8682 46.161 46.0176 49.6365
threshold=16.550000000000004 2.1250000000000004 3.0529427820315758 2314.6245559923173 0.0061699830488579936 0.21309250269354713 0.19664265191832409 8.775839913341775 20.454979369803777 8.4500000000000011 -0.54879856812894734 0.03634296677701402 4.8850000000000007 184.68743299445734 5.8130237405748071 44.645222937331518 0.57525751693953719 666.41012615290822 38.810157160008849 10.742864100778929 1.7350000000000001 11.919958040928233 43.380431212504014 1.4150000000000003 9.9950906700653324 1.8050000000000004 4.7365524321902255 2.9803960365886173 0.37349779676103106 12.813276640997584
decision_type=2 2 2 2 2 2 2 2 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 -4 6 7 8 10 19 -6 -7 13 14 26 16 -15 18 -18 25 21 22 -21 -22 -11 -9 -13 -16 29 -29
right_child=1 -3 4 -5 5 11 -8 9 -10 24 -12 12 -14 15 27 -17 17 -19 -20 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.017296351575344159 0.017532528107030581 -0.01644905604968781 -0.0047491874743101695 -0.0052087057612259574 0.047860202815615933 0.0033937368685850616 0.0056600391808695298 0.024616830613999927 0.029392599076723543 -0.0066634952468686559 -0.011452156953385858 -0.010113074714962589 0.0025992655385747199 0.0013065953150368358 -0.0070254899072728881 0.01490344362447002 -0.0074958127106286342 -0.0041466584412029155 -0.023862066606855713 -0.0079765419206209286 -0.061401031409302087 0.012323531816541326 -0.030822368484238912 0.0014511483805067964 0.01233139842650635 0.0028921032875209264 0.0035708879519150021 0.00037971876222878635 0.016669080984320527 0.030690193088583385
leaf_weight=735.51067639596295 152.80053405580111 667.99461740721017 4632.236195738893 383.5756675042212 39.214147767517716 4486.3396293007536 9261.3796496019932 348.79596070572734 146.07153583934996 411.99018003384117 2357.8866867067409 2553.3369684420759 3467.2559655243531 808.78594945115037 983.84495716984384 239.44469531346112 805.83831203985028 1069.3207725842949 1410.2126397347311 1849.7346009500325 32.817548134829849 387.17958087939769 340.11937305249739 5216.6816412324551 1807.9359175030841 919.07210831181146 828.86972900026012 2311.6909092487767 701.8109099525027 143.45061225444078
leaf_count=6831 1023 4057 44364 3917 577 36661 70734 8132 1902 4821 80853 32327 21172 7476 5919 1154 4568 8429 18828 86149 431 2995 21222 38197 12715 4941 11636 16120 3085 731
internal_value=-3.48879e-06 -0.010123 0.000167135 0.00958257 -5.44038e-05 0.000452184 0.00205327 -0.000357242 -0.00819161 0.00140372 -0.0104819 -0.00141631 -0.00282454 -0.00441064 -0.00170084 -0.00911477 -0.0105195 -0.0134308 -0.0179107 -0.000403204 -0.00190521 -0.00794183 -0.0115249 0.00105822 0.00880619 0.00886867 -0.00675958 0.00243114 0.00537824 0.00215072
internal_weight=49501.2 820.795 48680.4 1119.09 47561.3 42929.1 23118.9 13857.5 2543.17 11314.3 2397.1 19810.2 15323.9 11856.6 7523 4333.6 4094.16 3285.37 2216.05 9094.4 7826.53 2577.03 2189.85 5249.5 2219.93 1267.87 3382.21 4140.8 3156.95 2455.14
internal_count=561967 5080 556887 10748 546139 501775 333669 262935 83332 179603 81430 168106 131445 110273 69818 40455 39301 31825 23396 162067 148994 110366 107371 38628 17536 13073 43963 25855 19936 16851
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=31
num_cat=0
split_feature=33 22 36 16 37 38 17 36 31 45 38 45 26 47 8 0 39 22 0 35 12 17 41 43 25 33 26 8 42 0
split_gain=33.1162 80.189 76.7724 69.7588 54.5146 73.6764 62.6716 72.8896 77.6213 66.4534 57.5205 61.8578 52.5883 52.7158 52.5174 68.9303 51.8131 95.3151 80.0205 78.6637 62.1839 61.9747 55.9434 53.4589 65.3332 50.5665 51.9169 80.1079 84.5013 72.6391
threshold=4995.0427430512873 41.697523627736338 6961.7042804454886 7.5298398998473681 0.08546104364321444 11.757168258051566 384.70234038866636 601.82006148971971 0.058547034214405901 -0.054887137760905251 13.645349938528369 -0.26459645447944385 3.1139088588953316 2.5879539953658726 1.9350000000000003 6.0500000000000007 1271.9144447733695 88.202598789557769 4.0500000000000007 12.02293796963758 68.352507956229587 58.988640586827891 5.1125452284704123 6.8110712801330022 13.779727123029502 512.89344252407079 3.6040026100829814 1.9950000000000003 12.639392259565074 3.3500000000000001
decision_type=2 2 2 2 2 2 2 2 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 4 -2 10 6 7 16 -9 -8 12 -12 -1 -14 15 -10 17 20 -18 23 25 22 -22 -19 -25 26 -6 28 29 -28
right_child=1 -3 -4 -5 5 -7 9 8 14 -11 11 -13 13 -15 -16 -17 18 19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.033157489007550792 -0.01127487542557639 -0.0027696111665838526 0.010736585301481501 -0.068546641705029276 -0.004719592251535459 0.014231824146878225 0.0030745515489602596 -0.0056954149003211703 0.0056658105516402381 -0.0084600724788728258 -0.0074039482321751615 0.013269863443000369 -0.0023004218885323466 -0.027812149683677945 0.0054164443480489962 0.029453159786324425 0.02647411918252229 -0.010727135924254828 -0.0037041677460964125 0.025231317327056874 0.0066344395640253601 0.0017062267282101991 0.02564019273653996 0.016233645043363588 -0.027572184744187513 -0.015475440860023053 0.051575985492017508 -0.0013024930993798028 0.0033344037174067123 0.014201307943570033
leaf_weight=292.39654331980273 128.93338009901345 1696.0731699514436 1685.4609307842329 90.480998840648681 4944.2825592218433 931.32640885550063 1824.3198659943882 1271.5467797531746 629.95676664437633 3957.2887345477939 1064.5728971101344 548.10895390517544 755.64225604501553 276.61266154889017 4320.8450563661754 589.57856161624659 447.54229323368054 3801.7511799790664 431.39707242778968 177.79324800998438 1154.6671188010368 4021.2312329000561 582.51463314448483 390.20579593139701 108.86189658183139 571.9614755383227 158.97377212485299 8876.5476217290852 3003.1763309291564 713.39385496138129
leaf_count=16800 866 16145 12060 590 72229 9002 21492 18235 10233 37966 17585 7957 11361 2377 22086 4211 4337 103659 4122 5862 8360 48407 6562 3776 1451 4770 1768 44160 34746 8792
internal_value=-3.46557e-06 -0.00644919 0.00025629 -0.0348923 -0.000128998 0.000322104 1.3501e-05 0.000785627 0.00544571 -0.00482045 -0.00671879 -0.000377453 -0.014439 -0.00913678 0.00800266 0.0171657 -0.000294684 -0.000663363 0.0116621 -0.0073601 0.000584917 0.00511556 0.0130075 -0.00870741 0.00667826 -0.000843199 -0.000370273 0.00131606 0.00731359 0.0210122
internal_weight=49447.4 1915.49 47532 219.414 45846.5 42909.2 41977.8 36196.2 6811.93 5781.61 2937.33 1612.68 1324.65 1032.25 5540.38 1219.54 29384.3 28505.4 878.939 4478.61 24026.7 5758.41 1737.18 4300.82 499.068 18268.3 17696.4 12752.1 3875.54 872.368
internal_count=561967 17601 544366 1456 532306 476226 467224 407766 54765 59458 56080 25542 30538 13738 36530 14444 353001 344542 8459 114748 229794 63329 14922 108886 5227 166465 161695 89466 45306 10560
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=31
num_cat=0
split_feature=23 24 0 17 18 45 38 17 36 38 37 8 37 9 36 49 49 8 47 25 43 34 20 8 8 16 26 23 25 26
split_gain=33.2377 47.7949 52.618 54.2925 49.3075 44.8422 76.5909 88.5413 77.3839 65.3748 67.64 73.5022 65.5677 65.0844 60.5104 81.1797 61.1555 59.3538 55.2916 55.0012 63.1034 62.4382 53.9896 53.5053 51.3879 51.1036 51.2452 55.1261 53.8452 51.2051
threshold=3.8429905407951819 3.8641165977788341 3.7500000000000004 24.618722708659451 142.05313192014415 -0.79382700933208949 10.227700571053999 377.99695241704745 355.15747075206576 4.8429824143840055 0.26938452845725602 3.3050000000000002 0.1141354982727681 1.3350000000000002 636.32711396495176 0.8700550511555375 0.17188436833823215 2.2350000000000008 0.14436092295914163 4.1044954700952667 1.8758396869146059 0.09725076612512587 0.51959034980011809 1.9750000000000003 1.175 8.5764095688555351 6.2181615072566139 14.672340646419803 9.6402651035678506 5.5016283057421083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 9 13 10 11 25 22 -8 15 16 18 -12 -14 21 -21 -9 -11 -10 -18 26 28 -28 -7 -27
right_child=1 5 3 -5 -6 6 8 19 23 12 17 -13 14 -15 -16 -17 24 -19 -20 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0063885924957057458 -0.013290072013462707 -0.0049382124260248343 0.0096119499887089357 -0.0040795871782567999 0.088127887777874281 -0.014016179949464126 0.27757969812134581 0.015896606731458054 0.013763850244454654 0.28418541853764839 0.0097727618395257298 0.0043597928269067734 0.040994634253578383 0.03900715952115516 0.011509170466979468 0.023450184774542818 -0.011281008342297351 -0.00047223701066247803 -0.012745203320880097 0.000401205163353033 -0.01653528460227369 -0.016964791230165061 -0.0076550472122757923 0.0019473864627783069 0.0043972773078717088 0.031727623163623812 0.0080615868596928472 -0.01118199948620629 -0.042815741231287334 -0.0026539926549871175
leaf_weight=1953.4217707267962 1476.1639597391477 3613.7789079053327 867.61681934376247 4376.0634088045917 12.082684147171674 1690.4730380438268 4.7789091292070207 161.03975441621151 1707.3699697647244 1.5867845537140954 1876.1772618333343 1605.3300983598456 50.506572605343536 7.1148843874689192 2648.3959878099849 462.28239785705227 559.88187488389667 5735.5066433106549 914.71331734850537 3200.7000128285727 664.09001066861674 1411.6793462941423 1232.6951314551989 2182.6702008866705 7857.5859839078039 119.29916966613382 559.86931693693623 1109.9859280858655 179.53549316595308 1173.8217876413837
leaf_count=10972 28398 38168 5355 54676 66 35422 115 3521 36449 63 20598 7161 420 224 17708 5118 34903 31594 14575 29795 7179 17437 27183 12068 86209 957 3382 12657 8748 10846
internal_value=-3.3005e-06 -0.000266371 -0.00416917 -0.00181419 -0.0124667 0.000378677 0.000896338 0.000117865 0.00752308 0.00126003 -0.00113763 -0.00490977 0.00371399 0.134865 0.00480012 0.00299532 0.00198752 0.00205302 -0.00993319 -0.00571689 -0.00250901 -0.0135999 -0.00727986 0.00713373 0.00335445 -0.00798877 -0.0110963 -0.00473001 -0.0167812 0.000517944
internal_weight=49416.2 47462.8 6731.93 5243.68 1488.25 40730.9 37117.1 33215.2 3901.93 27777.6 14050 6438.31 13727.6 11.8938 12493.4 9844.97 9382.69 7611.68 965.22 5437.51 3864.79 1572.72 1234.28 3890.04 8417.47 4832.98 3539.86 1669.86 1870.01 1293.12
internal_count=561967 550995 88495 60031 28464 462500 424332 375476 48856 317544 131365 79173 186179 339 158933 141225 136107 52192 14995 57932 36974 20958 27246 48517 121112 72012 60209 16039 44170 11803
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=31
num_cat=0
split_feature=24 22 39 20 19 41 28 34 31 26 28 25 29 17 43 12 19 15 13 31 8 21 0 21 26 26 0 31 26 8
split_gain=33.0644 78.4758 70.4349 76.6375 63.6156 65.1116 58.9461 52.7562 52.0799 49.5609 56.9256 49.4104 52.72 74.404 71.0935 66.0617 57.9376 53.0034 49.4227 74.898 52.334 116.802 98.6777 93.8554 130.639 112.708 102.514 85.2283 85.1053 80.9237
threshold=19.283047696957457 323.46836020593946 2682.0031586110122 2.6037894911179578 8.5214497552560804 5.4579893495198357 0.22350820699075638 0.91990122346397907 0.74769084722388002 3.3657448028044121 0.13731798061790637 29.274001934581317 7.5841641762071719 169.38334592482229 1.6123445526488032 102.22082875365636 22.844063497307879 3.1022893130073839 44.690809387910335 0.24594957202229517 1.5950000000000004 3.800063343134096 9.5500000000000025 1.9048043063378604 2.4609302684983256 3.2499742718852409 5.3500000000000005 0.600252366246251 10.145593110229568 1.0950000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 -2 7 -1 -4 10 -6 12 13 15 -15 -8 -16 -17 20 -20 21 23 27 24 -14 -25 28 -23 -26 -27
right_child=1 2 8 -5 9 -7 11 -9 -10 -11 -12 -13 18 14 16 17 -18 -19 19 -21 -22 22 -24 25 26 29 -28 -29 -30 -31
leaf_value=-0.02402084248374858 0.0065200294269899765 0.036136527085796392 0.0094871660986022253 -0.020297381003802573 0.1878640508638009 0.050538661579379897 0.0029064474458540563 0.49314780514064016 -0.011628797877472501 0.0045523962024429264 -0.019541647125366199 -0.026164039981789174 -0.0016050167759946964 0.00068571298569232919 -0.025145227717594355 0.03256191502731768 -0.0036278979447270246 0.0093442737724912083 -0.022628617279125809 -0.0011285849849143892 -0.0024786296453244427 0.0030965553516844185 0.039921344780942919 -0.027085400382696845 0.061957484649319321 -0.028581853118349206 -0.062942674182551284 0.027881567796137055 -0.12794643488376012 0.010908338112719618
leaf_weight=289.34482476423727 191.24222104030196 64.656358833191916 799.33051289385185 864.88854820549022 3.3489846180891609 149.82322177640162 7936.2678499349859 0.49395821616053481 460.07291132444516 7677.3859815289034 272.39205726247746 186.73297034320422 918.21225502208108 3396.6276318981545 563.18503261479782 321.59951669187285 703.78180941438768 1043.1290912816767 694.78242151578888 971.44166065263562 17580.973106415244 2018.1655939846532 257.17211134242825 711.3255948307924 171.20105130446609 172.10398841707502 20.400503466953523 418.83674434514251 6.1102450955659142 526.88831832644064
leaf_count=17495 1599 1321 5468 14946 264 1566 66474 3 2853 61495 8184 3190 37732 29224 8424 2940 5153 9394 18293 8880 122584 47491 1986 52737 3241 9973 781 5061 52 13163
internal_value=-3.5216e-06 0.00248878 -0.00593218 -0.016372 0.00471118 0.0258565 -0.000675019 -0.0231395 0.00177329 0.00380437 -0.0170226 -0.000506421 -0.000381757 0.00206952 -0.00308465 0.00465386 -0.0131927 0.0148155 -0.00178079 -0.0100937 -0.00117332 0.0032226 0.0104647 -0.00450096 0.0063334 -0.0130737 0.043201 0.00735625 0.0554133 0.00118517
internal_weight=49391.9 10483.1 2188.95 929.545 8294.19 341.065 38908.8 289.839 1259.4 7953.13 275.741 38618.9 38432.2 13964.6 4663.59 9301 1266.97 1364.73 24467.6 1666.22 22801.4 5220.42 2694.17 2526.24 1115.92 1410.32 197.712 2437 177.311 698.992
internal_count=561967 97696 24588 16267 73108 3165 464271 17498 8321 69943 8448 446773 443583 121609 42801 78808 13577 12334 321974 27173 294801 172217 54538 117679 41806 75873 4074 52552 3293 23136
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=31
num_cat=0
split_feature=30 9 33 24 7 39 33 0 34 49 0 8 29 1 12 8 31 23 36 49 12 46 31 16 8 8 17 8 31 49
split_gain=32.4445 45.0091 47.6358 39.3467 36.3365 57.6036 51.5079 49.4417 47.6492 42.0408 41.3076 49.2405 44.5761 45.1943 43.8846 42.7222 62.9463 64.684 95.825 59.5205 50.4491 45.817 45.5602 81.8912 67.8394 62.7607 65.5477 61.978 68.6939 68.5241
threshold=-0.1683228945729647 1.3950000000000002 2126.5540822067901 41.852800270239683 1.7950000000000002 753.27615023998931 417.14614905713756 3.7500000000000004 0.1262189621534105 0.18835655980643343 16.550000000000004 2.1250000000000004 23.705211328040317 1.5000000000000002 15.639297742495527 1.1050000000000002 0.89469132668392526 7.4274960783379198 304.55771448130309 0.51377617974354306 9.267100496722156 0.057472891527056411 0.74769084722388002 15.601258465414251 2.0150000000000001 4.4150000000000009 225.3786288537942 3.0350000000000006 -0.61522904207182127 0.37906486856037908
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -7 12 -12 13 14 -6 16 17 18 -15 -18 21 -19 27 24 -24 26 -26 28 -17 -30
right_child=4 3 -4 -5 10 6 -8 -9 -10 -11 11 -13 -14 15 -16 22 19 20 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0020092074729484741 -0.0067719863920458244 -0.011801146886619989 -0.022406801593453068 0.01492192188689043 -0.0039976931494166658 0.25996273485338117 -0.0011081993627204982 0.0062303265001336754 0.035229505370665957 0.083270724553417871 0.016155393548008403 -0.016177736254090077 -0.0040988809702003732 -0.024385602085351323 0.0057128140989147654 0.050474825482875775 -0.064057294074662471 0.045725520951735737 0.085284886618266692 0.11457352642922279 -0.022310004195151511 0.4352014574616363 0.0085982149192468365 -0.02714302400945693 -0.00079444725208170034 0.0043898629897622518 -0.011331080062978534 0.008752847105435951 -0.004328059368617145 0.0035961378187171901
leaf_weight=2590.6211822851328 3414.1982416876126 1802.8591004526243 216.45867122325581 149.13971918169409 1338.1733376751654 4.1538399446290013 473.61288213077933 137.99909064092208 98.30358994891867 17.760714984964579 143.49120250158012 656.43712126370519 3737.0390277480474 42.52222937415354 8913.8471362828277 69.505581771954894 6.3352519185282317 2.4064566085580732 37.467930020065978 17.669990279013291 551.60903351154411 1.1003806109074501 1564.3533369707875 307.68779626162723 3356.1201734733768 2234.7513809399679 2634.8257221712265 3215.7488560276106 4369.7056069528917 7262.3433493085904
leaf_count=41111 58556 35094 3219 1250 6856 40 12025 1960 1037 297 949 3976 61067 1697 43760 469 280 52 824 212 42486 15 13923 1715 16242 13791 12616 16969 70870 98609
internal_value=-4.01865e-06 -0.00392837 0.000126448 -0.00975941 0.000414646 -0.00404339 0.00868631 0.026651 0.0500921 0.116762 0.000871435 -0.0103778 0.00109831 0.00163892 0.00444532 0.00051829 -0.0120469 -0.015051 0.0269848 0.0674309 -0.0211082 0.167936 0.000849366 -0.00174419 -0.000945938 -0.00276103 -0.00542847 0.00260498 0.000915462 0.000619327
internal_weight=49368.2 4759.08 2807.08 1952 44609.2 4146.03 731.83 258.217 120.218 21.9146 40463.1 799.928 39663.2 35926.2 10252 25674.2 659.111 635.106 79.9902 24.0052 555.116 3.50684 25015 10097.7 9790.05 8225.7 5990.95 14917.3 11701.6 11632
internal_count=561967 80674 44330 36344 481293 73915 15359 3334 1374 337 407378 4925 402453 341386 50616 290770 45566 45074 2521 492 42553 67 245204 58287 56572 42649 28858 186917 169948 169479
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=31
num_cat=0
split_feature=43 0 17 20 38 0 12 8 45 17 12 40 25 12 21 29 14 33 21 0 26 38 39 39 45 24 21 38 31 24
split_gain=33.21 66.736 65.1629 66.5943 75.0389 63.7492 55.6401 54.0424 59.0475 53.4485 62.2752 51.7397 50.1572 55.3454 48.4089 64.8408 46.7213 46.542 49.9592 48.0575 74.856 55.4811 46.9973 53.8448 46.0914 55.3335 50.4345 83.4134 45.1723 55.2243
threshold=2.1209610901918601 13.15 38.87315078691838 5.1329158657192453 3.5693404412497887 10.65 64.219796594770955 5.0550000000000006 1.3716047368715703 249.67936984619948 121.44680922578856 0.35302802999744615 8.9069546988685016 146.96591490386072 4.9555487499492576 8.4090992777846463 28.854963298959451 700.37008602714138 6.8709908187627846 3.5500000000000003 3.8750515526314691 5.6148136735800991 277.44763808670245 146.0152387685597 -0.3006425797156615 3.2686767346732095 0.88059403522121149 5.5899277374404317 0.014609832612046248 58.095465149178736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 24 7 6 16 8 -5 10 17 28 13 -3 15 -10 -2 18 19 20 -6 -21 23 -22 -4 26 27 -26 29 -1
right_child=2 12 3 4 9 -7 -8 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0052444047796348829 7.3471600850619102e-06 -0.01517017823031537 -0.016160897627651393 -0.018384975868643638 -0.038255875777841106 0.019072460152355454 0.010999469359820664 -0.00060699388940377839 0.024420611419382881 -0.0087892075508971962 0.010125478061758481 0.0081109305811694603 -0.041396309010263088 0.012495012631949548 0.007386596196438608 0.41365690955124923 -0.031838002765971485 -0.015808054604057053 0.0038798824455611673 -0.017676171071300789 0.03381180381009468 0.0013043547444975231 0.052621860345743655 -0.033960079344351225 1.057254663900447 -0.002776907277491364 -0.02524305748644224 0.098554202394266766 0.0021699136581299766 0.025292706864089933
leaf_weight=3549.3860268564313 6744.3227228899486 620.56225486169569 1288.7211896799272 1343.36820576014 55.756993984803557 533.03529668599367 1233.0951481400989 1226.8034955416806 2.8090585613390422 1251.9006686172215 1953.8158512188238 2942.6131942841457 121.46972503082361 255.09607700596098 186.74037725618109 1.7282033928204326 117.17737734969705 435.75574648729526 4565.6780690210871 870.17962073185481 71.131951997056603 690.52827818877995 96.875770385377109 49.845211205189116 0.2437763162888581 2976.2048213917296 361.30471945303725 3.2748957842122763 15648.71100702096 154.49635243136436
leaf_count=95389 52885 4244 25044 14185 3548 2917 10075 7550 64 12772 21073 16589 1030 1521 1319 20 863 3827 28214 20425 786 10027 1656 1518 6 54530 7172 120 161131 1467
internal_value=-4.01896e-06 0.00136791 -0.00123023 -0.00298915 -0.00113078 0.00232376 0.00122085 -0.00843021 -0.0146841 0.000876595 0.0022533 0.00193391 -0.0112874 -0.00711078 0.0113074 0.172677 -0.000536492 3.24711e-06 0.00107979 -0.00588974 0.0134392 -0.00927832 0.02667 0.00588832 -0.00812819 -0.00502977 -0.0234084 0.164974 0.000994676 -0.00397064
internal_weight=49352.6 23292.3 26060.3 17432.7 12802.9 8627.63 8094.6 2761.45 1534.65 10041.5 8789.57 22295.2 997.128 875.658 191.278 4.53726 6861.5 6835.75 6400 1834.32 273.61 1560.71 217.853 120.977 4629.75 3341.03 364.823 3.51867 19352.6 3703.88
internal_count=561967 281371 280596 213856 126984 66740 63823 23138 15588 103846 91074 274576 6795 5765 1403 84 53748 70001 66174 37960 7508 30452 3960 2304 86872 61828 7298 126 257987 96856
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=31
num_cat=0
split_feature=1 7 9 0 21 26 21 16 26 42 30 8 7 35 28 32 18 12 47 46 49 7 0 43 41 40 0 34 27 33
split_gain=32.4803 37.1823 32.8685 55.94 61.6506 94.5698 55.8225 49.2239 68.4494 46.5012 46.2148 64.3241 50.1529 41.8188 41.7807 39.9808 49.3248 48.1279 55.9282 45.5264 43.8591 60.9768 49.5483 47.629 44.0117 84.832 66.2676 58.3985 57.3695 49.0759
threshold=3.5000000000000004 3.1650000000000005 2.2250000000000005 3.9500000000000006 10.908211597012821 6.8689266787134757 16.313052947640038 2.9003421358463219 2.9567942392070625 2.645995050154609 2.6205940137412158 1.5850000000000002 3.7050000000000005 1.7440331843305847 0.16618706563752858 0.075616494407262771 20.655635043784951 274.67554969001066 0.28213260754512487 1.0000000180025095e-35 0.83318176294004687 2.8650000000000007 16.350000000000005 6.6647159375282561 5.0026450774939386 0.26928819517093155 7.1500000000000012 0.25456886151019315 3.2643232540186333 383.124653235013
decision_type=2 2 2 2 2 2 2 2 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 14 4 5 7 9 8 -4 -5 -11 -12 -13 -8 -1 16 -16 20 19 -19 21 23 -22 24 25 -17 27 29 -29 -27
right_child=1 -3 3 6 -6 -7 13 -9 -10 10 11 12 -14 -15 15 17 -18 18 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.027169925743639634 0.060999881629248055 0.0088102745561485125 -0.01985854331794068 0.037516393403384918 -0.022211370717018605 0.012190178710486679 -0.050035130466079797 -0.022306009699859713 0.019043184011266406 -0.0076749269592315712 0.023726642881480717 -0.014317668463215914 0.0032359156745718886 0.0094784125533948285 0.0017949651674914421 -0.015836660209258623 -0.0086821082124345864 -0.029353968980456363 0.0043325131145580285 0.028361607599942381 0.0078525509315778442 0.0019247286087674268 -0.048598192676733619 0.0053592517973835956 -0.00083789717630543845 0.016700850297758224 -0.01947506158576167 -0.00041620733814620378 -0.023844829938848119 -0.011477527966051844
leaf_weight=136.08346834476106 36.81563515542075 467.44802170619369 227.97224360652035 70.260717801051214 679.82508710562252 567.72668534331024 30.153518475592136 613.13200537167722 224.36176932405215 2902.4794459936093 291.26849609124474 550.31942997593433 1561.5645979705732 1399.4077209108509 2087.4773242769297 1847.794462672784 2432.3446079235291 37.348047615028918 3001.5407924322644 401.25986442738213 2424.4509773801547 17059.146514833788 39.504751171218231 1585.2501055962639 5471.9058412373415 738.02195513853803 479.85232247016393 1437.5496607573004 319.33615829446353 195.43430456961505
leaf_count=9341 96 2397 7623 416 4015 3476 204 11991 2777 32746 5494 3558 8003 8089 24776 27815 42735 460 43337 3832 22271 145467 284 8800 117468 4140 3323 11835 3840 1358
internal_value=-4.08846e-06 0.0126206 -0.000134508 -0.00284156 -0.00955908 -0.0042925 -0.000558425 -0.0130752 -0.000562934 -0.00289362 -0.00342875 0.00169969 -0.00133824 0.0082231 0.000487348 0.000582491 -0.00384328 0.0011534 0.00676956 0.023447 0.000541959 2.29873e-07 0.00694747 -0.0027186 -0.00393934 -0.00732134 -0.00235806 0.000694951 -0.00467466 0.0108012
internal_weight=49317 504.264 48812.8 9118.47 2313.02 1633.19 6805.45 1065.47 452.334 5375.89 5305.63 2403.15 2111.88 1429.56 39694.3 39558.2 4519.82 35038.4 3440.15 438.608 31598.2 29134.3 2463.96 12075.1 10489.9 5017.99 3170.19 2690.34 1756.89 933.456
internal_count=561967 2493 559474 88392 29882 25867 58510 22391 10400 50217 49801 17055 11561 8293 471082 461741 67511 394230 47629 4292 346601 324046 22555 178579 169779 52311 24496 21173 15675 5498
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=31
num_cat=0
split_feature=33 23 17 0 24 0 43 30 18 22 34 37 38 8 37 31 38 45 8 32 26 34 31 23 37 45 31 39 0 4
split_gain=31.3715 30.8848 46.4483 58.4739 43.9345 47.6728 48.2915 46.5998 45.0351 44.9571 46.8995 65.0009 75.9493 80.4206 71.8312 68.7972 63.8564 68.0457 59.4301 59.058 58.7343 53.7437 67.8121 52.6554 69.6584 51.5768 48.6532 73.3492 66.6956 47.7422
threshold=1.0000000180025095e-35 3.4075737895381164 33.971894001556876 9.7500000000000018 3.8641165977788341 3.7500000000000004 4.0557516692572806 -0.58786864507660408 142.05313192014415 14.603898868120559 0.26620343755899772 0.28697887016966611 4.480343492112997 2.2550000000000003 0.15666407583174488 0.6481122724803855 8.7170944978004297 -0.68867477911585662 1.9750000000000003 -0.051918587532442516 11.406365040636141 0.074504116064069953 -0.1277431308557179 16.032794500022945 0.093969939440561631 2.8639694156937123 0.78085680248357259 1965.2377630416443 7.6500000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -7 -3 -6 11 12 13 20 16 -15 -14 -18 23 -12 21 22 -11 24 -19 -22 27 29 -29 -21
right_child=1 4 3 -5 9 6 -8 -9 -10 10 19 -13 14 15 -16 -17 17 18 -20 26 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.098198335908383727 0.0010226169690821317 -0.012437235839875063 0.02444521514423045 -0.038023050742958212 0.0068303175914644467 0.041060949374933368 0.0054405331393947648 -0.0055039499705419187 0.084641691414147499 0.17692875225055216 -0.022243205034126846 0.0098142225113620543 -0.0040031869273732985 0.0088431031272081986 0.0054296223364325834 -0.0080058945601919219 -0.0037147390484364878 0.0071765928754038118 0.00094411639923002398 -0.00092123798134514142 -0.002697347951221887 -0.021165213997812737 -0.017114277585473577 0.0068979001589401711 0.038366151920768539 0.066723668385662252 -0.0080155068392815786 0.025537586207798071 -0.039460321541452376 -0.041844878115520456
leaf_weight=8.1326089259237033 1077.9330378822051 1521.7362241160008 463.98338870983571 40.751513961236924 2555.6399075016379 54.522689683013596 1650.2909820398781 3689.7612353223958 12.041056538000701 7.7916328625287887 382.93416041496675 1953.1567771525588 6990.6248830772238 1128.6791787650436 7657.9284499572241 1307.8861241205595 2748.7263599440921 348.72503099334426 2631.5009064618498 6315.5525883833179 351.723894323688 1216.4338130860124 10.665816344320772 1612.1501034043031 367.85524647484999 28.958312937989831 2614.9253739300184 413.94422215106897 43.626983055379242 72.081348131177947
leaf_count=71 6035 28842 2336 334 12520 952 10756 49395 66 71 4016 12086 118616 6740 89061 6449 32837 7082 14129 55421 3132 34900 256 42191 4965 170 13861 2178 285 2214
internal_value=-3.87683e-06 1.23305e-05 0.00688394 0.0194016 -0.000215715 -0.00389675 -0.00168522 -0.00482589 -0.0116751 0.000409961 -1.9505e-05 0.00101249 0.000361553 -0.0059367 0.00150307 -0.000201009 -0.000542521 0.00259567 0.00609261 -0.00299321 -0.0145871 -0.0198803 0.0647991 0.0119105 0.0231877 0.00258348 -0.002214 2.22628e-06 0.0193404 -0.00138304
internal_weight=49280.7 49272.5 1582.67 504.735 47689.9 6928.35 5394.57 3744.28 1533.78 40761.5 38205.9 28362.8 26409.6 4052.14 22357.5 2436.57 14699.6 7708.96 4960.23 9843.06 1615.57 1234.89 18.4574 2328.73 716.58 380.682 9460.13 6845.21 457.571 6387.63
internal_count=561967 561896 8705 2670 553191 90011 61103 50347 28908 463180 450660 372685 360599 51718 308881 13189 219820 101204 68367 77975 38529 35227 327 54238 12047 3302 73959 60098 2463 57635
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=31
num_cat=0
split_feature=15 7 21 7 30 24 0 21 25 26 27 12 26 16 49 32 33 7 32 31 19 8 21 38 37 29 0 40 31 22
split_gain=30.635 43.6462 50.591 43.7282 76.3698 50.4761 90.4105 64.0719 54.6766 53.8694 53.2234 53.3441 60.4383 69.9526 58.5491 57.6074 49.265 48.6556 58.533 74.9719 52.8563 48.1248 87.2246 83.2262 101.274 70.0989 59.6874 52.6281 47.2148 47.1255
threshold=15.569373440271564 41.505000000000003 7.8608245142103659 5.8350000000000009 0.65549113768826339 34.379493386984926 3.8500000000000001 8.483558666928749 8.1592801505288772 6.3779141787169724 9.1181548488198683 348.68081510208674 5.2194890231710378 5.5886079286495614 0.22516096074812811 0.47017589657322589 2314.6245559923173 1.635 2.8338996677843231 0.13723180876317012 5.9293697784736556 2.0150000000000001 13.056227313687593 4.9581709517515398 0.21076683002131855 3.4109446527518359 5.0500000000000007 0.076841004504302882 -0.54879856812894734 44.678577631049741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 10 7 9 -9 -7 11 14 13 15 -1 -13 -6 20 19 -19 28 22 23 24 -21 -23 -24 -25 -16 -15
right_child=-2 2 -4 4 16 6 -8 8 -10 -11 -12 12 -14 29 17 -17 -18 18 -20 21 -22 25 26 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.005569586762120526 -0.0048138012396531848 -0.04719736166566392 -0.0049853072375613938 -0.012520782512172219 0.0082462024691176538 -4.6108043534590239e-05 0.0003768765118368413 -0.030216735697977087 0.015845025721801149 0.043229389756970507 -0.010162892498397214 -0.00722268730681169 -0.00045063501780225371 -0.00015022198949965157 0.055406962287890354 0.020521706695901348 -0.014490120535266764 -0.0026963001446225982 -0.0070456331992454673 -0.03091846726446126 -0.013053614530439586 0.014254562659514745 0.0063114327261795796 -0.0095768996328320904 0.002564133999553431 0.0003668705264949023 0.045206018576806686 0.010712126969227144 -0.0013283165654363273 0.053960217344011234
leaf_weight=5164.1455104991328 3101.9404320365284 101.01318570226431 238.74025605339557 564.64069616002962 4277.966284231632 91.620513531728648 1752.2273782615084 83.202938096597791 285.47648961422965 334.29162404127419 1387.3658238343196 312.87216294114478 1125.0727899705525 52.718845612369478 37.377633501309901 465.41682041727472 252.30451880767941 7072.9562457498396 2115.98877771548 307.13065744168125 1363.7174074511277 995.33101145294495 165.70666294405237 350.54123752121814 853.2685893838061 10432.273770381464 243.70519255381078 3623.5112579776905 1937.0701570279198 169.96106130967382
leaf_count=64669 31222 1504 1439 4667 28822 2880 15292 727 1648 1859 27406 11717 10319 258 349 10538 1626 129663 16869 9570 26420 5006 1204 6480 10188 51677 815 50862 34688 1583
internal_value=-3.86838e-06 0.000319375 -0.0175355 0.000451774 0.00481879 -9.45902e-05 0.00672079 0.0207103 0.00544989 0.0339201 -0.00054926 -0.000186714 0.00750107 0.0164387 -0.000658245 0.00936846 0.00697995 0.000201555 0.000926939 0.00162855 -0.0054831 0.00343096 0.00725362 0.00548263 -0.00629793 0.00157647 0.0294637 0.00892248 -0.000254279 0.0411497
internal_weight=49259.6 46157.6 339.753 45817.9 5094.91 40723 2546.82 794.592 368.679 425.912 38176.1 36788.8 2126.04 1000.97 34662.7 778.289 4530.27 29498.6 26160.4 24044.4 3338.17 16971.5 5543.86 5134.45 1160.4 11427.6 409.412 3974.05 1974.45 222.68
internal_count=561967 530745 2943 527802 35115 492687 22406 7114 2375 4739 470281 442875 34415 24096 408460 22255 30448 343791 282334 265465 61457 135802 79119 77100 19758 56683 2019 57342 35037 1841
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=31
num_cat=0
split_feature=33 22 36 16 37 34 4 12 33 39 0 22 12 33 25 38 17 36 22 16 17 39 0 33 43 34 49 19 8 40
split_gain=30.0373 71.6788 71.3771 60.6136 50.5386 65.0157 103.29 84.9454 74.4873 73.9661 116.184 95.658 72.3087 60.9794 57.9384 55.8666 55.0649 69.744 88.5065 54.7517 80.3807 60.5912 68.0075 56.9737 55.9151 54.5841 54.8286 68.1441 54.5412 53.9294
threshold=4995.0427430512873 41.697523627736338 6961.7042804454886 9.2873134846366074 0.08546104364321444 0.13238690076456161 1.0000000180025095e-35 49.172203656433531 762.66807100062954 725.28164670293165 4.5500000000000007 267.46985020925848 245.13193528519767 520.98749050459253 46.039092977614551 12.496308483652824 629.76671548793672 666.41012615290822 54.127492334278664 5.7755827362521197 52.943365677957836 424.45248987131561 5.1500000000000012 373.77339074312175 2.8396432806236782 0.27794814656230554 0.24003303894442055 12.563922693287049 5.455000000000001 0.1183946677511017
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -1 7 8 -6 9 11 13 14 -10 29 15 16 17 18 -7 21 24 23 -23 -20 -21 26 28 -28 -22 -11
right_child=1 -3 -4 -5 5 6 -8 -9 12 10 -12 -13 -14 -15 -16 -17 -18 -19 19 20 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0064831970316371543 -0.014541466019965744 -0.0026460874003471184 0.010378608078924503 -0.070187938796927724 -0.0065642560011025157 0.0011148140293610995 -0.021082189796196398 0.0077691911006036903 -0.023134662322273694 0.009599682591207236 -0.0026191729505675144 -0.020266722978051016 0.0022535260815715811 -0.010065994397119478 -0.041250907656147445 0.025733552374427426 -0.010051898337685791 0.0064170134609206689 -0.011137542713331193 0.092809088168672255 -0.021402408330915803 0.020490242048040078 -0.019821261756065023 -0.041176058948823473 0.010840856031469979 -0.014653195940067948 -0.021846354471973927 0.011179059525044974 0.03940227254787107 0.031088057336747268
leaf_weight=2926.9853183144005 148.35955221252516 1696.1381145305932 1676.088622496929 73.023810707964003 1290.3172969580628 18918.517405708204 600.45885940478183 5196.6612575011095 679.12472640629858 494.98946652433369 1268.7641415859107 595.70943585503846 477.75589468516409 165.76923289592378 85.05641054303851 210.6605284253601 1330.8688211187255 4077.3169088601135 2660.9707613833598 21.403540572151542 369.02597907627933 303.42793600086588 159.6883682787884 167.80956459429581 744.61255166097544 972.852951758774 185.7330915518105 982.20541149226483 40.974923732690513 711.94251895870548
leaf_count=56080 983 16145 12060 473 13715 150079 18925 90235 4996 5963 10470 12728 3028 1552 1668 1294 10028 26089 71227 133 5396 6145 2793 3400 6245 10374 3795 11735 163 4050
internal_value=-3.74127e-06 -0.00613859 0.000244881 -0.0328966 -0.000127275 0.00030828 -0.000517215 0.00491814 -0.000170594 0.000248264 0.00828817 -0.000419007 -0.0126501 0.0183696 -4.04273e-05 7.21139e-05 -0.000102633 0.000344636 -0.00062527 -0.00560655 -0.00107263 -0.0101748 0.00659032 -0.0129195 0.0131312 -0.00533811 0.00040496 0.00592715 -0.0153257 0.0222752
internal_weight=49233.2 1917.52 47315.7 221.383 45639.6 42712.6 36225.6 6486.98 35625.2 34468.3 2641.47 31826.8 1156.88 1372.7 31231.1 31146.1 30935.4 29604.5 25527.2 6608.71 3316.81 3291.9 463.116 2828.78 766.016 2550.79 1577.94 1167.94 410.001 1206.93
internal_count=561967 17601 544366 1456 532306 476226 372276 103950 353351 345327 22035 323292 8024 11565 310564 308896 307602 297574 271485 121406 37841 83565 8938 74627 6378 31463 21089 15530 5559 10013
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=31
num_cat=0
split_feature=24 22 43 16 33 42 23 8 20 25 0 26 31 26 0 19 31 8 21 30 26 16 8 26 7 8 26 21 7 16
split_gain=29.771 53.0111 62.5793 55.406 50.5947 62.1002 49.3976 54.3645 55.6959 46.7474 45.7637 45.411 71.7206 45.0017 44.9679 93.8577 67.3246 70.3121 95.467 67.164 62.7316 75.7634 62.3899 84.2852 61.3591 67.4634 59.5904 172.288 70.5815 57.8524
threshold=10.788263530552587 267.46985020925848 1.2204111152115917 1.2882251965766249 22007.569215382013 19.757578230529948 25.17913565151478 1.2050000000000003 0.79202524423901999 46.039092977614551 12.65 44.645222937331518 0.35813728388009108 18.179593690876285 4.3500000000000005 19.742584707387156 0.055025310917205791 2.1250000000000004 4.701661751824922 0.13188260796099718 3.4359824578261535 5.0608499695594231 1.0850000000000002 4.8188804124547895 1.5550000000000004 1.1450000000000002 3.2273692629137529 2.9986167456384938 1.2550000000000001 2.9824620377847242
decision_type=2 2 2 2 2 2 2 2 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 14 -6 7 8 -3 -4 -5 -8 -13 -11 15 26 20 18 -18 -20 21 -16 23 -21 25 -23 -1 -28 -29 -30
right_child=1 6 9 10 5 -7 11 -9 -10 13 -12 12 -14 -15 16 -17 17 -19 19 22 -22 24 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.007483169436376268 0.065383597070703542 0.29124741845368168 0.0012836042712736986 0.0088408081009360463 -0.019255180918191572 -0.13756337666890925 -0.010195652330444217 0.0035706766477624219 0.041921546080696377 -0.069557198990504415 -0.017365184565854518 0.018003181765697505 -0.010096938055954812 -0.0080357656901265447 -0.0038153629610313041 -0.012413419837050764 -0.0019026871864368097 -0.00038549707418808124 -0.0085517491291167338 0.12207102348540069 -0.010838636970035911 0.33944931923242899 0.013815179458630186 0.015317535709643337 0.019711531961342347 0.073835071463538682 0.033561503396190899 -0.019791278507152399 0.016021458053726036 -0.00080858633933418339
leaf_weight=2470.7428955750074 41.978390626260079 2.3100358331575981 13291.689020214195 3577.1473847385496 184.02574436191935 11.803257891908286 2236.4944997994462 421.60438435745891 73.772368791163899 44.384085669415072 174.73188601690345 426.47935356479138 485.6557300738059 89.996104853227735 799.90057462290861 2292.2679245744366 1864.8331998233916 9458.5246909856796 337.39334858302027 31.667878509848379 2134.8606045600609 2.7380234110169139 2615.0994068940636 44.431063738884404 253.7065199567005 18.839759007561952 397.44143221445847 437.88023645838257 577.81719214306213 4390.1612171276938
leaf_count=73918 416 28 131584 29574 2192 107 38991 3856 2246 1256 1301 2355 2975 544 32323 27216 40723 48607 4093 420 28924 47 17636 659 2143 163 6919 6555 5025 49171
internal_value=-3.59501e-06 0.00142953 0.00258922 0.00825949 -0.00105937 -0.026386 -0.00404718 0.0105907 0.0494916 0.000986949 0.00762035 -0.00636092 0.0030416 -0.0283555 -0.000883045 -0.0034604 0.000667643 0.00213174 0.00699732 0.0124774 -0.00587826 0.00397093 0.0151139 0.059742 0.0265958 0.107539 -0.000980031 0.00178867 -0.000547288 0.00114889
internal_weight=49190.4 20866.2 17219.9 3793.86 28324.1 195.829 3646.32 497.687 76.0824 13426.1 3751.88 3148.63 912.135 134.38 28128.3 10566.3 17562 14351.9 4893.42 3028.59 3210.05 1075.18 2691.2 76.0989 275.284 21.5778 8274.04 5803.3 5405.86 4967.98
internal_count=561967 215126 164675 31291 346841 2299 50451 6130 2274 133384 30875 44321 5330 1800 344542 168804 175738 112138 63531 22808 63600 34676 18715 1079 2353 210 141588 67670 60751 54196
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=31
num_cat=0
split_feature=22 39 18 46 35 34 37 38 40 37 38 19 24 45 37 38 34 34 38 15 20 43 37 46 16 31 8 7 37 8
split_gain=30.1863 42.5429 44.3538 45.5736 41.4582 41.1486 50.769 49.8266 52.8321 53.5933 58.7573 59.09 67.4942 53.4564 51.7371 62.1711 53.7525 46.9518 46.5901 45.1506 44.249 71.5195 48.4525 43.7924 47.2795 43.1366 49.4087 52.7756 43.0695 57.1229
threshold=7.3163198070008049 49.108507694664056 6.7406830484207756 1.0000000180025095e-35 2.5009470665361531 0.22320960302880888 0.24214364527501864 3.7951052990120266 0.17194993757688212 0.16200623690979563 9.3403678841309112 8.2599539093940404 22.192045033615603 -0.86163504695782345 0.1141354982727681 6.1570974278346222 0.086617767838115103 0.11074942308394622 4.6178642970029342 21.084282740085534 1.6706863613398308 0.89787738742791701 0.1171450002388022 0.03691697897329925 4.7219149355004317 -0.26659266889275202 2.7750000000000004 7.9850000000000012 0.31008709367006498 2.0450000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 25 9 10 11 12 -9 -12 -13 -16 20 -11 28 -14 21 -17 -23 24 -7 -5 27 -27 -8 -30
right_child=1 2 3 5 -6 23 18 8 -10 17 13 14 19 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.007492143823195397 -0.013638362656605334 -0.036971251622952152 -0.008342887515977216 0.031395408242088536 0.01272832641348811 -0.0045194830927548519 -0.0042106795343295504 -0.027363003710030351 0.0035221979174041534 0.022019000677416162 -0.0063968016715203017 -0.013158828352964815 0.030227077107117334 0.0041797906399307907 -0.0099002173606398229 0.94420787339921675 0.0019266788195475731 0.0024737707508266397 0.01770837854629757 0.32161898767897151 0.025061869442919188 0.41659553779028857 0.063074017655465761 -0.0032474968938830933 0.0062953259504546196 -0.029288393770699264 -0.0016624815018257137 0.033548901344425001 0.039954154959187617 0.0059555385630984366
leaf_weight=1307.351338640321 582.51914438675158 43.935046947561204 1682.8645463016583 58.314482248970307 933.87160550046246 1559.8525012172759 961.00727246538736 504.23573517100886 10873.071450030315 380.16652783961035 1771.3273781639291 1282.3617088278406 38.348994713975117 3669.6867623121943 1145.272572958027 0.27203125553205509 1409.609543108847 1602.2830672081909 808.9529945414979 1.3771167617524032 189.4654019359732 1.1496910681016741 6.1746195605956018 13397.356571760669 2869.975866946741 433.59483071602881 482.20743345702067 36.204861802048981 140.96813837904483 999.63001242699102
leaf_count=6558 4347 251 17181 979 5669 16655 7264 28218 103619 4181 23272 30724 533 66659 27723 13 25675 31400 5376 16 2260 34 225 115012 18784 9564 2308 460 926 6081
internal_value=-3.82365e-06 -0.000208559 -4.31076e-05 -0.000265638 0.0104952 3.89796e-05 0.00127743 0.000517695 0.000997636 -0.00128951 -0.00277574 -0.00694993 -0.0224194 0.000736571 -0.00486412 -0.000998915 0.00534614 0.00622188 0.00751208 0.0403283 0.029806 0.148133 0.118566 -0.00182251 0.00248716 -0.0103487 -0.0129057 -0.0244459 0.00358731 0.0101575
internal_weight=49173.4 47866.1 47283.5 46305.7 977.807 44622.9 26795.7 23885.1 22874.8 12001.7 10019.3 4578.27 543.962 5441.01 4034.31 2751.94 1606.67 1982.45 2910.56 39.7261 197.062 7.59634 7.32431 17827.2 4429.83 1010.32 952.007 469.8 2101.61 1140.6
internal_count=561967 555409 551062 545142 5920 527961 377510 357863 344552 240933 205352 115421 28767 89931 86654 55930 28207 35581 19647 549 2532 272 259 150451 35439 13311 12332 10024 14271 7007
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=31
num_cat=0
split_feature=1 8 1 31 47 36 17 45 45 43 19 26 25 38 37 41 7 34 23 49 20 16 0 8 22 26 21 16 0 43
split_gain=29.9159 34.2116 32.6788 50.2265 63.9413 46.1741 88.7299 84.3758 70.606 52.2767 79.2036 49.8066 55.3755 98.2479 81.1855 55.9594 59.7323 52.4048 49.8734 48.7025 45.0512 70.1733 53.5072 48.8478 57.358 45.5434 80.7601 48.9787 44.845 53.9885
threshold=3.5000000000000004 1.7150000000000001 1.5000000000000002 -0.34534306616897509 0.30595272298059961 315.73532228361211 175.27293523835962 0.25120441092793527 1.8371777459859631 1.6815903700399544 25.392934949253817 6.3232139265456864 3.3767354563375238 7.2366472071448866 0.14374701448838076 7.1367492056432686 3.7450000000000006 0.21973342583800834 20.733788190605967 0.6310347214339308 8.1028159231380972 2.2194098701819347 5.5500000000000007 1.6650000000000003 37.875771093345811 1.4311209590728808 0.88059403522121149 1.5239567737408011 10.450000000000001 7.3279017864866463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 11 7 20 9 -8 -11 12 14 -14 -5 16 19 -17 -19 -16 21 22 25 24 -23 27 -27 -7 -13 -30
right_child=1 -3 3 5 -6 6 8 -9 -10 10 -12 28 13 -15 15 17 -18 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0018395367771502807 0.059742434181472084 0.0085644341310380147 0.032089765944160908 -0.02631560888738595 0.0032267626425017287 -0.050237943767151488 0.00069083319099325297 0.010925896103716045 -0.011719398291357075 -0.016043246946055776 -0.00088946310468394527 0.0014505451286080185 -0.016545353992718618 0.043811162215275312 -0.014976364983820132 0.0050812893368244504 0.0067959668349803354 0.054970954942584076 -0.060282593771088036 0.00091794105413439307 0.0055637835430320413 0.026535157784176224 -0.0056870411896953847 -0.012681753680015366 -0.0059338709954139751 0.46125836216139399 0.034019014799485534 0.059720190252158689 -0.05499339740412517 0.014760219777123799
leaf_weight=14705.699663899373 35.116093076765537 465.88368098484352 241.98844121245202 360.35854990303051 926.73659414681606 33.779128527850844 10356.798640110181 2906.9201481423806 1778.4103327202611 1322.9265582474181 2476.2790433639311 3303.1992551219882 1808.1495255106129 70.03562569746282 1210.8518499784404 324.76852774934378 908.68670662899967 103.45104682527017 10.323082651477305 800.63518999796361 2167.3468994864961 192.03623440396041 222.61343267373741 1574.4111082877498 466.27929464634508 1.1113057760521758 236.14716647868045 14.463587372913024 76.411369551206008 43.550447149202228
leaf_count=78409 103 2390 3244 17293 22793 1857 134291 26443 15339 28515 24017 29235 55234 2420 24342 10799 8910 1607 621 13630 19521 2020 3054 12203 17048 23 5208 520 648 230
internal_value=-4.02229e-06 0.0121516 -0.000129216 -0.000982281 0.00920294 -0.00134553 -0.000188841 0.00417509 -0.00232915 -0.00114946 -0.00616618 -0.00439094 -0.00729647 -0.0142947 -0.00376226 -0.0013425 -0.00384354 0.0153115 0.0445136 -0.00864993 0.000176864 -0.0040829 0.0126878 -0.0078995 0.00353762 0.0270152 0.0360202 -0.0172715 0.00035994 -0.0296703
internal_weight=49145.4 501 48644.4 33938.7 1168.73 32769.9 23749.5 7815.11 15934.4 14156 3799.21 9020.42 5597.26 1878.19 3719.07 3358.72 2920.17 438.543 113.774 2011.49 4908.19 2740.84 508.115 2232.73 658.316 285.501 237.258 48.2427 3423.16 119.962
internal_count=561967 2493 559474 481065 26037 455028 290059 87897 202162 186823 52532 164969 134856 57654 77202 59909 46882 13027 2228 37972 61454 41933 10662 31271 19068 7608 5231 2377 30113 878
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=31
num_cat=0
split_feature=0 13 20 0 26 21 25 21 25 21 14 49 8 21 26 24 19 7 0 24 16 26 21 16 15 23 26 20 26 15
split_gain=29.0442 36.6327 31.5015 67.7521 85.0609 94.4032 82.2507 80.2738 68.2406 66.8369 62.6368 67.9483 62.2109 99.2026 75.8644 59.8151 50.9483 50.8909 48.3649 90.35 73.3691 71.2889 64.8919 57.0288 47.54 45.846 54.5741 44.9125 44.684 43.5917
threshold=19.350000000000005 137.37176036520478 7.845393234891282 5.6500000000000012 15.093316252552965 13.056227313687593 21.672039472471425 4.701661751824922 17.222203410146502 9.9946853341497679 12.421198765199859 0.43714751659618462 2.0150000000000001 12.07571205891494 7.6902515818333823 58.095465149178736 38.912287083202962 1.635 5.8500000000000005 6.484750442540494 1.3593528858142114 5.1817698884931556 7.8608245142103659 6.0183233210569878 17.760061628846479 5.0152040811164111 3.9267163377069596 0.27664679019027033 1.7693537877337964 1.9778704273485417
decision_type=2 2 2 2 2 2 2 2 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 10 4 6 -6 16 -5 12 -10 11 18 13 14 24 -12 17 -4 19 25 28 23 -23 -20 -9 26 29 -27 -21 -1
right_child=1 -3 3 7 5 -7 -8 8 9 -11 15 -13 -14 -15 -16 -17 -18 -19 21 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0024913609665357687 -0.012404976516840253 -0.16964527560363793 -0.017610460146938765 -0.017826169204068827 0.025287566216582819 0.0018988988273444885 -0.030834137008519731 0.017117187270679783 -0.037113116319595206 -0.0013413027516921815 -0.0070428895317979556 0.0024604194792370174 0.0045893286029764632 0.034602818336880579 -0.012046417333648444 0.019060109184171781 -0.010098263373916581 0.0006569370778877026 -0.0051902487559194604 -0.034829530913039385 0.0036196436029777542 -0.033214457148605644 -0.0080714226480023566 0.026856721751390773 -0.035870359861679552 0.16110981206629227 0.030400039127492402 -0.010258195868624087 0.065993892831757314 -0.045864873166110064
leaf_weight=342.39786039548926 363.87262305128388 3.7421818487346163 408.87965764629189 385.10650827951031 535.56417915783823 2219.0003570797853 270.35059264616575 1004.2089988308726 158.83310186082963 734.07244439120404 5041.1542039147462 13203.474925726769 6797.0894998139702 475.69527647923678 348.43576568551362 229.45695329818409 1829.5226082812296 5645.2348411658313 1711.131704575615 12.965197798795996 3412.6048232853645 450.73476468794979 595.88639193121344 151.0795222199522 44.193210016936064 3.8293544196058056 161.38964210450649 2450.8025115847704 72.107714702258818 53.948916759341955
leaf_count=2332 2145 39 8213 11866 2089 12695 6436 9145 2695 4453 73769 162969 36018 2060 3241 2353 17515 65623 22475 1283 51124 4269 3499 862 868 62 553 50092 618 606
internal_value=-4.2072e-06 -0.0140056 0.000101377 0.00157126 -0.00115013 0.00644631 -0.00371634 0.00455553 0.00545689 -0.00770452 -0.000997686 0.000145979 0.00681242 0.014882 0.00816602 -0.00590649 -0.0027864 -0.000576797 -0.00309842 -0.00070344 0.00476302 -0.00845847 -0.0188994 -0.00259031 0.0148836 -0.00705058 0.00588975 -0.00999085 0.0506283 -0.00409067
internal_weight=49116.8 367.615 48749.2 20856.2 10908.6 2754.56 8153.99 9947.63 9562.53 892.906 27893 22622.4 8669.62 1872.53 1396.84 5270.61 7883.64 6054.11 9418.88 6510.05 3497.68 2908.83 1046.62 1862.21 1048.4 3012.37 557.736 2454.63 85.0729 396.347
internal_count=561967 2184 559783 182917 112571 14784 97787 70346 58480 7148 376866 300744 51332 15314 13254 76122 91351 73836 137775 106670 53025 31105 7768 23337 10013 53645 3491 50154 1901 2938
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=31
num_cat=0
split_feature=43 0 33 26 43 0 13 12 45 36 17 25 0 26 35 30 25 38 37 42 26 45 34 0 21 20 26 42 19 7
split_gain=28.8205 61.874 58.1351 85.5651 55.6004 81.9225 59.6695 62.0808 51.3072 50.6342 54.999 48.9254 81.1487 78.6092 62.5376 58.7504 58.2666 48.7458 71.403 63.5427 69.1239 51.3633 49.5655 48.2027 106.608 56.0021 48.1562 49.0152 48.1407 47.8691
threshold=2.1209610901918601 11.250000000000002 238.74094318699795 5.3752577874998506 3.5580101700081666 9.8500000000000032 38.088273852236398 173.15731061692298 0.99969363888509089 785.15991553702395 497.92258601046177 9.1835150622322423 4.0500000000000007 7.3735356392579794 8.5797254226698971 -0.14768347359747516 12.145081843821359 19.477595451491364 0.066239860639356621 10.260607439196347 2.9124831598214374 -0.25883627383951086 0.029628195140607713 5.4500000000000011 7.3337964438597361 7.3203977315463424 3.3188298010434196 12.725201637789983 22.37419197242653 0.82500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 6 7 8 -6 10 26 12 14 16 -4 -14 -13 18 -17 21 -21 -20 -19 24 -5 -25 -3 -28 -22 -24
right_child=4 9 11 23 5 -7 -8 -9 -10 -11 -12 13 15 -15 -16 17 -18 22 19 20 28 -23 29 25 -26 -27 27 -29 -30 -31
leaf_value=0.0003245731542779366 -0.0043905943734218701 0.0016950000614388242 -0.01629633156221141 0.024399629986549307 -0.0016033103259318251 0.010035236721082998 -0.009170455029447756 0.014395077955039188 0.0081801499327523262 -0.0022107391420231031 -0.10573363179491346 0.0032392622237487432 -0.01381066848444594 0.009421640670893499 -0.0020376067542298894 -0.025021101300661493 -0.030615735289955787 -0.0084701415698964829 0.006345827646798672 0.027148634346449194 -0.0039364351441257862 -0.011655853038943204 0.2259892615798007 -0.0088615985094193436 0.0053446386213174164 0.0099550937968567108 -0.052717515682705024 -0.012292770558736572 0.010948756860584441 0.019910583408519457
leaf_weight=5009.3054107929929 8760.6983224372379 192.72390043816995 1446.9020971225109 1287.4319464028813 11021.709159839957 1993.1394142954377 1846.5047594565549 750.01121305825654 1525.5786021887325 1178.6783552153502 18.466279058018699 277.51583892665803 581.54105813719798 2272.9786416892894 1641.2854278580053 251.10166022938211 234.46692799206357 186.97835455229506 625.51451166626066 377.6458900651196 1021.4077703385847 1081.092937849462 2.8305936777032903 628.05385752976872 1707.6274789923336 1067.5319990306161 134.97622662619688 168.71315548173152 1160.1319624221651 629.51052802545018
leaf_count=73316 130221 1541 25414 8196 100428 11861 19862 6287 11937 7977 240 5306 12487 13608 39312 5919 6851 2253 11785 4390 8781 19737 42 3925 9319 5942 1218 967 7555 5290
internal_value=-3.98341e-06 0.00127655 0.00200165 0.00486881 -0.00115036 0.000506102 -0.000748067 0.000421492 -0.000413775 -0.00792483 -0.0210057 -0.000357051 -0.00214811 0.00543482 -0.00871822 0.00128052 -0.0122649 0.00292515 0.000889853 0.00241508 0.0073984 -0.00505778 0.0141457 0.00972176 0.0135355 0.00298529 -0.0178539 -0.0302597 0.00397944 0.0208331
internal_weight=49082.1 23184.4 21490.9 9699.95 25897.6 17136.9 15143.8 13297.3 12547.3 1693.56 514.88 11790.9 9005.94 2784.96 3088.19 5917.76 511.983 5336.21 4516.89 4265.79 2559.19 1706.61 819.319 4690.65 2995.06 1695.59 496.413 303.689 2181.54 632.341
internal_count=561967 281371 269428 100698 280596 150375 138514 118652 112365 11943 3966 168730 142965 25765 64726 78239 12157 65752 58167 52248 20726 31522 7585 27382 17515 9867 3726 2185 16336 5332
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=31
num_cat=0
split_feature=33 27 29 42 23 35 26 25 27 0 37 0 15 32 8 21 0 13 31 19 26 25 21 26 16 0 33 32 0 12
split_gain=28.8126 28.6179 30.1351 71.4489 58.8371 61.3245 67.432 57.8498 62.8685 48.4973 42.5886 40.8316 40.5073 38.8516 37.9929 79.8101 135.185 86.8924 66.7147 64.1444 61.5789 96.5448 91.7326 120.431 88.5493 78.1739 72.6726 67.5711 58.8977 57.1131
threshold=1.0000000180025095e-35 0.3023626158165062 5.5761766790962719 16.930087427406971 5.8288984857090949 3.9060798439296818 8.1504891883605541 14.168848266338829 0.98239546845446668 11.250000000000002 0.30030398761497007 3.3500000000000001 9.2049359846215335 1.0662554749730493 2.0150000000000001 12.545741709633928 4.2500000000000009 37.649132558372422 -0.61522904207182127 19.742584707387156 2.6753843395659564 1.0454247494549171 1.9048043063378604 9.8102451457301019 4.8192452721717469 7.5500000000000007 66.445233641788036 1.9396813423164161 4.9500000000000011 88.284312816700904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -3 -9 13 -12 -5 15 17 -17 18 -4 -18 21 24 23 28 27 -23 -26 -20 -22 -16
right_child=1 2 14 11 5 6 -8 10 -10 -11 12 -13 -14 -15 29 16 19 -19 20 -21 22 25 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.094823380896818132 -0.019259793097279251 0.018214792927939032 0.036529126015092936 -0.001165489736007016 -0.013961319593990627 -0.013974564812117061 0.009315135579088361 -0.037659397020094992 0.0024993364971930489 -0.054200069099318418 0.025582205924343061 0.0097546862474822034 0.3388465742276891 -0.047663866099249497 -0.0035033466609478226 -0.008709056477591879 -0.0072272166631623851 -0.010693819996604459 -0.00095771721308303415 0.033048998004904122 0.055428707560348414 -0.02053882670676949 0.0024474124300408657 -0.07494350153582012 0.37193201330072251 0.007781309653700501 0.076578004725986401 0.035443541921349561 -0.010755142795281178 0.001607374835968066
leaf_weight=8.0103903263807279 191.88434169790708 509.31657500960864 136.75168888270855 331.38198687788099 954.30758497561328 830.60921971692005 1346.2651244990993 159.79180434689624 1912.8683969255071 24.220258254092187 4.1396610602969295 3360.6591751305386 1.3745893621817229 51.968598871957511 15921.191958313342 419.8242275044322 117.21658286172897 1568.21343994583 1023.0807317444123 631.0946893543005 190.89227670326363 1098.3953183198464 9383.1241777805262 23.53200431028381 2.5157625097781411 313.14498358557466 12.098659136448985 145.63548249693122 40.799664724268951 8324.8613403569907
leaf_count=71 4417 3665 1131 2055 11304 20792 8444 6410 25036 201 64 17377 31 354 88801 3951 967 51049 18519 3096 2525 70549 162566 159 12 6903 102 1825 887 48704
internal_value=-3.68219e-06 1.18088e-05 8.75249e-05 0.00261709 -0.000886466 -0.00250611 6.30205e-05 -0.00421911 -0.00248827 0.0149275 -0.0329449 0.00799115 0.103673 -0.007469 -0.000522291 0.00144594 0.0139998 0.000393829 0.00179948 0.0267401 0.00141124 -0.00542565 0.0032519 0.0328282 0.00510779 -0.0142561 0.127421 0.0035783 0.0437741 -0.00174858
internal_weight=49039.2 49031.2 48839.3 9486.9 5742.89 5209.36 4255.05 2908.78 2743.48 533.537 165.306 3744.01 5.51425 383.351 39352.4 15106.3 1168.14 13938.2 12370 748.311 12233.2 2594.87 9638.35 255.224 1183.33 1411.54 14.6144 1168.72 231.692 24246.1
internal_count=561967 561896 557479 95733 75947 72081 60777 52333 45828 3866 6505 19786 95 2409 461746 324241 8014 316227 265178 4063 264047 97910 166137 3571 20458 77452 114 20344 3412 137505
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=31
num_cat=0
split_feature=22 39 0 24 25 26 0 17 33 8 21 39 26 24 36 40 29 16 20 34 4 46 33 46 29 0 43 33 26 20
split_gain=28.8821 64.5349 52.757 49.4859 61.0009 65.3201 51.1135 47.5948 47.3782 45.0834 44.7228 55.416 47.0314 43.216 41.2991 44.3454 51.2904 42.1019 41.8831 41.8302 76.8888 71.9956 58.4122 48.4555 46.4008 63.1702 62.225 57.4152 70.7378 55.636
threshold=834.49849046153543 16477.62788763853 8.7500000000000018 34.379493386984926 19.457128611206382 9.4978804801479573 3.5500000000000003 686.16303143604171 144093.61222429175 1.2050000000000003 7.6990786498048163 331.77792075951737 13.242479790889375 1.2459330978203988 10860.465891816912 0.069479040132929937 91.984688040427528 5.9169492471284926 5.6284887783914561 0.16265717994395917 1.0000000180025095e-35 0.0042328089726591904 3190.9914422550683 0.048901604496262886 8.5491189688327527 13.65 5.182804923383622 186.2905456327488 1.8773781281462008 3.2142062396012228
decision_type=2 2 2 2 2 2 2 2 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 7 4 14 -6 10 -3 -4 -9 11 -5 -12 -2 15 16 -1 -16 -19 21 22 -17 24 -23 25 -21 -27 -26 -29 -30
right_child=1 2 8 6 5 -7 -8 9 -10 -11 12 -13 -14 -15 17 19 -18 18 -20 20 -22 23 -24 -25 27 26 -28 28 29 -31
leaf_value=-0.0095629682582491424 0.1542632461495585 0.021656065922980392 -0.018284404487489359 -0.0035908441920561359 -0.029808453425738731 -0.0031920983021628936 0.0028018364856628396 0.053606878336615899 -0.11822814110888831 -0.0070138696693834643 -0.013515888625625895 0.048610240967070548 0.019549761549840543 -0.019844203035061195 0.015133292934752587 -0.010641966794727363 0.10492680772575552 -0.039956475012504961 0.0026060428094563351 0.0022321984397053385 -0.025745852933810032 0.0019887603619611061 -0.064548292266089755 0.01015317773129067 -5.5042760284597817e-05 -0.033452447020524294 0.0067899462641365571 0.036634860719317361 -0.01732529634723496 -0.004725979249648158
leaf_weight=1452.0545785898576 3.5841130395419887 309.25675532780588 103.83872235706076 69.788676849799231 350.38883381040068 673.74856827547774 2765.9668005861458 32.752864752197638 13.386556545272468 482.28455153293908 160.36874400801025 187.26200460048858 326.45997683610767 638.30296390608419 884.73319563083351 951.01341181062162 9.8486900355201197 65.851070628501475 472.72441675560549 12354.885736941767 309.91581339819822 8676.2117633386515 35.778499108739197 2298.8426244577859 9205.9988616961055 247.68457505118567 156.91439461754635 93.878643338102847 1082.1929842913523 4603.0704442773713
leaf_count=29993 21 1632 757 1065 11022 4692 23256 443 122 3349 1412 2287 1636 11454 7318 10660 378 519 3022 105393 9417 151015 311 24686 97480 1812 1022 1258 14883 39652
internal_value=-3.91998e-06 -0.00664683 0.00168779 0.000217821 -0.000238681 -0.0122984 0.00593095 0.00615118 -0.0296975 -0.0031588 0.0175659 0.0344378 0.00865744 -0.018872 4.9205e-05 -0.000238166 -0.00879166 0.00842382 -0.00259803 7.43156e-05 -0.000979019 0.00255531 -0.000702723 0.00369888 -0.00062039 0.00159555 -0.0178454 -0.00250721 -0.00641343 -0.00712427
internal_weight=49019 1583.41 941.519 47435.6 43925.7 1024.14 3509.85 824.294 117.225 515.037 743.879 257.051 486.829 641.887 42901.6 41478.3 1461.9 1423.31 538.575 40016.4 28090.3 11926.1 27780.4 10975.1 27744.6 12759.5 404.599 14985.1 5779.14 5685.26
internal_count=561967 17778 6303 544189 514533 15714 29656 5424 879 3792 6400 3352 3048 11475 498819 487960 30371 10859 3541 457589 271228 186361 261811 175701 261500 108227 2834 153273 55793 54535
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=31
num_cat=0
split_feature=40 41 37 47 34 33 0 36 38 24 17 12 34 33 41 20 22 45 19 8 39 42 21 46 25 16 37 38 40 42
split_gain=28.0773 73.7242 71.4395 67.7781 62.0458 77.0251 72.248 61.6952 61.4483 52.6076 53.9598 50.0981 48.6481 105.494 65.0161 56.6618 44.1972 44.7347 44.1741 53.1605 49.171 46.0622 45.9622 53.9499 43.1366 55.2746 42.6766 68.8125 58.0162 50.8963
threshold=0.35302802999744615 4.5457327010555071 0.16509937777128139 0.40935246333630732 0.41355955975927639 252.29209455821479 6.6500000000000012 193.57504647199559 7.315879266307463 11.83822556693362 384.70234038866636 21.155704212804178 0.16181650046992163 326.61677844230866 6.9766536658921519 3.2142062396012228 114.47097308551288 0.17135663238972046 15.077516231092105 2.4150000000000005 257.2264863397159 5.225649247715066 7.5475252972494848 0.062953921430414159 10.330192168061224 5.0608499695594231 0.11560808657728812 11.757168258051566 0.072530963870011581 8.7881811907217706
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 5 6 -2 -1 9 10 18 -11 -5 14 24 -15 -9 -18 19 21 -20 -3 23 -22 25 -14 27 29 -29 -10
right_child=4 2 3 12 -6 -7 -8 16 26 11 -12 -13 13 15 -16 -17 17 -19 20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0098783792085908925 0.016748751973285996 0.42836066792252486 0.013003158114489139 0.0083256021448851938 -0.0020894372440237409 -0.0014657689952157866 -0.00099960654872851325 -0.00060995850776188426 -0.01587973546768669 -0.045427429614690873 -0.030594668238986746 0.0010740788790849041 -0.0030589358845193155 -0.043086952234801933 0.012721732495152467 -0.0092544735161590765 -0.0019548756779319619 -0.026455056298970554 0.005666645330813882 0.00043930944077642808 -0.035112483655825047 -0.024262369590840289 -0.0003391451346662622 0.23901892865937993 -0.014287623349509308 0.0080857431736770773 0.0050697831507936497 -0.0039465294459589597 0.0066760387202489547 -0.0026486598688739132
leaf_weight=3139.7527936181868 2012.6835283013061 0.56255641998723049 1713.3942564437166 2477.6603901515482 3847.0032790692057 1838.8191131368512 801.81760174874216 7958.2654455043375 1088.2671572985128 59.632186105241999 308.22294922434958 2017.0431197313592 2579.490062345285 139.30374736571684 1325.326667268353 1108.7322130532702 401.90292058954947 347.32918345264625 781.23012287798338 333.06110093183815 201.5174840282416 688.00371861452004 239.27427698066458 1.8109157470753405 462.11631258914713 1956.411611114163 3707.7072540221852 2226.7200037082657 3040.5120400158921 2188.4959031516919
leaf_count=30516 9855 16 18014 27780 25177 11005 4810 58004 36174 802 5084 35437 36580 2733 16202 10864 5160 4547 9607 1970 7259 31543 1736 39 7778 17515 46363 31396 34384 33617
internal_value=-3.73162e-06 -0.000552159 0.000819922 0.00381138 0.00260873 0.00649282 0.0116925 -0.0038696 -0.00126435 -0.0061712 -0.0109772 -0.000261222 0.00224415 0.000254055 0.00287608 -0.0130308 -0.00170296 -0.0133127 -0.00828447 -0.0159601 -0.001877 -0.0238926 -0.0151921 -0.032671 0.000265306 0.00174795 0.000590127 -0.00135384 0.00218535 -0.00704292
internal_weight=48992.1 40491.7 28644.5 11762.4 8500.32 4653.32 2814.5 11847.3 16882.1 4630.36 2553.68 2076.68 10049 7571.38 6323.34 1248.04 8707.5 749.232 2245.46 1021.63 1223.83 688.566 442.603 203.328 4998.02 4535.9 12251.7 8544 5267.23 3276.76
internal_count=561967 511120 412893 137466 50847 25670 14665 98227 275427 93493 57254 36239 119452 91672 78075 13597 67711 9707 52170 33529 18641 31559 9034 7298 61873 54095 181934 135571 65780 69791
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=31
num_cat=0
split_feature=1 7 9 0 21 43 42 21 24 23 25 8 19 32 7 35 17 7 16 26 34 18 16 28 9 23 12 26 0 15
split_gain=28.0609 32.9718 30.0568 47.5076 52.5614 52.3291 51.7544 51.5093 70.3407 49.9742 43.4629 45.1391 73.5857 48.3041 45.6479 40.7777 39.629 38.7683 36.8736 52.6688 48.0303 42.8493 36.5996 36.1816 51.854 36.0866 34.5414 36.8633 47.9328 43.5585
threshold=3.5000000000000004 3.1650000000000005 2.2250000000000005 4.2500000000000009 16.313052947640038 1.002453385672228 11.299215457978004 11.082668878853232 13.047810434991096 6.9854450366310088 7.4539191282653841 1.675 14.332854316848175 0.1761173098338091 1.2850000000000004 1.5590575257658053 686.16303143604171 6.6950000000000012 2.9003421358463219 3.628859369536066 0.33635245285944043 22.700529028368809 9.9877725522370433 0.33624191252293661 1.4850000000000001 3.4075737895381164 4845.5242645891421 73.74767054318059 15.350000000000003 19.822430899897224
decision_type=2 2 2 2 2 2 2 2 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 23 7 5 22 -7 8 9 16 11 12 13 14 -8 -6 -4 -13 19 20 -11 -21 -5 24 25 -1 27 29 -29 -25
right_child=1 -3 3 4 15 6 10 -9 -10 18 -12 17 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.074027703730152175 0.057648575433165095 0.0081900055512012897 0.00086068655545968502 0.01119916997759998 -0.074426254116053678 -0.015038976157416194 0.39812840254360893 -0.018527836676496805 0.0091598299740017035 -0.026495597370189024 -0.013695919674038246 -0.0041216213581227552 0.035823483598267022 -0.018112451515760779 0.059148202726467383 0.0095006076552186826 0.061517621806730184 0.015369677626816181 -0.023131890434541471 -0.028331763004835517 0.06754909935581245 0.03681270692355073 -0.07418772060280561 0.00091448538214974136 0.0018723660815368236 -0.022067217657003216 -0.020133132984650956 0.014252113538667309 -0.076482261129935128 -0.0093129057663125792
leaf_weight=9.9654186833649856 36.344561940059066 462.69196207285859 299.49926634668373 715.42682223697193 14.635150560177861 955.93761553999502 1.1776499147526909 833.81290976586752 691.87212792906212 179.79216617491329 618.57687640178483 1946.6028232383542 216.35222940018866 129.7866239415016 6.3389204465784132 1307.0021326933056 29.58737298566848 293.59177273884416 649.32861183676869 33.310155012877658 14.685371434316037 104.21899918897543 12.773785519413648 36375.890433751978 561.20799112750683 497.70261728111655 197.47010916937143 674.12442748527974 14.876775865443049 1071.7514893035404
leaf_count=77 96 2397 2404 5699 118 13889 7 4764 8828 7821 6155 10868 2974 3286 141 7752 130 1337 10834 325 167 778 115 412331 20465 22443 1515 3617 125 10509
internal_value=-3.81637e-06 0.011792 -0.000125296 -0.00272306 -0.000277077 -0.00266534 -0.00482576 -0.0080859 -0.00373757 -0.0105471 -0.00178656 0.00105356 0.0176543 -0.0109754 0.112258 0.00857124 0.0063142 -0.00156716 -0.0162015 -0.00264714 -0.0193941 0.0210344 0.00970135 0.000471636 -0.00860194 -0.0201809 0.000724636 0.000832637 0.012293 0.000621777
internal_weight=48956.3 499.037 48457.3 9054.31 6218.2 4896.57 4168.36 2836.11 2002.29 1310.42 3212.43 2593.85 353.655 137.303 7.51657 1321.64 329.087 2240.19 981.335 332.007 194.478 137.529 728.201 39403 1068.88 507.668 38334.1 38136.6 689.001 37447.6
internal_count=561967 2493 559474 88392 52341 44471 38657 36051 31287 22459 24768 18613 6408 3434 148 7870 2534 12205 19925 9091 7988 1103 5814 471082 42985 22520 428097 426582 3742 422840
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=31
num_cat=0
split_feature=43 0 43 0 37 13 12 9 33 37 38 35 16 7 33 12 36 47 25 34 40 0 16 24 0 22 26 24 49 8
split_gain=28.1559 69.5896 66.5804 74.7627 58.657 47.326 54.9348 52.8294 47.3443 48.7544 73.2388 53.4019 52.1975 46.581 46.2363 45.7651 64.3902 53.8724 68.2311 45.5954 45.3156 66.0836 43.9231 43.4501 51.705 42.1889 58.2804 43.0037 41.3257 49.8837
threshold=2.3797351970813265 12.65 3.5580101700081666 8.4500000000000011 0.20603866334646218 38.088273852236398 66.222439114657291 1.7850000000000004 528.89458160336903 0.33352504469505434 3.5693404412497887 2.3918173752972529 5.8683332229450054 1.4950000000000003 42554.542784885503 146.96591490386072 785.15991553702395 3.3894573187192738 4.5967303742348564 0.29801254542540495 0.38175957024589929 5.4500000000000011 6.0183233210569878 16.445003750498532 3.6500000000000008 28.947044177854249 6.4330293487106411 15.84241738371748 0.64371597744465492 0.80500000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 23 5 20 6 8 14 9 10 -4 13 25 -11 -8 16 17 -3 -19 -14 28 -22 -17 -2 -25 26 27 -12 29 -1
right_child=2 15 3 -5 -6 -7 7 -9 -10 11 12 -13 19 -15 -16 22 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.032230512710437947 -0.0077822963207617021 -0.019534217883939928 -0.013888962964278032 0.0077288134970801255 0.0063491861789969281 -0.0088293228324562226 0.010648818574106747 -0.004962170533503632 -0.016699706542056054 0.018305812213170743 -0.0066201120816538825 0.008734621681327796 0.010497470562165915 -0.015079007829742044 -0.097890395462867694 0.015166510259029042 -0.007397296340746394 -0.046467980981669287 -0.1532183988392132 -0.0066428177125735987 0.025393737013566939 -0.0069927017076472243 -0.024969153346642015 0.017261558875810528 -0.0034046631479403445 -0.011244448795335926 0.018395450152094015 0.025509952442131553 0.0042674929774508645 -0.0010970406517491539
leaf_weight=129.89508766110521 5028.2257961558644 170.90045843517873 1311.3320101673016 2903.0789955201326 5385.1162303113379 1729.0827734429622 2105.4304142322508 796.92609799391357 507.23409536690451 132.57645780732855 1323.0059624336427 1997.4883233984001 1413.8170186106581 493.09762027813122 9.8577581495046598 260.44912374450359 588.67336618877016 84.751956559484825 18.179499380290508 534.74313381896354 417.7370986957103 252.84704060992226 92.332726952619851 397.91162894456647 1264.2951852815459 1363.1169196178671 360.4858770724386 113.03928105300292 4220.5494471981074 13529.863081299583
leaf_count=14177 78890 1541 10828 17755 40972 19096 21894 9147 3784 700 11830 10804 9605 3085 79 1620 3874 555 194 3530 1598 1357 668 5224 14901 26140 1389 709 50258 195763
internal_value=-3.70747e-06 0.00116259 -0.00123701 0.000417975 0.00175521 -0.00107759 -2.06507e-06 0.00600948 -0.00183526 -0.00100147 -0.00334833 0.00474191 -0.00064244 -0.00800497 0.010143 -0.0105095 -0.0167149 -0.0367455 -0.065322 0.00579366 0.000421629 0.0131823 0.0046619 -0.00546558 0.00154257 -0.0046116 0.000421078 -0.00409097 -5.6947e-05 -0.0013931
internal_weight=48936 25151.3 23784.7 17094.3 23936 14191.2 12462.2 2912.21 9549.94 9042.7 6419.54 2623.16 5108.21 625.674 2115.29 1215.29 862.505 273.832 102.931 1948.56 18550.9 670.584 352.782 6690.43 1662.21 3159.65 1796.53 1436.05 17880.3 13659.8
internal_count=561967 312577 249390 150375 304125 132620 113524 31120 82404 78620 64031 14589 53203 3785 21973 8452 6164 2290 749 13135 263153 2955 2288 99015 20125 40068 13928 12539 260198 209940
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=31
num_cat=0
split_feature=45 27 45 38 0 8 47 26 25 0 21 33 25 22 13 9 7 32 47 19 31 30 30 8 42 35 36 17 33 12
split_gain=27.4498 41.72 27.9781 38.5658 37.3261 36.203 34.3585 33.7476 84.7706 81.6633 57.223 48.6598 44.614 42.9032 39.3885 38.7487 47.809 46.333 48.0357 48.6307 83.4947 71.0853 71.9403 53.2361 47.2394 50.9697 46.103 66.8691 46.3068 68.818
threshold=7.3153450729537521 6.953795131307416 -1.2007780551081888 50.852404610663903 4.0500000000000007 1.9450000000000001 3.8359990012464831 22.361540467440268 29.274001934581317 7.9500000000000011 20.296847834715908 22007.569215382013 62.243174426672702 41.214301828771433 392.99879078955411 1.5850000000000002 41.505000000000003 0.74574284435322735 0.12936423837815728 4.1571718838618574 -0.17383060323237551 0.20743957187088605 0.065111799484147567 1.4950000000000003 9.9950906700653324 4.9022730395142693 1840.4652625422682 964.69910372185643 186.2905456327488 37.063514733565334
decision_type=2 2 2 2 2 2 2 2 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 7 5 -1 -5 8 11 -9 -11 15 -10 -13 -12 16 17 -4 -19 20 21 22 -20 -22 -21 -26 27 28 -17 -30
right_child=1 -3 3 6 -6 -7 -8 9 12 10 14 13 -14 -15 -16 26 -18 18 19 24 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.033046768478211919 -0.020138201726246242 0.049473938891500618 -6.0925382906234738e-05 0.031116033100464409 0.00010063222480495432 -0.0070749610427016333 0.0004520054508378343 0.0089833253701062203 -0.018825647158373062 -0.044816278015915631 5.8718935445666047e-05 -0.068135006078479984 -0.081107842716075448 -0.012557763610602363 -0.072838477533120616 0.00060606329121118494 -0.02887682623590216 0.024349028817542872 0.097620792201590825 -0.0051604561294907808 0.042363864723588558 -0.00044223433740255447 0.30449144620154239 -0.0044834202555430937 0.00033368051479730016 0.0091315200303288095 0.0058066666665043433 -0.022825588787971453 -0.013837803860263452 -0.0022995929726965284
leaf_weight=212.2415813987609 284.88276396342553 23.282642331440002 13214.854969564301 191.13060367759317 789.99770298157819 364.80570420017466 174.98762851348147 2472.3179241283797 332.29626456013648 112.74405568046495 336.97574587073177 42.985925699118525 31.476595816551708 180.67726529762149 19.608820740133524 10122.080080548709 127.77049746224657 298.86155362077989 21.687293200171556 1393.4778445082484 97.382272916729562 14.24086348491255 5.21267759008333 160.73909962084144 3123.7148583051749 3480.6347067066235 2025.2305917105405 382.3043323023594 1570.3948888644809 7297.7708265042747
leaf_count=4516 2085 106 187956 1261 6503 2118 1478 12123 6395 746 2129 307 899 1903 150 102676 1337 2394 543 22074 2505 322 68 1387 25049 32984 17446 5070 13092 104345
internal_value=-3.20779e-06 -0.0148788 9.11191e-05 0.000295219 -0.00696055 -0.0166276 0.01646 0.000168937 -0.000178287 0.00535359 -0.013767 2.24435e-05 -0.0242148 -0.0232392 -0.00394995 0.000142499 0.00161906 0.00179771 0.00465506 0.00394569 0.0237346 0.0898875 0.137708 0.0131908 0.00320522 0.00497033 -0.00137138 -0.00212179 -0.00170499 -0.00434281
internal_weight=48906.8 308.165 48598.6 47231.6 1367.04 577.047 366.118 46865.4 43923.8 2941.65 469.329 43560 363.773 223.663 356.585 43336.4 21938.6 21810.8 8595.95 8297.09 299.262 41.1408 26.9 258.121 7997.83 6604.35 21397.8 19372.6 18990.2 8868.17
internal_count=561967 2191 559776 546639 13137 6634 2739 543900 528752 15148 3025 521458 7294 2210 2279 519248 276619 275282 87326 84932 4825 933 611 3892 80107 58033 242629 225183 220113 117437
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=31
num_cat=0
split_feature=28 33 30 21 26 8 47 20 33 32 8 7 21 0 8 7 19 33 43 17 37 25 26 0 12 33 26 22 36 22
split_gain=27.4728 48.2643 50.4072 47.406 49.0407 45.1271 42.9634 41.253 48.6549 39.5624 53.17 53.7584 51.9793 70.1088 86.2071 59.1895 54.8169 55.0784 53.1897 65.8265 64.004 53.387 109.975 58.5896 53.7902 50.1354 47.5467 46.1524 44.1638 44.1599
threshold=2.602439799425424 714.96288038560772 -0.31094998016334996 1.8133690947716385 2.098449447920538 0.80500000000000016 5.3141709348462394 12.518508378216106 42554.542784885503 2.7601213389448271 1.5350000000000004 6.6050000000000013 14.997231012355522 4.2500000000000009 2.0150000000000001 23.655000000000005 29.182165632557957 545.43015092028088 2.0045628764373062 249.67936984619948 0.21205424696411287 10.330192168061224 8.0587059618842449 3.6500000000000008 138.98672494702632 7592.3019548640486 8.4557508665906536 35.545493588033018 149.51795639071375 70.322332353892165
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -1 -5 -9 12 -11 -12 15 -14 16 18 17 -15 20 21 28 24 27 -24 25 -20 -19 -23 -7 -25
right_child=1 2 3 7 -6 9 -8 8 -10 10 11 -13 13 14 -16 -17 -18 26 19 -21 -22 22 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.02842803895221125 -0.00075418277120871619 -0.040884880788519137 0.043032476797931006 -0.015967372037772421 0.30042529449088429 -0.024846544437799479 0.029021187673035388 0.0092676554229101076 -0.02352016841856279 0.014620590068093029 -0.009651697706373228 0.0034704695173620758 -0.003031427151766079 0.025232945348161319 0.006763812457815677 -0.028233531794737705 0.042720019886308011 0.075360281945770297 -0.00066076463760881285 -0.015733484814570136 0.010762019634201075 -0.0041554355068127253 0.01821550318645004 0.0055605301614987434 0.0083189647099122434 -0.061868362199184762 -0.061235272107918626 -0.03369151675117938 0.0017463052049914993 -0.017351115764739449
leaf_weight=225.05271516536595 6401.3614197631832 125.72091589949559 10.971151690697296 834.23861318093259 2.2260427733417592 158.09297491959296 38.045582542661577 457.49566506035626 150.32441987749189 350.15057355753379 2628.5492050908506 1110.1431206867564 1519.9879052266479 114.58386791590601 3004.4077715296298 179.12561287230346 298.20003271009773 7.6033003600314251 12077.973861158185 759.91836039244663 2140.1013029868482 185.17435505392496 331.46994750481099 396.5306244706735 1852.1223217062652 33.548900820780545 39.297633059322834 462.84378038888099 12551.810314867529 447.81635508849286
leaf_count=21814 48585 1442 205 7154 23 3850 822 2951 1107 7747 16775 6130 8504 602 14908 2117 1207 19 149248 13601 16577 2437 2475 2255 26789 416 435 17897 179237 4638
internal_value=-3.15158e-06 -0.00268635 -0.0105097 -0.00788553 0.0864483 0.00052036 -0.0201205 -0.00874884 0.00115866 0.000653955 -0.00401039 -0.00575529 0.0011756 0.00592095 0.00984911 0.000426591 0.030014 0.00655092 0.0005901 -0.00135945 0.00276249 -0.000667571 -0.00871279 0.000402017 0.00038324 -0.00083031 -0.0390912 -0.0252514 0.00141553 -0.00659112
internal_weight=48894.9 7982.34 1580.98 1455.26 13.1972 40912.6 263.098 1442.06 607.82 40649.5 4088.84 3738.69 36560.6 4984.08 3464.09 31576.5 459.685 161.485 31397.4 16547.4 14850 15787.5 1823.84 1175.82 13963.6 12111.5 46.9009 648.018 12709.9 844.347
internal_count=561967 61467 12882 11440 228 500500 22636 11212 4058 477864 30652 22905 447212 25675 17171 421537 2263 1056 419420 219756 199664 206155 29702 9368 176453 149664 454 20334 183087 6893
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=31
num_cat=0
split_feature=17 12 36 33 12 0 17 8 26 26 36 26 34 8 0 16 0 16 33 31 24 47 23 46 26 34 13 45 26 0
split_gain=26.6724 48.8917 45.8554 52.4477 90.7549 84.6685 57.7057 70.0425 57.6 51.0648 49.789 47.6376 52.8137 46.2051 71.56 46.2006 46.1563 45.7209 45.6035 43.7167 51.4704 71.2972 68.1419 66.2683 60.9047 58.2944 64.3429 53.2796 53.0098 51.8277
threshold=16.310857543659896 13.958055987996898 193.57504647199559 142.24827777581888 27.640393298739461 16.850000000000005 159.98196353172489 2.0950000000000002 6.7396692810481627 1.8239371493406147 829.99708208904622 2.5449842033955883 0.16739475950141111 1.3550000000000002 15.050000000000002 1.637697299320493 4.4500000000000011 3.2950906200784487 4223.4581231861121 0.077633134173448345 35.658235054799633 0.27064283423486729 14.320358103390992 0.0020137906982402739 6.3232139265456864 0.22320960302880888 54.999565994366399 -0.66540461429928388 1.2362516020587702 3.4500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 11 10 17 -9 13 -13 14 -8 -11 -14 -2 -3 20 21 23 29 -6 -22 26 27 -24 -25 -23
right_child=2 18 3 4 19 -7 7 8 -10 15 -12 12 16 -15 -16 -17 -18 -19 -20 -21 24 22 25 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023946123610073121 -0.026758675862925758 0.011759083500911021 0.0083300241776087993 -0.010175394473936783 -0.02895428652308342 -0.030494818736335524 0.018645794491706013 -0.019331617650834666 0.0042280991851115579 0.018227247888857798 0.0020707526863775615 0.055781003977273896 0.020913983578182398 -0.035188519942998972 0.7488036992169369 -0.0037662074859754827 0.00093758095447420977 0.026802996651356582 -0.087640191798504727 0.0013423693922562177 -0.032148153223614508 0.021477683112289123 -0.017862823109687766 0.11403297368844967 0.011903874622079428 -0.019049723954257747 -0.029296641310851725 1.9650842282466806e-05 0.012644222292356703 -0.0021776759023171177
leaf_weight=1274.08596742386 371.05701973568648 1464.0479341926984 4607.8005680763745 2277.7042401527287 100.02290467836428 175.07128699845634 47.02112711337395 873.4253016335424 836.86178484861739 248.10500947397668 394.46069711679593 64.482112706755288 498.1362057843362 110.30210427287966 0.33797705639153619 6354.232507821871 689.26291789259994 44.635226798360236 11.630758235696701 21242.914558197896 86.476982763386331 288.08046679198742 524.13221118034562 13.136153444880618 846.5516480715014 1257.8361051038373 270.50149599713041 2028.9082924153772 693.30620734137483 1179.9568848927738
leaf_count=7300 13744 8089 41245 16961 1428 1203 2850 5473 4253 3273 2287 668 5908 2391 7 81307 7478 449 89 198199 3989 5309 14709 368 6843 18750 9092 68046 10338 19921
internal_value=-3.23718e-06 0.00478063 -0.000288431 0.000379421 -0.000570812 0.00390788 0.00464943 -0.000176415 -0.005953 -0.00400992 -0.012673 0.00844926 0.0117113 -0.0174523 0.0238565 -0.00293973 0.00931806 -0.0210075 0.0109757 0.000195925 -0.00314529 -0.00475511 -0.00677388 0.00913639 0.00782095 -0.0100968 -0.00610843 -0.00365157 0.0145295 0.00246434
internal_weight=48874.5 2749.76 46124.7 39106.7 30809.5 8297.16 8122.09 3514.29 2104.75 7018.03 1267.89 1409.54 1251.88 157.661 47.3591 6602.34 1187.4 415.692 1475.68 28531.8 7288.91 6355.88 5549.42 806.465 933.029 4081.38 2823.54 2553.04 706.442 1468.04
internal_count=561967 15478 546489 447716 373953 73763 72560 31315 12013 98773 7760 19302 14054 5248 2857 84580 13386 14193 8178 356992 158793 147961 135827 12134 10832 110597 91847 82755 10706 25230
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=31
num_cat=0
split_feature=34 40 9 15 1 8 20 36 17 47 12 33 28 42 23 28 26 16 0 21 21 26 0 21 21 0 25 36 0 19
split_gain=26.2142 53.8406 33.261 31.0214 34.3916 34.15 53.2283 73.4956 61.4455 54.9419 34.1192 99.5774 81.6589 62.4369 52.8027 48.1088 47.6495 80.4493 125.243 67.7879 57.2445 54.8795 80.4455 162.816 67.5463 104.879 60.967 62.5253 61.0527 87.59
threshold=0.8051570887690197 0.74396732880183347 1.1450000000000002 15.569373440271564 3.5000000000000004 0.99500000000000011 3.6277727860279398 147.20169480979152 1422.8989443438093 6.112044692186446 124.74675381462389 470.22837418410535 1.5020062790279589 10.773978934299576 5.4554443287987313 0.22350820699075638 2.5889924027482416 2.3230456512813995 5.9500000000000011 4.4024493587514177 5.431873760858867 9.3525400674583192 8.6500000000000004 12.545741709633928 8.9996004066982014 4.4500000000000011 9.4818971343672516 313.00177893643018 4.0500000000000007 13.361597556001511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 10 6 9 -8 -9 -5 11 16 14 -12 -13 -15 -1 18 19 -18 -20 26 24 -24 25 -23 28 -28 29 -19
right_child=2 -3 -4 5 -6 -7 7 8 -10 -11 13 12 -14 15 -16 -17 17 21 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0049601350898270218 -0.038264489458974142 0.014335120104937536 -0.0054579490752983571 0.11131316890918178 0.014062530141203268 -0.0059015185223489182 0.40855053676053638 -0.04060570947764635 0.077339436124799474 0.53494711482773161 -0.0019617541994707247 0.027012771852680223 -0.016932536497256723 -0.039764136252280334 -0.004164352216469284 0.0065209151115534604 0.029660256998514791 0.0012904824033579257 -0.018036811667300864 0.0048730258637353571 0.010017543885218534 0.024041170569326222 -0.044102408736691433 0.0035900874534476146 0.0027236094564821382 -0.00074436008697825881 -0.024681888007797456 -0.0030725163979691459 0.0016798208432789953 -0.012349516047127206
leaf_weight=3700.9986116635846 89.418090173508972 658.11878008185886 568.20965627487749 4.7343163216719395 446.57097493507899 2773.9089648497174 1.1705155267845828 27.176222480717115 18.600572645314969 0.91294070659205306 4174.5309953437536 144.17878664284945 1566.5272569060326 56.698512601025868 2339.0596418572823 5712.8876714993967 774.86892420053482 2528.1218830449507 402.65799120120937 428.27911375812255 331.5591437346302 1089.0229402692057 250.31848676502705 627.6737327510491 4184.5313793777023 701.89221957046539 528.69775592908263 912.47124191437615 11603.586290153442 2202.2179939761991
leaf_count=76670 726 3304 3618 269 2245 27584 47 1654 109 7 97948 825 13385 3812 26140 56331 9912 35651 4105 2348 1915 4889 1804 3766 22933 3914 13170 11909 102308 28669
internal_value=-3.40243e-06 0.000131901 -0.00991868 -6.47459e-05 0.000256424 -0.00514475 0.0347684 0.0173229 0.00731917 0.179798 0.000117126 -0.000630166 -0.00799337 0.00269599 -0.00235418 0.00606607 0.000355045 0.00109552 0.0109058 0.0208369 -0.00536797 0.000323811 0.00412489 -0.0100072 0.00620137 0.0143273 -0.00114175 -0.011 -0.000271942 -0.00505964
internal_weight=48849.6 48192 657.628 47533.9 44707.4 2826.5 52.5946 46.9473 45.7768 5.64726 44260.8 34316.7 4049.77 9944.12 2483.24 5769.59 30266.9 26565.9 1937.37 1203.15 734.217 24628.5 6853.44 877.992 5975.45 1790.92 17775.1 1441.17 16333.9 4730.34
internal_count=561967 557623 4344 554319 524649 29670 2086 1810 1763 276 522404 364313 40350 158091 26965 60143 323963 247293 18280 12260 6020 229013 37306 5570 31736 8803 191707 25079 166628 64320
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=31
num_cat=0
split_feature=22 39 40 23 0 25 45 16 17 34 40 4 39 0 33 22 38 23 16 40 49 31 28 13 41 8 20 19 33 16
split_gain=26.9529 38.8828 47.7977 43.5851 38.6007 43.6145 37.5078 57.6459 56.693 50.1381 55.8793 54.1332 47.8539 72.6033 58.5829 52.4903 47.7882 50.0307 49.9022 55.8428 57.3876 49.2336 46.2161 249.984 45.304 45.2052 44.8777 45.3651 43.4397 46.0433
threshold=7.3163198070008049 60.101813583588331 0.26928819517093155 3.8429905407951819 10.550000000000002 0.87605447424417415 -0.79382700933208949 2.3010431303535488 343.2290131882051 0.16265717994395917 0.17104928904951683 1.0000000180025095e-35 1015.6747655160789 6.2500000000000009 3190.9914422550683 267.46985020925848 4.732742054334234 7.4274960783379198 6.2865137432632459 0.10007805390475168 0.20667383841267375 1.5840396685005385 0.13731798061790637 19.456083527857981 6.3219313001646062 2.3750000000000004 0.51959034980011809 10.048634589125905 1015.5074194307131 7.3622119103368666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -5 -9 10 26 12 14 -14 15 -11 17 -17 -18 -20 -21 -19 23 -13 -12 -26 -8 -28 29 -10
right_child=1 3 -4 6 -6 -7 9 8 28 11 24 22 13 -15 -16 16 18 21 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0071029992618057971 0.0008504484864411112 0.0116884700008505 -0.0020439535620298934 0.009940726975275373 0.017045111027998511 -0.037063303242282901 0.06532646626590391 -0.012364040120802149 0.018543269261170635 -0.00073599296942596787 0.0050085677269460331 2.7435473294760002 0.012999895205073372 -0.0076008907313790952 -0.090899891343050446 0.22241644402896657 -0.018636895455967414 -0.043604155413439781 0.19193468850656273 -0.048095915091180469 0.022187849474701551 0.019683738730597096 -0.01982892705367284 -0.051360460487495888 0.029261203397784454 0.0034152006697863234 -0.0074118876830098664 0.001965580617511049 -0.0064580184301517938 -0.014194395363039604
leaf_weight=1298.8011933327653 102.2519800697919 790.93696524063125 954.88114194851369 582.38001339754555 56.084933523088694 293.81488279253244 26.270982933579944 2086.9136034315452 456.50827609119006 25120.211119122396 4690.4694433874101 0.096933160675688579 1417.9072591478471 612.41568031534553 18.18371207639575 1.9134625857695926 289.4446327467449 207.98087288276292 4.2990259910002342 35.255847765132785 164.82393936021253 36.057439509779215 396.81602673075395 0.45811783883254975 412.15594752656762 286.96865780651569 1663.0421395637095 5745.0583249263 925.52248325292021 140.44331611366943
leaf_count=6558 982 4637 5573 11479 297 3930 998 20685 4378 245071 39550 20 9409 4512 142 12 6142 4525 48 549 1657 159 11194 71 4480 1505 64172 98891 9262 1079
internal_value=-3.33553e-06 -0.000197565 -0.00838541 5.22706e-05 -0.0217777 -0.0272752 -0.0001508 -0.00465646 -0.00701174 0.000308396 0.00290199 -0.000866632 -0.00060572 0.00678599 -0.00118565 -0.00112257 -0.0142493 -0.0322563 -0.00528082 0.0136343 0.00980322 -0.0342532 -0.0191912 0.436737 0.00677839 0.0186522 9.17743e-05 -0.000139564 0.00032487 0.0108412
internal_weight=48818.4 47519.6 1407.03 46112.5 452.152 396.067 45321.6 4191.77 3609.39 41129.8 12824 28305.9 27908.5 2030.32 25878.2 25860 739.775 245.952 493.823 204.379 200.08 244.038 397.371 0.555051 5389.59 699.125 7434.37 7408.1 1522.47 596.952
internal_count=561967 555409 10782 544627 5209 4912 539990 46883 35404 493107 209596 283511 272226 13921 258305 258163 13092 4696 8396 2254 2206 4684 11285 91 45535 5985 164061 163063 14719 5457
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=31
num_cat=0
split_feature=33 0 29 36 31 30 7 16 0 9 27 22 39 8 36 8 21 25 12 36 26 32 8 42 8 15 37 0 23 7
split_gain=26.1517 25.5886 38.3344 55.8733 42.5175 27.5871 53.3083 59.4728 56.7813 52.7708 50.3962 43.1289 48.9561 57.0444 70.6829 42.0093 66.5783 44.7767 43.5232 41.9595 41.2175 40.0832 39.449 38.4733 37.7295 55.8991 37.6673 37.3353 62.6826 37.1298
threshold=1.0000000180025095e-35 21.750000000000004 6.1170165599329804 2707.3037330966763 4.1693659583896618 2.5331719174388865 3.8050000000000002 1.6655058857158791 3.9500000000000006 1.6050000000000002 10.185787409447515 27.24354439076826 725.28164670293165 1.0650000000000002 149.51795639071375 1.5750000000000004 3.1757997275294216 10.141935802790565 256.36555878404067 324.38668284397704 9.4978804801479573 2.0653825344536547 5.0550000000000006 8.4494340647453878 1.5250000000000001 3.4483446484635052 0.39896588451157744 14.450000000000001 54.380719461194055 6.6050000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 23 9 20 -2 -11 -13 14 -14 16 26 -18 22 -16 -8 -10 -17 -7 25 -23 -9 -12 -29 -26
right_child=1 2 -4 -5 -6 6 8 15 21 11 27 12 13 -15 19 18 17 -19 -20 -21 -22 24 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.091388764647665405 -0.00031666333911280203 -0.11781673621898291 -0.010091589148496668 -0.0032878380008686476 -0.38648308436487966 0.047040136763235874 -0.00079116212988582105 -0.030571335553158649 0.010924940392483908 0.0040636126698101469 -0.012786295894661119 -0.024306830205278716 0.97042466532510463 -0.00057054764110315204 0.26020301467325052 -0.009321863752966706 0.017581690395451429 -0.019313464207825579 0.018312800416797871 -0.05571787653483698 0.029392333093603173 0.047805487117925628 0.0094025077048388046 0.0078678562116885949 -0.002350608503959017 -0.0074077406250122081 0.34389677109622363 -0.015408034466704643 0.23794148789900482 0.0081664724371826505
leaf_weight=7.8275289880111805 34816.386379443924 9.1509891960304248 158.91931742895395 11.562011951580642 1.7550061270594586 86.967153732432052 316.39957127871457 116.17794603318907 2918.8056598843541 392.79199804831296 974.49421349400654 555.3029250302352 0.26478371024131675 230.84479776513763 2.5283778989687562 2946.4085958199576 588.85822620196268 95.582555082335602 171.44123681914061 1.7987531067337839 176.0328751434572 110.26185417745728 310.98489763448015 224.4673125842819 2077.8091582667548 78.462162967189215 0.67544966842979093 6.2844178769737464 3.9924947232939303 1407.8218563790433
leaf_count=71 437606 95 882 60 33 1104 3687 6610 18845 2105 19951 7103 1 1714 13 19732 10135 2131 882 165 723 1514 1680 2938 12079 1529 31 40 14 8494
internal_value=-4.25707e-06 1.04031e-05 -0.0187344 -0.0798662 -0.161051 8.03463e-05 0.00207154 -0.00228065 0.00446185 -0.00375598 -0.000632161 -0.00947891 -0.016206 0.00290062 0.177403 -0.00383316 0.00647411 0.0124293 -0.00624189 0.128877 0.00999872 0.0065508 -0.00753424 0.0188066 0.00307611 0.0248505 -0.0284068 -0.0117865 0.0830161 0.00189717
internal_weight=48801.1 48793.2 181.387 22.468 10.906 48611.8 12810.7 4541.56 8269.12 1675.96 35801.2 1183.53 790.74 235.437 4.59191 4230.13 801.294 684.441 3428.83 4.32713 492.432 6593.16 3257.39 311.434 3674.36 188.724 116.853 984.771 10.2769 3485.63
internal_count=561967 561896 1070 188 128 560826 103215 45243 57972 15511 457611 11101 8996 1893 179 41201 18907 12266 22294 178 4410 42461 21412 4042 23616 3043 6641 20005 54 20573
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=31
num_cat=0
split_feature=22 39 0 24 25 26 0 36 33 38 37 38 37 34 33 12 12 26 37 39 22 36 31 43 33 17 16 33 25 0
split_gain=26.2015 59.7115 43.4989 43.1203 50.6288 73.4647 44.5285 40.0399 39.0916 37.4765 95.9092 48.8482 55.7365 64.4094 97.8288 56.6615 55.097 53.3061 48.0288 47.2642 65.1954 66.1591 69.2876 69.2064 56.9188 50.4628 52.8791 46.1377 46.0331 45.3059
threshold=834.49849046153543 16477.62788763853 8.7500000000000018 34.379493386984926 26.610896065174799 20.585333041747401 3.3500000000000001 6961.7042804454886 144093.61222429175 17.729233172954263 0.075683138260730184 11.031593469458427 0.12378935626487304 0.14195815999043218 780.61030510775947 234.57190224441197 48.132542678366377 5.2194890231710378 0.15441711828239588 1015.6747655160789 66.492995349628842 708.59199203775859 0.010932351192144422 4.8338340486409157 32.455045344866996 122.93321283172808 4.412462427806159 2126.5540822067901 6.4088482639414108 5.7500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 9 -6 -5 -3 -4 10 -1 12 -12 16 19 -16 -14 18 -17 20 -15 23 -23 24 -22 26 -25 -18 -28 -19
right_child=1 2 8 6 5 -7 -8 -9 -10 -11 11 -13 13 14 15 17 27 29 -20 -21 21 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.014470986691865943 -0.01816137174022827 0.020474717513421371 -0.016184059597991293 0.019442636857816074 -0.03211282333335265 0.011538133296420559 0.0032586082217060186 -0.0025660786439772221 -0.105872686030591 0.0061714608821115645 -0.0053995973069574758 0.0074915322505052636 -0.0042521832001004281 0.00087789267946505401 -0.031000950002110464 0.10523898944476232 0.010558595649476435 -0.031123680647355791 0.011945585871113227 0.011893119226992745 0.29386691468760734 -0.026190178502925838 0.0093008288455687406 -0.016223299350917066 -0.0115876629262937 -0.043551757285706844 0.021808112017662959 -0.0074578811863938235 -0.0013525303767516197 0.012184570930297539
leaf_weight=1175.9722898851614 636.90193945018109 296.54675068927463 105.44487717142329 495.24911476671696 283.94163360918174 145.92802514089271 2996.9857290865039 517.77352814050391 13.731342375278471 2292.1748661994934 4845.2498353757546 2072.3445786200464 1073.5600222818321 20730.396475310205 406.8791259463178 17.231148912454955 3295.7861020894488 160.59411253314465 69.191595856216736 800.41404624842107 1.5257928818464268 156.70430822297931 1123.1642163163051 229.17549389455235 3433.6005768354516 55.993668379087467 451.57193511561491 398.29421936557628 408.72348240250722 96.780968155711889
leaf_count=25827 11475 1434 757 4308 6929 775 25348 3990 122 23372 88931 24436 11273 166911 3322 116 47149 1650 702 6522 13 2789 7357 5492 77698 772 4121 3328 4488 560
internal_value=-4.13178e-06 -0.00635778 0.00169552 0.000207183 -0.000219834 -0.0172946 0.00555374 0.00582457 -0.0265179 -5.03022e-05 -0.000398114 1.74143e-05 -0.000392836 0.000344305 -0.000566149 -0.0183738 0.00571844 -0.0034297 0.0305466 -7.81192e-05 -0.000438467 -0.00509487 0.00495539 -0.00790302 -0.011452 0.00273995 0.00511912 0.00861607 0.0108046 -0.0148384
internal_weight=48787.8 1570.4 933.496 47217.4 43725.2 429.87 3492.23 814.32 119.176 43295.3 41003.2 39827.2 37754.8 32909.6 28141.9 750.677 4767.64 343.798 86.4227 27391.3 26590.9 5860.46 1279.87 4580.59 3435.13 1145.46 1089.47 3694.08 860.295 257.375
internal_count=561967 17778 6303 544189 514533 7704 29656 5424 879 506829 483457 457630 433194 344263 282513 6350 61750 3028 818 276163 269641 102730 10146 92584 77711 14873 14101 50477 8609 2210
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=31
num_cat=0
split_feature=24 22 19 0 23 0 17 29 39 25 33 42 14 12 0 14 17 7 12 38 9 38 37 38 0 36 25 45 45 37
split_gain=25.8524 46.2199 55.5742 91.7551 50.9018 42.7629 69.0314 72.575 51.8634 45.4719 40.4976 46.9642 38.7395 38.0936 38.0535 36.6162 35.7924 70.5213 68.0552 63.6408 49.9399 48.7499 47.8316 60.3431 64.2921 60.6769 47.6582 47.4639 47.2153 45.2757
threshold=10.788263530552587 380.98060288518474 7.175317269051817 4.5500000000000007 123.22682692555085 3.5500000000000003 228.22495735922374 60.331258751177977 2966.2696926644289 6.8554052392602953 22007.569215382013 19.757578230529948 34.995807079180317 10.252702202953614 23.350000000000005 11.508048599681453 167.38768134842198 2.2150000000000003 25.687791336801663 13.645349938528369 1.3650000000000004 2.6421075704006927 0.1007079381570038 7.8874562869717435 13.050000000000002 1045.4260564784711 11.875046169961449 2.6716756306361291 1.6983229982172487 0.19532420727647051
decision_type=2 2 2 2 2 2 2 2 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 15 12 6 7 -3 -7 -9 16 -12 14 -10 -4 -2 17 20 21 22 -1 -19 -18 24 29 27 -20 -26 -22 -24
right_child=1 5 4 -5 -6 8 -8 9 13 -11 11 -13 -14 -15 -16 -17 19 18 26 -21 28 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001080707971194732 0.030522685350321349 0.024019031364625215 0.0020031403829187454 -0.010990149127744878 0.018919245875058582 -0.017609658945898048 -0.0053747868526929513 0.31011988220522924 -0.10070083366301051 0.023133782452378723 -0.017202492810474295 -0.11657873486489662 -0.0070867487348857325 -0.00040387379788917721 -0.063637718857092809 -0.010457206613556438 -0.014024223533846797 -0.023790530186092281 0.0056696555089476358 0.0057726358928067347 -0.010131010066599326 -0.0014383627056075215 -0.0092468022037414822 0.0038220422914852746 -0.043469817541417509 -0.0018337236750044169 -0.015425725287104326 -0.14376442882877452 0.016416423837179003 0.00077825995417677004
leaf_weight=2415.6029061487643 503.03863615600858 218.57596863526851 15496.54665589903 237.02973306772765 416.081648901687 876.72585185570642 441.39980805292726 3.6650238734437144 9.5506109260022622 2.2140991545747966 182.91682731942274 12.715344397351144 1296.6091212344472 1082.46129670355 22.110819050576538 61.13400759245269 1259.0924502751441 261.27341923909262 8432.0102097796625 1625.1434003150789 2840.2422041636892 3675.9073122476111 2741.7866615565727 2028.2653750690515 128.34184523066506 100.26724341418594 276.51375297392951 12.99035751679912 177.98097443417646 1911.3726332252845
leaf_count=35644 5931 2729 154860 3276 2763 17504 6118 53 87 33 2192 107 12736 7741 169 1126 32192 1677 87315 23117 48530 28488 38710 25411 975 670 4985 148 1911 14769
internal_value=-4.05588e-06 0.00133813 0.00224193 0.0151145 0.00164339 -0.00484796 0.00610549 0.0286819 -0.00855257 0.20204 -0.000991831 -0.0236616 0.00121591 -0.00128106 0.00190962 0.0260821 -0.000832797 0.000486511 0.00253351 -0.00326492 -0.00427731 -0.00292166 -0.00505997 -0.00342964 -0.00643456 -0.0315829 0.00499983 -0.0526883 -0.00856554 -0.00512882
internal_weight=48749.6 20667.1 18032.6 801.202 17231.3 2634.59 665.855 224.455 1968.74 5.87912 28082.4 195.632 16815.3 1092.01 15518.7 564.173 27886.8 18079.5 12645.7 9807.26 5433.83 3937.18 8182.12 6923.02 4894.76 241.599 8708.52 141.332 3018.22 4653.16
internal_count=561967 215126 180861 10333 170528 34265 8933 2815 25332 86 346841 2299 167765 7828 155029 7057 344542 208550 122465 135992 86085 30165 112875 80683 55272 1793 92300 1123 50441 53479
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=31
num_cat=0
split_feature=43 0 43 0 23 25 22 24 26 46 13 0 19 24 21 30 31 23 16 15 42 19 45 30 39 40 26 21 33 24
split_gain=26.3841 62.0067 57.9663 68.067 55.465 57.9324 67.7877 60.2809 57.5351 53.9427 50.7114 49.8702 93.0569 65.7765 77.5772 65.1659 61.215 69.3133 150.505 53.8358 51.0163 60.1184 54.6992 50.9858 48.792 49.4483 48.4315 73.0956 72.6139 51.9208
threshold=2.3797351970813265 11.950000000000001 3.5580101700081666 9.8500000000000032 6.1803570460621282 6.6270615761182006 86.227542214638717 11.18402751721748 1.4669138035303977 0.015922799479239424 38.088273852236398 4.0500000000000007 17.855548409199688 9.867430785737815 4.0025372110764144 -0.11718810556231744 -0.24820333776607198 41.465721464750175 4.6265087038275103 16.901595656581936 10.593786301589104 11.108959180937353 0.42180247979021629 -0.347099138618917 424.45248987131561 0.17790774901566139 3.2499742718852409 1.3316041132614329 114.68652754677366 10.046163054415109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 8 11 7 -7 9 -1 -4 12 13 -6 16 -13 -15 19 -19 26 22 -22 -17 -21 -8 -26 27 28 -18 -28
right_child=2 -3 3 -5 5 6 24 -9 -10 -11 -12 15 -14 14 -16 20 17 18 -20 23 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0021904470381488867 -0.0051545117426989931 -0.008871139546107085 0.00028552906167650551 0.0091027760770733528 -0.0050015856226923033 0.0015592679805826121 -0.010044141498019299 0.015995224006453163 0.013889164248883052 -0.039630288968649861 -0.0085894795825749003 -0.012035673226013635 -0.015558069989030405 -0.016939135572877625 0.0015510170375055636 0.0025645845053722527 0.39993136609810997 -0.056033546318085964 0.65765092966993033 0.46469590635551133 -0.0044691885224030269 0.0085751739908274394 -0.0099186727044662058 0.073300894233686201 -0.0010270815057575556 0.012415007301133395 0.2085100482050265 0.0046570616566784665 -0.054222217955444088 0.062328531137792777
leaf_weight=509.22098218393512 6661.5900347184506 1460.3148585294839 13223.166492543474 1963.6490041257348 2157.3746135699912 1192.929671655409 874.51316058781231 1836.3265300642233 1683.7072537444765 90.864949028240517 1832.6386377734016 856.23163113510236 1468.6046005464741 49.074601774802431 638.42831324366853 2405.3453210699372 2.3694376738276328 23.971518550300974 0.76220636407378961 1.542314433725551 1136.3467396009946 3966.3419703237014 1381.5713668025564 1.8068513507023443 2117.8876596399932 1010.6334626760799 6.404130049981176 63.867953639943153 1.4002942285733295 117.94310243055224
leaf_count=3314 99015 10313 118652 11861 54731 10583 14225 10973 10693 1584 19862 18779 22927 1904 7483 43348 18 1576 23 13 13624 28687 18563 35 27694 6494 52 3210 187 1544
internal_value=-3.82338e-06 0.00112717 -0.00120047 0.000347182 0.00174596 0.000952389 0.00466713 0.0103103 0.00915131 -0.00414204 -0.000794764 -0.000877039 -0.00520941 -0.000250734 0.0110425 0.00113829 0.0335569 0.0448174 -0.0340403 0.0548026 0.00240718 0.00567025 -0.00198965 0.253541 0.00039671 0.00331523 0.0513356 0.0172851 0.231233 0.0698572
internal_weight=48736.8 25055.8 23681 17019.5 23595.5 21311.7 7032.29 3029.26 2283.79 600.086 15055.8 14279.4 4533.55 3064.95 907.571 9745.84 269.142 220.068 24.7337 195.334 8889.61 5102.69 3786.92 3.34917 4003.03 3128.52 191.985 67.6377 3.76973 124.347
internal_count=561967 312577 249390 150375 302264 286673 69969 21556 15591 4898 138514 216704 93703 70776 16045 123001 8562 6658 1599 5059 104222 42311 61911 48 48413 34188 5011 3415 205 1596
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=31
num_cat=0
split_feature=1 31 8 13 23 47 33 26 21 8 36 25 30 27 20 17 32 34 16 33 36 14 40 39 40 36 17 45 45 37
split_gain=25.1441 45.8001 58.5853 55.4217 61.7764 85.5336 51.0032 48.156 51.8362 63.4026 48.622 42.5234 54.2252 57.6752 47.8651 52.8401 52.6057 42.7898 46.4436 45.869 42.2461 53.1914 43.4806 58.6669 47.3654 41.9747 77.2465 95.1745 65.4991 47.7206
threshold=1.5000000000000002 -0.34534306616897509 1.0450000000000002 28.738593193323535 19.509497783523667 0.38044831318618605 47.165650786823939 8.5718079285925395 4.0025372110764144 1.9650000000000001 273.21018155059738 6.2024042211408075 0.8996690948731042 18.48272769928229 9.0048169341776099 185.93472703555088 0.70103349530130099 0.20719429367178538 5.6797627969416338 80.088067669287838 477.93422675217812 8.1987756015855329 0.19664265191832409 168.78163135243219 0.12994495269367626 315.73532228361211 154.35500438173486 0.25120441092793527 1.8371777459859631 0.22620232562456297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -10 12 13 14 17 16 -16 18 19 -8 22 -22 23 -20 -25 29 27 -27 -28 -3
right_child=1 25 3 -5 5 6 11 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.001731966819680234 -0.02411693556685569 -0.0077060389444363955 0.0087905838879243133 -0.0039697477817731844 0.02992571985862651 0.33156653138155723 0.43821806383797074 0.0092969081041311095 0.27327862578719175 0.068401170802760244 0.12773539659154032 -0.011883702802289467 -0.012903420024272139 0.40435739610554783 0.12265066647413635 0.029706116294965175 0.37838227588794077 -0.015437780639503332 0.34101343968502384 -0.026991617256450547 0.15439116207855391 -0.05256198330384735 0.0039862345666290613 0.21276647845680011 0.020033552592383076 8.8419715657078878e-06 -0.00068902368590546652 0.012340569215199815 -0.010572521710559777 -0.00047114299587004693
leaf_weight=14603.608427770901 121.21296104160137 4426.0178660125239 450.1051985748345 345.53125721262768 17.317403498338535 1.317674949299543 0.54991156212054093 17.453934239223599 9.7837678953073937 20.898194211535156 13.878208531066774 70.566726607619785 39.580459615564905 1.1794704026542593 5.6633291377220285 7.0560897511895737 3.1181825671810657 26.380823251791298 4.0695038870908382 14.531905988929791 4.9566993885673574 8.3103207922540587 4.7217515180818728 6.8517919485457224 5.9612628757022321 4253.4208330553956 15158.962799970468 2475.1111484545982 1884.7243280599359 4698.9230641188333
leaf_count=78409 9340 116172 6536 5547 378 7 10 102 67 89 99 1441 835 20 75 100 26 531 29 616 37 130 51 39 93 51619 201881 21856 16268 49564
internal_value=-4.03992e-06 -0.000747539 0.00884307 0.0125431 0.0203138 0.0385672 0.0214943 0.0826456 0.103335 0.131864 0.187915 0.0194865 0.0361394 0.0569334 0.0524876 0.131591 0.213457 0.0360754 0.0632801 -0.0100292 0.0949863 0.0247579 0.138113 0.175626 0.123098 -0.00109767 8.86395e-06 0.00454511 -0.00178196 -0.0039804
internal_weight=48701.8 34098.2 1201 1079.78 734.253 284.147 204.816 79.3315 61.8776 44.5602 23.662 203.498 132.932 93.351 92.1716 15.8376 8.78151 76.334 49.9531 15.0818 34.8713 13.267 21.6043 16.8826 12.8131 32897.2 23772.2 6728.53 17043.7 9124.94
internal_count=561967 483558 26198 16858 11311 4775 4040 735 633 255 166 4033 2592 1757 1737 201 101 1536 1005 626 379 167 212 161 132 457360 291624 73475 218149 165736
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=31
num_cat=0
split_feature=43 0 43 41 40 49 8 0 41 24 37 31 47 33 26 26 36 21 18 22 17 28 8 16 22 30 31 22 8 28
split_gain=25.5904 55.3802 51.5057 62.9763 55.2154 48.8592 50.253 48.9878 48.177 49.6706 45.7195 54.4615 57.2847 56.4065 45.0142 42.0733 78.3121 52.3312 66.362 54.1352 47.9869 41.6525 41.589 48.9654 50.5394 44.8156 41.9415 41.4462 41.0519 40.6606
threshold=2.3797351970813265 12.65 3.5580101700081666 4.960226528105939 0.26928819517093155 0.64371597744465492 1.1050000000000002 3.5500000000000003 3.2724394088612074 15.84241738371748 0.11560808657728812 0.49173596982455275 0.64599169143101576 3620.8520843291426 3.0016637942595072 4.317008272653684 364.87765975124341 9.1109925770786173 188.46362360879587 18.158878503825175 666.65671270646453 3.6450403158840805 2.2950000000000004 2.8600271890828912 82.381104974480635 -0.56387072698299823 -0.14844722084028847 12.164182562587213 1.8650000000000004 2.394857000695811
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 8 6 7 14 9 -4 -5 12 13 27 21 28 -17 18 19 -18 -21 -1 23 -10 -25 26 -24 -12 -3 -9
right_child=2 15 3 10 -6 -7 -8 29 22 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.041264697058113115 -0.0049120826436537951 0.028651157866580582 -0.051409662890757803 -0.0089571059850585815 0.00076254660957986165 0.0056522097895837752 0.00092917568675924926 -0.025606140318725143 -0.035912032101006623 -0.010690087809620871 -0.024735221770603479 0.0002414475780617295 0.0056183215308944039 -0.042413300308334533 0.020418241677775242 -0.10591013439790183 -0.1726532990456045 -0.0071670422833641795 0.18584364130362827 -0.029159099071554624 -0.13630319310602504 0.04525693954717596 0.1291166418021584 -0.0040157421473950416 -0.031023637003461474 -0.0014758003878267622 0.016279819511447517 0.025246158492021623 -0.0057499511690895129 0.017703287338693276
leaf_weight=68.717826000531204 6657.4721638627816 110.61641878494993 114.72080679249484 568.5947487486992 7088.0965789170004 5760.6589465647703 17252.560380586307 471.60083671426401 177.67803710483713 215.71133213443682 43.531559707596898 2311.8781762243016 1958.0606059619458 34.299807574367151 174.54280519817257 23.988781907595694 8.0615986250340921 553.08334253495559 3.1302612093277267 113.93706134450622 11.505529531277714 17.440503897145391 12.372965287417172 1169.2548861212563 203.33935280982405 2199.9135866113938 24.626790324226022 878.84261587657966 401.46477005677298 61.229924108425621
leaf_count=11136 99015 1285 1208 5547 42265 60898 178721 43902 4776 1739 285 16076 31599 309 7566 252 79 3553 15 872 165 231 45 16700 5837 11304 136 12549 2231 1671
internal_value=-4.90876e-06 0.00110945 -0.00118399 0.000275909 -0.00191254 0.00164309 0.000363308 -0.0119395 -0.00651746 -0.0248273 0.00450754 0.00597233 0.0105179 0.020546 0.005821 -0.00925479 -0.0171013 -0.0140125 -0.041722 -0.0470577 -0.0389863 -0.0237507 -0.00491993 -0.0112139 -0.00801676 -0.000557982 0.0540132 0.0228873 0.00168115 -0.0206293
internal_weight=48690.9 25032.5 23658.4 17000.9 11205.7 23806.8 18046.1 793.532 4117.62 330.432 5795.21 5226.61 2914.73 956.674 260.701 1225.79 713.707 689.718 136.634 133.504 125.443 86.1583 3787.19 1550.27 1372.59 2236.91 36.9998 922.374 512.081 532.831
internal_count=561967 312577 249390 150375 84010 304125 243227 64506 41745 2947 66365 60818 44742 13143 18933 8452 4936 4684 1131 1116 1037 11367 38798 27313 22537 11485 181 12834 3516 45573
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=31
num_cat=0
split_feature=32 30 14 14 15 7 32 34 35 12 43 31 38 27 30 38 37 7 41 37 36 17 9 24 18 8 49 34 38 40
split_gain=25.3408 30.0406 42.8443 43.4543 41.5805 32.762 42.9757 31.0513 29.0975 27.5899 27.376 27.281 49.4147 32.6102 36.077 26.8938 62.19 69.024 58.1921 58.1662 50.5247 55.7314 44.9127 44.5576 45.987 43.9179 46.8188 43.3714 42.8759 46.9916
threshold=-0.098976662828774944 -0.64500736076183374 20.426166621051795 16.479611639036914 1.2893157703113844 3.5650000000000004 -0.33074469702682385 0.015220840820456919 2.2740534733792432 444.04811356693648 1.5919550872255546 -0.46015981211685314 4.017757478109794 2.0700489999513225 1.8405413039572982 8.0352908527848843 0.20148857060661227 2.1750000000000003 6.9766536658921519 0.1171450002388022 156.41018564787478 377.99695241704745 4.3050000000000006 12.916426984873995 33.912760372472256 3.9550000000000005 0.86330149363283282 0.11876437380353029 11.757168258051566 0.072530963870011581
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -5 -6 -3 11 -7 12 -10 -14 -15 16 17 -2 22 28 -19 25 -18 -23 -25 26 -22 -21 -17 -30
right_child=15 2 4 5 7 10 -8 -9 9 -11 -12 -13 13 14 -16 19 18 20 -20 27 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.015292282667359148 -0.010434566162086188 -0.075679335125857339 0.20450297842589002 -0.047218338200644742 0.074867919869543192 0.029844942033820439 0.041212312841830412 -0.022032148473915658 -0.06286366999333419 -0.032752804361916611 -0.044228991142799511 -0.0058519936129344365 0.072109713773395437 -0.01546104635436296 0.11219112914630468 -0.0043334483728067327 0.00081887526781083031 -0.018124286614926995 0.010071486754004447 0.018678077141592472 -0.0010785920546978168 -0.015485784423328373 -0.022959763051447785 0.025479241587481917 -0.004815470821509152 0.010898359064272313 0.015000226930572166 0.0048545116718601454 -0.0028625419030810992 0.0067187986550660446
leaf_weight=156.5404841954587 2503.2653015575488 15.003485654480754 2.0621565930778152 15.406021652626803 8.4035878898575884 20.734908927581273 126.97684434487019 510.35477718157927 14.109930650331078 85.153282616171055 31.304964086273685 826.128360786126 37.641217873664573 31.886485040420666 6.6975303846411398 3291.0529103786685 17462.780281025567 434.98031801416073 1764.4321241183206 738.93504354718607 8750.4444449093426 1032.6785729299881 200.86388362955768 139.46286775206681 1230.7806285268161 977.57259439537302 477.44651539169718 2444.5620775381685 2120.3783395980718 3227.6735107939458
leaf_count=2292 62806 173 39 281 39 129 1620 7035 143 1996 331 15070 268 432 18 59824 137087 11117 16197 7085 115610 11124 1576 977 12724 4669 4282 23364 29326 34333
internal_value=-4.97888e-06 -0.0056836 -0.00757957 -0.00242225 -0.0195717 0.0192354 0.031644 -0.0204624 -0.00656416 -0.00552887 -0.0147148 -0.00299935 0.0230885 0.0389989 0.00669721 0.000224169 -0.000472722 -0.00282967 0.00141334 0.00228578 -0.00137015 -0.000792142 0.000548474 -0.00764287 -0.00173209 0.000820892 -0.000246682 0.00806316 0.000156823 0.00292002
internal_weight=48685.7 1888.4 1731.86 1211.04 520.821 194.423 142.383 518.758 1016.62 1001.62 52.0399 916.464 90.3352 76.2252 38.584 46797.3 34974.7 15546.6 19428.1 11822.6 13043.4 12608.4 17663.6 2402.92 1370.24 10205.5 9227.89 3183.5 8639.1 5348.05
internal_count=561967 29866 27574 20461 7113 2361 1901 7074 18100 17927 460 15931 861 718 450 532101 378169 223309 154860 153932 160503 149386 138663 24825 13701 124561 119892 30449 123483 63659
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=31
num_cat=0
split_feature=34 37 38 46 24 22 0 20 46 7 33 28 0 42 16 28 16 45 31 8 45 33 27 43 13 23 17 16 36 12
split_gain=25.8472 53.6566 78.149 48.6976 46.2514 55.0082 46.3212 46.2987 46.2273 51.3105 45.1052 51.2959 47.7185 51.4548 42.7147 41.52 55.4433 52.1608 55.4274 42.4292 48.6288 48.2869 85.8404 44.0784 61.7691 47.2285 43.9648 43.3582 41.8385 40.8949
threshold=0.25640244475855051 0.28697887016966611 3.5693404412497887 0.059608528968049974 4.4737728758750297 16.207652683225529 8.5500000000000025 0.51959034980011809 0.035634160100318717 4.9850000000000012 858.62225169361272 1.7340683418694709 15.15 13.920997219677757 14.879008783299023 1.5671725598574777 2.4406356755920551 -0.037097172982100572 5.0913751032908108 0.80500000000000016 4.3606447883482877 80.088067669287838 6.5394530708063643 1.0268071599447224 16.465230385012578 12.232862653691162 328.10214641409772 12.028804133578335 2225.8514349260636 34.097366380200576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 14 -7 -2 -10 12 -12 -3 -14 -6 19 -17 18 -18 20 21 22 -9 25 27 -21 -26 -25 -28 -13
right_child=8 10 3 -5 5 7 -8 15 9 -11 11 29 13 -15 -16 16 17 -19 -20 23 -22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=-0.011638547561121378 0.0029194840606822352 0.012267036422578181 -0.0041761322509787637 0.006515445837972385 0.01691831096703722 0.070594858830631782 -0.0091655546589029281 -0.069025406250996971 -0.0053019882009613184 0.0028934267179026077 0.015767569899077617 -0.096612286014951393 -0.17612247147587687 -0.014679045811017933 -0.094916988364100993 0.011562678640381133 -0.011861488174657001 0.00088075275148688991 0.015688191185134294 0.01917617824502435 0.4632862052448749 -0.033975770588711339 0.60596628679260778 -0.0055915151279706636 0.0054248625155754737 0.0040835095336906662 -0.0060112302336429654 0.027488917085203436 0.011990779547554661 -0.016782952326237954
leaf_weight=1336.0564545257366 3894.379373998032 2028.963436627062 5273.6105550965294 3234.6062721961644 990.71425512060523 23.482608131016605 224.80092035373673 1.1062118515837926 8367.7957479271572 2474.6977815225255 137.83860230632126 17.350928471423686 5.2054279120638958 95.153799544088542 8.6122824009507877 546.08366931276396 2477.0473054774338 1976.4966388548492 197.09782956494018 637.88528395269532 0.50185383134521444 118.12677164305933 0.82028535776771594 3763.5366239667637 5499.9152569449507 2765.7351300012087 1854.4330455196905 101.73072008369491 390.76667995587923 212.81635704310611
leaf_count=14109 26633 12231 86705 34055 4963 552 1346 65 72052 14449 799 149 55 759 60 8472 27463 20246 1540 5204 15 13364 9 55727 89684 36780 29338 468 3221 1454
internal_value=-4.79548e-06 0.000754785 0.000194172 0.000719619 2.14635e-05 0.0010473 0.0113414 0.00042822 -0.00175315 -0.00343146 0.00780882 -0.00835481 0.0106023 -0.0230528 0.0159545 0.000347177 -0.00350882 -0.00527853 -0.00983094 0.0016712 -0.027873 -0.0299262 0.21838 0.00190843 0.000441592 0.00691208 0.00301796 -0.00472086 -0.00287806 -0.0228008
internal_weight=48657.4 33920.5 31423.2 30087.1 26852.5 21578.9 1224.13 20354.8 14736.9 10842.5 2497.33 368.006 2129.32 100.359 999.327 20331.3 5196.73 4650.64 2674.15 15134.6 120.555 120.053 1.9265 15014 11610.4 3403.62 7745.11 3865.27 2245.2 230.167
internal_count=561967 448833 433386 419277 385222 298517 6369 292148 113134 86501 15447 2402 13045 814 5023 291596 57721 49249 29003 233875 13453 13438 74 220422 178438 41984 122243 56195 32559 1603
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=31
num_cat=0
split_feature=28 33 30 8 16 8 47 47 6 45 38 40 37 34 37 36 29 4 37 8 40 41 30 32 25 19 38 37 38 16
split_gain=25.1441 38.746 43.8872 39.3262 41.5283 36.3502 38.6658 35.5506 34.0944 53.0778 40.6087 53.7409 51.0672 46.0889 68.5611 62.135 58.3189 49.0543 43.2903 43.1121 43.0551 41.7301 47.4111 44.6584 42.8744 46.1839 41.2686 75.558 65.3801 62.5616
threshold=2.602439799425424 714.96288038560772 -0.31094998016334996 0.96500000000000008 0.92082217619512052 0.80500000000000016 5.3141709348462394 1.4361639395824082 1.5000000000000002 7.3153450729537521 3.1421088974059797 0.39056002584406674 0.34884509351739951 0.25640244475855051 0.25074187495221295 97.587577065710789 22.350677344248464 1.0000000180025095e-35 0.44302848314813009 1.5050000000000001 0.30113623468140155 5.9710513990592551 0.61920747053363046 0.026702582062272204 8.7745507817569841 9.7681526559255722 5.3480255482546015 0.1344688608692873 9.6684135720402633 10.398595370490062
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -1 -5 10 -10 12 13 -7 14 15 16 -12 18 19 21 -14 24 -23 -24 25 -15 29 28 -28 -17
right_child=1 2 3 7 -6 8 -8 -9 9 -11 11 -13 20 17 -16 26 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.026654498295091374 -0.00083966049290570941 -0.038039475823983072 0.50689978725646323 -0.015443605922733715 0.039786001968076468 -0.016626516184790548 0.028034023528199278 0.00049184330586138456 0.015602032101445186 -0.070592617400978566 -0.02672969366572512 0.0071708322471616326 0.018178077513475027 -0.013650274207182908 0.0098571018344026633 -0.0048009368944578528 0.040676225492876951 -0.049484365180627876 0.046791084495873658 -0.0049889229823789714 -0.0045948225061052386 -0.004800626720676591 0.20492571362310619 0.036909086518042832 -0.027706910956893888 0.016240210413454012 -0.0048045587863286797 0.0057556084113414719 0.0027822979397654161 0.0094573415116464173
leaf_weight=214.47124076570617 6373.2915441687801 124.84762762591708 0.48281426029279728 792.63870627095457 32.823752543772571 761.76454967889003 38.055000791442581 626.72476625721902 548.23991544358432 18.461885269265622 326.59255468379706 3068.3398825876648 251.44852418242954 197.28353810752742 2097.7571624773555 5386.6156143705593 35.585155981592834 57.353499511547852 43.292751744389534 5724.0814211076358 1188.9160428210162 87.370634152903222 4.0629720475990316 148.72548303857911 113.54571921774186 374.63409261987545 5201.4514031085419 7646.2493564195465 6253.7438260146882 897.51740206591785
leaf_count=21814 48585 1442 8 6674 535 6652 822 4223 2613 186 7117 16312 1492 4709 14865 83217 862 1768 245 40987 8968 2201 60 2537 2701 6351 91454 93754 81799 7014
internal_value=-4.48446e-06 -0.00257619 -0.00959192 -0.00714704 0.0465573 0.000498081 -0.0184131 -0.00840725 0.000616192 0.012794 0.000443084 0.000828947 -0.00615654 0.000266479 0.00116503 0.000456855 -0.0201068 -0.00344008 -0.00304552 -0.00336998 -0.000619293 0.00664165 0.0245774 0.041377 0.000357657 0.00592946 0.000750239 0.00190655 -0.00066266 -0.00276453
internal_weight=48636.4 7950.81 1577.52 1452.67 33.3066 40685.6 252.526 1419.36 40433 566.702 39866.3 37664.2 2202.13 34595.9 27845.5 25747.8 362.178 6750.35 6693 6649.7 1440.36 925.622 240.159 152.788 685.463 571.918 25385.6 19101.4 11455.2 6284.13
internal_count=561967 61467 12882 11440 543 500500 22636 10897 477864 2799 475065 457953 17112 441641 380082 365217 7979 61559 59791 59546 10460 18559 4798 2597 13761 11060 357238 267007 173253 90231
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=31
num_cat=0
split_feature=24 31 15 0 28 38 49 14 0 21 0 8 19 26 16 42 22 26 34 47 34 19 32 47 40 49 42 18 19 49
split_gain=24.6599 66.7113 50.3476 50.5698 45.9319 43.9908 43.8723 41.4036 41.6987 40.8343 67.3489 89.788 77.2768 57.4512 97.7378 61.3177 59.0067 47.4727 45.0537 43.7963 42.8421 42.5049 42.3813 37.9034 37.357 35.7743 38.0675 35.3771 47.6158 48.2108
threshold=19.283047696957457 0.74769084722388002 24.713138039297291 16.850000000000005 0.16618706563752858 8.4709637697908988 0.71918937141200612 28.854963298959451 7.4500000000000011 14.617732529224595 5.1500000000000012 1.4450000000000001 14.952714381637401 7.2219709770942915 8.0055605675247694 13.165997127389241 37.414031349885299 15.694981129924964 0.71746413579897783 0.16031567595035173 0.28874723388999685 16.616528406307179 8.5055882971665362 3.3894573187192738 0.10404508088190943 0.61504357085868233 8.7307994375596518 87.0314251718154 15.471364636604104 0.50212344959073896
decision_type=2 2 2 2 2 2 2 2 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 9 3 -3 -1 23 -5 27 -9 10 12 18 -2 16 15 -15 -14 20 -12 -13 24 -21 -18 -4 -16 26 -23 -6 29 -29
right_child=1 2 5 6 7 -7 -8 8 -10 -11 11 19 13 14 17 -17 22 -19 -20 21 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.034062833000268307 0.020761873693820966 -0.00079822372020377621 -0.061491805304436577 -0.021965889729720557 0.00014434963238287604 -0.0024920469411154307 -0.11092117643360087 -0.017251412876835324 0.0053258155797700161 0.010998836118912593 -0.031485551089840087 0.035361182661085531 0.01554888269036115 0.030209355205921124 -0.056425855509076056 0.00079387874364524524 -0.017096593412294716 0.015593914959403602 0.40720429101358252 -0.021363832003553285 -0.044344112035627298 -0.04214532541066688 0.40977061757940403 0.00062718907079993319 -0.0015766898172171577 0.013985570496808854 -0.0012702778149887028 -0.0052023390102780174 -0.010197684271871191 0.030520089568738168
leaf_weight=102.205934070691 781.0322401872254 3081.1305688832654 95.652734988834709 74.644658748060465 35129.884924325452 110.09750887565315 17.021476230584085 695.76464730506996 289.65411298419349 2007.4468416250311 285.5427015859168 82.083033195696771 189.23824353516102 517.48872377444059 34.345164173748344 269.38936010817997 571.15977021167055 178.43037075549364 0.58647026540711422 242.17623145040125 96.832485305611044 60.988100388087332 0.58206425467505951 33.038553570397198 322.93846209789626 396.52862067427486 862.63474038965069 235.65062343806494 1693.0405891890405 157.62858186545782
leaf_count=8737 9766 18077 745 444 421244 486 153 9034 1902 11128 10543 385 1537 3178 545 2171 20061 884 11 2276 1087 625 5 161 3699 2540 7189 4969 16086 2299
internal_value=-4.47095e-06 0.00216599 -0.00355337 -0.00188701 -0.000588738 -0.0256943 -0.038484 -0.00049918 -0.0106151 0.00499406 0.00252998 -0.00473618 0.00726673 0.0024327 0.00837537 0.0201389 -0.00865191 -0.00625828 -0.0305864 -0.000238219 -0.0148444 -0.00210857 -0.016662 -0.0455442 -0.00684926 0.00142372 -0.00396931 -0.000231329 -0.00655709 0.00911542
internal_weight=48614.8 10311 3411.59 3172.8 38303.8 238.789 91.6661 38201.6 985.419 6899.42 4891.98 1930.54 2961.44 2180.4 1419.42 786.878 760.98 632.546 286.129 1644.41 454.116 1562.33 571.742 128.691 357.284 1320.15 923.623 37216.2 2086.32 393.279
internal_count=561967 97696 20066 18674 464271 1392 597 455534 10936 77630 66502 23569 42933 33167 11564 5349 21603 6215 10554 13015 5331 12630 20066 906 4244 10354 7814 444598 23354 7268
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=31
num_cat=0
split_feature=1 8 1 31 41 8 13 22 33 24 33 12 36 23 47 17 21 12 33 16 38 37 34 37 32 43 46 15 28 15
split_gain=24.5743 29.574 25.364 43.6377 42.1329 43.4065 43.2955 43.9342 48.0621 42.6519 41.7561 44.8658 41.4952 58.9891 53.1736 39.8626 39.6781 39.5585 70.528 46.6459 39.2172 89.2576 42.3373 59.6336 39.6599 39.5867 39.0306 43.4483 38.4012 41.6463
threshold=3.5000000000000004 1.7150000000000001 1.5000000000000002 -0.41182057144565959 3.9424463449687557 1.0450000000000002 46.183239225143652 12.844864147976683 70.115270712968865 58.095465149178736 189.60721451984173 15.639297742495527 180.65080300169697 19.22677025615943 0.74323806765925704 61.682659373982055 5.1081981150989195 54.500379123811406 272.06923298836313 2.0286735136683371 4.1445610419872212 0.32129380006411362 0.25640244475855051 0.21076683002131855 -0.086917632148745164 8.4290292458820471 0.033368400613878531 3.1513744218199027 1.8049150512371075 6.2377202530983977
decision_type=2 2 2 2 2 2 2 2 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 9 -6 7 -7 -9 -4 11 -10 26 16 15 -15 -14 18 20 -20 21 25 23 -22 -23 -1 -12 -28 -13 -30
right_child=1 -3 3 -5 5 6 -8 8 10 -11 12 28 13 14 -16 -17 -18 -19 19 -21 22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.015636692315496532 0.055571105528587697 0.0077290319227543069 -0.021278672624022665 -0.0011512242220709163 -0.021238435550892162 -0.080454021008965357 -0.015050098380224405 0.11042255610503099 0.081524592388658113 0.081649146701244818 -0.0026798174016399623 -0.036218106436173347 0.01411507890951931 -0.017641349400874064 0.014394220009739426 0.077107165629787255 -0.054906110414502413 0.0055048333888832908 0.017477832078530164 -0.012355721428263669 0.004305618494119679 -0.038630944180527947 -0.0011051206260657644 0.020783808138722555 0.0056531687243684585 0.0044364285133842996 -0.022106648474693579 0.12145317253811892 -0.029315402052488778 0.13534999572620615
leaf_weight=1198.2537380065769 34.750963658094406 458.3782874008175 132.9621698372066 32769.114296361862 67.809489749022759 9.413100650534032 71.974830858060159 17.30644556786865 12.947017449187113 10.889261917211114 12.476867738412691 63.040394743205979 86.97500324388966 12.546583043877034 90.923894020845182 96.345369662623852 27.376097924076021 4525.550831141416 143.8338213856332 1470.8975935396738 2211.7207162780687 51.879229336977005 1949.2169420765713 730.35812516929582 1986.2023589960299 308.94489960558712 6.2609631516970685 33.3138031817507 7.7812322890385968 7.5806864202022552
leaf_count=7500 103 2390 1522 466707 4872 111 1154 226 147 62 195 1692 1148 134 1369 872 286 22751 754 7832 13880 335 10925 3772 9318 1342 124 233 168 43
internal_value=-4.45226e-06 0.0111005 -0.000118269 -0.000875125 0.0109067 0.0165296 0.0211336 0.0265112 0.0286315 -0.0134872 0.025538 -0.00470466 0.0330817 0.026231 0.042621 0.0661902 -0.00240886 0.00162303 -0.000124729 -0.00969827 0.00170761 -0.00229655 0.00460989 0.00839626 0.00452592 -0.0115221 0.0744304 0.0987412 -0.0189442 0.0519425
internal_weight=48607 493.129 48113.9 33537 767.923 624.072 556.262 484.287 474.874 143.851 457.568 91.3493 366.219 314.167 199.816 108.892 114.351 14576.9 10051.3 1614.73 8436.58 3545.28 4891.3 2942.08 2038.08 1507.2 52.0516 39.5748 78.4023 15.3619
internal_count=561967 2493 559474 481065 14358 12774 7902 6748 6637 1584 6411 2050 4361 3809 2375 1006 1434 78409 55658 8586 47072 18495 28577 17652 9653 8842 552 357 1903 211
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=31
num_cat=0
split_feature=27 40 29 42 35 7 43 28 32 0 0 20 38 37 40 40 31 41 47 37 31 34 38 37 8 32 40 19 32 26
split_gain=24.1658 29.5917 25.9104 58.68 50.7529 47.3245 41.9075 37.179 39.6335 37.6951 36.5875 35.2023 34.6237 48.8409 48.1437 45.4679 49.9222 65.2363 46.9151 45.0483 44.646 46.4635 42.9185 40.4458 39.1567 50.6885 52.1503 49.4953 66.661 51.196
threshold=0.3023626158165062 0.21089574438439312 5.5761766790962719 16.930087427406971 3.9060798439296818 3.8650000000000007 1.3698996900687856 0.21299072601220784 -0.38967838684021411 15.450000000000001 3.3500000000000001 23.428501673511292 4.017757478109794 0.32129380006411362 0.30875469126918281 0.33573534196843541 -0.26021538285607632 4.1121164700194965 1.3743587130088282 0.20603866334646218 0.62358326819270038 0.71746413579897783 6.3009197359810116 0.41187362928429727 2.0950000000000002 0.342523390841666 0.20549419203753652 3.8482226052176096 0.84155389620947318 2.240193694778704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6 8 -7 -9 11 -5 13 15 20 16 17 -4 -19 22 23 -22 -14 -15 25 26 -24 28 -27 -29
right_child=2 -3 12 10 5 7 -8 9 -10 -11 -12 -13 19 14 -16 -17 -18 18 -20 -21 21 -23 24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.043161052840313865 -0.010706753051059847 -0.0023153896289098259 -0.017951388731542461 -0.0018340068812557082 0.004382302454266968 0.36897788784265462 -0.0078726345175377417 0.010609207628480657 -0.026216099040421072 -0.041289380884686436 0.0090155773561774143 -0.049263968626707427 -0.0042050392396847606 0.0073266630760437344 -0.0032935411895291013 0.010571830687764095 -0.012451975812238433 0.049001866703004771 -0.036142444583254989 0.0036338759289594536 -3.0297580440606832e-05 -0.17855545027685876 -0.0089210763340641167 0.033040654230813017 -0.0019499469560723447 -0.0019897881658105412 0.010040714673540374 -0.0099335897754294113 0.036315210354048041 0.0053457956661401235
leaf_weight=71.699480608745944 1047.3321489235968 116.21497956232633 100.52787154668476 337.04676190577447 1236.4023014447885 0.63895121880341221 1600.8273162883124 1661.8481123868842 89.606789141718764 35.740021106554195 3314.9242766243406 44.257512687239796 6663.8914758502506 401.91817863518372 3926.9167642950779 284.78331409418024 2506.7805855742772 106.63173712976277 19.072336108773015 7528.232911187748 724.06087655341253 3.6630646493285886 1452.6509510061005 246.84411088912748 8047.2687518934254 192.12420323048718 483.23218820174225 609.38171643571695 277.82266073510982 5463.3146719290526
leaf_count=2870 11993 1547 1169 2051 14387 12 33229 11957 4128 245 17378 358 101653 3190 26753 1441 24672 1276 317 65468 4320 42 51309 1339 43733 5956 5036 31182 5804 87152
internal_value=-4.49759e-06 -0.0179002 6.49719e-05 0.00242633 -0.000767954 0.00148266 -0.0025322 0.0078541 -0.0234181 0.00951657 0.00732842 -0.00733914 -0.000501708 -0.00336266 -0.000473064 -0.00844075 -0.0104219 0.0120726 0.0360834 0.000273296 0.00757335 -0.00092892 -0.000817672 0.0171104 0.000548255 0.00291939 -0.00418786 0.00502233 0.0206553 0.00381254
internal_weight=48595.7 187.914 48407.7 9368.62 5672.4 4625.06 2837.23 1787.83 90.2457 1697.59 3696.23 381.304 39039.1 8321.2 5303.4 3017.8 2733.01 226.232 125.704 30717.9 1376.49 727.724 23189.7 648.762 16525.8 8478.53 1935.88 6542.64 469.947 6072.7
internal_count=561967 4417 557550 95738 75951 63958 47616 16342 4140 12202 19787 2409 461812 64519 35644 28875 27434 2762 1593 397293 8891 4362 331825 4529 230172 186439 56345 130094 11760 118334
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=31
num_cat=0
split_feature=46 34 46 7 33 36 26 40 19 24 0 38 43 41 26 23 37 24 29 36 0 31 13 12 41 35 45 31 33 47
split_gain=24.0255 43.3504 42.9111 46.3692 46.0887 47.8936 44.6544 42.513 59.2488 61.6683 44.3559 44.2003 50.4654 46.7118 48.8302 47.5795 45.2917 43.3653 62.1901 42.1836 41.8979 46.3067 52.6985 51.1367 48.4988 65.8212 59.5126 63.6226 77.6043 88.6317
threshold=0.0061699830488579936 0.21309250269354713 0.035634160100318717 4.9850000000000012 252.29209455821479 754.58473995516397 73.74767054318059 0.19664265191832409 8.775839913341775 20.762469591161967 9.5500000000000025 13.645349938528369 3.8368856811113905 5.8877134076351227 1.2779367475712256 5.4554443287987313 0.32739055614982354 2.8440808929381647 23.139660556935059 97.587577065710789 6.3500000000000005 -0.27857389643580893 42.754900853827017 95.396205569894704 7.6865683243846865 6.0954487290438024 -0.39887686061007382 0.43472848668773362 120.14131552067136 0.57525751693953719
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 9 11 -9 12 13 -2 -15 17 -17 -16 -19 -14 21 22 23 -10 -23 26 -26 28 29 -28
right_child=1 2 3 -5 6 -7 -8 10 20 -11 -12 -13 19 14 15 16 -18 18 -20 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0032596695931135138 -0.035948324736491268 0.0029852898166965848 -0.0035330022040260599 0.0025840865080202879 -0.011190509124642409 0.0086632895421372164 0.020665177732695959 0.005853475804218862 0.0014036964790522834 0.024612349007985534 -0.0040409795440533606 0.0049878070513625821 -0.035873763401999513 -0.047848616357101859 -0.0086482074154449629 -0.014248012628271915 0.05147532383405036 0.033565779637605951 0.20188362436923182 0.013038938171062775 0.0053938156147966222 -0.0057177077303457958 -0.020768924358250632 0.039198358756757604 -0.0066999870262116267 -0.00043568503726251306 0.39732773566414581 0.0091298907665529859 0.040204889261875404 0.10060728899280623
leaf_weight=5075.7601589607657 241.76081456174143 4459.7004435813869 8559.0875523096765 3396.1178270603996 2559.2655390800792 888.49595390656032 114.95053456071764 8003.9848286500201 156.66539835330332 147.71772623097058 1319.3957670781529 476.64390448073391 52.07241852034349 89.345175418187864 62.615305836778134 1133.2003188949893 26.833892011083663 52.110785546945408 6.133788375882431 287.18686602142407 4516.4108803775744 3624.8831714498228 84.740849531197455 208.7484349856968 152.73737021198031 2530.9283725119312 2.9785288617131327 173.30342626746278 158.57687474414706 16.231928267283365
leaf_count=48717 8344 36602 83169 21025 24635 5252 552 63774 4585 1847 8699 11640 1284 7010 754 48437 104 454 63 5295 43395 70146 3339 5718 2016 49837 93 1483 3306 392
internal_value=-4.36142e-06 0.000375457 -0.00133733 -0.00257961 -0.0040263 -0.002386 -0.0098212 0.00182995 0.000107773 -0.00675367 0.00445326 -0.00866203 -0.0119963 -0.0156852 -0.0121101 -0.00961721 -0.0127277 0.0202378 0.0512915 0.0055314 0.00162783 -0.000764468 0.0147561 0.0229945 -0.00181357 0.00284975 0.0193538 0.0306881 0.0517026 0.146613
internal_weight=48578.6 43502.8 19977.6 15517.9 12121.8 9447.58 2674.22 23525.2 14201.8 2575.62 9323.38 2427.9 1951.26 1612 1370.24 1280.89 1160.03 120.86 58.2446 339.259 11626.2 7109.79 450.155 365.414 6659.64 3034.76 503.828 351.091 177.787 19.2105
internal_count=561967 513250 171235 134633 113608 88421 25187 342015 269542 85232 72473 83385 71745 65166 56822 49812 48541 1271 517 6579 184310 140915 13642 10303 127273 57127 7290 5274 3791 485
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=31
num_cat=0
split_feature=45 38 0 8 47 26 31 49 14 34 37 38 38 8 37 14 33 40 7 0 16 30 17 33 22 16 37 38 0 32
split_gain=23.9165 34.5638 32.7189 35.0648 30.6583 30.0606 28.2328 27.5942 53.8253 30.7738 44.918 59.5965 50.567 79.549 59.5738 50.4868 55.2383 50.7502 54.4881 50.4516 47.8695 48.1578 46.1149 44.2051 56.7532 55.9577 51.8007 42.7794 40.8103 39.6609
threshold=-1.2007780551081888 50.852404610663903 4.0500000000000007 1.9450000000000001 3.8359990012464831 1.7419381133802558 0.069803165029135486 0.8385255231472496 20.77990211313362 0.26620343755899772 0.20148857060661227 5.3480255482546015 6.8053869173832124 3.9550000000000005 0.1451334994107831 5.7197349433127389 123.93632347166029 0.2938994278191544 3.8050000000000002 6.1500000000000012 12.401084867686158 -0.736365842299606 45.550549373121598 1258.4304531870637 54.127492334278664 7.2068914191356237 0.23645682366511817 3.0862548994624652 3.5500000000000003 -0.098976662828774944
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 -3 6 -5 9 -9 10 12 23 13 15 -14 17 -17 18 27 -19 -18 -22 -13 25 -25 26 -12 -2 -26 -11
right_child=1 4 -4 5 -6 -7 -8 8 -10 29 11 22 14 -15 -16 16 20 19 -20 -21 21 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.032069278283052019 0.40824026035850941 0.029442152790152106 6.2959879510777458e-05 0.11801354706659406 0.00056269978139328867 -0.010560583727753137 0.010451480152940257 0.0067892803538519625 -0.014107489022889589 -0.018763978446180635 -0.0083782299181108279 0.028848429406116888 -0.00021696369210083642 0.010250328408039695 0.0084445558026002652 0.0093310555453034114 -0.0059301993630072958 0.026273717635569883 -0.0026182793743700461 -0.026893003446693486 0.21327957387855523 0.0092052269735736925 0.0079771007181820026 -0.04489182398555204 -0.042609769076421347 0.0089026160424190339 0.0030187895879687874 -0.019783601174000152 0.0092464724858952914 -0.0018956232616583004
leaf_weight=207.42899728997145 0.58401800226420064 189.65146030439064 785.47663829964586 8.6647334992885607 178.29509182320908 333.01026130793616 20.615578643977642 2862.1549746802775 345.33498068456538 358.97197221266106 1487.2130363727338 328.81222260487266 10598.832958530518 961.24565093638375 2442.754956388846 841.08972400100902 4921.1718797269277 160.24229645868763 725.43861269013723 61.840470861643553 2.9080212311819187 490.32306080753915 1356.3953221288975 113.2534290663898 48.001296152593568 2258.760862346855 3024.6574811277678 1353.8982817827491 181.02774649811909 11903.466623792541
leaf_count=4516 5 1264 6503 19 1502 2008 91 27259 3198 3557 21410 2435 169882 4365 24163 12618 87593 693 7913 380 32 3966 11744 792 522 14621 24193 33154 1170 90399
internal_value=-4.66755e-06 0.000183378 -0.0065536 -0.0156759 0.0154481 -0.00628988 0.0422816 6.34384e-05 0.00453943 -0.000265686 0.000564785 0.00359505 -0.000616963 -0.00338777 0.00140538 -0.00491971 -0.00258997 -0.0112506 -0.0136765 0.0114691 -0.00444181 0.0104084 0.0120494 0.00159201 -0.0159389 0.00247827 -0.000737922 -0.019599 -0.00162187 -0.00238943
internal_weight=48551.5 47196.3 1355.2 569.72 367.947 362.291 29.2803 46828.4 3207.49 43620.9 31358.5 8798.12 22560.3 9518.74 13041.6 8557.5 6255.49 2302 2079.92 222.083 5414.4 493.231 1685.21 7112.91 342.282 6770.63 4511.87 1354.48 229.029 12262.4
internal_count=561967 548830 13137 6634 2766 2118 110 546064 30457 515607 421651 76887 344764 150719 194045 146354 104209 42145 41072 1073 91591 3998 14179 62708 2484 60224 45603 33159 1692 93956
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=31
num_cat=0
split_feature=33 24 22 0 19 43 22 15 39 42 25 21 29 0 21 0 13 26 22 45 39 21 15 27 16 13 22 31 24 28
split_gain=23.8081 23.518 52.5989 49.1757 111.254 66.5607 56.1178 52.6623 58.1229 47.8763 46.3034 55.4039 47.8212 45.267 50.0768 43.5639 43.4146 54.913 42.2975 42.2092 47.677 45.0433 42.0291 39.7637 43.4969 42.919 42.8117 40.0031 39.4304 50.9634
threshold=1.0000000180025095e-35 13.594361353989161 286.88722072231502 7.1500000000000012 28.817366869438082 2.6684420772303601 28.947044177854249 6.9883511605049158 186.91010624159028 13.536753681282276 9.3302456515002401 7.9468504385925902 41.358116358285486 3.7500000000000004 13.647736457012817 4.8500000000000005 11.226672648785527 7.0086927904690208 77.768864461209304 -1.0537683674008151 514.95303182887199 5.5129412751270781 27.357080252931791 3.347753611434078 1.2882251965766249 79.460705583545277 246.41887847098644 0.41948557420233501 22.558763820948819 0.13731798061790637
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 -7 -9 -5 11 16 15 19 -15 -13 -3 23 22 -4 -21 -22 -12 -18 -25 -26 -27 -28 29 -20
right_child=1 2 13 4 -6 6 -8 8 -10 -11 18 12 -14 14 -16 -17 17 -19 28 20 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.088544624542600037 -0.00076376613257503746 0.027875649151253817 -0.020627792691630065 -0.027215438599512438 0.0043638804825575864 0.015994364088843152 -0.0024382330804212805 -0.033082087513682912 0.013097175349988744 -0.0062689793567503359 0.026230768124384841 -0.0080535571971465502 -0.080011057214331244 -0.015693811724937664 -2.8662577406768707e-05 0.0091463134471472148 0.011905383886577607 0.022712661040181482 0.27322848030622415 -0.044688602721707417 0.031153566397259067 0.0041932130588919264 -0.04503813180801014 0.074975805791987996 -0.013835588366986019 0.045041679387390392 -0.051980383995345852 0.52164592802386289 0.015991545751771089 -0.0064013657146335173
leaf_weight=7.591296609491109 32488.905213500198 325.99774047243409 139.54422438284382 474.45634199026972 2099.3468758275267 894.58793370099738 3714.9942516057054 131.17929650645237 141.78754003089853 641.82464058988262 738.20450132957194 857.29113643988967 19.233645142521709 1118.5151983170654 937.97859741933644 645.21421576966532 439.97541876870673 415.60560583788902 1.6371733482228581 39.03595000813948 217.85349919454893 536.32869648607448 21.283039151923731 15.088887102785518 476.33343520830385 13.641211569192818 0.44896508951205649 0.94084815424866974 621.96640106011182 343.8123557533836
leaf_count=71 400079 2959 1419 5619 13330 4195 43757 871 581 4556 3937 5782 231 20289 5966 3423 8891 2617 100 1212 4913 5192 205 206 11567 359 57 13 5151 4419
internal_value=-4.47687e-06 9.37786e-06 0.00157693 0.00294876 -0.00241782 0.00470622 0.00056685 0.0101286 -0.00909513 -0.0151719 0.00880021 0.00524835 -0.00167034 -0.00440503 -0.00854885 -0.000667493 0.0114854 0.00756252 0.015402 0.004731 0.00919216 0.011981 0.0242336 0.00090963 -0.0086428 -0.0112106 0.0719762 0.336342 0.0084686 -0.00507613
internal_weight=48520.6 48513 16024.1 13034.9 3215.63 9819.22 4882.55 1167.55 272.967 1116.28 4936.67 3209.77 1521.74 2989.26 2056.49 1502.51 1688.03 1362.03 1726.9 932.762 793.218 754.182 759.488 946.429 506.453 491.364 15.031 1.38981 967.416 345.45
internal_count=561967 561896 161817 122826 23505 99321 49404 5647 1452 10175 49917 36105 9436 38991 26255 9205 26669 23710 13812 12736 11317 10105 4142 21093 12202 11996 429 70 9670 4519
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=31
num_cat=0
split_feature=22 39 18 34 46 42 34 7 31 27 33 39 0 36 37 26 12 8 12 1 24 40 12 7 7 41 22 47 16 39
split_gain=23.2379 34.7093 34.8454 36.7091 36.4191 47.6343 43.7233 41.0163 48.6411 46.3808 42.1022 52.4794 67.9089 48.1768 55.9675 47.7058 48.5627 59.7251 44.1651 40.0142 50.7452 44.9993 40.734 94.7617 93.9304 56.9491 38.1151 50.7814 53.5275 43.2558
threshold=7.3163198070008049 49.108507694664056 6.7406830484207756 0.54813350711348552 0.0061699830488579936 27.382967964992165 0.21309250269354713 4.8250000000000011 0.70116888664585264 3.058166340559711 125.19085501968034 157.92615947784739 3.3500000000000001 333.46468396929856 0.24836909616173033 4.4042354359950302 20.286355438016347 1.675 17.144846067183554 1.5000000000000002 5.5356277770560993 0.14903216459909543 748.19238021164904 1.3350000000000002 1.3150000000000002 20.732252570920416 55.359543120615307 0.42756933583525231 5.7276521914567953 245.62223006367924
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 9 -9 26 11 -11 13 14 15 -13 -17 -18 -12 21 22 -6 -21 24 25 -24 29 28 -28 -8
right_child=1 2 4 -5 6 -7 7 8 -10 10 18 12 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0066114976707002619 -0.012380695011305834 0.011505006236129621 -0.0044533169579776362 -0.035288161493246623 -0.0020725211026675155 -0.10074904162185772 -0.00064775790200562969 0.0070421821225984272 -0.0036569877358186582 -0.0076719320222595928 -0.044015546679153104 -0.008223585577513166 0.0022666464099767936 -0.012795297662399917 0.018400181889370811 0.034035420859261874 0.23097768092557996 0.091383334649927525 -0.0094522988301027205 -0.0049223077429159856 0.0020593637057044214 0.0086896956336089005 0.0061214909692836085 0.014124504537300745 0.60251227307411437 0.33143497887856327 -0.020754274793788982 -0.0074924608252592492 0.023818609582334851 0.0096874702827837288
leaf_weight=1291.9321489385329 576.32458174671046 919.98676995991264 4036.9372146739624 43.913636522367597 1343.2032616422512 12.883384968154131 5087.0476810107939 2591.7192488872679 1800.121099295211 1174.312338886084 95.506361677311361 9.6636116683948767 618.03810086823069 31.18150237086229 47.370280141243711 13.324063881300388 12.848212887765841 18.983768776990473 2864.8762768803281 4106.5758198986878 13743.100569687493 3507.7195413778536 3.7759527795715249 74.488081483403221 1.2305189069593323 2.0899130450561643 90.200702333298977 2857.3743523646845 265.94924989505671 1263.9152807522332
leaf_count=6558 4347 5667 42699 253 8532 118 38554 16886 10453 12231 828 396 6477 284 440 74 144 104 29684 89193 219245 18731 254 1248 17 54 2084 36815 2329 7268
internal_value=-4.36168e-06 -0.000185391 -3.46899e-05 0.00937319 -0.000233231 -0.00475966 0.000207162 -0.00157473 0.00265682 -0.00286078 -0.00682398 -0.00106934 0.00924927 0.0416065 0.0582062 0.0926031 0.114181 0.147727 -0.0105674 0.00168091 0.000591007 0.00570968 -0.00422728 0.030757 0.205342 0.122025 -0.000836146 -0.00527342 0.0125298 0.00140907
internal_weight=48506.6 47214.7 46638.3 963.9 45674.4 4049.82 41624.6 18842.4 4391.84 14450.6 4886.1 1925.72 751.41 133.371 102.19 54.8197 45.156 31.832 2960.38 22782.2 17931.3 4850.92 4188.16 81.5845 7.09638 5.86587 9564.49 3213.52 356.15 6350.96
internal_count=561967 555409 551062 5920 545142 42817 502325 165051 27339 137712 50662 20150 7919 1442 1158 718 322 248 30512 337274 310011 27263 90766 1573 325 308 87050 41228 4413 45822
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=31
num_cat=0
split_feature=45 27 40 41 7 37 31 34 33 0 38 24 25 37 22 31 41 22 33 25 42 40 49 32 12 13 31 37 43 49
split_gain=22.812 37.8038 25.4302 59.6594 58.4619 57.6678 50.4565 45.8384 70.007 77.0144 43.1172 41.035 45.6009 38.8948 38.4563 36.7138 54.8003 49.0386 47.6448 47.2226 44.8676 41.2723 39.4654 38.4258 36.9595 46.7872 36.1039 37.6766 49.1875 38.8506
threshold=7.3153450729537521 6.953795131307416 0.35302802999744615 4.5457327010555071 1.9150000000000003 0.36655846446087387 0.30947036135562883 0.36786659434774316 252.29209455821479 6.6500000000000012 3.1421088974059797 19.283047696957457 29.274001934581317 0.34884509351739951 166.05017182868065 -0.41182057144565959 7.0957904404302177 19.070175656926509 78.475125779159072 1.3038973083539644 8.2394419497867784 0.17104928904951683 0.34609771520278948 0.31816226340319315 137.01512556720101 40.453582798563211 0.24594957202229517 0.44302848314813009 7.06234260427133 0.95192863183100729
decision_type=2 2 2 2 2 2 2 2 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 15 26 8 9 -4 13 12 -12 -6 -13 16 17 -5 -19 22 24 -20 -18 -22 -21 -26 27 28 29 -7
right_child=1 -3 7 5 10 6 -8 -9 -10 -11 11 14 -14 -15 -16 -17 19 18 21 20 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.012304040121443587 -0.018409447428501809 0.048773497007809974 0.01852700565530593 -0.024642555523302433 -0.019281462938201425 -0.016685800938445981 0.0048841760392477826 -0.00076499654913606723 -0.0013447885583511606 -0.0022267828783782517 -0.0026378840765773691 0.0066571468236096068 -0.052168583330039923 0.0027663782068875395 -0.015498486094450934 3.3716694254355753e-05 0.07518682505393115 0.097344078673271495 0.045583545486256982 -0.053552465797957138 -0.051416504841817812 0.012019312313653613 -0.00045736149449285664 -0.0057380518425867305 0.061622652526445533 -0.03157525620071485 0.071616919543447718 0.042312661015113731 0.047926964206575884 0.20727266380417284
leaf_weight=1606.9483483069343 287.66458566556685 22.582872206810862 1543.0281628111843 51.839687451254576 633.27112445386592 107.77819497417659 715.17855640314519 4561.1437470522942 1569.3879697966622 629.32300690934062 6713.2938481340534 2165.0621675418224 46.792991734750103 292.38951218291186 215.33686291176127 26340.583132262458 29.770892094122246 22.683653274783865 135.74325531162322 15.06819410191383 90.411980992648751 281.57649484858848 40.97411906265188 93.813081852742471 44.62447223032359 19.2867231965065 42.393951778765768 128.21246537542902 48.21209777193144 1.9718603752553452
leaf_count=18242 2085 106 7290 473 4993 1188 4285 29652 9255 3849 52436 16262 1354 1859 2633 392074 368 337 2569 582 1717 3487 746 1737 868 488 150 702 172 8
internal_value=-4.59585e-06 -0.0135192 8.24183e-05 -0.000441668 -0.00344791 0.000802287 0.0123356 0.00259989 0.00670165 0.0125147 -0.00203413 -0.000992756 -0.00298073 -0.0123172 0.00465289 0.000359172 0.0107403 0.0213537 0.0267728 -0.00489109 -0.0146389 0.0229369 0.0313752 -0.0281556 0.0168899 0.033498 0.0285546 0.0221753 0.00583055 -0.012662
internal_weight=48496.3 310.247 48186.1 39883.2 11673.1 28210.1 1043.75 8302.88 3741.74 2172.35 10066.1 9140.49 6760.09 925.661 2380.4 27166.4 825.793 491.843 440.003 333.949 263.204 417.32 70.745 184.225 78.9794 63.9112 328.569 286.175 157.962 109.75
internal_count=561967 2191 559776 509730 97779 411951 6505 50046 20394 11139 79537 72685 53790 6852 18895 405446 13372 6866 6393 6506 5392 6056 1114 3454 1938 1356 2220 2070 1368 1196
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=31
num_cat=0
split_feature=1 7 16 38 9 0 33 26 16 21 26 30 47 20 25 13 8 19 15 19 42 35 24 45 18 17 37 35 32 24
split_gain=22.9922 28.9199 23.3878 25.1757 22.9377 39.5868 44.2636 45.3245 59.5627 49.0889 47.8316 41.4684 40.7113 37.6889 53.584 43.1362 39.3131 65.2575 53.7648 35.1699 34.9235 34.2535 32.148 45.6631 47.0626 40.5408 51.0748 37.0413 36.7181 31.9911
threshold=3.5000000000000004 3.1650000000000005 58.71443603673044 2.8999462287259861 2.2250000000000005 3.9500000000000006 554.74920440809979 6.8689266787134757 2.9003421358463219 9.8567725361627776 2.9567942392070625 0.29630996589976194 3.2694008487789117 6.5263747827991869 1.6007367573004823 3.4363710783906272 1.6150000000000004 14.453284424279291 0.46021350984704845 23.09202840342925 5.3754462410751795 12.417856218878518 13.741269105711044 -1.538110921864595 188.46362360879587 185.93472703555088 0.21332903102822101 13.337861714137686 1.0886731626431463 6.5888670469288835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 8 10 -9 -6 -7 19 14 20 -15 17 18 -17 29 -13 -10 25 -24 -25 -19 27 -27 -29 -12
right_child=1 2 -4 -5 5 11 -8 9 21 -11 12 13 -14 15 -16 16 -18 22 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00040953901801034359 0.054067986186944472 -0.017224390648422315 -0.044856990493494724 0.01516738001825441 -0.015379653757099741 -0.013156670016459782 -0.023715162600008208 0.015930417765820864 -0.022668218357844189 -0.0079507967324997184 0.0084868645835716877 0.048172835852150341 -0.029561770688984603 -0.053014884754230995 -0.0088660342900280312 0.45967530645931953 0.002669778927191399 0.066018828256496562 -0.049629206770848359 -0.015750111312285927 0.005086691988261516 0.19146533973998389 0.27298714988391326 -0.00349361102287084 0.10639433372283656 -0.016422934280514515 0.12883356792974585 0.20317961494952158 0.021004488922963312 0.05688708600584369
leaf_weight=39025.932426621614 35.739353868644685 71.853640212211758 20.480366410687566 363.19887925335206 197.33763933728915 587.01803258631844 378.28963447286515 412.58794369129464 609.20430799055612 449.75050545344129 54.026790025585797 52.033553253859282 36.677490489091724 33.225199529551901 1676.2886484014452 0.52576994639821251 3542.0326571705518 89.285127498733345 35.90913102356717 36.536849726107903 489.17349261732306 1.8733054639305908 1.6231353413313616 112.29036261787405 10.669308125274254 54.650522938463837 8.9241794086992723 4.0189212808618313 8.8716964488849026 92.755389383994043
leaf_count=471082 96 445 107 1845 6145 8149 5632 2501 10638 2489 755 426 270 282 18149 4 20352 1081 1521 516 4693 10 3 2404 63 1215 54 19 95 926
internal_value=-4.4884e-06 0.0107574 0.00735941 0.00981753 -0.000114631 -0.00239373 -0.00810249 -0.0049788 -0.0120676 0.00347523 0.00249298 -0.00046227 0.0185248 0.000755447 -0.00444968 0.00371349 0.00420067 0.0207949 -0.0422797 0.0281457 0.00922915 -0.0220118 0.0287104 0.00951937 0.00604145 0.0431348 0.0164142 0.00156033 0.0778014 0.0390722
internal_weight=48492.8 491.272 455.533 435.053 48001.5 8975.58 2269.04 1890.75 1028.41 862.338 417.334 6706.54 219.997 6119.52 2217.5 3902.03 3868.8 326.768 36.4349 183.319 541.207 611.078 290.333 124.583 122.96 165.75 76.4653 67.5411 12.8906 146.782
internal_count=561967 2493 2397 2290 559474 88392 29882 24250 19260 4990 8612 58510 2467 50361 23268 27093 26811 6459 1525 2197 5119 10648 4934 2470 2467 2464 1383 1329 114 1681
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=31
num_cat=0
split_feature=32 14 30 24 15 15 49 47 22 28 14 24 23 45 22 9 47 38 18 30 7 17 12 18 36 26 33 35 13 46
split_gain=22.7119 33.5012 43.9646 42.5406 37.8311 37.2313 44.4289 34.9813 39.4133 30.8604 29.829 34.6586 32.229 27.8322 27.4571 27.6738 26.3847 26.7856 36.9675 29.6094 26.151 26.08 58.4145 50.9804 48.5322 48.3678 76.9486 46.8741 43.944 43.6939
threshold=-0.041210325274797267 20.426166621051795 -0.68246729836163833 31.322790904271681 1.3947663730149464 49.621899272452261 0.48749125258167386 0.42756933583525231 166.05017182868065 2.7550232923921567 16.479611639036914 17.296138099120522 5.8288984857090949 -1.1578228410488176 176.51869552135182 1.0450000000000002 0.52903310219400612 6.2718453335339017 20.459979970916404 -0.26557492437091795 2514.1000000000008 20.805642497527273 16.661024913284276 5.9902716027384573 216.134710649364 2.3730883863830869 118.81404536883529 4.0499154139872617 3.8197375572405101 0.048101012608500228
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 13 9 8 -3 -7 14 12 -12 -6 -1 -16 -15 18 -18 -19 -20 22 -2 -23 25 26 28 -27 -25 -28
right_child=21 2 4 -5 5 6 -8 -9 -10 -11 11 -13 -14 16 15 -17 17 19 20 -21 -22 23 -24 24 -26 27 29 -29 -30 -31
leaf_value=-0.0026755018841061596 -0.0024730355628245575 0.038836750719124277 0.10941918389961287 0.035324497167152434 -0.077906696837756917 0.073531297262676931 -0.035519947932028589 0.00093128876742804522 0.1954414921649209 -0.046402189430298058 -0.094830323055183352 -0.030220100624985619 0.024112826410013138 -0.039011871032190198 0.021694131325884422 -0.032312547666612061 0.0057127850013732702 -0.019999764287796887 -0.034256307583206518 0.022246053088167107 0.19848582715270754 0.018127874130481034 0.010209511002696408 0.009213764558502615 0.00049042201994730836 -0.0085540970968132814 -0.015344985708692452 0.00059237371188126302 -0.03817958580640432 0.02117803552685063
leaf_weight=1329.4238436103333 1697.6636242173845 17.261525062262084 5.86278350977227 77.861092906794511 21.263043816084974 31.090184201719239 22.895271446555853 53.273990037268959 5.2364476521033785 6.4819004461169234 5.8509333785623303 38.963134075514972 213.94298952218378 137.93392601731466 28.240075961221009 148.19298019999405 83.752301419735886 79.519999294774607 230.84360102406936 86.695729723956902 1.2132641836069513 380.29935532319359 1951.6998179261573 57.242331324610859 35000.969405696553 2177.3180648721172 177.85316736268578 3927.5146140555735 336.04351491626585 151.76814129401464
leaf_count=19834 10138 130 77 621 313 150 271 827 51 60 59 641 2635 1934 746 5976 725 1434 3837 995 8 2196 12004 786 394346 21782 8618 54809 11859 4105
internal_value=-4.45535e-06 -0.00452692 -0.0131886 -0.000844444 -0.0170649 -0.0181217 0.0193838 0.0230087 0.0752868 0.0528405 -0.00244035 0.013242 0.0209465 -0.0216585 -0.0051351 -0.0236682 -0.0197293 -0.0142115 -0.0227624 0.00203505 -0.0330395 0.000254496 0.00430966 -9.61112e-05 -0.0002618 -0.00411791 -0.0163473 -0.00266976 -0.0312815 0.00147138
internal_weight=48484.2 2625.8 783.324 1842.48 707.552 701.689 60.4674 75.772 22.498 37.5721 1764.61 258.757 219.794 641.222 1505.86 176.433 619.959 482.025 315.809 166.216 232.057 45858.4 3649.36 42209 41828.7 6827.74 722.907 6104.83 393.286 329.621
internal_count=561967 41324 10812 30512 9804 9727 481 1008 181 210 29891 3335 2694 9246 26556 6722 8933 6999 4570 2429 3845 520643 22142 498501 496305 101959 25368 76591 12645 12723
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=31
num_cat=0
split_feature=34 40 9 47 47 8 18 47 33 15 8 20 17 36 34 36 7 21 24 28 33 16 8 12 14 14 13 22 26 0
split_gain=22.358 48.3307 30.0936 26.222 52.0487 31.326 46.0227 32.0104 29.991 24.9893 28.7827 35.115 39.027 46.9917 30.2928 28.6026 41.3236 41.1084 35.0487 32.8023 81.3815 57.3969 47.073 44.9278 64.2601 47.2735 43.4828 42.9742 61.1469 96.8482
threshold=0.8051570887690197 0.74396732880183347 1.1450000000000002 0.27064283423486729 0.11343252714847969 2.0250000000000004 14.207411114371565 3.8359990012464831 1166.2598480888435 15.569373440271564 0.99500000000000011 3.6277727860279398 1807.3736029149593 147.20169480979152 0.069970186898286157 249337.88622641834 23.655000000000005 7.8608245142103659 4.1903208634724942 1.9876523143325546 1713.4934476613628 4.9186891277365854 4.6550000000000011 564.16975021451674 8.743270439909141 44.630825967372871 10.919001826887785 55.9420508651639 12.518688256497816 7.7500000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 -4 7 -7 -5 -6 15 11 14 13 -13 -11 16 19 -18 -19 22 -21 -22 23 25 -25 27 -23 28 -1 -30
right_child=2 -3 3 5 8 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17 17 18 -20 20 21 26 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012138646080259189 -0.036320455932268271 0.013677162698729482 -0.040096117226120109 -0.0033703780372389964 0.028626940429877595 -0.077338813400281536 -0.012279770566041742 0.046443087929305821 0.11999048924018862 0.52709726310234595 -0.0053428655618655146 0.22217826282482425 0.081113366332732584 -0.032037554506071882 0.10990153724398311 0.014629026638810591 -0.043994983674860287 0.034171677496877634 -0.016224929027760553 -0.0009859682871200938 0.00090270672013721101 -0.068177529381097557 0.0083110971631350193 0.029968005685946437 0.0017067939941556979 -0.017870294389441727 -0.022745849386251182 -0.0018268756694864935 0.019133192370130322 -0.019054668747720216
leaf_weight=16151.669243031472 88.351874500513077 648.58978181355633 19.986058692447841 156.85164231411181 27.618779203854501 30.124895785003901 278.35169524606317 40.598006080836058 13.311396498233078 0.46802159026265044 2754.1861891798326 1.939651134074668 15.52093332656659 28.94642714667134 6.1876330090453848 341.96009532408789 102.75508456560783 44.266308341640979 156.35730064101517 9892.699735245551 254.95386962848715 60.268661062698811 2072.919294858817 310.36105278320611 571.5618576030829 357.51643738849089 417.57600650726818 12409.438344477676 1011.6538998219185 198.62529839202762
leaf_count=145985 726 3304 143 1191 138 218 1785 100 43 36 27584 47 77 1686 240 2648 1668 163 1119 84284 2919 462 10699 5777 9891 5286 3261 245652 3771 1064
internal_value=-4.52415e-06 0.000121193 -0.00917824 -0.00494768 0.0260443 -0.00867927 -0.0186332 0.00687187 0.0583404 -6.5235e-05 -0.00464013 0.0318351 0.0164314 -0.0160728 0.139238 0.000224315 0.000112396 -0.0182773 -0.00510524 0.000240036 -0.00217692 -0.0182546 0.00101629 0.000528666 0.0116523 0.000203059 -0.028476 0.000420097 0.00202612 0.012866
internal_weight=48465.6 47810.4 655.194 566.842 60.9162 505.926 308.477 197.45 40.9302 47161.8 2807.25 53.0627 46.407 30.8861 6.65565 44354.6 44012.6 303.379 200.624 43709.2 10625.5 732.799 33083.7 31010.8 881.923 30128.9 477.845 29771.4 17361.9 1210.28
internal_count=561967 557623 4344 3618 324 3294 2003 1291 181 554319 29670 2086 1810 1733 276 524649 522001 2950 1282 519051 90926 6642 428125 417426 15668 401758 3723 396472 150820 4835
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=31
num_cat=0
split_feature=27 40 20 20 0 0 42 36 26 16 25 25 36 21 26 22 16 22 8 28 14 49 24 20 9 22 26 9 38 12
split_gain=21.7278 27.1293 22.8815 22.6068 60.6592 51.9342 68.4781 81.8226 64.2166 77.5042 58.3708 56.3483 64.8572 54.1586 74.561 79.5086 60.553 51.0217 49.977 86.8371 49.4699 60.2678 56.1187 53.6555 49.0784 48.4376 46.6653 45.4242 43.9616 44.6892
threshold=0.3023626158165062 0.21089574438439312 7.845393234891282 7.845393234891282 18.450000000000003 5.6500000000000012 10.857927546972407 2114.0012235384179 15.093316252552965 14.283821939572933 21.672039472471425 7.1844914011601162 507.67661466909539 8.2977610629552014 7.2219709770942915 117.35893617609025 5.8212223652991666 117.35893617609025 2.1650000000000005 0.50783195462212227 10.432091203902894 0.43714751659618462 58.095465149178736 0.51959034980011809 1.8450000000000004 76.891710989823096 11.163838134882687 3.3450000000000002 6.4213766107893306 506.56408019454858
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -7 10 27 13 17 25 14 15 28 -16 18 19 -8 21 -2 23 -22 -15 -13 -18 -10 -5 -30
right_child=3 2 -4 4 -6 6 11 -9 9 -11 -12 12 -14 24 16 -17 26 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.04143757327435918 -0.0028765032268845032 0.055457295436601474 -0.010712141027128332 -0.0039026261118410965 -0.02075196936769548 -0.016223591557519273 -0.0070215151457665272 0.0062332260328171714 0.019034714921187513 -0.0010108516926977159 -0.02690523543383079 -0.0026638974111242008 0.0060923315126827863 -0.0015423837117769356 0.027268591606766219 -0.022102807263314636 -0.01020499635437405 0.021949809998977068 0.0042004733152139666 0.023979408392806309 0.16369371449372572 0.0026160630977896059 0.01853890020332424 -0.0054809371100354234 -0.01201528475418758 -0.026851750549816922 0.032948546833086893 -0.023112039314002533 0.0098046317735413641 0.075008075681355701
leaf_weight=70.72114536567824 8472.1146891425597 15.01096624706406 100.78400285285898 1021.3959276945679 306.75946249393746 817.04232974839397 302.59456253924873 805.5110967598157 1002.3571830722503 1610.5580927245319 248.02733190759318 709.50751579750795 1838.9781452212483 2900.242443400668 480.75607175589539 396.65069962915732 267.28054596832953 688.41609619942028 3338.0367827531882 891.11226182454266 4.6901320330798617 12166.361152687459 254.8025135594653 6764.4591160155251 1821.0559906591661 292.23039876436815 81.826195813249797 68.284272839315236 676.60521055979189 27.340434334240854
leaf_count=2870 125061 78 1469 21296 1954 8231 5627 5681 4204 9885 6030 5555 11836 19429 2741 19714 3839 5425 17887 4201 67 150437 2540 99210 11257 4906 490 508 9303 236
internal_value=-4.25395e-06 -0.0170369 -0.00213433 6.1581e-05 0.0013159 0.00164961 0.00429681 -0.00507498 -0.000768155 0.00592025 -0.00303208 0.00618324 0.000516318 -0.0022604 0.00305211 -0.00191735 0.0157592 0.00926707 0.00734044 0.0161209 -0.000872164 0.000361359 -0.00449662 -0.00536372 -0.0055819 -0.00972006 -9.03527e-05 0.0163466 0.00272322 0.0123371
internal_weight=48441.5 186.516 115.795 48255 20592.6 20285.8 9683.43 1622.55 10602.4 2681.2 7921.18 8060.88 2840.72 7673.15 2951.86 2121.99 829.863 5220.16 4531.74 1193.71 27662.4 20638.5 7023.95 6769.15 4721.3 1001.74 349.107 1070.64 1725.34 703.946
internal_count=561967 4417 1547 557550 180235 178281 69349 13912 108932 14597 94335 55437 22297 88305 57619 50549 7070 33140 27715 9828 377315 275498 101817 99277 30686 10461 4329 4712 30835 9539
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=31
num_cat=0
split_feature=22 39 31 23 12 22 25 26 0 24 33 9 38 36 18 26 25 0 21 16 0 21 25 22 8 14 21 46 19 23
split_gain=21.9969 52.8687 39.5177 39.1976 49.5984 44.4315 35.7413 43.3782 35.1719 34.6902 32.3734 56.281 35.987 32.0879 40.8974 38.6403 72.7074 60.4976 125.17 91.6486 74.2454 69.3171 57.8338 46.1872 50.1618 45.5749 38.7556 37.9023 66.7741 36.4253
threshold=834.49849046153543 16477.62788763853 0.28736589073141844 123.22682692555085 924.97258420732817 571.27649296120524 62.243174426672702 24.724076470261334 7.9500000000000011 1.2459330978203988 42554.542784885503 1.2850000000000004 3.0862548994624652 10860.465891816912 118.08562955751428 12.518688256497816 15.510790430073685 8.3500000000000032 11.448521912155332 10.873512161138891 4.4500000000000011 5.3057910655561793 8.7745507817569841 137.38924166860139 3.8450000000000002 12.54460285634141 12.07571205891494 0.096875924906744945 18.695587289435426 15.151737725982539
decision_type=2 2 2 2 2 2 2 2 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 8 6 5 -5 13 -8 -3 -2 -4 -12 -13 14 15 16 -1 19 -19 20 26 -22 -21 27 -25 -26 -17 28 -24 -30
right_child=1 2 10 4 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 17 -18 18 -20 22 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00010731738502298557 0.13233367302611454 0.018261187541225837 0.0016159009976300888 0.013117433269526156 0.058004379962655339 -0.034880437063883045 -0.079732295492767627 -0.0036929541961782638 -0.040981515110446051 -0.017957412091543338 -0.10034361597032747 -0.092822959040385331 -0.0067071479875963035 0.0071436105772111251 -0.0081001888593557198 0.026639074669659302 -0.013647541135745574 -0.056298370804532663 -0.00047755762822601877 -0.0076260579821576706 -0.033351979753565172 0.0074801899916957975 -0.01064610214906065 -0.023298630065753546 0.04898857055082486 -0.0067788446096577904 0.0085435282192008848 -0.0032481410227096219 -0.012661311046099542 0.028848954278411523
leaf_weight=35965.956962364784 3.8632652068044981 354.82262469478883 364.92757972003892 482.75505842012353 55.430033151176758 53.565370742231607 30.965851464308798 47.566375501919538 26.956727290060371 625.50054722797358 21.450135034509003 13.252146594226359 143.48260472854599 1555.3864651861368 1565.638739097456 900.39090681634843 1019.5458595575183 120.2983692237176 607.94980432232842 1408.2377634649165 116.02172567136586 997.98270560987294 166.3436142867431 228.90626192232594 57.164017030969262 102.01762051042169 440.7234218288213 304.05508878920227 58.265155066736042 568.4577378667891
leaf_count=456667 21 2654 2291 3680 293 685 896 292 229 11454 225 137 767 11960 15583 3259 21823 860 3475 8519 617 4794 1037 2414 239 700 1920 1772 278 2426
internal_value=-3.90042e-06 -0.00585588 0.00175112 0.000190225 0.0129773 0.00832361 2.66616e-05 -0.0336758 0.0140782 -0.0170349 -0.00691415 -0.0243839 -0.0139884 8.39709e-05 -0.000162074 0.000126536 -0.000480568 0.00382158 -0.00969853 0.00566244 0.0127678 0.00322759 -0.000366521 0.00651679 -0.00830838 0.0132479 0.0206924 0.0117609 0.0175153 0.0249898
internal_weight=48407.9 1554.26 924.892 46853.6 591.75 536.32 46261.9 78.5322 381.779 629.364 543.112 178.185 156.735 46183.3 44628 43062.3 36985.5 6076.81 728.248 5348.57 2455.12 1114 2893.45 1485.21 388.088 159.182 1341.11 1097.12 793.067 626.723
internal_count=561967 17778 6303 544189 4658 4365 539531 1188 2883 11475 3420 1129 904 538343 526383 510800 478490 32310 4335 27975 10590 5411 17385 8866 3353 939 5179 5513 3741 2704
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=31
num_cat=0
split_feature=33 24 22 19 39 28 42 23 25 0 25 14 20 26 13 38 18 24 29 42 20 14 20 0 7 30 3 8 26 26
split_gain=21.6017 21.5285 43.4723 49.8361 48.5641 42.2232 48.6247 40.1798 40.1488 39.1068 38.6607 33.2179 39.397 31.9712 31.7263 57.8156 38.8363 40.8302 37.5593 35.8621 35.6179 33.3084 37.0297 33.0397 33.7743 45.7801 38.9429 48.9079 37.2248 58.3351
threshold=1.0000000180025095e-35 7.6452493197860312 449.14737774190922 3.8482226052176096 1377.9123869531938 0.64997027732653956 14.820308483417941 123.22682692555085 14.594166725646579 3.0500000000000003 62.243174426672702 21.164804112099684 9.8758381047690733 24.724076470261334 61.200462039107911 4.5025306984895801 142.05313192014415 44.035744117359677 91.984688040427528 13.165997127389241 6.9789366503161165 34.995807079180317 10.62100416918458 24.450000000000003 6.2150000000000007 8.8351392880937212 1.0000000180025095e-35 1.1150000000000004 1.8239371493406147 1.7970459219502852
decision_type=2 2 2 2 2 2 2 2 2 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 8 -3 -7 10 -4 -2 14 -11 -13 -12 16 -16 17 18 21 -19 -18 22 -5 24 25 26 -24 28 29 -28
right_child=1 2 4 7 -6 6 -8 -9 -10 11 13 12 -14 -15 15 -17 20 19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.085554442746988507 -0.01897448410987107 -0.050627536181203574 -0.01082234889652 0.00019360222789315803 -0.0012529541394896884 0.046323936214514701 0.001296401985129844 0.01599353617536127 -0.041657991883940391 -0.00061817268964724692 -0.079882792906609143 -0.027388406092537128 0.0001201757706684128 -0.007918603364707821 -0.022924561592819179 0.00054264976045484881 -0.046059830145807994 0.020237267356559098 0.06593789536111816 0.0032628077389387344 -0.0068362784745830841 -0.009499150941597494 0.010849574318833495 -0.08927218757008748 0.013574827685019573 -0.02706607146536151 -0.050727528094484421 0.0021987742422992849 -0.045286446216425191 0.84773819401863859
leaf_weight=7.3775677802041164 305.27914888743544 18.158375126542524 515.92026185052237 13943.500259817578 1869.1757780160406 150.10014128894545 99.836397685925476 457.7253980851965 132.71684536512475 19848.679865642742 26.471771496988367 256.15460899320897 264.61014077154687 37.012556636240333 379.0085003040731 853.4967555066105 65.406248445389792 548.10940402490087 22.495940093533136 719.77371127140941 502.86547992180567 691.2185798457358 1532.4242864432163 9.3357899943366629 951.83202977781184 120.68876237806398 0.45212218369124357 3988.9654220398515 65.104051560512744 0.30089638830395415
leaf_count=71 6024 782 13019 165545 18634 2062 838 3248 2522 246643 766 3473 1989 235 4071 10469 1008 5099 479 5022 3854 7640 9502 79 6278 941 110 37405 4149 10
internal_value=-3.55189e-06 9.4948e-06 0.000920711 0.00154699 -0.0053436 0.0229894 0.0283378 0.00131627 -0.0171316 -0.00121145 0.00104159 -0.000945228 -0.0134108 -0.0379263 0.001143 -0.00667377 0.00155894 0.00188364 0.00136538 0.0106009 -0.0113508 0.0012972 0.00165924 0.00472354 0.0048553 0.00340127 0.00405939 0.0014932 -0.0412436 0.308288
internal_weight=48384.2 48376.8 27702.1 25184.3 2517.81 268.095 249.937 24916.2 648.637 20674.7 24458.5 20369.4 520.765 63.4843 24395 1232.51 23162.5 22594.2 21326.3 1267.88 568.272 21303.8 20612.6 6669.1 6659.77 5707.94 5587.25 4054.82 65.8571 0.753019
internal_count=561967 561896 303767 269592 34175 3682 2900 265910 15541 258129 262662 252105 5462 1001 261661 14540 247121 242259 232138 10121 4862 231659 224019 58474 58395 52117 51176 41674 4269 120
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=31
num_cat=0
split_feature=1 7 45 16 17 46 34 46 12 33 26 0 35 49 43 36 34 39 0 22 26 23 36 40 26 0 19 26 42 36
split_gain=21.1001 26.3351 23.0196 69.7103 45.7735 39.4473 38.9274 54.4291 64.8375 51.0325 72.6616 88.3252 72.9888 61.3762 58.4352 62.0333 53.7223 53.3944 140.608 67.8657 64.5967 60.8415 59.6296 55.784 50.6565 50.9723 50.6173 47.7307 56.7492 45.6678
threshold=3.5000000000000004 3.1650000000000005 -0.79382700933208949 2.2412483785192365 343.2290131882051 0.010091352082266561 0.14021534031906399 0.040006203473945422 37.063514733565334 216.25450839447737 5.070766581195925 14.550000000000002 2.5993040718130094 0.20355769928689893 6.8110712801330022 304.55771448130309 0.14619034881777224 487.68975479565898 3.7500000000000004 246.41887847098644 7.3735356392579794 21.344551230070248 588.25074664632518 0.37349779676103106 24.724076470261334 4.2500000000000009 2.0395280328867282 1.9265560128242261 11.299215457978004 841.89868883290967
decision_type=2 2 2 2 2 2 2 2 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 -4 10 13 12 -12 16 15 -13 26 19 20 23 -19 -20 -23 -14 25 -11 -8 -27 -29 -30
right_child=1 -3 6 4 5 -7 9 -9 -10 24 11 14 17 -15 -16 -17 -18 18 21 -21 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.010267729359163629 0.051990461449718084 0.0070997151429260151 -0.012794166831395627 -0.011064251396400099 -0.0085396049175513276 0.0077939390586425281 0.61978201311774839 0.0093417348071658073 0.0025451886574962192 -0.008864680930791638 -0.0094958843344470703 -0.11891924913475004 0.0024695194895782875 -0.0011271927725598977 0.011478094037250232 -0.028385888785863483 -0.017719509313427483 0.069692513518906568 0.018175985429522586 -0.039433232140699138 0.026246662837935027 -0.022384157530562616 0.010129622571653649 0.012163588206254424 0.0056565714657956234 0.032611953592425379 0.053166960622891168 -0.0099408878461566628 -0.0020983729275557712 0.0090677356280265738
leaf_weight=755.86752616835292 35.208348876331002 453.3354181048926 780.25396019348409 2160.4356266935938 680.85977490665391 808.73989363509463 0.40203478769399481 2547.536957161501 5883.4174737397116 3859.9713721737498 903.24915653769858 20.96932143624872 7628.6354948177468 8697.1583168372745 86.34656939143315 193.71509583713487 777.77906700165477 119.46824252500664 435.39578553871252 89.319389170967042 301.40964666334912 292.27639565360732 272.47945130593143 1842.4236777820624 1468.9556251773611 99.660484539170284 20.099703650688753 1789.3465764136636 4188.3059027200798 1171.8960369662382
leaf_count=12210 96 2397 8451 21358 6839 7857 7 33332 114501 53436 5303 218 54870 130776 551 1309 12987 1041 2506 1736 1539 3053 1760 8923 7989 1387 461 22909 35452 6713
internal_value=-3.56214e-06 0.0103349 -0.000109059 -0.00355286 -0.0064149 0.000328273 0.000239984 0.00312555 0.000749093 -0.000535852 0.000933993 0.00348913 0.00416661 -0.00234507 -0.0232579 -0.0372287 -0.0156136 0.00529039 0.0143337 0.00394622 0.038579 0.00413087 -0.00669714 0.00435533 -0.00306945 -0.00422328 0.0642782 -0.00175188 -0.00223089 0.000342863
internal_weight=48364.9 488.544 47876.4 4405.9 3650.04 1489.6 43470.5 9211.21 6663.67 34259.3 21681.1 12185.7 11884.7 9495.44 301.031 214.684 798.281 10981.4 1421.03 9560.38 420.878 1000.15 564.756 9471.06 12578.1 11109.2 20.5017 7249.21 7149.55 5360.2
internal_count=561967 2493 559474 48264 36054 14696 511210 156284 122952 354926 227040 82809 80731 144231 2078 1527 13455 75428 9899 65529 2580 7319 4813 63793 127886 119897 468 66461 65074 42165
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=31
num_cat=0
split_feature=42 6 45 33 33 39 26 34 27 19 0 25 35 28 16 8 29 49 21 47 32 9 23 19 8 31 9 40 37 38
split_gain=21.0322 31.3941 55.3382 41.0065 29.2313 58.492 36.2565 58.2249 29.7786 30.8468 28.8642 29.9307 43.356 27.1613 34.2302 64.4436 43.6818 41.0201 46.3946 44.5439 34.682 38.8375 33.6128 32.5361 31.9971 55.5906 30.865 30.1754 54.0006 87.6631
threshold=25.394445727916963 1.5000000000000002 7.3153450729537521 42554.542784885503 1124.1772475733303 856.22952785345126 9.9706912943054089 0.078810713532509805 1.2057774730255348 6.2662574576181855 6.8500000000000005 7.3653750633992754 3.5036643471424527 3.3234525448035077 3.2508151461618766 1.1450000000000002 25.18937318235621 0.50212344959073896 6.7503661605793086 2.0716332297139743 0.54767593373191326 1.7250000000000003 15.653936464789322 27.171322315628625 0.80500000000000016 0.47506286576158346 3.9350000000000005 0.39056002584406674 0.44302848314813009 3.3326655635129736
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 -6 9 -9 11 12 -4 24 -15 17 -17 26 -19 22 -18 -22 -20 -23 25 -1 -16 28 29 -26
right_child=4 2 10 -5 5 -7 -8 8 -10 -11 -12 -13 -14 14 15 16 20 18 19 -21 21 23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.027351154408260143 -0.0030935147435282901 0.010805554346157415 -0.053408605080482778 -0.045597367226770387 -0.043239351625965775 -0.011186036177780488 -0.037571683617271888 -0.200684509981057 -0.1750063463204112 -0.57493901224881483 -0.025923491404295756 -0.058895987076575153 -0.39264232145388844 0.0048161476129369605 -0.063452285021561264 -0.0039115982628364328 -0.032524401346307873 -0.0080185477021087678 0.22626627449422465 -0.043999936248646503 0.0022146838597561216 -0.046122796027703618 0.094784649548604841 -0.0076883443507251396 -0.011974102514723212 0.035334744242776793 0.24509972555495796 0.0042694986343280398 0.016737468463871835 0.00023079597408639607
leaf_weight=218.03066062188009 1272.0412523052655 1253.5874511478469 1.712279275059702 33.074942486360669 7.7080841436982137 165.01180985290557 19.78491491265595 1.070688331499696 5.3932884423993528 1.1333898995071647 20.385118568781763 5.6943832747638226 2.0933674881234765 751.60491336212726 10.284927379223515 1592.2947493661195 278.21780128777027 13.640478585963136 6.5550919394008877 4.3743036948144427 271.73656667512842 105.27576038776897 18.807249614968896 115.44712854293175 1534.6745457756042 42.21512464794796 0.87982779741287309 4507.1386511638993 472.46296965575311 35603.56074219523
leaf_count=22194 7900 7023 12 251 67 1333 134 12 66 28 169 59 38 6570 457 10221 3496 387 34 34 2176 1240 127 720 13419 911 1 26586 2862 453440
internal_value=-3.29437e-06 0.000181562 0.00779338 0.00935566 -0.00588795 -0.0236521 -0.0822735 -0.140058 -0.238288 -0.393135 -0.0594685 -0.131449 -0.24001 -3.84585e-05 -0.0045034 -0.00740085 -0.0086411 0.046332 0.0683307 0.103353 -0.0184127 -0.0104402 0.128767 -0.02602 0.000295439 -0.0171827 -0.0391371 0.000403436 -5.98595e-05 -0.000273551
internal_weight=48335.9 46863.7 1316.55 1286.66 1472.14 200.102 35.0904 15.3055 7.59737 2.20408 29.8851 9.50003 3.80565 45547.2 3169.12 2417.51 2362.97 54.5419 43.3771 29.7366 770.677 492.459 25.3623 220.723 42378.1 260.246 11.1648 42117.8 37610.7 37138.2
internal_count=561967 552427 7552 7274 9540 1640 307 173 106 40 278 109 50 544875 25463 18893 17853 1040 582 195 7632 4136 161 1960 519412 23105 458 496307 469721 466859
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=31
num_cat=0
split_feature=22 12 17 33 36 26 33 33 12 0 26 8 16 22 39 0 40 39 31 45 26 20 38 42 34 8 27 47 37 33
split_gain=20.5109 32.4991 53.0332 42.5917 39.4086 51.4566 50.4075 48.373 73.5716 61.9889 60.3997 76.4987 62.222 53.529 51.5979 66.404 57.9067 62.4626 54.4642 52.642 66.252 44.0583 42.6964 41.7547 47.9227 46.0078 63.6297 48.7661 45.8982 41.5763
threshold=7.3163198070008049 13.958055987996898 16.310857543659896 224.11867060879425 193.57504647199559 1.7693537877337964 135.665518275507 243.09325081330579 38.368038239447394 14.550000000000002 1.5335342464507054 1.1050000000000002 1.2882251965766249 47.292998938242434 424.45248987131561 3.7500000000000004 0.11470161339171925 725.28164670293165 0.077633134173448345 -0.037097172982100572 8.6914944005152446 11.490221901586429 7.7930496210294988 17.495760713604852 0.19068200173349742 1.5850000000000002 1.1389499748997649 1.5698645601095309 0.09987786045955889 106.89703528589541
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 -9 14 11 -10 13 -13 18 16 17 -16 19 -6 -21 -18 -7 24 28 26 -26 -28 -20 -29
right_child=1 2 4 -5 7 22 -8 8 10 -11 -12 12 -14 -15 15 -17 21 -19 23 20 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0062248189155166564 -0.0038410051606868772 0.0098035909889106626 -0.044906351974173454 -0.027616316956781375 0.0033878832439885502 -0.0032312117338918617 -0.00091341098583186647 -0.010467400638659344 -0.036434167075230083 -0.0131043555293529 -0.00063805562256289447 0.028261306544758585 0.044762389018440318 -0.046419765558487786 -0.055527117899583915 0.0047531978611223347 0.04098655676852625 0.014028577069244928 -0.0077535922242769678 -0.019673386000407907 0.0033066725558486051 0.0024943262828398026 0.070615976538485781 0.0092241462993751834 -0.033593691654202791 -0.0024897545170025799 0.0032079679202845083 0.053398675418617196 0.0099838262393960632 0.015398728157214103
leaf_weight=1286.8868553517386 2054.1717736293213 1371.17413216969 147.98319376085419 207.38806246477179 1045.2101924906019 5605.1437212850724 116.27431357715977 1940.5736126219854 51.417427611246239 619.62510798021685 18486.773688957968 56.547966758254915 210.60304044734221 41.679690722259693 38.799738468136638 2035.9124680737732 361.84445519524161 192.00061752140755 434.10690066358075 883.13574603700545 486.38065156037919 93.561751886154525 19.641862401855178 2298.1215772032738 71.879324858542532 5240.7033979421249 345.23059725377243 121.04411557118874 2281.6372844657744 177.58724095392972
leaf_count=6558 15937 7793 6662 1496 22458 77863 4977 15404 10084 4220 236979 375 3219 1287 1905 21259 2764 2281 5274 25280 3683 946 234 11869 2538 32992 8189 1044 24569 1828
internal_value=-2.92229e-06 -0.00017331 0.000122068 -0.00602123 -0.000183785 -0.00398638 -0.0255493 0.00041315 -0.00119741 0.00241471 -0.000242929 0.0200337 0.0294351 -0.00342716 0.00301171 0.00928699 0.0227383 0.0023356 0.00173551 -0.00506265 -0.0115121 0.0330785 -0.00297334 0.00323188 0.00164394 -0.000865794 0.0110249 0.0160061 0.00714853 0.0308012
internal_weight=48323 47036.2 44774.6 2261.56 43403.4 5889.04 264.258 37514.4 20787.6 16726.8 18847 360.248 308.831 98.2277 16107.2 2722.12 686.207 230.8 13385 2414.73 1369.52 455.406 5624.79 10970.3 8672.19 5956.44 715.741 643.862 2715.74 298.631
internal_count=561967 555409 537976 17433 530183 89736 11639 440447 267348 173099 251944 14965 4881 1662 168879 29155 7896 4186 139724 51421 28963 3710 78097 88303 76434 46591 13599 11061 29843 2872
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=31
num_cat=0
split_feature=34 40 9 49 47 47 8 32 23 40 47 38 0 47 43 46 36 8 7 21 24 31 45 13 9 27 0 32 17 33
split_gain=20.1473 42.29 27.273 24.5835 35.9039 37.5401 33.8769 29.5927 27.5296 28.3027 25.2236 23.5737 26.1924 24.3367 24.6772 23.3614 23.3239 42.8187 39.9864 36.9265 33.304 30.7615 30.5459 35.0439 32.4112 46.9381 42.0869 44.7076 38.9408 47.349
threshold=0.8051570887690197 0.74396732880183347 1.1450000000000002 0.43993828213867309 0.27064283423486729 0.20423035048433971 2.1250000000000004 0.85806700083791243 16.813744475932019 0.83827473953921572 3.8359990012464831 6.1291186189544957 5.8500000000000005 3.8359990012464831 1.9898191577901509 0.086664623936041491 249337.88622641834 1.8450000000000004 41.505000000000003 7.8608245142103659 3.9600460136985736 0.17944515534461439 -1.2007780551081888 85.114591386988423 1.5850000000000002 0.3023626158165062 14.550000000000002 0.66448112162077411 66.105573007800757 198.09801170815729
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 5 15 10 -8 9 -4 -6 -3 -13 14 -14 -5 18 -18 22 -20 -21 -22 23 -1 25 -24 27 -27 -28 -30
right_child=2 11 3 4 6 -7 7 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 19 20 21 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0067911651839144133 -0.034671502370779407 0.016310639681723301 -0.084985288763754843 0.038308576916664609 0.0027719703543322462 0.10212962348589538 -0.040352556136860174 0.0024742242762686218 -0.0036039627426027402 -0.021255413539327622 0.050025129240720702 0.0085980296097624385 -0.21486702317938788 -0.021146127196618569 -0.042274962267296878 -0.065738139700360729 0.057500914085790715 0.0060289387198861535 -0.043682783328263482 0.041012785161817042 0.012459720276085308 -0.027691969781125265 -0.037115016796462931 -0.065039410703257833 -0.0012093437808208974 9.2547445204693308e-07 0.01192590456485562 0.0045441895835065058 -0.044764350383646768 -0.0084244634055921572
leaf_weight=1112.1936927217757 87.656085808994249 568.2916777394712 25.426650057546794 18.146254302002493 123.92150217364542 17.561586499214172 80.535990266129375 80.809064568020403 120.6785324155353 55.334021045826375 36.577099124435335 47.017949809320271 3.9558012112975138 18.132745754905045 4.3468841463327408 7.6773520135320714 43.694349341327325 536.66697531472892 95.252748840488493 31.487540573813021 72.165873882826418 140.71947524650022 78.52134288099478 26.435544237261638 22212.401645644801 12600.358316051366 131.25854001869448 9495.3422739829402 127.35984506830573 302.62383104814216
leaf_count=11392 726 2891 225 70 882 53 707 399 748 373 82 213 47 124 29 79 221 3858 1560 101 517 967 2411 265 250415 179055 729 99869 1057 1902
internal_value=-2.91338e-06 0.000116751 -0.00871696 -0.00470214 0.00303209 0.0457304 -0.00272372 -0.0189029 -0.0187251 -0.0413201 0.0135408 0.0128654 -0.0137899 -0.0536088 -0.124506 0.00737551 -5.72962e-05 0.00990417 -0.000181822 -0.0172753 -0.00698212 -0.014081 -5.58546e-05 -0.00814351 0.000149024 0.00147614 0.00160988 0.00195333 -0.0119115 -0.0191882
internal_weight=48302.6 47648.2 654.324 566.668 365.229 43.3852 321.844 161.345 201.439 80.7607 160.499 641.745 73.4534 26.4354 8.30269 25.8236 47006.5 580.361 46426.1 339.626 244.373 212.885 46086.5 1138.63 44947.9 22735.5 22656.9 22095.7 561.242 429.984
internal_count=561967 557623 4344 3618 2272 202 2070 1106 1346 598 964 3304 413 200 76 149 554319 4079 550240 3145 1585 1484 547095 11657 535438 285023 282612 278924 3688 2959
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=31
num_cat=0
split_feature=24 22 0 17 25 43 21 29 17 39 8 26 45 36 42 33 47 12 31 19 42 32 17 38 0 41 40 37 7 8
split_gain=19.886 34.5819 41.615 47.3926 39.6407 36.8257 65.6342 49.5871 46.4128 58.2853 44.5764 43.3803 40.3951 64.5626 59.7754 55.801 55.1825 45.1606 43.9256 49.0835 63.1614 43.7628 41.5783 60.0998 44.7783 49.7752 148.725 46.6953 41.7365 41.49
threshold=3.8641165977788341 11.458133038809287 8.9500000000000011 33.971894001556876 1.7062286924901673 1.0211838813967957 3.0220170325318194 18.494637561219495 377.99695241704745 346.03449437396552 1.1050000000000002 2.6753843395659564 -0.79382700933208949 666.41012615290822 27.382967964992165 729.75286656020091 0.31758103518978104 170.36412127753132 -0.13598335509681228 19.215903248610569 18.469763055522812 1.4463924296850699 234.03168720599083 9.8457995680376325 3.3500000000000001 12.489543763911652 0.082068119622910538 0.125241988368854 1.3750000000000002 1.9650000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 10 -8 12 -10 11 -3 -7 14 16 29 18 -17 19 -14 21 -21 23 28 25 27 -27 -25 -18 -15
right_child=1 5 4 -5 -6 8 7 -9 9 -11 -12 -13 13 15 -16 17 22 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0022548437715676261 0.00035531928581805232 -0.041140688774613354 0.022788814033863194 0.020807150471638156 -0.027553395387979008 -0.0076925785773320947 0.0040521022563222275 -0.0076113813167981662 -0.011968004507839393 -0.00041826566460025831 0.027359330965567398 0.0178641001073046 0.032050815497334122 0.018526460870529251 -0.03922496414909811 -0.011560342008931496 -0.013151388923534915 0.0060738876320065929 0.0032764032173705597 -0.0014263483977308194 -0.083575858441469059 0.065218524361188621 -0.0082520516548826705 -0.0043449132552312439 0.024789515904232111 0.10799639233384882 0.82448337369450175 0.30537249022698393 -0.00013444685464892236 0.0060503232053273938
leaf_weight=8147.7082235728158 500.70202753366902 52.374917301465757 54.673617160413414 652.2628108295612 137.31151982909068 1517.6310850868467 5256.8628793119569 1102.3777230004198 1877.7484093566891 2611.5103413013276 439.17759912612382 76.866122785490006 320.98957674496341 935.46820325084263 99.071675844490528 678.84645337844267 639.95707560493611 780.5044159789104 1615.46143510408 144.83957127702888 20.155107052996755 29.680357429315336 1860.6210345254513 6.5982027975842339 103.28173788939603 3.3241963729960835 0.92605090467259277 1.492197446990758 16312.010161870363 2316.6591042461805
leaf_count=97688 2301 9849 262 2767 1031 16514 41781 13547 18138 34691 8488 3554 4514 13640 608 6240 13546 8684 17140 1686 161 249 28285 247 2400 119 21 11 201359 12446
internal_value=-2.6552e-06 0.000454392 0.00833651 0.0119255 -0.0132169 0.0001812 0.00348527 0.00203023 -0.00053686 -0.00524924 0.0197636 -0.00604758 0.000235576 0.000700674 -0.000478018 0.00599397 -0.000295737 -0.00212903 0.00733205 0.0200375 0.00022929 0.00990785 -0.00115455 -0.000380815 0.0355452 0.125562 0.264106 0.0527795 -0.000625852 0.00963906
internal_weight=48297.1 40149.4 1344.95 1152.96 191.985 38804.4 6927.66 6359.24 31876.8 4489.26 568.419 129.241 27387.5 25869.9 21158.4 4711.48 21059.3 1459.35 2131.13 515.665 194.675 174.52 18928.2 17067.6 115.622 12.3406 4.25025 8.0904 16952 3252.13
internal_count=561967 464279 6361 5068 1293 457918 77219 55328 380699 52829 21891 13403 327870 311356 270346 41010 269738 14924 23750 6610 2096 1935 245988 217703 2798 398 140 258 214905 26086
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=31
num_cat=0
split_feature=22 39 0 46 36 37 47 38 37 45 8 47 12 32 41 17 36 16 26 36 40 24 41 47 23 25 22 0 42 18
split_gain=19.9291 47.1619 36.9717 35.4205 34.6122 39.2971 51.1844 50.3015 57.4962 76.6624 53.0925 56.5205 42.6031 43.8934 42.1631 55.462 64.8605 60.479 78.6589 53.8448 46.7675 46.4416 61.5813 46.4219 63.0737 45.5253 46.9832 59.2368 59.8919 44.4689
threshold=834.49849046153543 16477.62788763853 8.7500000000000018 0.015234310734004728 10860.465891816912 0.08843254990176759 3.8359990012464831 8.7771752590833145 0.125241988368854 -0.76527549937891493 1.675 1.7838274706171224 482.12856950090935 0.33053410425801605 4.7447021605220341 98.28596201452963 395.8754709089755 4.1618079763059566 5.4161645218002201 293.91650883210735 0.32094938406144452 17.074406502585166 3.5037434177758073 0.41858894303046751 10.16270395771277 3.5200701107275374 23.91102952777862 9.7500000000000018 13.681834144079611 72.591684354734383
decision_type=2 2 2 2 2 2 2 2 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 5 6 -1 8 9 -7 11 12 13 -9 20 17 -17 19 23 -16 21 22 -10 24 -19 -22 27 -27 -29 -21
right_child=1 2 -4 -5 -6 7 -8 10 14 -11 -12 -13 -14 -15 15 16 -18 18 -20 29 25 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0017585255412916616 -0.016164950371734647 -0.0058065185490768553 -0.024308947821679347 0.015267071952503231 0.0073383192944080832 -0.038126658499196428 -0.015601346312618607 -0.019700579289868392 -0.016822111899457745 -0.0048247918914789195 0.0017297708306762455 0.026004037178264279 0.044423152064711764 0.0087112804477271401 -0.0025464940971111258 -0.0074743054918500326 0.0025894675216910096 0.00033506898323673947 0.0037221827074582488 0.016249837098367609 -0.0027531993242297399 0.0017579148590144882 -0.0037716789566866514 0.013561112860051398 0.046025821120585085 0.015035542638558434 0.0015119608555687748 -0.11904751870528055 -0.0086425974835868304 -0.04032277869236886
leaf_weight=2858.5885976745631 626.78530465665972 372.18517147901002 119.68084225291386 429.49720789073035 1630.6298684079666 184.1370113453595 871.31242168392055 179.18617261794861 1062.679908260121 2811.0117156070191 2984.6983825368807 550.77019638963975 63.827306625316851 563.21417552413186 2662.3951818973292 2358.6296878334251 4984.4412372205989 103.805195171386 2169.8904531191802 644.93370729894377 3964.257117141271 2930.7643413418555 6051.3640898907615 1205.1773698780453 277.31807737261988 1343.1194019527175 4124.3254914903082 13.732040475122629 116.47012034244835 36.713772367918864
leaf_count=58375 11475 3082 879 2342 12381 3518 7693 8278 8192 52662 16458 6901 2272 17815 57409 54501 50736 727 17666 6328 25789 26196 58635 14806 2519 5394 27385 121 814 618
internal_value=-2.96146e-06 -0.00558422 0.00161364 0.00548355 0.000181875 -7.67764e-05 -0.00499224 0.000366219 -0.000230532 -0.00687214 0.00545795 0.013658 0.0052239 0.00185378 0.000353685 0.00240365 -0.000643065 0.00555457 0.00990867 0.000663835 -0.00115643 -0.00353897 -0.00572112 0.0183711 0.0335812 0.00134645 0.00424982 0.011914 -0.0202867 0.0132028
internal_weight=48295.5 1548.15 921.363 801.682 46747.4 45116.8 3729.9 41386.9 37045.2 2995.15 4341.7 1357 806.228 742.4 34050 14443.3 7343.07 7100.23 3756.19 3344.04 19606.7 10044.8 7114.04 1586.3 381.123 9561.9 5597.65 1473.32 130.202 681.647
internal_count=561967 17778 6303 5424 544189 531808 66068 465740 414016 56180 51724 35266 28365 26093 357836 205310 105237 100073 35718 64355 152526 93023 66827 18052 3246 59503 33714 6329 935 6946
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=31
num_cat=0
split_feature=43 0 0 33 26 23 34 39 37 36 17 41 25 21 34 30 45 9 29 31 22 24 17 25 16 8 31 40 18 24
split_gain=20.6562 49.4918 48.69 52.24 71.14 62.1519 55.8633 54.2686 53.2565 51.6183 81.5776 61.6531 47.8798 47.7368 41.7435 47.1124 41.7323 41.8528 48.1596 44.3318 49.2295 45.3734 41.7772 40.6508 71.7611 50.2474 47.9484 40.5078 41.7856 42.6486
threshold=2.3797351970813265 9.8500000000000032 11.250000000000002 243.09325081330579 2.3288372506930974 5.6441184325055458 0.23822623686901337 451.25046411129046 0.22772907078093435 364.87765975124341 91.348991456406125 4.2492208973196579 8.0460943641945679 8.8957179721300559 0.22671199360320546 1.9797823305095956 1.0264006050296193 1.5850000000000002 5.8500873319330671 -0.34534306616897509 23.472887686081787 11.18402751721748 199.58519694677634 1.7913689344779209 3.9512868239191845 1.5450000000000002 1.4031198936004161 0.29748409865855457 33.462944113158478 11.084100305913575
decision_type=2 2 2 2 2 2 2 2 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 16 3 4 14 -6 8 27 -7 10 -4 -12 -11 -14 15 -1 17 -2 -19 -20 21 -21 -18 25 26 -3 -25 28 -8 -30
right_child=1 23 9 -5 5 6 7 -9 -10 12 11 -13 13 -15 -16 -17 22 18 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.021872507502344769 -0.00057496876249604528 0.061669674237747232 0.014773064498332903 -0.00060119333586918758 0.01908493465195741 0.0067088841738699922 -0.0010597132490955204 0.012987213743502694 0.027920353648270665 -0.00074478156396999594 -0.12985839650389253 -0.038012425014178716 -0.068410593350008084 -0.013888299885617357 0.0043100739337316252 0.0030631055736289794 0.0064401604206553434 0.0013782281554626605 0.011779867735737654 -0.0064624863827447187 -0.011462851952183063 0.011524071937297944 -0.011371697721915718 -0.027925660199910163 0.0076581763038562518 0.012328509755023516 0.0010136807417897313 0.0028966191100834923 -0.029937887902438787 -0.0053087577650742859
leaf_weight=554.77620609570295 9877.958547955117 58.049719010479748 49.571897608228028 12257.38614627003 799.27364839566872 4410.131738977565 858.0251873958041 663.11374499031808 317.20181706012227 1420.1036049159011 26.115556274657138 60.832370568881743 48.678608346846886 229.04233778221533 554.23099923669361 287.63498363317922 2312.3157267615316 1978.7795709082857 282.15927133307559 1261.1255534224911 4162.8459951060941 485.6515967969317 383.84902733645868 275.94203929294599 1626.0420165655669 464.27451907005161 297.38895150367171 1577.0354605645407 348.08254089171533 355.06981117802206
leaf_count=19039 114420 448 302 181251 4157 52121 9041 4831 1951 9354 292 794 691 1565 5477 4821 21406 20301 3967 8411 57413 2242 3598 3007 9570 2507 2100 9974 4071 2845
internal_value=-2.74781e-06 -0.00106627 0.00100292 0.00162862 0.00417713 0.00575288 0.00450345 -9.21399e-06 0.00813216 -0.00683633 -0.0364151 -0.0655992 -0.00445794 -0.0234449 -0.00634702 -0.0133584 -0.00189799 -0.00276477 -0.00541216 -0.00758224 -0.0085067 -0.00146173 0.00390431 0.00527312 0.00229525 0.0178122 -0.0129147 -0.0027554 -0.00846483 -0.017501
internal_weight=48282.7 23466.4 24816.3 22982 10724.6 9327.93 8528.66 3801.33 4727.33 1834.34 136.52 86.9479 1697.82 277.721 1396.64 842.411 20744.7 18048.5 8170.56 6191.78 5909.62 1746.78 2696.16 2721.7 2199.37 522.324 573.331 3138.21 1561.18 703.152
internal_count=561967 249390 312577 299579 118328 88991 84834 30762 54072 12998 1388 1086 11610 2256 29337 23860 231758 206754 92334 72033 68066 10653 25004 17632 14677 2955 5107 25931 15957 6916
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=31
num_cat=0
split_feature=33 34 37 38 33 46 42 38 24 22 0 46 7 19 0 20 25 26 0 39 22 26 20 42 15 28 46 13 26 45
split_gain=19.7895 19.8522 41.0764 55.8206 40.436 40.0461 38.3461 45.0112 37.8344 45.7337 39.1232 37.4423 41.7734 37.6167 48.3386 74.6576 53.3267 45.5332 46.1943 43.94 49.9328 46.1345 42.2994 41.933 41.1753 39.7726 50.1024 37.9939 40.6618 40.7767
threshold=1.0000000180025095e-35 0.25640244475855051 0.28697887016966611 3.5693404412497887 22007.569215382013 0.059608528968049974 10.285928866477121 4.5951370921059924 4.4737728758750297 16.207652683225529 8.5500000000000025 0.035634160100318717 4.9850000000000012 17.855548409199688 5.2500000000000009 4.6001185395618638 4.5568222067137034 2.5027203930195072 12.850000000000003 487.68975479565898 182.26967837261054 7.5278262768776605 7.2492487270042778 8.1577902163186931 16.191853148780407 0.82402666869786234 0.15905597900112897 18.923627451595113 12.518688256497816 1.246223507904366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 8 -7 -8 -5 10 -10 -3 13 14 16 17 27 18 -16 20 23 24 -15 -18 -21 26 -17 -13 29 -29
right_child=1 11 4 5 -6 6 7 -9 9 -11 -12 12 -14 22 15 25 19 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.083022445548716572 -0.0098374752963070397 0.002689822185477652 0.0073376334386138654 -0.0038118271572464241 -0.087769348617919962 -0.011314717432098425 -0.00090562078656948564 0.012177829357142615 0.014689748117891442 0.00036627689109816099 -0.008404386686051795 -8.0076945564795297e-05 0.0026836381240685314 -0.01729608745813449 -0.0053762126131139251 -0.023697769886456596 0.051839817338008701 -0.027594565336112233 0.089284920397229878 0.063393155398282081 -0.062816015652973123 0.018931314070041297 -0.0051282754233580134 0.0046030947852023617 0.2745551645751777 0.0035229496149786518 0.084606916567393733 -0.035653471892932026 0.016354613653357778 0.028929657428943014
leaf_weight=7.1770121091976753 1329.125022446533 3871.4647913746885 2445.9429781336803 5231.1233519686502 11.227210155688224 293.18720843817573 1004.3787130608689 1902.7633289791411 982.84454473899677 20188.465341347677 225.45567336305976 1561.8172536815982 2456.9309604881564 1020.3739745751955 81.286450352054089 238.21666570421075 49.796828910359181 548.64791659789626 15.31639613676816 42.199808884877712 26.166098558460362 208.20857820031233 2380.7293436228647 831.33429590414744 2.4421821485739192 979.21806869469583 11.179484618012792 218.95062041073106 63.753753297030926 27.511764565715566
leaf_count=71 14109 26633 15336 86689 94 4524 11239 18288 5023 292114 1346 14773 14449 9780 1020 3095 265 5458 50 660 703 1439 17097 7666 29 5306 73 3894 442 302
internal_value=-2.43091e-06 9.918e-06 0.000679134 0.000188294 0.00690307 0.000635035 0.00591958 0.00765767 -9.94293e-08 0.000931799 0.0103806 -0.00152712 -0.00304381 -0.00473776 -0.00193634 -0.00824969 0.00196526 -0.0220212 0.00963232 0.0103882 0.00525133 0.0288208 -0.00877877 0.00727266 0.074945 -0.00101709 -0.0188429 -0.00325466 -0.0192375 -0.0284443
internal_weight=48257.2 48250.1 33614.5 31157.3 2457.17 29828.2 3200.33 2907.14 26627.9 21396.8 1208.3 14635.5 10764.1 8307.15 4906.05 1873.86 3032.18 645.251 96.6028 1160.15 907.297 252.851 3401.1 881.131 44.642 1228.61 249.396 1872.03 310.216 246.462
internal_count=561967 561896 448762 433332 15430 419223 34051 29527 385172 298483 6369 113134 86501 72052 45175 15002 30173 6528 1070 10762 8634 2128 26877 7931 689 8474 3168 19411 4638 4196
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=31
num_cat=0
split_feature=1 8 1 31 8 8 49 41 33 15 17 31 8 47 32 31 43 12 40 16 47 36 22 20 29 12 31 22 25 8
split_gain=19.7904 25.1553 21.0318 41.3648 100.668 66.5581 55.063 63.8521 61.7033 45.9324 45.5307 52.0681 47.7165 43.5977 57.3105 51.1931 55.2856 44.039 54.9102 44.1387 41.6128 40.2836 43.0507 40.3378 40.2749 39.8285 38.3463 50.6807 38.3239 44.4125
threshold=3.5000000000000004 1.7150000000000001 1.5000000000000002 0.85370243907785437 2.1650000000000005 3.3450000000000002 0.48749125258167386 2.7924089790415536 261.97174297581881 8.0944164364708282 165.43150489919819 5.0913751032908108 15.685 0.33990017076745688 0.60815244966358495 -0.35450545470315381 6.386755219675746 564.16975021451674 0.091530563977600551 2.3230456512813995 1.5379651123820122 275.58615289811581 16.207652683225529 0.51959034980011809 8.4090992777846463 27.640393298739461 -0.062171206623941717 176.51869552135182 10.330192168061224 1.2950000000000002
decision_type=2 2 2 2 2 2 2 2 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 13 20 9 -9 -8 -6 12 -12 15 21 -4 17 18 -17 -20 -7 -15 -23 -24 -22 -21 -25 -28 29 -18
right_child=1 -3 3 4 10 6 7 8 -10 -11 11 -13 -14 14 -16 16 28 -19 19 25 24 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.0014869784784153229 0.051275524452454015 0.0068974080676299275 0.028703331079524632 0.0063205414882982914 -0.0014121431608490091 0.016853478444248574 -0.03863635009293695 0.019722407736236545 -0.0062188684912502096 -0.0034432052762542313 -0.01018303542935413 0.0018658439046674328 -0.040109139118801804 -0.010304874299204422 0.00095996619551274242 -0.03050463055929813 0.11726978633629406 0.028946416027802898 0.025055300969591299 -0.031166611913606514 0.014477959663044819 0.02096675606295233 0.076180212657461915 -0.010766890737542962 -0.008816196357636882 0.00060047908527858498 0.0028660559031556346 -0.011058849196518825 -0.033411821065257884 0.027444307333382448
leaf_weight=14467.780084060505 34.359724080190063 452.01043992117047 228.55287028755993 2161.0560244168155 3571.3699284784961 1395.0800391691737 162.74516939371824 427.43751593027264 494.32359268888831 215.45512058027089 4021.7018041592091 938.17776942718774 137.76411120593548 2331.7354373676062 9884.4034878641251 157.38281294249464 14.924029384041203 119.11997944104951 163.38842790771741 111.37059682968538 352.42668035952374 190.6355305435136 15.923652757541275 1320.7713018807699 391.89961258135736 865.12778620835161 2528.7844886701205 881.10241659230087 23.344259175122716 176.5632899615448
leaf_count=78409 103 2390 3254 19126 18491 9017 1137 2000 3082 1614 19574 6893 920 62379 184418 6397 294 2095 4951 2239 1384 906 533 42861 2074 16596 39633 27543 403 1251
internal_value=-2.38682e-06 0.0100325 -0.000104599 -0.000796451 -0.00333446 0.000427772 0.00682845 -0.00128756 0.00581058 -0.0185873 -0.00574131 -0.0087743 -0.0111742 -0.000730073 -0.00151844 0.00654135 0.0034362 -0.000148698 -0.00282032 0.00100202 0.0117599 -0.00488861 -0.00233064 -0.00326632 0.00221322 -0.00302259 -0.00353375 -0.000732089 0.0270715 0.0344451
internal_weight=48236.7 486.37 47750.3 33282.6 10830.1 22452.5 3439.37 1299.96 921.761 378.2 8669.01 5097.64 4159.47 19013.1 17153.4 1859.77 1631.22 1416.39 1297.27 1139.89 2139.41 7268.95 4937.22 4746.58 744.326 976.498 4730.66 3409.89 214.832 191.487
internal_count=561967 2493 559474 481065 65004 416061 20308 7833 5082 2751 45878 27387 20494 395753 358273 37480 34226 32278 30183 23786 12475 173855 111476 110570 3458 18835 110037 67176 1948 1545
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=31
num_cat=0
split_feature=47 47 7 41 22 7 17 36 31 41 40 45 13 40 21 38 26 0 23 36 43 13 26 29 12 27 31 41 47 8
split_gain=19.9635 52.7395 44.1628 42.9205 44.2015 58.9806 51.3295 42.2473 56.1772 38.5634 69.8537 56.7819 50.5784 46.2845 37.8929 37.0576 42.7349 41.3976 40.1373 37.2669 36.6756 36.6589 36.5942 36.4438 38.6089 35.9678 34.8419 40.029 34.7032 99.7862
threshold=1.0537167204382343 0.57525751693953719 617.28000000000009 7.7383302864281767 42.164451991274063 2.6650000000000005 1013.760896072161 735.64448054863828 -0.32840130816983176 6.8989015719920834 0.15306296551874171 0.56811340013520406 5.8067400904981508 0.15460979744466677 16.819998981092194 2.6421075704006927 10.94434279063524 5.9500000000000011 6.3462503384107745 195.74261077462944 4.8338340486409157 38.088273852236398 5.7673598594612114 22.887107586888021 194.52145432507146 0.53300352007679275 0.018288364535914415 3.3947679506897521 2.8801544443153757 1.5550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 8 25 -6 14 12 -12 -13 -11 26 18 -18 19 22 -21 -10 -17 -9 -25 -7 27 -3 -2 -30
right_child=28 3 -4 -5 5 6 -8 23 21 10 11 13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0019123114868121504 0.0023487534551323275 -0.068172926735036984 -0.047295695566836098 0.002991102920374251 -0.020061840865112215 0.25041616943704459 -0.035299315021676991 0.010162031751635657 -0.006293219875838774 -0.044651452094777527 0.21183145004183315 0.32383007913575307 -0.00068262777679658224 0.079569392518210297 0.063807606077693022 -0.0084040857301963118 0.018990402448569366 -0.012185534639529422 -0.0050682957555316186 0.027404707870249907 -0.021684327291558236 -0.025866836659731676 0.024969002219548189 -0.0031522169152284982 -0.075184986524931746 0.022982059165221017 -0.0096191079818900987 0.031347484418350592 0.0099441155163049848 -0.0030953834598016032
leaf_weight=8863.7665515767876 16344.89248869181 54.569398982450366 45.831622665748 2072.1445787144476 1234.891732541495 1.7648149583255861 130.43669091921765 723.24880771752214 1611.1860733354697 60.681705016642809 2.9506127884378648 2.1163055091165033 54.784319319529459 23.201587976654992 9.2854420877993089 382.21625195862725 469.55692783929408 137.71075866930187 2961.1231586853974 278.12374276481569 44.079885522834957 280.91548114496982 104.62575430981815 67.144028783543035 25.731216356041841 116.02174304611981 281.44045909307897 12.399872084613888 1715.8399018814671 10124.874167332309
leaf_count=112632 194730 520 453 50727 31981 34 1650 6001 26765 4143 54 23 1691 337 28 3494 1699 695 30004 1564 266 5484 360 763 701 2058 1520 56 24189 57345
internal_value=-2.46617e-06 -0.00120842 0.00165918 -0.0035014 -0.00498466 -0.00862512 -0.00463343 -0.00321802 -0.00711362 -0.017128 0.00654849 0.0375556 0.0101782 0.099987 -0.0302577 -0.00163806 -0.000388943 0.0119206 -0.00237166 0.00749807 0.020689 -0.00919926 -0.00123198 0.00637578 -0.023109 0.0263897 -0.0173321 -0.049746 0.000855481 -0.00120583
internal_weight=48237.6 20051.9 8909.6 11142.4 9070.21 4344.36 2956.45 2826.01 2009.89 1387.91 153.02 83.0528 57.7349 25.3179 69.9671 4725.85 4377.44 607.268 3770.17 809.046 322.204 1892.1 486.842 816.124 92.8752 117.787 348.41 66.9693 28185.6 11840.7
internal_count=561967 285703 113085 172618 121891 81713 43456 41806 34341 38257 6276 2105 1745 360 4171 40178 38082 2394 35688 5684 1830 32249 3854 7465 1464 2092 2096 576 276264 81534
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=31
num_cat=0
split_feature=24 31 25 0 19 25 22 19 21 41 20 42 23 20 9 0 49 43 21 0 25 14 8 31 26 43 21 30 32 23
split_gain=19.8914 48.1919 46.4508 43.6217 99.57 78.0146 59.2672 62.814 56.6535 45.217 44.9423 40.3736 39.7213 59.0972 86.7423 38.0607 37.6629 37.4389 41.0183 53.885 48.2702 50.9795 39.8344 49.3858 54.2176 48.576 45.3357 40.0052 38.2957 37.2747
threshold=13.594361353989161 0.8731814949593879 46.039092977614551 3.7500000000000004 11.49999735665393 8.1592801505288772 315.25152034249999 66.061549536104181 5.4725925074262376 4.8505937957568444 10.75006124357561 13.242593892926957 60.172639230626991 1.3684051207847492 1.0650000000000002 17.650000000000002 0.93711523554964049 1.1107217432353769 8.483558666928749 4.8500000000000005 8.6465366698757276 10.075426092926845 2.1150000000000007 -0.010797152424386102 7.5278262768776605 1.2774641956049673 11.082668878853232 -0.2878116516082137 -0.098976662828774944 63.062191742124263
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 12 17 29 9 -7 11 16 -6 14 -14 -3 -11 28 19 -19 -21 -22 23 24 25 -20 -25 -27 -5 -8
right_child=1 2 -4 6 5 8 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 22 20 21 -23 -24 26 -26 27 -28 -29 -30 -31
leaf_value=-0.00071488035042984431 0.026576962247276577 -0.00092657779272180057 -0.024203854307085156 -0.040327930478827906 -0.0088269264659087358 -0.0017079980683542839 -0.0079326359439515545 0.010113635142151713 0.0075463800523361815 0.037695314591727563 0.091592514523336402 -0.065105611389152218 0.70910386628709532 0.012757165182994371 0.098589996672931196 -0.030485298573546312 0.28589832834056217 0.0060688725529165488 0.28455708715765166 -0.0037788117441264176 -0.0446036865539952 -0.0086884385389303619 0.0016151254843225983 0.0038487634266330751 -0.017577563672405171 0.27790054234031497 0.029088518968797668 0.017861579879967681 0.013617129231189485 -0.029053581772787176
leaf_weight=32333.271682280931 594.65371204644907 4256.890355927404 241.62053704215214 34.026177433785051 1066.4267968110507 62.285696056846064 566.61765865451889 318.93701198685449 1212.4433731805766 111.74240576667944 43.977581816085149 9.7176911291899142 0.7103666021721432 163.73429756565019 3.2148656456265599 111.76367331203073 1.5496033197268833 987.68992508470546 2.3037552945315865 1227.4116392765427 169.42343376739882 237.04508633638034 2205.0537868654355 284.78202605980914 175.12240088032559 1.6230416623875559 474.10448594857007 16.670036221854385 993.4271895516431 330.88058230013121
leaf_count=400114 7890 24446 1631 495 17122 1430 10563 3065 10534 1930 872 293 8 3137 75 691 13 18273 6 17807 3142 4838 10808 2744 2124 20 2844 161 8910 5981
internal_value=-2.75521e-06 0.00144485 -0.00286309 0.00320313 0.00807043 0.00395765 0.00121957 -0.00894616 0.0118565 0.0346493 0.0482105 0.0327008 -0.00527014 0.0173534 0.209077 -0.00168278 0.0410902 0.00303577 0.00147273 -0.00315096 -0.0087244 -0.0236586 0.00530899 0.0138415 -0.00855244 0.0681827 0.019617 0.0409334 0.0118306 -0.0157193
internal_weight=48239.1 15905.8 4610.27 11295.6 3270.46 2675.8 8025.12 1216.44 1441.72 229.273 166.987 123.01 1234.09 167.66 3.92523 4368.65 113.292 6808.68 5781.23 2621.57 1633.88 406.469 3159.66 954.606 195.719 20.5968 758.887 18.2931 1027.45 897.498
internal_count=561967 161853 26768 135085 43304 35414 91781 19609 15072 4538 3108 2236 20342 3220 83 25137 1943 72172 62767 44060 25787 7980 18707 7899 2311 187 5588 181 9405 16544
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=31
num_cat=0
split_feature=46 34 1 24 40 12 18 32 24 31 37 8 23 38 12 31 26 14 23 47 39 0 49 36 26 13 32 30 23 47
split_gain=19.4574 35.8531 35.7545 46.686 38.0826 37.4572 35.7516 38.9686 50.1118 38.4623 56.6198 51.9793 67.8999 57.0742 54.5502 53.3237 49.7178 41.0021 54.8558 38.7028 38.3128 37.9318 39.3133 48.2521 44.2642 37.3427 36.1334 35.5845 35.2095 34.9693
threshold=0.0061699830488579936 0.21309250269354713 1.5000000000000002 5.5853578489094238 0.14903216459909543 11.176008497706023 16.555837548841584 0.090737333956896121 10.696417029964907 0.96492189614919632 0.30030398761497007 1.175 12.915866381673093 7.0131952210765132 54.500379123811406 -0.34534306616897509 3.3188298010434196 2.5321915044883831 16.032794500022945 0.16031567595035173 9078.0920885873675 4.2500000000000009 0.70187711863024349 754.58473995516397 3.5795687049325333 46.183239225143652 0.098186668250034123 -0.736365842299606 12.460699655623868 26.035673904510691
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 12 14 -14 19 25 17 18 -15 -9 -21 -18 27 -24 -25 -13 -16 -23 -28 -29
right_child=1 -3 3 6 -6 -7 7 9 -10 -11 -12 15 13 16 26 -17 21 -19 -20 20 -22 22 23 24 -26 -27 28 29 -30 -31
leaf_value=-0.0029392444573304644 -0.0016684863128376875 -0.0012228390755085819 -0.047556491780992069 0.011176349675768636 0.0079836642237308027 -0.0033177128485042309 -0.021912189818733267 0.33138572638396596 -7.839750169404544e-05 -0.0018522211257997582 0.034859264525181836 0.036391101253625345 -0.034606233177042971 0.26543849748197212 0.40505839987598941 0.0042328016488090208 0.020443293647647867 -0.047457473447585358 -0.050887405179103742 0.055096373308449388 0.32267638933329645 0.32824061287050044 -0.068302041468802463 0.26858450623794899 0.046881771817746366 -0.025395224037131615 -0.025234535098409762 -0.038305265337209904 0.091532339835553742 0.045368797103868409
leaf_weight=5051.6872020053561 1405.9439859814011 19837.639896250563 48.368883248069324 1000.7733384825406 3741.390001562424 4448.0591833687504 391.23622956714826 1.4014592273160804 800.5100418641814 3818.2112785067875 148.50445914291777 199.99181142484304 230.09720515192021 2.5214113172842181 0.53530077380128105 6582.8744933709386 181.57981736620422 78.141043539682869 3.0026938713854179 39.480326867371332 1.3846743358299125 0.70292165456339617 8.6243957969127205 2.49266034155153 23.260076482081786 27.861481964937411 43.451856798899826 107.01038215658627 7.5825453915167591 14.136107297614215
leaf_count=48717 8840 171235 714 12939 20018 93705 12026 34 15990 22908 693 2846 20862 113 19 94862 6289 17077 586 1226 5 6 343 57 405 530 2699 5771 370 82
internal_value=-3.09501e-06 0.000340276 0.00166774 0.000627772 0.00534727 -0.0037936 0.00207727 0.00136107 -0.00724617 0.00225127 0.00428486 0.00368396 -0.00885138 -0.0145782 0.0309138 0.0050559 -0.00364414 -0.0381508 0.0934957 0.0730236 0.0641631 0.0049022 -0.013161 0.0340604 0.0683408 0.028836 -0.00359923 -0.0264835 -0.00788565 -0.0285417
internal_weight=48248.5 43196.8 23359.1 18211.8 5147.33 4496.43 13715.4 12714.6 1191.75 11522.8 7704.64 7556.13 745.405 651.569 93.8362 6810.73 421.472 83.6651 5.52411 42.2665 40.865 337.806 156.227 34.3771 25.7527 227.853 51.5697 121.849 51.0344 121.146
internal_count=561967 513250 342015 313157 28858 94419 218738 205799 28016 177783 154875 154182 55944 51591 4353 98238 30729 17776 699 1265 1231 12953 6664 805 462 3376 3088 5859 3069 5853
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=31
num_cat=0
split_feature=23 26 0 16 47 8 32 34 12 17 35 36 33 12 0 17 26 21 0 23 27 43 26 33 12 30 37 29 33 7
split_gain=19.7691 35.2348 38.2111 38.8685 35.1642 41.5896 36.3576 41.3181 30.1215 41.574 39.3595 36.666 44.1218 69.7153 60.5625 45.9711 60.8232 65.4443 112.763 47.3544 44.501 47.5534 42.2556 46.9251 43.3538 50.9487 46.9948 39.5763 39.4729 41.833
threshold=3.4075737895381164 1.7693537877337964 7.6500000000000012 1.7952739590006013 8.7523908089664655 1.3750000000000002 0.84155389620947318 0.27794814656230554 10.252702202953614 16.310857543659896 1.9420470276724182 193.57504647199559 142.24827777581888 27.640393298739461 16.850000000000005 159.98196353172489 3.2060806292254478 4.8100120378680176 7.6500000000000012 10.975783432693069 3.875404505223313 0.93016919559634748 1.8239371493406147 135.665518275507 29.277421751522905 -0.41208501546001597 0.20720553208856038 1.6373403460249525 137.01741767731423 3.7450000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 -1 10 -10 -2 22 14 -14 15 -13 20 18 19 -18 21 -17 23 -11 25 26 -25 -23 -26 -30
right_child=8 2 -4 -5 -6 -7 -8 -9 9 11 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 27 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.03070087765333129 -0.0676259171670789 0.044241117647032882 -0.01352854615060645 0.012431501638487644 0.027294186237106766 -0.017969059844157063 0.035441416481791763 0.0081311102364836404 0.0078767371860765708 -0.039174463257116349 -0.007530140825475074 0.0077266406037626136 -0.0093205498657261063 7.8506807551208043e-05 -0.026001865244349404 0.0013395640996630815 0.047736774974555363 -0.000652361187500491 -0.041520793688393398 0.014757340945948341 0.0049267508154384292 0.17216232575425594 -0.0029238704114676823 -0.066921682014677811 0.37452474804508756 0.026132655908400283 0.32335596044087828 -0.037069460764736599 -0.050461314431297394 0.020208499685103729
leaf_weight=90.587343289516866 28.183127595577389 122.62830629339442 104.88883760338649 442.80119465664029 97.584665625356138 332.25296858139336 82.03636975120753 280.96963348891586 1609.9872331656516 172.0973619685974 819.31606846029172 4277.8158968333737 2122.4083191477694 28002.306408291042 168.63948706304654 128.66478480061051 181.94734158646315 2223.1176310946466 66.93475576932542 270.91707884985954 200.40922391595086 2.278563284489791 6007.3352561991487 1.0598633295157918 0.63472301431465794 33.913144172634929 2.8333535745041445 278.33681357791647 50.613757767481729 35.71877168212086
leaf_count=977 230 422 710 2052 301 2240 474 1541 9116 7656 6183 39746 16052 356228 1122 1570 1241 14140 893 3722 2932 67 81059 54 51 702 16 5924 3947 599
internal_value=-3.63853e-06 0.00554471 0.0141886 0.0193303 -0.00101401 -0.00452926 0.00531527 -0.00133631 -0.000188294 -1.56014e-05 -0.00952859 -0.000302898 0.000284067 -0.000583695 0.00363589 0.00429091 -9.29595e-05 0.00308217 0.0190543 0.0280075 -0.0143775 -0.02383 -0.00383387 -0.0222481 0.00109799 0.045799 0.217109 -0.0353705 -0.0183344 -0.0212228
internal_weight=48239.2 1553.75 670.318 565.43 883.431 785.846 453.593 371.557 46685.5 45838 847.499 44228 37923.8 30124.7 7799.06 7630.42 3352.61 2742.92 519.799 452.864 609.689 409.28 6304.21 296.871 124.774 37.8064 3.89322 280.615 86.9673 86.3325
internal_count=561967 8717 3184 2474 5533 5232 2992 2518 553250 546837 6413 537721 443637 372280 71357 70235 30489 19996 5856 4963 10493 7561 94084 13025 5369 772 70 5991 4597 4546
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=31
num_cat=0
split_feature=43 0 0 36 17 41 33 26 23 34 37 26 25 7 38 37 24 31 23 27 47 8 8 31 21 32 25 8 21 43
split_gain=19.482 46.4262 40.3825 46.8172 72.3521 53.1959 46.7499 61.2502 55.1965 54.3097 60.2979 50.9709 42.0911 41.369 72.12 46.7554 41.2149 44.1232 53.5487 50.4972 45.459 45.2396 44.4844 41.2951 40.5477 39.8229 39.2244 50.3362 65.4895 46.371
threshold=2.3797351970813265 9.8500000000000032 11.250000000000002 364.87765975124341 91.348991456406125 4.2492208973196579 243.09325081330579 2.3288372506930974 3.4075737895381164 0.22320960302880888 0.20379486160609961 5.3752577874998506 8.5181686516129194 3.7250000000000005 8.2424550335748119 0.10480903415390076 53.25559004434475 0.1750580720360885 12.915866381673093 1.3061945661272372 0.27064283423486729 1.655 1.635 0.673167871849918 8.8957179721300559 1.5529413017502336 9.6402651035678506 2.0350000000000006 3.8282480425866106 5.3205922304031317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 7 -1 -9 10 13 -11 -5 14 -10 25 17 18 19 -8 -20 22 -21 -18 -14 -16 27 28 -3 -29
right_child=1 26 3 12 5 -7 16 8 9 11 -12 -13 24 -15 15 -17 23 -19 20 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0058326426431747685 -0.0018438163934448065 -0.019437067275935277 0.014161099115370274 -0.00058158526797584564 -0.12053844471316735 -0.03581290522841913 -0.023840367617141152 0.032308419613072729 -0.0040265480772301472 -0.0057461827221466305 0.026477733051020975 0.0050101366583208485 -0.067084060558294564 0.013512288194094483 0.012115179805413772 0.02758815425135689 0.01871865624369674 0.00092602131278822324 0.0079011374682558654 0.019976559332955848 -0.010977523428434924 -0.00037881758121340335 0.10692569364601844 -0.0047878278473543305 -0.013684565797124425 -0.019787121073023307 -0.010636189822642356 -0.0050998101845517183 0.027144927707544248 0.011036099952346369
leaf_weight=1389.708307570254 20708.622721656604 88.907363677630201 49.325784942833707 1450.3615323266713 26.608615588978864 60.992835886194371 129.21215816389304 187.03248526202515 1459.579915123526 1696.7732471250929 440.93575619405601 3138.70548589807 42.595982063561678 1481.1978876199573 410.50190086278599 370.40491118049249 522.44212802953552 7473.6484553432092 361.50931855314411 310.71145252627321 2703.6763433449087 448.62057109782472 15.441189678385852 290.85221456666477 214.89312441041693 128.42284500179812 345.24200851365458 863.53719286434352 498.59094088990241 919.18121013045311
leaf_count=29337 231758 1778 302 9524 292 794 2845 720 25195 20367 2995 18896 627 11260 4752 3303 4266 72719 7073 9491 80318 2865 77 1597 1459 1503 2786 4531 2813 5724
internal_value=-3.64724e-06 -0.00103776 0.000972927 -0.00614433 -0.034275 -0.061548 0.0015448 0.00395914 0.0054202 0.00486917 0.00896361 0.00123574 -0.00388895 0.0069578 0.0028595 0.0139124 -0.000563647 -0.00133664 -0.00559707 0.00509698 -0.00875097 0.00992298 0.024093 0.0103122 -0.0225184 0.00451303 0.0051094 0.00740287 0.0200956 0.00321997
internal_weight=48228.2 23424.1 24804.2 1844.78 136.927 87.6015 22959.4 10703.3 9313.55 9126.52 4291.04 4835.48 1707.85 3850.11 2368.91 909.33 12256.1 11442.8 3969.17 903.985 3065.19 774.773 326.153 813.294 257.489 538.925 2715.46 2370.22 587.498 1782.72
internal_count=561967 249390 312577 12998 1388 1086 299579 118328 88991 88271 49008 39263 11610 46013 34753 9558 181251 175388 102669 15278 87391 12433 9568 5863 2086 6255 17632 14846 4591 10255
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=31
num_cat=0
split_feature=22 39 40 0 25 23 36 17 41 31 17 36 22 31 39 16 34 7 33 12 26 8 16 42 0 23 47 17 38 0
split_gain=19.331 29.8865 35.7999 35.8396 40.1775 31.0668 29.5018 43.652 45.3274 38.7063 29.1511 47.9092 49.3458 55.1776 52.2825 54.9419 59.3917 58.6738 48.6554 48.7321 48.7771 67.7385 57.183 46.7565 46.3113 45.418 44.472 67.2303 59.0516 42.1863
threshold=7.3163198070008049 60.101813583588331 0.26928819517093155 10.550000000000002 0.87605447424417415 3.4075737895381164 158.73232445861956 18.645729470517491 4.5457327010555071 0.81584919780185861 38.87315078691838 301.96821752848263 35.084809883358943 -0.61522904207182127 487.68975479565898 5.0608499695594231 0.14109583621788799 2.3550000000000004 240.87184828984257 28.859938222328264 1.5335342464507054 1.3950000000000002 1.2882251965766249 27.382967964992165 5.6500000000000012 94.452325825303248 0.52141861800807021 82.652275080640067 5.2536331416173097 12.950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 8 -4 -9 23 12 29 -14 15 17 -17 -15 -13 -20 21 -21 -23 -7 25 -16 27 -18 -29 -12
right_child=1 5 6 -5 -6 10 -8 9 -10 -11 11 18 13 14 24 16 26 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0060669816722189731 0.0027288261517925579 0.012145584204591879 0.0004411629391163263 0.018342113069662446 -0.03405991904877749 0.003360001081245042 0.0075251042275931105 -0.039155509144998775 0.11111903076139498 0.0015922994610685403 0.00088835663686522189 0.0028447427534766629 0.044070548184200281 -0.030704351682382804 0.013093785179401711 0.024214347914402117 0.024230058856695925 -0.011011736766830378 -0.014395979584695443 -0.021579197944301246 -0.0011603585300108434 -0.0041153497748742749 0.048212404643795011 -0.030273639640417328 -0.025761429911950209 -0.056363840515907274 -0.011264114893830741 -0.044466991176624865 0.051457000045540373 -0.034991297077445901
leaf_weight=1276.7689308435656 100.14221078949049 524.89972865441814 239.10372775932774 55.761440097354352 286.65522582526319 6957.0654412061558 441.95359205687419 164.54119183495641 9.6231236825697106 90.24227829137817 3809.1958087837556 11514.425388527918 51.072462046518922 528.41318423932535 550.78128656640183 164.88023083924782 228.17891074344516 1331.0171713175951 684.77686649560928 79.303437103459146 17105.907139663934 76.323422143701464 165.24121335474774 104.88984119705856 106.54452311672503 24.586371352197602 1344.4794457586831 79.245420284976717 20.117097683367319 83.725483300397173
leaf_count=6558 982 3036 1205 297 3930 57967 2324 1617 38 389 34988 106148 379 31436 10568 2063 2531 37264 5160 11307 214265 650 1161 611 1987 404 20094 1616 366 626
internal_value=-3.34307e-06 -0.000168516 -0.00739603 -0.0191328 -0.0245353 5.17972e-05 -0.0019022 -0.010177 0.00472324 -0.024723 -8.92381e-05 -0.000638158 -0.00399013 -0.00759961 -0.00820234 -0.0105491 -0.004416 -0.016608 0.000303444 -0.00131219 -0.000798066 0.0185163 0.0316792 0.00286045 0.0045186 0.0101258 -0.00723928 0.00928172 -0.0250461 0.000116689
internal_weight=48199.9 46923.1 1388.02 442.559 386.797 45535.1 945.464 503.51 248.727 254.783 45010.2 37948.2 8322.24 4429.32 4378.24 3696.33 1836.9 1859.43 29626 18111.6 17426.8 320.868 241.565 7061.96 681.912 575.368 1672.02 327.541 99.3625 3892.92
internal_count=561967 555409 10782 5209 4912 544627 5573 3249 1243 2006 541591 483013 144322 108708 108329 95370 26670 68700 338691 232543 227383 13118 1811 58578 12959 10972 24607 4513 1982 35614
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=31
num_cat=0
split_feature=42 12 18 21 32 17 45 15 12 33 28 8 36 8 45 37 16 30 28 30 23 13 26 41 46 45 42 24 33 26
split_gain=18.9162 31.272 36.9462 39.5345 29.4866 27.5752 32.7554 30.5778 37.0223 98.4538 53.2507 45.7134 41.8701 59.3987 52.0481 47.4955 54.187 39.7825 43.7676 37.5611 37.0622 35.166 35.0711 43.0733 40.0797 48.2591 35.3761 39.7371 34.8987 34.8695
threshold=3.0529427820315758 4845.5242645891421 1051.1733597002942 1047.8778703258006 -0.28822927810678722 881.71773317692157 0.24276947179856381 21.084282740085534 124.74675381462389 470.22837418410535 1.2583514405865373 0.80500000000000016 775.17391411358005 1.6450000000000002 -0.41830929427971902 0.093092214268689785 7.0510771875908498 2.491496772555438 3.1507147105184115 4.0810702254623576 5.4554443287987313 3.8197375572405101 2.6753843395659564 8.6891157647788866 0.022164900120731242 -0.3544619151509078 7.7781997950201971 7.099389430443062 179.88526213786881 1.7693537877337964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 8 9 12 20 -10 29 14 15 -14 -17 18 -13 -12 -11 -19 -16 -24 -25 -26 27 28 -27 -2
right_child=5 2 3 -5 -6 6 -8 -9 11 10 19 17 13 -15 22 16 -18 21 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0088981787748586994 -0.0076382310676097014 -0.050784268447686243 0.1421498010118763 -0.053682802733075664 0.0196006399124346 7.9712753890513939e-05 -0.011344044554328754 -0.0077163050362131867 -0.033684590026551782 0.02571106995768432 -0.016108700557152644 0.0030636791285326105 -0.019396348976965457 0.0025630816325762154 -0.019567363052824305 0.042826578122290647 -0.047652509904382925 -0.15163660247000679 -0.011049990653332956 0.005334640444854751 -0.0037064777616815253 0.010590993977408716 0.023948260851710607 0.01968632778167529 0.2760050240775177 0.51836855901524614 0.054769567318408777 0.064710613347466805 0.18919504093387593 0.0002727520308832201
leaf_weight=1040.9440337698907 1476.4191440757131 49.874419506639242 6.0832529217004803 15.784346185624598 25.416313596069813 1346.4384418927366 1175.1448985246825 1207.8293694144813 83.263720185204875 113.53730375668965 1750.0319207243156 6616.421709002112 137.38286577735562 3484.1080250358209 34.679233660222962 84.976989686489105 20.54937328165397 3.3468871666118494 599.03635659685824 231.19718360214029 1878.9344741041423 1753.5667890297482 317.81520913972054 34.923133939504623 3.1984718120656899 0.94603385857771893 43.786147161037661 6.8675478498917073 5.4084335479419678 24628.001954943262
leaf_count=10379 30119 515 10 143 115 14793 11388 14092 11606 665 15577 110772 2922 19330 1791 949 255 42 6229 1344 22056 16246 3716 447 36 16 507 110 80 265717
internal_value=-3.42914e-06 0.00636606 -0.0207628 0.0109035 0.0432676 -0.000157542 -0.00524415 0.000130585 0.000349427 -0.000402243 -0.00780191 0.0031926 0.000568859 0.00521827 0.0186151 -1.92728e-05 0.0252074 0.00353482 0.00189194 -0.0136064 -0.00203017 0.010282 0.0287273 0.0327831 0.0622991 0.0870168 0.0764135 0.14809 0.238201 -0.000174679
internal_weight=48175.9 1138.1 97.1583 47.2839 31.4996 47037.8 2521.58 44516.2 43308.4 34252.8 3973.7 9055.64 30279.1 4174.64 690.533 242.909 105.526 8972.37 7215.46 1981.23 1992.47 1756.91 447.624 412.945 95.1298 60.2066 57.0082 13.222 6.35447 26104.4
internal_count=561967 11162 783 268 125 550805 26181 524624 510532 365637 39642 144895 325995 30159 10829 4126 1204 133289 117001 16921 22721 16288 6703 4912 1196 749 713 206 96 295836
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=31
num_cat=0
split_feature=22 39 18 34 40 8 27 21 46 47 28 34 40 4 41 35 47 40 31 33 19 12 0 31 38 41 45 38 8 47
split_gain=18.5326 27.6264 27.4394 31.9398 33.3382 33.81 32.7212 31.2981 30.4791 34.0617 31.4093 30.9108 57.3849 42.4676 41.1798 66.1815 60.426 41.955 69.5402 61.2731 58.0655 50.9114 41.0879 40.3972 44.9193 47.6104 71.2685 36.5542 43.5069 46.7125
threshold=7.3163198070008049 49.108507694664056 6.7406830484207756 0.54813350711348552 0.21089574438439312 1.675 1.2889240941885693 2.9480730907552055 1.0000000180025095e-35 0.23171382516209538 1.654060566803037 0.16265717994395917 0.12027212024446188 1.0000000180025095e-35 7.6865683243846865 5.6760442963751467 0.32854383604679932 0.16616819785326969 -0.39791891473589575 326.61677844230866 10.513272412727034 1292.3499170323821 5.3500000000000005 0.1622524377098272 2.9647091079173427 9.4725923237965084 7.3153450729537521 12.689593763589066 1.2650000000000003 3.1606295165894234
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -11 12 23 27 17 16 -16 18 19 -14 21 -20 -22 24 -10 26 -26 -13 29 -29
right_child=1 2 8 -5 5 7 -8 -9 11 10 -12 13 14 -15 15 -17 -18 -19 20 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0059446573446281003 -0.011089388100067821 -0.00043497210109777018 -0.024636596632707577 -0.033202507038321796 0.11467257782781295 0.047598620836306255 0.033005723906428662 0.0082528306756741113 0.13201782859828379 0.0021472374682160208 -0.012989800363063589 -0.0010257898462323212 -0.062049167338147727 -0.016947145248528212 0.30703053536710562 0.010465344702822441 0.063702231518328489 0.0049983767823944128 -0.023840060672536825 0.061062564219574435 -0.0093190346399615511 0.47435742621632149 0.0060904923171552373 0.00064356770631222849 -0.028257149536475075 -0.00527750577720415 0.65516998440563734 0.073873203322186096 0.0057865338212910967 -0.01896393536052669
leaf_weight=1274.8271463736892 571.69740991597064 399.50863454001956 231.90385587804485 44.077272060327232 15.485365786822511 58.370741964317858 58.98412519460544 376.89420614996925 5.6338987357448778 847.77565094042802 575.2306248168461 27541.094595269969 11.876183182583189 406.54833553574281 2.850203305482867 1434.8315136581077 24.337235687766224 5907.7249232379254 359.73735363950254 67.83460013999138 808.5511378395604 0.51353645825292815 930.33513959229458 3535.6188691315474 299.17371488671051 1301.7896636257065 0.38195042870938678 47.702810217626393 1008.5816726472694 18.92534668976441
leaf_count=6558 4347 3195 2583 253 112 232 517 1611 37 9675 4923 272349 653 11812 8 20524 158 52096 14313 1013 19690 18 10595 48558 19240 49532 3 752 6356 254
internal_value=-3.57911e-06 -0.000165284 -3.04613e-05 0.00836458 0.0103796 0.0188556 0.0499877 0.0135293 -0.000206863 -0.00686749 -0.0039717 4.52925e-05 0.00191406 -0.000900668 0.00420737 0.0119297 0.0892116 0.0028112 -0.00311909 0.04272 -0.00485975 -0.0231299 -0.00107466 -0.00234406 -0.00891734 -0.00941318 -0.0273857 -0.000672698 0.00837162 0.0475033
internal_weight=48168.8 46894 46322.3 953.32 909.243 509.734 74.4695 435.265 45369 1654.91 1423.01 43714 14691.2 29022.9 9548.59 1462.02 27.1874 8086.57 2178.85 79.7108 2099.14 360.251 1738.89 5142.6 1606.98 1601.35 299.556 28616.3 1075.21 66.6282
internal_count=561967 555409 551062 5920 5667 2472 629 1843 545142 17181 14598 527961 236438 291523 119068 20690 166 98378 46282 1666 44616 14331 30285 117370 68812 68775 19243 279711 7362 1006
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=31
num_cat=0
split_feature=45 27 49 37 38 40 34 8 22 39 21 12 18 43 38 37 38 16 22 33 22 36 33 40 8 40 17 0 12 24
split_gain=18.5075 33.71 24.8948 22.5828 73.2027 39.4033 40.3437 42.9353 47.5927 45.0691 46.6835 40.0834 39.5791 39.0056 40.0813 38.9785 46.9569 50.0418 47.8184 52.0452 45.2645 42.5689 44.7523 45.4954 50.2497 37.4958 37.1691 35.1537 33.8943 33.081
threshold=7.3153450729537521 6.6401032195551588 0.51703352330021313 0.32129380006411362 3.5693404412497887 0.39056002584406674 0.27058785068796648 1.5050000000000001 15.72020037645181 554.32176488556911 7.1901393741501725 7.8980336740741901 312.46260491057177 9.2345236898557008 2.7372554057897385 0.20261854768826634 5.1844078222603134 5.0608499695594231 114.47097308551288 3190.9914422550683 34.643405180039245 163.1999185053663 103.0017417686023 0.19761891273505428 0.88500000000000012 0.30875469126918281 73.819458589977884 15.050000000000002 13.958055987996898 49.52577705435089
decision_type=2 2 2 2 2 2 2 2 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 13 6 15 8 -8 12 -11 -9 -10 14 -1 21 17 20 19 -19 -17 -6 23 24 -23 27 -18 -5 -24 -7
right_child=1 -3 -4 25 5 29 7 11 9 10 -12 -13 -14 -15 -16 16 26 18 -20 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.034999149145542918 -0.0039681018493014017 0.044700144973854904 -0.033569945203656977 0.0096816392712266268 -0.010983129521899808 0.0050748259051848219 0.029954993790158337 -0.040791023061757442 -0.0083124159806183522 0.045831847700022452 -0.020564305456060458 -0.0054983969629337666 0.22291490794278981 0.0079536556736141042 -0.0096759084757278915 0.0011645765671162277 0.019843445697145912 0.0098995126806616235 -0.011468757275759335 -0.087335323614259885 -0.015090601599535999 0.089547765151000103 -0.019502961925681669 0.014112468005625737 -0.0026404593937370186 0.0004602007034673084 0.0052910658063968939 -0.028496385874477594 -0.00050018215461680629 0.032324062291080417
leaf_weight=172.24778800155036 163.0693938776385 24.09171845484525 125.83095355017576 1925.7831235222984 925.70636986580212 2173.2024144547759 170.80083727138117 81.918843587394804 455.44465532258619 89.809095412318129 37.539866210659966 4492.9481395967305 1.8582158163189877 281.29629809892504 1683.2912496697973 1092.1702060855459 684.42905724514276 1842.2554828579305 330.52736937860027 13.865423286333678 704.53065563278506 15.031295522581784 237.23044558300171 1072.8376431238139 889.93064278468955 5429.039320646436 1222.5851497052936 62.244197415187955 21628.984273363836 117.39756947569549
leaf_count=1311 1076 117 998 12663 26181 11305 1017 620 11767 1236 505 32762 8 1783 16619 9198 6209 13078 4484 112 14022 633 1872 7794 13240 36269 10904 500 323261 423
internal_value=-3.87064e-06 -0.0121227 -0.0168612 7.5425e-05 -0.000389964 0.000112773 -0.00029192 -0.00430682 0.00673616 -4.70125e-05 0.0262596 -0.00613036 -0.00737284 -0.0093964 -0.0120266 0.000406078 0.0040619 0.00097302 0.00605299 0.00917316 -0.00520948 -0.000463296 -5.48795e-05 0.00714763 -0.00110923 0.00261147 0.0105139 0.0084863 -0.000706347 0.0064714
internal_weight=48147.9 312.992 288.9 47834.9 40417.8 38281 35990.4 5330.32 755.453 584.652 127.349 4574.87 457.303 2136.84 1855.54 30660.1 5890.36 3983.35 2186.65 1856.12 1796.7 24769.7 23844 1977.8 904.962 7417.07 1907.01 1988.03 21866.2 2290.6
internal_count=561967 2191 2074 559776 510344 490631 478903 47915 14533 13516 1741 33382 11775 19713 17930 430988 58007 40894 17674 13190 23220 372981 346800 21667 13873 49432 17113 13163 325133 11728
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=31
num_cat=0
split_feature=24 31 28 21 0 8 19 26 16 23 42 49 46 26 27 49 8 22 25 0 49 22 9 34 34 40 23 8 15 38
split_gain=18.9349 52.7015 38.2689 38.2652 51.4463 80.343 57.9523 47.5758 80.7466 52.9833 52.9158 49.7371 67.1398 40.2499 37.8051 41.937 41.8162 38.9434 37.0583 35.5683 35.3087 38.2663 34.8869 34.8184 34.7221 34.6104 34.1593 37.3331 33.4622 41.2842
threshold=19.283047696957457 0.74769084722388002 0.16618706563752858 14.617732529224595 5.1500000000000012 1.4450000000000001 14.952714381637401 7.2219709770942915 8.0055605675247694 22.165948122440948 13.954151578956088 0.73515829426619284 0.12337131463228711 13.634148061070976 5.4412883448605518 0.61504357085868233 1.8250000000000004 300.80741253151376 2.2668544270476731 17.650000000000002 0.79332893081407885 36.947716263206281 5.3550000000000013 0.28874723388999685 0.48228924709684035 0.1238837584446847 37.979894308312446 1.2150000000000001 24.713138039297291 8.4709637697908988
decision_type=2 2 2 2 2 2 2 2 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 4 6 -6 26 9 10 11 25 -8 -13 23 15 16 22 -16 -19 28 -21 -22 24 -10 -7 -9 27 -2 -3 -30
right_child=1 19 -4 -5 5 14 7 8 13 -11 -12 12 -14 -15 17 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.032170246772513907 0.055366038638294618 -0.00098400922711256215 -0.00043786001165176054 0.010285650604251066 -0.029324556253542751 -0.03958262576472673 -0.001526190342508883 0.0024122442631893341 -0.0090694427736569983 -0.017577029181258887 -0.0043222350597705364 0.0411367494622987 0.3298048013768895 0.0093368930178625749 0.016028549354869252 0.0094857352237869702 -0.0056457575782430736 0.12494898576895158 -0.040430029290900601 -0.022635548652380166 -0.27430559001734794 -0.063485491287822424 0.1581237840671525 -0.048149535627864393 0.15676186253405822 0.032212080294865296 0.004315102379690643 0.019486567068654839 -0.040448748304279768 0.0015661777682749439
leaf_weight=95.251556528353831 88.764238512143493 3075.0017360241618 37845.801633210503 1987.6213459884748 275.58571579161799 159.41748684411868 190.72444743523374 124.06795250042342 296.16384882922284 499.50369751191465 194.7179354627151 54.771993890637532 2.0912001142278305 252.92899510730058 450.5984022996854 337.59047083591577 618.42302768444642 3.6351856866385779 49.693048212910071 71.221028459258378 2.9045639783143988 8.312393759377299 2.3283050530590108 70.577315262053162 2.2839476631488642 453.91288658091798 287.93558361101896 395.6970280186506 123.61475847312249 110.94125622883439
leaf_count=8737 1928 18197 455534 11128 10554 2885 3466 1027 3756 17569 1516 562 6 1569 2911 2273 4232 19 666 413 38 56 6 890 23 2806 4226 3612 882 480
internal_value=-3.55357e-06 0.00190995 -0.000517525 0.00444962 0.00203872 -0.0043626 0.00621464 0.00197637 0.00743798 -0.00820254 0.0182207 0.0107103 0.0517528 -0.00600761 -0.00012659 -0.00524367 -0.0115987 0.0112468 -0.0291568 -0.00318064 -0.0356217 -0.118076 -0.0340424 -0.0165902 -0.0368094 0.0258153 0.0179542 0.0260605 -0.00237256 -0.0205764
internal_weight=48132.1 10191 37941.1 6799.03 4811.41 1899.56 2911.86 2139.46 1392.37 747.091 772.699 247.588 56.8632 619.67 1623.97 1120.04 782.453 503.927 53.3282 3392 82.438 11.217 164.03 366.741 161.701 577.981 772.397 484.461 3309.56 234.556
internal_count=561967 97696 464271 77630 66502 23569 42933 33167 11564 21603 5349 4034 568 6215 13015 9419 7146 3596 685 20066 507 94 2914 4646 2908 3833 9766 5540 19559 1362
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=31
num_cat=0
split_feature=1 16 7 38 28 9 0 21 38 24 23 24 21 30 8 7 25 20 33 14 42 35 7 27 40 47 37 27 29 19
split_gain=18.565 23.3785 21.5433 21.7631 19.928 19.8281 36.4919 40.7905 37.8708 36.3244 53.1965 41.2864 38.305 33.0678 47.5251 34.7939 33.9314 36.2 41.2762 39.5082 38.6879 38.2968 33.3901 32.9914 32.7039 31.7112 30.3147 30.2512 35.0176 29.8908
threshold=3.5000000000000004 58.71443603673044 3.1650000000000005 2.8999462287259861 3.7691278278262561 2.2250000000000005 3.9500000000000006 16.313052947640038 3.1421088974059797 14.311612090407772 9.0907526478808069 6.6477057115456812 4.4024493587514177 2.6205940137412158 1.5850000000000002 4.3750000000000009 1.6007367573004823 8.5413716042849313 154.67593868144789 2.9801778010456297 2.645995050154609 5.9324558566777874 2.2650000000000001 0.53300352007679275 0.19953704502106157 4.2059628292192066 0.17542383417476934 0.92880722414737382 8.5491189688327527 14.575854456591779
decision_type=2 2 2 2 2 2 2 2 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 8 13 26 10 11 27 -11 16 29 -16 22 18 19 -18 -19 -20 -8 24 -14 -21 -7 -10 -29 -15
right_child=1 4 3 -5 -6 6 7 -9 9 12 -12 -13 23 14 15 -17 17 20 21 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00038686960222452348 0.05006660126016596 -0.016624236091400266 -0.015918362598900088 0.014104794411168714 -0.1356488168467935 0.12767082628291529 0.027882734254535409 0.0072468032110523956 0.030426803561916745 0.029741993588838334 -0.018138798864402891 0.027448761159504606 -0.054436198254415938 -0.013109130705544234 -0.0082522120378926162 0.0047738603642420848 -0.039580417655340164 0.092440539392944263 -0.036984483177025171 0.0057284667639590919 -0.0017360595367561208 -0.013511969706357386 -0.002090691459311355 -0.0038579764529348606 0.10046863098239665 -0.022961134270450496 -0.034105821385355672 -0.038582208291873303 -0.00069212586518218699 0.028202080774497693
leaf_weight=38720.598839937622 34.541225336492062 16.751100869849328 72.664641678798944 356.45210663601756 4.4511185325682154 2.9499219832941881 130.85339964838931 1390.4077467136085 47.999577399576083 112.4898041044944 873.59489541116636 124.68481063947547 4.476476572337563 53.455062148626894 881.94528501434252 1224.268415076891 70.122093680431135 11.035033273976294 251.19448033248773 487.28927615698194 926.08649382868316 563.81410965695977 320.46994851611089 622.61671444738749 14.265792812453581 120.04527104226872 157.68519877269864 88.535441179992631 195.91126345819794 242.09095147025073
leaf_count=471082 95 69 445 1845 39 9 2165 8293 422 2449 16746 796 96 1432 5466 6224 1076 40 3497 5294 8434 8622 3075 5099 55 791 1412 882 1916 4101
internal_value=-3.60796e-06 0.00973081 0.0120786 0.00902081 -0.0416118 -0.000102683 -0.00222818 -0.000372968 -0.00774212 -0.00593949 -0.0109072 0.00291258 0.00282976 -0.00237851 0.00195407 -0.000680611 -0.00599049 -0.00832924 -0.0131654 -0.00404515 -0.000627087 -0.0207465 0.00659958 -0.00189045 0.0634706 5.77027e-05 -0.0311349 -0.00628978 -0.0124856 0.0207302
internal_weight=48123.7 484.86 463.658 429.117 21.2022 47638.9 8918.29 6673.08 2245.21 2084.57 1330.73 457.131 753.849 5282.67 2401.76 2106.21 2880.91 2429.59 1492.47 677.457 937.122 815.009 451.323 641.359 18.7423 607.335 160.635 332.446 284.447 295.546
internal_count=561967 2493 2385 2290 108 559474 88392 58510 29882 28461 20762 4016 7699 50217 17223 11690 32994 27754 19280 7161 8474 12119 5240 5250 151 6085 1421 3220 2798 5533
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=31
num_cat=0
split_feature=33 22 38 37 38 37 34 33 12 36 17 39 22 16 26 18 30 12 46 26 8 33 43 27 23 23 9 15 35 36
split_gain=18.3452 58.6817 49.5852 73.7498 54.0718 52.7378 53.193 78.1327 66.3253 51.0693 98.5538 61.7949 56.4093 66.0531 67.0098 54.965 53.4635 50.9613 48.1472 47.6659 47.3882 45.9233 45.5115 44.418 48.1212 43.613 45.311 41.7657 59.4899 121.874
threshold=4995.0427430512873 41.697523627736338 18.55293795391318 0.075683138260730184 11.757168258051566 0.10561898618786902 0.13238690076456161 490.51057108178571 72.784397355434635 551.17117376722479 305.2483881478156 318.5601786562882 52.284670304846394 7.4428988116133796 6.1102466435327516 21.592298507824605 -0.086867048975935182 91.332777398614397 0.054503862842944902 4.6240196618304941 2.3750000000000004 175.13049645157338 6.8110712801330022 1.7568419316583628 7.956190330427825 7.956190330427825 1.0650000000000002 1.6609818861526753 8.3170058403549856 161.01806688246339
decision_type=2 2 2 2 2 2 2 2 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 19 3 -1 5 -5 8 9 18 12 -11 -12 -8 17 21 16 -16 23 -7 -2 -19 -15 -17 27 -25 -23 -27 -14 -29 -30
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 11 -13 13 14 15 22 -18 20 -20 -21 -22 25 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.01179491781158439 -0.0059682205827058955 -0.0016122651830950477 0.0083969651314084754 -0.0069624230776851636 0.0093462996848914688 -0.0070841636894252158 0.00082350316357055137 -0.007868663921405214 0.009068385424821768 0.010018823762623232 -0.0076752877685121032 0.0054471803624405275 -0.039957926683696209 -0.0084795729216236935 0.056929606863972693 -0.009334088213697923 0.0078249092277259732 -0.026926925516289876 0.016736595095307141 -0.052220602322744086 -0.0038595442949113062 0.16517780280442426 0.010763671149910625 0.025892386872133077 -0.0035623860571192775 -0.07149454508693491 0.041853872407739523 -0.01159046013658151 0.57751304314114615 0.043532563512282199
leaf_weight=1315.5098618296324 112.207389251329 1670.2160303577548 1771.7362016690895 2637.8053657931741 1565.1261399314972 1334.6033116988256 16863.933375057357 3149.0479330802918 3423.5826030451572 3547.8212736209971 1973.1870693324599 1645.1259027862689 137.42219976091292 65.332944201887585 67.228718619793653 1213.3341756630689 315.86395735247061 596.81862846430158 252.21777952404227 110.61669631674886 355.12702968297526 6.7550393375568083 366.8552119693486 146.93980868894141 2462.173017311201 9.329097906011155 160.5651957700029 829.59198991587618 1.2450186719652245 7.5393081898801029
leaf_count=28944 740 16145 16985 53506 17256 17024 137665 28278 55271 24171 14123 14615 4071 920 393 15238 2434 27698 1921 716 2638 32 2373 1989 52850 205 1948 21658 14 146
internal_value=-3.36262e-06 -0.00482767 0.00019422 -0.000132734 0.000222937 -0.000120565 0.000343004 -0.000367304 0.0051519 0.000400342 0.00409726 -0.00170894 -0.000721938 -0.00458752 0.00251096 -0.000548952 0.0164423 -0.00803793 -0.00329797 -0.0289293 -0.0183215 0.0273371 -0.00466821 -0.0053072 -0.00190355 0.0405837 0.0356298 -0.0144079 -0.0102199 0.119215
internal_weight=48114.9 1893.04 46221.8 44450.1 43134.6 41569.4 38931.6 33921.2 5010.4 30772.2 7166.13 3618.31 23606.1 6742.12 2205.26 1963.28 383.093 4536.86 1586.82 222.824 951.946 241.982 1580.19 3584.91 2609.11 176.649 169.894 975.799 838.376 8.78433
internal_count=561967 17601 544366 527381 498437 481181 427675 353459 74216 325181 52909 28738 272272 134607 23543 20438 2827 111064 18945 1456 30336 3105 17611 80728 54839 2185 2153 25889 21818 160
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=31
num_cat=0
split_feature=32 29 33 31 15 49 42 9 34 35 30 43 20 23 13 0 25 37 12 18 14 40 37 42 15 40 27 21 16 23
split_gain=18.3778 25.3882 26.6711 35.0242 30.4642 39.0253 32.2769 24.9597 36.9597 42.421 33.5207 31.5422 29.3211 28.6146 26.0976 24.8065 26.7609 34.174 34.6457 24.6507 25.7789 24.3955 33.5955 23.2833 22.5191 22.4645 22.1789 24.9052 24.4989 24.5712
threshold=-0.098976662828774944 2.2989760244735957 1522.2961553882872 0.63524472345401939 49.621899272452261 0.48749125258167386 18.619015667242113 1.4550000000000003 0.25640244475855051 3.0391589030483037 -0.64500736076183374 1.1115476186201179 7.1121017943943103 13.61992184028175 10.71340712312516 3.6500000000000008 5.6616713807952612 0.053953978947204564 19.46905337895117 11.479434279473926 2.3085705415035505 0.24546733249656424 0.14374701448838076 2.1609075626509919 0.55737793545424885 0.44722683977858119 5.8570801027292241 3.149602153135262 5.3329147412952853 5.6441184325055458
decision_type=2 2 2 2 2 2 2 2 2 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 4 6 23 -4 8 9 10 -3 -10 -12 14 -9 16 -15 -18 -19 20 -11 22 -13 -6 -17 -1 28 -28 29 -22
right_child=-2 2 3 -5 5 -7 -8 13 11 19 12 21 -14 15 -16 24 17 18 -20 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.032615494102128113 0.00019251091932125401 0.26226634782052965 -0.030087359183848666 0.025012209681693199 0.11361673466997718 -0.054092685223346627 -0.094712666294967218 -0.058507225888439686 0.024296939545542344 -0.038267476944995021 0.11597272429835906 0.052142315620150918 -0.071299673236508793 -0.044817376926408484 0.0090647795883834585 0.17962392916330905 0.41237305023900483 0.4025365563326313 0.01450999571330984 -0.0010282211927400402 0.0360659786350137 -0.014665557117558179 -0.069908331940287366 0.011965489833175936 -0.048134608280509389 -0.096976365112484197 0.10959481812322908 -0.0081752183596414726 0.041543266779021606 -0.018347385172308151
leaf_weight=62.1759779266431 46221.926477469126 2.4597760303877285 142.61316365812672 34.508128870162182 8.8995993435382861 14.646778885275124 22.34863138012588 16.433242916711606 43.56386427837424 17.864383529988118 6.4466341615188849 6.507730276323854 3.092909681960009 19.947720525728073 109.52072896051686 1.0969450888223935 0.57847684714943426 0.58914017677307384 24.421420128899626 749.65164666692726 32.484398155240342 231.25873771234183 42.19728268426843 15.348563881125299 102.04136539943283 3.534201519098132 14.459428321919406 6.5103155118413261 65.352947728475556 57.419186742976308
leaf_count=1117 532101 10 2721 195 12 173 186 206 322 290 29 50 59 762 1107 8 5 4 350 15329 200 2110 756 101 2329 46 144 63 268 914
internal_value=-3.47773e-06 -0.00487921 -0.00599834 -0.0215716 -0.0294572 0.0103487 -0.0388426 -0.00360943 -0.000673329 0.00427136 0.0976911 -0.0152806 0.0552553 -0.0172863 0.000248645 -0.0321415 -0.00140438 0.0324379 0.0236502 0.00308356 0.0189648 -0.021439 -0.0536005 0.0492737 -0.0457122 0.0256454 0.0247666 0.0730317 0.0182476 0.00131351
internal_weight=48079.9 1857.97 1792.26 238.365 203.857 38.8949 164.962 1553.9 1279.27 955.742 11.9993 323.528 9.53954 274.629 125.954 148.675 45.5368 25.589 25.0106 943.742 194.091 279.964 48.705 24.2482 103.138 65.7102 176.226 20.9697 155.257 89.9036
internal_count=561967 29866 28703 3388 3193 286 2907 25315 20544 17306 98 3238 88 4771 1313 3458 1121 359 354 17208 1879 2916 806 113 2337 1163 1589 207 1382 1114
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=31
num_cat=0
split_feature=45 38 47 0 8 26 31 49 15 31 49 14 24 27 41 37 40 38 7 47 9 31 32 0 19 39 32 8 22 35
split_gain=18.0637 27.3458 28.3464 26.7926 34.4249 25.5922 24.2173 23.4068 23.2318 22.6082 22.424 45.5393 27.5163 27.0581 26.8328 59.2292 55.7136 55.4652 49.0255 47.2229 49.5786 43.3947 51.3843 41.9148 50.9632 54.6678 49.6361 42.1387 42.7526 39.4935
threshold=-1.2007780551081888 50.852404610663903 3.8359990012464831 4.0500000000000007 1.9450000000000001 1.7419381133802558 0.069803165029135486 0.17872372085541069 0.99596272971475963 -0.54879856812894734 0.8385255231472496 20.77990211313362 9.7836519468138103 7.1751919198245728 4.5025761590273925 0.16509937777128139 0.35302802999744615 6.1570974278346222 1.9150000000000003 0.40935246333630732 1.8750000000000002 0.58927601803249685 1.8003040229083034 5.9500000000000011 28.122045392528918 269.88112894186963 4.0260032259897249 2.6150000000000007 31.548913823538872 7.5261400841223667
decision_type=2 2 2 2 2 2 2 2 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 10 8 4 -1 6 -6 -5 -3 -9 14 -12 -13 -14 16 17 18 23 -2 20 21 22 -17 26 25 29 27 -16 -29 -25
right_child=1 2 -4 7 5 -7 -8 9 -10 -11 11 12 13 -15 15 19 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.030601900956281115 -0.013080203274955024 -0.052464053368039804 -0.00062803217136076298 -0.033000371077842115 0.10913324288920412 -0.0087585533447321791 0.010104783678589165 -0.099750674250914662 0.031315991049202421 0.003271574311141185 0.0061925475902305203 -0.05092054524695664 -0.00013152437501706322 -0.03711775314669221 -0.019782916539489593 0.01859192481272515 0.0015049188865005371 -5.5586742814387575e-05 -0.0028036498062201077 0.0022032177962088635 -0.0047605586241898281 -0.00017024109496369531 0.068400438232640456 -0.0092090315488234306 0.01013422587430182 -0.041150154667512935 -0.066701894429356853 -0.03669810135957445 0.0092745065010625474 0.045527974347375141
leaf_weight=201.49526709195925 1335.7755486954702 8.6782149656210077 174.24761508451775 49.529094770434313 8.8440850935876387 330.44573734374717 20.446663411334157 5.3646343457512549 177.86000780877657 726.39790228474885 2833.0577154943021 42.165482903190423 238.70016984298127 62.369227622170001 756.88499968574615 889.69996587821515 7603.187888391898 12397.922097777831 8847.565294275817 9371.2891176964622 364.76732439774787 306.1491258055903 54.979938827920705 224.50570285745198 483.06697173975408 126.70468770281877 45.034627094457392 61.334165977314115 288.18856823304668 38.622875705943443
leaf_count=4516 15480 100 1502 512 19 2008 91 56 1164 5935 27259 510 1925 763 31042 10569 46844 206528 70784 113692 4141 1916 465 3791 4290 2891 770 363 1617 424
internal_value=-3.60734e-06 0.000160664 0.0138729 -0.00572185 -0.0140558 -0.00478804 0.0400056 0.000264767 0.0274183 0.00251631 5.39799e-05 0.00410868 -0.0130916 -0.00779355 -0.000244173 0.000798465 -0.00173364 -0.00130853 -0.00415165 0.00356427 0.0114591 0.0161891 0.0214908 -0.00898207 -0.00071883 -0.0141675 -0.0152464 -0.013152 0.00120724 -0.00117455
internal_weight=48075.3 46732.8 360.786 1342.52 561.232 359.736 29.2907 781.292 186.538 731.763 46372 3176.29 343.235 301.069 43195.7 25409.2 17786.5 14422.3 10183.3 10986.9 1615.6 1250.83 944.68 2024.34 872.9 389.833 1151.44 1106.41 349.523 263.129
internal_count=561967 548830 2766 13137 6634 2118 110 6503 1264 5991 546064 30457 3198 2688 515607 382499 133108 251716 86264 130783 17091 12950 11034 45188 11396 7106 33792 33022 1980 4215
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=31
num_cat=0
split_feature=24 22 39 19 23 28 28 25 0 25 25 16 26 34 18 19 14 42 38 14 7 33 37 1 47 31 13 12 25 26
split_gain=18.1462 35.7969 44.1155 41.8525 37.1134 36.4941 40.8607 36.0213 35.2146 33.5255 31.215 32.5749 30.5779 30.5643 30.632 29.6444 32.7643 29.0184 28.9982 28.3033 35.2413 28.0922 36.0147 27.9027 46.3847 40.8132 42.8027 33.7715 31 41.678
threshold=7.6452493197860312 449.14737774190922 1377.9123869531938 3.8482226052176096 123.22682692555085 0.64997027732653956 0.95868889081011577 14.594166725646579 3.0500000000000003 62.243174426672702 5.086307266751267 3.7984931912439661 24.724076470261334 0.071527476357394537 29.581942114663388 5.7593504733343961 11.725657570711796 7.7781997950201971 5.4918343351355077 21.164804112099684 2.6250000000000004 22007.569215382013 0.10561898618786902 1.5000000000000002 0.17627414970196886 -0.29153563387527642 3.4363710783906272 17.144846067183554 7.2774090607166135 9.2166926209705711
decision_type=2 2 2 2 2 2 2 2 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 3 7 5 9 -2 10 13 15 -5 11 -7 -11 -3 -15 16 -1 -8 -13 21 -21 23 -23 27 25 26 -25 -10 -26 -30
right_child=1 2 -4 4 -6 6 17 -9 19 12 -12 18 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.0041955325418055675 -0.04904415705928121 0.035365323257839164 -0.000975207830881485 0.001022453784312197 0.015334620377437489 0.06277741341482744 0.047557035459633169 -0.039724965790562568 -0.0039411831495398831 -0.078114008871286819 -0.0054766667847928451 0.30018669276679805 -0.0068027971090512118 -0.042881104485036389 -0.0080191218952052178 -0.030729933617484408 0.12528374478494875 0.0049867515874558767 0.11080265326550404 -0.045051696327828385 -0.0072014878635890183 -0.016043052871794951 -0.10984618601685102 0.20264046863703111 -0.0017320261532406567 0.0064038111581536418 0.035773987202580418 0.0041424311678352642 -0.01862981051016686 0.0022697740086922444
leaf_weight=113.2766875049565 17.342142188921571 34.307142282777932 1860.3975022595259 24237.673063361435 455.43346277065575 25.639111831900664 54.688555085798725 129.70135869580554 1721.1754851257429 25.261292644252535 10.818066156352868 2.9958077219780517 37.124749920796603 74.768508972192649 400.67412194411736 182.71560384647455 5.1060897535062386 149.36382048751693 6.2135323882102966 71.324911517091095 446.32049529463984 97.925331752747297 11.426595559576525 4.0329114394262424 11078.027741294936 524.27204744995106 81.621305891196243 5182.260157844983 640.00122150278185 380.2903813761659
leaf_count=2208 782 1068 18656 261682 3248 368 633 2522 9616 766 172 23 235 1923 10029 3758 58 1667 37 1561 3901 1286 141 17 179041 7420 1084 29514 16076 2475
internal_value=-3.59143e-06 0.000835706 -0.00486933 0.00140566 0.00119327 0.0210934 0.0259642 -0.0161988 -0.00112821 0.000928232 0.0687175 0.0917497 -0.0356781 -0.0102127 -0.0135015 -0.0181017 0.00138917 0.0163961 0.172409 -0.000875692 -0.0124168 -0.000572758 -0.0258449 -0.000431844 -0.00182188 0.0116317 0.0436307 0.00212701 -0.00250013 -0.01084
internal_weight=48062.2 27522.4 2499.85 25022.6 24755.5 267.061 249.719 639.451 20539.8 24300.1 45.6665 34.8485 62.386 509.75 475.443 301.098 118.383 204.052 9.20934 20238.7 517.645 19721 109.352 19611.7 12708.2 609.926 85.6542 6903.44 12098.3 1020.29
internal_count=561967 303811 34198 269613 265931 3682 2900 15542 258156 262683 600 428 1001 13020 11952 6024 2266 2300 60 252132 5462 246670 1427 245243 206113 8521 1101 39130 197592 18551
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=31
num_cat=0
split_feature=43 45 17 38 8 0 8 9 36 37 38 38 26 45 46 23 8 16 26 0 20 8 39 40 24 7 42 0 28 9
split_gain=17.3855 44.2199 49.7251 46.5588 43.4371 39.2908 43.156 50.1281 47.7094 41.7762 44.2792 42.7324 47.0616 47.466 45.7809 44.8068 49.2107 45.241 61.8413 50.1631 46.0929 45.971 40.4317 50.5743 37.8608 51.1489 52.3215 45.3735 37.6697 47.7689
threshold=2.3797351970813265 1.0264006050296193 167.38768134842198 6.0476074750511968 0.70500000000000007 11.950000000000001 2.0250000000000004 1.1650000000000003 378.42911133874406 0.1508556904165049 7.7930496210294988 10.54853483501633 1.5949831585400909 -1.0854323792375415 0.013810565265212444 11.207402916387855 1.1950000000000001 4.1618079763059566 3.628859369536066 5.8500000000000005 4.472260239675018 2.4150000000000005 856.22952785345126 0.19476480037868263 12.548079532623241 3.0450000000000004 9.857223750202234 4.0500000000000007 0.24324764411147595 3.7050000000000005
decision_type=2 2 2 2 2 2 2 2 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 9 -7 -8 -9 11 -11 12 13 -1 -13 17 -17 18 -14 20 21 -20 23 -12 25 -18 -27 -28 29 -4
right_child=1 2 28 4 -6 6 7 8 -10 10 22 14 15 -15 -16 16 24 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.067106941688330549 -0.0018706744952207239 0.0040995271084791549 0.046700272052532972 0.21091822054514836 0.019610809996722538 0.0088764704283707634 -0.041517974719183066 -0.051426357805528004 -0.0052418649026905288 0.0028711729666102449 0.039206611094433047 -0.001904822927037021 -0.0010336300324452342 -0.035120993110947553 0.0071802699934830965 -0.02039761951874703 -0.015145464254506741 -0.0069449856675452394 0.06215960814323751 0.00015279727548611293 0.016865669800406342 -0.010318124562216214 -0.0077518226429149923 0.010015733963460831 0.0013430840784292568 -0.01541193286820285 -0.017145026420970367 0.0095164243456166402 -0.0096513240735619371 0.37633219182642397
leaf_weight=12.181275308481416 20012.283906335651 2169.0204853289179 9.0792795620509406 2.9841072930721557 521.60886402736651 331.75096698664129 124.79353504953906 59.387240661308169 957.22271763393655 9332.4054684552248 234.44135817431379 2631.3508045787457 572.59266409062548 167.376834661467 2931.4193912890623 443.41436702531064 1151.8889804366627 546.60220140579622 148.09428604133427 176.51752295228653 216.16137649770826 25.670785733498633 154.78610452788416 404.20576897205319 2531.1363257388584 457.27477675466798 194.33425230788998 892.27220140595455 635.80876710196026 1.2504446725361038
leaf_count=109 220134 18786 310 72 4637 3196 943 397 5777 90624 1941 32791 9532 10845 43623 38928 22104 4203 791 991 1231 125 1347 2799 24861 6146 2950 6323 5440 11
internal_value=-3.7326e-06 -0.000981831 0.00434425 0.00733236 0.020699 0.000921089 -0.0069973 -0.011611 -0.00793982 0.00142337 0.00383525 -0.000441176 -0.00289493 -0.0281858 0.00288276 -0.00227758 -0.00440523 0.00487963 0.010554 0.0222675 0.0322787 0.0514523 0.0151748 0.0207314 -0.00304855 -0.00717198 -0.00122297 0.00474815 -0.00811252 0.0866032
internal_weight=48049.3 23352 3339.75 2693.61 524.593 24697.3 1473.15 1141.4 1016.61 23224.1 10125.8 13098.3 7535.52 179.558 5562.77 7355.96 5670.32 1685.64 1139.04 566.444 389.926 173.765 793.433 638.647 5226.91 2695.77 1543.88 1086.61 646.138 10.3297
internal_count=561967 249390 29256 23495 4709 312577 10313 7117 6174 302264 96711 205553 129139 10954 76414 118185 101312 16873 12670 3138 2147 916 6087 4740 62384 37523 15419 9273 5761 321
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=31
num_cat=0
split_feature=9 20 0 21 13 8 45 0 17 19 16 7 28 20 8 9 25 15 15 30 38 27 27 12 8 13 31 8 42 30
split_gain=17.5136 33.7003 34.0085 34.1331 35.4736 34.4469 46.6227 45.0991 33.8184 40.1356 34.8709 35.9895 29.1463 28.2229 26.5899 26.5148 30.9518 34.9347 30.157 28.2097 26.1928 39.6191 25.9729 26.3682 30.1032 25.0989 23.3708 71.7668 79.5225 22.5749
threshold=3.2050000000000005 0.9085255995003173 5.1500000000000012 5.431873760858867 3.8197375572405101 1.3350000000000002 0.85918640877968733 6.5500000000000007 52327.702523190885 21.935535020972193 9.9877725522370433 5.6350000000000007 1.2774434651971103 2.3578080922486033 2.0650000000000004 3.7050000000000005 12.434293040709759 0.99596272971475963 1.6805503901799823 0.43183850364380744 3.3735423486122036 2.2303500773094087 7.0642574273633896 14.535177399365528 4.745000000000001 16.937607923586231 -0.39791891473589575 1.2650000000000003 11.626443182763952 1.8955198683283039
decision_type=2 2 2 2 2 2 2 2 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 14 8 20 -5 6 -6 -8 9 13 11 15 -10 -3 -2 16 17 -11 -17 -18 21 -4 23 24 -15 -22 27 28 -25 -1
right_child=1 2 3 4 5 -7 7 -9 12 10 -12 -13 -14 22 -16 18 19 -19 -20 -21 25 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00056420837496186762 0.056073421749299406 -0.039047464539048726 0.21893897362625514 -0.052747211298725886 0.01373306706055525 0.0042084716794890068 0.28502318972285384 0.048023238992265349 0.066873229699557044 0.16176532323339921 -0.050876765672958395 -0.0041724495387969263 0.00016109670018479581 -0.068774526089515564 -0.044187387271897229 0.0037451001441494605 0.1798560773161906 -0.032033003665720559 -0.057865348839102659 0.016269141000633792 -0.012741034174807065 -0.0250946357728857 0.10002396758384978 -0.0861384970024619 0.042784718686139034 -0.060147078507010426 0.001469529975459074 -0.028712231288401963 0.57984264935660002 0.0017984938587174517
leaf_weight=30177.962518227345 37.830146706197411 48.939177853404544 2.932420519180595 26.797077728901058 14.883982781320812 1117.9846266850363 3.9046256951987726 4.1309289822820574 24.117931866552681 2.3881498002447179 88.383848091121763 267.24151529255323 50.98088813200593 26.117564589483663 8.0138124967925233 24.487610734184273 2.9890089220134568 88.497463191626593 105.14354335633107 22.274420716334134 205.84594560216647 3.8426856362493709 6.5099705937318495 0.68919707101303984 7.8689166633412233 32.302264470374212 425.50864220684161 3.578249953687191 1.2820421867654657 15203.104449736595
leaf_count=407370 292 1102 15 236 147 6479 19 37 69 20 672 1987 288 321 54 160 10 1012 1236 172 2503 45 42 43 36 850 4433 41 18 132258
internal_value=-3.62287e-06 -0.00395036 -0.00469693 0.00055729 0.00411683 0.00545243 0.066131 0.163186 -0.0108976 -0.013072 -0.02187 -0.0168727 0.0215857 -0.00290643 0.0385472 -0.0306819 -0.0133324 -0.0269407 -0.046227 0.0356237 -0.0164132 0.0805287 0.000844385 -0.000543989 -0.0429451 -0.0191712 0.0027991 0.104744 0.346998 0.00022732
internal_weight=48036.5 2655.47 2609.62 1412.62 1167.7 1140.9 22.9195 8.03555 1197 1121.9 601.406 513.022 75.0988 520.494 45.844 245.78 116.149 90.8856 129.631 25.2634 244.923 6.77511 471.555 465.045 33.9865 238.148 431.058 5.54949 1.97124 45381.1
internal_count=561967 22339 21993 10331 6918 6682 203 56 11662 11305 5269 4597 357 6036 346 2610 1214 1032 1396 182 3413 60 4934 4892 357 3353 4535 102 61 539628
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=31
num_cat=0
split_feature=24 16 0 26 21 26 8 16 0 26 31 45 17 42 23 34 9 33 26 26 0 21 22 35 43 45 31 8 37 7
split_gain=17.4404 33.1015 66.4938 100.653 51.1769 61.108 46.7174 61.3519 48.4454 43.2676 41.5756 37.0296 39.7106 35.9214 37.8668 34.8621 46.2654 38.6333 58.557 58.1982 50.1339 74.1481 49.9193 46.9213 46.6643 43.1191 53.8791 45.5924 50.2404 42.7131
threshold=3.8641165977788341 2.3230456512813995 4.9500000000000011 2.654116254209776 5.7872488584713802 13.242479790889375 1.2250000000000003 2.3010431303535488 9.2500000000000018 7.0086927904690208 1.1805990512224249 -0.79382700933208949 343.2290131882051 5.8038375126521764 30.054812479701546 0.18374645257177266 3.8950000000000005 186.2905456327488 24.724076470261334 5.7194075294530782 10.050000000000002 8.8957179721300559 34.643405180039245 2.9803960365886173 6.8110712801330022 -0.12615459281183125 -0.028982338762191365 1.5350000000000004 0.21461982201547744 4.9850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 -4 -9 -8 -11 12 -3 -5 -15 16 -13 19 -19 22 23 29 25 24 -21 26 -17 28 -28 -22
right_child=1 11 6 4 -6 -7 9 8 -10 10 -12 15 -14 14 -16 17 -18 18 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021191278800383076 -0.0032000959582700697 -0.010223646208716766 -0.040275549806977409 0.060211704849188454 -0.0017778147325716359 -0.029883656282725324 0.0031992358506671495 0.054633288836038935 0.41366060558443973 -0.069337425368911521 -0.0096490511336115616 0.0030009584517725332 0.0010388674650506329 0.032971735928383733 0.0028309731231144432 0.033454175782134624 -0.017421992557256682 -0.0049410688406113269 0.0062161989145574628 0.0030356444339616246 -0.05569335816089041 -0.0001606001681317976 -0.0094809543904109967 0.0072743675173042449 -0.018355169397639853 -0.0031593943537020896 0.066776285138643296 -0.001660682947018902 -0.027426434222178317 0.0075535596783612453
leaf_weight=8100.503422282869 619.40985813183943 1750.4075409949874 111.81686888390686 93.55767833488062 177.18625976936892 43.276158591266721 1621.7937683813507 5.1784515337785697 1.1478572611231355 38.560470833443105 119.85319352243096 12333.076608069503 1415.6442244162317 537.40787855372764 129.27171565208118 198.12628007971216 283.68448895245092 7692.1759313915391 1388.2226518117823 800.99311673338525 111.72918275918346 499.3732918491587 1904.4461929533572 5280.4858959223493 374.00620013591833 1762.9813883455936 51.65880157565698 529.71791164251044 19.494794298429042 35.07459852937609
leaf_count=97688 34096 17318 11637 919 947 251 15087 218 24 271 905 169574 13591 6493 3159 2326 2517 72654 7550 4979 1003 3014 40185 34238 1979 14886 698 3157 430 173
internal_value=-3.77295e-06 0.000425367 0.005071 0.0125792 0.0225454 0.027909 -0.00125762 -0.0317051 0.119776 0.000763028 -0.0241782 -2.07484e-05 -0.00518781 0.0311988 0.0271273 0.000471032 0.00254175 -0.000794233 -0.00323533 0.00112191 0.00393442 -0.00934393 -0.00335001 0.00526355 -0.00377312 0.00120743 0.0108428 0.00338711 0.0409664 -0.0405823
internal_weight=48030.3 39929.8 3498.46 1600.11 980.7 803.513 1898.35 118.143 6.32631 1780.21 158.414 36431.3 3166.05 760.237 666.68 33265.2 12616.8 20648.5 9080.4 11568.1 7101.66 646.177 4466.43 6455.49 1175 2561.98 798.998 600.872 71.1536 146.804
internal_count=561967 464279 74007 45865 11769 10822 28142 11879 242 16263 1176 390272 30909 10571 9652 359363 172091 187272 80204 107068 45386 4190 61682 41196 6958 21497 6611 4285 1128 1176
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=31
num_cat=0
split_feature=1 8 22 29 27 30 40 0 28 13 45 23 8 42 45 15 43 41 43 43 13 26 43 49 30 8 7 9 47 25
split_gain=17.6592 21.9781 20.0033 19.4398 17.6364 36.8018 36.2998 27.313 34.7667 44.9901 28.0692 27.4028 26.8708 24.4215 31.8732 25.2597 34.493 56.2741 24.2288 40.3051 24.204 26.6013 25.123 24.5152 24.1813 22.675 26.1689 22.1383 23.8081 22.8959
threshold=3.5000000000000004 1.7150000000000001 20.895191159396301 44.316755132407785 10.185787409447515 2.9105498854464789 0.19855005647126536 12.750000000000002 0.38113419311095065 16.465230385012578 2.3500066869658256 54.380719461194055 3.0950000000000002 4.0495025022078313 -0.77887349584930099 13.563317337343594 5.8737786745964327 3.8075387406872854 3.7154214606686096 3.6015482054890926 56.30948213415072 14.508401582363096 6.9688721534875393 0.74313624294610181 2.009227250298772 1.135 2.9850000000000008 1.6850000000000003 0.69284048646404839 7.2774090607166135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 7 12 8 9 -6 13 -9 -7 14 -10 -15 -17 -18 19 27 21 22 23 -20 -12 -24 -27 28 -8 -30
right_child=1 3 -4 -5 5 6 18 11 10 -11 24 -13 -14 15 -16 16 17 -19 20 -21 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=9.548668685776561e-05 -0.044908364251111124 0.0085655829056306594 0.064051707376488062 -0.047596183068590286 0.75986206701550185 -0.016659551467794693 0.078910633448026582 0.00857628328282555 -0.023264915042151071 -0.054463437526731676 0.049902064189720027 0.13258041641368415 0.015006109597077983 -0.01833581844712397 0.079127930002962907 -0.021684379937353282 -0.025271211971977466 0.092598249011453068 -0.049449202133116869 0.14931717314071558 -0.093737505987812539 0.041753045219895951 0.10259823588800839 0.020409570625381956 -0.10300260840499045 -0.12303040412665792 0.0068776844477743473 0.0056634121433143461 0.03300050332321141 -0.054152359606784745
leaf_weight=45654.215918245929 4.9258948229253283 433.82294365018606 29.071090776473284 15.975572142750023 0.33306664228439231 284.86662080616225 25.632400923990645 15.622908761957662 14.67455296055414 0.34562102355994284 26.752722610253844 6.2324456837959579 87.596171165350825 843.99908206530381 15.765443696058353 41.446443071588874 17.533870685612783 23.968516719760373 44.843852389138192 6.1826629035640499 6.5241724511142811 39.318560531362891 6.0121981967240563 17.443303715903312 2.8623558027902609 3.9727268521673968 160.24423787090927 122.72475879336707 65.930847523384728 8.5084140603430551
leaf_count=528675 32 2285 71 105 1 5680 129 95 293 55 224 36 376 19290 248 718 155 154 562 37 80 121 47 135 60 52 948 858 356 89
internal_value=-3.70183e-06 0.00950073 0.0482643 0.00657088 -0.000100417 -0.00483427 0.00264086 -0.0113488 -0.0125722 0.345168 -0.0128181 0.0439383 -0.00921239 -0.0143011 0.0297663 -0.0157483 0.01058 0.0428009 0.0113429 0.0233903 0.00143272 0.00371686 -0.00271507 -0.0298855 0.0351235 0.00722664 0.00373496 0.0198958 0.0373499 0.0230389
internal_weight=48027.3 483.796 33.997 449.799 47543.6 1889.34 879.801 1009.54 987.682 0.678688 987.003 21.8554 372.463 957.388 30.44 926.948 82.9488 41.5024 507.338 228.979 278.359 271.835 232.516 62.2872 29.6151 170.229 164.217 222.796 100.072 74.4393
internal_count=561967 2493 103 2390 559474 30799 9470 21329 21198 56 21142 131 6056 20858 541 20317 1027 309 3414 1469 1945 1865 1744 697 284 1047 1000 1432 574 445
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=31
num_cat=0
split_feature=27 39 9 12 28 24 35 29 28 7 22 38 8 8 15 26 24 27 45 25 29 28 26 33 41 41 8 0 29 13
split_gain=17.1997 24.912 23.2615 25.8435 22.9764 21.1552 20.4157 20.0747 41.575 36.6074 35.4014 49.0404 61.8445 37.873 37.168 43.426 60.0651 63.9947 75.2186 59.4511 105.525 35.6995 35.397 46.6809 33.2032 33.7263 33.19 32.9669 32.0265 31.7272
threshold=0.3023626158165062 236.89916465060836 2.0350000000000006 39.650957348046141 0.47578855799617342 38.415709116985546 3.6916070280446096 4.6481334069330016 0.82402666869786234 1.5350000000000004 88.202598789557769 6.1570974278346222 2.0950000000000002 3.3850000000000002 4.3674069163125662 3.8750515526314691 58.095465149178736 2.0700489999513225 -0.49654224012207621 37.672752894893577 1.1053340539722216 0.43649067336571745 3.1601266002104089 103.0017417686023 6.3219313001646062 6.3523260884080335 2.0350000000000006 13.850000000000003 1.9884800746717841 5.8067400904981508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5 8 9 -2 11 12 21 14 -12 16 17 19 -19 22 -21 -11 -16 -24 28 -26 -25 -14 -23 -17
right_child=7 -3 3 6 -6 -7 -8 -9 -10 10 13 -13 27 -15 15 29 -18 18 -20 20 -22 24 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.050150493683968768 -0.026689170694547095 -0.035531998281414665 -0.015466922265274017 0.23706687656862271 0.014297722363217981 0.17784458746895379 0.059981545856654821 -0.00033690310347305239 0.0086457914461305265 -0.02745852133148512 -0.028069241512769284 0.012547203340659072 0.0058749121219123712 0.012122995169991694 -0.04604353365587624 0.087948944507094257 0.66606948628783136 0.63268200543581932 0.11500785360156154 1.5867861168399477 -0.051112364225781505 0.069787423549754785 0.31974151613835372 -0.054781464118093641 0.20561394925956955 0.026998834232695692 0.064847692443279967 -0.045105425052968821 -0.012231343082813068 -0.011795669109508897
leaf_weight=33.408292352134595 125.92985631420743 83.076102812105091 12.622271177475342 1.8234599521383668 35.029440422425978 1.0493931113742281 15.150059475563465 41736.323008455976 1999.2088645942276 279.25216640817234 260.02102533273865 978.08203974558273 1387.6116028816905 191.84148554550484 19.084863562893588 8.1212722350610402 0.37686344108078529 0.78801012923941005 6.4066149634309104 0.16536133305635203 0.24261929804924875 12.400632303673772 1.4366645202389943 8.4588743308559078 2.8521874938160172 36.00843059446197 18.431127613177523 32.452896022237837 296.05473705136683 435.09778012824245
leaf_count=1455 3542 2352 218 12 214 5 161 490740 10415 11317 7339 8920 7530 1117 2136 60 15 13 121 4 58 56 48 995 7 374 137 242 3734 8630
internal_value=-3.70513e-06 -0.0153385 0.00159267 0.0387142 -0.0142181 -0.043207 0.0790058 5.4689e-05 0.00273383 -0.000148132 0.000692661 0.00333768 -0.00106353 -0.00772466 -0.0127437 -0.00475157 0.0369886 0.0326792 0.171707 0.0117618 0.612755 -0.0141484 0.00659024 0.0420518 -0.00344673 0.0401083 0.0272156 0.00470985 -0.008934 -0.00996801
internal_weight=48018.8 182.159 99.0829 29.5958 69.4871 34.4577 16.9735 47836.6 6100.33 4101.12 3975.19 3024.71 2046.63 950.473 758.631 498.61 55.391 55.0141 7.19463 47.8195 0.407981 626.568 47.4115 28.3267 347.316 38.8606 26.89 1420.06 308.455 443.219
internal_count=561967 4417 2065 391 1674 1460 173 557550 66810 56395 52853 32180 23260 20673 19556 12217 3527 3512 134 3378 62 15488 3316 1180 4171 381 1132 7772 3790 8690
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=31
num_cat=0
split_feature=47 47 8 37 7 25 0 0 1 9 14 38 47 47 38 42 38 49 24 18 7 22 36 20 0 20 26 33 37 31
split_gain=17.0043 20.3263 73.7753 59.5606 45.5739 39.7063 41.861 40.3658 38.2249 34.8345 36.281 33.0419 32.3284 40.5796 40.4903 37.9915 48.3221 58.0279 43.5422 42.994 41.9256 41.4372 42.8908 39.8761 46.6972 42.0515 46.6852 37.6775 36.7297 36.1172
threshold=884.38907311785408 6.6406517423143416 1.5550000000000004 0.099034135824974195 6.8950000000000005 6.7063248625529255 3.1500000000000008 11.850000000000003 1.5000000000000002 8.1600000000000019 301.82134385319245 10.442404676100518 1.1204977601494785 0.57525751693953719 2.6421075704006927 18.755430461152535 4.5722633280504086 0.70546571923610635 16.651843161913753 23.85550328222816 4.7350000000000012 31.105477627077459 410.67732817805876 2.4480443539921986 3.5500000000000003 11.331934232016712 3.628859369536066 144093.61222429175 0.22163664162780783 -0.41182057144565959
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 -8 12 -11 -5 13 27 -15 16 20 18 -18 -17 21 22 28 24 -20 26 -25 -1 -16 -23
right_child=-2 2 4 11 -6 7 8 -9 -10 10 -12 -13 -14 14 15 19 17 -19 23 -21 -22 29 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019298637181011679 0.0084915571039261388 -0.0095340772887524804 -0.049934893576772922 0.015150023602634495 0.0073391830243059383 0.0035306226846897239 -0.00050006525482409298 -0.026076713022190657 -0.012301764100334867 -0.043226552591206779 0.029677804002064951 0.054335170365877518 0.0018294859588773383 -0.014240159919875881 -0.02837151428684679 0.0089062898020124577 -0.0062339484668919344 0.0076382135829828786 0.072613478065748291 -0.0063957641312023354 0.00058162784919715794 0.020842835070082912 0.034909483685166547 -0.044407429925492396 0.0019194321210405409 0.011461045823728554 -0.0021207304629268287 -0.032383928960703384 -0.00061790901079018519 -0.022675465169032735
leaf_weight=8760.3643932064879 581.81497035408393 261.69035288691521 63.125639303587377 572.61956318950979 656.5823057773523 1184.2288495791145 971.92755846912041 127.51720292540267 2333.1892482037656 83.986795620410703 21.416939482092857 59.37590470071882 19692.746210722602 729.26097281777766 166.04133165790699 1428.5616265814751 4315.1051508660894 1422.9646373835858 43.899287585634738 676.37647049687803 699.03809361159801 50.219597207033075 63.167035615537316 70.714564423251431 49.926302320905961 621.91456424514763 847.68515572999604 80.736361261922866 422.68294788314961 941.74174454127206
leaf_count=112210 4353 3703 412 4872 4610 6190 5675 939 13223 574 61 307 209412 5669 2284 7499 96649 21368 752 4249 6549 796 254 4186 1347 6318 11194 705 3590 22017
internal_value=-4.33267e-06 -0.000108575 -0.00277027 0.0105254 -0.00499683 -0.00672752 -0.00960161 0.00065244 -0.00883127 0.000294039 -0.0284131 0.0188315 0.00036769 -0.00097809 -0.00280601 -0.00210056 -0.00342003 -0.00143212 -0.0036016 0.0039893 -0.00967524 -0.0140369 -0.00424441 0.00334937 0.0349959 0.00142168 -0.0053767 0.00161651 -0.00844542 -0.0204723
internal_weight=48000.6 47418.8 6230.26 893.686 5336.57 4679.99 3368.24 1311.75 3305.12 41188.6 105.404 631.995 41083.1 21390.4 12549.3 11820 9715.1 7372.21 5949.25 2104.94 2342.89 1643.85 651.891 1634.14 93.8256 1540.31 918.4 8841.1 588.724 991.961
internal_count=561967 557614 39931 8882 31049 26439 19310 7129 18898 517683 635 5179 517048 307636 194721 189052 177304 141814 120446 11748 35490 28941 6128 23797 2099 21698 15380 112915 5874 22813
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=31
num_cat=0
split_feature=12 33 16 31 24 30 17 33 25 36 36 47 33 26 16 8 47 22 34 26 29 28 7 16 29 45 0 40 26 27
split_gain=17.4384 69.8784 48.1755 43.1151 41.8683 38.4121 36.6992 35.0638 33.6603 34.7434 32.9175 53.8555 51.1426 44.5943 67.9492 47.5946 39.9846 39.929 45.0261 46.6368 45.3102 70.9126 76.9538 47.623 40.8351 42.3771 40.8188 41.1657 40.6694 42.5393
threshold=27.256814299200389 277.30900696830196 2.2812434683802381 0.45043347953996582 10.311668179656634 0.61920747053363046 20.805642497527273 105.58207768064399 15.015771572349337 304.55771448130309 275.58615289811581 0.24480178218639129 240.87184828984257 1.5335342464507054 1.3593528858142114 1.4750000000000003 0.12936423837815728 24.775306964922777 0.17548226942557918 2.8479277951482662 13.216178144228605 0.76172753417472028 2.2650000000000001 7.706816813858711 5.0848975243233507 2.6716756306361291 5.5500000000000007 0.46190072307751562 3.0245474319098773 1.8747707347770797
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -2 -5 -6 -10 11 -8 -12 14 -14 16 -16 -13 19 26 21 23 24 -20 -23 -26 27 -19 29 -21
right_child=6 2 5 7 8 -7 10 -9 9 -11 12 17 13 -15 15 -17 -18 18 20 28 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.1667606097773451e-05 0.0090509943992700854 0.0099967297595652833 -0.03436969044569782 -0.00041827961056993416 0.012650708113592452 -0.011724252503607008 0.01078829331982328 -0.009153515951663263 -0.05039634561359313 0.00941851779965985 0.0038216041055684062 0.0017722294912314454 -0.0099317770142828745 -0.00093503753306238926 0.098170684070819747 0.046698818828302575 -0.026051624959471248 -0.032908003847035121 -0.028552765456416569 -0.046976351278186085 -0.020084384160400433 0.0090598708930863577 0.0056454420911094521 0.0072347031945507847 -0.028690728789982113 0.037167380882144406 0.0064743550295436603 0.18878673252427758 0.0032370882709605859 0.0664586379415084
leaf_weight=3638.0630842403625 1216.6212090732297 172.25425776198972 275.39303645351902 2940.4753979920642 1229.9082888934645 585.14469078450929 662.02149660373107 1885.4346740435576 44.566796626371797 53.32457339623943 10203.69548618191 1970.5841643126914 145.69045648287283 18175.653596858436 7.5844087547156951 171.12166769849136 44.401761640503537 192.48593789798906 471.30009627429536 10.02354922055383 832.37520950491307 115.50932417775039 1196.9907678207965 115.80031251651235 388.82915049022995 26.063307482050732 121.13183600461343 2.1169738546013823 1050.0340884473408 47.105829929700121
leaf_count=40186 7742 1546 2316 17752 10749 3823 8282 11293 771 361 102033 14518 6662 226009 257 996 6111 17492 16919 559 20122 872 10217 1516 7638 216 3891 4 19828 1286
internal_value=-4.06628e-06 -0.00177016 -0.0141399 -0.000465456 0.00280528 -0.0189713 0.000510291 -0.00383105 0.0104048 -0.0178133 0.000221261 -0.00280146 0.000978554 -0.000585775 0.0166271 0.0339702 -0.00792848 -0.00417703 -0.00674248 0.000638381 -0.0100798 -0.00648185 -0.00137956 -0.021494 -0.0172333 -0.0245536 -0.0163125 -0.0304963 0.00547234 0.0465561
internal_weight=47991.7 10824.6 1032.79 9791.77 4965.86 860.538 37167.1 4825.91 1327.8 97.8914 35950.5 7202.37 28748.1 18544.5 368.798 223.108 51.9862 6540.35 4569.77 1422.9 3146.87 2314.49 1727.39 587.1 530.402 414.892 315.735 194.603 1107.16 57.1294
internal_count=561967 88797 7685 81112 52067 6139 473170 29045 11881 1132 465428 123360 342068 240035 14026 7364 6368 115078 100560 43060 57500 37378 18943 18435 8726 7854 21387 17496 21673 1845
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=31
num_cat=0
split_feature=20 14 25 26 9 42 32 22 12 0 33 30 24 16 38 7 45 43 43 45 17 32 49 45 13 17 36 38 9 24
split_gain=16.6644 38.9954 62.1542 53.0305 48.5197 44.1614 40.187 40.519 39.4868 38.3957 52.2318 41.742 40.6438 58.1874 41.7885 60.284 45.2776 38.0958 38.2993 42.2533 38.1231 40.3899 46.0096 36.9262 35.834 36.072 51.7612 42.3328 37.0193 50.5271
threshold=7.2492487270042778 12.421198765199859 10.141935802790565 7.298485409650076 1.2050000000000003 13.272959776796096 -0.098976662828774944 52.284670304846394 9.267100496722156 6.4500000000000011 536.97229613799834 -0.58786864507660408 3.3200901919622541 2.094597352291625 67.80891472993828 1.8950000000000002 -0.66540461429928388 9.0169080953004421 1.5919550872255546 0.67328965640217497 84.771081279853931 0.018460691060167001 0.035487136794798986 4.3606447883482877 3.4363710783906272 249.67936984619948 1488.9328000140365 3.7023086465480088 1.6250000000000002 23.371723914943185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 9 -5 7 -6 -3 12 11 -11 -1 23 16 -16 -15 18 -8 -20 -21 22 -22 -14 -2 27 28 -26 -27 -30
right_child=24 2 3 5 6 -7 17 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 19 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0019718697471591126 -0.030841045835481296 -0.066686791894002534 -0.017692390687764563 0.029272928929766164 -0.0064486089382809076 -0.0012884007133855705 0.0018693638943514434 -0.045675603464048246 -0.0069392316435053841 0.10772821249766265 0.019132873261141742 -0.012584899817868407 0.033581624444028776 -0.012233950728613269 0.37059488203834612 0.039849283352484423 0.011367069578266975 0.013636838668627785 -0.0046344273496393938 0.0089295571153584895 0.5958292750004478 -0.0067652448144678917 0.062530557473482448 0.3868832368247081 -0.0017177624655586598 -0.00020598580972217039 0.003195188861133476 0.0045593224518370315 -0.012517030737676103 0.0031576409985452588
leaf_weight=720.19135864515556 88.052756132208742 27.848658006172627 139.80299123044824 298.86290588672273 202.9703445979394 195.54907326865941 6554.1968220250565 97.431293955887668 3948.2646095562377 7.2950868464540681 184.57250759948511 612.41878451127559 245.37594197923318 234.61508540820796 1.9084965870715667 4.9535397987347096 1518.5407178623136 449.6910561301047 8149.7192867234116 1232.4279650488752 0.41657733474858005 763.70167924882844 13.873743634088894 0.74181227036751707 3746.7655231637473 2589.6830624611466 3735.9739195953007 9486.9037211818213 2034.7012137048296 687.95404878474073
leaf_count=9606 707 237 4913 1865 2271 1544 91094 4251 61880 43 1666 6221 6547 3522 30 43 21558 2118 116727 12527 2 11050 219 11 28735 26799 27680 92110 20413 5578
internal_value=-4.14766e-06 -0.000875158 -0.00503909 0.00949709 3.92053e-05 0.0171854 -0.00104153 -0.0191714 -0.0073577 0.00538513 -0.00421484 -0.0111686 0.00821719 0.011875 0.00869069 0.131838 0.00820868 -0.000724223 -0.0011106 -0.00303294 0.00345905 -0.00520685 0.0780768 0.0346465 0.000992835 0.00111863 -0.00131432 0.00278213 -0.0044857 -0.00855639
internal_weight=47975.4 25605.4 4610.33 634.215 20995 494.412 17464.4 300.402 3976.11 3530.61 804.286 619.714 2726.33 2006.14 1760.02 6.86204 1753.16 17164 16714.3 10160.1 2010.42 777.992 14.2903 246.118 22370 22282 9048.31 13233.7 5312.34 2722.66
internal_count=561967 359945 70439 8322 289506 3409 240259 6522 62117 49247 7930 6264 41317 31711 25153 73 25080 233737 231619 140525 23798 11271 221 6558 202022 201315 80470 120845 52790 25991
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=31
num_cat=0
split_feature=37 38 8 7 9 16 13 13 38 42 34 40 46 33 34 0 0 37 43 38 14 20 9 37 29 45 28 47 34 33
split_gain=16.8322 50.8578 60.5598 56.4287 42.1992 37.916 41.4599 36.2631 36.0342 42.0504 36.2501 51.3777 43.521 39.54 46.2654 38.0369 37.8303 35.8866 43.7588 42.0871 39.7413 41.3999 35.6275 35.5657 35.502 40.5181 35.3474 34.8529 34.8022 70.8311
threshold=0.21205424696411287 6.3009197359810116 3.9550000000000005 2.1150000000000007 4.3050000000000006 9.7918438169378046 68.338153681597291 137.37176036520478 3.9101081216393392 12.192279515356441 0.22914301342446078 0.83827473953921572 0.034981338283244588 397.05313609220849 0.18205962408387777 13.850000000000003 3.8500000000000001 0.35734004734389574 9.2345236898557008 2.7372554057897385 11.508048599681453 2.8523291675294504 3.1050000000000004 0.1451334994107831 14.939526135878856 2.2203380415975258 1.8808252114688453 3.527165538851913 0.1592923866680595 326.61677844230866
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -1 9 -2 13 12 -12 15 -15 -10 -16 18 19 22 21 -19 -11 -3 -14 -26 -27 -4 -25 -30
right_child=4 23 27 5 -6 6 -8 -9 10 17 11 -13 24 14 16 -17 -18 20 -20 -21 -22 -23 -24 28 25 26 -28 -29 29 -31
leaf_value=-0.01464799925731905 0.01734326501738034 -0.00048502171606754681 0.010919980643453064 -0.0046458011385072141 -0.020821129713503958 0.0084233165691830324 -0.026077956133694638 0.13464172265899318 0.013194591584348648 -0.02708406597094995 0.0089085516940524603 0.051170755402954349 0.00087088108749272704 0.0061978731658174861 -0.045021618599457414 -0.020888621562628554 -0.005546444362865173 -0.0050567012493144712 0.0097264543574057619 -0.0060710480014558223 -0.0052169087536888424 0.0071694677913587013 -0.1586474345368506 0.010720151554334858 -0.012030397064386918 -0.053391258136927848 0.058438858995207357 -0.014687549036643606 0.0052356102919072127 -0.012632444116209479
leaf_weight=1378.5250355098688 309.09110188647173 14355.581391657237 968.47317490540445 6785.4045732203231 215.16296904720366 994.2897734711878 95.433643133146688 4.0796990315429857 2075.090884363628 176.11934839375317 1262.5931746445713 50.99086597468704 3272.8961197066237 947.13456072006375 82.605352551443502 85.220249650999904 228.78630570915993 928.52390307257883 415.84325714193983 2775.9329815476085 1688.0082370211603 2722.8137634684099 5.3006999697536221 1521.798861051444 962.29062933230307 8.78469155798666 36.118681584950536 154.00460168672726 2759.8906610500999 694.13319936115295
leaf_count=37027 3668 213369 4192 104613 1707 7261 1020 59 18495 1201 9566 151 27231 6795 1058 618 1717 6471 2337 22998 11650 16199 68 15462 11608 97 155 994 27006 7174
internal_value=-4.14308e-06 -0.000738245 -0.00356127 -0.0048911 0.00119105 -0.00325546 0.00540183 -0.0142075 0.00145367 -0.000780212 0.00368981 0.00121072 0.000751107 0.00774593 0.000701013 0.0118501 -0.0160183 -0.00142317 -0.00546043 -0.00759591 0.00112742 0.00406039 -0.0309281 0.000777608 -0.00165528 -0.00986407 0.0365609 0.00740661 0.00442038 0.00164478
internal_weight=47960.9 29711.6 10380.2 9257.73 18249.3 7875.13 1089.72 1382.6 18034.1 9021.63 9012.51 5593.67 5542.68 3418.84 1258.53 2160.31 311.392 8712.54 3373.2 2957.35 5339.35 3651.34 181.42 19331.4 4280.09 1007.19 44.9034 1122.48 4975.82 3454.02
internal_count=561967 418177 155166 149980 143790 112894 8281 37086 142083 64592 77491 48808 48657 28683 9570 19113 2775 60924 26604 24267 34320 22670 1269 263011 39091 11860 252 5186 49642 34180
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=31
num_cat=0
split_feature=24 34 32 37 49 39 22 8 49 12 24 25 7 29 31 32 25 22 40 23 8 18 0 49 19 21 26 28 49 20
split_gain=16.7361 28.9964 42.0194 40.0144 41.1628 40.5455 38.5441 38.4436 66.1072 57.3139 56.9227 46.1494 38.1752 37.3215 36.045 46.3763 35.0266 34.771 35.0173 32.6714 56.2245 68.2823 59.3567 47.513 52.0269 51.4749 43.9555 43.6602 78.3926 43.5574
threshold=3.8641165977788341 0.27058785068796648 -0.041210325274797267 0.27236394656506119 0.91196797723147627 739.0350874012646 176.51869552135182 2.3950000000000005 0.47080876137664324 44.196456887857927 10.311668179656634 9.9697166080432194 4.2950000000000008 26.228305274308806 0.32664804657211893 0.051239860607803674 46.039092977614551 135.50290483377043 0.3303484474669976 21.846296610157051 1.7150000000000001 27.942599493669537 3.8500000000000001 0.91196797723147627 24.332856339913956 7.40589930141841 3.2499742718852409 2.0872369462182179 0.25398058990839428 3.9604536860383415
decision_type=2 2 2 2 2 2 2 2 2 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 -4 16 9 12 10 -5 14 13 -9 15 17 -2 -11 -19 -8 21 -21 26 24 -24 27 -23 -26 -29 -28
right_child=1 2 3 7 -6 -7 19 8 -10 11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 -25 25 -27 29 28 -30 -31
leaf_value=-0.0020776442641235074 0.0021776417760422102 -0.017428506187636257 -0.0078510957600608968 0.0049707303336641159 0.02241237717459682 0.0063174124888179797 0.0052416269451110043 0.0010546898571466281 -0.0077229431026294443 0.025151810663493264 0.030079733058923724 -0.026740269807520853 0.012544273932353744 -0.04192530862647377 0.024358722349785818 -0.01348947770301921 -0.03482545609056794 -0.065993237672555924 0.22388853750805937 -0.039584987625609441 -0.00047929640325538496 -0.045511025186428349 -0.030725380485317363 0.088843742570380579 -0.028353508340377632 0.015504786475846672 0.029156629456680534 0.37283395568429545 -0.057173586450297645 -0.0020147491288214198
leaf_weight=8086.9777561785595 23972.177773756819 416.70771476608934 3484.0244242362678 503.5028661476681 133.550013191998 590.51559319946682 1087.647662945441 1199.2282967371866 1918.3418696206063 21.548892745166089 409.12864326871932 160.03150326339528 948.18084348598495 52.729565577581525 150.8862804787932 235.44421946443617 64.124240559642203 1.3337550975847978 4.7591676955344155 199.49177809560206 3004.056649667793 40.722569235658739 407.6259844910237 10.397921086288987 157.67227585893124 166.79577674972825 169.15577617741656 1.9019254979211826 2.3940255105262622 332.08491088310257
leaf_count=97688 271696 4286 30099 4995 796 3954 21264 6877 11093 247 3056 2398 4583 629 1235 4601 1351 45 54 8501 23837 8565 23479 277 9247 2526 4648 47 142 9751
internal_value=-3.786e-06 0.000417114 -0.00187786 -0.00121752 -0.00490239 -0.00579768 0.00120983 0.00154893 -0.000938913 0.00844111 0.016227 -0.00393797 0.00497621 -0.000755528 0.00487684 -0.0062965 0.00207892 0.054971 0.160433 -0.00253388 -0.00441644 -0.0123637 -0.00814995 -0.0172912 -0.0187899 -0.00399132 0.00444609 -0.0240685 0.133202 0.00850479
internal_weight=47933.1 39846.2 10229.9 9813.21 4208.09 4074.54 29616.2 5605.12 4118.48 1486.64 912.632 574.004 2200.14 1251.96 413.972 263.086 24036.3 27.6418 6.09292 5579.95 4492.3 1488.24 1288.75 746.788 736.39 328.764 541.963 161.968 4.29595 501.241
internal_count=561967 464279 78948 74662 34849 34053 385331 39813 23182 16631 8051 8580 12089 7506 6182 4947 273047 346 99 112284 91020 67183 58682 35718 35441 11962 22964 9436 189 14399
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=31
num_cat=0
split_feature=33 22 36 16 37 34 4 12 33 36 17 36 39 37 12 22 8 42 38 37 49 0 22 22 27 25 42 12 29 22
split_gain=16.6882 52.7699 45.0507 39.4422 37.655 49.6433 68.099 66.2152 48.634 46.6269 46.5785 59.3342 54.7409 54.584 45.3378 44.65 44.5442 43.2045 41.6316 47.8449 41.3645 40.263 40.8988 40.197 39.8317 37.6781 45.1252 37.6609 37.5156 37.4919
threshold=4995.0427430512873 41.697523627736338 6961.7042804454886 9.2873134846366074 0.08546104364321444 0.10147652468646511 1.0000000180025095e-35 78.286825751191074 647.40252112785538 1183.6924430423512 384.70234038866636 608.66861827512696 429.74626767803665 0.11033682771480217 262.26305843373945 33.296050010025269 1.5550000000000004 6.8147469714639284 14.260633818093972 0.049148299833748209 0.55298937260114811 13.850000000000003 32.41237845596153 179.28068579201914 2.6221648277370484 2.5155876519443514 9.3634474420010587 18.07197251598981 28.20213869615576 88.202598789557769
decision_type=2 2 2 2 2 2 2 2 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 4 -2 18 7 8 20 9 10 11 17 21 -13 27 -16 -11 -7 -1 28 -6 -12 -23 25 -25 -14 -27 -10 -20 -19
right_child=1 -3 -4 -5 5 6 -8 -9 14 16 12 13 23 -15 15 -17 -18 29 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.011696825930821516 -0.012297863653365692 -0.0015435776117064023 0.0083941436218967578 -0.056540876514320451 -0.015640587945684528 0.024048906805603981 -0.014380621408876693 0.011846959637416618 -0.07057020359887925 0.029591855963449112 -0.008438874669878969 -0.0071206390736887172 -0.032920611711818447 0.0091696215230690544 -0.035970092121467949 0.0055438803098181288 0.0053627484995496209 0.00054415034145699904 -0.022237362631654142 0.0057223068529271039 0.007321328449109466 -0.14757845822940205 -0.031559335614915494 -0.025131162711815626 0.0083468922443499204 0.042433540086541231 0.0068830242620867219 -0.010475628437270913 0.022447117868731832 -0.0046816610315883163
leaf_weight=1429.5537356213317 147.72992853540927 1664.8265250551049 1612.673070949968 76.440037876367569 437.04946204845328 183.92521635739831 827.18561523320386 1914.4251966097509 26.493364693131298 210.08073320775293 2349.7407557284459 612.13075430854224 34.708657188806683 3214.8872170281829 70.096637867856771 852.32231839722954 1954.8722206107341 22038.412337506539 305.01825761148939 1062.8384117121459 355.80833325948333 9.5643249107524735 36.912724282359704 156.06971428968245 206.28068950714078 152.13417480746284 215.99106418981683 1635.8148429605644 55.522118164575659 4065.2898974145646
leaf_count=33635 983 16145 12060 473 5628 3517 30996 35755 210 2155 22111 7101 520 20797 419 6533 10645 213943 5320 15571 3974 95 285 2247 2402 1142 1515 12906 1554 91330
internal_value=-4.13294e-06 -0.00461014 0.000184907 -0.0273844 -0.000113176 0.00026827 -0.000187889 0.00681473 0.000120849 0.000603748 0.00014116 0.000747266 -0.00563243 0.006564 -0.00650051 0.00238914 0.00771387 -9.95487e-05 -0.0056699 0.000383171 -0.00533604 -0.0093504 -0.0554344 0.00601061 -0.0060726 0.0168795 0.0215749 -0.0114334 -0.0153561 -0.000269697
internal_weight=47914.8 1889 46025.8 224.17 44413.1 41560.2 38852.9 2707.28 38025.7 35441 33276 30114.6 3161.4 3827.02 2584.73 922.419 2164.95 26287.6 2852.93 1423.38 792.858 2396.22 46.477 765.184 362.35 402.834 368.125 1662.31 360.54 26103.7
internal_count=561967 17601 544366 1456 532306 476226 430869 45357 399873 379805 367005 336688 30317 27898 20068 6952 12800 308790 56080 22445 9602 22491 380 7826 4649 3177 2657 13116 6874 305273
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=31
num_cat=0
split_feature=45 27 49 37 38 34 45 40 34 8 12 22 33 12 42 0 36 33 26 49 29 37 14 43 23 17 20 16 39 20
split_gain=17.0797 29.8215 21.3599 20.8704 62.0253 35.336 37.987 33.0405 36.7615 40.4162 37.7142 33.1042 32.7929 47.9007 36.3501 34.0662 32.5257 50.2482 61.7291 43.9696 39.7594 54.7588 43.3038 39.3384 39.2644 34.8442 35.8439 53.4548 58.8058 48.2696
threshold=7.3153450729537521 6.953795131307416 0.51703352330021313 0.32129380006411362 3.5693404412497887 0.37542133961880769 1.0264006050296193 0.39056002584406674 0.27297151265311975 1.4950000000000003 9.267100496722156 15.72020037645181 326.61677844230866 29.66162483279216 16.182217255966162 15.050000000000002 94.071751754192377 103.0017417686023 2.6121139021452411 0.18516974021561181 19.014695786220408 0.22772907078093435 13.62411194489807 6.386755219675746 6.1803570460621282 25.512164066529603 5.1796476052466049 2.3230456512813995 598.14695826093975 0.51959034980011809
decision_type=2 2 2 2 2 2 2 2 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 12 -7 8 16 11 -11 -10 15 14 -14 -5 20 18 -18 -20 21 -6 23 -22 -23 -19 27 28 -27 -30
right_child=1 -3 -4 5 7 6 -8 -9 9 10 -12 -13 13 -15 -16 -17 17 25 19 -21 22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0086804486253640213 -0.0038411115468400467 0.045528278493027576 -0.03112296864994454 0.011233202895387278 -0.036457090146619957 -0.0024917721534686104 0.011750972477372348 0.0059333886563013643 0.026786022487753497 -0.031562921425477397 -0.005144326690228543 0.0010138883490089213 0.024149424581977368 0.0024638826811935427 -0.052750334633114661 -0.020563315818182742 -0.0062388251972127695 0.008615485303204275 -0.017234334879031529 0.012464995253188678 0.015670095778808093 0.015018509985523114 0.13983336766587451 -0.065653177573818167 -0.020895483273841445 -0.0017771115249897848 0.00089819477977458361 -0.0052402008463399152 0.089893927965875794 0.013642867041797853
leaf_weight=2129.4147895554488 163.31313228234649 21.249962578061968 127.95764798182063 2086.7015271909768 214.53129712230293 3531.6239979908569 539.69515981595032 2273.4223619363038 161.40755354287103 139.49382491130382 4279.8799985991791 546.41518025740515 19.739076855126768 1048.3982354685431 69.383903237059712 87.78092204593122 698.26830306270858 1108.820188341313 132.2763512149686 2153.9941932805232 129.93352131464053 147.74421513988636 6.3396556454244992 16.792381582548842 156.95266205468215 1465.2168859507656 17101.062865947257 6654.55601674848 21.43673700268846 652.60793041583383
leaf_count=19713 1082 106 1003 12792 4837 25261 3097 11728 961 1011 31530 12624 111 7006 485 680 14693 7811 1529 20198 2197 895 47 273 2425 43782 186778 126884 459 19969
internal_value=-3.8153e-06 -0.0116544 -0.0158263 7.27195e-05 -0.000376144 0.00251608 -0.00060375 8.84581e-05 -0.000282842 -0.00420161 -0.00597821 0.00689081 0.00635116 -0.000527644 -0.0357185 0.00994962 0.000372472 0.000616308 0.00677272 0.0107467 -0.010504 -0.0171059 0.0118909 0.00636287 -0.00348118 -6.41201e-05 -0.000435781 -0.00302992 0.00384554 0.0160679
internal_weight=47886.4 312.521 291.271 47573.9 40190.6 7383.32 4071.32 38061.2 35787.7 5127.2 4419.37 707.823 3312 1137.52 89.123 2174.48 30660.5 29988.2 2984.54 2286.27 672.294 519.228 153.066 146.726 304.697 27003.7 25894.9 8793.82 2139.26 674.045
internal_count=561967 2191 2085 559776 510344 49432 28358 490631 478903 46126 32541 13585 21074 7602 596 13472 432777 422103 36420 21727 10674 8157 2517 2470 3320 385683 377872 191094 64210 20428
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=31
num_cat=0
split_feature=1 7 12 33 17 28 23 33 25 15 24 22 43 26 36 39 0 40 22 21 26 40 39 16 0 42 19 31 0 14
split_gain=17.36 20.5821 17.7653 76.3189 42.8183 42.3958 41.5019 37.6999 35.9458 34.7069 46.6148 36.9938 34.7343 36.4208 34.5263 33.5944 90.2452 55.8982 48.5345 47.7553 41.5983 37.889 47.3955 71.7902 55.1687 63.53 51.3802 49.2657 42.5879 46.394
threshold=3.5000000000000004 3.1650000000000005 124.74675381462389 470.22837418410535 154.35500438173486 1.2583514405865373 8.6064751693546793 144093.61222429175 62.243174426672702 3.9048626399997968 14.955754757912286 168.64250852946509 1.715201732106425 2.3944434168315119 330.31476151648337 739.0350874012646 4.5500000000000007 0.1183946677511017 267.46985020925848 2.7152531010333796 4.9252221259052362 0.12741624697338197 377.95786510688595 1.8690681551962605 4.7500000000000009 13.272959776796096 25.676947215323043 0.79734442496881475 4.5500000000000007 48.735213258748189
decision_type=2 2 2 2 2 2 2 2 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 8 7 6 -5 -4 15 14 12 -12 -11 -14 -6 18 17 19 21 -17 -21 28 -23 -24 25 27 -26 -25 29 -1
right_child=1 -3 4 5 9 -7 -8 -9 -10 10 11 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.020568944468040209 0.04686199898822719 0.0065808611505913817 0.0066076865506084969 0.014594725481418734 -0.030997465550179945 -0.01168319225407019 -0.0047515202333821369 -0.075938517159657576 -0.034082241421259284 -0.0044762977684154352 0.0077655974608701718 -0.0035287945679381011 0.037051634364899097 -0.021306369430613051 0.0052126049407778341 0.035577644639008157 -0.002998051366120566 0.027231086982260212 -0.016114571232108917 -0.026325413410085631 0.0071351550531442683 -0.00015227239704314663 0.057428225516046871 0.034578604872078332 -0.01315388530565597 0.0027660015578681611 0.0082352014827391309 -0.0064447981133612248 -0.0012970850423168884 0.44340221236230737
leaf_weight=481.59383954573423 34.121197066735476 449.17373604839668 3433.5644376025593 325.68750365811866 67.566625000792556 2216.3600271565374 1862.5435261736275 13.887967526447026 76.208659000752959 1714.9018184106098 1289.1779037031811 1656.7089463017765 28.069102545268834 562.73984249698697 2562.8640692723566 108.20144820719725 1350.8415816408815 567.65481030114461 470.299809062446 122.90311464492697 380.31159740500152 25001.343840749265 69.483969095977955 403.05796653102152 535.12141171557596 585.86445654346608 590.70385476294905 89.421488491003402 813.76164305195562 0.53939370508305629
leaf_count=18011 96 2397 46996 2468 2816 18692 22207 119 1022 26787 10919 21725 1099 9608 53858 2358 12446 3151 12147 2689 2913 253260 456 4534 5063 5245 4002 523 14338 22
internal_value=-3.57927e-06 0.00942476 -9.97493e-05 -0.000642492 0.00162733 -0.00680898 -0.0018721 0.00627515 0.000215744 -0.000405542 -0.00275369 0.00141385 -0.00807835 -0.0185338 0.00428249 0.000298535 0.00582456 0.0159325 -0.000182863 0.00544254 -0.00103712 7.93857e-05 0.000476273 0.00738783 0.00581036 0.013893 -0.00193135 0.0271298 -0.00827399 -0.0200499
internal_weight=47864.7 483.295 47381.4 36051.9 11329.5 4404.59 2188.23 3447.45 31647.3 7882.03 5251.6 2945.89 2305.71 590.809 2630.43 31571.1 2529.91 1179.07 29041.2 611.416 503.215 28570.9 27275 2273.65 2204.17 1078.34 1125.83 492.479 1295.89 482.133
internal_count=561967 2493 559474 385547 173927 43367 24675 47115 342180 126812 70138 32644 37494 10707 56674 341158 23557 11111 317601 7960 5602 305454 273083 19823 19367 10302 9065 5057 32371 18033
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=31
num_cat=0
split_feature=24 31 26 46 28 45 14 17 22 14 21 13 25 38 43 9 0 21 26 39 43 30 34 13 15 24 23 43 9 38
split_gain=16.4252 58.988 48.3526 33.6038 35.9719 31.9301 32.1041 41.5458 29.7925 29.5768 28.0565 30.7411 27.8059 27.3294 26.7848 24.5923 24.3075 49.0819 47.9616 42.5787 43.6742 53.3053 35.413 32.1904 30.8509 30.1212 28.0401 25.0864 24.4101 24.0937
threshold=34.379493386984926 0.673167871849918 5.0351866334815165 0.0079414531649381892 0.52663234891248722 4.3606447883482877 5.2569785669081108 22.737534849396187 571.27649296120524 5.1236361972156041 8.1169755073702614 24.488897435399618 62.243174426672702 4.2432041965143226 9.0169080953004421 2.1650000000000005 3.7500000000000004 7.6990786498048163 13.242479790889375 321.69685452692016 6.7382724326740435 1.7587266042641898 0.037426787828842539 42.754900853827017 2.11994392132859 38.415709116985546 94.452325825303248 1.0524924805278497 1.385 6.186483022403972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 15 6 7 -5 -3 -9 -8 -12 -1 -6 -10 -2 17 19 23 -4 26 -22 -20 -19 25 -18 -21 29 -28 -26
right_child=1 8 16 5 13 -7 10 9 14 -11 11 -13 -14 -15 -16 -17 24 18 22 20 21 -23 -24 -25 27 -27 28 -29 -30 -31
leaf_value=-0.00025563552271089506 0.085279982714108415 -0.00093859223703232077 -0.0081268842944220692 0.50422999518427603 0.096143223203968772 0.28825933106390328 -0.048756231510646106 -0.040242413280310085 -0.014335409880701651 0.13829688896847522 0.1055717999483107 -0.041016743163690646 -0.045800892826394664 -0.067632493097367408 -0.078744087917199779 0.31921542443351225 0.019288926510784607 -0.0058046356680600264 -0.052976848879489495 0.044126031702302997 0.1607588910987694 -0.06010737623778023 0.017672667241771797 -0.06647083316537114 0.044333508268852018 -0.055315638532920486 -0.080376188812457755 0.0040214606839924375 0.017456128815403506 0.011594879930365017
leaf_weight=43626.033054147236 5.0682859157677767 1146.6126366648823 52.097415808122605 0.48629631637595494 3.9084016093984228 0.7838385907234614 100.49877207883401 5.8439254752593097 350.22450735245366 3.8464326737448573 6.5745349731296283 7.8431117569562048 33.536995080503402 7.314105668803677 16.92119652684778 1.4433691266458479 20.629386086482555 82.303779606474563 18.514405887573957 178.39375520427711 14.078416333533825 3.3895324436016372 422.50323916273192 29.777285942807794 76.413296908605844 39.311241126153618 8.0257615130394679 1350.8343702506972 31.016905735363252 212.43031480233185
leaf_count=525554 76 6655 623 12 18 21 5758 205 2248 18 25 103 782 205 194 17 116 775 244 1354 79 56 2462 561 338 355 143 11468 237 1265
internal_value=-3.41823e-06 0.00298416 0.0074363 -0.0207892 0.0436482 -0.0298675 -0.0318609 0.0532573 -0.00490782 0.0306259 -0.0393987 0.0258285 -0.000290621 -0.0105952 -0.0173039 0.137134 0.00903235 0.0159899 0.00728416 0.0327673 0.0418368 0.117901 0.0147067 -0.0219222 0.00559331 -0.0296395 0.0357261 0.00688129 -0.00265466 0.0202559
internal_weight=47856.7 4197.09 2683.33 143.611 17.7342 125.877 125.093 10.1767 1513.76 9.69036 114.916 14.4176 43659.6 11.2225 367.146 6.51166 2539.72 840.1 553.099 287.002 234.904 17.4679 441.018 112.081 1699.62 59.9406 217.436 1639.68 39.0427 288.844
internal_count=561967 35631 26534 6458 316 6142 6121 235 9097 223 5886 128 526336 223 2442 93 20076 6534 4042 2492 1869 135 2706 1336 13542 471 1734 13071 380 1603
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=31
num_cat=0
split_feature=33 31 8 26 21 23 15 8 0 15 49 28 33 8 21 38 37 37 40 47 8 46 12 38 34 16 37 18 38 37
split_gain=15.942 17.7464 32.4278 38.039 34.9359 37.1018 33.8052 31.2507 30.4727 29.5429 56.6319 26.7564 41.3475 39.2037 35.5932 31.6435 69.8733 48.9841 48.3399 45.607 56.553 50.4984 49.346 47.4343 53.3389 43.62 43.498 41.164 40.832 46.8053
threshold=1.0000000180025095e-35 24.607669904713639 20.940000000000001 73.74767054318059 7.1221596299389187 572.21997459083207 21.084282740085534 1.8050000000000004 4.9500000000000011 114.32980771257481 0.29257390891641794 2.602439799425424 625.08377755605068 4.1350000000000007 1.8133690947716385 5.277231158990074 0.22772907078093435 0.20148857060661227 0.26928819517093155 4.2059628292192066 1.6450000000000002 0.011849859277228416 5.3364132151865933 25.504213735069857 0.043916791390538203 10.398595370490062 0.046521674644745027 122.86965465781468 14.260633818093972 0.080127005814069743
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -5 -4 -11 13 -13 15 -14 16 25 19 -19 23 21 22 -21 26 -25 -2 -17 -20 29 -28
right_child=1 -3 9 4 5 -7 -8 -9 -10 10 -12 12 14 -15 -16 17 -18 18 27 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.077673500738315165 -0.0079140780491825085 0.009216208457835072 -0.014982186146065602 -0.01639110928076231 0.024882406447642322 -0.016636679441994744 -0.0085771187397052709 0.011997755537334162 -0.10085868799678276 0.050532725601678465 -0.0076303725381260141 -0.0010473387374320398 0.058777820955799413 0.0051802086474699721 -0.012944330248436825 -0.02209362809477414 0.0013279749698215299 0.015358703713212197 0.0019395108612268522 0.062235970569656032 -0.0081288675977369638 0.011469457360552696 -0.022807493044164989 0.00091350186405745573 0.027905471890542894 0.0050461999066232907 -0.011568885039491236 -0.073176079787942647 0.011134025352700538 0.0013623903642956763
leaf_weight=6.6056875661015502 4739.4340090451587 517.47629323927686 657.66004392551258 39.154390112031251 392.61014438373968 62.35244260635227 1139.2747787246772 65.478965699672699 14.681117895990608 54.114897342398763 184.66974160633981 5480.1948792690528 17.585789127042517 4247.1893943145406 1057.604075664538 200.27583915798459 7295.7746057269978 1158.7919281177456 1058.58455299458 18.638172302395105 2788.7204016689211 799.41638407605933 201.10334648902062 374.95277928642463 357.56697238842025 752.27785475528799 741.54477031715214 18.558596739079803 995.91851782921003 12420.193977178656
leaf_count=71 80996 4386 5171 185 1762 398 14029 263 104 196 1437 41850 334 22185 9444 4346 63688 12782 7424 28 13442 9217 2899 5459 2597 6260 21610 188 15906 213310
internal_value=-3.64119e-06 7.08072e-06 -9.35969e-05 8.82333e-05 0.0128768 0.0191922 -7.18975e-05 -0.0112049 -0.0394257 -0.00951281 0.00555092 0.000144758 -0.00280623 0.000651581 -0.0117712 8.4572e-05 -0.00187867 0.00127245 0.00827065 0.000444468 -0.00444525 0.00563423 -0.0155942 0.00167832 0.0140892 -0.00613872 0.00104514 0.00064531 0.00137246 0.00063383
internal_weight=47858.4 47851.8 47334.3 46437.9 574.277 454.963 45863.6 119.314 53.8355 896.445 238.785 44724.3 6555.38 38168.9 1075.19 33921.8 12787.5 21134.3 2235.94 18898.3 3807.88 1019.16 219.742 15090.5 732.52 5491.71 14357.9 1077.14 14157.7 13161.7
internal_count=561967 561896 557510 550706 2712 2160 547994 552 289 6804 1633 533965 51628 482337 9778 460152 150944 309208 20394 288814 25586 12144 2927 263228 8056 87256 255172 7612 250826 234920
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=31
num_cat=0
split_feature=34 46 31 42 7 27 37 40 22 38 36 25 47 29 47 7 31 28 22 47 28 8 27 23 49 7 36 1 24 22
split_gain=16.1153 47.2203 33.3643 60.209 48.3749 50.7704 40.2884 51.7691 44.5672 42.6651 37.9661 36.4611 36.3765 34.9242 33.6246 33.8997 33.4979 33.2865 48.8427 38.8863 33.0011 32.1876 39.1506 32.4126 31.7477 35.4776 31.2987 30.8746 41.8534 39.2657
threshold=0.21309250269354713 0.0032586563451547567 0.673167871849918 6.8147469714639284 4.8250000000000011 3.236919274705591 0.32129380006411362 0.15712143396744388 501.58634913961549 4.017757478109794 418.36521133023348 8.5181686516129194 0.42756933583525231 4.9437575624929027 0.47189538861869701 1.1650000000000003 -0.51000226197285747 1.7866250499126546 12.844864147976683 0.41858894303046751 8.4669550160957368 1.4850000000000001 1.1570368578165804 33.71113744037806 0.73919883243646722 1.8950000000000002 67.101817708733705 1.5000000000000002 5.5853578489094238 293.75750084039072
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 8 -8 -5 12 11 -2 16 -4 -14 20 -9 18 -18 24 -16 22 -15 -24 -20 -26 -6 -3 29 -29
right_child=2 27 13 4 26 -7 7 9 -10 -11 -12 -13 14 21 15 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0061999226985635569 0.039059582130453553 0.0048247989696669309 0.0030350462161229329 -0.0012421810463792095 -0.087982454735312896 -0.0065363380183114331 0.058089922693259077 -0.096290428615386017 -0.035169500626798654 0.023401489741613393 0.011171619585464676 0.17113288537990104 -0.057119687625250576 -0.081284983098948743 0.025862441227328239 -0.0019294590576481034 -0.056592685065001994 0.0047043923064261656 0.027945508910864177 0.20579970839778139 -0.085630348420334956 -0.0060710847130975966 0.029434778022948818 -0.038816756178117931 0.17817024177757707 0.053381582888050255 0.0061126691849799492 -0.0046600606977455486 0.0018667600459043511 0.016789334826780477
leaf_weight=2189.5627386389533 79.068367673200555 5335.6994779394008 1529.6034008711576 4746.8530205342686 8.8668908211402577 3620.3550176424324 46.675090400502086 6.4140726681798688 98.810663952026516 276.39306067978032 432.02209668693831 5.5954544891137621 25.790416389238089 9.842091204132883 165.96475294127595 1563.2416166348848 13.279144337400792 189.77806926285848 119.16292885621078 3.598627960542216 6.913519204594194 5802.4660904508783 146.73432614468038 19.734707124531269 7.6927169563714441 21.939756657229736 2670.9455267992453 4393.1840426962299 14090.811096845719 224.2563528950559
leaf_count=24903 609 30211 8603 57633 77 43024 200 61 1504 2023 4274 18 304 153 1057 12234 89 1121 825 30 66 31156 1262 308 54 113 17406 87806 225082 9761
internal_value=-3.27506e-06 0.000829677 -0.00101408 0.000418854 -0.000217954 -0.00169608 0.000706865 0.00593679 -0.00193401 0.00492259 0.0171716 0.0477883 0.0025177 -0.00370677 -0.000447869 0.000394003 0.0169569 0.0190005 0.0353766 0.0433905 0.0214038 -0.00543158 0.0156147 0.0213436 0.0394626 0.0857773 0.00580133 0.00146983 0.00051297 -0.00361832
internal_weight=47851.3 26233.5 21617.7 14109.4 13592.7 10912.9 7292.51 2446.84 4845.66 2400.17 516.686 84.6638 2123.78 7508.38 1761.91 1736.12 361.865 355.451 165.673 152.394 172.878 5978.78 176.311 166.469 148.795 29.6325 2679.81 24044 18708.3 4617.44
internal_count=561967 377763 184204 142722 137821 120338 77314 18177 59137 17977 4901 627 15954 41482 13661 13357 2293 2232 1111 1022 1123 32879 1723 1570 992 167 17483 352860 322649 97567
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=31
num_cat=0
split_feature=1 8 22 29 41 33 43 30 49 32 26 25 21 0 16 49 9 8 0 18 25 0 47 21 37 41 25 23 25 1
split_gain=16.088 19.3616 17.9612 17.5823 22.5022 26.8354 17.3938 23.3746 28.4286 31.8887 16.8805 60.848 55.529 53.5587 79.0836 44.5458 42.2247 38.7064 57.584 40.6991 37.4449 37.3786 37.3774 35.8458 35.1812 33.7164 29.7976 28.3353 27.6476 27.8326
threshold=3.5000000000000004 1.7150000000000001 20.895191159396301 29.121071723808114 3.0969122662813704 412.03259007714473 8.2867420349434742 2.1021327777524497 0.27321698784393661 0.051239860607803674 20.585333041747401 29.274001934581317 4.7394504173283574 6.4500000000000011 16.45851857771893 0.28443186120127911 3.4350000000000005 1.8050000000000004 3.9500000000000006 16.555837548841584 8.7745507817569841 4.1500000000000012 1.3873052523496567 10.278605518967828 0.23461650795140424 12.920480220004675 62.243174426672702 24.226091587201996 15.015771572349337 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 6 5 -5 -3 8 -8 -10 11 -1 17 14 16 20 21 18 19 -12 -16 -14 24 -15 -17 -20 -13 -27 29 -24
right_child=1 3 -4 4 -6 -7 7 -9 9 -11 12 26 13 23 15 22 -18 -19 25 -21 -22 -23 28 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00020495579570986764 -0.042298674869034825 0.01673096694404317 0.060752524075265546 -0.22039520729615256 -0.0098610196875578131 0.0096427654096303758 0.030629937160008693 0.0088860969616259052 -0.2335839080448916 -0.049377592419664128 -0.1494550074987808 -0.017667953366287605 0.030360698656879716 -0.033845743650131974 -0.012882821222878494 -0.031406580928929659 -0.027528170077307814 0.0042131128027814106 -0.11209547465641397 0.007252953487435535 0.023982125343500298 0.010760682441105644 0.017921142069833751 -0.0022431174709314551 -0.0048959543261891912 0.053063642937995328 -0.075406571110697457 -0.071504412908320256 0.016788168085834613 -0.024900795086059222
leaf_weight=43466.029001670046 4.9563739243894807 279.7686795857735 28.785281678661704 2.8945965464226893 49.815556367393583 2.2558081280440092 10.143594000488518 77.421025746501982 2.6202237159013775 22.736146968789399 4.5349513245746484 298.94917114355485 525.5226224521175 100.862503929995 89.489403656683862 170.21771789807826 46.397377382032573 71.870191468391567 32.281111445277929 47.971119192894548 299.12554585561156 452.86786465765908 59.879664574749768 812.87503491854295 472.59793812222779 6.8272826075553921 24.150575278443284 13.777877124026416 272.83149440959096 103.59040091186762
leaf_count=532888 32 1466 71 35 256 9 31 421 29 143 43 6376 1805 571 514 1350 301 291 253 187 1482 2076 184 4932 3443 14 896 85 1190 593
internal_value=-3.23016e-06 0.00909117 0.0456151 0.00633821 -0.0201477 -0.119642 0.0100455 -0.0065181 -0.0401127 -0.0684127 -9.56468e-05 -0.000365651 0.00320369 0.00462355 0.00841965 0.000977689 0.0190783 -0.0240801 -0.0433742 -0.00628192 0.0154929 0.0212884 -0.00424959 -0.00573156 -0.011916 -0.0801997 -0.0219837 -0.0302302 0.00704552 -0.00921497
internal_weight=47854 481.397 33.7417 447.656 54.966 5.1504 392.69 112.921 35.5 25.3564 47372.6 43789.1 3583.52 3406.26 2492.52 1467.73 1024.79 177.263 105.392 52.5061 388.615 978.39 1079.12 913.738 642.816 52.8863 323.1 20.6052 436.302 163.47
internal_count=561967 2493 103 2390 300 44 2090 624 203 172 559474 540160 19314 18441 12938 8756 4182 873 582 230 1996 3881 6760 5503 4793 352 7272 99 1967 777
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=31
num_cat=0
split_feature=7 32 45 30 31 20 40 49 0 12 31 45 9 8 27 35 13 26 26 18 36 47 26 19 16 26 40 9 13 29
split_gain=15.7685 32.0181 44.2266 34.5362 66.1521 62.3225 45.4668 40.4726 36.5389 35.8109 32.4201 37.187 39.7698 31.4089 30.0311 30.0043 29.8795 44.8998 116.014 29.8768 34.9143 34.4969 31.8015 134.519 30.107 29.0451 28.1236 36.1801 38.377 28.1116
threshold=1.675 2.0653825344536547 -0.48918876952902374 0.14117090435225399 -0.025368162717370937 11.803022058727263 0.073928146407763698 0.13484809620733118 3.6500000000000008 564.16975021451674 -0.043791284360444042 2.6716756306361291 1.2550000000000001 0.70500000000000007 2.5832761063302505 10.277606354736308 14.200473753392428 4.1416099778263105 3.7999795192696255 29.163480619698017 682.54145284797085 0.74323806765925704 1.1875542069335607 11.821736871143415 18.899420142426827 6.8047665319127617 0.26928819517093155 2.8350000000000004 15.43253588129499 16.335103736088733
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 5 6 -1 14 25 19 -8 12 -12 -2 -5 -11 -3 18 -18 -10 22 -22 23 -21 -24 26 27 -9 -29 -4
right_child=13 2 29 7 -6 -7 10 8 9 15 11 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.029230377566341611 -0.044707804497833702 0.029645925924019524 -0.021355912449249465 -0.0017871430043530174 -0.0054171474230620322 -0.060389304251825926 0.01698991554529479 -0.044983122444694379 -0.0022795700854675773 -0.053585387269199883 0.10268861435635689 0.31149700490623577 0.00083234579552801983 0.00032725753528539962 0.057366473905017715 0.05641085892726392 0.11643907240232827 0.041864354573369955 0.67051317790683262 -0.051112412806005342 -0.052467828538046934 0.0095607992751855948 -0.040384707730678003 1.5170073407583589 0.036215352096664315 -0.0078680992692495809 -0.011232101346401874 -0.024327880330644008 0.20159190004165883 0.022267549252741669
leaf_weight=50.773080771556124 38.750618844293058 43.435427004355006 70.601762271893676 47.434945326705929 1477.1888453331776 27.60540325238253 581.92509925412014 204.97048399026971 948.18347593193175 7.4147350144339716 20.125942225044128 1.4574385965242971 18.294762395322323 43381.535941317328 39.176419209630694 37.832061575492844 5.9674899429082897 10.683431494049726 1.1224462171085177 0.65693664358695869 27.307666872045957 125.10092899267329 178.70721218088875 0.17271830525714904 13.819676310755311 270.5105049724225 127.33087395457551 4.8011558720609164 3.0892884923960082 77.435699936992023
leaf_count=3098 5026 493 1018 849 27035 1054 16291 9170 12427 174 281 6 601 467940 576 885 161 80 17 144 1003 2557 5698 5 84 2371 1233 137 76 1477
internal_value=-2.65016e-06 -0.00284669 0.0162437 -0.00379465 0.000583016 0.0132417 0.0162638 -0.00847512 -0.00996067 -0.00533862 0.0199786 0.0635917 0.0541878 0.000287066 0.0249695 0.0383854 0.0519926 0.106604 0.204158 -0.00686757 -0.0194491 -0.00155312 -0.0335552 0.27534 -0.0348863 -0.0200963 -0.0298197 -0.0409386 0.0641249 0.00146273
internal_weight=47843.4 4423.13 209.246 4213.88 2177.37 700.182 672.576 2036.51 1949.9 1339.2 621.803 39.8781 38.4207 43420.3 86.6114 45.2468 61.2088 17.7734 7.08994 1293.95 345.765 152.409 193.357 0.829655 192.527 610.702 340.192 212.861 7.89044 148.037
internal_count=561967 89001 3246 85755 48366 21331 20277 37389 35964 22977 17179 888 882 472966 1425 1059 751 258 178 21918 9491 3560 5931 149 5782 12987 10616 9383 213 2495
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=31
num_cat=0
split_feature=33 12 26 0 21 21 0 26 21 26 0 22 14 34 22 35 19 8 42 9 17 33 25 41 35 20 40 23 49 16
split_gain=15.7983 64.8991 55.1177 78.8702 122.943 79.118 67.6579 53.5959 48.0952 56.9126 59.0271 47.6723 47.837 47.2451 46.0943 46.0117 57.7695 45.5891 44.4213 42.2005 41.0765 48.5334 43.3669 40.8094 40.0216 39.8155 38.8547 48.2302 37.7159 45.0143
threshold=186.2905456327488 37.912180999993318 5.6288996931682478 7.3500000000000005 6.1348888432380937 7.3337964438597361 3.7500000000000004 11.163838134882687 14.997231012355522 9.8102451457301019 13.750000000000002 57.807006210640957 4.2544021651700268 0.61422866358223749 16.715133259976053 3.1434135850622074 63.343483583797017 2.6150000000000007 14.057071986852863 1.6250000000000002 61.682659373982055 22007.569215382013 1.2801819785837212 12.103816146280696 4.337352435245414 6.1745082915344041 0.19855005647126536 36.773907340436992 0.28978649054176825 5.462148349162729
decision_type=2 2 2 2 2 2 2 2 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 28 5 -5 6 -4 24 9 -6 -11 18 -13 23 -12 16 -9 19 -8 -2 21 22 -3 26 -7 -24 27 -14 29 -1
right_child=1 20 3 4 8 7 11 15 -10 10 14 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011835737989268465 0.0046857182205775833 0.023912989233262641 0.02330564353902111 -0.040095610098498061 -0.00043943252502216432 -0.0052145812051998868 0.022402851012580549 0.0026585894300884313 0.010254609161401381 -0.020593951283540479 -0.32945321005349698 -0.032072166558653921 -0.0052729073825457289 0.14309733111886133 -0.084175597834107732 0.016645301826001189 -0.069757800639249717 -0.012506428017286695 0.0028404804834615462 -0.0093287830948188613 -0.00064779552986520743 -0.058504203404171319 -0.0019064003229874939 0.044892592744837451 0.0074795654722704082 0.0093170096923448405 0.0097766182083670588 -0.067033933524564035 -5.7376852777575986e-05 0.008759812382516094
leaf_weight=1443.1828743864899 1166.0033626728109 300.48167088598711 1009.7857092357008 222.09767829615157 806.51725764130242 2178.5319041243056 577.30373477609828 632.21764256153256 642.75883796717972 246.05356851639226 2.1617452544160214 128.82458504696842 102.41176211403217 5.9310295567847779 16.812155511695892 960.16024751006626 28.794374514371157 1822.302071046317 583.50388513912912 995.99909839272732 20351.28705037231 29.631546374410391 1491.8141360254958 46.374532562680542 868.41754958103411 1680.2204150933248 191.23526264284737 45.723384969169274 8935.8657491325575 325.06041072064545
leaf_count=23998 11612 3159 7236 2122 4382 13666 2943 3145 4153 1497 36 1436 1717 30 150 4508 244 9776 3634 10483 286615 225 17834 177 4636 11805 2008 1056 124744 2940
internal_value=-3.57806e-06 -0.000773747 0.00106843 0.00388512 -0.00509341 0.00624761 0.0130757 0.00231133 -0.000558683 -0.00704496 -0.0271466 0.00693162 -0.00564166 0.00305149 -0.112121 0.00965618 -0.000495944 -0.00668081 0.0125694 -0.00177053 0.000212926 0.00521465 0.00575837 0.000898213 -0.0015966 0.00403862 -0.00511356 -0.0243361 -0.00137764 -0.00804961
internal_weight=47837.5 27837.7 19999.7 9295.62 1936.4 7359.22 2691.09 4668.12 1714.3 1071.54 265.027 1681.31 520.501 391.676 18.9739 1621.17 661.012 3984.3 1160.81 2162 23853.4 3502.15 3472.52 385.745 3046.95 3172.03 339.37 148.135 10704.1 1768.24
internal_count=561967 351509 210458 58776 12340 46436 20237 26199 10218 6065 1683 13001 6424 4988 186 7897 3389 31871 6577 22095 319638 33023 32798 4958 18302 29639 4781 2773 151682 26938
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=31
num_cat=0
split_feature=34 40 33 20 26 39 0 22 23 45 8 26 40 24 24 39 37 21 23 8 30 46 26 24 21 36 12 29 12 17
split_gain=16.2964 47.1529 42.9957 67.3427 77.5401 45.0697 82.5125 61.2024 59.9263 54.8722 59.7129 50.1032 51.027 40.378 54.0713 44.8884 75.0324 39.6876 50.2735 42.0672 39.6191 38.3527 38.1784 36.9969 36.8615 36.6252 36.1558 52.4882 36.0514 39.9205
threshold=0.16265717994395917 0.12027212024446188 316.54390545092184 3.1173544385099987 3.3882892127024706 487.68975479565898 5.0500000000000007 216.32262972187766 29.288187255938901 -0.54416884128456322 1.5250000000000001 11.657225158409478 0.092600633062448062 9.867430785737815 10.132915870905718 627.65337856637336 0.082331686195139211 4.701661751824922 12.349150419396581 0.88500000000000012 0.23582046892146097 0.0026135386596243715 6.2701885942046616 4.0537721657280832 3.0473366802287667 253.75227858927053 121.44680922578856 8.2061507691060509 70.572654194499464 78.64155861156452
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 7 8 -2 9 22 11 12 -11 15 -15 -14 -17 18 19 -8 -4 -3 -7 -6 -22 -9 27 -16 -5 -30
right_child=2 21 3 28 23 6 17 25 -10 10 -12 -13 13 14 26 16 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0023516645220584349 -0.00026330473302634504 -0.0086203851500432915 -0.033437156338141219 -0.0097984644970706258 -0.077242041839687872 -0.023957125699372844 0.26409018826088138 -0.056997935648449738 0.0025021055793779 0.011185455743342801 0.020390216667579227 0.00075395456763857171 -0.022158420760572929 0.29521174474772871 -0.011057478213589491 0.52306251204087784 0.06997585858179213 0.00016266088888523266 -0.043486499315737344 0.0054925989013997634 0.05990446518704462 0.0041179797027901636 0.017019594613080408 -0.02871314193347746 -0.0075426156038189392 -0.013973103780354559 0.2175571617627659 0.11439976330843743 0.010896952036477949 -0.0027552524219526496
leaf_weight=5670.2791752913618 22845.396357822261 629.67485828162171 33.900119645288214 1421.0352563723573 45.409028712194413 94.287904158351012 1.6160906101576973 63.541572294547223 722.99454392172629 30.778411928447895 546.01711729378439 34.925559071823955 14.64171648037154 3.8037451965501523 10.837101350771261 0.93917909706942637 33.745265330770053 1211.0182367626694 121.07716863325913 58.521194726345129 46.884139105852228 9593.7923708409071 143.13879708317108 290.68963783903746 35.669424614286982 223.24596031714464 5.8217185488902023 36.138331378460862 642.37453501176788 3217.3661973110866
leaf_count=124855 224691 5955 896 9416 761 1217 23 2766 8593 857 3347 197 543 27 243 10 460 9164 3098 548 673 119259 729 4319 461 4927 85 390 3879 29578
internal_value=-3.06369e-06 0.00130519 -0.000654154 -0.00457619 -0.023087 0.000204021 0.00589594 -0.00055146 0.013362 0.0215829 0.0284764 0.0542013 0.067856 0.0843223 0.11314 0.0512541 0.0822445 -0.00310294 -0.0249262 0.012442 0.0120735 0.00333341 0.000746745 -0.0352697 0.0307622 -0.0235058 0.100023 0.0854571 -0.00298984 -0.000483124
internal_weight=47829.6 15893.7 31935.8 5733.33 452.552 26202.5 3070.3 23132.2 1678.07 955.075 717.648 171.631 136.705 105.927 56.6009 49.3262 34.6844 1392.23 181.214 60.1373 116.454 10223.5 237.427 336.099 82.5536 286.788 52.7972 46.9754 5280.78 3859.74
internal_count=561967 250069 311898 49983 7110 261915 29531 232384 16698 8105 6159 2812 2615 1758 745 1013 470 12833 3669 571 2030 125214 1946 5080 1134 7693 718 633 42873 33457
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=31
num_cat=0
split_feature=32 31 12 26 33 42 36 7 30 49 19 20 38 37 47 17 36 8 32 28 30 37 0 25 42 45 13 47 13 49
split_gain=15.5772 32.3904 32.2152 39.2271 34.5272 48.6316 36.162 35.5909 47.0718 37.7883 43.5246 34.4426 33.5595 49.118 43.6576 41.803 39.203 62.2863 50.2199 49.6392 48.1355 44.2196 66.1229 64.5825 55.1955 57.8299 42.7722 47.5119 54.3663 45.8066
threshold=0.083589290972365657 -0.61522904207182127 338.70571240773245 3.3657448028044121 1315.3156196670334 26.048940762524357 174.1225027432009 6.2150000000000007 0.66768125572970261 0.8385255231472496 97.278230307529455 4.3906846173881293 17.001304947901001 0.051591893284045849 5.6852098110163283 781.41030097622695 1183.6924430423512 1.5350000000000004 4.2812187381144007 0.70489937804962521 1.0160838613968788 0.098173911761183175 5.7500000000000009 5.3382809186785183 4.4826580427837728 -0.39887686061007382 38.95303138681259 2.5879539953658726 37.237976266915055 0.14687108914177552
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 12 -11 -5 13 -3 -14 16 21 18 19 -18 -21 22 23 -15 -25 -26 27 28 29 -22
right_child=1 2 3 11 5 -7 -8 8 -10 10 -12 -13 14 15 -16 -17 17 -19 -20 20 26 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0027427267230909543 0.022076378202715706 -0.072708912011811122 0.017924220117186456 -0.011785893976245014 -0.074660747476566869 -0.057710363246693021 -0.0044913093964125753 -0.011763640788564622 0.0065346331639853407 0.0060655533523255624 -0.082010276415517586 0.0050244440706510574 0.017587421616791696 -0.01205942396699481 -0.0037370316707077988 -0.0096663720332602759 -0.013026535792910769 0.002435364130150326 0.14194183744011266 0.010256373752132831 0.38559331126465335 -0.00076478732126488607 -0.028679040768284387 0.18343681614350832 -0.019041234004068125 0.04152469632085528 -0.037127466105224216 0.020209840215992564 0.34876331944758299 0.077900588027171203
leaf_weight=4682.0643349664751 169.98903032601811 23.924848873401061 504.17233843659051 355.19119988544844 18.510540406918153 44.711247460450977 2273.061400939594 390.38235435681418 3525.4687600245816 2499.9779540736345 14.106035480042918 2143.8589459049399 552.32683430600446 424.52265507157426 424.47947148536332 1341.6569256206276 70.675033055944368 1821.3780819051899 9.220066409558056 102.83175924152602 1.2320924514206115 25778.386014542542 358.83526890928624 5.2698056331137186 62.556403870839858 106.53066621202743 10.883799131959675 35.803822051733732 1.9889153763651837 66.19453525391873
leaf_count=72581 1232 627 15539 6584 288 380 23374 3247 24407 23907 192 18507 5343 16395 3280 14718 2430 10457 63 2120 34 304333 7473 59 1366 1752 226 248 21 784
internal_value=-3.54394e-06 0.000293758 0.000207582 0.00520186 -0.000167721 -0.00606576 -0.00505811 0.000198476 0.00471043 -0.000325602 0.00557138 0.00263518 -0.000800798 -0.00109561 0.0083207 -0.00103888 -0.000637748 0.00590664 0.0270642 0.0234069 0.0351681 -0.00115673 -0.0117064 -0.00153674 0.0240838 0.0191174 0.0572322 0.0669927 0.0911228 0.0835231
internal_weight=47820.2 43138.1 42968.1 3003.22 39964.9 2336.28 2291.57 37628.6 3915.85 33712.8 2514.08 2499.05 31198.7 30221.9 976.806 30198 28856.3 2120.21 298.83 289.61 218.935 26736.1 957.715 598.88 174.357 169.087 116.103 105.219 69.4155 67.4266
internal_count=561967 489386 488154 40630 447524 24042 23662 423482 27654 395828 24099 25091 371729 363106 8623 362479 347761 16383 5926 5863 3433 331378 27045 19572 3177 3118 1313 1087 839 818
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=31
num_cat=0
split_feature=45 38 17 28 31 27 20 21 49 37 38 8 40 16 31 22 25 16 25 39 13 7 26 42 26 41 21 12 34 8
split_gain=15.3569 28.7722 31.7088 27.4307 31.0457 20.9038 30.1275 25.8826 20.8414 20.5665 52.0249 45.824 38.6615 40.3613 38.0056 38.9245 36.2756 42.2663 39.6583 37.6754 37.2701 37.7306 34.9655 34.8598 42.382 37.8029 41.759 47.8923 33.8143 34.8982
threshold=5.2908005714649811 4.2432041965143226 204.40517685731479 4.4645859575691071 0.38340930133508394 2.4011886543069081 9.7490276123232817 2.97328073877858 0.32614118644576856 0.2830849910998316 4.5261829476986639 4.0150000000000006 0.30875469126918281 1.7182142539308149 0.50015607258192463 37.875771093345811 2.0705179605735693 11.130278177285421 9.6402651035678506 67.920681224215386 49.577168031649173 1.3750000000000002 5.5016283057421083 13.043066144652794 7.298485409650076 7.4381241295689415 3.7440223305383618 87.34136589872864 0.17315822529031233 2.2550000000000003
decision_type=2 2 2 2 2 2 2 2 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 8 6 -4 -7 -2 10 11 12 13 -1 15 -13 -15 18 19 -18 21 -21 -19 24 -20 -25 27 -27 29 -23
right_child=1 2 5 -5 -6 7 -8 -9 -10 -11 -12 14 -14 16 -16 -17 17 22 23 20 -22 28 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.051031651050969663 0.04434312999505368 0.021013337827688404 -0.079850412038744212 -0.0017872996509812594 -0.04876799531843698 0.096324868702596503 -0.012289742356593544 -0.0024327381395568195 -0.026196265409156712 0.002148262802144859 0.00039162593529832923 0.00033494553515277297 0.0060886411726842078 0.0035208574944673452 -0.0011278142357218377 0.036724544254298462 -0.034505604962051323 0.045074832153085796 -0.045774874850011166 -0.036471320123597425 -0.036573777560094368 -0.0085706218455604416 -0.001039798531206832 -0.031420562523762692 0.017832741249869843 -0.058952537435878943 0.0031024268875253103 0.33763980704054086 -0.0086245204529025576 0.015321858583387464
leaf_weight=54.007286681269761 17.061619658023119 131.02789430238772 21.675141504500061 114.57600306347013 107.09078467078507 7.0404126916546366 69.128349255421199 115.06842373032123 27.109439656604081 9715.5426442153403 31339.594285339583 135.20905160158873 539.45573821070138 635.92858443642035 728.76546441065148 160.97982572996989 135.13585094246082 43.925176524557173 35.816594269563211 97.33438184671104 104.38726687431335 265.96685622812947 640.4085141189862 523.64905593352159 97.41530402097851 1.2159631070098833 40.586009362421464 2.0355535513954237 1543.0985888814321 359.30290267849341
leaf_count=1514 67 796 246 813 906 51 503 692 258 66555 419089 532 2937 6681 3475 667 1453 257 2240 1836 2202 7771 5482 11122 906 55 475 15 20646 1725
internal_value=-3.67429e-06 -0.00788771 0.00166084 -0.0202416 -0.0342202 -0.0102488 -0.0284167 0.00326132 0.00105045 9.81803e-05 -0.000433181 -0.00463997 -0.00657193 -0.00806309 0.00501026 0.0201128 -0.00755039 -0.00936016 -0.011768 -0.00882695 -0.00736282 -0.00601699 0.00192015 -0.0222831 0.000733171 -0.0276867 0.0169151 0.189327 -0.00464995 0.00515887
internal_weight=47809.5 609.778 343.94 265.838 151.262 212.912 90.8035 122.109 44.1711 47199.8 37484.2 6144.62 5119.67 4580.21 1024.95 296.189 4526.21 3890.28 3205.94 2505.23 2370.09 2265.7 684.334 700.718 133.232 567.487 43.8375 3.25152 2168.37 625.27
internal_count=561967 4332 2288 2044 1231 1492 749 743 325 557635 491080 71991 67317 64380 4674 1199 62866 56185 50446 35633 34180 31978 5739 14813 3146 11667 545 70 30142 9496
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=31
num_cat=0
split_feature=34 37 36 33 26 33 22 21 47 46 20 49 38 26 39 34 15 29 27 22 36 40 37 32 46 7 19 0 0 20
split_gain=15.7356 32.625 41.4755 45.4825 50.7742 38.1012 39.0134 36.7653 36.2327 63.8307 37.6996 33.9111 33.3997 31.8854 35.9333 31.1169 30.871 30.1795 35.0773 29.981 32.9842 38.4284 35.368 35.2274 29.837 34.152 34.3294 40.6558 37.8385 63.8544
threshold=0.25640244475855051 0.25074187495221295 140.10498187744051 116.07116438520126 2.3067818774107374 858.62225169361272 52.888146986184964 1.7810250017274802 0.28213260754512487 0.069455587092997137 4.8194111176839751 0.1820358513592388 2.7372554057897385 4.1689571540517898 119.34399954089044 0.14195815999043218 0.55737793545424885 19.014695786220408 1.0166706805481729 126.68233764467969 94.071751754192377 0.38175957024589929 0.17056591157259834 -0.33074469702682385 0.035634160100318717 5.0550000000000006 17.855548409199688 4.8500000000000005 5.2500000000000009 4.6001185395618638
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -7 13 9 -4 -10 -9 -5 14 -6 -8 -3 19 -19 20 21 -1 23 -22 -2 26 28 -28 -26 -30
right_child=24 5 3 12 7 6 15 11 10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.026609395522078395 0.0023992325264486445 -0.033658295046675946 0.028727361936087815 -0.041717311219111215 -0.031514808328907913 -0.026571538792442752 0.016196523384857203 -0.015145529157878621 -0.024459744931775343 0.40481497501340447 0.0064268140346680561 0.009504633647819033 -0.00018299602562498835 -0.0093972107525629282 0.10658401233783446 -0.014201163140530496 0.0071706520679979645 0.21659125843900534 0.0048556503202431562 -0.049173476383058135 0.10023782571777805 0.054308898970002878 -0.001424657501524 -0.049237386681722617 0.0019174881457136477 0.0025697400359225063 -0.014196013221605873 -0.0032415943758990389 -0.019862157647115412 -0.00043409342966702731
leaf_weight=326.09714414784685 3848.0147528935922 46.915663723135367 29.835646801628176 48.498215837928001 5.7652684939093914 181.35552801005542 182.3711444453802 148.05494708305923 267.23175917606568 1.1725543588399876 156.74366427527275 2420.7493258912582 24557.840071936196 13.987302972469477 25.743781708646566 156.37931878538802 3511.6089678735589 1.9691558221820731 293.75887326290831 50.727999221649952 4.2115192144410676 15.36359618976712 756.53043067769613 61.522637944144662 3015.343700548925 2362.8426782635506 1514.8666520166444 1921.1832173763542 645.47345690912334 1226.7104558512801
leaf_count=6352 26633 347 531 592 134 1157 1134 1771 6808 6 2593 23439 353948 84 329 1272 24086 36 6954 1982 51 39 12456 2732 30228 13981 14241 13009 6542 8500
internal_value=-3.58289e-06 0.000596086 1.07213e-05 0.000451018 0.00619018 0.00478483 -0.00785587 0.00887301 -0.00922515 0.0429489 -0.013041 0.0080839 -0.000264859 0.0534272 0.0813158 0.00216387 0.00663236 -0.00805817 0.00626553 -0.0115461 -0.00990588 -0.0229686 -0.00448135 -0.0396607 -0.00137602 -0.00273543 -0.00424143 -0.00807112 -0.00154907 -0.00713231
internal_weight=47798.9 33264.4 29185.8 27675.6 3069.28 4078.63 520.106 2614.3 454.984 31.0082 423.975 2568.8 24606.3 45.4964 31.5091 338.75 3558.52 1510.18 295.728 1214.45 1163.73 341.461 822.265 65.7342 14534.4 10686.4 8323.58 3436.05 4887.53 1872.18
internal_count=561967 448833 420837 390235 35695 27996 3563 25757 9938 537 9401 25210 354540 547 463 2406 24433 30602 6990 23612 21630 6391 15239 2783 113134 86501 72520 27250 45270 15042
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=31
num_cat=0
split_feature=24 31 21 49 23 0 28 0 8 26 21 17 26 19 9 19 16 13 15 8 26 40 38 27 22 34 33 27 46 24
split_gain=15.471 48.0404 33.0485 46.1228 37.8122 35.1535 32.9826 31.8789 57.4974 46.2037 60.7607 44.415 44.8496 41.3333 49.1663 90.8542 40.4323 37.4728 40.7596 38.9654 36.609 36.2759 35.1956 35.0561 34.6437 33.7281 41.217 32.8883 32.8682 35.6294
threshold=19.283047696957457 0.74769084722388002 14.617732529224595 0.73919883243646722 13.032118347460049 7.1500000000000012 0.16618706563752858 5.1500000000000012 1.4450000000000001 5.106798972063916 8.3878217334086855 161.74505131201656 7.298485409650076 13.71822736351057 1.0950000000000004 13.593095419298601 4.8192452721717469 20.87887785068019 30.996855426552223 0.94500000000000006 17.188171244277232 0.21777225522560059 3.6672157775326144 5.4412883448605518 360.1323271664981 0.27297151265311975 156.09873356112698 4.5483609291996947 0.0079414531649381892 26.302837973936786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 9 -9 13 11 -11 16 14 15 24 -13 19 -19 22 25 -18 -16 -10 -6 26 -12 -27 29 -15
right_child=1 -3 -4 -5 7 -7 -8 8 23 10 20 12 -14 28 17 -17 21 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.030608931361767247 0.022968447312969861 -0.0031411174800725413 0.0096136570999351724 0.013542822946400726 0.014283201661164445 -0.021274894123367836 -0.000396623196232368 -0.032015939688893408 -0.0090447834894307848 0.0016575747761568558 0.04102356780316127 0.023269979693100962 0.029354392266824 -0.035377563960318388 0.57910673817252412 0.62868192885060759 -0.043207606575506957 -0.057975166843611696 0.3258132554214786 0.0083812931480504657 0.015291615425317691 0.028389819510766419 0.10964060820200699 0.0090569257763551785 0.21818695862896231 -0.017656009383907486 -0.010460678978351626 -0.071684213949833528 -0.033948569313976766 0.068848390246001326
leaf_weight=90.552772747876588 281.61655094567686 3366.7664297601441 1973.7143233325332 723.30765590502415 7.2228275963570887 53.411720845266245 37595.901928512234 204.02259750739904 854.40700907248538 557.57833451626357 43.00673232646659 92.050475058727898 455.77081858925521 15.447767441568429 0.42749561881646414 0.79333561891689974 65.561845764052123 25.81789054279216 0.7108569802949195 39.988860914309043 154.8718118686229 24.229641684796661 6.0373774574836716 389.34416790003888 2.9274005842162296 91.759158994304016 404.6217616944341 40.643096599262208 201.01489194855094 17.475832889205776
leaf_count=8737 2075 20066 11128 7840 234 426 455534 8938 7831 6560 233 1439 2951 510 3 3 2118 1716 21 1121 680 312 202 2955 61 1006 4919 478 11465 405
internal_value=-3.57427e-06 0.00173483 0.00417489 0.00191692 -0.000169319 0.015915 -0.000469217 -0.0016274 -0.00741389 0.00209932 0.00500834 0.0119648 0.0209782 -0.0155644 0.014538 0.113367 -1.58522e-05 -0.000281221 -0.0476913 0.0267937 -0.00630513 -0.0238875 0.140684 -0.00337822 0.0730905 -0.0120716 -0.00551424 -0.0342409 -0.0263637 0.0199455
internal_weight=47781 10094.5 6727.78 4754.07 4030.76 335.028 37686.5 3695.73 1447.77 2247.96 1930.09 1195.19 637.613 317.865 83.926 10.9436 181.842 72.9825 26.5287 46.4537 734.903 89.7915 6.46487 1243.75 10.1502 580.031 447.628 132.402 233.938 32.9236
internal_count=561967 97696 77630 66502 58662 2501 464271 56161 19724 36437 20696 13380 6820 15741 3361 298 3869 3063 1737 1326 7316 2430 205 10786 295 6636 5152 1484 12380 915
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=31
num_cat=0
split_feature=22 39 17 0 8 23 12 34 13 8 34 22 25 26 38 37 47 40 18 0 19 47 34 20 45 22 46 38 37 17
split_gain=15.7583 41.2707 33.7754 40.516 32.8999 32.4047 34.436 29.2365 31.8502 29.0362 26.9062 26.749 26.6787 30.632 24.932 73.8753 58.7448 34.4731 39.6643 29.6271 28.0102 38.0487 48.807 32.3796 39.1478 30.4357 35.2079 27.4321 45.0103 29.5855
threshold=834.49849046153543 3328.3191170290825 686.16303143604171 5.6500000000000012 29.785000000000004 144.69897477169351 924.97258420732817 0.43658430971276591 392.99879078955411 1.7950000000000002 0.24427125508645672 571.27649296120524 62.243174426672702 24.724076470261334 18.55293795391318 0.063131720424749155 1.9731789334839605 0.048285431174104491 35.538568529034173 4.9500000000000011 6.3478905243511781 1.8582378376953992 0.029628195140607713 7.6867581525072799 0.21747889464353157 237.13948759531777 0.0066236133626107509 14.588952517287753 0.075683138260730184 781.41030097622695
decision_type=2 2 2 2 2 2 2 2 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 12 11 -8 -9 -5 -11 -7 14 -14 15 16 20 18 19 -16 23 -22 -23 24 25 -1 -27 28 -17 -30
right_child=1 2 -4 9 -6 6 7 8 -10 10 -12 -13 13 -15 17 27 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.050040936771591417 -0.020506436686000825 0.022197859211626699 -0.0076480097902032742 -0.052867617934391625 -0.079499120775369664 0.014056097217281089 0.027439825770988153 0.18557475416944733 0.037763188366586181 0.010299097699476862 -0.048316507534508044 -0.028117522928183078 -0.07409123164190054 -0.0070492431900398044 -0.032006630810974233 -0.014514660856761464 -0.042272991335823983 0.0098153723363235395 0.0068323288541730191 -0.0024989474787728964 -0.016543172216440413 0.35877671894810831 0.037795645899441115 0.17861622326233118 0.084145279030132455 0.15296145853837539 -0.054025039066899386 0.0098005003962221057 0.00035387890059474414 -0.006161390775638001
leaf_weight=20.031835567730017 334.97252409823705 317.54540206014644 706.88550896279048 32.807415750343353 8.15705319913104 320.12830944609595 30.025694240117446 7.4969991669058782 7.092134777456522 108.16471226792783 23.904596462845802 42.601544772507623 25.588198897021357 50.990819202270359 156.334146192763 535.80909775162581 177.40380444179755 1445.4084424423054 431.30737479485106 186.60385228658561 280.63118340034271 1.3025632351636875 13.044475526665336 3.3678944048006079 14.606935338582842 4.7524763820692879 3.6188499382697046 709.23820149811218 39952.05866675463 1821.8796945665381
leaf_count=1031 8607 2087 5870 408 107 2209 154 18 44 519 180 476 903 328 2839 12915 2832 12552 4968 1929 6373 7 149 97 402 78 571 7453 467751 18110
internal_value=-4.02016e-06 -0.00499234 -0.000652508 0.00942745 0.0196509 0.000161293 0.0142014 0.0556536 0.11372 -0.0107683 -0.00031035 0.00910293 3.65124e-05 -0.0294507 8.58619e-05 -0.000177666 -0.0189334 0.00525488 -0.00325893 -0.0159505 -0.0068037 -0.0124829 0.0669374 0.0293176 0.0176268 -0.0165818 0.063483 4.8506e-05 -0.000114967 6.97295e-05
internal_weight=47773.8 1532.44 1197.46 490.579 325.702 46241.3 407.345 44.6148 14.5891 164.877 132.069 362.73 45834 76.579 45757.4 43537.7 518.76 2219.65 774.245 342.938 341.356 294.978 14.347 46.378 43.0101 28.4032 8.37133 43019 42309.7 41773.9
internal_count=561967 17778 9171 3301 2194 544189 2901 216 62 1107 699 2685 541288 1231 540057 517769 11540 22288 9736 4768 8708 6529 156 2179 2082 1680 649 506229 498776 485861
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=31
num_cat=0
split_feature=45 38 47 0 8 35 16 26 36 6 13 35 23 9 20 23 33 18 12 41 29 18 41 41 30 14 42 42 16 21
split_gain=15.5032 23.5717 24.3477 23.4658 36.0168 24.9017 22.8423 22.6331 22.0115 23.4136 20.7919 20.5331 29.6422 20.2083 19.9859 19.8435 33.2224 28.1424 30.6942 24.7833 24.5577 23.8355 21.8918 23.5541 25.632 25.9936 38.7429 39.0576 21.4952 19.5934
threshold=-1.2007780551081888 50.852404610663903 3.8359990012464831 4.6500000000000012 2.0050000000000003 5.9864872236077735 0.82960554935701158 1.5949831585400909 1440.0300490069767 1.0000000180025095e-35 4.9003490218290446 35.159532150918089 84.726785664304842 1.1150000000000004 5.0419736856176849 28.821291689734821 4223.4581231861121 4.9196048975522553 348.68081510208674 5.2495188449039327 25.18937318235621 21.775767874392479 9.2210850705998499 9.7489856577162648 -0.27685236519347728 0.012973523432002216 9.450746617164608 9.6538328919973662 5.2144275703185228 7.7847381490658494
decision_type=2 2 2 2 2 2 2 2 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 4 5 -1 -3 -6 9 -9 -11 -10 14 -5 -13 16 19 -18 -19 21 -17 -7 -21 -24 25 -25 -27 -28 -20 -30
right_child=1 2 -4 13 7 15 -8 8 11 10 -12 12 -14 -15 -16 20 17 18 28 22 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.06538440560128185 4.9361465107159862e-05 -0.1257627117012772 -0.0004798959438368265 -0.029362459745958976 0.034926763216702031 -0.030256867517821563 0.027696569040256615 0.020750205408660717 0.0034584209803094159 0.0069953622968779595 -0.08006352522448161 -0.064628905900916495 -0.075176812645073685 0.0048912233690020634 0.017714878802582778 -0.058578701859267529 0.20267233394632728 -0.022436736085745552 0.0020596358239435464 -0.079051349436945306 0.0085540247058860704 0.12386977908582993 0.055306608061258547 0.34119186197103069 -0.041212411659073522 -0.056804383175760413 0.37796576619637656 0.036944022513800592 0.1504828241251624 0.036105856923808154
leaf_weight=33.933922623284161 46074.010396881407 2.4578145146369925 173.57713269465603 46.790076676639728 37.01470891200006 4.8445384167134744 181.07564294536132 12.800425577908753 313.37210514396429 9.1958388127386552 26.978308347053826 9.7678769230842573 21.684997113421559 539.86010431335308 30.003558043390512 54.44455558428308 2.0454912167042485 28.416523705353029 11.959397746482866 20.542663574451581 18.168479102896526 5.2020762804895639 8.9117606093641353 0.67942461371421714 70.720311389421113 6.1136951242806372 1.2307184208184483 2.6421191929839551 7.3159931232221407 7.6696010883897543
leaf_count=436 546064 24 1502 437 128 40 1240 49 1693 37 225 81 294 4144 123 1289 7 686 364 422 505 23 73 2 1691 235 4 53 50 46
internal_value=-4.04782e-06 0.000148544 0.0129449 -0.00532188 -0.0112077 -0.0251847 0.0256415 -0.00256815 -0.00584293 -0.0373671 -0.0579323 -0.00172403 -0.0281498 0.00215922 -0.00250878 -0.0197479 -0.0107744 0.0205458 0.0138166 -0.0256478 -0.0417814 0.049549 -0.0324636 -0.021865 -0.0303153 0.041938 0.0215786 0.145315 0.0520498 0.0919449
internal_weight=47763.4 46431.1 357.111 1332.31 745.659 284.841 183.533 460.818 423.803 48.9746 36.1741 374.829 61.4564 586.65 39.7714 250.907 178.294 57.407 55.3615 120.887 72.613 10.0466 110.841 90.298 81.3863 10.666 9.98653 3.87284 26.945 14.9856
internal_count=561967 548830 2766 13137 8556 5926 1264 2630 2502 311 262 2191 498 4581 204 5490 3696 1153 1146 2543 1794 63 2480 2058 1985 294 292 57 460 96
is_linear=0
shrinkage=0.05


Tree=300
num_leaves=31
num_cat=0
split_feature=34 46 33 20 26 39 0 23 22 45 31 20 12 34 30 24 36 49 26 33 26 21 0 0 47 19 21 15 36 26
split_gain=15.2441 44.4352 40.2448 60.9831 70.0983 39.9431 74.0189 65.8109 55.0824 49.326 43.5832 42.0669 39.6851 38.7158 35.5646 35.0016 34.9967 34.8227 33.187 38.1172 46.9707 46.6411 50.5337 44.9616 61.9956 49.8653 48.2683 43.7162 43.6859 61.5723
threshold=0.16265717994395917 0.062385782667075305 316.54390545092184 3.1173544385099987 3.3882892127024706 487.68975479565898 5.7500000000000009 29.288187255938901 216.32262972187766 -0.43874252115805462 0.6119472211106598 7.3203977315463424 40.954556645789516 0.12526896436639703 0.23582046892146097 4.0537721657280832 253.75227858927053 0.12552257634408906 17.188171244277232 103.0017417686023 3.2060806292254478 3.3594917297953555 10.050000000000002 4.3500000000000005 0.38969177706380548 23.81549558656496 5.9809158001443814 8.2085915624570784 330.31476151648337 3.5555820698956686
decision_type=2 2 2 2 2 2 2 2 2 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 14 8 7 9 18 -7 -11 -8 13 -1 -4 -6 -10 -15 19 20 -2 22 -22 25 -25 -21 27 28 29 -26
right_child=2 -3 3 -5 15 6 11 -9 16 10 -12 -13 -14 17 -16 -17 -18 -19 -20 23 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.01206983006047823 -0.0033236182556208231 0.011100048408056045 -0.032334380261913202 -0.0029258370433336185 -0.075248405635790036 0.0033378687251234512 -0.018585588323255981 0.00072986250422242376 -0.055955360221468457 0.034310438685222808 0.009286751964507841 0.0021321657119941712 0.0017037053595680451 -0.054779171403912377 0.028712612957430095 -0.027470144103542201 -0.013214582906868683 0.00173993201616547 0.0077924384117092826 -0.0028286249440320575 0.024633994606792595 0.0036826529044227726 -0.090375359318302803 0.013240749696195389 0.00061101354423979775 -0.013759399853478075 0.00070696996580055054 -0.030766561629103951 0.002167221649578882 -0.025914517529631226
leaf_weight=1127.5289845134248 2482.9982163972745 1070.4250038042082 33.44083913997747 5277.0806310184998 44.215222944389097 340.75801228359342 369.332945475413 835.59406510111876 61.065126741596032 530.32841995899798 258.97292988374829 727.91877312996075 12345.190375052451 27.840281216893345 83.253094777988736 288.10975275962846 222.05443875590572 1291.660593115259 1216.5758061250672 3653.1202076304471 379.51723837497411 4392.4139802473655 9.7976962593384069 795.12816064519575 407.44946630555205 1460.4973660700198 6487.6661616468919 194.42145878402516 870.38506913353922 472.45138125159428
leaf_count=11926 33957 8920 896 42873 761 2804 3929 10003 2766 5228 1479 6088 214415 444 1134 4319 4927 14364 5619 51157 5017 30448 182 6206 9351 17217 38978 5580 12248 8731
internal_value=-4.12975e-06 0.00126256 -0.000634115 -0.00443099 -0.0221203 0.000196706 0.005562 0.0113693 -0.000514525 0.0192364 0.0261001 -0.00484139 0.000550683 -0.00526628 0.0112185 -0.033827 -0.0224332 0.00054743 -0.000242617 -0.000695053 0.00225566 0.0051528 0.0217396 -0.00218978 -0.000105671 -0.00595056 -0.00136417 -0.00827361 -0.0057751 -0.0136315
internal_weight=47757.2 15862.6 31894.5 5726.1 449.019 26168.4 3062.91 1965.65 23105.5 1130.06 789.301 1097.25 14792.2 2447.03 116.694 332.325 283.12 1319.5 22822.4 21605.8 7264.73 4781.73 389.315 14341.1 9227.5 5113.62 8432.37 1944.71 1750.29 879.901
internal_count=561967 250069 311898 49983 7110 261915 29531 19514 232384 9511 6707 10017 241149 26734 2030 5080 7693 14808 224691 219072 69604 35647 5199 149468 81094 68374 74888 35910 30330 18082
is_linear=0
shrinkage=0.05


Tree=301
num_leaves=31
num_cat=0
split_feature=22 39 40 0 25 23 32 8 22 28 29 21 43 28 39 40 36 17 41 31 30 17 42 36 34 16 15 41 33 0
split_gain=15.6388 24.6718 28.3682 32.4817 36.6471 26.3256 26.2509 26.1103 34.9012 30.5587 28.1996 25.4546 25.2342 29.6887 37.0509 28.9223 24.8997 38.4471 37.3355 36.2849 24.5866 24.5269 40.058 38.2209 41.7778 41.4903 36.1988 57.6177 36.0692 43.5287
threshold=7.3163198070008049 60.101813583588331 0.26928819517093155 10.550000000000002 0.87605447424417415 3.4075737895381164 1.6801084942090889 2.8250000000000006 33.713827085374831 1.4395348815102988 1.8289591961415625 4.701661751824922 8.0462069407915866 0.29565994696143982 254.89576597427069 0.22767578558626897 158.73232445861956 18.645729470517491 4.5457327010555071 0.51886487579406215 -0.61531862780735269 38.87315078691838 27.382967964992165 278.09025960494301 0.27297151265311975 15.601258465414251 1.8401872681564613 4.892253008964734 240.87184828984257 13.550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 8 10 -9 -6 20 13 14 -3 -15 17 18 -4 -19 -2 22 26 24 25 -23 -7 -28 29 -25
right_child=1 5 16 -5 7 21 -8 9 -10 -11 -12 -13 -14 15 -16 -17 -18 19 -20 -21 -22 23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0054812974257231976 0.11860181957557517 0.024756667360932065 0.00053307117394597512 0.018459365820990514 0.090699670732973608 -0.003612885175045346 0.039322383780641762 0.0096781652978500214 0.071658850355783107 -0.049484347229865958 -0.049686015264973522 0.037107092901397028 -0.026350547067967023 0.0023407260530373879 0.26167703961832312 0.027395957469816053 0.0068385263787104182 -0.041536463479363815 0.099171337765617582 -0.0036307852889836071 -0.042103780328250275 -0.0021434610128118576 -0.027827260962024248 0.003005772693145085 -0.010078834957968939 0.030473539721676747 0.0011118423912280003 0.011884928481379287 -0.001229141847148119 -0.0099146900067194257
leaf_weight=1264.900221309159 2.5117169320583335 4.2313592648133627 238.1843080939725 55.485199287068099 3.6518269089283413 1555.4084340443951 33.937534316210076 63.546215770766139 6.4404608800541601 33.245119901373982 174.94642714876682 17.285067344084382 41.123444447293878 271.9035388068296 2.7051839358173311 199.82814867515117 438.89128898177296 130.49605200230144 9.9959833798930031 122.30198424542323 45.383464496582747 4888.3307595540246 106.30476414319128 11537.08168577819 1978.9322826550342 99.482763409148902 3392.5400913240155 1957.1157362800441 18365.631364189874 690.90550963464193
leaf_count=6558 12 48 1205 297 66 16536 187 255 149 210 3250 54 255 1881 18 834 2324 1417 38 589 729 102826 611 112443 22752 493 22865 18566 239896 4603
internal_value=-4.13777e-06 -0.000153457 -0.006748 -0.0172823 -0.0224881 4.78249e-05 0.00366213 -0.0316849 -0.0426919 -0.0106425 -0.0468155 -0.0149052 0.0112352 0.0144642 0.117153 0.0129543 -0.00185637 -0.00947369 0.00450593 -0.023198 -0.0336761 -8.2641e-05 0.00263208 -0.000589396 -0.00393178 -0.00149291 0.003101 0.00505306 0.000171727 0.00227574
internal_weight=47732.7 46467.8 1376.3 436.433 380.948 45091.5 99.1178 281.83 185.039 96.7913 178.598 65.1802 519.792 478.668 6.93654 471.732 939.87 500.978 248.18 252.798 47.8952 44571.7 7011.37 37560.4 6966.75 4987.81 6905.06 5349.66 30593.6 12228
internal_count=561967 555409 10782 5209 4912 544627 982 3930 3465 465 3316 795 3036 2781 66 2715 5573 3249 1243 2006 741 541591 58578 483013 126071 103319 57967 41431 356942 117046
is_linear=0
shrinkage=0.05


Tree=302
num_leaves=31
num_cat=0
split_feature=34 46 31 42 7 27 37 40 22 38 46 12 36 18 42 49 25 39 36 1 24 22 21 9 8 26 39 35 45 24
split_gain=15.0309 39.1995 28.9608 54.1153 40.6451 43.8337 36.5682 45.3758 40.3278 39.8254 36.3671 35.637 33.3341 32.3102 31.8944 33.9697 29.8634 28.4531 27.8581 27.8567 37.7876 35.2288 37.2954 81.8939 45.1903 55.3547 42.5808 43.8182 119.146 42.306
threshold=0.21309250269354713 0.0032586563451547567 0.673167871849918 6.8147469714639284 4.8250000000000011 3.236919274705591 0.32129380006411362 0.19664265191832409 501.58634913961549 4.0945367635296632 0.090246552022621065 157.85113231308563 418.36521133023348 38.86985740514168 8.086878343104523 0.27321698784393661 8.5181686516129194 74.436599791188428 67.101817708733705 1.5000000000000002 5.5853578489094238 293.75750084039072 3.8566922892699158 1.2850000000000004 1.5550000000000004 3.1139088588953316 874.72008543086088 4.0003935674897333 0.90167494279260463 1.7453148395541656
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -5 14 -11 -12 16 -4 15 -9 -2 -14 -6 -3 21 22 23 26 25 -24 27 28 -21 -28
right_child=2 19 13 4 18 -7 7 9 -10 10 11 -13 17 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0056119244955967033 0.036958382048522642 0.0045797144846766568 -0.00093578668438851252 -0.0012369035859206589 -0.08283166329978349 -0.0061148007308588813 0.039649218525711877 0.172732739148314 -0.03372905896968828 0.037302867911384485 -0.027295397455037645 0.06915946048983472 -0.10341665701735042 -0.0077028165210080643 0.001748633488516535 -0.01226498528909533 0.15531403725793402 0.012075373512002458 0.005576327379456493 -0.064784360341949898 0.0017645650165913343 0.015855428394782833 0.059766312147122594 -0.020275376810256845 -0.0036759666923905075 0.0064479578774279574 0.15186419812600083 -2.8499737118767066e-05 0.79447074933122519 0.029883616513828183
leaf_weight=2183.3859997828258 78.945658181793988 5314.2826141065452 4676.5585453478561 4731.0074413052644 8.9405635527800751 3602.0222499536467 94.149417119799182 5.6152553765568864 97.463811803201679 157.17294734623283 48.631937055732124 11.92419821443036 5.4007547334767869 2832.2160283479607 2122.5006238170899 4.4462315365672112 5.7155385750811538 424.65771202580072 2661.4311837459099 1.0940363350091491 14050.205406986759 224.66879783989862 58.576073200907558 858.96110987357679 2811.5249557603383 288.10661147773499 8.6715411194600147 312.76032832782948 0.63911861414089788 39.428378758719191
leaf_count=24903 609 30211 25563 57633 77 43024 516 53 1504 934 511 89 78 15919 15990 84 18 4196 17406 69 225082 9761 1631 41813 20028 8377 146 14531 12 1199
internal_value=-4.00897e-06 0.00080186 -0.00098113 0.000357787 -0.000246896 -0.00160412 0.00062986 0.00561277 -0.00189277 0.00424931 0.0246189 -0.00830233 0.0162706 -0.00348823 0.00216963 0.0909811 0.0449487 0.010625 0.00528033 0.00138611 0.000476321 -0.0034547 -0.00444525 -0.0118641 -0.00157573 0.0154567 0.00806173 0.00136083 0.252075 0.0518745
internal_weight=47721.1 26152.3 21568.8 14060 13545.3 10874.9 7272.91 2444.44 4828.47 2350.29 217.729 60.5561 514.72 7508.77 2132.56 10.0615 84.6612 430.058 2670.37 23968.9 18654.6 4604.43 4379.76 1221.55 3158.21 346.683 362.593 314.493 1.73315 48.0999
internal_count=561967 377763 184204 142722 137821 120338 77314 18177 59137 17661 1534 600 4901 41482 16127 137 627 4274 17483 352860 322649 97567 87806 57770 30036 10008 15957 14612 81 1345
is_linear=0
shrinkage=0.05


Tree=303
num_leaves=31
num_cat=0
split_feature=7 8 32 45 30 31 20 40 49 0 12 31 25 20 25 25 43 39 45 36 37 15 33 31 41 27 37 12 12 9
split_gain=14.8387 29.1704 29.0318 38.4281 30.7748 58.2399 56.9022 41.3225 36.9384 34.1674 31.6427 29.6506 34.7401 49.7715 34.156 31.9099 31.5727 41.4381 41.2419 66.6958 71.9236 42.8477 39.1148 38.4932 33.8511 55.4991 49.8792 32.5422 39.7326 31.9653
threshold=1.675 0.70500000000000007 2.0653825344536547 -0.48918876952902374 0.14117090435225399 -0.025368162717370937 11.803022058727263 0.073928146407763698 0.13484809620733118 3.6500000000000008 564.16975021451674 -0.0884806487912181 8.3925809034541228 3.9233068435622491 10.708017698120647 4.2882299574509046 3.8368856811113905 252.52889425834204 -0.12615459281183125 270.62674062178672 0.13164520387933457 11.538321159595656 78.475125779159072 -0.20628694346561438 5.2028823378753808 1.8913092895537089 0.12814319315100325 28.460558203277348 28.859938222328264 1.0250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 -1 -6 -10 -11 16 13 15 -14 -13 17 -9 19 20 -18 -22 23 -19 -20 26 -26 -24 -29 -28
right_child=1 -3 3 -5 8 -7 -8 11 9 10 -12 12 14 -15 -16 -17 18 22 24 -21 21 -23 27 -25 25 -27 29 28 -30 -31
leaf_value=-0.028639427941941943 -0.043942943082531487 0.0003150977772763716 0.048292362361267382 0.001489627735576691 0.023857101801666818 -0.0052004447965123199 -0.059501332406999452 -0.014061424149949629 -0.019410621170998121 -0.0065230370742311418 0.035846611982743234 0.029632351111360436 0.14539238248125652 -0.03306843753066676 0.02677216663713948 0.10491612131340922 0.39129214383228544 0.32019803319758228 -0.016820204019696288 -0.030407112132702471 0.059034881976538493 0.21400856518165662 -0.076650005434474866 0.017453670121579053 0.41577157678866183 -0.061259597742622129 0.29557687688497641 0.45312117897112164 0.021142644969352965 0.056470755614807994
leaf_weight=49.972746431129053 37.262474373506848 43274.596548969392 62.330455567105673 147.98447287781164 86.484826710424386 1471.822513995663 26.553811105899513 160.57671385561116 603.65380411123624 1287.8467904701247 45.627259819477331 61.341319773928262 13.82182284264127 25.745260569266975 10.818653795169665 18.267049647576641 1.8081268701935176 2.1435384921496734 54.285168196656741 17.273985269945115 56.29143346165074 4.8439834675518787 8.7113648796221224 2.058036172646097 1.1407401779433772 7.9537018027040167 1.5181975751183951 0.53409047890454431 159.4486880901386 17.622259838622995
leaf_count=3098 5026 467940 751 2495 1425 27035 1054 4967 12987 21918 1059 1718 139 849 194 281 24 31 828 255 690 29 201 23 12 312 11 6 6352 257
internal_value=-4.27109e-06 0.000277021 -0.00276788 0.0153604 -0.00367605 0.000453636 0.0122957 0.0151152 -0.00811376 -0.00954113 -0.00507328 0.018607 0.0398639 0.0273635 0.093311 0.0469071 0.0130382 0.0042276 0.0310925 0.0566219 0.0805058 0.071314 0.0212135 0.171906 0.00627539 0.0506796 0.0945789 0.0174603 0.0225848 0.0754364
internal_weight=47720.3 43311.9 4408.48 210.315 4198.17 2174.55 702.731 676.177 2023.61 1937.13 1333.47 626.204 129.994 105.354 24.6405 79.6084 496.21 333.472 162.738 80.2175 62.9435 61.1354 172.896 4.20157 82.5201 28.2349 20.2812 168.694 159.983 19.1405
internal_count=561967 472966 89001 3246 85755 48366 21331 20277 37389 35964 22977 17179 3181 2848 333 1999 13998 11580 2418 998 743 719 6613 54 1420 592 280 6559 6358 268
is_linear=0
shrinkage=0.05


Tree=304
num_leaves=31
num_cat=0
split_feature=30 9 40 0 8 27 8 7 47 0 23 27 28 38 29 12 22 28 36 9 37 28 36 0 7 43 40 26 18 19
split_gain=14.9694 39.7425 34.5736 30.4281 32.8583 33.4008 28.9313 31.2621 102.003 28.121 27.3507 30.3451 30.2801 42.1996 30.3663 41.887 32.8027 34.8095 34.6526 33.2748 25.5453 24.5429 23.8632 23.6075 38.6925 29.3835 36.3913 28.6044 27.0367 26.599
threshold=-0.1683228945729647 1.3950000000000002 0.084548317236974813 3.4500000000000006 1.0550000000000004 16.757246904647271 1.0350000000000004 2.6650000000000005 0.029494399503501943 3.3500000000000001 5.2527351338682111 6.8406024423710745 1.0316187774596537 3.1942780620835061 40.134850223251966 22.412893895326377 75.188528553309695 0.94419098029060045 313.00177893643018 1.3650000000000004 0.16281810549060402 0.11885682489797639 73.3967509962756 4.4500000000000011 2.2950000000000004 2.4384823602352985 0.23024670848774384 8.0587059618842449 29.163480619698017 16.033127554663064
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 7 -3 -9 -10 11 -4 13 -12 16 -16 17 -15 -18 20 -19 -1 -6 27 25 -25 28 -20 -27 -26
right_child=-2 3 10 4 5 -7 -8 8 9 -11 12 -13 -14 14 15 -17 18 19 23 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.24125420366547612 0.00028333780907657938 0.027144953076042672 0.015894033328968188 -0.05091928809866858 -0.056562558822232413 0.18905008973902523 -0.0012270696227949652 1.2445507496073753 0.018371143502248378 0.28083234020381687 -0.055824552370563774 0.14002710057819465 -0.0029636815289898408 0.012491793349424116 0.59717104139826493 0.081741454456613433 -0.043326750816835569 -0.018519329744488888 -0.039826274018369245 0.17277608620400198 0.05609046628445296 -0.019410999971590681 -0.0098941731156991612 0.0275235914267432 -0.05710704551669931 0.19826371125067299 0.25460661381989624 0.012904867894703027 0.027553836616651551 0.015269330328424863
leaf_weight=0.90692074893740837 43148.212975314091 36.655661875323858 248.43103512143716 52.410325621051015 27.978962148306891 2.0924300034530452 433.03820426456514 0.20899081090465088 2.8000354239484295 1.605876784189604 23.906796034018043 5.0228103417903176 1523.7552060291055 350.27016440359876 0.41570454393513312 7.6079765995964408 44.929002144461265 14.40017844608519 49.28737913526129 5.1314985818462437 56.429982211440802 210.12699151790002 1305.5636544583249 34.216645074891858 17.825879868119955 3.0905495129991314 3.4100468584801993 53.78083241567947 9.2955884660477732 44.098251867340878
leaf_count=39 481293 2348 1513 6188 315 27 7584 4 156 60 442 18 19530 6041 2 193 2892 248 3220 40 420 6565 19662 1082 586 19 34 497 230 719
internal_value=-4.83299e-06 -0.00272641 0.00114208 -0.00834803 -0.012084 -0.0105601 0.00258517 0.0425857 0.16523 0.114034 0.00278556 0.018354 0.00102546 0.00949016 0.0117395 0.108446 0.0106087 0.0191459 -0.00339047 0.0498291 0.0409219 -0.0182908 -0.0108733 0.00495489 0.020853 0.0535634 0.109969 -0.0123112 0.0701488 -0.0055654
internal_weight=47716.9 4568.69 2706.34 1862.35 1388.05 1335.64 474.309 41.2706 4.6149 4.40591 2495.31 253.454 2241.85 718.096 694.19 8.02368 686.166 426.232 259.934 75.9617 70.8302 211.034 1333.54 215.005 111.937 50.0128 15.7962 103.068 12.3861 61.9241
internal_count=561967 80674 44330 36344 26192 20004 10152 2568 220 216 37726 1531 36195 16665 16223 195 16028 6749 9279 708 668 6604 19977 6387 2670 1365 283 3717 249 1305
is_linear=0
shrinkage=0.05


Tree=305
num_leaves=31
num_cat=0
split_feature=32 30 14 14 7 32 15 43 18 7 33 38 40 23 32 21 13 23 31 47 35 27 15 38 47 46 28 49 19 12
split_gain=14.8726 23.4827 28.05 37.1517 28.2041 35.8359 26.1665 23.9209 23.9064 32.6658 33.3246 30.6963 23.5103 23.2041 24.4253 23.3723 25.6256 23.8418 24.4711 22.1384 26.4141 34.476 24.7451 23.893 21.7518 26.4524 39.4326 25.5304 32.6864 21.4548
threshold=-0.098976662828774944 -0.64500736076183374 20.426166621051795 16.479611639036914 3.5650000000000004 -0.33074469702682385 1.3729495670450997 1.5919550872255546 47.178425680048782 2.2650000000000001 798.96279795056228 4.5951370921059924 0.83827473953921572 5.4554443287987313 -0.23270212102221804 5.3057910655561793 38.514210887768385 24.785117480282654 -0.14036495801809648 0.74323806765925704 3.6616351559649356 1.8913092895537089 4.7271054812130489 4.7759271107678734 0.52141861800807021 0.070906265747001304 2.0110441581385907 0.26229991406695197 97.278230307529455 444.04811356693648
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 -5 -4 -6 13 10 -10 -12 29 -1 15 -15 17 -17 -19 -7 22 23 -21 -22 25 -8 -27 28 -26 -3
right_child=-2 2 6 4 7 19 24 -9 9 -11 11 -13 -14 14 -16 16 -18 18 -20 20 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.045693356889591391 0.00017127649506017096 -0.0030840319283013044 0.10474313746167273 -0.043779468277166729 0.028346574774761796 0.06294867825829896 -0.052118296368228824 -0.041475485172079322 0.028551276794305958 -0.00073992913455031551 0.32269415706567289 0.11005443707892862 -0.12046093526489197 -0.041614869002407892 -0.052851293662759528 0.015988038390664878 -0.06200160609860466 0.17825238749824143 0.03266172782779158 0.15489852076476604 -0.040638788746815306 -0.031544320324724047 0.024749788510617488 0.069670479857048453 -0.0019899599835472709 -0.06731829312028724 0.04905851519269324 -0.019595180728223732 0.077442569583312262 -0.02977524108715885
leaf_weight=24.473825218621641 45876.050061897258 899.67751552036498 4.4458795587997875 14.863010888802817 20.39667616400402 52.956118885544129 78.739873823826201 30.775893573183566 10.976867146848237 18.824991393950768 2.1282976977527133 8.3793757010716927 4.4533446738496414 18.310552137700142 23.63593410764588 28.812440866138786 7.2063711275113738 5.4329026192426682 6.1571587861981225 6.3368653478100887 6.3150073027354692 30.382198548701126 8.6204132381826621 22.047023531515151 94.805586336937267 12.081246920279229 18.311190156266093 279.32407570423675 15.000358635676092 82.164254004484974
leaf_count=104 532101 16056 55 281 129 555 1295 331 190 216 5 93 48 694 664 172 92 16 46 27 87 671 68 212 1378 152 77 4106 50 1996
internal_value=-5.326e-06 -0.004418 -0.00613104 -0.00191441 0.0181661 0.0296688 -0.0160202 -0.0136454 0.0142475 0.0473449 0.0894774 0.153124 -0.00583755 0.0025475 -0.00924346 0.00639247 0.0248563 0.0403486 0.100908 0.0382879 0.0205685 0.00546448 0.0798892 0.0451093 -0.0170977 -0.0368246 0.00279776 -0.0115653 0.00886115 -0.00531765
internal_weight=47712.1 1836.04 1681.7 1178.99 192.693 141.521 502.708 51.1726 154.339 40.3095 21.4845 10.5077 986.295 114.029 89.5554 65.9194 47.6089 40.4025 11.5901 126.658 73.7015 58.7442 14.9573 28.362 498.262 109.132 30.3924 389.13 109.806 981.842
internal_count=561967 29866 27574 20461 2361 1901 7113 460 2292 504 288 98 18100 1788 1684 1020 326 234 62 1620 1065 970 95 299 7058 1524 229 5534 1428 18052
is_linear=0
shrinkage=0.05


Tree=306
num_leaves=31
num_cat=0
split_feature=37 38 8 7 9 37 17 47 9 45 29 13 38 42 27 30 36 37 12 35 24 20 31 26 21 0 0 46 23 34
split_gain=14.6486 45.5636 51.0351 49.3547 37.0447 32.6333 32.0949 31.986 31.9626 44.8071 35.3067 32.1323 31.9559 36.4845 31.8408 37.767 36.7713 33.4863 32.5841 35.5467 37.5991 33.1651 31.6918 31.7998 48.3003 57.468 46.1082 54.2795 79.823 80.1866
threshold=0.21205424696411287 6.3009197359810116 3.9550000000000005 2.1150000000000007 4.3050000000000006 0.1451334994107831 237.03635911604761 3.527165538851913 1.2050000000000003 4.3606447883482877 3.5022533798559907 137.37176036520478 3.9101081216393392 12.192279515356441 0.83161603199051493 -0.25376809502930858 46248.490767068855 0.35734004734389574 924.97258420732817 2.5009470665361531 34.379493386984926 4.0374665205346894 -0.34534306616897509 7.5278262768776605 6.1348888432380937 8.4500000000000011 6.8500000000000005 0.073460218754087814 40.501513620069922 0.12799399804851372
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -3 -7 -4 9 10 -1 -12 13 -2 -15 -16 17 -17 19 -19 -21 -22 -5 26 25 -25 27 -24 -29 -30
right_child=4 5 7 22 -6 6 -8 -9 -10 -11 11 -13 -14 14 15 16 -18 18 -20 20 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.06865006294578152 0.016149404816099795 -0.00046707677111661742 0.010139954682702146 0.012001375901422003 -0.019434498604065292 0.0074517249661569728 -0.00080484060817787506 -0.014375932577512324 -0.017386678930388918 0.16415026067969171 0.0013371161432801971 0.14987066625120546 0.0034739773943868756 0.0069644231364649383 -0.015736959168199515 -0.0055152690393332942 -0.053348712538029412 -0.0061627525564147924 0.034057849887974202 0.0022589862609551431 0.07273028382450368 0.016008953701505974 -0.011074252591896568 0.021019106201403202 -0.002225600285344053 -0.060978078164311791 0.00030768353273225127 0.016688102765205867 0.69971441642000798 0.13925157681368353
leaf_weight=18.161642239050707 308.52503913245164 14287.323684912146 958.77121194824576 334.03964568430092 216.74646486982238 3028.1322003661771 1925.3727642902522 154.48433371353894 1070.373265765229 4.1584632853046051 269.77170599141391 3.6909155494067809 8957.0877827092772 1016.9819733632612 500.03696404222865 2815.9998523340328 34.064227422699332 1249.560495755868 75.487489094026387 2750.0344654920045 29.568123586475849 200.6687671263935 2899.9118281196861 381.88485905341804 2436.2542138268473 22.634712380007841 1691.6811652985925 62.14812248153612 0.71960019622929294 5.6408497826196253
leaf_count=757 3668 213369 4192 6030 1707 33348 16294 994 29261 22 7027 19 77491 7602 4271 21448 360 8210 459 17343 104 1127 69289 2419 17408 283 16630 717 9 109
internal_value=-5.32659e-06 -0.000691989 -0.00337334 -0.00459672 0.00111253 0.00074539 0.00424249 0.00673793 -0.0133664 0.00118226 -0.00114161 0.00334187 0.0013608 -0.000746767 -0.00134786 -0.0024521 -0.00152372 -0.00127582 0.0014971 0.000916006 0.00388397 0.0232934 -0.00306758 -0.00373865 0.000431055 0.016431 -0.00628049 -0.010035 0.0339541 0.20266
internal_weight=47709.9 29555.2 10314.3 9201.07 18154.8 19240.8 4953.5 1113.26 1366.16 295.783 291.624 273.463 17938 8980.93 8672.4 7655.42 7155.38 7121.32 4305.32 4229.83 2980.27 230.237 7834.91 7500.88 2840.77 404.52 4660.1 2968.42 68.5086 6.36045
internal_count=561967 418177 155166 149980 143790 263011 49642 5186 37086 7825 7803 7046 142083 64592 60924 53322 49051 48691 27243 26784 18574 1231 112894 106864 20110 2702 86754 70124 835 118
is_linear=0
shrinkage=0.05


Tree=307
num_leaves=31
num_cat=0
split_feature=1 16 24 22 49 40 8 29 46 31 34 40 37 33 25 0 41 16 15 33 26 47 8 47 14 8 34 8 42 31
split_gain=14.8487 19.189 18.526 18.4342 36.8673 26.2951 20.7731 17.2299 23.3454 16.8901 16.7108 32.0461 55.3355 47.817 45.8572 45.4021 42.6513 43.038 45.9981 46.1859 47.6344 47.4947 47.2016 54.6144 68.687 49.6632 42.6158 40.493 50.6903 38.8771
threshold=3.5000000000000004 58.71443603673044 34.379493386984926 16.715133259976053 0.83318176294004687 0.26482654785243187 1.7050000000000003 25.888020491603815 0.017599714929317837 0.26076157515349518 0.22320960302880888 0.27420851558888948 0.36655846446087387 134.35180562175381 3.6690893841394074 11.15 4.1357229064845349 4.2155053869922146 1.8401872681564613 184.68743299445734 5.7673598594612114 1.0014461142377697 2.7950000000000004 0.97879640583527683 14.394630149899058 4.5750000000000011 0.2947892693839525 1.6050000000000002 12.725201637789983 0.76393232778984654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 7 -6 -5 -2 -9 -10 -1 12 16 26 15 -15 -12 27 -19 -20 21 22 23 -21 -25 -24 -13 28 -18 -14
right_child=1 2 -4 6 5 -7 -8 8 9 -11 11 13 29 14 -16 -17 17 18 19 20 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00069356152955205865 0.0068189686505187993 -0.013467872486365216 -0.12690131473687008 0.057827295317651364 -0.28000615596482664 -0.051364064948780867 0.012892478563100508 0.010945825101629676 -0.045053125628447953 -0.22262363557345277 -0.013318123000509788 0.011886999161258682 0.024386431025543876 -0.010930648088103088 0.0005297358066488079 0.015324074711494976 0.015157644478524031 -0.019700409132599163 0.0058428642680582732 0.039707427728623658 -0.0098541833962583203 -0.0092509270654633196 -0.044809367079574766 -0.08311559934521523 0.48513058141391946 0.045615083767014605 0.0013410098663466695 -0.012396313114386536 -0.014794871746856317 -0.003249683254566778
leaf_weight=27748.325423228089 89.594568890752271 17.427788039669398 4.53641821630299 27.946365870535374 1.9690050864592183 3.4798596734181046 322.88939918507822 5.7224079659208638 2.6646404042840004 2.6921036429703236 1198.6064814849233 1348.8341793910367 289.81931000691839 1815.4188675934565 4584.5810794854769 181.09048137208447 343.57201031962177 277.92350372369401 2327.3817779532401 132.66396084905136 1237.8008403939893 162.35253572982037 37.763769037090242 0.82292453187983428 1.5031780318822709 25.396268238313496 3305.4455602300586 1723.5455197453266 239.87244105903665 226.8741488349624
leaf_count=396392 472 70 38 74 30 29 1706 23 16 35 11228 7429 1764 14895 31146 923 9738 3214 21576 1949 10984 2054 296 31 28 104 20808 15443 8170 1302
internal_value=-5.38376e-06 0.00875433 -0.0368961 0.0109486 -0.00731108 -0.133986 0.0164718 -0.000454908 -0.0592771 -0.134294 -9.42475e-05 -0.00121752 -0.00358876 0.000518557 -0.00222456 -0.00854925 -0.00465043 -0.0030547 -4.31039e-05 0.00134856 -0.00519586 0.0107987 0.0272262 0.0439187 0.284097 -0.00845024 0.00439729 -0.00854219 0.00284322 0.0122517
internal_weight=47688.5 478.923 21.9642 456.958 106.123 5.44886 350.836 100.674 11.0792 5.35674 47209.6 19461.3 8225.9 11235.4 6581.09 1996.51 7709.21 6510.6 4203.61 3925.69 1598.3 360.503 198.15 134.99 2.3261 63.16 4654.28 2306.99 583.444 516.693
internal_count=561967 2493 108 2385 605 59 1780 546 74 51 559474 163082 87881 75201 46964 15818 84815 73587 40236 37022 15446 4462 2408 2008 59 400 28237 33351 17908 3066
is_linear=0
shrinkage=0.05


Tree=308
num_leaves=31
num_cat=0
split_feature=36 7 21 30 0 28 34 24 36 43 40 41 40 37 38 37 38 47 12 25 29 30 49 28 7 8 42 3 28 28
split_gain=14.7773 31.3057 36.2049 37.6184 32.4097 31.2802 34.0705 26.1599 23.9926 23.8163 23.1076 57.4364 52.4586 45.8734 42.9046 36.3339 34.8274 33.5516 32.9331 35.6061 33.1544 45.3192 112.325 30.9183 46.1917 41.6151 30.852 30.5887 29.9134 33.9094
threshold=249337.88622641834 41.505000000000003 7.8608245142103659 7.5475135590041189 13.850000000000003 1.2671887664633832 0.91990122346397907 3.9600460136985736 735.64448054863828 5.2643304302168454 0.064501235069145346 20.732252570920416 0.048285431174104491 0.05790149175615171 18.55293795391318 0.049148299833748209 35.508296930646019 4.0120912923473986 638.89126104781462 1.7282964968023602 9.0362003542423128 -0.14768347359747516 0.75959272350363161 0.58182516104236093 1.3150000000000002 0.88500000000000012 5.5267095293864585 1.0000000180025095e-35 1.9010371540352613 0.40931981865948347
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 8 -4 -7 11 18 13 16 15 -12 -13 -14 19 20 21 22 -1 24 25 -15 -20 -22 29 -16
right_child=5 2 4 -5 -6 6 -8 -9 -10 -11 14 12 17 23 28 -17 -18 -19 26 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.061250710547996051 0.028801097522467213 -0.050289335486160353 0.068203411328961294 0.059958369672938598 -0.15131067895074293 0.0058077870508553425 -0.059663236729731665 -0.0087714514329893193 -0.026001758892111072 -0.099626247032097312 -0.043380355650698588 -0.023432488416392352 0.024227347116328745 0.50240324874279174 -0.045456306639128669 6.1046083903105842e-05 -0.0019225807494394648 -0.010803486609234206 -0.05200360709324188 -0.028348894111930551 -0.071695833949171561 0.039512362554043549 0.84731648652460823 0.0008895086032694445 0.028876312095235619 -0.052456787988906961 0.035139816426391267 0.012243585425736701 -0.0035507800073283739 0.016488329208678525
leaf_weight=0.78238222678192204 136.50655675854068 88.325041320174932 21.96264400146902 8.4804272083565575 3.7672377899289122 455.66868972731754 21.612947087734938 271.26874091336504 9.7633372992277128 5.4198568984866133 48.186857394292019 390.35618634289131 291.86358137638308 0.97300407401053124 22.715491539565846 43235.148589029501 363.35006513202097 89.255120333400555 12.951388219429644 432.31776729802368 15.982512746588325 23.848882498918101 0.60186155827250332 460.11830855929293 82.669005126575939 0.51774084661155939 47.069583428092301 33.82038719614502 303.78651547187474 806.06903066521045
leaf_count=68 676 1574 38 31 39 3444 173 1921 67 72 893 6830 2938 40 530 507378 4231 688 600 10747 1599 333 6 5152 1321 45 1039 1255 2381 5858
internal_value=-5.1387e-06 -0.000106097 -0.0139722 -0.0406313 -0.0055593 0.00766868 0.00169249 -0.00374712 0.0392128 0.00456846 1.38263e-05 -0.00493363 -0.000286246 -0.00507514 0.00026406 1.26833e-05 -0.0130629 0.0160234 -0.0186872 -0.0228305 0.00896336 0.0556559 0.333789 0.00598616 0.0338506 0.309698 0.0163359 -0.0146939 0.0098709 0.0147905
internal_weight=47685.2 47066 403.567 96.8055 306.762 619.208 482.701 302.995 31.726 461.089 46662.4 2246.48 1679.1 1297.98 44415.9 43283.3 753.706 381.119 567.375 507.354 75.036 25.2331 1.38424 544.278 84.1598 1.49074 60.021 49.8029 1132.57 828.785
internal_count=561967 557602 3670 1605 2065 4365 3689 2026 105 3516 553932 36892 21245 17619 517040 508271 11061 3626 15647 14008 3261 407 74 6558 1406 85 1639 2854 8769 6388
is_linear=0
shrinkage=0.05


Tree=309
num_leaves=31
num_cat=0
split_feature=0 29 36 25 17 19 46 31 18 47 22 39 46 7 37 23 14 24 26 19 0 22 19 28 39 32 23 40 33 12
split_gain=14.5338 29.4454 39.7102 32.7391 22.9655 21.1691 19.868 19.0054 18.5799 16.895 17.0667 41.3797 29.3384 32.8007 30.8216 29.5396 29.1383 28.7794 28.4786 30.3571 27.7519 25.8751 25.8439 29.417 33.0824 25.6105 25.1551 27.6433 23.3379 34.2749
threshold=21.750000000000004 6.1170165599329804 2114.0012235384179 3.4034407248641148 98.28596201452963 15.077516231092105 0.06189240103579282 0.41211632117247154 58.606679732367247 884.38907311785408 915.22163617819467 16477.62788763853 0.015234310734004728 2.2850000000000006 0.9272149452384667 11.446284927059809 301.82134385319245 1.2459330978203988 7.298485409650076 17.697466884230867 5.2500000000000009 1373.3841240462118 28.817366869438082 1.4516174309509811 24499.744433713717 0.075616494407262771 193.80242695236453 0.1822718734927746 144093.61222429175 1292.3499170323821
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -3 -2 8 -7 10 16 17 13 15 18 20 28 -12 19 -14 -13 -20 -15 24 -24 -17 27 -19 29 -1
right_child=1 5 -4 4 -6 7 -8 -9 -10 -11 11 12 14 22 -16 25 -18 26 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.2260781289594573e-06 -0.16286861910725386 0.022958475725543138 -0.0044469190396140019 0.014391257606529463 -0.16484458509606803 0.068666404961308672 -0.38682283657045302 -0.025317008836280748 -0.043899263315658847 0.0087169536958123586 0.1524574829546273 0.0087475613150242368 0.11022163934196405 -0.04177537891108582 -0.065054904511072306 -0.090986712760748586 0.033720537691364301 -0.0206188837601439 -0.039821662741620238 -0.028108336669792684 0.22854801404578706 0.012494142101196856 -0.12776189170393643 -0.022900278425172185 0.017420582219363347 0.020966633691342766 -0.049824757002368672 0.0090523354847870455 -0.029159144448348918 0.018142445745334562
leaf_weight=45182.13501834363 2.8918041561264562 45.07710994919762 12.843376275151966 3.9600079786032438 3.2571176700294018 11.302765432279559 1.5060945041477678 102.6054022135213 5.4254398485645643 555.68759306310676 2.4948607168626031 2.6155019446741781 14.022180868312718 73.410983178880997 13.333320472389458 5.5563032918144009 64.39872071845457 345.02475986804347 25.138964052312076 5.5304028582759193 3.1846081484109163 395.05995376594365 4.0801487535936749 142.1081397512462 102.40803260356188 63.369193562306464 54.586937679094262 101.61740808794275 68.218131453730166 261.93270148686133
leaf_count=537990 36 176 65 21 39 33 27 621 54 4241 15 32 86 727 152 141 348 8063 194 72 10 2046 62 1091 528 618 568 646 496 2769
internal_value=-5.28299e-06 -0.0138478 -0.0650336 -0.132028 -0.0664986 -0.00623325 -0.239563 -0.0172601 0.0321581 4.9774e-05 -5.28516e-05 -0.00558577 0.00114495 -0.00878315 0.00983824 0.0210611 0.000111466 -0.016941 0.012109 0.0710953 0.129431 0.00936428 -0.0157089 -0.00801137 0.0118578 0.0119417 -0.0177841 -0.0138683 6.39097e-05 0.000107778
internal_weight=47674.8 188.869 24.4584 11.615 7.21713 164.411 4.3979 119.334 16.7282 47485.9 46930.2 1353.54 849.818 396.733 453.085 74.7256 45576.7 503.724 439.752 19.5526 5.80011 420.199 322.007 248.596 106.488 68.9255 501.229 446.642 45512.3 45444.1
internal_count=561967 1072 188 123 60 884 63 708 87 560895 556654 15051 5759 3209 2550 801 541603 9292 2398 158 42 2240 2408 1681 590 759 9277 8709 541255 540759
is_linear=0
shrinkage=0.05


Tree=310
num_leaves=31
num_cat=0
split_feature=27 30 40 28 12 24 26 0 45 23 9 7 30 42 45 13 47 0 25 17 26 26 32 39 47 41 43 31 35 45
split_gain=14.4197 35.7604 28.9445 25.5418 134.761 53.38 29.2107 26.3758 27.2949 25.383 25.2904 23.5744 23.031 22.9386 26.2336 21.6895 20.8811 20.5032 20.3331 24.3929 21.6294 21.3951 21.2923 21.7049 28.6667 25.9687 21.6399 20.9824 42.519 34.5962
threshold=10.185787409447515 2.9105498854464789 0.20341909255261598 0.74892333415464196 13.318049815731241 7.7750885659437534 8.5718079285925395 12.65 2.3500066869658256 54.380719461194055 1.0050000000000001 7.8050000000000006 2.009227250298772 4.0495025022078313 -0.77887349584930099 65.651761458451986 0.01569630880271056 3.0500000000000003 3.7963105399448276 16.310857543659896 3.6760732594546237 3.7999795192696255 0.0092264934783298433 297.522374084148 0.89945867846717975 4.7233356416644687 7.9302554617471754 -0.018084125036690112 3.4333334911413012 -0.55236343265472743
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 -2 11 -7 8 13 -9 -3 -6 -10 14 17 -4 -15 -5 22 -20 -21 -22 23 26 25 -25 -18 28 -23 -30
right_child=1 2 15 7 5 6 -8 9 12 -11 -12 -13 -14 16 -16 -17 18 -19 19 20 21 27 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00017652684776772729 1.3582234085679963 0.17394440349956203 0.01204595338391903 0.19182675237634275 0.066828969951614109 -0.048308271856514443 0.075266876404922092 0.0091993835929856747 0.047944659297825126 0.12755615894936104 -0.0078287866050154517 0.30275487204608376 -0.10218759586579185 -0.10348514210812283 0.071473355293439358 -0.064334652899747491 -0.054193736345771286 -0.038925473929627322 0.045756799010789086 -0.050955930015908424 0.076662880411573653 -0.063389276169866213 -0.027034624617657762 0.26263868620750214 -0.064362424775981655 0.053948168223046537 0.038562367553380682 -0.017209156540883182 -0.049106394314346706 0.025684509493132335
leaf_weight=45683.09881929346 0.19215991254896181 1.9224450003821392 517.48590956896078 1.0398056011181349 2.0182096965727423 13.32330921670655 7.4595580128952852 16.727614571806047 27.303586121881384 6.2123243948444715 412.63146500528092 2.2274505707900971 2.8181593093322581 6.7430535561870775 16.311501389252953 9.4644111455418152 18.156098403385844 12.974044513073748 20.063948879716918 30.92753895642818 7.3884522011503568 19.430513425031677 386.19803682726342 1.6424153838306725 4.8098686854355028 16.135555008833762 9.6194730577990395 283.20907579513732 17.831242905696854 116.37869121099357
leaf_count=530603 3 9 3342 10 104 1300 39 94 211 27 6369 11 58 104 239 89 515 280 96 2413 171 272 9550 9 329 322 36 3369 341 1652
internal_value=-4.90725e-06 -0.0041728 0.00289825 -0.0105305 0.0391771 0.02905 -0.00395366 -0.0117573 -0.0129745 0.0412514 -0.00698583 0.190606 0.0338984 -0.0144318 0.0283683 0.0106741 -0.0158148 -0.021804 -0.0151803 -0.00824554 -0.0105258 -0.00771108 -0.023047 0.00753073 0.0439294 0.073228 -0.0220697 -0.0091381 0.00573947 0.0157477
internal_weight=47671.7 1988.65 941.504 1047.14 25.2207 25.0285 20.7829 1021.92 998.981 22.9399 414.554 4.24566 30.1217 968.859 30.3254 526.95 938.534 14.0139 931.791 495.229 475.166 444.238 436.561 50.3634 22.5878 17.778 27.7756 436.85 153.64 134.21
internal_count=561967 31364 9809 21555 1457 1454 1339 20098 19977 121 6378 115 269 19708 529 3431 19179 290 19075 8314 8218 5805 10761 1211 660 331 551 5634 2265 1993
is_linear=0
shrinkage=0.05


Tree=311
num_leaves=31
num_cat=0
split_feature=49 7 12 17 24 22 23 37 20 38 8 34 21 15 15 41 29 29 8 8 32 27 17 27 17 23 13 0 41 12
split_gain=14.4544 42.0208 34.6883 51.5764 52.3417 41.898 44.7571 39.3625 38.1864 37.1691 36.211 34.5257 33.467 31.883 54.3206 38.8198 31.6245 32.1313 41.3155 30.8007 29.854 33.6251 52.2119 31.7171 28.7257 61.9005 31.5668 29.5198 33.694 29.1594
threshold=0.22516096074812811 6.5150000000000006 80.931667621795427 139.22146857683688 19.283047696957457 92.303237741845479 9.9316129361444219 0.21736725282351008 0.852353971422531 5.5639902021752095 1.8650000000000004 0.52454498668383842 1.3756536403599335 12.110913509007867 12.448732711879268 6.3848135416240179 4.3320431214859534 4.4132134807544032 1.3250000000000004 1.3750000000000002 1.004455088846868 4.0159051478212326 225.3786288537942 1.0856734673154647 77.695752447681997 37.14353122135725 12.241567002747779 3.4500000000000006 10.378581053571649 256.36555878404067
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 -1 -9 -8 20 16 -10 -5 -15 -16 -11 18 -18 24 21 23 -23 -6 25 -19 -27 28 -26 -30
right_child=-2 -3 5 4 10 6 9 8 12 11 -12 -13 -14 14 15 -17 17 19 -20 -21 -22 22 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.010847616781808758 0.00037870611554900524 0.0071481313668355292 0.0065252825764784876 -0.022451528393372083 0.1156271073691966 0.039746635251801554 -0.019367938713243167 -0.045830105750083262 0.1274670087285513 -0.036222165423690625 -0.0047966635714040331 0.20639789622617105 0.0035395759308822512 0.19158176353391559 -0.02659462951452933 0.056182764498676444 0.35309482171951101 -0.074803184524134564 0.049396761188323035 0.0026744099236062874 -0.0028593429400125773 0.2900152952186244 0.05428800931572042 -0.0055494667993169705 -0.043801836854621773 0.49553900834847853 0.12857200732134089 -0.039591317217898436 0.086520144650701195 -0.030730060345259769
leaf_weight=849.53720859589521 39907.585263910907 1084.5733223227435 1474.5155239155865 947.381989286514 8.3884548244532215 53.469756972859614 423.74467243679101 39.487611390883103 5.4687359058298162 64.63698574443697 240.11024915007874 1.9853237634524692 1423.9439457667759 4.0154584730043998 41.162273080903105 21.593595006910618 1.3214770697522888 2.5755248535424462 7.340549114625901 864.43747348128818 24.265129043895286 3.8929138944949937 5.9231300016399473 15.157786438590845 16.901551238261163 0.9834666263777766 1.4501220544334499 106.42325570434332 16.251375610532708 7.870787728985305
leaf_count=12174 465341 7856 13669 11717 64 745 7992 410 36 1742 1510 12 9297 32 471 168 27 349 65 11197 462 50 71 259 2030 8 70 12276 804 1063
internal_value=-5.20724e-06 -0.00197987 -0.00346319 -0.00676387 -0.0146865 0.000473383 -0.00521265 -0.00228082 0.00267378 -0.00679846 0.00374579 -0.00192174 0.00401371 -0.0200979 0.0132958 0.00188815 -0.0023011 -0.000163184 0.0957289 -0.000980005 0.0393388 0.0700304 0.147774 0.0376202 -0.0217008 0.0960517 0.276871 -0.0257011 0.0103326 0.0482627
internal_weight=47666.4 7758.81 6674.24 3630.33 1311.89 3043.91 1569.39 2318.44 1468.9 1515.92 297.738 1092.18 1429.41 1014.15 66.7713 62.7559 1090.19 1025.56 8.66203 1016.89 57.6274 33.3623 9.81604 23.5462 152.456 5.00911 2.43359 147.447 41.0237 24.1222
internal_count=561967 96626 88770 36721 14804 52049 38380 21917 9743 37635 2416 29643 9333 12388 671 639 29631 27889 92 27797 906 444 121 323 16600 427 78 16173 3897 1867
is_linear=0
shrinkage=0.05


Tree=312
num_leaves=31
num_cat=0
split_feature=33 12 8 26 0 21 21 0 26 18 21 22 21 26 0 31 27 35 19 23 23 18 25 32 25 29 16 17 22 49
split_gain=14.4245 55.4139 53.0256 47.1022 70.2233 108.629 68.2866 59.807 47.6889 46.6921 46.1545 44.5135 43.6097 49.6742 49.1508 41.9172 44.2607 41.7769 51.5759 40.8732 39.9872 36.0412 39.4744 35.5868 35.3535 50.7882 39.062 50.3237 47.2532 43.8962
threshold=186.2905456327488 31.657259419473252 2.6150000000000007 5.6288996931682478 7.3500000000000005 6.1348888432380937 7.3337964438597361 3.7500000000000004 11.163838134882687 71.68264447424994 2.8704041152895106 76.891710989823096 14.997231012355522 9.8102451457301019 12.250000000000002 0.63524472345401939 1.7899187431476162 3.1434135850622074 63.343483583797017 10.742864100778929 40.985671723490235 28.959538794828305 3.4899857799394858 0.65770163060323117 8.0460943641945679 41.358116358285486 5.7276521914567953 152.59108780082087 15.168913942804849 0.14687108914177552
decision_type=2 2 2 2 2 2 2 2 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 24 6 -6 7 -5 21 10 -9 -4 13 -7 -15 -13 -17 18 -10 -12 -11 -8 -23 -22 26 -26 29 28 -28 -1
right_child=1 -3 11 4 5 12 8 9 17 20 19 15 -14 14 -16 16 -18 -19 -20 -21 23 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.019620751619713637 -0.0011384356738691835 7.4652581450272131e-06 -0.019102074810103294 0.021878650369616039 -0.037842079385612272 -0.00053321494835487256 0.0033390356114307695 -0.033959570806340052 0.0025088675797164282 0.055766307546294559 0.016963188472833162 0.027442281556251669 0.0097792716266465254 -0.016773868902971587 -0.0786118664026106 -0.070717597943817587 0.0032249710042998973 0.015891868980073741 -0.065595822475374529 -0.00019745695669595834 0.10069832527911254 -0.022904673548337574 -0.0027890909527769903 -0.044596685934296811 -0.016561707356351801 0.10385066425455132 -0.010501483724850099 -0.015704978631327981 0.017383030469781149 -0.0010628797724808591
leaf_weight=330.85003662941745 1533.9631258017616 24937.781061845541 1063.3475945265964 1004.2039877590723 220.96959193015937 803.89127860544249 1704.4678197734756 75.246687892824411 630.39897578302771 80.873480427428149 552.13986688596196 109.76271743327379 636.54673125874251 230.22194581339136 37.346308446023613 27.934953196905553 73.451825018040836 948.27390116732568 29.081692387349904 933.85493345651776 5.2778884079307344 321.27589262952097 1012.5022871405818 20.913364187930711 480.61887746301363 8.9196182405576092 186.04174285475165 191.01763594220392 828.62397232674994 8639.7085196206463
leaf_count=5767 14632 329973 5741 7236 2122 4382 9338 544 3145 453 2649 560 4153 1371 312 245 358 4508 244 9074 23 2119 6845 258 14973 163 971 2085 6893 120830
internal_value=-5.48743e-06 -0.000742399 -0.00740083 0.00102129 0.00363287 -0.00485398 0.00586979 0.0122378 0.00220671 0.00643475 0.00424426 -0.0149381 -0.000586215 -0.00674428 -0.025405 0.0060314 -0.0171483 0.00917043 -0.000494404 0.00617879 0.038377 -0.00147829 -0.00763446 -0.0153178 -0.00124301 -0.0143677 -0.000611635 0.00783817 0.0122703 -0.00174733
internal_weight=47659.5 27746.2 2808.46 19913.3 9247.49 1928.98 7318.51 2672.51 4646 1668.31 1561.24 1274.5 1708.01 1071.46 267.568 211.149 101.387 1607.75 659.481 1485.99 107.065 3038.25 1333.78 26.1913 10665.8 489.538 10176.2 1205.68 1014.67 8970.56
internal_count=561967 351509 21536 210458 58776 12340 46436 20237 26199 13001 12267 6904 10218 6065 1683 1163 603 7897 3389 11723 734 18302 8964 281 151682 15136 136546 9949 7864 126597
is_linear=0
shrinkage=0.05


Tree=313
num_leaves=31
num_cat=0
split_feature=34 37 33 34 16 38 37 8 26 22 7 24 38 46 24 23 33 34 43 8 36 37 30 42 45 31 25 25 25 19
split_gain=14.6657 27.9121 48.9942 84.3803 54.6674 52.123 44.6931 56.0198 43.4066 54.514 43.3409 41.9948 41.4348 58.0769 41.3315 45.7135 39.8802 63.7059 39.2449 38.0724 37.7472 37.2911 37.89 34.8229 49.084 36.9246 34.1943 55.9295 33.3714 35.4519
threshold=0.25640244475855051 0.16044709412623789 858.62225169361272 0.12799399804851372 7.5298398998473681 5.3480255482546015 0.25074187495221295 2.0550000000000002 6.1102466435327516 19.070175656926509 6.0150000000000006 5.9451646748182103 8.0352908527848843 0.034488021556987082 11.291609611055685 38.379705177318776 252.29209455821479 0.1592923866680595 7.6209363956890117 2.1250000000000004 278.09025960494301 0.11560808657728812 -0.42601733107658951 14.057071986852863 0.098690865068701075 0.49173596982455275 4.4013205305801542 4.2500929905319618 8.2763754297791525 12.563922693287049
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 5 6 7 10 9 -6 -3 18 13 14 -1 28 -7 -18 -5 -11 -15 -14 -23 24 25 -9 27 -12 -16 -30
right_child=-2 2 3 11 8 16 -8 23 -10 19 26 -13 21 20 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.013717048616663422 -0.0013308200814309301 -0.014642740319968865 0.0031037604940113745 -0.047949774713947568 -0.017538608224401928 0.01022065923208286 0.0039490975530632319 0.047162451606528738 0.0060307641477677547 0.047134421754725535 0.03091611529156307 -0.016173030937725243 -0.00038630634994344829 -0.012728103551584383 -0.0030629710098869392 -0.014527802505928472 0.0093234041025385579 -0.011152537669711112 -0.22184834711981793 0.017651531803624873 0.0021793376068936941 -0.027148745898891619 0.0077316101226008226 -0.0032599502057695027 -0.0025208183206591362 0.0095946737716353075 -0.010430318818371264 0.22703980538126223 -0.032340018965885259 0.020605260624587701
leaf_weight=1774.061285809119 14506.888367102598 1403.9862448577478 873.54380854964256 76.362900327541865 78.979269932024181 2238.0933049260057 2437.002803004114 119.37243586045224 2767.3502588955453 161.57609797018813 55.048937799292617 482.76467764464905 8133.7703257590183 481.7280901101185 696.07037849968765 536.87500976683805 811.4153724150965 714.24268583353842 3.3883311543613663 339.73596719000489 3583.0600944028702 80.456030661414843 2410.9653081786237 1998.1835494709667 321.20252186967991 144.68213387625292 57.072537140920758 3.8921531131491056 34.942611519363709 332.24115155648906
leaf_count=37555 113134 47977 6955 815 418 27084 18223 1048 20218 2087 900 3956 125573 17334 10556 10706 9121 9384 42 1639 49075 1860 25795 11930 2337 846 1413 36 703 3247
internal_value=-4.90109e-06 0.000575303 0.00216277 -0.00662213 0.00308687 0.00128344 -0.00141421 -0.00459944 0.00863793 0.0210713 -0.0122157 -0.0217257 -0.000750614 -0.00361252 -0.00846149 -0.00263465 0.00597126 -0.000262487 -0.0553381 0.0271541 0.00041262 0.00125308 0.00660521 -0.000118291 0.010608 0.0265781 0.0171556 0.0438671 0.00337062 0.0155668
internal_weight=47659 33152.1 15087.9 1436.06 13651.8 10304.2 6540.44 4103.44 3347.64 580.291 1520 562.516 18064.2 7438.98 3374.19 1600.13 3763.75 1525.66 79.7512 501.312 4064.79 10625.2 2491.42 2583.44 585.257 264.055 116.014 58.9411 1063.25 367.184
internal_count=561967 448833 166429 11768 154661 130299 84710 66487 24362 4144 50326 4813 282404 129176 62767 25212 45589 18505 857 3726 66409 153228 27655 16161 4231 1894 2349 936 14506 3950
is_linear=0
shrinkage=0.05


Tree=314
num_leaves=31
num_cat=0
split_feature=32 12 26 20 33 42 31 36 22 24 7 19 36 17 43 0 31 31 15 27 8 28 31 32 16 39 8 31 37 36
split_gain=14.4351 27.5415 33.8056 33.3997 33.1637 41.5745 39.992 32.7516 31.11 32.2591 31.0107 36.1545 30.7386 45.266 39.8011 57.9842 47.5386 47.3703 33.5588 30.341 30.1671 57.2463 38.49 32.2105 48.9253 30.9497 50.3393 76.4855 30.1563 61.9238
threshold=0.083589290972365657 338.70571240773245 3.3657448028044121 4.3074124880291169 1315.3156196670334 26.048940762524357 -0.61522904207182127 174.1225027432009 53.499563784294558 4.7559948842531314 6.2150000000000007 63.343483583797017 3882.0958333100184 755.65902640489594 0.76911140845335868 5.7500000000000009 2.301236440143982 1.050146596824076 18.688818105135077 1.3236954137709545 1.1950000000000001 1.4040352950219825 0.56781178018796796 0.47692551986036219 3.7509598979072054 617.05691511840052 1.2350000000000001 -0.13598335509681228 0.08546104364321444 1209.3798998403718
decision_type=2 2 2 2 2 2 2 2 2 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 19 -4 6 7 8 -6 9 -2 11 -5 13 28 -15 17 -17 -16 -19 -3 21 -21 23 24 -22 26 27 -25 -8 -30
right_child=1 2 3 10 5 -7 12 -9 -10 -11 -12 -13 -14 14 15 16 -18 18 -20 20 22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0026477192054212956 0.040956206857161143 -0.023794266593166351 -0.012031257080556088 0.0053922388237589132 -0.07091328047472184 -0.053278893406067986 -0.0074470113317321451 -0.0043618964389629238 0.052674161751216635 -0.029015556190821881 -0.0046415930915313462 0.026901534370727107 0.0072180698744182667 0.010363030958824118 0.0025487935003826357 -0.033681334735536472 0.0066461578717353954 -0.028865570028602752 0.040285722305052694 -0.052052376400880666 -0.038125170275890172 0.059346701988421291 0.008077676798512087 0.53605152956187563 0.045583720081807853 0.022153913961287405 0.062964856494347521 -0.052299704467706092 7.5260455047514204e-05 0.0099235729681487611
leaf_weight=4660.913059400802 31.055130367632955 42.552375921804924 341.48777348070871 1314.7436235754285 18.637747954227962 45.28492317115888 1214.5031879047165 2280.1960160651361 64.356273997342214 35.077680889051408 621.06151323311497 229.46416779537685 1496.8476903404808 244.2446001675562 676.22000731807202 376.74934370955452 90.663364103995264 219.91302401141729 19.065765812061727 35.127921499137301 29.720305387862027 17.16918136109598 187.90333088231273 1.375329645117745 42.298072856618091 56.867857817560434 95.868681582738645 0.92317567230202158 31466.050720529602 1681.4428379095043
leaf_count=72581 198 1953 6417 12979 293 380 23251 23479 474 273 4309 1495 11067 2614 9172 4108 435 1436 72 7256 969 1749 1312 16 361 1036 879 76 361105 10222
internal_value=-4.78883e-06 0.000281841 0.00488869 0.00250168 -6.59252e-05 -0.00583604 0.00029365 -0.00490146 0.0279258 0.0038423 0.00479369 0.00858845 0.000197461 -9.45399e-05 -0.00824414 -0.0115312 -0.0258591 -0.00421361 -0.0233487 0.0166258 0.0203068 -0.01548 0.0248171 0.0386701 0.011039 0.0515056 0.0685089 0.299745 0.0002913 0.000574827
internal_weight=47637.8 42976.9 3016.56 2506.76 39960.3 2344.12 37616.2 2298.83 130.489 66.1328 2165.27 1544.21 37485.7 35988.9 1626.86 1382.61 467.413 915.199 238.979 509.806 467.254 52.2971 414.957 227.053 72.0184 155.035 98.1672 2.29851 34362 33147.5
internal_count=561967 489386 40807 25200 448579 24152 424427 23772 945 471 18783 14474 423482 412415 17837 15223 4543 10680 1508 15607 13654 9005 4649 3337 1330 2007 971 92 394578 371327
is_linear=0
shrinkage=0.05


Tree=315
num_leaves=31
num_cat=0
split_feature=43 0 8 28 43 41 36 0 22 25 21 8 37 38 26 45 23 8 16 26 37 0 20 8 49 20 14 38 30 17
split_gain=14.4229 40.2402 38.0197 57.639 44.4681 46.7203 57.3797 36.3258 38.5087 44.4276 69.1216 37.6859 36.817 39.7058 48.6533 43.9842 41.9311 44.6388 42.6304 52.6302 39.2913 38.3235 39.5637 39.6734 37.4807 35.4933 34.4162 34.3606 35.0234 38.7842
threshold=2.3797351970813265 9.8500000000000032 2.3550000000000004 0.63694534066410335 6.7382724326740435 3.6630298968389217 358.52507188305964 11.250000000000002 28.525119184651576 3.2360895343584501 11.26521210657579 2.1250000000000004 0.1508556904165049 10.54853483501633 1.5949831585400909 -1.0854323792375415 11.207402916387855 2.5950000000000002 4.1618079763059566 3.628859369536066 0.089379382805962651 5.8500000000000005 4.472260239675018 2.4150000000000005 0.20355769928689893 4.2287696875199901 2.2522979527957925 8.5934427185150408 2.3377205766066025 234.03168720599083
decision_type=2 2 2 2 2 2 2 2 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 -3 5 6 26 12 9 -9 -11 -10 13 14 15 -1 18 -18 19 -16 -15 22 23 -21 -14 -5 -4 28 -26 -30
right_child=1 2 4 25 -6 -7 -8 8 11 10 -12 -13 24 20 16 -17 17 -19 -20 21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.062394702498496851 -0.0016545603742390313 -0.011868411101898228 -0.18184713110003919 0.00011067806606633075 0.010759110567921053 0.00021407208525495475 -0.0091717230357222165 -0.008703903661680527 0.010901535217838713 -0.088474800336307918 -0.013296259811889449 -0.0071637517628601217 -0.0039065796538814901 0.0002796469299985571 -0.00040466858135940453 -0.036441365699678034 -0.0071477076045531763 0.0027356819459527799 -0.0067219243654824904 0.057749353237207701 0.0098929428181737632 0.0013907499338793501 0.015606031102772878 -0.0097974350299878596 0.0024413446766132609 0.02519985771885358 -0.051060354185513551 0.02380698125377044 0.015955866557674437 0.0025729374532892143
leaf_weight=12.129052146803586 20460.670237446408 188.21817312593339 5.4089146861806503 186.88444701430853 652.65552582684904 811.58179981331341 191.64963073655963 311.70605647098273 408.54414553416427 51.460680160787888 75.334203176666051 984.03332468029112 1399.3874577025999 3956.8499662802205 559.91286305448739 156.48592854998424 3900.4290124373219 1615.710839509964 538.78004016587511 147.31873513804749 1453.2823418311891 168.00381825841032 213.63911814161111 25.501562144607306 6087.8499092264683 573.7175863198936 71.81957244919613 234.27519798779394 1181.9132851538016 998.91243087008479
leaf_count=109 231758 2803 60 1657 4538 4318 1090 1885 4032 433 567 6081 14471 59889 9456 10796 92735 7815 4163 791 15727 945 1231 125 64194 2672 494 1501 9009 6622
internal_value=-4.77091e-06 -0.000899714 0.00485906 0.0129049 0.000454236 -0.00577046 -0.0238342 0.000841229 -0.00593274 -0.0188545 -0.043808 -0.00186389 0.00138884 -0.000387814 -0.00278385 -0.0293317 -0.00215947 -0.0042528 0.00482544 0.0104084 0.00286199 0.0213277 0.0299948 0.0477821 0.00367607 0.0190353 -0.0602204 0.004924 0.00438899 0.00982591
internal_weight=47624.1 23142.6 2681.94 948.82 1733.12 1080.46 268.878 24481.5 1831.08 438.501 126.795 1392.58 22650.4 12748 7337.91 168.615 7169.3 5516.14 1653.16 1114.38 5410.13 554.463 386.459 172.82 9902.34 760.602 77.2285 8502.95 8268.68 2180.83
internal_count=561967 249390 17632 7132 10500 5962 1644 312577 12998 2885 1000 10113 299579 203782 128166 10905 117261 100550 16711 12548 75616 3092 2147 916 95797 4329 554 81326 79825 15631
is_linear=0
shrinkage=0.05


Tree=316
num_leaves=31
num_cat=0
split_feature=43 45 8 18 43 17 39 22 21 33 45 0 21 7 18 22 24 21 29 29 43 26 28 38 8 0 19 25 25 9
split_gain=14.3851 30.2991 30.3104 27.4333 25.3324 37.684 52.7162 34.7877 31.0262 46.3212 30.6756 30.4642 42.0787 47.4332 73.095 33.0105 30.2955 48.1743 35.343 34.0877 41.0161 43.894 34.431 33.2886 29.7448 30.7678 29.3568 29.6497 29.4029 29.2963
threshold=0.58970741901776391 -0.88072183738141707 1.9450000000000001 167.05337660696364 0.91168991834100988 519.77968419108709 377.95786510688595 29.374206190478112 2.8178551674047108 274.7080075657978 2.1054903941915475 5.1500000000000012 5.4725925074262376 1.1950000000000001 167.05337660696364 171.2184723729608 3.6193086846215397 3.0473366802287667 46.110346418735013 10.377991179152934 0.90891415691353272 4.317008272653684 5.360492726035738 8.295631029327458 2.5950000000000002 4.6500000000000012 9.4077025568235939 2.8204447277647033 7.6499638724787307 1.3250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 9 -7 16 15 13 14 -13 26 -2 19 -19 -18 21 22 -21 -22 -9 -26 27 -8 29 -28
right_child=4 -3 -4 -5 5 6 11 24 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20 20 23 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.034637891412532304 -0.0046951383904279588 0.0018351932332267538 -0.0052232044394788834 0.043254822217294903 0.0001904107226034862 -0.015527946836422481 -0.017125316023654552 -0.023565325832834695 -0.0014062293092394556 0.18238704519947266 -0.0092576034903421641 0.083130115303962318 -0.0030055671807926532 -0.045268928987230755 0.96814278215259064 -0.0012813903402449235 0.044385193113481151 0.0051086217725197251 -0.040821462683663136 -0.0097618099064216562 0.16477722343565163 0.040491804021887061 0.19404006766629833 0.021218980353199246 -0.025790919628358933 0.00026726707455115275 -0.046774026604628552 0.071584151632987425 0.026845505756507088 0.0067409541212076545
leaf_weight=184.3334375351551 736.78008724591928 649.72979238652624 342.62545890174806 12.042265389929524 37662.505433402548 6.069649688433854 12.20415664790198 643.59047571592964 360.77454230701551 5.7638427722267807 435.19167946773814 1.9284790455130854 911.43667605973314 85.073755799501669 0.2654179292730986 632.39811484812526 127.67102745483862 3555.7729764369433 42.383337413717527 159.39454314281465 7.6997522276360568 69.162473226082511 2.0996963414363554 8.4914202573709172 162.48170372936875 374.0747050344944 30.031232653302141 41.279061031411402 173.62890263041481 172.3181433006539
leaf_count=4175 9909 7536 1950 48 447710 106 371 9987 2055 39 3382 162 6518 3948 3 12263 3440 30705 834 9528 83 422 10 326 1065 1790 519 353 1009 1721
internal_value=-4.25305e-06 -0.00543543 -0.0141997 -0.0298613 0.000134828 -0.000277539 -0.00515509 -0.0121122 0.00120682 0.0808722 0.00344327 8.75176e-05 -0.00618131 -0.0393493 0.190199 0.0059835 0.00461694 0.00634397 0.0045676 0.0234103 0.0125619 0.00716198 -0.00711204 0.0894885 -0.0163175 -0.00762376 0.0166813 0.0513418 0.0117508 -0.00120135
internal_weight=47609.2 1188.73 539.001 196.376 46420.5 41275.8 3613.32 1552.75 372.608 11.8335 5144.65 2060.56 998.704 87.2677 2.1939 1061.86 4709.46 3972.68 3598.16 374.519 246.848 230.657 161.494 16.1912 1180.15 536.556 429.461 53.4832 375.978 202.349
internal_count=561967 13709 6173 4223 548258 489619 41909 15042 2200 145 58639 26867 10631 4113 165 16236 55257 45348 31539 13809 10369 9960 9538 409 12842 2855 3973 724 3249 2240
is_linear=0
shrinkage=0.05


Tree=317
num_leaves=31
num_cat=0
split_feature=34 16 22 46 4 12 8 21 23 34 8 45 43 20 28 39 31 33 26 20 25 16 33 26 34 40 37 38 15 28
split_gain=14.177 41.9059 42.5616 38.5485 38.0084 36.3027 34.8851 39.3818 33.5799 33.4011 33.089 32.0522 31.4663 32.5904 30.7256 32.3265 29.6323 29.5788 42.5647 48.1702 37.4189 41.9509 38.1236 37.3459 38.3243 45.2383 49.0326 38.3956 35.4836 36.4583
threshold=0.16265717994395917 18.899420142426827 52.284670304846394 0.062385782667075305 1.0000000180025095e-35 40.954556645789516 0.80500000000000016 6.1348888432380937 6.0073563543621082 0.12526896436639703 2.4150000000000005 3.1076736685583093 0.51426574453780705 13.99103810659974 0.19134157272315427 1110.71081171741 -0.51000226197285747 103.0017417686023 1.3566346071460476 2.0801178009760366 4.4792072651464938 2.3624634476834392 247.62913960033339 3.2060806292254478 0.25456886151019315 0.28200535932163517 0.20489331463015356 4.1445610419872212 1.9378193592058122 0.83710619273729214
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 9 7 -7 -8 -1 14 -9 13 -10 15 -6 -16 23 -19 20 21 -20 28 -2 27 26 -26 -25 29 -23
right_child=4 2 -4 -5 10 6 8 11 12 -11 -12 -13 -14 -15 16 -17 -18 18 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.010907492611554414 -0.0027439901209278059 -0.054970141850108623 -0.0080252263916858087 0.010928515286274705 -0.05235642552035269 -0.036884992847357127 0.015530621352390379 0.02111326145052711 -0.040136289047422925 0.00084252381124636259 -0.0035213475684603961 0.24914632909111939 0.002121902129531322 0.027031802923366734 0.068282304617096057 0.27956958449240682 -0.039052377963795848 0.030737534476681518 0.0049297960043007023 -0.00094560201206917544 0.0061446772388050247 0.11930999454527143 -0.044065550653380789 -0.0021616947447669946 -0.015239196579601089 0.0067349945921607608 0.0028962775000042863 0.014154926537853064 -0.0046858861767924897 -0.03467725278160886
leaf_weight=1121.1641662712209 2526.8148475684866 54.602823299355805 417.05163751542568 1047.7155156164081 1.3522030808962875 102.12817701045424 468.23990209493786 17.481151983141903 82.046612047357485 1313.2603355649044 237.6297259114217 1.6899752914905537 11153.028224724898 23.156434779753909 6.6896562895271918 1.6032222737558184 165.79494171208353 103.23895089910366 175.92437084869016 22422.633671728487 226.97219377511647 3.9184576915577045 156.89290846290532 476.25984096413595 659.43157773296116 1798.4824887965806 857.17962932994124 1483.9584117819613 294.51100076589501 201.89570861367974
leaf_count=11892 35082 346 2473 8830 194 17269 3698 335 1487 14783 2705 3 188791 162 107 39 9028 1702 3494 205208 3331 17 2667 4473 6092 9851 7157 12192 5026 3533
internal_value=-4.43542e-06 0.00121967 -0.01346 0.00167131 -0.000612674 0.000992222 0.00213489 -0.0245415 0.00241084 -0.0045689 -0.0156808 0.0412149 0.00186517 -0.0253518 -0.0321505 0.127703 -0.0348895 -0.000414377 -0.00129717 -0.001438 -0.0118528 -0.0167559 -0.0225607 0.00225431 0.00464844 0.00137136 -0.00498913 0.0101906 -0.0158172 -0.0317455
internal_weight=47602.7 15801.6 471.654 15329.9 31801.2 14282.2 11847.8 121.299 11726.5 2434.42 413.07 19.1711 11258.2 105.203 175.44 2.95543 172.485 31388.1 23586 23482.7 1060.11 833.142 657.218 7802.13 5275.31 3315.09 1516.61 1960.22 500.325 205.814
internal_count=561967 250069 2819 247250 311898 238420 211745 17607 194138 26675 12073 338 190440 1649 9368 233 9135 299825 224978 223276 18068 14737 11243 74847 39765 23100 13249 16665 8576 3550
is_linear=0
shrinkage=0.05


Tree=318
num_leaves=31
num_cat=0
split_feature=22 26 0 47 8 32 34 47 36 27 47 14 13 7 8 47 8 41 34 27 27 47 39 23 8 46 30 23 45 16
split_gain=14.4858 23.5127 31.9998 30.3002 28.764 33.4397 36.6715 34.1219 25.7216 26.585 23.9172 23.2619 25.0039 32.651 23.0071 31.6087 28.3505 29.3379 38.28 27.4657 50.4382 25.0242 22.385 27.8976 27.9616 33.1008 29.1293 23.5175 23.8418 34.7039
threshold=7.3163198070008049 2.890695203335913 9.9500000000000011 3.8359990012464831 1.3550000000000002 1.6587874312772717 0.1384928711458677 0.34991770608055583 241.90841985332088 1.2715540153269862 0.44619256435919102 6.7258805757608799 5.4772774142162044 3.9850000000000008 1.1650000000000003 0.90524226961843179 1.1050000000000002 3.4320070274060144 0.34750336756996048 1.4828156834296438 1.1889008689559957 1.0601520642147553 60.101813583588331 11.666267254565367 1.7550000000000001 0.034230939872262174 0.65549113768826339 3.8429905407951819 -0.79382700933208949 2.2412483785192365
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -1 -8 9 -6 -9 -3 13 -13 16 -16 17 19 -19 20 -12 -17 23 24 26 -26 -2 -24 29 -29
right_child=22 2 -4 -5 8 -7 7 10 -10 -11 14 12 -14 -15 15 21 -18 18 -20 -21 -22 -23 27 -25 25 -27 -28 28 -30 -31
leaf_value=-0.050944154546754342 -0.046623034431564056 0.027248089930081404 -0.024232004675414365 0.020484869123148286 0.0002175747524047839 0.055653227893433702 0.04004250870347334 -0.07636236545933156 0.019359127307705705 -0.033118380790598027 -0.06103279515863496 -0.20727903371994044 0.0069091955805708795 -0.0076292353240305713 -0.021220248732450205 0.078565385097418949 -0.077912289499858761 -0.02731700599492248 0.066078651690447701 -0.066868951274814126 0.062227295875483618 0.017017732019680085 0.0087416224428834514 0.014092500643058822 0.0077911685002357792 -0.011756080452811443 -0.01148805501524585 0.0081355573653842713 0.00026380359693870074 -0.0055300695681155332
leaf_weight=31.154201989993453 89.04864775959868 275.5568045610562 46.580515003297478 153.51784004084766 92.130304800346494 30.210723609663546 59.412407835945487 10.386995851993559 45.339608058333397 170.46585016045719 16.275065176188946 3.2445318009704334 93.451085181906819 5.5523169133812189 38.672683100216091 22.46812467649579 15.379339058883486 19.426116599701345 25.208219796419144 25.898592691868544 16.936293533071876 62.329946518875659 763.86990533932112 147.38434329058509 332.06652984768152 622.70112054701895 174.7715146006085 534.42664545326261 40105.439684984944 3554.6504380669794
leaf_count=339 1962 1025 361 530 573 101 231 93 170 1270 134 36 399 23 268 74 141 137 79 222 60 292 4637 1182 1646 3623 2369 10924 493107 35959
internal_value=-4.40514e-06 0.00528613 0.0148696 0.000416602 -0.00410278 0.00521976 0.000784771 0.00594356 -0.0154181 -0.0214227 -0.00206454 0.0196906 -0.000676899 -0.0812658 0.00111662 0.016241 -0.0145597 -0.00516812 0.0254302 -0.0282732 0.00182429 0.0333254 -0.000148259 -0.00645388 -0.00893891 -0.00495758 -0.0233474 4.33249e-05 -0.000107019 -0.00374402
internal_weight=47584 1259.6 424.385 835.212 681.694 373.759 343.548 312.394 307.936 262.596 252.981 377.805 102.248 8.79685 242.594 123.471 119.124 103.744 44.6343 59.11 33.2114 84.7981 46324.4 1365.97 1218.59 954.768 263.82 44958.4 44194.5 4089.08
internal_count=561967 6558 1844 4714 4184 2171 2070 1731 2013 1843 1500 1483 458 59 1407 634 773 632 216 416 194 366 555409 10782 9600 5269 4331 544627 539990 46883
is_linear=0
shrinkage=0.05


Tree=319
num_leaves=31
num_cat=0
split_feature=24 31 0 49 21 49 23 17 0 19 14 26 33 49 32 49 34 27 43 42 42 8 28 36 40 24 13 17 25 28
split_gain=14.3988 42.4039 31.2927 32.9965 30.5835 41.217 39.7737 32.3268 49.2084 50.7111 43.1503 46.5191 51.3883 40.6229 34.2655 38.5331 33.1014 32.5845 32.3583 31.5249 35.7522 34.2016 42.7315 47.4612 36.0533 31.5998 30.8608 38.2277 33.3499 30.0948
threshold=19.283047696957457 0.74769084722388002 16.850000000000005 0.71918937141200612 14.617732529224595 0.67176097431272452 12.120086482684046 161.74505131201656 5.1500000000000012 20.51163351141021 8.8136718787832855 12.212034763991637 261.97174297581881 0.6497150458318125 1.8003040229083034 0.45692909181299834 0.30882383747170733 6.953795131307416 3.3314190903232004 8.7881811907217706 9.0035412382910689 1.7850000000000004 0.91656426333786756 258.3601517381573 0.28200535932163517 23.371723914943185 41.022255849329248 273.72349219336689 13.779727123029502 0.16618706563752858
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 5 6 -2 13 10 -10 17 12 26 16 -14 -16 -8 18 -9 -11 25 22 23 -22 -23 -21 -12 -28 -29 -1
right_child=1 2 3 -5 -6 -7 7 8 9 19 11 -13 14 -15 15 -17 -18 -19 -20 20 21 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.029684227777152034 0.018720594977789998 -0.0020378829436809623 -0.015668104643505369 -0.085470480286239131 0.0092193510659488546 0.010235289592847885 -0.0031312856942114844 0.027556470575565678 -0.033626657427163066 -0.031550934897787132 0.0087969065066993164 0.019690635942450616 -0.020415974133035038 -0.051867677523952431 -0.022924510637975862 0.074053683155535677 -0.02515362112675551 -0.027166505627152546 0.12767659147187249 -0.085083606305466769 0.43004297630679544 0.014616348128158277 0.010998464939219812 -0.044946735318382336 -0.03113947477584459 0.092118981727905294 -0.0513874002142009 0.066404436271091993 0.22161325946317076 -0.000385776581012296
leaf_weight=87.853790711204056 243.60552406392526 3256.2156679573236 83.849210388492793 21.213826598599553 1966.1376452008262 1107.6473826207803 1241.0521778233524 257.52183958078967 149.79490543273278 75.433931851643138 124.51496374397539 275.75949861551635 344.19817535125185 50.308476740843616 19.543121799419168 21.524332111002877 197.83143988560187 26.783915373845957 8.3312690530437958 2.9276202762266648 0.52907005441374977 325.06351355894003 66.20421571249608 88.001406167284586 49.624209008645266 17.886935686925426 5.3015035654534612 16.501440568361435 4.3795681364135808 37439.626480384788
leaf_count=8737 1702 19434 469 163 11128 12477 18714 2645 2835 1632 2031 1534 11055 945 545 233 2142 475 60 60 14 1974 1093 3435 336 204 165 167 29 455534
internal_value=-4.27359e-06 0.00167679 -0.00290446 -0.0297623 0.0039798 0.00179737 -0.000789736 -0.00220048 0.00215881 -0.00749513 0.00893768 0.00300341 -0.00558237 -0.00770327 -0.0152653 0.0279038 -0.00615913 0.0253983 0.030694 -0.00123886 0.00291673 0.000389597 -0.0193861 -0.0421081 0.00855638 0.067195 0.0191726 0.0685155 0.0989578 -0.000454366
internal_weight=47575.2 10047.7 3361.28 105.063 6686.41 4720.27 3612.62 3369.02 1879.83 775.466 1104.36 811.723 535.963 1489.19 385.266 41.0675 1438.88 292.637 265.853 625.671 550.237 529.422 154.735 88.5305 374.688 20.8146 150.697 26.1825 20.881 37527.5
internal_count=561967 97696 20066 632 77630 66502 54025 52323 30522 11583 18939 15759 14225 21801 11833 778 20856 3180 2705 8748 7116 6852 4542 3449 2310 264 2392 361 196 464271
is_linear=0
shrinkage=0.05


Tree=320
num_leaves=31
num_cat=0
split_feature=36 8 7 21 30 0 31 49 33 26 28 24 36 27 40 41 22 46 38 37 47 45 8 39 43 8 9 47 45 28
split_gain=14.212 28.905 27.9902 34.0712 34.653 27.2456 26.2784 24.5151 41.7169 28.8355 28.3763 23.4793 22.072 21.8701 20.8364 38.0545 39.549 39.3568 32.9678 52.039 38.6847 34.9519 30.9648 58.9645 28.8332 35.4637 46.0795 27.8202 28.4349 34.632
threshold=249337.88622641834 1.8450000000000004 41.505000000000003 7.8608245142103659 7.5475135590041189 13.850000000000003 0.051429904834569017 0.31482348513275604 144093.61222429175 10.729545205863907 0.7237249216490631 3.9600460136985736 735.64448054863828 2.0868112521974349 0.035990462356050211 37.150241088895086 1773.8278737205007 0.012263843846666704 18.55293795391318 0.06474372698664578 1.9731789334839605 -0.36042625653024291 0.94500000000000006 42455.807355274017 3.2246891052976063 1.7850000000000004 2.9450000000000007 1.9113142984955667 0.051922927217186395 0.64997027732653956
decision_type=2 2 2 2 2 2 2 2 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 14 4 -4 11 -2 -3 -9 13 -11 12 -5 -10 15 16 -1 -17 19 20 24 -22 23 -19 27 26 -26 28 29 -16
right_child=1 7 3 5 -6 -7 -8 8 9 10 -12 -13 -14 -15 18 17 -18 22 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.018975645463742405 -0.071079780840254 0.023209661009580003 -0.048887755692544214 0.066116433559063312 0.058096766620085241 -0.13501589991778937 0.058457079931897964 0.010808358721548367 -0.24622842472639148 0.065887341543866648 -0.02152469275787184 -0.008189124701108115 -0.02399783742432848 -0.06420892553670321 0.0051484454049042869 -0.010980445789524246 -0.095774553237015836 0.23024431379921106 0.0070595441725160024 9.1736344301155163e-05 -0.051695888319605678 -0.010179974989325161 0.011308399894193827 -0.015589124963524579 0.050676648912932547 -0.0067235493252438723 0.27052323656750515 0.064671188691009671 0.0096299864908356222 -0.036831062569888891
leaf_weight=214.6369834599318 4.3302829458843908 133.96076147956774 86.243842419004068 21.405433800071481 8.2971866149455291 3.9867899753153315 40.842246135463938 272.1115858447738 2.1665805336087924 9.9119652025401574 146.63948186952621 270.8785191453062 9.9554051151499134 6.9250056277960539 72.635716139280703 385.80715559911914 18.183727286465 4.6856552169192565 1665.3574424430262 43459.72832065096 109.69450287270593 94.260897472500801 218.99253283417784 5.0877171633765101 18.344859053031545 27.838423062115908 2.7393771545030168 11.769871258409692 93.034141860320233 151.81414824054809
leaf_count=4233 100 778 1574 38 31 39 144 2127 29 36 1100 1921 67 51 2500 5405 267 143 15580 513446 1874 1338 1553 42 217 146 11 119 2533 4525
internal_value=-4.29496e-06 0.00753552 -0.000103351 -0.0132606 -0.0394985 -0.00516022 0.0460395 0.00449323 -0.00123434 -0.0210176 -0.0159902 -0.00344732 0.0375099 -0.107585 9.91382e-06 -0.0077588 -0.0249738 -0.0012372 0.000153943 -0.000107179 -0.0149574 -0.0325087 0.0151945 0.102271 -0.00549182 0.0303244 0.0792403 -0.0108136 -0.013612 -0.0232458
internal_weight=47572.3 616.888 46955.4 400.767 94.541 306.226 45.1725 571.715 437.755 165.643 156.551 302.239 31.3608 9.09159 46554.6 847.394 232.821 614.573 45707.2 44041.9 582.132 203.955 228.766 9.77337 378.177 48.9227 21.0842 329.254 317.484 224.45
internal_count=561967 4365 557602 3670 1605 2065 244 4121 3343 1216 1136 2026 105 80 553932 11643 4500 7143 542289 526709 13263 3212 1738 185 10051 374 228 9677 9558 7025
is_linear=0
shrinkage=0.05


Tree=321
num_leaves=31
num_cat=0
split_feature=17 39 42 16 27 22 36 26 33 16 33 12 0 17 8 36 14 9 25 38 20 25 18 28 29 39 15 8 46 29
split_gain=13.9413 36.1847 31.8967 31.1561 33.7199 29.2341 31.6179 38.9188 38.8953 37.7526 35.2955 54.3733 49.1845 40.8399 42.2035 46.7561 45.274 37.2346 39.2387 41.8569 38.2613 36.29 34.853 36.8245 37.4505 37.822 42.2143 34.2366 33.8906 55.0373
threshold=16.310857543659896 160.98309648426945 17.261259353115175 18.899420142426827 1.6763295677255812 4.8543232062470603 193.57504647199559 1.8239371493406147 135.665518275507 1.637697299320493 142.24827777581888 27.640393298739461 14.350000000000003 159.98196353172489 2.0950000000000002 829.99708208904622 7.7620113246034768 1.925 1.8346556592745085 5.4445857938650848 2.1110293417027628 5.2329277780514962 25.568291102373855 0.19134157272315427 8.4090992777846463 291.44340716664209 0.9075681289028884 1.5050000000000001 0.027937795976106409 25.18937318235621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -2 7 8 -7 -9 12 -12 13 -8 17 16 -16 18 19 20 -15 27 23 -20 -25 26 -26 -14 -24 -30
right_child=5 2 -4 4 -6 6 10 9 -10 -11 11 -13 21 14 15 -17 -18 -19 22 -21 -22 -23 28 24 25 -27 -28 -29 29 -31
leaf_value=0.0011911848898829597 0.023997979321578985 0.040604915190472782 0.0092785415728746986 -0.0010054883134235724 -0.13160036149352791 -0.032129491026321323 0.0072687731790319543 0.017016545446857784 0.0015770403579085737 -0.0032857410793452678 -0.0079815608255798722 9.6389920281334538e-05 0.066801927176289799 0.33735248276501334 -0.016554100695398231 0.0066689251447854874 0.0025160315201354358 -0.0037022746113696187 0.1724015330801579 -0.021986371488693826 0.046754399573244121 -0.049162317932166764 0.029050086318370832 0.011870364783416326 0.19328930126601121 -0.010288729516704738 0.055507249454101584 -0.011295646639046702 -0.0067602683671243811 0.064107601596447877
leaf_weight=2134.7456098280381 124.33032979769632 100.0894826798467 431.88375021051615 10.63354034908116 9.235978745389728 225.69872345714248 4342.9278469033598 237.8441317085526 137.86801286690752 6143.9318437365582 2252.570620568993 27699.428972452733 14.750179543509146 1.3751768914517004 889.58251501829363 620.06726378155872 478.71292020590045 525.19303285575006 4.6207771355984724 106.98403124464676 6.4239487703889608 63.143043221207336 149.65274040668737 133.26792132627452 5.928840037318877 20.831823390442878 89.172894578485284 288.68266377504915 282.32232406915864 30.340991713863332
leaf_count=12477 514 797 2088 39 77 8597 40431 3256 5531 81188 16931 356891 149 14 5327 3766 2444 7814 117 2336 87 561 1610 1450 34 256 734 1758 4259 434
internal_value=-4.17563e-06 0.00349443 0.0151725 0.000611119 -0.0617101 -0.000213628 -0.000280894 -0.00343559 -0.0193476 -0.00252909 0.000279005 -0.000511121 0.00321741 0.00407065 -8.22356e-05 -0.00472077 -0.00988221 0.00671888 0.0133057 -0.0138341 0.097994 -0.0146757 0.0176557 0.0325423 0.029949 0.0507307 0.0640969 -0.00749924 0.00948256 0.000116782
internal_weight=47562.2 2686.59 531.973 2154.62 19.8695 44875.7 44751.3 6745.34 363.567 6381.78 38006 29952 8053.98 7687.41 3344.48 1988.36 1368.3 1356.11 830.921 114.783 7.79913 366.576 716.138 253.822 249.201 115.934 95.1017 303.433 462.316 312.663
internal_count=561967 15478 2885 12593 116 546489 545975 98572 14128 84444 447403 373822 73581 71113 30682 11537 7771 19145 11331 2437 101 2468 8894 2591 2474 1024 768 1907 6303 4693
is_linear=0
shrinkage=0.05


Tree=322
num_leaves=31
num_cat=0
split_feature=27 29 9 42 8 29 8 19 28 30 13 29 19 46 13 7 35 40 9 36 17 8 32 0 25 43 33 17 17 23
split_gain=13.9649 22.9431 29.6104 19.5893 20.4963 17.5951 48.7786 33.2548 33.2424 35.7069 24.8586 45.8478 35.498 24.8543 24.7341 38.9579 30.2736 30.9576 23.6133 37.9747 50.3777 36.8368 35.3959 34.3083 38.6499 35.1625 32.2209 36.3159 31.8906 35.1448
threshold=0.3023626158165062 4.7218282314076658 2.0350000000000006 26.048940762524357 4.3350000000000009 3.4109446527518359 1.8550000000000002 58.864483646669818 0.90962060151129631 7.1048325572131645 30.020935976475958 3.3167134505034497 12.563922693287049 0.014946825034866123 10.107525713418235 0.90500000000000014 1.7440331843305847 0.014528948534250156 1.5450000000000002 1840.4652625422682 881.71773317692157 1.4650000000000001 -0.11234383714011835 14.550000000000002 8.9069546988685016 0.53562711406027019 412.03259007714473 106.77043562485225 89.147466198274216 26.382391778877459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -12 -13 -11 16 -16 -2 -18 23 20 22 28 -20 25 26 -7 27 -25 -21 -30
right_child=5 -3 -4 -5 -6 18 7 -9 -10 13 11 12 -14 -15 15 -17 17 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.045263028004813195 0.32148004301151611 0.02644946067050262 0.012797294543451278 -0.16656270146893842 0.0073272722067271078 -0.020258265750546119 0.0085973175853597695 -0.03026068504622096 0.046043526099712226 0.15167605979883469 -0.0018319731795591683 0.36488076738602743 0.079462348496035617 0.022150539319960368 0.35733673208308031 -0.028848060177984615 0.32970940819989347 -0.0060829640220115685 -0.026053423379985608 -0.051120645404256607 -0.017279386867062242 0.0018350050045021181 -0.0015055305688073007 0.003051874659581115 -0.049214364200112923 0.0015436152114391873 0.011281435195127294 -0.029657109221844054 0.03727055209442711 0.005166289972519872
leaf_weight=77.876919473666931 0.71504344418644805 29.278967357880902 43.320700399868656 2.810338720213621 24.310422854032367 186.61379721947014 2016.7350286181318 56.605097925057635 25.909293417818844 4.8297431012615588 57.956492821889697 1.2903068971936571 6.9957438120036386 15.884934488160068 0.65458822099026193 277.46203921386041 0.68942304141819377 155.61605488901841 147.96962302894099 15.586789979366584 532.49928411841393 2982.1475835938472 19354.111781380227 150.52493892656639 59.464690048247576 20626.915341115178 168.5843509407714 194.52545917395037 179.3490831994568 162.46993388765259
leaf_count=3191 4 287 771 33 135 2496 12990 566 93 46 2590 39 143 322 36 11950 6 4873 2860 394 6954 18861 223264 862 498 256480 924 1438 3792 5069
internal_value=-4.04689e-06 -0.0139986 -0.0219833 -0.0363333 -0.0327518 4.84074e-05 0.0040299 0.00753644 -0.0092369 -0.0119802 -0.0146381 0.0138964 0.123908 0.0523501 -0.018982 -0.0279391 -0.00311695 -0.00460187 -0.000184762 -0.00128327 -0.00210609 0.00365296 -0.00169178 0.00101583 -0.0110527 0.00134814 -0.00663469 -0.0153881 0.0188217 0.0220111
internal_weight=47559.7 177.597 148.318 104.998 102.187 47382.1 2621.34 2073.34 548.004 522.094 501.38 66.2425 8.28605 20.7147 435.137 278.117 157.021 156.305 44760.8 23374.1 20034.6 3339.55 19502.1 21386.6 573.099 20813.5 513.635 345.05 357.406 341.819
internal_count=561967 4417 4130 3359 3326 557550 33658 13556 20102 20009 19641 2772 182 368 16869 11986 4883 4879 523892 261194 233078 28116 226124 262698 3722 258976 3224 2300 9255 8861
is_linear=0
shrinkage=0.05


Tree=323
num_leaves=31
num_cat=0
split_feature=33 31 8 26 8 15 26 15 0 49 15 37 32 8 46 14 49 46 19 30 7 26 20 33 20 0 25 25 42 19
split_gain=13.9429 14.9084 26.3084 30.7175 31.0421 34.6592 30.3949 28.8326 26.6711 24.6593 44.0865 27.7961 23.4849 47.3148 38.8728 31.0081 37.529 28.6557 27.1526 26.301 39.5917 29.9303 28.3849 29.3861 28.1126 36.2925 110.744 82.4024 67.0167 65.4112
threshold=1.0000000180025095e-35 24.607669904713639 20.940000000000001 73.74767054318059 2.0150000000000001 4.603184941294705 161.2824273003742 21.084282740085534 7.6500000000000012 0.37618109830992302 24.713138039297291 0.8213774847148928 3.8166053693937108 1.5750000000000004 0.043213356159616974 11.61906453106417 0.57013073724675656 0.025587091218477857 6.8435870909206216 4.3165123326004471 5.3250000000000011 24.724076470261334 1.1785020396719579 762.66807100062954 7.845393234891282 5.3500000000000005 6.4088482639414108 5.086307266751267 12.421621351708987 19.03564852148855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -7 12 -6 10 -4 -12 19 14 15 -14 -17 -18 -15 24 22 -22 23 -21 25 27 -27 29 -29 -2
right_child=1 -3 9 4 8 6 -8 -9 -10 -11 11 -13 13 18 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.074871514111227985 -0.00022216780796470079 0.008519584858616024 -0.0092919193880496211 -0.042139867265752258 0.024929925935508582 0.030727876928042575 -0.02552861244486699 -0.0079455413375790155 -0.0071946764368613983 -0.015956544261012378 0.034084795169026079 -0.088460925258961501 0.025401020515436429 0.026347076590669406 -0.020452041431006561 0.027534446969304155 0.30959358976738161 0.094231082035899222 -0.0090535694873597906 0.020848396067721073 0.0088678115220852845 0.044522235296929412 -0.00032265823720198112 0.12458316462281312 0.0016939091001402628 -0.0014326966617433268 -0.017814910905799529 0.012762381615648355 0.00049742689803226967 -0.010686197123503513
leaf_weight=6.2179943858645847 8590.9218492741638 508.68430965254083 291.09679944510572 49.344278297852725 334.52168713416904 62.072487972211093 39.156099732965231 1131.9083568097558 80.077253849245608 499.85329534811899 100.56551492400467 4.8504836708307257 112.96018758398714 56.017998922092374 44.498185520002153 7.0802062724251282 2.929237047675997 3.2675642317626625 1638.6206760448404 44.005055809859186 1575.5162568290834 61.144782193936408 2703.510403102031 8.0807160288095456 14445.198387192562 7660.8096247764188 1192.1420484395931 2038.5686781292025 2455.0681050686399 1807.7210511200246
leaf_count=71 156145 4386 2208 270 1506 201 243 14029 492 4136 415 45 1821 291 950 121 11 40 10464 491 10200 230 22330 78 138751 83904 15859 35350 27823 29106
internal_value=-4.06581e-06 5.72438e-06 -8.63404e-05 7.84594e-05 0.0116635 -0.00778099 0.00896738 -6.51897e-05 0.0187253 -0.00857027 0.000741032 0.0284461 0.00013549 -0.00535576 0.019732 0.0338968 0.106178 0.196033 -0.00788337 0.00037604 0.00404018 0.0101998 0.000381713 0.0369421 -4.53713e-05 -0.00110345 -0.00363873 0.000403694 0.00606151 -0.00204126
internal_weight=47556.4 47550.2 47041.5 46145.1 565.172 150.573 101.229 45580 414.599 896.366 396.513 105.416 44448.1 1865.37 170.735 126.237 13.277 6.1968 1694.64 42582.7 4392.26 1636.66 2755.6 52.0858 38190.4 23745.2 8852.95 14892.3 4493.64 10398.6
internal_count=561967 561896 557510 550706 2712 714 444 547994 1998 6804 2668 460 533965 13698 2943 1993 172 51 10755 520267 33329 10430 22899 569 486938 348187 99763 248424 63173 185251
is_linear=0
shrinkage=0.05


Tree=324
num_leaves=31
num_cat=0
split_feature=33 12 26 39 40 29 17 39 0 22 40 22 21 26 21 25 26 23 21 24 22 31 13 37 34 12 17 31 23 31
split_gain=14.3718 62.5698 56.3208 47.2567 56.2411 84.841 42.939 40.7076 99.5928 65.7259 50.2576 47.4352 43.915 52.6659 41.5436 40.6724 39.0064 42.2034 52.7857 42.3342 38.7616 37.7051 48.4291 37.5589 37.1163 36.3583 72.1011 36.2596 35.61 35.3837
threshold=470.22837418410535 86.361514621882733 1.7419381133802558 475.14024481105179 0.16291753762888148 33.710642657192821 469.75763710908467 607.38152952597238 4.7500000000000009 216.32262972187766 0.1183946677511017 522.99363975217625 2.5875611674784742 2.6121139021452411 4.6364760929529778 1.3038973083539644 4.9252221259052362 46.467874099016584 5.8802622321487084 7.8379434471221527 32.41237845596153 -0.21644348952294107 37.237976266915055 0.11255887418610809 0.099393127697564185 170.36412127753132 183.82539555276665 -0.17832967586381804 77.86084978961415 0.89469132668392526
decision_type=2 2 2 2 2 2 2 2 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 24 4 21 28 -2 9 10 -1 12 29 13 -9 15 -10 -14 18 19 25 -5 22 -4 -23 -3 -18 -27 -15 -6 -12
right_child=1 2 3 20 5 -7 -8 8 14 -11 11 -13 16 27 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00026024315194868346 -0.010126890710484253 0.01211403804508617 0.061935577799440478 -0.029599104986793273 0.0014226472685417357 -0.045451702118959506 0.0059435916917764927 -0.010751803558885543 0.021700708326998237 -0.014542904122665234 0.030364847725277123 -0.0030291918138481196 -0.017783465741339061 -0.0020035984255161051 0.00051798321976006991 -0.026966705345239692 0.060100800563954421 -0.017009987449471586 0.0017856722948982866 0.018864677410820693 -0.0023288650503189919 -0.0013325010041181889 -0.019523886130405711 0.022160559945576221 0.053331454904798285 0.49412044165973423 0.086970401332064698 0.068822890183051696 0.03134652645624729 0.0044799438498592543
leaf_weight=30952.529230099462 2629.2807110470603 231.56709773745388 82.626371210440993 133.71247972501442 2207.5810083886608 94.959588264347985 493.70459239359479 52.508548274810892 51.106827273615636 768.45630895506474 706.52954411006067 174.64353782788385 220.221293415525 23.976052155368961 1651.2372508373228 268.33163719839649 48.278448141412809 138.29270479141269 277.37813524412923 97.762186773587018 5114.4874366520962 301.36246003798442 23.416777118982282 390.67224709963193 71.478256950504147 1.4794901986606408 4.1025500922696665 73.365952635416761 104.10926854237914 162.36267723399214
leaf_count=339887 24767 11201 1677 919 17147 1568 3525 3915 857 23354 5339 1651 6717 691 13146 7151 369 1740 2247 1025 76014 6612 1015 6018 1084 13 45 766 583 924
internal_value=-3.83417e-06 -0.00151017 0.000657015 -0.000102266 0.00468192 0.000867595 -0.00758635 0.000497776 0.00528329 -9.83703e-05 0.0132006 0.0207487 0.00479747 0.0296072 -0.00267505 -0.0191804 7.66001e-05 0.00700981 0.0147528 0.0384749 -0.00302365 0.0161842 0.0439474 0.01193 0.0218358 0.0740695 0.194883 0.0513778 0.0027703 0.025528
internal_weight=47551.5 11879 8755.97 8452.93 3204.73 2406.65 3122.99 35672.6 3951.58 31721 1980.9 1043.54 937.365 149.851 1970.68 319.438 787.515 567.294 429.001 151.623 5248.2 798.078 106.043 692.035 303.045 53.8605 5.58204 97.342 2311.69 868.892
internal_count=561967 152130 123838 111553 34620 19298 28292 409837 46596 363241 25442 7914 17528 5372 21154 8008 12156 5439 3699 1452 76933 15322 2692 12630 12285 427 58 1457 17730 6263
is_linear=0
shrinkage=0.05


Tree=325
num_leaves=31
num_cat=0
split_feature=7 8 32 45 30 31 20 43 31 49 0 28 47 9 45 23 13 40 39 45 12 26 46 46 43 24 28 28 39 38
split_gain=14.1355 26.0476 25.124 32.1099 28.4514 49.7668 50.6836 37.8459 46.5876 32.19 32.6795 32.2541 31.6773 30.5226 28.9976 28.9677 27.1205 26.4653 35.3169 33.4761 32.7097 32.4077 25.3639 44.4045 30.7308 43.0419 35.4952 60.0625 39.3813 34.8792
threshold=1.675 0.70500000000000007 2.0653825344536547 -0.48918876952902374 0.13188260796099718 -0.025368162717370937 11.803022058727263 1.5093969027646259 -0.043791284360444042 0.13484809620733118 3.6500000000000008 1.0093417510304301 3.8359990012464831 1.0850000000000002 2.6716756306361291 63.062191742124263 93.591952463870797 0.26928819517093155 580.01741785201091 1.6363026736217183 208.54349313098709 4.9995125659301634 0.025587091218477857 0.031786115170518471 3.9701777165229766 10.788263530552587 0.33624191252293661 0.32009783139685044 60.101813583588331 6.3009197359810116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 -1 12 15 17 16 22 -10 -15 -6 -12 18 19 -11 21 -20 -9 -24 25 26 27 -25 29 -28
right_child=1 -3 3 -5 9 -7 -8 8 13 10 11 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0038599100149946048 -0.042802657593979963 0.00030596379933559568 0.044221634319874435 0.0014391058854289602 0.011299929822980823 -0.0048198141167242964 -0.058429371087819794 0.0032939623918630517 0.18877113925281822 -0.044027356848641286 -0.022854093339555216 -0.0010196960523385847 -0.037603613214088644 0.044902157249860047 0.25969662129438037 0.099829837307381264 0.10198026518228183 -0.0063603073542569943 -0.049597866819353534 0.027112192110023105 -0.051260663542747248 0.025719932387584445 0.079635120362282069 0.074083541651212045 0.041937263114886963 0.040064912066918958 -0.062955025023492955 0.82861993554586144 -0.035663352444384178 0.16992919318764699
leaf_weight=204.35800708329771 35.069678324391134 43125.384910978668 62.453864006791264 147.29310801485553 76.009442930691876 1442.7174334705633 25.001701700675767 135.98082133644493 5.3571599340066305 219.1139492073562 252.68601521034725 1091.4352489585872 24.498904089792632 25.44448158561136 1.6747100297361601 10.518758917285593 4.4270249862456685 251.2613774605561 17.982888644153718 17.886801516229752 28.752728389459662 69.399894742760807 38.311128836066928 1.8507078065013041 103.4197141128825 53.272020083328243 2.4747033730382091 0.30757706810254593 68.297160504676867 4.5895225123967975
leaf_count=7950 5026 467940 751 2495 1333 26746 1046 3515 50 7402 9215 13990 434 545 5 106 66 2050 1182 290 1587 630 1208 128 1541 1173 75 18 3445 25
internal_value=-3.91198e-06 0.000270936 -0.00270808 0.014178 -0.003556 0.000474777 0.0114681 0.0140771 0.0219519 -0.00778062 -0.00910285 -0.00477282 0.0176198 0.0797105 0.0581665 0.022062 -0.0207047 -0.0187641 -0.0275896 -0.0386583 -0.00500137 0.01022 0.0209317 0.0297324 0.0215696 0.00546444 -0.0183132 0.181612 -0.0240389 0.0883464
internal_weight=47547.2 43160.5 4386.78 209.747 4177.03 2137.56 694.838 669.837 465.479 2039.47 1952.95 1348.55 433.002 32.4764 27.1192 86.5282 257.113 604.398 353.136 237.001 116.136 87.3828 408.503 272.523 234.211 130.792 77.5197 2.15828 75.3614 7.06423
internal_count=561967 472966 89001 3246 85755 47904 21158 20112 12162 37851 36412 23271 11562 600 550 1439 9281 13141 11091 7692 3399 1812 11128 7613 6405 4864 3691 146 3545 100
is_linear=0
shrinkage=0.05


Tree=326
num_leaves=31
num_cat=0
split_feature=34 46 38 35 32 34 0 42 0 18 40 8 37 19 37 40 31 24 41 42 26 36 9 8 39 8 25 19 46 12
split_gain=14.142 33.6547 39.7211 42.7509 51.0672 43.2244 40.4829 36.1194 36.0597 34.7307 41.0004 32.3339 38.2629 37.6107 43.319 42.9279 51.8516 48.4577 53.4889 35.2993 34.7792 33.0384 30.9672 29.5639 29.787 29.5276 39.2425 93.7945 28.4302 31.3993
threshold=0.21309250269354713 0.045742503926921377 4.6410015166477905 5.7018222220618577 0.035146230421523282 0.11578344084465027 4.0500000000000007 13.536753681282276 22.050000000000004 19.508234269996429 0.27936696934723976 1.885 0.3048168313760059 20.309184102874426 0.19732415100166092 0.18055181361917097 0.14151004456879787 17.517644018900416 4.2970149510693618 16.182217255966162 2.3944434168315119 249.0149966646263 1.3750000000000002 1.0650000000000002 236.89916465060836 1.3450000000000004 2.0059488202889919 13.249794481364239 0.059608528968049974 16.127819350495383
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 9 -6 23 22 -8 25 -11 12 13 -3 -15 16 17 18 -16 20 -17 -14 -7 -4 28 26 27 -5 -25 -30
right_child=-2 2 3 4 5 7 8 -9 -10 10 -12 -13 21 14 15 19 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00032419215393012153 -0.00095298218117521177 -0.033698449309301118 -0.064427493546110201 0.08200408607728632 0.018102867770050116 -0.015177101559821255 0.010014705753700342 0.0096228053058143928 -0.1352206736627328 -0.022525769363394992 -0.10116643946433612 0.0016275012686089978 -0.0020100198169321309 -0.028129021118295051 0.49893614421010224 0.09534829365060761 -0.018139733742952049 0.00072560652766859388 0.11984205337060044 0.029314516236120511 -0.044123612523903712 0.073803319058105929 0.0020381528633398286 0.0027277083319360573 0.048859594410519368 -0.0073238689078712815 -0.020387581972401456 0.65494614774922155 0.27477856351839952 0.041438215856055782
leaf_weight=18903.541496835038 21511.582807798433 197.75394405721454 8.0320188534678874 10.628892897279002 559.3026313612354 373.0579552850686 881.68824721762212 1004.615753899503 4.2946514333598307 146.18249688937794 18.693755516549572 2326.4450324879726 41.867991408566013 109.82861366576981 0.97954138100613519 4.9113859736826262 16.01266467460664 9.4067735821008664 18.580020114022773 42.16612857603468 49.710511686105747 21.880342015530914 871.40550419245847 105.39900541264797 147.6658623283729 94.199577294639312 8.7267051237868127 0.76579123758710999 1.4851195287192229 49.334005047567189
leaf_count=291748 184204 7769 866 353 5841 6695 9159 8308 43 3100 229 15224 403 5096 14 87 567 354 324 328 1564 122 14105 1862 1719 852 435 20 28 548
internal_value=-4.37888e-06 0.000779604 0.00370811 0.00674698 0.00363638 0.00566387 0.0147645 0.00257054 0.0093107 -0.0167577 -0.0314421 -0.000878195 -0.0122393 -0.0173821 -0.00455751 0.0137036 0.0540643 0.0939788 0.138827 -0.00505264 -0.0315828 0.0240114 -0.00312254 0.0302559 0.0327585 0.00442039 0.0594019 0.120509 0.0175389 0.0482573
internal_weight=47540.1 26028.6 7125.02 4285.48 3087.58 2808.38 1197.9 2249.08 885.983 279.197 164.876 2839.54 513.098 449.35 251.596 141.767 44.979 28.9663 19.5596 96.788 54.6219 63.7483 1244.46 311.916 303.884 114.321 20.1214 11.3947 156.218 50.8191
internal_count=561967 377763 86015 54163 39938 34949 14225 29108 9202 4989 3329 31852 16628 16103 8334 3238 1259 692 338 1979 1651 525 20800 5023 4157 1660 808 373 2438 576
is_linear=0
shrinkage=0.05


Tree=327
num_leaves=31
num_cat=0
split_feature=1 7 1 31 8 8 49 33 35 21 15 36 32 8 0 42 43 25 12 26 39 49 7 30 23 43 37 20 33 29
split_gain=14.0819 17.1884 15.8759 32.2639 84.642 70.5161 58.8251 42.4244 57.6702 42.3115 43.9489 40.4599 38.6378 34.9117 49.8896 58.5296 53.1909 55.8813 55.5392 48.3407 44.3608 40.23 42.0901 39.47 37.9951 37.7675 126.795 34.1867 36.9153 59.7504
threshold=3.5000000000000004 3.1650000000000005 1.5000000000000002 0.74769084722388002 2.1650000000000005 3.0350000000000006 0.53171945718783664 236.57162900759781 3.4333334911413012 13.344284537251562 5.9051874228153816 184.85479620267699 0.81601323621839317 1.2950000000000002 3.5500000000000003 14.760597329563852 2.9397130263396183 4.9935284625662737 53.405713448606079 9.8102451457301019 16477.62788763853 0.62752170932298934 1.8950000000000002 0.3473329805159891 10.398782376272676 2.8396432806236782 0.14441049992006239 0.010056135179658412 84.664290245821888 24.581916683678042
decision_type=2 2 2 2 2 2 2 2 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 9 12 -7 8 -8 10 11 -5 13 14 16 20 17 -4 19 25 -16 22 -17 24 -22 -19 -27 -15 29 -29
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 -13 -14 27 15 21 -18 18 -20 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013003179939360019 0.043242362861225493 0.00594520427192511 -0.0046984086890491791 -0.016810029874798755 -0.0049744378224198275 0.010771459367464192 -0.0076680796299877542 -0.0099897152677234438 0.024978216279570732 0.024606968497202501 -0.01103996844775039 0.0085590635604956399 0.0017707467547136359 -0.033060528749495069 -0.023796566821864693 0.0095644222994478306 -0.022682721069808804 0.094042048902870448 0.017610965040571393 -0.05803204887658641 0.32935534877644096 0.024839918707722952 -0.044589066501833613 0.058762563411177818 -0.044009021882900061 0.95512523640362024 -0.054790915030986313 0.008670236899604061 -0.0020826068669129697 0.094023651519099499
leaf_weight=14274.786932384595 33.198281766846776 444.36017896072008 241.78088007192127 172.3563902946189 9419.0596290442627 2654.4361977668013 274.83676731213927 745.60738531919196 266.40240194415674 252.39522007666528 447.93637832454988 1783.0987794289249 7445.6144264943432 85.152953030541539 879.63752257230226 85.799700869596563 154.39135041306145 34.349083321489161 157.06683731082012 5.2893008999526492 0.70621719816699879 133.01578408843488 61.672542425163556 31.554869571817107 19.389851892832667 0.53757238783873507 0.73673156555742025 417.84911195014138 6985.5125600241881 21.562092857784592
leaf_count=78409 96 2397 19253 3203 49880 15994 1651 5140 1172 1101 4865 16722 149064 679 72671 1663 8023 832 6513 66 27 2705 2034 451 541 6 58 6447 109941 363
internal_value=-4.69931e-06 0.00853798 -9.1403e-05 -0.000697501 -0.00275156 0.000500519 0.00651832 -0.00225483 0.0084007 0.00513212 0.00308694 0.006323 -0.00091449 -0.00306061 -0.00930244 -0.0151216 0.00256582 0.0114301 0.0311269 0.0830156 -0.0211522 0.00490147 -0.0130824 0.0238817 -0.0308882 0.103958 0.371248 -0.00155965 -0.00119838 0.0128586
internal_weight=47530.1 477.558 47052.5 32777.7 12074.8 20702.9 3941.28 1286.85 541.239 2655.79 2403.39 1955.46 16761.6 9316 1805.93 1211.78 594.152 439.76 197.98 40.9127 931.288 280.488 147.472 51.6509 20.0961 35.6234 1.2743 7510.08 7424.92 439.411
internal_count=561967 2493 559474 481065 75771 405294 23957 7963 2823 25891 24790 19925 381337 232273 114843 80092 34751 26728 7475 962 73690 6402 3697 1019 568 896 64 117430 116751 6810
is_linear=0
shrinkage=0.05


Tree=328
num_leaves=31
num_cat=0
split_feature=34 16 13 33 20 26 46 24 12 8 21 12 33 17 39 28 29 30 39 0 23 20 22 23 8 12 40 34 12 0
split_gain=14.0175 38.4106 38.2096 34.7799 52.7463 61.221 34.1699 32.3948 31.3435 31.5622 34.6929 31.0356 34.5589 34.2179 33.5593 32.3324 31.2393 30.8901 30.4471 56.3292 70.0029 58.331 49.9116 60.3736 56.7135 44.7635 44.7581 65.3933 55.3421 42.2115
threshold=0.16265717994395917 18.899420142426827 18.923627451595113 316.54390545092184 3.1173544385099987 3.3882892127024706 0.062385782667075305 4.0537721657280832 40.954556645789516 0.80500000000000016 6.1348888432380937 70.572654194499464 798.96279795056228 78.64155861156452 409.56877698108832 1.4395348815102988 34.386979703875753 0.23582046892146097 414.39082542967918 6.3500000000000005 29.288187255938901 8.449974617441983 53.499563784294558 31.104086987391412 3.3850000000000002 92.340360138378529 0.26266602362946218 0.29801254542540495 29.66162483279216 5.7500000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 17 8 -7 -1 10 -10 12 16 -13 -14 -16 -6 -5 22 20 25 -21 23 -2 26 -20 29 -28 -29 -24
right_child=3 2 -4 4 11 7 -8 -9 9 -11 -12 13 14 -15 15 -17 -18 -19 19 21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0041599642920585175 -7.0890785325967919e-05 -0.062337639323623885 -0.0087469932623063275 -0.030734367766513337 -0.0079585563517673933 -0.072621408296804205 0.010391100834727492 -0.025760698698827945 -0.035847589660698224 0.002330421594100214 0.03722936357842823 0.010145163605751701 -0.070884755161728305 -0.0025252671061867372 -0.074595874676078824 0.00019999623146842649 0.03866716505562031 0.026593230401238156 0.011642992640154436 -0.019268352712206404 -0.0013747738024568424 0.0039386644150656179 -0.016251422786394791 0.011356086566930029 0.0043108543091163231 0.035663580238105043 0.015162881495365575 0.01591730648516447 -0.018464591065560605 -0.0038313497541998783
leaf_weight=2432.9897047391278 15845.735995663505 36.008320582099259 435.92734174989164 32.725310850015376 1258.9953021084075 42.408356415398885 1041.1810683297808 282.94468812283594 97.913316054095048 11706.194557935567 19.471003001439385 639.11851643817499 41.468423377722502 3204.9168409643462 18.451000174274668 66.605428067035973 36.979625546606258 83.338306913094129 1319.1056623437325 438.5678947569686 1088.8576101406652 707.7026144968404 1662.2230513716349 1246.8672801165958 1275.720336436294 227.38659908136469 457.99774681217968 156.72531406965572 462.22174896672368 1162.5743382098444
leaf_count=26675 125295 245 2574 896 8364 761 8830 4319 17269 194138 338 3879 314 29578 181 363 194 1134 11509 4586 14106 5796 50947 8704 7040 2594 4123 1742 6999 18474
internal_value=-5.13954e-06 0.00121343 -0.0128359 -0.0006102 -0.00414507 -0.0207472 0.00164685 -0.0318688 0.00100825 0.00207173 -0.023726 -0.00275356 -0.00906321 -0.000418651 -0.0340054 -0.0160252 -0.00662813 0.0104291 0.000164295 0.00431237 0.00833697 -0.00494044 -0.000540078 0.000762682 -0.00484094 0.0151748 -0.00783323 0.000839853 -0.00975865 -0.0111398
internal_weight=47529.3 15769.7 471.936 31759.6 5707.95 441.417 15297.7 325.353 14256.6 11823.6 117.384 5266.54 1422.5 3844.04 126.525 85.0564 1295.97 116.064 26051.7 3781.62 2635.35 1146.27 22270.1 17092.6 5177.46 1546.49 3901.74 1076.94 618.947 2824.8
internal_count=561967 250069 2819 311898 49983 7110 247250 5080 238420 211745 17607 42873 9416 33457 858 544 8558 2030 261915 38591 28209 10382 223324 133999 89325 14103 82285 12864 8741 69421
is_linear=0
shrinkage=0.05


Tree=329
num_leaves=31
num_cat=0
split_feature=43 17 24 0 45 16 26 23 14 28 27 26 22 39 33 36 47 17 35 21 43 30 16 15 8 37 12 30 32 9
split_gain=14.0256 37.5114 61.1594 41.8427 36.7151 38.4619 73.0934 47.0933 46.3221 42.1911 41.002 40.1656 38.3168 66.3156 59.5312 47.478 46.6212 44.4485 40.2118 41.6644 38.2134 36.0784 35.6005 33.4544 33.4444 51.7831 33.3177 33.1227 33.0237 32.9733
threshold=2.0929599268546686 61.682659373982055 3.3200901919622541 12.250000000000002 1.0264006050296193 5.0608499695594231 5.4161645218002201 6.0073563543621082 14.740612246654843 0.90962060151129631 1.0166706805481729 2.240193694778704 45.209310400430731 128.14488194037236 4995.0427430512873 106.88584902947008 0.52903310219400612 58.098405343849244 2.9201966563340425 6.1348888432380937 4.3803403035338473 -0.45446750167388844 10.625046171634475 3.1513744218199027 1.0450000000000002 0.44302848314813009 28.460558203277348 -0.522650593598178 0.67885250313897028 1.1250000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 27 7 26 23 11 -8 -10 14 17 18 20 -17 -14 -12 -20 -15 -6 -11 24 25 -9 29 -2 -3 -7
right_child=1 2 -4 -5 21 6 10 8 9 22 12 -13 13 15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00091473480904077854 -0.03267951455864293 -0.037497167292321748 -0.0019190619434285459 0.014605321277032297 -0.045849362987141047 -0.098808279216885564 0.010212954584486367 0.057745655731743298 0.19471913469565283 -0.03236944960426253 -0.018905344899876678 0.017733992152412874 0.037498174988604797 0.13428531997001492 -0.093067161905367513 0.016972339358948204 -0.0066451685480967485 0.17285686767776531 -0.025459480295104517 -0.00036862055111471696 0.022559229966980288 0.0098197721949075736 0.019363600469771494 0.026192001061132977 0.0060752310826620503 0.41556194894629706 0.01285509114280985 -0.0030308562633596277 -0.011317174638957411 -0.018458647929171467
leaf_weight=22135.364637944236 95.97896506683901 156.39257125157746 11819.465488099435 548.07988499390194 29.800808188854717 14.658249408006666 683.49129680771148 8.6847415701486153 3.3395766036119303 124.91561847296543 486.96966309566051 79.957404123619199 69.056337168905884 11.243593733990563 19.837464090436697 278.69912350666709 835.00584880518727 6.6488622082397333 183.16998610645533 1710.5288248835132 23.967267859494314 1245.4534309876617 45.320559817366302 683.78494162199786 409.97208396816859 1.1443660147488106 82.960537730250508 5085.4657712118351 524.20177400286775 99.033167059067637
leaf_count=277033 2182 4232 153347 3264 414 129 3900 172 16 1266 2541 819 444 56 154 1913 7187 30 1482 8088 180 10160 202 5104 3173 3 377 66580 6934 585
internal_value=-5.00433e-06 -0.000807566 -0.00275831 0.00108752 0.000486112 -0.000441447 0.0023326 0.0116297 0.0149433 -0.00432936 -0.00102012 0.0248298 -0.00313803 0.004059 -0.0068096 0.00107228 -0.000735005 0.0493861 -0.00609084 -0.00279556 0.0582358 0.00851887 -0.018597 0.0193709 0.00826042 0.0994049 -0.0112377 -0.00358006 -0.017333 -0.0288181
internal_weight=47502.6 25367.2 12500.1 12867.2 12319.1 11043.8 5862.39 1553.77 1357.12 253.533 4308.62 83.297 3625.13 1224.62 2400.51 1148.92 1113.7 75.7052 2380.67 1893.7 35.2109 1275.25 170.236 1103.59 419.801 9.82911 196.652 5181.44 680.594 113.691
internal_count=561967 284934 164513 120421 117157 106583 37821 11846 10755 2303 25975 835 22075 9810 12265 9336 9100 474 12111 9570 236 10574 1468 8452 3348 175 1091 68762 11166 714
is_linear=0
shrinkage=0.05


Tree=330
num_leaves=31
num_cat=0
split_feature=18 12 16 24 0 18 8 19 26 7 32 21 37 37 47 31 20 25 26 26 45 22 22 0 17 26 25 17 46 39
split_gain=13.7588 26.4949 31.9497 26.0999 34.8135 43.3514 34.7156 32.4595 31.0689 41.5667 37.8325 34.1801 31.6733 31.6092 28.7614 36.6241 37.7106 32.4054 27.844 30.9847 27.6529 27.4575 26.8194 59.8148 33.0074 38.2761 28.1858 32.1481 25.3181 29.5197
threshold=9.9336919568468183 15.107494556029744 6.2865137432632459 4.2829868041957644 3.6500000000000008 142.05313192014415 1.9650000000000001 3.9586487953265626 2.654116254209776 1.1650000000000003 0.64357703776150943 3.1234351606358941 0.27236394656506119 0.38732212911534136 0.74323806765925704 -0.20628694346561438 5.7321866802738564 0.98177235799300455 5.070766581195925 3.3657448028044121 -0.6241605654383563 26.010031343636882 10.691740447827511 8.6500000000000004 28.994643862114362 7.8700347147840661 1.7485108268435168 156.20903423082794 0.10910291474429915 180.11931211001374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 -2 12 -10 -13 17 16 18 21 19 -16 -19 -6 23 24 25 -5 -25 -28 -9 -30
right_child=3 -3 -4 22 14 6 -8 28 11 -11 -12 13 -14 -15 15 -17 -18 20 -20 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=0.00017091531206330011 -0.057752224501781982 0.0064070830105535494 -0.024608255207661977 -0.020217933182815069 0.0031217747386037002 0.19566703671610469 0.027539714462128901 -0.013655567626265597 0.076379443824348123 -0.045450057066027283 0.084245864639189982 -0.0092822800236177887 -0.069911448298593457 0.051075832492854634 -0.011496139403978839 -0.0023066781319035878 -0.062771367287981952 -0.017729288263836209 0.013015883084778032 -0.066943268120353713 0.0045407516966969154 0.039774201672240772 8.593119178887535e-05 0.018106466286261402 0.022793521449801186 0.024598475005127508 -0.020149477063075825 -0.09029385819540918 -0.084359653910220156 -0.0083815471215247152
leaf_weight=1358.5880655320361 6.9944936420652111 2206.0333306913381 143.86199637223035 115.08905797079206 93.827959335874766 4.1544838206609702 11.765863633714615 958.26679433215759 32.792991314898245 52.395325372053776 14.241521483287213 92.215003136196174 4.1705261039314783 28.362698838114738 93.202235097531229 4204.4867917149968 46.489380746614188 160.022836209042 68.555036907084286 34.530668365885504 1081.2196418618551 112.19782608811511 35845.786801341339 33.345112053211778 463.41501604579389 81.29544219141826 76.228369661606848 20.789561531040817 27.973704466363415 23.544145222287625
leaf_count=8705 817 17157 751 641 793 34 60 20136 714 3281 489 1455 97 150 3975 45863 1229 2552 509 908 15221 2008 430778 163 1906 276 539 211 317 232
internal_value=-4.88803e-06 0.00291932 -0.00220173 -0.000252548 -0.0030155 -0.0105704 0.0714133 -0.0116221 0.00527873 -0.0215333 0.037476 0.0178101 0.0598737 0.00491536 -0.00140459 -0.003397 -0.0222795 0.00471782 -0.0126893 -0.0264854 0.00166966 0.023082 0.000286785 0.00939854 0.0155134 -0.00166571 -0.0215504 -0.0351804 -0.0154913 -0.0496369
internal_weight=47495.8 3708.48 1502.45 43787.4 7151.41 1256.88 15.9203 1240.96 231.173 73.6313 21.236 157.541 36.9635 120.578 5894.53 4447.26 242.777 1447.27 196.288 127.733 1241.24 206.026 36635.9 790.163 659.8 196.385 130.363 97.0179 1009.78 51.5178
internal_count=561967 26613 9456 535354 100840 27782 94 27688 7003 4587 1306 2416 811 1605 73058 52484 6621 20574 5392 4883 17773 2801 434514 3736 2823 917 913 750 20685 549
is_linear=0
shrinkage=0.05


Tree=331
num_leaves=31
num_cat=0
split_feature=47 47 8 3 37 47 7 46 15 8 20 43 31 14 14 49 26 21 0 35 36 30 49 4 18 12 38 16 34 46
split_gain=13.7788 36.2841 73.7369 55.5126 49.4676 35.593 34.0946 33.8427 55.1507 54.2947 55.4941 87.796 43.6264 45.7361 47.1033 37.8533 43.1447 53.9155 61.4202 38.8518 34.1598 38.7632 33.7897 33.6531 40.4315 33.5493 42.6437 34.2962 36.7157 40.155
threshold=1.0537167204382343 2.8801544443153757 1.5550000000000004 1.0000000180025095e-35 0.09987786045955889 0.56775433804821229 617.28000000000009 0.032001662510390695 6.0983793640551003 1.4650000000000001 59.278871762302735 1.9439523325736567 0.73179137633322877 5.4412912111417935 5.2569785669081108 0.68771698592229691 5.7194075294530782 5.5129412751270781 3.6500000000000008 3.2819539274366964 125.85568835987156 -0.26557492437091795 0.57613589769750095 1.0000000180025095e-35 33.912760372472256 338.70571240773245 35.508296930646019 4.8861986535095134 0.13505009571437432 0.0071076362807401096
decision_type=2 2 2 2 2 2 2 2 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 23 4 -4 -3 6 -1 15 9 10 12 -12 -9 14 -14 16 25 18 -18 -20 -19 -22 -5 -2 -25 -7 27 28 29 -27
right_child=1 2 3 22 -6 7 -8 8 -10 -11 11 -13 13 -15 -16 -17 17 20 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0016102192125981411 0.0026762627883312991 -0.0055055771972898661 0.0024218665291439187 -0.003261279221566537 0.013652120905776478 -0.010410262538376487 -0.042923438590666732 -0.020515203420395835 -0.011712618219754689 -5.6866927384357148e-05 1.3388548579849475 -0.053470213096909983 0.047161406155649767 -0.032035764865364767 0.26661790930843049 0.0092005395143161216 0.05133917011556044 0.034886270889579622 0.089667857354026242 -0.005207176160965811 -0.037855284815410756 4.33343366227697e-05 -0.01092262114328202 0.012521910149962718 -0.018491597542156461 0.045759449370061628 -0.075099100298983479 0.053834009788665808 0.098578430637352013 -0.026338859960659079
leaf_weight=8600.4987722779624 15555.4612782654 467.42067294102162 3185.3865791610442 4775.7102341928985 1207.2361963935546 1392.7371791946935 43.194173780735582 554.61273178335978 2132.5463598985807 4230.3664449974895 0.19486573676112939 0.27023969806032255 27.80921864206903 19.214549749565776 2.6807936967816195 994.65955664677313 118.01630973792635 65.440374077297747 11.758101007435469 131.14607320504729 71.719498616410419 1138.782473654137 2059.9517904466484 144.04074484936427 388.61424742970848 27.159447424928658 12.61959849251434 51.465168692928273 9.3118400712264684 66.838409757707268
leaf_count=110431 168712 9124 18445 26677 15065 37574 447 33347 30885 39758 7 36 515 721 19 11923 860 280 38 1527 1073 9334 12223 6669 19349 634 394 823 139 4938
internal_value=-4.74753e-06 0.000712485 -0.00140671 -0.00302966 0.00830493 -0.00101614 0.00138768 -0.0028949 -0.00501444 -0.0020602 -0.0160733 0.529874 -0.0164934 0.028382 0.0664568 0.000714489 -0.00201097 0.00393505 0.0246446 0.00259911 -0.000299891 -0.00220207 -0.00557005 0.0022531 -0.0101049 -0.00786831 0.0132809 0.020487 0.00387476 -0.005507
internal_weight=47486.9 27783.8 11695.7 10021 1674.66 19703 8643.69 11059.3 6967.7 4835.15 604.782 0.465105 604.317 49.7046 30.49 4091.65 3096.99 1536.86 260.92 142.904 1275.94 1210.5 6835.66 16088.1 532.655 1560.13 167.394 154.775 103.31 93.9979
internal_count=561967 276264 81534 57345 24189 285703 110878 174825 105288 74403 34645 43 34602 1255 534 69537 57614 13112 2425 1565 10687 10407 38900 194730 26018 44502 6928 6534 5711 5572
is_linear=0
shrinkage=0.05


Tree=332
num_leaves=31
num_cat=0
split_feature=24 31 26 46 41 40 37 28 16 0 25 26 25 26 15 47 38 38 22 31 38 21 23 45 39 22 20 20 15 0
split_gain=13.893 43.8305 39.5421 28.5138 29.5693 68.4627 29.2408 27.4548 26.3413 24.8811 24.4332 44.8027 28.9859 27.231 39.0345 36.7127 29.3163 25.2278 23.9312 23.7434 23.5681 23.16 25.0505 23.906 36.873 23.1175 22.0947 23.0996 35.3829 33.6188
threshold=34.379493386984926 0.673167871849918 5.0351866334815165 0.0079414531649381892 3.3556465894250471 0.19192246436171626 0.39896588451157744 0.52663234891248722 6.7697778479491229 16.550000000000004 19.457128611206382 28.28177536953044 62.243174426672702 7.3735356392579794 10.321820897651477 1.1908285717422031 4.9581709517515398 4.5025306984895801 69.511359269098975 2.6701025264610614 4.2432041965143226 18.688351206782773 7.956190330427825 3.781307367236213 197.55440963290809 7.3163198070008049 1.0049442202249235 3.7360733652738065 4.2167326901841937 5.2500000000000009
decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 -6 -2 -3 -10 -1 12 13 19 -15 -16 17 18 -17 21 -9 22 -12 -24 -25 -7 -4 29 -29 -28
right_child=1 8 26 4 6 25 -8 20 9 -11 11 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-8.1809146962447273e-05 0.11472716822545564 0.0018849141049333837 -0.15662506690669367 0.29490212744953614 -0.03714612915082622 0.17647757203331599 0.25434347261043611 0.085842035988402871 -0.0098141816350329949 -0.069655267076866478 0.016644644178516486 0.0098543783304565272 -0.077833006688655768 0.0021045076627253527 -0.050070678995363882 0.0037297336527818258 0.015750731392835081 -0.14943296954712301 -0.078568609857067928 0.040522486173174006 -0.065875686485708809 0.1075465629973716 -0.043892095681067861 0.53070100440537371 -0.05613369220516521 -0.079145267702708688 0.032210863004395116 -0.0079448635214506135 0.0093398276069152613 -0.018356474976042873
leaf_weight=42267.370956510364 7.205470479559156 836.71401990496088 2.0347605999559155 2.2996498463908202 111.04292517883005 1.1001734733581541 0.86708312598056991 4.022794238291679 655.71936860866845 17.843098998069763 20.409825340204407 269.17757284222171 17.266403504792834 390.98625503329094 84.551021471503191 25.660515234339982 63.310615132795647 4.5141804809682062 13.470193446846677 11.638283091597257 7.0380431045778096 2.8773546889424315 155.44857284936006 0.46121853264048585 0.63790867611533031 4.5110821079579182 188.16828190500382 349.80517198389862 1927.8170173979015 39.825145703973249
leaf_count=509845 93 5372 22 29 5929 1 11 18 3607 118 291 1417 699 3201 1420 151 364 79 245 45 205 9 8528 13 29 172 1249 3000 15458 347
internal_value=-4.99474e-06 0.00275647 0.00663596 -0.0194126 -0.0282837 0.0651375 -0.0348877 0.0387792 -0.00403971 -0.0113994 -0.000269875 -0.0077661 -0.0137606 -0.0123312 -0.00695408 -0.0254484 -0.00598386 -0.0375117 -0.0246003 -0.0286893 -0.0106964 -0.0331684 -0.0354565 -0.0422491 0.190115 -0.0290265 0.00807036 0.00820411 0.00668518 0.0233779
internal_weight=47483.8 4156.01 2645.74 138.087 119.821 7.91091 111.91 18.2663 1510.28 673.562 43327.8 1060.41 791.232 773.966 582.493 191.507 106.956 43.6449 39.1307 191.473 11.0608 179.835 176.958 156.548 1.09913 5.61126 2507.65 2505.62 2277.62 227.993
internal_count=561967 35631 26534 6458 6142 202 5940 316 9097 3725 526336 16491 15074 14375 5460 2259 839 475 396 8915 223 8870 8861 8570 42 173 20076 20054 18458 1596
is_linear=0
shrinkage=0.05


Tree=333
num_leaves=31
num_cat=0
split_feature=36 28 34 7 21 30 0 4 43 45 22 47 16 21 31 38 15 7 8 34 8 18 19 45 24 33 31 9 8 27
split_gain=13.8645 25.7607 29.8691 23.6568 32.441 31.6042 22.6326 22.4841 21.592 20.7076 31.2775 23.114 25.5807 52.0478 35.7063 30.507 26.862 40.2307 29.1998 39.8464 27.3374 26.0796 23.5276 22.6628 22.3912 24.2103 22.3562 21.7452 21.1571 21.1346
threshold=249337.88622641834 1.2671887664633832 0.91990122346397907 41.505000000000003 7.8608245142103659 7.5475135590041189 13.65 1.0000000180025095e-35 5.2643304302168454 -1.2007780551081888 1373.3841240462118 3.6732215048402224 2.2412483785192365 1.5026459456169732 0.073765405587373045 17.001304947901001 1.8197296618258776 8.1950000000000021 0.8650000000000001 0.049892414886871135 4.6550000000000011 4.9196048975522553 0.017696057045432537 -1.2457873976827363 1.2459330978203988 1085.8692841074546 -0.0072837232212492678 1.0650000000000002 1.5650000000000002 7.844321189079106
decision_type=2 2 2 2 2 2 2 2 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 9 5 -5 7 -6 -3 10 11 12 13 22 24 16 17 20 19 -18 -14 -17 -1 -23 -15 -26 -13 -28 -16 -29
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 -12 26 15 14 28 21 18 -19 -20 -21 -22 23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.033523338321095102 0.026838605050057321 0.0059088170676413962 -0.055724370796710401 -0.04725369317420533 0.00037164175325701799 0.056450615709953439 -0.1162389793056738 -0.062670644039608134 -0.095952609935387609 0.00016727590739945284 -0.044153077335159246 -0.051197269647201796 -0.10261608506962708 0.22836503377174611 -0.041082112893766676 0.10369441556677245 0.61306907635057251 0.084864350906599245 -0.012812122785535805 0.070695625046410637 0.015160340081121902 0.007653383273312513 -0.059575206747929613 -0.037439715151940951 0.11348836161240966 -0.022480487512293004 -0.10735449256796925 -0.0057144867989676008 0.03043859838923901 -0.07258050802846347
leaf_weight=9.1773476619273406 134.04682967904955 453.4062848223839 21.376987705007195 84.282483890419826 286.41003964608535 8.0482254121452552 4.4573845844715825 14.878039055038242 5.2628975976258507 45342.423532263623 53.115710096783005 40.580252681626007 24.054632699582729 2.7725059003569212 11.728992669377474 6.6174258831888428 0.40626279718708191 4.3053809546399853 249.17195320531027 2.0343041261658072 6.1960831079632035 298.24848914216273 26.046860450296663 30.734642634401098 11.402484926278701 4.5924380652140817 5.7536426759324959 237.64814989978913 87.334984331391752 12.435794520424677
leaf_count=54 676 3444 173 1574 1764 31 41 260 72 542205 682 575 391 12 595 16 8 10 2244 78 24 3171 830 490 105 198 69 1661 383 131
internal_value=-5.10761e-06 0.007459 0.00204748 -0.000102913 -0.0122399 -0.0382141 -0.00439613 -0.00274148 0.00474003 1.06328e-06 -0.00670186 -0.0048449 -0.000302204 0.0180089 0.0339507 -0.00480969 -0.0168035 -0.0581398 -0.0111264 0.16098 -0.0784926 0.00541746 -0.0353192 0.00344064 0.0971871 0.0744492 -0.0167193 -0.0112505 0.0219707 -0.0090395
internal_weight=47479 614.093 480.046 46864.9 398.076 92.3307 305.745 301.288 458.669 46466.8 1124.36 1071.24 774.825 153.056 117.831 621.769 286.169 34.5561 251.613 2.44057 30.2507 335.601 35.2242 328.983 18.7674 15.9949 296.418 255.838 99.064 250.084
internal_count=561967 4365 3689 557602 3670 1605 2065 2024 3516 553932 11727 11045 8609 2177 1293 6432 2755 425 2330 86 415 3677 884 3661 315 303 2436 1861 978 1792
is_linear=0
shrinkage=0.05


Tree=334
num_leaves=31
num_cat=0
split_feature=43 0 32 25 16 8 25 21 45 17 7 31 0 21 26 26 8 47 42 12 17 18 28 0 12 19 8 37 49 25
split_gain=13.4448 37.3605 34.867 34.4574 55.0477 39.5698 33.0822 42.862 30.9094 47.9996 40.9848 32.2356 33.1407 49.8169 55.7204 50.0111 44.3519 41.5359 67.6002 38.1639 35.7891 33.9919 32.1858 33.0001 35.099 31.1215 38.567 30.9108 34.8327 30.4577
threshold=2.3797351970813265 9.8500000000000032 -0.19132036983289488 1.6007367573004823 4.0823024129415089 1.4350000000000003 2.5619292859388558 7.40589930141841 1.8371777459859631 158.12056853977586 3.5850000000000004 -0.0072837232212492678 4.6500000000000012 7.6237032123647319 8.4557508665906536 13.634148061070976 1.1450000000000002 0.27064283423486729 11.21027878137083 59.831923890038013 338.03301122878923 224.67072633589098 1.3813035564622449 4.7500000000000009 100.98353483381754 36.49405707615572 6.7950000000000008 0.20720553208856038 0.22794738204593365 19.457128611206382
decision_type=2 2 2 2 2 2 2 2 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 5 6 -4 -5 -8 11 10 -10 12 13 14 25 21 22 18 -18 -17 -16 -15 -14 24 -24 -1 -27 -13 -29 -6
right_child=1 2 3 4 29 -7 7 -9 9 -11 -12 27 16 15 20 19 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0023506714803938648 -0.0015988237991725171 -0.082452529901989605 0.071136971925751691 0.0052443992368846025 0.0092200606266558856 0.013863190541746085 -0.03409873841874346 -0.0020555699511066038 -0.0018757134338579983 -0.0077302320219226027 0.030054015638938558 0.0012014422260422399 -0.045640836994170049 -0.028735171081687508 0.0093833723036432122 0.033894776717677343 0.044863099286237364 -0.008362238360910745 -0.026182130630059149 -0.0076412809115721306 0.041931585796159049 0.086114502782255617 -0.06837403125979466 -0.013306788928756112 0.19091174193227453 -0.03902711386181168 0.33671194309862706 -0.0041824331867589869 0.0083143221833389333 -0.022860139017764153
leaf_weight=1392.1398254271771 20399.057098202364 11.430549856508149 32.831996275228448 240.81987129105255 1523.5889045033837 370.17934765480459 208.07097182923462 209.38054267549887 251.83826663310174 2016.7464562952227 167.24341110279784 14059.771811416198 124.68159377638949 288.08881613507401 199.36778933927417 74.681471012532711 94.844011307926849 1239.5532236211002 51.752579313470051 213.11701077176258 146.53155989130028 6.5898841517046085 1.8863557007862244 41.550001588999294 4.2365201518405229 58.571498582721688 0.69099868508055706 671.20040558715118 3294.9660707588191 77.764588637917768
leaf_count=52497 231758 125 277 1698 8756 2021 2559 1520 2384 17186 882 162767 14467 3997 1232 299 835 20544 553 1794 840 33 78 2107 106 2891 10 5039 22036 676
internal_value=-5.06851e-06 -0.000870366 0.00468666 0.00506074 0.00265862 0.0185291 -0.0095134 -0.0180269 0.000813172 -0.00453068 0.0108665 0.0014058 -0.00269223 0.00101956 0.00513787 -0.011688 -0.00835999 -0.00538574 0.0197822 0.003137 0.0231716 -0.0261668 -0.0322803 0.00266245 0.11103 0.000840053 -0.034646 0.00230114 0.00619948 0.00766219
internal_weight=47473.2 23073.1 2674.07 2662.64 2259.62 403.011 658.271 417.452 24400 2435.83 419.082 21964.2 3938.28 2379.78 1797.3 582.477 1558.5 1386.15 146.597 287.798 345.899 294.679 172.354 47.6729 6.12288 1451.4 59.2625 18025.9 3966.17 1601.35
internal_count=561967 249390 17632 17507 15209 2298 5777 4079 312577 20452 3266 292125 102283 63593 57470 6123 38690 21932 1388 2093 2072 4030 16758 2291 184 55398 2901 189842 27075 9432
is_linear=0
shrinkage=0.05


Tree=335
num_leaves=31
num_cat=0
split_feature=34 46 33 26 22 31 25 42 8 12 46 40 7 38 35 37 21 40 19 43 49 49 8 8 22 9 46 0 26 8
split_gain=13.6068 31.9367 26.8133 39.6643 41.3198 40.019 38.0065 59.8174 54.0013 40.7466 39.0619 52.265 38.0771 48.7572 37.5518 33.5945 32.6141 37.1946 31.2021 36.418 30.7045 29.5787 45.8406 39.0895 36.4227 33.9951 31.5924 29.5038 29.116 29.0619
threshold=0.21309250269354713 0.0032586563451547567 80.088067669287838 4.5583039971959325 40.698395109369649 -0.51000226197285747 3.638612758937537 13.954151578956088 1.0450000000000002 14.535177399365528 0.03634296677701402 0.39056002584406674 2.5850000000000004 3.0284496648917822 1.9420470276724182 0.42641887657489147 2.4591799499736537 0.27936696934723976 13.132595234228651 4.0927777917522379 0.38199249374478739 0.48749125258167386 2.4550000000000005 1.6650000000000003 31.105477627077459 2.5550000000000002 0.10556057879062911 8.1500000000000004 1.5335342464507054 1.0850000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 12 18 -8 15 -9 -14 -5 29 17 -11 -10 -20 -21 23 25 -13 -24 -23 -26 -7 -4 -12
right_child=2 -3 6 14 5 27 10 8 9 16 11 21 13 -15 -16 -17 -18 -19 19 20 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0050441630042440174 0.00069734169990914006 0.0012942590653828923 0.021529051626626768 -0.077865572854206436 0.081656952213393183 -0.037781325363147461 0.0050167723040408178 0.025727235444603386 -0.0062991774565131636 0.080329718713834861 -0.034076239882421956 -0.02975794532002865 0.45527790615938762 0.09976759025926997 0.0093747889276981407 0.011204269064847784 -0.00061085660593346335 -0.036754303231556505 0.0096747567488377345 -0.011090168869771811 -0.067318370261641045 0.015119753031176032 0.0069194372928864621 0.010251115833692809 -0.0017397029673627427 -0.057570455628553674 -0.024640247461599516 0.0057535834308130151 -0.0123365208998618 -0.0050546081961193026
leaf_weight=2168.3581609183457 2117.1209058039822 23802.54546342128 65.344652179104742 12.428810977376996 8.8741440125741047 154.05870846813195 2856.5513861589425 30.198187931557186 248.06034899619408 24.899586566723883 87.739578207430895 63.743954722420312 1.0615402273833741 10.543432315462267 1632.4803429202293 317.69380256382283 3561.1332817331422 9.3226923611946386 34.21162266517058 35.729634436313063 75.759570147842169 392.36229448823724 279.04444841947407 1444.3820509975776 262.90211127744988 16.771953844698146 352.56901999935508 52.071089046774432 2210.0669483086676 5122.5542631126591
leaf_count=24903 18326 352860 1017 92 80 5285 21221 637 1490 207 3790 1022 7 159 9418 2080 24114 123 166 195 572 3029 1188 7829 1494 214 2826 617 28937 48069
internal_value=-4.9595e-06 0.000765053 -0.000935975 0.00277001 -0.00142357 -0.022308 -0.00177807 -0.0048826 -0.00122393 -0.00181636 -2.94368e-05 -0.00175787 0.0553093 0.132287 0.00871561 -0.00458084 -0.000144023 0.0484342 -0.0170861 -0.0354512 -0.0492986 0.00379211 -0.00172368 0.00856005 -0.00806462 0.0121399 -0.0148581 -0.0267838 -0.011364 -0.00554332
internal_weight=47450.6 25970.9 21479.7 3977.03 2332.12 215.004 17502.6 6306.33 4030.92 3989.12 11196.3 8339.76 41.8032 11.605 1644.91 5527.99 3595.36 34.2223 393.761 145.701 111.489 2811.78 1303.65 1508.13 894.516 409.134 615.471 206.13 2275.41 5210.29
internal_count=561967 377763 184204 33818 24308 5982 150386 57624 27670 26867 92762 71541 803 166 9510 53939 24444 330 2423 933 767 17602 8751 8851 5508 3243 4320 5902 29954 51859
is_linear=0
shrinkage=0.05


Tree=336
num_leaves=31
num_cat=0
split_feature=24 0 21 22 18 0 19 42 8 43 22 25 21 16 25 15 25 29 34 27 8 14 42 42 13 22 42 23 20 12
split_gain=13.4112 33.7714 91.7296 49.9432 44.3415 47.9289 43.8647 39.4318 38.5289 37.1029 43.5273 44.0473 38.8407 36.3959 41.1474 41.4262 35.4364 33.8017 33.306 43.3737 44.2338 32.9887 32.1257 31.8769 31.6777 31.3471 31.8136 30.9938 29.8637 32.1068
threshold=13.594361353989161 7.1500000000000012 6.4600645097809464 18.620711200697109 188.46362360879587 12.350000000000003 28.817366869438082 10.857927546972407 2.5150000000000001 2.6684420772303601 166.05017182868065 9.3302456515002401 7.7847381490658494 1.2882251965766249 4.2128025478750795 9.2049359846215335 11.140190308839429 41.358116358285486 0.13935824567551336 0.88917632956504422 2.0950000000000002 36.75614255641586 6.4130934102024515 16.353872911360956 17.665101590529478 98.950024078984583 12.859849698029679 100.63739471117749 11.18647914155609 26.464495591794595
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 16 -6 -4 -8 -9 10 11 12 13 -5 15 18 -3 -14 19 -15 24 -2 -16 -17 -21 28 -27 -26 -24 -30
right_child=1 2 6 9 5 -7 7 8 -10 -11 -12 -13 17 14 22 23 -18 -19 -20 20 -22 -23 25 -25 27 26 -28 -29 29 -31
leaf_value=-0.00059420420156012154 0.017297352417726116 -0.016072455355905735 -0.0088786081597373601 0.073574058867160161 -0.062139969196931967 0.29544879803005969 -0.0086252547694033194 0.017768260192401582 0.0023511259565479558 -0.0015771672437181119 -0.00090053702473096822 0.015174174363186322 -0.001701921138760982 0.11245519419146113 0.047118792306627119 0.03310797225225888 -0.049469706389330945 -0.081134393781500891 -0.017590098838684193 0.016098273539994608 0.034164395422798248 -0.042035198832623723 0.013562376708793487 0.25482285485194084 -0.044235318371267769 0.0019825942108890023 -0.067252830233565444 0.25860789811706691 0.14042242415638875 0.0362510546979719
leaf_weight=31806.374766608555 693.23204120015725 572.70866559410933 863.94851923908573 22.068908939836547 1.5875118334079155 2.2870427197776735 462.39184457750525 624.52559242025018 1154.1758255753666 4894.308073837019 2482.6831619791628 1277.4783662237169 1213.4031879741233 9.7363735584076476 76.771608039038256 50.750664315535687 92.216071456758073 13.542598267085848 279.70500128687127 42.883517568930984 71.986792562995106 24.246517464518547 388.43482291535474 1.6746554374694813 60.146171590546146 146.8880676201079 18.704701769747771 0.85688468278385599 8.1850507539929804 76.800220580422319
leaf_count=400114 2915 8755 5656 257 75 8 3113 3250 6363 56248 37604 9504 7263 94 489 815 2206 157 4998 816 305 134 4133 2 2354 2877 502 14 60 886
internal_value=-4.87891e-06 0.0011945 -0.00292494 0.00250591 -0.0197214 0.148935 0.000692885 0.00438273 0.00776429 0.00168218 0.00423752 0.0076301 0.00374803 0.00993038 0.00879174 -0.00194575 -0.0207042 -0.00257867 -0.00669307 0.00972823 0.00404125 0.0152923 0.0165584 0.0401904 -0.0168322 0.0128868 -0.00583796 -0.0399814 0.0194363 0.0462839
internal_weight=47434.7 15628.3 3773.84 11854.5 668.799 3.87455 3105.04 2241.09 1778.7 11137 6242.7 3760.02 2482.54 1255.59 1233.52 517.74 664.925 1226.95 465.315 185.61 175.873 717.479 715.784 52.4253 103.887 639.013 165.593 61.0031 473.42 84.9853
internal_count=561967 161853 29426 132427 11044 83 18382 12726 9613 129378 73130 35526 26022 18602 18345 9398 10961 7420 8581 3583 3489 3049 8947 817 3184 8458 3379 2368 5079 946
is_linear=0
shrinkage=0.05


Tree=337
num_leaves=31
num_cat=0
split_feature=36 8 31 7 21 30 24 36 49 33 26 28 31 22 45 22 47 33 38 16 43 9 27 15 7 8 8 38 9 29
split_gain=13.1019 24.6528 23.7304 21.1701 30.5644 29.211 21.8185 21.7621 20.1816 36.541 25.9745 24.8579 19.9696 21.1377 18.7862 28.1638 20.8212 23.9138 24.2615 25.8873 41.1812 25.7374 25.4901 23.6182 38.6334 25.2562 22.6164 23.2079 20.7269 34.645
threshold=249337.88622641834 1.8450000000000004 0.051429904834569017 41.505000000000003 7.8608245142103659 7.5475135590041189 3.9600460136985736 735.64448054863828 0.31482348513275604 144093.61222429175 10.729545205863907 0.7237249216490631 0.17944515534461439 2907.497037675224 -1.2007780551081888 1373.3841240462118 3.6732215048402224 144093.61222429175 17.001304947901001 2.1984613175719665 0.63248218011946589 1.1250000000000002 1.7734118113820501 1.8197296618258776 7.8050000000000006 4.6550000000000011 0.8650000000000001 15.865358630305414 1.5850000000000002 3.4109446527518359
decision_type=2 2 2 2 2 2 2 2 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 -5 7 -6 -3 -10 -11 -12 -8 -14 15 16 17 18 19 20 -1 -20 -22 24 25 -21 27 -25 -16 -30
right_child=1 8 -4 4 6 -7 12 -9 9 10 11 -13 13 -15 28 -17 -18 -19 21 23 22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.094138481207089467 -0.070521653386005731 0.02158769781561375 0.054798710880632699 -0.045903839541548745 0.064545698863460149 0.054694590216927567 0.010664840221739164 -0.024519111498688143 0.010588564844914007 -0.099979377628439198 0.062190235424376586 -0.019599271415434952 -0.012736649702364128 -0.072333688356351691 0.0012075884177522238 -0.041941356573123166 -0.015881859811377855 -0.093069298532724748 -0.031603724355635091 -0.099306098822281502 -0.087403656882909533 0.012261153249359238 0.048785711104489225 -0.059564036544426026 0.069441699704367074 0.014495826889783485 -0.011652869243557747 0.23919966944738769 0.0068616547614108944 -0.0014313920282465018
leaf_weight=6.6922349442029363 4.1672381369862697 131.8803831608966 40.387323782313615 82.666309269377962 21.06522537954152 7.9062924785539499 90.438960949890316 10.169547362718729 270.1974274229724 9.3994415039196593 9.9215616621077043 145.90892442129552 166.97093033418059 16.33355797175318 23047.74402081345 53.073766136018094 296.87864997540601 6.8855377213330931 36.585634968359955 23.764086291193966 3.7241178340045726 388.97847322159214 44.375061242259108 1.0194921985967078 5.3924642440397283 6.13376236334443 247.91410987451673 1.7935398293193427 1340.0830659009807 20908.167420864804
leaf_count=163 100 778 144 1574 38 31 686 68 2127 80 36 1100 1079 194 289438 682 2436 99 630 400 101 4509 342 72 13 24 2241 15 16874 235893
internal_value=-4.79932e-06 0.00726447 0.0430774 -9.98076e-05 -0.0116181 -0.0371224 -0.00404382 0.0355476 0.00445184 -0.000738198 -0.0192606 -0.0143918 -0.0085613 -0.0180471 -1.65713e-06 -0.00638928 -0.00462607 -0.000304612 0.00052884 -0.0094123 0.0220723 0.0084901 0.0382411 -0.0154437 -0.0537412 -0.0759588 -0.0100532 0.130922 0.000156738 -0.000931875
internal_weight=47426.6 611.862 44.5546 46814.8 395.551 90.5726 304.978 31.2348 567.308 435.427 165.23 155.83 273.743 183.304 46419.2 1123.21 1070.14 773.259 766.373 340.809 54.7914 425.564 48.0992 286.017 35.2903 29.8978 250.727 2.81303 45296 22248.3
internal_count=561967 4365 244 557602 3670 1605 2065 106 4121 3343 1216 1136 1959 1273 553932 11727 11045 8609 8510 3371 606 5139 443 2765 437 424 2328 87 542205 252767
is_linear=0
shrinkage=0.05


Tree=338
num_leaves=31
num_cat=0
split_feature=7 47 30 31 20 43 31 18 28 28 45 35 17 18 12 20 30 12 9 46 46 40 39 21 15 9 0 28 12 12
split_gain=13.1267 24.3996 24.8104 49.7413 45.9514 37.01 38.6483 34.4591 38.1484 32.2763 30.124 27.8415 31.1827 30.0985 31.7718 27.1474 26.8592 26.4886 27.1565 25.3878 45.6005 34.0719 32.8791 32.2978 26.8179 26.9682 25.9922 35.2047 35.7467 37.6599
threshold=1.675 84.436321468810561 0.13188260796099718 -0.025368162717370937 11.803022058727263 1.5093969027646259 -0.043791284360444042 224.67072633589098 0.57581477718842988 1.0093417510304301 0.20186894597564667 10.053456262413654 62.534612612850871 15.295307310667761 54.500379123811406 4.8194111176839751 0.12214149352483501 26.859238437173705 3.9850000000000008 0.025587091218477857 0.028914555271111964 0.18055181361917097 269.88112894186963 2.9480730907552055 10.535311262522759 1.8050000000000004 3.3500000000000001 2.8699191755320537 67.622683703764537 48.649288541445664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 16 9 -9 -4 -11 12 -12 -13 -15 -8 19 -14 -19 26 21 22 23 -21 25 -22 27 28 29 -7
right_child=-2 -3 7 -5 -6 6 15 8 -10 10 11 13 17 14 -16 -17 -18 18 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0040134773293407878 0.00026031282669466852 0.020532005020464549 -0.020159056826788507 -0.0047434926535717611 -0.056655516336557493 0.048486030743908622 0.08869621118141667 0.19698486360864109 0.023247952690891707 -0.0091381243676401155 0.012037065924173442 -0.0380443185399785 -0.053924177283324506 0.127459734833863 0.031645210562779046 -0.068650203440455568 0.11287347186084473 -0.008630207092951583 0.1248838675784093 0.11445805442442898 0.018282824456460858 0.019001806375974165 0.059244483795269393 0.31667549517976762 0.060938755282866942 -0.037591427906067773 -0.015551243991473625 -0.07202534845889591 -0.042109155227425941 0.19505549378178122
leaf_weight=200.84748003026471 43056.713243932711 110.94016224611551 413.56188212431152 1427.4692807449028 23.849654498655582 24.962249257339867 29.596820762264542 4.0164707583608132 14.810291125439106 1156.9998098596698 282.71423733094707 10.428527993964961 33.992475448176265 11.623226924799381 33.846604593389202 3.0211008906480847 7.2924604245927176 164.96654314373154 3.8985602699685833 4.3616404967615399 206.0389642897062 10.574730788590385 7.322857579216361 3.6079698768444359 32.512037531880196 24.124286462320015 98.172760201268829 7.1337973818881428 8.4461745533626509 5.3159218454384236
leaf_count=8025 472966 539 15609 27128 1056 301 477 16 96 17100 2564 150 524 59 797 128 123 2985 28 129 5602 141 329 41 557 1105 2632 132 528 100
internal_value=-4.59612e-06 -0.00261681 -0.0032203 0.000603062 0.0115501 0.0139659 0.0216088 -0.00703252 0.0603127 -0.00763283 -0.00458281 0.00515086 0.00130404 0.038567 0.0561378 0.0741226 0.0177147 -0.0136541 -0.00554779 0.0161104 0.0246685 0.0880095 0.135728 0.206005 0.0184309 0.0124264 -0.00103425 0.0300436 0.0488468 0.0742192
internal_weight=47423.2 4366.45 4255.51 2124.65 697.181 673.331 472.484 2130.86 18.8268 2112.03 1698.47 541.47 485.572 55.8984 45.4698 32.6179 439.866 202.858 168.865 432.573 288.542 25.8672 15.2925 7.96961 262.675 230.163 144.031 45.8581 38.7243 30.2782
internal_count=561967 89001 88462 48534 21406 20350 12325 39928 112 39816 24207 7107 6101 1006 856 605 11720 3537 3013 11597 7904 640 499 170 7264 6707 3693 1061 929 401
is_linear=0
shrinkage=0.05


Tree=339
num_leaves=31
num_cat=0
split_feature=33 47 47 8 37 7 25 0 0 21 19 13 35 1 41 40 8 19 28 33 22 37 42 38 33 9 8 31 0 8
split_gain=13.0129 14.0485 20.1609 57.3155 42.3425 39.2292 33.5097 35.7989 32.84 47.4943 35.5591 30.1854 30.0559 29.3988 27.0864 57.25 55.5288 41.0158 44.2297 41.9406 39.7528 36.8463 43.5048 36.4631 36.3971 35.9343 34.926 35.0512 33.5175 39.9391
threshold=1.0000000180025095e-35 884.38907311785408 6.6406517423143416 1.5550000000000004 0.099034135824974195 6.8950000000000005 6.7063248625529255 3.1500000000000008 9.1500000000000004 9.1109925770786173 14.332854316848175 53.725595939937314 7.7876184574379463 1.5000000000000002 4.5457327010555071 0.27167639339730548 3.6450000000000005 16.616528406307179 0.42288226272996526 103.0017417686023 59.041248062056056 0.46105516216995196 13.441549540877013 5.8132667094467747 64.311875954790324 8.1600000000000019 2.6150000000000007 0.74769084722388002 10.750000000000002 1.7250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 7 -5 -8 10 -10 -4 -6 -9 15 16 17 20 19 -19 23 28 -23 24 -2 -17 -26 -28 -16 -30
right_child=1 -3 3 5 12 -7 8 13 9 -11 -12 -13 -14 -15 21 25 -18 18 -20 -21 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.073411692573556356 0.0052487779735276496 0.0078551459541031116 -0.013705561423419402 -0.046119289286884274 0.010537549400126803 0.0068407131927298824 0.0045998627445153614 -0.00086223254288033736 -0.13845041458787152 -0.0041556785087570845 -0.036720880318274168 0.04563381309541277 0.037743860704558874 -0.011245778288405625 0.00063549388481707063 0.00085250115425969473 0.0050561472949002539 0.021689122237708924 -0.0025216791887090464 -0.035664417859731831 -0.034581525317064939 0.069197541975461171 0.011394740316738112 0.0009348561350693515 -0.028420651364114115 -0.092973893687969614 0.0090310885408882713 -0.030900265271090157 0.024624917527579067 0.0043950716593836852
leaf_weight=6.0365302483551195 155.75054997048574 563.07279964047484 228.81935840443475 63.507598723750561 493.29083045898005 646.41927719581872 1027.8654843664262 961.98767512175255 10.539261600933967 213.45371538260952 46.446088568773121 23.646114719100296 127.81909501273185 2339.4213713333011 21316.119806436647 11819.567828845349 1028.635664976202 38.556637729430804 2666.0005837462959 183.94587678130483 210.52768466902489 35.945300912251696 344.84263597009704 423.23045236547478 529.08218161904369 10.213483180617912 152.39092501532286 85.952459733001888 296.83939340885263 1370.0904305693693
leaf_count=71 1983 4317 3467 412 4156 4607 5246 5675 98 1514 271 236 1023 13223 368805 76367 4466 684 24157 5955 5797 138 1745 4188 10308 86 805 472 4937 6758
internal_value=-4.89788e-06 4.44794e-06 -8.99049e-05 -0.00274991 0.00911819 -0.00470253 -0.00630266 -0.00893544 0.000520901 -0.0149821 -0.0555354 -0.00814779 0.0161364 -0.00822015 0.000314529 -0.00118489 -0.00541273 -0.00783514 -0.0043091 -0.0257258 -0.0143768 0.00142503 0.0168512 -0.0112176 -0.0167888 0.000771494 -0.0212614 -0.00536914 0.00116945 0.00799751
internal_weight=47420 47414 46850.9 6183.22 873.575 5309.64 4663.22 3364.92 1298.3 270.439 56.9854 252.465 621.11 3301.41 40667.7 17303.9 5474.07 4445.44 2888.5 222.503 1556.93 23363.8 380.788 1346.41 923.176 11829.8 767.426 238.343 22983 1666.93
internal_count=561967 561896 557579 39928 8882 31046 26439 19310 7129 1883 369 3703 5179 18898 517651 135268 58815 54349 30796 6639 23553 382383 1883 17756 13568 76453 11585 1277 380500 11695
is_linear=0
shrinkage=0.05


Tree=340
num_leaves=31
num_cat=0
split_feature=33 12 26 39 40 29 17 33 34 13 38 46 39 39 0 22 0 40 16 26 26 23 22 8 43 21 46 39 27 20
split_gain=13.3589 55.8802 49.6956 40.7486 50.0869 62.6605 38.1001 36.8069 57.7949 36.0116 35.3222 44.7771 35.532 34.977 76.8788 47.0585 46.7616 43.8698 43.221 36.8583 35.4917 34.3549 34.2426 34.2048 51.4911 49.5043 33.4963 36.5138 43.5845 33.6926
threshold=470.22837418410535 86.361514621882733 1.7419381133802558 475.14024481105179 0.15460979744466677 33.710642657192821 469.75763710908467 837.36374581252744 0.082837283775922713 35.256715849125591 19.477595451491364 0.022467236254183107 435.09194371731002 739.0350874012646 4.5500000000000007 246.41887847098644 7.9500000000000011 0.11470161339171925 4.5028356224631976 6.3779141787169724 3.2499742718852409 84.726785664304842 32.41237845596153 1.905 5.9474021299929385 3.0717330142221067 0.033165003847972635 190.53704311122974 3.91078761352653 1.7985547545474796
decision_type=2 2 2 2 2 2 2 2 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 6 -3 4 7 21 23 10 26 -10 11 -4 -12 15 17 -1 -17 18 20 -20 -15 -6 -5 24 -2 -25 27 -9 -29 -28
right_child=1 2 3 22 5 -7 -8 8 9 -11 12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 25 -26 -27 29 28 -30 -31
leaf_value=0.00028580856357448555 -0.0067740470089005635 0.020531017850114533 -0.032348459648118874 -0.027686326456458091 0.0016234582548059766 -0.036960012844640143 0.0055591298796676576 0.087442955919763976 0.075899370940456137 0.016828603580529729 0.030212055650386056 0.012544853047504809 0.26633704054855378 -0.0093926025440524436 -0.001798423523410243 -0.018797068565356713 0.011574654812517224 0.022578733921521557 -0.040685862137391393 0.00041357505204033532 0.024155331233261787 0.033129880658218223 -0.0021785981874457485 0.018327184971335644 0.026541609192727612 -0.015780768425966884 0.20799326583777852 0.010426794496801974 -0.053249056545504894 0.036856192614085584
leaf_weight=31666.693263899724 722.34041102690389 301.7482306068996 71.115085274970625 135.05854112980887 2351.2373296897276 103.37807641230756 492.33235275169136 11.110833328450097 79.409003863343969 38.218896610895172 4.3065757907461366 253.66554004221689 2.5287255640141666 105.02333457471104 1677.1895102099515 595.4676924001833 160.99827823106898 728.53108655445976 69.949396196054295 247.80653759418055 316.20107897941489 89.828433101065457 5096.4016458384576 113.70867844624445 138.16086838330375 1651.2083710851148 3.0535494633950284 99.177637101325672 36.861484590044711 49.456730567442719
leaf_count=353338 13700 12285 2391 919 19059 1774 3525 99 522 607 45 6201 18 4749 17169 20527 1986 4747 1671 2010 3640 479 76014 564 1075 9428 87 1649 1070 619
internal_value=-4.61798e-06 -0.00145902 0.000593766 -0.000120319 0.00433045 0.00116815 -0.00720474 0.0167303 0.0289043 0.0567065 0.0050822 0.00271486 0.117567 0.000479706 0.00551437 -8.60297e-06 -0.0123331 0.013872 0.00528841 -0.00863387 0.0157909 0.00278286 -0.00283712 -0.00959829 -0.00142493 -0.0135833 0.0125249 0.000291061 -0.00682697 0.0468081
internal_weight=47412.2 11844.3 8726.56 8424.81 3193.35 2544.44 3117.75 648.904 317.288 117.628 331.616 324.781 6.8353 35567.9 3144.7 32423.2 756.466 1467.51 738.98 317.756 421.224 2441.07 5231.46 2625.42 860.501 1764.92 199.66 147.15 136.039 52.5103
internal_count=561967 152130 123838 111553 34620 21312 28292 13308 4653 1129 8655 8592 63 409837 33986 375851 22513 16817 12070 3681 8389 19538 76933 24767 14775 9992 3524 2818 2719 706
is_linear=0
shrinkage=0.05


Tree=341
num_leaves=31
num_cat=0
split_feature=34 7 19 42 18 26 0 14 24 45 23 23 12 49 31 33 24 28 30 35 35 29 27 31 14 45 37 38 13 8
split_gain=13.3775 25.8437 32.3889 37.5599 30.8045 32.5591 29.7418 29.6317 36.1067 31.0119 38.7923 27.8076 29.3719 37.346 27.5068 33.6809 32.2985 26.9352 28.1505 26.4527 25.6621 34.361 26.3559 26.6943 28.4751 62.0277 25.6316 37.0358 32.414 38.2691
threshold=0.25640244475855051 5.1650000000000009 4.5441313003175274 5.0181063815190612 224.67072633589098 7.6902515818333823 4.6500000000000012 20.77990211313362 7.9031349815914353 1.0833615084598065 80.905151626232211 27.002644657956818 129.75848671323516 0.14318447853566554 0.58927601803249685 220.15165566775843 9.9580532821418064 10.711239570601325 2.009227250298772 4.0724796619976784 4.3162914710383697 13.72787241789335 1.4195899782264425 0.57878963538239991 7.8217010508713658 -0.27639843096536681 0.28697887016966611 3.5693404412497887 3.4363710783906272 2.0450000000000004
decision_type=2 2 2 2 2 2 2 2 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 -4 -9 10 -10 12 17 -14 15 -11 -17 20 -19 -12 21 22 23 24 -5 -26 27 -1 -28 -30
right_child=1 -3 4 11 5 -7 -8 8 9 14 19 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.008075306427211949 0.041466181898936944 0.0030364195568042887 -0.0026660546578034941 0.012551324047740425 0.17266671550487853 0.013881310077244136 0.017994882332828737 -0.043610565793157523 -0.018589295251059474 0.05030571182213768 -0.0033153024467972993 -0.03698034184709674 0.23186963221239965 0.036454953114129975 -0.023743556471143554 0.13158642591679365 -0.010635122860300958 -0.05931437804330613 0.09926166764358231 0.051156003666413798 -0.0098814968830127862 0.024349340142169971 -0.011208022656069842 -0.010130300659916798 0.1939062314403775 0.014766129653053312 -0.035998476353436219 0.00052876699962064186 0.020426334933728026 0.0034546715040101299
leaf_weight=1306.5545483068854 66.69924830639502 2803.626362785697 9237.3239016376319 341.89674982707947 6.76449590269476 68.378639626316726 5.7498718160204589 82.384224075474776 585.63343708356842 57.499908882193267 65.556318356306292 42.085879673424643 2.7387610836885896 22.79044093482662 44.144836427178234 4.2593967251013956 63.593029095325619 27.427347857505087 3.1166886165738097 33.769118674797937 250.11051888461225 243.25136363238562 233.36667986703105 131.64360916335136 7.0195817507337805 15.506605629692784 46.088190628215671 29256.217613140965 400.24146148643922 1952.5167109777685
leaf_count=14109 303 16508 76342 2597 31 402 33 860 5679 276 560 764 12 216 243 19 539 236 10 202 2647 2037 1739 713 37 129 313 419277 3546 11588
internal_value=-4.47313e-06 -0.00127317 -0.00231094 0.00485824 -0.00328103 0.0274518 0.101601 -0.00352538 -0.0119984 -0.00895047 -0.0136889 0.00300978 0.00432581 0.057419 0.0101983 0.0221514 -0.00170725 0.00324436 -0.0431334 0.0152041 0.00440282 0.00807581 0.00264891 0.00916768 0.0161389 0.0705895 0.000551568 0.000160944 0.00552835 0.00634182
internal_weight=47408 14446.3 11642.7 1387.65 10255.1 80.893 12.5144 10174.2 936.84 854.456 684.959 1320.95 1278.87 25.5292 169.497 125.352 67.8524 1253.34 30.544 99.3254 1222.8 972.685 729.433 496.067 364.423 22.5262 32961.6 30562.8 2398.85 2352.76
internal_count=561967 113134 96626 11440 85186 466 64 84720 8378 7518 6441 11137 10373 228 1077 834 558 10145 246 762 9899 7252 5215 3476 2763 166 448833 433386 15447 15134
is_linear=0
shrinkage=0.05


Tree=342
num_leaves=31
num_cat=0
split_feature=33 12 26 34 20 0 43 40 35 40 8 29 19 9 46 16 16 7 16 8 28 23 31 49 34 16 12 14 33 22
split_gain=13.1482 42.4985 40.2414 49.0759 43.9525 36.7607 45.8612 36.5551 36.2675 55.2243 36.175 39.7211 36.0785 44.3454 60.0235 35.4859 35.2596 35.2124 34.9723 37.1072 76.9415 56.0036 81.7505 49.4061 66.9418 54.1014 41.6503 39.4869 39.2766 36.862
threshold=186.2905456327488 37.912180999993318 2.2157589835334384 0.16582732745747789 1.049329002599334 13.750000000000002 6.6647159375282561 0.26482654785243187 2.5993040718130094 0.35972543032042714 2.1250000000000004 5.4360482413169935 21.498635563435673 1.405 0.060923346273882933 4.2422694392266758 2.3430460468587344 1.3750000000000002 3.9008478298319096 1.2750000000000001 1.1605206817834686 40.060796379863781 0.15383974675335285 0.54069223469188088 0.043916791390538203 3.5153277346000071 37.063514733565334 4.6805717185753108 243.09325081330579 188.08044154359729
decision_type=2 2 2 2 2 2 2 2 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 -1 4 -4 8 7 -7 15 17 12 -12 13 18 -15 -5 -13 -10 19 20 23 27 -23 -2 -25 28 -22 29 -26 -21
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 11 16 -14 14 -16 -17 -18 -19 -20 21 26 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0054709384482320685 0.027687901332949589 9.6127510722459952e-05 0.062959975514932806 0.019604946354848871 0.010126212927476924 -0.0084947858140320392 0.011364512660507291 -0.038275331267419797 -0.010810407415318723 0.0089991690517104896 0.0024939879555706534 0.0079696601675576361 0.013024951278397274 -0.019642096197775336 0.022961733926617447 -0.01147887791154509 -0.014630240002131593 0.0014127084878195945 -0.0039829948366191968 0.018633055494364524 -0.059653241644772592 0.32569079991054295 0.010500563226793866 0.62592146016173966 0.20762590444835874 0.41793115243447021 0.34479468195813556 -0.030786558445553072 0.02712606659343076 0.16254607426305834
leaf_weight=2155.1241580869246 8.2833778074709716 23623.651182856644 40.93085509451339 103.29497482196894 1028.3763691088534 283.93924143048935 167.81657546642236 161.74102887231857 619.7729138074501 2461.9202408449491 575.22916023968719 191.11281380569562 427.73816137772519 512.46597769716755 98.575748521252535 826.37281800294295 1780.2722909839358 11949.42936038757 231.09195856290171 74.80179330019746 10.467882402124811 3.4566812654957157 5.0814644019119442 0.79778713965788384 6.0349500059382972 1.7110144252656017 0.67776526371017176 46.553898973157629 6.0204357065958902 4.731004881556145
leaf_count=40040 311 319638 400 697 13530 1968 1066 1104 9620 13468 2888 917 4063 8015 1052 5080 9843 123485 2458 692 439 29 52 20 116 30 19 725 176 26
internal_value=-4.44449e-06 -0.000709584 0.000978853 0.00176668 0.0121486 0.00109688 -0.0109137 -0.0193024 0.00155854 0.00215129 -0.00548583 -0.00906619 0.000852614 -0.00429857 -0.0127691 -0.00802517 -0.0124393 0.000810001 0.00865038 0.0259645 0.0726427 0.0141781 0.138106 0.125182 0.180632 0.154827 -0.0350588 0.00578616 0.117485 0.0271937
internal_weight=47407.5 27608.8 19798.7 17643.6 1069.31 16574.3 613.497 445.68 15960.8 15031.1 3985.1 2546.61 1438.49 1010.75 611.042 929.668 1971.39 12569.2 399.71 168.618 33.9932 134.625 8.53815 22.8476 14.5642 13.7664 11.1456 126.087 12.0554 79.5328
internal_count=561967 351509 210458 170418 13930 156488 4138 3072 152350 146573 31871 13648 18223 14160 9067 5777 10760 133105 5093 2635 1111 1524 81 653 342 322 458 1443 292 718
is_linear=0
shrinkage=0.05


Tree=343
num_leaves=31
num_cat=0
split_feature=1 16 38 25 14 37 42 12 39 13 24 34 40 37 42 41 13 7 15 23 31 15 39 34 0 34 0 33 31 41
split_gain=13.1941 16.5075 17.1609 20.0097 19.0931 24.6874 21.1175 15.9171 17.5304 16.6663 14.9804 13.9521 28.9382 43.9308 30.9302 30.3314 62.9707 36.0095 33.3945 28.0517 36.6396 36.2546 35.6071 34.3774 37.1294 32.5438 31.8297 33.3897 35.3122 31.0283
threshold=3.5000000000000004 58.71443603673044 2.8999462287259861 3.1532271231387692 23.351444790478414 0.29583036102496774 17.261259353115175 40.526393784557818 245.62223006367924 8.7495230756060742 34.379493386984926 0.22320960302880888 0.30113623468140155 0.46105516216995196 13.441549540877013 3.6014254856686834 16.702020548929312 3.2450000000000006 22.805946345971218 12.120086482684046 0.54785127305485415 2.3422442021200003 241.30541969198899 0.43658430971276591 3.8500000000000001 0.33635245285944043 5.2500000000000009 62.071069679208485 -0.15260300457747467 5.272167896274472
decision_type=2 2 2 2 2 2 2 2 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 -4 7 6 -6 -2 9 -9 -3 -1 13 15 -15 16 18 -18 -13 20 22 25 -17 -24 -25 26 27 28 -21 -23
right_child=1 10 3 -5 5 -7 -8 8 -10 -11 -12 12 -14 14 -16 19 17 -19 -20 21 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00063381935019750498 0.014728560784049383 -0.012196869423127997 -0.00027919333751694908 0.023690281039450797 -0.047665087881430222 0.0035696469838982364 -0.20518234693357976 -0.012624900522101809 -0.0013704938137931756 -0.20060276552878725 -0.11171058688688532 -0.022868403730725666 0.00086437950708022457 0.073723246208166671 0.011205089963825852 0.0015489165575439652 0.01681502266399662 -0.015486167204563845 -0.11052819066432139 0.089538655709506809 -0.0052605910133567066 -0.006847485899167405 0.021227929044502925 0.020101252733614308 -0.089613051635847998 0.0030968939135164273 -0.0076499428931284036 -0.031762011079793075 -0.0098423369934669963 0.0014520332562941952
leaf_weight=27570.61806666445 49.754108284600079 17.536022359505299 138.08211826067418 235.67782702227123 4.8300542421638983 8.3385400902479869 3.8031892757862806 2.014693499542771 7.7087336359545588 2.8431432456709445 4.8216150142252436 450.77751255949261 9439.4423556382535 21.227237237151712 290.95114408852533 1343.5780962513818 202.75802581352764 150.19743344502058 11.132949999533592 10.929966580821199 1328.2937949245679 2326.8365831003175 434.07007562392391 15.818191213998945 15.046576146036385 251.85233532718848 439.93370367842726 396.24641588423401 49.053864188550506 2182.3448676884873
leaf_count=396392 259 70 696 1227 28 35 40 15 52 33 38 3556 61880 99 1584 15901 1504 1054 194 197 7928 24590 3458 92 140 2562 4769 7962 884 24728
internal_value=-4.65279e-06 0.0082831 0.0103528 0.014835 -0.0107746 -0.0577904 -0.117056 0.00202925 -0.0482504 -0.122643 -0.0336579 -8.86074e-05 -0.00111739 -0.00300296 0.0154561 -0.00360267 -0.0128312 0.0030695 -0.0249812 -0.00274754 0.00104485 -0.00485035 0.00567599 0.0176025 -0.0333845 -0.0127831 -0.017246 -0.0264992 0.00826639 -0.0028307
internal_weight=47406.5 475.41 453.052 373.76 79.2925 16.9718 8.63324 62.3207 12.5666 4.85784 22.3576 46931.1 19360.5 9921.05 312.178 9608.87 814.866 352.955 461.91 8794 3136.81 5657.2 1808.51 464.935 30.8648 1148.02 896.164 456.23 59.9838 4509.18
internal_count=561967 2493 2385 1923 462 103 68 359 100 48 108 559474 163082 101202 1683 99519 6308 2558 3750 93211 27519 65692 19591 3690 232 16374 13812 9043 1081 49318
is_linear=0
shrinkage=0.05


Tree=344
num_leaves=31
num_cat=0
split_feature=33 12 26 39 40 29 38 34 20 8 34 33 21 43 33 26 34 16 34 31 13 0 7 24 20 39 32 14 8 18
split_gain=12.995 49.2959 44.68 36.8101 45.7939 69.9599 35.7258 33.4233 32.7974 32.789 33.0618 32.5296 40.7473 38.3705 47.0311 31.1902 63.7589 55.3356 45.55 63.6514 41.5234 41.3323 38.1842 38.2194 36.5284 39.0272 39.0087 36.16 36.3855 56.6457
threshold=470.22837418410535 86.361514621882733 1.7419381133802558 475.14024481105179 0.16291753762888148 33.710642657192821 15.865358630305414 0.15440124185631002 0.51959034980011809 0.90500000000000014 0.043916791390538203 1049.107870184793 1.5789617123857342 1.8173290305627501 1166.2598480888435 2.5889924027482416 0.14109583621788799 3.559359114845309 0.3420547360370621 0.45870863842683979 41.022255849329248 4.3500000000000005 2.9450000000000007 18.249697845121183 0.9085255995003173 874.72008543086088 1.6587874312772717 48.735213258748189 2.8550000000000004 14.207411114371565
decision_type=2 2 2 2 2 2 2 2 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 6 9 4 7 -6 -2 -4 -5 -3 -11 -12 13 -13 -15 17 -17 18 19 22 -19 -21 23 24 25 26 -1 28 29 -24
right_child=1 2 3 8 5 -7 -8 -9 -10 10 11 12 -14 14 -16 16 -18 20 -20 21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.021837657183976622 -0.0093972024693649882 -0.045399500627441275 0.011973589681341901 0.10054560811072513 0.0023050309733935199 -0.041985310417109317 0.004307326214292158 0.057179688617027463 -0.0029202272687437708 -0.0097685820993617528 0.013988974839380448 0.078891009843208348 0.03541518749223882 0.46062401730254854 0.12254656067154671 0.008444809693805384 0.00033086812536508599 0.014714924726870802 0.0065290525140740546 -0.015187281189230524 -0.072423999364765748 0.0020725606404434611 0.010240353231309562 0.054583544303323996 -0.034589723747922956 0.086728980194962349 0.04064472519248679 0.37020534456869614 0.031966230622760085 -0.02612981366595234
leaf_weight=226.71847281311057 2537.8071750193485 18.358414823247585 753.88142205553595 7.6704909838736048 2300.8653671834618 92.75449921208201 585.20602853025775 43.232777765369974 5224.313713816402 59.018314066925086 116.99393644108204 20.009282397164501 83.796529692248441 1.5757389097707335 2.9632333145127632 2644.0199771371554 28719.736418311906 475.91372512001544 634.17610600631451 464.30734331416897 14.075584997422991 1371.2750377434422 178.93351085530594 15.047532294236587 450.90643917888519 9.7995435639750195 28.072689981199801 0.63675221579614927 53.924735572189093 266.51585495696054
leaf_count=5635 23277 5040 15095 92 17730 1568 5015 227 76841 1379 4103 476 1176 26 85 36667 276597 6321 4614 8947 520 11105 3642 1124 38482 253 429 22 357 15122
internal_value=-4.32621e-06 -0.0014384 0.000491071 -0.000187232 0.00404545 0.000588748 -0.00682918 0.0144254 -0.00276854 0.0193641 0.0235453 0.0322706 0.0520115 0.108664 0.239913 0.000473581 0.00101489 -0.00357801 -0.00566887 -0.00819179 0.0122117 -0.00229329 -0.0169904 -0.0242771 -0.0259356 -0.0111874 -0.0149534 -0.0063442 -0.00682434 -0.0115202
internal_weight=47402.5 11848.4 8725.43 8422.72 3190.73 2393.62 3123.01 797.114 5231.98 302.715 284.357 225.339 108.345 24.5483 4.53897 35554.1 31363.8 4190.3 3700.31 3066.14 489.989 1835.58 1230.56 730.545 715.497 264.591 254.791 500.011 499.374 445.449
internal_count=561967 152130 123838 111553 34620 19298 28292 15322 76933 12285 7245 5866 1763 587 111 409837 313264 96573 89732 85118 6841 20052 65066 45923 44799 6317 6064 19143 19121 18764
is_linear=0
shrinkage=0.05


Tree=345
num_leaves=31
num_cat=0
split_feature=33 12 26 0 21 35 43 19 42 47 36 8 22 32 38 23 0 7 23 17 8 28 33 17 38 22 47 16 34 46
split_gain=13.0202 39.002 37.8404 60.068 109.368 44.4627 40.8883 37.6619 37.2614 45.1281 37.2169 37.107 44.9478 39.3858 41.3994 37.9907 33.955 33.9169 34.1343 32.8987 39.9051 42.3471 36.0912 35.4752 35.1448 42.193 34.7118 31.9697 37.4695 31.006
threshold=186.2905456327488 28.859938222328264 5.7673598594612114 10.050000000000002 7.6990786498048163 2.9803960365886173 6.9688721534875393 5.1667504692232713 15.201143220069866 17.620821544859748 446.91274893237136 2.6150000000000007 76.891710989823096 2.0653825344536547 4.6178642970029342 9.3300000748893499 19.050000000000004 1.2250000000000003 6.9854450366310088 28.12067805580649 1.2350000000000001 0.26163669250396582 4223.4581231861121 24.618722708659451 9.4177423314639519 32.005772492640432 0.78171938930142526 4.6577105145037603 0.23822623686901337 0.11346122800488824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 5 8 7 10 -4 9 -5 16 13 -13 -2 15 -15 -6 -7 -19 20 24 23 -23 -22 26 -26 -3 -9 -29 -20
right_child=1 19 3 4 6 17 -8 27 -10 -11 -12 12 -14 14 -16 -17 -18 18 29 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00099911879237426539 -0.0051887774181268815 0.06692991195707973 0.021950634326904524 -0.057884762121693717 -0.026471619613795322 -0.012336018101168123 0.018272678383038813 0.022751146940210396 -0.01561131854981899 -0.16884082830947711 -0.00019614090278836482 -0.018205738918969188 0.010085082208898808 -0.065870093976613392 0.0054589958147257022 0.069185569764776897 -0.18419611124863725 0.016930160024064913 0.0050781331114633996 -0.0005223350891518109 -0.068298317100717196 0.007046109884154811 -0.045907018515399835 0.19577208019778813 -0.058490741915486325 0.19576258302494298 -0.024580136957279109 0.073967348105617642 -0.0092085134946049974 0.026645005344035372
leaf_weight=10901.228028881131 1031.4352201957954 26.983485783159267 132.62990737776272 72.155012349772733 143.84824074665084 233.10316914366558 187.25517626479268 89.53104155138135 45.440737296361476 10.49718909524381 345.17391232424416 897.69013580214232 166.42560361628421 5.8090309482067815 165.1171262387652 50.246970038046129 3.4951952430419615 773.58804429834709 5490.5521203526878 24187.678132011279 1.6908478315453965 1008.5077001658501 33.238467319402844 5.1319962240522727 2.1056045973673445 7.2503112258855253 16.824031446943991 13.699448256986214 1164.4729279747698 171.86927310540341
leaf_count=154262 10079 449 630 780 888 1961 1232 408 269 104 2110 4781 907 63 1267 260 39 3376 36384 327197 47 5542 224 38 52 83 520 80 7033 902
internal_value=-4.7314e-06 -0.000706275 0.000974456 0.00339798 -0.00960081 0.00469934 -0.00161487 -0.00340027 -0.0519812 -0.0719767 -0.00917612 -0.00691558 -0.0137811 -0.00108317 0.0180632 0.0551899 -0.0302131 0.00640004 0.00707864 -0.00013745 0.0083124 0.00616974 0.00535656 0.13033 0.0505732 0.138541 0.031786 -0.00605253 -0.00824137 0.00573274
internal_weight=47384.7 27606.1 19778.5 8877.31 807.865 8069.45 679.773 1400.33 128.093 82.6522 492.517 2316.72 1064.12 1252.61 221.173 56.056 147.343 6669.11 6436.01 25289.4 1101.73 1048.57 1041.75 6.82284 53.1634 9.35592 43.8075 1267.7 1178.17 5662.42
internal_count=561967 351509 210458 56196 5422 50774 4269 8151 1153 884 3037 17357 5688 11669 1590 323 927 42623 40662 334152 6955 5851 5766 85 1104 135 969 7521 7113 37286
is_linear=0
shrinkage=0.05


Tree=346
num_leaves=31
num_cat=0
split_feature=36 31 24 26 13 17 45 20 16 33 45 17 34 43 37 7 37 32 43 4 13 33 19 27 31 33 21 8 31 34
split_gain=13.1999 35.1103 44.2296 51.2845 42.1843 39.1054 68.6453 53.7512 54.0694 54.113 52.9305 52.2495 42.9345 40.9654 37.7643 35.7235 35.6189 35.2995 34.8046 39.3503 36.4368 49.4551 46.4158 38.6111 37.6953 35.0633 33.7342 32.9635 32.3814 31.602
threshold=275.58615289811581 -0.066025211895481703 35.658235054799633 6.4916386883166153 57.919695070328096 240.14723748420838 0.25120441092793527 7.7688008706565883 2.3430460468587344 199.89124250798298 0.50214157824078065 129.93456974413792 0.19590503049410496 2.4565213478167562 0.1330460719113761 5.285000000000001 0.18762804663463736 0.39432455911916858 1.2774641956049673 1.0000000180025095e-35 25.251388248681142 238.74094318699795 5.6751112051446251 2.8663980889770895 0.94133054963414564 1124.1772475733303 11.26521210657579 1.4750000000000003 0.89469132668392526 0.13238690076456161
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 14 18 -8 16 -9 -10 -5 -11 -3 19 25 22 23 28 -22 27 29 -14 -25 -20 -7
right_child=1 5 3 15 -6 10 11 13 9 12 -12 -13 26 -15 -16 -17 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012510928358788061 -0.0041293953958104557 0.022817245072802098 -0.03876671195653239 0.023831888189254864 -0.025608903512744564 0.016287452276087497 0.011923751383667134 0.011456870767376039 -0.013088531111302693 -0.0094981698678911746 -0.0048918771838060123 0.0022790455161528032 -0.031928921133640605 0.0010464352318585648 0.0066243021024594284 -0.0054540323168287162 0.0084993012981323373 0.0015977093388256786 0.049193510598748824 -0.009147362901007176 0.00023734327904089878 -0.0014924553320934386 -0.010631039723024203 -0.045330127094532213 0.0023304985562453708 -0.0013775596596991909 -0.0098550789035351354 0.062139334448580365 -0.051651675105266352 0.0053380311838536615
leaf_weight=14660.756853552171 3591.9155967514671 260.32966735429363 49.287860655458644 335.9802810101537 244.11701914609876 877.30277113907505 2939.4481812057202 1393.6211547476996 315.43967175477883 1530.5516167109017 4915.8076645703986 2688.7147990023659 344.70263626950327 2935.3296505518956 1057.2645778603037 150.89741985325236 335.10551974421833 793.02760131913237 52.138235599035397 511.4420481674606 121.24903208919568 1428.346966819081 1318.1994490440993 7.6829570679692543 51.087787441909313 1364.1940971888835 347.64261287730187 100.0698157986626 9.394552013371138 2648.0405471828999
leaf_count=190096 83609 5264 2522 2629 6587 8963 21272 11463 3422 21043 42508 24030 4454 22854 7837 1267 2312 12201 1260 17914 1436 18623 14445 406 273 10729 2203 590 113 19642
internal_value=-4.34178e-06 0.000554315 -0.00361619 0.00983524 -0.00549631 0.00119759 0.00295665 0.000322011 -0.00321811 -0.00591403 -0.000763068 0.00731623 -0.0102116 0.00439787 0.0020944 0.0147553 -0.0062655 0.00684196 0.0016278 0.00404866 -0.00260611 0.00227465 -0.00864966 0.0214854 0.0377049 0.00542896 -0.0208451 0.0544766 0.0337969 0.00806286
internal_weight=47379.1 32718.3 4372.2 536.166 3836.03 28346.1 14941.2 9313.01 4984.06 3930.71 13405 5628.16 2558 4328.95 1372.7 486.878 1865.66 1053.36 8489.15 5400.98 3088.17 1708.44 1379.73 280.09 158.841 4889.54 692.345 107.753 61.5328 3525.34
internal_count=561967 371871 96614 6418 90196 275257 138355 93053 58736 41271 136902 45302 30012 34317 11259 3896 23355 17465 94394 57248 37146 21328 15818 2705 1269 39334 6657 996 1373 28605
is_linear=0
shrinkage=0.05


Tree=347
num_leaves=31
num_cat=0
split_feature=36 17 0 22 19 26 0 41 16 26 15 40 36 18 8 33 34 14 33 17 45 0 13 8 26 16 31 0 40 21
split_gain=12.7198 52.876 58.5805 60.434 56.0565 55.0198 54.2405 47.1631 51.3771 72.8949 44.639 44.52 44.0657 41.9984 46.5553 38.7108 36.4778 35.9703 35.2195 45.389 46.9107 40.0743 58.0574 51.2613 42.5887 44.217 36.7637 36.0149 40.6516 36.0295
threshold=403.00410534731083 98.28596201452963 11.250000000000002 35.084809883358943 12.348361844155855 5.6288996931682478 6.5500000000000007 4.7871855658863653 4.1360921103817665 5.4161645218002201 4.0746316104092424 0.1822718734927746 364.87765975124341 40.532027735290349 2.1150000000000007 984.49670459565152 0.19323458859749029 3.3387040198861113 353.11854160381142 225.3786288537942 0.50214157824078065 8.8500000000000032 392.99879078955411 2.0250000000000004 73.74767054318059 1.637697299320493 0.32083734559923449 10.050000000000002 0.29066093405410043 4.701661751824922
decision_type=2 2 2 2 2 2 2 2 2 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 10 -7 11 -9 -10 -3 -1 13 14 -4 -13 -17 -11 19 -2 -21 24 23 -23 25 -20 -26 28 -22 -29
right_child=18 2 12 4 -6 6 -8 8 9 17 -12 15 -14 -15 -16 16 -18 -19 21 20 27 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.026407043682561134 0.0060342457086311127 0.00030741567610884416 -0.028354908910856891 -0.017717895484449249 -0.0037323676315718628 0.015045160750108611 -0.014070343414105457 -0.00032620080293897216 0.017296246367527284 -0.024823417478011669 -0.021599546728045045 -0.00077883911329575497 -0.00021667475411742853 -0.011282439281652214 -0.09909025461413011 -0.020220254038366848 -0.1093015243050223 0.0036686633962190319 0.013285500394627543 0.0036470393634650249 -0.0054921911477006872 0.01798176662341839 -0.086101595555781729 0.00089372651118987229 0.021008944395400232 -0.0039690791450360408 -0.001738090507142472 -0.060195206701644688 0.0083400157155461025 -0.011799348957130921
leaf_weight=177.05198527619359 5491.8454440022761 929.9252453094814 43.367734736239072 1077.5576082234329 2138.2444100032153 937.92843395192176 192.851519881282 3251.6939798836538 1357.8597483480698 119.80149013595656 310.07182902630302 9552.1805235924257 81.886386721394956 55.145191331161186 50.173016529064626 88.602813773555681 13.204680807422845 1469.9623662584927 386.71058173745405 4076.9338445460598 1976.8292558211251 615.84251922526164 17.322471976280212 1527.3283233875409 347.98666622396559 9315.0193032484094 362.83311205543578 41.009072941262275 726.33619053428993 618.11862413852941
leaf_count=4453 46482 9956 782 40475 40488 4158 1043 69090 16765 1072 3901 75018 586 540 442 588 142 13392 12120 43310 20393 5881 150 8740 2075 129148 2153 693 3904 4027
internal_value=-4.09406e-06 -0.00088951 -0.00497284 -0.00395349 -0.00841867 0.00210322 0.0100796 0.000592263 0.00400755 0.00878836 -0.00517061 -0.00156137 -0.0296708 -0.0458921 -0.0662957 -0.00110571 -0.0317743 0.00152156 0.000754377 0.00258652 4.13111e-05 -0.00112994 0.00506711 0.00580399 -0.00241576 -0.00328131 0.00939788 -0.0043308 -0.0017755 -0.0148104
internal_weight=47351.6 21847.5 5817.15 5586.58 3215.8 2370.78 1130.78 16030.4 6199.32 2947.62 1240 9831.04 230.572 148.686 93.5408 9653.99 101.807 1589.76 25504.1 12931.1 7439.23 12573 2160.49 2143.17 10412.5 9701.73 710.82 3362.29 2703.17 659.128
internal_count=561967 282891 102371 100021 80963 19058 5201 180520 100319 31229 13857 80201 2350 1764 1224 75748 730 14464 279076 118809 72327 160267 14771 14621 145496 141268 4228 29017 24297 4720
is_linear=0
shrinkage=0.05


Tree=348
num_leaves=31
num_cat=0
split_feature=24 0 22 39 25 19 23 28 32 29 13 19 7 43 25 22 0 43 28 22 17 0 33 43 23 34 14 12 32 47
split_gain=12.8016 29.5965 26.8396 35.7922 33.8884 31.3348 30.6438 28.7385 28.2512 27.0168 26.5507 25.8512 29.5735 25.8054 25.4685 25.3831 40.0275 32.9286 26.1942 24.7396 23.8208 50.9074 34.4343 34.0633 39.4474 32.3991 29.7586 47.4275 31.8346 33.914
threshold=7.6452493197860312 3.0500000000000003 449.14737774190922 1377.9123869531938 14.594166725646579 4.6367794632506341 123.22682692555085 0.65578736750012545 0.63654209081141599 66.027362386126725 3.4363710783906272 5.7593504733343961 1.1650000000000003 0.51426574453780705 14.594166725646579 8.6944763845628081 8.7500000000000018 6.5648748114630475 0.89618413515490991 715.10729977963308 98.28596201452963 9.4500000000000011 22007.569215382013 1.9898191577901509 18.672908446749897 0.18537447346274746 20.426166621051795 51.756206095595097 -0.051918587532442516 1.0995015339564722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 4 8 7 10 -2 9 13 -7 12 -1 -4 20 16 -12 18 -18 -15 21 22 26 -22 -25 -26 -3 28 29 -28
right_child=2 14 3 -5 -6 6 -8 -9 -10 -11 15 -13 -14 19 -16 -17 17 -19 -20 -21 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.055303998718750538 -0.027782636687912272 0.00044893097666300562 0.25224439050995351 -0.00076596856219770507 -0.038050733028424363 -0.03103299899989246 0.013933579675299524 0.018049237456041135 0.00057877832681167967 0.092866543214469438 0.024966482068426575 -0.028678297095461255 0.012871983604849663 -0.018171936452055559 -0.016911383653196155 0.00063044941699904244 -0.18580909048848793 0.014847315578730275 -0.045184641055747904 -0.061540032526787261 -0.00067441638715785227 0.011195878650158933 -0.066553898483534435 -0.012734633056795161 0.010758195063102787 -0.0094777111741946515 -0.062160079701714499 0.00054287332222770495 -0.079071889450470598 0.052120142705658547
leaf_weight=19.033771042071749 37.285738823906286 8972.7332479748584 0.82315838208887626 1820.0608412311412 124.08959986263653 65.672574592288584 446.68142186751356 413.73361691384343 305.30940243945224 4.8173818916548035 217.85244943387806 177.91684814242763 96.81926160590956 140.32077407868928 240.03194522767444 23420.038948937072 4.1505230683833387 21.574987544678152 16.381268446333706 42.950088122161105 7213.5185486299451 1121.0197591878823 19.447365908534266 1424.8869689018466 417.72048358042957 375.70749398233602 13.970945399720224 106.97072038106853 42.958758356922772 12.127237151260486
leaf_count=524 1557 100430 18 18656 2522 568 3239 5188 6300 130 860 3758 1742 4705 5224 257884 43 150 124 1867 103781 7125 207 17988 10019 5613 176 975 512 82
internal_value=-3.85015e-06 -0.000954622 0.000707248 -0.00429678 -0.0146901 0.00120238 0.000958938 0.0142603 -0.00882466 -0.0240221 0.000714871 -0.0167095 0.00167119 -0.0270808 -0.000722756 0.000802918 0.0163408 -0.0282866 -0.073612 -0.0283354 -0.000525719 0.00113804 -9.17606e-05 -0.00234072 -0.0077592 0.001176 4.95168e-05 -0.02031 -0.0526115 -0.00905664
internal_weight=47336.6 20254.9 27081.7 2438.37 618.31 24643.4 24192.4 451.019 494.221 188.911 23745.7 293.77 115.853 184.094 19961.1 23680 259.959 42.1068 20.5318 183.271 19721.1 10289.2 9168.21 9431.83 2218.31 793.428 9148.76 176.028 69.0569 26.0982
internal_count=561967 258156 303811 34198 15542 269613 262868 6745 13020 6720 259629 6024 2266 6590 252132 259061 1177 317 167 6572 246908 109507 102382 137401 33620 15632 102175 1745 770 258
is_linear=0
shrinkage=0.05


Tree=349
num_leaves=31
num_cat=0
split_feature=43 43 0 14 16 19 49 13 27 0 49 24 22 8 39 21 8 31 32 41 7 33 40 25 18 1 0 8 36 9
split_gain=13.1509 31.6974 45.273 33.185 32.6233 30.824 44.5569 31.8538 30.2951 30.0401 30.5728 28.9529 27.9236 73.0964 44.4263 41.6949 42.6474 40.0833 31.1233 32.4878 30.143 34.0427 29.4365 29.047 32.6543 27.7832 27.5997 33.4329 35.9746 35.3042
threshold=2.3797351970813265 3.5580101700081666 8.4500000000000011 2.5836367530968825 1.9847028028132476 18.863416002716445 0.45692909181299834 6.4323833311164273 14.360817203506089 4.1500000000000012 0.51377617974354306 53.25559004434475 36.947716263206281 2.0150000000000001 147.47989512993189 12.545741709633928 1.7450000000000003 0.069803165029135486 0.051239860607803674 3.2724394088612074 4.705000000000001 505.46255638711591 0.68282795223151693 2.9206765165211119 67.569759157706883 3.5000000000000004 12.15 2.1250000000000004 575.25807885765187 1.1650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 3 5 4 -2 8 7 -7 -3 10 -8 -4 13 14 -11 20 17 -17 22 -20 21 -14 -18 24 -15 -12 -1 -28 -29 -30
right_child=1 2 11 -5 -6 6 9 -9 -10 12 25 -13 15 23 -16 16 18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0012255896684979521 7.2685242693999405e-05 0.0015767988206651974 0.007164244393310093 -0.0027010899387791307 -0.024294898082999995 -0.026056360666996809 -0.03415434222872589 0.0021621737938888642 -0.057147644245658651 0.0028493539785196813 -0.012295606248337181 -0.018294716493115586 -0.03419452891391684 -0.013795710006973988 0.040265384872446977 -0.029575382621099874 0.0081162200154981864 0.059196174059214748 -0.028417532950734632 0.001429792240474949 -0.0030784665114072995 -0.000127317214281684 0.097074487930809736 0.00077930678310591378 -0.075037886168483781 0.019288850937741284 0.0072236067301476069 -0.032617064465632485 -0.034417503135540116 -0.0030850516848236597
leaf_weight=22907.521504779346 219.49685982445953 7126.998667605556 2675.8507877918601 5853.8665083985252 367.03212666528998 103.60000163500081 151.70829533814685 2883.9782088248758 22.030029073473997 152.52365544706117 1109.8274293276772 116.53723210672615 305.21413094436866 255.97812120104209 165.33221174788196 16.757761635351926 29.523585992865264 52.725379009731114 136.82868450460956 273.21167450444773 222.78622066741809 96.522244197200052 13.575346572324632 551.04195468546823 23.788797681219876 74.287262544967234 358.63699839299079 155.93666687048972 101.2874824074097 799.91387204220518
leaf_count=302800 3408 72102 16961 90041 5566 741 2130 24521 500 1401 13080 794 6333 1281 950 204 163 274 985 1403 2395 1140 46 2523 168 280 3184 906 754 4933
internal_value=-3.65285e-06 -0.000860775 0.000296738 -0.00383717 -0.0151758 -0.000880597 -0.00333924 0.00118364 0.00139584 -0.00706001 -0.0130216 0.00610174 -0.00359123 0.00191938 0.0223112 -0.00910915 0.00131121 0.0377865 -0.00428181 -0.00853013 -0.0178293 -0.0260095 0.0361364 -0.00588226 -0.0190032 -0.0103141 0.000806874 -0.00596803 -0.0104433 -0.00660656
internal_weight=47324.3 23001 16560.6 6440.4 586.529 13768.2 6619.21 2987.58 7149.03 3631.63 1335.82 2792.39 2295.81 1148.66 317.856 1147.15 522.622 69.4831 453.139 410.04 624.523 401.736 43.0989 830.809 279.767 1184.11 24323.3 1415.78 1057.14 901.201
internal_count=561967 249390 150375 99015 8974 132620 60018 25262 72602 34756 15490 17755 19266 6323 2351 12943 3075 478 2597 2388 9868 7473 209 3972 1449 13360 312577 9777 6593 5687
is_linear=0
shrinkage=0.05


Tree=350
num_leaves=31
num_cat=0
split_feature=34 37 33 34 38 16 0 38 8 24 17 19 8 38 33 36 26 40 8 41 33 24 37 18 20 22 17 13 32 17
split_gain=12.6251 25.4081 41.4762 72.144 52.4297 54.2361 45.9374 40.9022 38.528 46.868 38.1131 36.8564 36.5092 36.3643 54.5437 43.0466 43.9938 36.7919 40.1927 53.2158 41.6643 35.6334 35.3784 47.1765 41.1126 35.07 34.3722 32.7937 37.7612 63.6973
threshold=0.25640244475855051 0.16044709412623789 858.62225169361272 0.12799399804851372 7.0131952210765132 10.398595370490062 14.350000000000003 6.0755053728515325 3.0050000000000003 28.21009364371173 33.971894001556876 55.242859480524999 1.2550000000000001 4.1445610419872212 112.00739713812426 144.91136704273745 3.6530403633117721 0.32094938406144452 2.2550000000000003 4.0904068668850266 780.61030510775947 5.9451646748182103 0.21205424696411287 52.715974035997696 10.236484350759822 20.448515428355467 812.25097041609513 28.248449304883859 -0.020286009565990918 37.228871600805164
decision_type=2 2 2 2 2 2 2 2 2 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 6 12 8 9 -1 -8 -7 27 17 15 16 -15 18 19 -14 -21 -5 23 24 -16 -11 -27 28 29 -3
right_child=-2 2 3 21 -6 11 10 -9 -10 25 -12 -13 13 14 22 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.013310337337673365 -0.0012371696271574739 -0.04637939058263707 0.0029783120690326072 -0.050970214729089858 0.014650104046923983 0.014558789205893322 0.02117206928976622 0.00029969441403524975 0.003536554234478741 0.074898172751754796 -0.024602432710583055 -0.0060256302075392398 -0.030463772595313656 -0.010307661962496668 -0.0087137171871174996 0.020733602283928031 0.02016360676348955 0.010640436822095881 -0.00037188468450021308 -0.0061316560774198657 0.094861025739477148 -0.014894153393427626 0.0069140135743169925 0.0088306593995519291 0.0063558667600802634 0.005504930232656813 -0.081844658199547463 -0.038624009596600131 -0.0097625335515242589 0.077179480197169414
leaf_weight=1697.3551587657712 14417.062910706038 15.47063023393275 868.67871108255349 79.824746533529833 889.13227830029791 1248.7348850863054 54.149523167870939 15115.709419828636 740.40258111525327 17.64422498177737 283.84987902457942 263.31231046537869 295.27527666922833 294.93263712662156 1770.7118230040651 795.87085707223741 197.96211331570521 487.98070744192228 2036.3409056137316 554.67442017659778 10.403864002553744 480.25029788550455 2259.0397418059874 855.24082996475045 608.00483790595899 353.96742113796063 11.63236605026759 87.662114158025361 491.61382065093494 32.01813676362508
leaf_count=40294 113134 682 6955 857 7866 8251 348 232158 3357 45 2110 1686 5970 5516 22865 6153 1551 2801 11676 12168 78 3956 18017 8386 6230 6224 326 6488 24463 1356
internal_value=-3.40185e-06 0.000537281 0.00205874 -0.00604332 0.00291416 0.00208884 0.000881867 -0.000731782 -0.00625872 -0.00974447 -0.0172691 0.0109742 0.00145028 0.00217233 0.00428489 0.0135423 0.00193056 -0.00206055 -0.00420018 -0.0132612 -0.00427224 -0.0200359 0.00211292 -0.00124082 -0.0048619 0.00604847 0.00272571 -0.0102616 -0.00564971 0.0369271
internal_weight=47314.9 32897.8 14961.1 1428.75 13532.4 12643.2 11131.2 17936.7 2821 2080.6 337.999 1512.05 10793.2 10166.4 6781.76 1288.77 492.895 3384.68 2896.69 860.354 565.078 560.075 5493 3233.96 2378.72 383.244 365.6 626.765 539.103 47.4888
internal_count=561967 448833 166429 11768 154661 146795 136858 282404 50246 46889 2458 9937 134400 101411 68718 13220 7067 32693 29892 18216 12246 4813 55498 37481 29095 6595 6550 32989 26501 2038
is_linear=0
shrinkage=0.05


Tree=351
num_leaves=31
num_cat=0
split_feature=49 7 15 12 17 34 33 9 47 45 39 19 21 7 27 22 18 29 34 21 45 8 26 21 35 24 29 43 17 35
split_gain=12.738 37.7914 31.6293 36.3154 33.2472 41.2799 32.4821 38.1441 29.7493 33.6691 32.852 29.5515 33.5216 27.8928 27.8172 27.6921 29.3646 27.1161 26.7233 26.7128 26.4553 26.4331 25.5693 35.2886 25.3566 25.6408 24.7353 24.8132 24.6725 24.4585
threshold=0.22516096074812811 6.5150000000000006 1.8795785126808175 146.96591490386072 88.047310709186505 0.15113758441988226 309.85983990010794 1.175 0.5366599114558207 1.1136651056194087 99.955499566749168 14.821454837338678 2.7416680628852332 2.1350000000000002 1.2715540153269862 123.52052549126705 1051.1733597002942 36.919712346802989 0.12252620071899004 1.5415406782673915 -1.1215410681601605 2.1650000000000005 6.4330293487106411 7.4780254190820381 6.4921854334241029 26.302837973936786 52.995808633247172 2.5063641515557662 93.68707561929881 4.2725030346063733
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 7 11 10 17 -4 -6 -13 18 -8 -3 -17 -10 -11 -7 -12 -15 -1 -24 25 -21 27 -27 -16 -20
right_child=-2 15 4 -5 5 19 14 -9 9 13 20 12 -14 21 28 16 -18 -19 29 24 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.022224247256771058 0.00035839456130820499 0.011828881712830247 -0.023114159653850067 0.010522911073679572 -0.0019827425857078989 0.11709756835513685 -0.018511331591747098 0.011584117804208642 -0.0017767697199899163 0.18437069285971996 -0.13364542599255924 0.29747661949738208 0.083943114648059411 -0.038872969403964355 -0.070803308135251611 -0.012298711150311338 0.033316918163078087 -0.071439394895397065 0.066099698852437702 -0.0095286691096579928 0.022543623368571564 0.019463703964195986 0.01956337106700402 -0.020749234993733795 -0.023744304460781334 0.01358092969960948 0.12877538036716771 -0.011313189821451195 0.0032920234890751673 -0.031426239768891202
leaf_weight=540.23577229448711 39597.551673614857 774.33492722280789 47.407728674239479 150.15967680944595 9.4646072258474323 4.2307751593762069 187.32599712905358 171.18303012961405 1256.1176644525258 3.7383241372881448 2.7329581370577207 2.0274828848778297 19.66067818144802 23.184528124693315 11.36235116550233 258.61930687486893 40.854001704603434 14.12614191835746 28.436773739522323 1794.5997807958338 339.60615185811184 119.52627270203084 101.76407579728402 116.35905287275091 249.89210067654494 237.13284678698983 3.9511995541397473 173.21832481137244 1002.1726474042516 8.3067065500072186
leaf_count=9920 465341 4438 383 4523 399 127 4094 3460 11344 26 31 44 142 386 226 3247 171 372 127 21889 2652 567 539 720 3493 2003 42 1811 19300 150
internal_value=-3.27977e-06 -0.0018652 -0.00327695 -0.0119422 -0.00189807 -0.00453254 0.00231242 0.0208453 0.00362793 0.000338528 0.0158947 0.0717349 0.103905 0.0203776 -0.000810227 0.00683545 -0.00607585 -0.00255147 0.0570096 -0.00843215 0.0212967 0.00998644 -0.0163905 -0.00194162 -0.00864815 -0.00694032 0.0042714 0.00307257 0.00246137 0.0440517
internal_weight=47289.3 7691.73 6617.92 908.519 5709.41 3866.22 1403.2 202.336 1843.18 1453.44 389.747 31.1528 21.6882 183.193 1200.86 1073.81 299.473 1270.24 40.4818 2463.03 342.339 142.711 758.359 218.123 2458.79 2208.9 414.302 410.351 1013.53 36.7435
internal_count=561967 96626 88770 15702 73068 57030 27665 4045 16038 12972 3066 585 186 1256 23620 7856 3418 11716 303 29365 2683 953 11179 1259 29238 25745 3856 3814 19526 277
is_linear=0
shrinkage=0.05


Tree=352
num_leaves=31
num_cat=0
split_feature=32 29 39 45 20 30 31 24 27 31 26 14 41 13 24 17 12 22 33 9 25 24 26 15 34 16 39 47 30 41
split_gain=12.631 34.1866 39.7781 40.8415 35.965 30.2472 29.2429 27.803 62.7451 27.6205 51.3913 30.9539 44.7183 41.4876 40.0541 35.0654 37.624 36.9678 43.1913 35.7443 35.4717 31.1864 40.4718 37.2551 30.3262 30.1877 29.3501 28.8679 28.7654 59.0652
threshold=0.34912009626294405 22.887107586888021 291.44340716664209 0.098690865068701075 3.3822501446005591 0.9276050897324688 0.42693384741058316 8.1738838349563085 1.1889008689559957 -0.32064464974507434 1.4311209590728808 5.7656120856336512 3.9679815323892007 7.6341225547148728 35.658235054799633 77.695752447681997 133.40063639425225 26.806926173454979 1166.2598480888435 3.2450000000000006 1.182139689663092 11.83822556693362 7.2219709770942915 8.0944164364708282 0.2508405242577319 5.9169492471284926 72.355735128902452 0.01569630880271056 -0.41208501546001597 4.5025761590273925
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -5 10 -2 13 -13 14 24 17 20 -14 19 26 25 -18 -23 -24 -12 -17 -19 -22 29 -28
right_child=9 2 3 4 -6 -7 -8 -9 -10 -11 11 12 15 -15 -16 16 21 18 -20 -21 27 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00066682688097719357 0.056733771429638959 -0.023305029425302513 0.0017496105518900796 0.61336049733201392 -0.018389863097094877 -0.046443032706517041 -0.041096262878843867 0.048840138260066349 -0.011550322158929571 0.00020033399681499309 -0.019265567754988815 -0.011230455254798809 0.00014855670405723376 -0.023141131744212198 0.25427663751644375 -0.060907048262678246 0.049129548655619609 0.20329708721634102 -0.050380114124941061 0.22939375295865538 0.11714088508991304 -0.041400278894074619 0.077189401831746718 -0.018594091599305782 0.030754453585222996 0.15310850047614957 0.27609486278245438 -0.014727174216937082 0.040611883628581681 0.024951535818964442
leaf_weight=9863.0308274681447 52.171911413373891 374.4041505868081 240.93977692053886 0.40641531237633799 47.181090226222295 52.948968635173514 47.709390798234381 83.767146181839053 34.498273577133659 35461.044166771608 50.193076279305387 166.1199030810094 59.557223696261644 177.31061583763221 1.7138811349868763 2.2712862613843736 76.450141900102608 3.0503613343462339 10.789208880160002 2.8240353295113882 4.2521030548959962 29.702198909188155 23.133389307651669 18.090763715561479 76.463214081595652 6.0014447625726461 4.0275469180196506 173.29805359849706 134.80754870368401 5.5912399674998596
leaf_count=134370 1382 9136 8823 12 949 2000 1022 1911 1756 382009 946 1676 453 4995 4 117 1644 17 116 36 28 1409 177 212 673 24 20 4192 1737 121
internal_value=-3.15601e-06 -0.00151014 -0.0109421 -0.00182063 0.0185367 -0.0117045 -0.00533217 0.0332178 -0.00427413 0.00044 0.00832517 0.00586276 0.0115226 -0.00746786 0.0141808 0.0183472 0.00810924 0.0338074 0.0462516 0.0531882 -0.00685363 0.0269755 0.00309605 0.0351559 0.0109318 0.0943503 0.0498141 -0.0115691 0.0465724 0.130109
internal_weight=47283.7 10744.9 881.855 507.451 165.853 341.598 288.649 118.672 34.9047 36538.9 1077.82 1025.65 719.966 305.681 128.37 553.847 333.199 220.647 161.09 150.301 185.823 147.376 70.9264 41.2242 126.656 8.27273 147.477 177.55 144.426 9.61879
internal_count=561967 159979 25609 16473 4628 11845 9845 3679 1768 401988 19979 18597 11979 6618 1623 10303 7803 2500 2047 1931 4361 3442 1798 389 1619 141 1895 4220 1878 141
is_linear=0
shrinkage=0.05


Tree=353
num_leaves=31
num_cat=0
split_feature=9 0 30 23 15 14 41 28 21 8 17 40 28 13 39 31 42 21 37 8 13 15 8 33 31 27 32 8 45 23
split_gain=12.5318 28.4763 29.7681 29.9679 30.053 38.733 27.5366 26.779 20.9811 29.4483 27.858 24.3349 28.4976 24.1356 23.4064 41.4439 38.981 33.2783 30.7545 24.2943 22.2672 21.7347 20.0636 30.5919 29.978 26.6388 25.6929 30.3705 23.2859 19.9303
threshold=3.2050000000000005 5.1500000000000012 -0.23216129087346074 6.3462503384107745 27.357080252931791 13.205782814860605 3.1419214990481596 1.2774434651971103 5.431873760858867 2.0950000000000002 755.65902640489594 0.25265476698601158 0.86323723248206552 16.937607923586231 294.45837087695389 0.1210533758887395 9.5758485282985877 6.5166029538146697 0.1423465337582652 1.3250000000000004 3.8197375572405101 6.369039967557252 2.1650000000000005 22007.569215382013 -0.39791891473589575 16.757246904647271 1.6587874312772717 1.2650000000000003 0.79724117895041358 5.6441184325055458
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 29 5 22 -7 -6 13 10 11 14 -13 -3 15 17 -16 -10 -17 -18 -11 -14 23 24 26 -26 27 -5 -27 -4
right_child=1 8 3 4 7 6 -8 -9 9 20 -12 12 21 -15 16 18 19 -19 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00019399455568350614 0.04169451362868179 -0.0056672979883109972 -0.00031111254147379511 0.25985388739596343 0.063144704879941893 -0.11911584273350791 -0.034265374486861531 -0.0069953636595450966 0.20567617459238707 -0.045167348492162543 -0.049205839202474545 -0.084153233317352763 -0.0053270582473678805 -0.051844713074028527 0.084354985865091228 0.06317288450347569 0.052917383382300037 0.051685057649117773 -0.0062014692056789611 -0.036517786276831714 0.002045290580952258 0.099402394744725023 -0.0067533301243586849 0.11491646636997757 -0.033743746324231036 -0.047340515428393404 -0.052321457993017552 0.003026237099658529 0.099216174726978246 0.040247447662158251
leaf_weight=44650.246601764724 28.283795184979681 226.73840437055333 122.79464424634352 2.5526329942513248 23.316550614777952 10.420159675355533 116.08412241115002 32.68314524833113 7.3638193137012404 25.648830998223275 12.678233688697217 9.198949409183113 23.894224575720731 32.33192753745243 13.70382180996239 44.332043615635484 10.231342056067659 6.7010460142046213 24.97539677133318 29.448964753304608 949.32992104440928 6.2497661113739005 602.84148538298905 3.894681333564221 210.00006258481881 4.3384529117029142 2.5961181782186031 2.0964742628857493 7.2221558552701026 40.206933379173279
leaf_count=539628 339 2638 768 40 105 119 1254 186 40 225 118 89 129 870 49 157 68 42 185 286 5506 24 3521 32 5070 130 62 26 29 232
internal_value=-3.64362e-06 -0.00335625 -0.00899729 -0.0102113 -0.0133982 -0.0154709 -0.0412545 0.0222088 0.00143835 0.00430309 0.0223786 0.0275324 -0.00712111 -0.0114302 0.0375017 0.054054 0.0116512 0.132309 0.0381734 -0.0134574 0.000803265 0.0163865 -0.0115671 -0.0240379 -0.0264031 -0.0296759 0.0736793 0.14404 0.0442165 0.0096933
internal_weight=47282.4 2632.16 1209.33 1181.05 1018.05 962.046 126.504 55.9997 1422.83 1163.76 188.778 176.099 39.3429 259.07 136.756 83.3723 53.3841 14.0649 69.3074 39.6803 974.979 30.144 835.542 232.701 228.806 221.561 7.24523 4.64911 11.5606 163.002
internal_count=561967 22339 11913 11574 10574 10283 1373 291 10426 6918 1187 1069 242 3508 827 424 403 82 342 354 5731 153 8910 5389 5357 5229 128 66 159 1000
is_linear=0
shrinkage=0.05


Tree=354
num_leaves=31
num_cat=0
split_feature=1 7 42 32 46 49 49 47 34 14 33 49 38 37 29 16 1 31 8 49 8 49 33 35 8 47 32 8 9 31
split_gain=12.4152 15.4397 15.2072 23.1445 40.1682 16.3506 14.5304 14.4428 21.8118 14.308 16.7687 25.0426 14.2756 20.7039 14.2521 14.0212 13.632 30.622 72.9897 75.4382 67.81 39.9691 42.7491 54.3351 38.574 34.477 34.2803 36.2974 42.5629 39.9303
threshold=3.5000000000000004 3.1650000000000005 18.334035490871955 0.38813607908109138 0.048354904442374898 0.56184281730978525 0.55298937260114811 0.17627414970196886 0.2803633755945395 20.426166621051795 257.00844793488665 0.62140797776246959 2.540930713716937 0.26938452845725602 56.289285473472965 5.3329147412952853 1.5000000000000002 0.74769084722388002 1.3950000000000002 0.51078691907102847 3.3050000000000002 0.53171945718783664 222.16529029873467 3.4708515218826483 2.1650000000000005 1.6951045617468645 0.81601323621839317 1.6050000000000002 2.6150000000000007 -0.48132217558586005
decision_type=2 2 2 2 2 2 2 2 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 12 4 5 -4 -2 8 -5 -9 11 -11 13 -3 -14 -16 -1 20 19 -19 26 25 23 -23 -20 -22 27 29 -29 -18
right_child=1 2 3 7 -6 -7 -8 9 -10 10 -12 -13 14 -15 15 -17 17 18 24 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012082456122001319 -0.028609694248080783 -0.13910999918934394 -0.21460019204506453 -0.15406555742726652 -0.0029316295205294232 -0.074302645294543265 0.057272874184821514 0.013980461417348423 -0.0018820356826428756 -0.22273288403532723 -0.006697683768594297 0.015040604717460243 0.015593443869677391 0.014423416927192954 0.012870072434502375 -0.14239721490663562 0.017180060637039817 -0.00976941661188401 0.0024719069467197671 0.041904758480930719 0.015457835128044953 -0.0044522610623381762 -0.0083666836543561281 0.032698975132987008 -0.0046955863842038361 0.0017363004490551816 0.0017728729826096232 0.00042092277866981201 -0.026433786148665414 -0.0077056883062060436
leaf_weight=14195.230148530798 6.0504319260362527 3.7781322766095382 3.9884995454922336 3.6459584599360806 14.05050960369408 4.3325194418430328 26.47783549502492 93.01640660664998 6.646956168115139 2.5244859312661019 13.25359778665006 1.9727010428905485 282.21976361842826 5.2427347898483276 2.9573494903743258 2.8602868728339672 168.87249286624137 115.53317375361803 2344.5177121341112 181.72112723629107 1465.3013764619827 217.96906789857894 671.68741322588176 179.43819316569716 9416.6932159701828 665.79405331192538 7726.6141271823726 5764.4381051480887 151.42270262609236 3543.6662085804419
leaf_count=78409 34 34 42 36 54 28 62 646 29 32 67 10 1353 22 15 29 3975 3534 19476 2881 9857 1257 4704 714 49880 3057 150887 64940 1773 164130
internal_value=-3.6522e-06 0.00805615 0.00560137 -0.00776843 -0.0544907 -0.141551 0.0412983 0.000865702 -0.0557885 0.00613023 -0.035006 -0.118433 0.0120568 -0.0498797 0.0139966 -0.0634683 -8.5099e-05 -0.000648032 -0.00264836 0.0218207 0.000525437 0.0072132 -0.000676092 0.0123223 -0.0032668 0.011171 -0.000707757 -0.00269842 -0.000266452 -0.00657371
internal_weight=47281.9 473.018 440.49 143.432 22.3715 8.32102 32.5283 121.06 10.2929 110.767 17.7508 4.49719 297.058 9.02087 288.037 5.81764 46808.9 32613.7 12058.5 297.254 20555.2 3200.19 1069.09 397.407 11761.2 2131.1 17355 9628.4 5915.86 3712.54
internal_count=561967 2493 2397 944 124 70 96 820 65 755 109 42 1453 56 1397 44 559474 481065 75771 6415 405294 19589 6675 1971 69356 12914 385705 234818 66713 168105
is_linear=0
shrinkage=0.05


Tree=355
num_leaves=31
num_cat=0
split_feature=43 45 38 21 8 0 45 14 17 42 33 20 0 31 1 33 41 47 27 32 25 33 12 46 45 47 18 39 42 14
split_gain=12.7592 30.1136 70.3184 43.3312 50.6307 74.2087 44.5627 41.9028 41.0139 43.8506 42.0663 36.0296 45.4336 31.7405 34.3386 33.0194 34.5689 34.6384 32.8279 59.0944 37.9127 31.6138 36.9011 31.0123 36.0371 31.219 31.2161 30.7222 30.6818 36.3373
threshold=2.3797351970813265 0.14891820688064164 5.5639902021752095 11.643464420266795 1.9750000000000003 5.0500000000000007 4.3606447883482877 11.297674780004053 25.512164066529603 18.093029255821474 4223.4581231861121 3.2142062396012228 5.1500000000000012 -0.069714322400908538 1.5000000000000002 109.40299121162714 6.1113741469170151 4.436869640226897 1.1389499748997649 0.83309098407084792 3.5200701107275374 70.115270712968865 128.06864172937549 0.049228706077635055 0.16400962512652154 1.0796048429568217 68.368561479455721 140.07184830275096 12.562508364738628 28.854963298959451
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -3 9 27 -11 12 13 15 -15 18 17 -17 19 -10 -20 -13 -23 24 25 26 -9 -2 29 -4
right_child=1 2 28 4 6 -7 -8 23 11 10 -12 21 -14 14 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0007948250421423484 0.0036682503316704898 -0.0013453198329258687 0.0021648715822027275 -0.00026675537550407421 0.0027979774840990808 0.043071835588785468 -0.019906836265024958 0.072318407935232434 -0.069587165953166441 -0.00055122223529683408 -0.086420546672376877 0.01422253115579959 -0.024572288112081887 -0.000953648597411344 -0.02324442467903709 -0.023953418428766065 0.018020521362561024 0.053568649216329138 -0.0060350630600128075 0.29123215870957198 0.061470362267936909 -0.0050577845807174048 0.0032185948508628923 -0.019723582489983359 -0.0056995921660914842 -0.03297892537340031 0.27473093050905273 0.022659075344412121 0.012843858662592989 -0.054189958874344225
leaf_weight=24319.566859678715 477.66848245786969 3269.7129323090776 501.02157831180375 210.71919480222277 2826.6187643860467 185.92857043491676 234.00085100112483 9.6760897593339923 1.7928929591434997 2287.0427450104617 14.352089049294589 266.01881399302511 443.75386908568908 350.33236539270729 340.88349569431739 154.03417955723125 123.98438492786954 15.896529716905205 44.63042462762678 3.0913735473295674 38.952314506168477 6330.0706298951845 1710.7666649365565 643.71375965318293 488.83530354336835 5.3500095806084564 2.3716448363848022 384.2986554603558 1573.2997908014804 30.336178976227529
leaf_count=312577 5309 39160 11464 2198 15285 962 1821 93 52 12090 115 2453 7837 2634 12456 3729 4448 95 1352 20 531 69250 20281 10122 8050 101 35 3705 13113 629
internal_value=-3.34778e-06 -0.000848447 0.00121666 -0.000952624 0.00324033 0.0200482 0.00106207 -0.00423255 -0.00243559 0.00251602 -0.00108673 -0.00402998 -0.0111148 -0.00555231 -0.0119467 0.00600652 -0.00205442 -0.0167015 0.0327875 0.158784 0.0254247 -0.00273586 -0.0032969 -0.012442 -0.00318287 0.0675309 0.112164 0.0121351 0.00933547 -0.00105253
internal_weight=47288.7 22969.2 9981.58 7876.93 3457.27 396.648 3060.62 4419.66 12987.6 3163.36 2301.39 9824.21 1517.35 1073.6 691.216 382.382 293.915 169.931 88.467 4.88427 83.5827 8306.86 8040.84 1149.95 506.233 17.3977 12.0477 861.967 2104.66 531.358
internal_count=561967 249390 103033 77827 20266 3160 17106 57561 146357 21219 12205 125138 33154 25317 15090 10227 8272 3824 1955 72 1883 91984 89531 18401 8279 229 128 9014 25206 12093
is_linear=0
shrinkage=0.05


Tree=356
num_leaves=31
num_cat=0
split_feature=37 38 8 42 37 9 26 16 17 33 34 34 35 25 7 36 46 35 38 8 42 43 35 47 32 7 30 43 29 16
split_gain=12.7394 42.3456 49.5186 37.7142 34.8463 34.0501 32.4932 43.0233 31.3535 34.213 64.4115 30.1717 41.2524 29.5905 29.3853 29.1552 29.0073 42.9416 28.5514 29.969 41.0421 33.817 29.4331 27.9238 29.5084 27.8667 27.5341 27.5119 27.3582 26.6864
threshold=0.20148857060661227 7.1572818890363932 3.9550000000000005 9.9982173541395181 0.1451334994107831 4.3050000000000006 2.0738246860235825 5.1359357036613762 292.57571816884376 613.88037382679977 0.11376444848240427 0.17467992378494993 6.8093249874696697 1.8554388255950258 1.5950000000000004 112.6566599265029 0.052515188929501369 3.4333334911413012 5.2536331416173097 2.2750000000000004 14.379108219253178 0.90891415691353272 2.2740534733792432 3.8359990012464831 -0.074539972469536253 1.4150000000000003 2.2659684673480212 0.57206775327580706 36.919712346802989 2.3230456512813995
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 18 7 15 9 11 -11 -6 14 -9 -13 -1 26 -18 -2 20 22 -22 -20 24 -3 -23 -17 -14 29 -21
right_child=5 4 3 -5 8 -7 -8 13 -10 10 -12 12 27 -15 -16 16 17 -19 19 28 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.055355168847648829 0.00034818681312142133 -0.011621696173274266 -0.031986060643924841 0.0087860505617359773 0.025389933493631264 -0.017817078093365874 -0.0033509238676698409 0.075751061018670698 -0.00092952998328275308 0.014740647347399636 -0.031061730776991675 -0.022692146853225556 0.06793145079288411 -0.074277739228724077 0.014951177641070311 -0.035445028018876834 0.20020388679199358 0.0046559864167868871 0.081466524898935785 0.019136501254392643 -0.071454718870852016 -0.015266046649372911 0.0032098228775465799 -0.0038996221701917272 0.0020423302798269522 0.026832333865939681 -0.0035455484344850473 -0.039639034661588649 -0.040888282665871967 -0.00016839918842537311
leaf_weight=53.817228132189484 16302.604388953376 413.59566418931354 59.66794070135802 1147.0732719374355 420.46904070070013 238.36829779588152 10819.449288737596 18.805110392626379 902.4070901782834 188.66982816834934 129.40658278146293 55.891217556374613 6.6026373580098143 3.9826147516723713 715.85979489696911 173.45322689172463 2.9281755882548159 68.093294383113971 12.182672065682707 202.72244205931202 9.5566978934220952 42.750871519208886 874.22275614005048 3342.4372918131412 8845.1360903190798 488.28157529223245 110.8947571865283 59.581072536646388 37.837801797315478 1530.9369373563677
leaf_count=3458 134019 11036 463 5347 4464 1886 164141 96 7353 1546 1337 959 34 78 5742 11902 31 2353 46 989 81 554 13659 25375 148548 3439 2900 1050 421 8660
internal_value=-3.41789e-06 -0.000698309 -0.00285546 0.00677005 0.00108379 0.000966014 -0.00388782 -0.0173351 0.00650285 0.0107573 -0.00389365 0.0144605 0.00897617 0.0495305 0.012225 -0.0210589 -0.0158651 0.0127183 0.00119561 0.00551487 0.0109074 0.0217656 0.00428538 1.77574e-05 0.00143195 0.0234432 -0.0230043 -0.0289076 0.00117102 0.00208899
internal_weight=47277.7 27538.2 12458.2 1206.74 15080.1 19739.5 11251.4 431.974 2478.89 1576.48 318.076 1258.4 837.935 22.7877 771.751 409.187 355.369 71.0215 19501.1 3198.49 1426.99 540.589 886.405 12601.2 9258.73 531.032 284.348 66.1837 1771.5 1733.66
internal_count=561967 398213 190769 5810 207444 163754 184959 20818 22485 15132 2883 12249 7785 174 6701 20644 17186 2384 161868 27849 17779 4074 13705 184959 159584 3993 14802 1084 10070 9649
is_linear=0
shrinkage=0.05


Tree=357
num_leaves=31
num_cat=0
split_feature=24 0 21 22 19 26 31 21 25 18 43 15 42 30 26 21 26 0 23 17 22 42 8 20 24 39 20 45 16 40
split_gain=12.7664 31.5452 82.8747 44.4751 39.1157 36.8725 35.7214 35.4278 34.2793 34.3168 32.6475 38.2183 32.3831 30.321 29.5519 49.9231 52.4585 48.1994 45.3026 43.6228 43.3696 38.1788 40.1944 36.8306 35.4798 34.9307 35.7305 35.3491 34.2007 33.4323
threshold=13.594361353989161 7.1500000000000012 6.4600645097809464 24.351314394363712 28.817366869438082 15.093316252552965 1.1428633475832755 2.8178551674047108 11.140190308839429 188.46362360879587 6.7382724326740435 6.9014041134090487 11.024230125091945 0.52779002617694359 4.4042354359950302 6.4013846524589768 24.724076470261334 3.7500000000000004 38.379705177318776 152.59108780082087 280.12318392248136 5.5267095293864585 1.3150000000000002 15.585959172260297 46.530757344802758 247.98094285155332 3.0845702491493232 -0.41160119950915702 20.594831716456124 0.11563383388417192
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 12 14 -8 9 -3 -2 -12 -6 -13 -5 17 20 25 19 -19 -17 -20 -23 -21 -22 26 -16 -27 -18 -24
right_child=1 2 4 6 5 -7 7 -9 -10 -11 11 13 -14 -15 15 16 28 18 21 23 24 22 29 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00057912324983039711 0.01728308805226076 -0.015360697861369316 -0.0084010851767510296 -0.0059980662854963833 -0.0054934412801749093 -0.006648757479661864 0.086296208609885613 -0.0053609400028353203 -0.047348975468797544 0.12746022423158193 0.0083105234896873222 -0.074421294855035833 0.011600319713437312 -0.010795560272100123 0.031711338074529347 0.00084938436225994644 0.023256459395930792 -0.001165132242935402 0.038065513642422319 0.017774157148663729 -0.019384131072841239 -0.042396389632057066 -0.037173326709947489 0.069450263886437338 0.0088044597298122546 0.0076412511640672658 -0.016857165342643948 0.032505733381062774 0.0050292791829882472 0.0037258044688210819
leaf_weight=31700.621887356247 812.8305347643327 570.67742206703406 865.76485370483715 869.64531667377742 352.37269022862893 586.64799693948589 10.602241909306029 1877.0774943443248 90.913223260606173 4.2371713203610843 334.9677704484202 25.240338254254311 1296.4299171371385 72.537636136636138 56.932569572003558 3880.8926766791265 368.48349126055837 367.28745101523236 39.450408614706248 366.81749162514461 503.47431358281756 92.382033174129901 63.011814620927908 38.057472835702356 143.42891425779089 207.23964166402584 113.08342222918873 460.71948062774027 853.3695674110204 241.34577236406039
leaf_count=400114 3784 8755 5656 38739 2293 3613 52 10442 2225 64 1507 182 6820 353 578 32022 1306 5653 364 3932 7499 3681 979 586 1645 2683 1981 5694 5434 3331
internal_value=-3.3116e-06 0.00116935 -0.00281419 0.00244118 0.000622149 0.00411675 0.00138655 -0.00484614 -0.0188196 -0.0143081 0.0113766 0.000282509 0.00794714 -0.0272199 0.00274426 0.00371947 0.00133247 0.0104263 0.00403601 0.0113124 -0.00114851 -0.00884504 -0.0135097 0.0226316 -0.0131343 0.0196411 -0.000593226 0.0247913 0.0105262 -0.00474163
internal_weight=47266.5 15565.9 3767.04 11798.9 3101.22 2235.45 10553.3 1887.68 665.828 574.915 1245.58 432.746 1648.8 97.778 8665.62 7795.98 5749.65 2046.33 1208.35 772.162 4527.8 436.19 396.74 404.875 646.903 837.975 170.016 667.959 1221.85 304.358
internal_count=561967 161853 29426 132427 18382 12726 126601 10494 11044 8819 5826 2042 9113 535 116107 77368 47906 29462 18526 10171 41166 8355 7991 4518 9144 10936 2559 8377 6740 4310
is_linear=0
shrinkage=0.05


Tree=358
num_leaves=31
num_cat=0
split_feature=34 46 38 35 32 38 28 8 46 30 43 16 49 19 0 12 34 24 46 29 14 33 26 21 42 9 47 39 41 23
split_gain=13.0313 29.315 36.7867 29.4746 37.5486 37.3737 37.7847 37.2923 49.7151 36.7236 35.5036 42.5543 39.8741 34.5915 34.0662 33.5605 32.2858 30.3907 30.062 29.7863 28.2854 31.0407 56.0974 43.6587 27.613 29.4639 35.0247 32.8185 34.0795 44.1529
threshold=0.21309250269354713 0.045742503926921377 3.8540723378811532 6.1240966376815793 0.12721334498529294 5.9393548148688664 0.16618706563752858 1.9850000000000001 0.094547208700609578 1.5935178676674666 6.4663492458839658 4.1618079763059566 0.73515829426619284 35.875293403406133 14.350000000000003 482.12856950090935 0.12436120084389471 24.709843506457783 0.046514031857147677 17.360204128959399 2.4771500411978349 148.98159620601052 1.5949831585400909 1.3316041132614329 12.947229071198619 1.3750000000000002 0.8656801672807698 819.91540635320928 7.0179688383722372 30.313933184502048
decision_type=2 2 2 2 2 2 2 2 2 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 15 7 9 8 10 -7 12 -12 -4 -13 -9 16 19 -18 -15 -5 -1 22 -22 -24 25 -6 27 28 -27 -30
right_child=-2 2 3 4 24 6 -8 14 -10 -11 11 13 -14 18 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0070998387484246042 -0.00091619747547853686 -0.0036548513653780652 -0.0064060744487566051 0.026050552457953798 -0.013765483817985646 0.014154603764035642 0.01851082531669743 0.012124320145624869 0.087586685777502296 0.31333810568809195 -0.040830816678639109 0.078258929248537057 -0.046081696263319732 0.13412668686838353 -0.028653400470990978 -0.045490719776080941 -0.022180869114864214 0.026636200909981728 -0.030431302515721764 -0.050526256071215185 -0.035285819829449165 -0.0005049004629722176 0.087831931894670257 0.0069700625422385353 0.0087054284989527136 0.01249922662753581 -0.0040436444132655475 -0.025340194233914416 0.021305024821922175 0.10110708580700914
leaf_weight=1406.5016935508756 21390.604159363225 1432.5665474839334 372.55222453064926 100.22076874499908 343.80561460717581 1.9620599365443911 672.29361914526089 1192.3702385483775 13.997245999285949 2.1491532283835113 18.553785944299307 33.519263387832325 76.294727879809216 3.3052733307704356 53.516184308566153 61.98614024661947 228.9271550187259 37.039679460809566 17.311219599563628 14.54128233459778 79.082379399391357 15325.989133816503 16.834716838144232 1976.7681755168014 1551.8602950317436 187.43455123133026 533.67615245003253 39.161762152856681 43.8212146704318 28.674805583548732
leaf_count=21788 184204 14440 13646 1185 6053 72 6383 7018 60 27 601 269 3236 20 362 972 4128 323 299 512 3971 237956 458 27575 13032 2770 8003 750 1282 572
internal_value=-3.16036e-06 0.00075188 0.00349872 0.0053193 0.00213402 0.00942902 0.0194349 0.00562977 -0.00540447 0.170554 -0.00790021 0.0245171 -0.0131501 0.0469136 0.0103727 -0.0113728 -0.0058181 -0.0153824 -0.00404907 0.0163476 -0.000279588 0.000271759 0.00601458 0.00765289 0.00432564 -0.00145115 0.00363278 0.01733 0.0237587 0.0528696
internal_weight=47257.3 25866.7 7061.54 5628.97 3171.15 2457.82 676.405 1781.42 535.534 4.11121 521.536 72.6895 448.847 54.1358 1245.89 442.715 380.729 265.967 20.6165 114.762 18805.2 17398.7 2072.69 1993.6 2728.43 1176.57 832.768 299.092 259.931 72.496
internal_count=561967 377763 86015 71575 39582 31993 6482 25511 18131 99 18071 1189 16882 588 7380 7120 6148 4451 319 1697 291748 269960 32004 28033 32462 19430 13377 5374 4624 1854
is_linear=0
shrinkage=0.05


Tree=359
num_leaves=31
num_cat=0
split_feature=36 12 0 0 15 35 22 7 21 22 30 16 43 8 23 42 38 8 23 30 17 21 14 12 14 33 36 37 34 38
split_gain=12.814 26.7814 36.704 31.9005 31.0973 30.8298 25.1965 23.4735 30.5092 34.0549 31.9522 23.5139 20.6368 30.365 37.8431 25.46 28.763 25.3541 26.7234 25.1191 24.7695 28.6715 30.44 26.6693 51.439 31.342 36.1458 43.8352 57.5112 42.9862
threshold=29037.668633218917 4845.5242645891421 8.5500000000000025 3.3500000000000001 24.713138039297291 1.9420470276724182 2907.497037675224 23.655000000000005 7.8608245142103659 915.22163617819467 7.5475135590041189 7.614146801628757 0.58970741901776391 2.5750000000000006 12.688800532540485 2.1609075626509919 17.001304947901001 2.8850000000000002 13.85928620430424 0.704295471658131 922.16234993114404 3.0978931044164839 54.898415462459035 564.16975021451674 6.7856623048989402 1522.2961553882872 938.11775543108695 0.12452595770163861 0.11578344084465027 8.1394133381790201
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -6 -3 12 10 -10 -9 -11 13 14 -1 16 -14 18 19 -15 23 -22 -23 25 -25 26 27 -17 29 -29
right_child=1 2 -4 4 5 -7 -8 8 9 11 -12 -13 15 17 -16 20 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00049796140435050685 0.0079785664144095443 0.02801423314234119 -0.070865540868754268 -0.04203812146542573 -0.074065197462604593 0.016759894752195921 -0.060714178333741368 -0.046210238027620039 0.0019232338311874894 -0.23522342910559058 0.045635460982434144 -0.040290004704374521 -0.013067432960159782 -0.10284360187483239 -0.025950713640366274 -0.0054178786182035718 0.036409635380594288 -0.0033492951457543153 0.049628234755704048 0.015435958338273374 0.025143480978767424 -0.0088625974508788046 0.02092057713409648 0.029369318543105573 0.0021959386425281641 -0.0059278564275982099 0.0041244598189628659 0.0067032071593282772 -9.4822448378648847e-05 0.032092649790072307
leaf_weight=235.01415213022847 1167.2964279529406 10.239460695534943 22.183021836914122 31.164939025067724 9.8674638662487251 175.88339114747941 36.603176124859601 87.976374013815075 268.79854619735852 1.6153286476619531 10.611612654291092 36.574573292862624 42.103395833051763 5.9760355614125755 318.57539871073095 3619.428245865216 97.158891740604304 236.28709736722521 52.754741152748466 18.035906292498112 71.452660203678533 1548.2806630570558 90.823706747498363 225.53237312508281 764.5604997377668 2061.5943157698493 5582.8966486980789 1323.6776205508504 28906.183876414623 190.73195320641389
leaf_count=2684 8994 56 177 300 115 915 421 1751 1612 27 64 393 480 50 7121 85078 935 1191 179 62 4067 15405 738 3628 11209 23139 51272 20053 317728 2123
internal_value=-3.19314e-06 0.00461913 -0.00909507 -0.00389995 0.00418059 0.0119351 -0.0413188 -0.000149871 -0.0121253 -0.00435388 -0.0363243 -0.0485352 -4.28683e-05 -0.00768447 -0.0147225 0.000105871 0.0214512 0.00476127 0.0297255 -0.0140012 3.88987e-05 -0.00586074 -0.00721229 0.000275378 0.00838574 8.27405e-05 0.000395474 -0.000216116 0.000402787 0.00990087
internal_weight=47249.9 1453.24 285.941 263.758 216.916 185.751 46.8426 45796.6 405.576 306.988 98.588 38.1899 45391.1 866.643 553.59 44524.4 139.262 313.054 76.7667 24.0119 44385.2 1710.56 1639.1 42674.6 990.093 41684.5 39622.9 34040 30420.6 1514.41
internal_count=561967 10978 1984 1807 1330 1030 477 550989 3847 2032 1815 420 547142 11287 9805 535855 1415 1482 291 112 534440 20210 16143 514230 14837 499393 476254 424982 339904 22176
is_linear=0
shrinkage=0.05


Tree=360
num_leaves=31
num_cat=0
split_feature=18 12 16 37 41 35 37 39 31 22 0 8 26 36 40 43 23 28 25 39 33 31 20 0 26 16 19 21 26 22
split_gain=12.5489 24.3301 27.0381 27.007 28.3553 38.7759 28.6718 27.5724 28.0878 26.5051 41.1282 26.4648 25.3599 25.0613 23.4446 22.7408 33.4557 22.6951 22.169 23.2739 21.6172 21.4524 20.7833 37.7324 40.4167 59.8895 57.37 45.8827 58.5035 52.9143
threshold=6.7406830484207756 10.252702202953614 14.283821939572933 0.1943000674789406 8.351511712961992 5.8526069445493976 0.19532420727647051 400.38054169295992 0.27651495537434284 7.3163198070008049 9.9500000000000011 1.5050000000000001 28.28177536953044 44.94612026153299 0.12659914275750145 6.8110712801330022 5.0152040811164111 1.427723822051927 10.141935802790565 24499.744433713717 84.664290245821888 0.46682326109687272 7.2492487270042778 4.4500000000000011 15.093316252552965 14.283821939572933 35.32279545863171 7.6990786498048163 8.9462709441866544 111.71126968069795
decision_type=2 2 2 2 2 2 2 2 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 7 5 6 -5 8 -2 10 -3 -9 20 -11 -6 -8 21 -12 -1 -20 -4 -17 -15 24 26 -26 27 28 29 -24
right_child=1 9 12 4 14 -7 15 11 -10 13 17 -13 -14 22 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0046644636018073624 -0.060248210804616842 0.019001846908453822 0.031496686273688505 0.12134104529552257 -0.0047674307233231362 -0.062477586700795888 0.0087794183230550295 0.067888888048819027 -0.017359173586014336 -0.07987313750512344 -0.064657896501145506 -0.010794894183904891 0.032125396858848042 -0.0011729215944248847 0.09761128543486515 -0.10912960797314164 -0.005467406996600508 0.0024388603339274809 -0.029372523012706483 -0.20621183569154017 -0.10974377730005438 -0.023651541048706599 0.0066806344131633555 0.0024793907076247016 0.015221470818154849 -0.0028015963808623425 -0.012884230141036124 -0.0054794910139628209 0.02806448394325204 -0.01757901081703243
leaf_weight=1806.3299104823964 56.826648252084851 346.27543514408171 3.2414270676672521 4.8077952996827653 9.8112346377456578 26.328451862675138 253.9031849198509 14.139990120427681 116.29782774875639 9.8502448915969563 23.897390518337488 43.755923768738285 5.8319839537143698 22564.753716939536 13.003103209193794 13.505973103456201 187.75078700773884 26.665520162321627 19.830178945849187 2.0532373669557265 16.495483079925179 16.078462467994541 1032.363872027403 14382.944531512068 757.0673697325401 1178.3425929364748 1398.7363736905099 2370.728521768644 243.66797976591624 287.33305937118712
leaf_count=10812 1073 1488 13 20 98 266 1929 66 875 187 187 301 18 343455 39 123 1017 197 197 26 141 96 22129 114042 3358 7732 16291 18262 1516 16013
internal_value=-3.06644e-06 -0.000166603 -0.00891098 -0.00720115 -0.000934234 -0.00341005 -0.000143236 -0.021448 -0.0314371 -1.34041e-05 0.012851 0.00842214 -0.0594796 -0.000128836 0.0535836 -0.00138268 -0.0132546 -0.0292729 0.00405844 -0.0459647 -0.0865476 -0.0626742 -0.000111071 0.000995584 -0.00194068 0.00424842 -0.00418686 -0.00109457 0.00555483 0.00139867
internal_weight=47232.6 45404.4 781.778 756.209 525.189 502.375 476.046 231.02 173.124 44622.6 396.838 57.8959 25.5689 44225.8 22.8143 471.238 217.335 50.5629 1828.21 21.8834 19.7369 29.5844 44215.9 21651.2 7268.24 1935.41 5332.83 3934.09 1563.36 1319.7
internal_count=561967 550932 6075 5903 3588 3451 3185 2315 1948 544857 1872 367 172 542985 137 3165 1236 384 11035 223 154 219 542798 199343 85301 11090 74211 57920 39658 38142
is_linear=0
shrinkage=0.05


Tree=361
num_leaves=31
num_cat=0
split_feature=38 37 45 37 45 26 41 17 34 33 26 36 17 45 31 22 12 8 14 38 14 23 8 31 40 7 47 9 49 49
split_gain=12.2296 53.6353 36.8641 34.183 33.8312 36.6075 34.051 42.7722 32.8054 66.9989 49.5914 46.1224 49.8367 40.428 37.8964 36.7577 47.9446 40.8212 44.2077 36.3461 37.151 35.781 35.7517 59.8399 36.8306 34.3603 34.3024 33.507 33.2971 32.258
threshold=10.227700571053999 0.125241988368854 -0.71307662686452933 0.091239563458610909 0.50214157824078065 1.6565953937292668 4.1820270447634362 812.25097041609513 0.11280676028359342 700.37008602714138 44.645222937331518 666.41012615290822 384.70234038866636 -0.68867477911585662 0.37064128978349803 88.202598789557769 60.442419661198194 2.2950000000000004 10.607951058843373 5.5899277374404317 29.784524702542541 45.19967366149379 2.7150000000000003 0.032672751476075429 0.47881074632139869 1.5750000000000004 0.063524042851444085 1.8750000000000002 0.39822935002765342 0.26773500808286749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -4 -6 -8 19 11 -11 15 22 -14 -12 21 -17 18 -18 -3 26 -10 23 29 -25 -19 -21 -20 -23 -13
right_child=3 8 4 -5 6 -7 7 -9 9 10 14 12 13 -15 -16 16 17 25 27 20 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.017467543136695126 -0.00026191886075232264 -0.0016846376633703666 -0.034852411079565673 0.007365549264507578 0.0037622422569085915 0.00079291240595596643 -0.0091661268048645675 -0.033881668702455264 0.00010988720673000834 -0.012994020218754222 0.017288745516981566 0.024679143886000909 0.026874987789995877 -0.0026554361875737852 -0.011824931650681336 0.001099120172581405 -0.025861634537058101 -0.05813022103628477 -0.0017454309646528421 -0.028196114861222317 -0.032622579764619047 0.020849444832623208 0.0048914931332803236 0.019253919461425496 0.056371785212557805 -0.00081760908033133507 0.014282878229143698 -0.032825157779620903 0.0017512968836686368 -0.021957203334256336
leaf_weight=548.40185793320416 5220.3785925145494 903.92678013665136 74.092999512795359 2044.0332056155312 386.30903921765275 2585.1928598155209 1084.8032713076973 208.73146931547672 20945.499165581452 1592.8504940681742 277.671779634431 51.3877498091897 123.59902786579914 1860.5742588480352 187.08457585098222 1998.8168390683859 572.86679390069912 26.840481735300273 538.29217953981424 49.337261092849076 46.743773235357367 407.44380473566707 1548.9535885297228 786.7345956992358 73.03604183846619 1018.7563700149767 1293.3196728416951 103.37415617145598 518.86017385858577 133.164135304105
leaf_count=10037 73498 10954 6744 21113 2245 51985 18783 3220 197098 14822 1742 694 797 13648 1206 34960 26094 473 18569 642 582 2970 9258 4684 276 8096 15844 3899 5139 1895
internal_value=-2.82965e-06 -0.000346004 -0.00525295 0.00188427 -0.0037092 -0.000200237 -0.00926409 -0.0131544 0.000338064 -6.65716e-05 -0.0088011 0.000518686 0.00514849 -0.000815914 0.00556923 -0.000292339 -0.00454205 -0.00953099 -0.0157658 0.00611928 0.0111964 0.000535178 0.009712 0.0168618 0.022407 -0.00228882 0.0127219 -0.00675246 0.0101518 -0.0089715
internal_weight=47211.1 39946.7 4887.53 7264.41 4339.13 2659.29 1679.84 1293.53 35059.1 32765.8 2057.61 30708.2 4577.45 1984.17 464.756 26130.7 4258.95 2260.13 1214.53 2293.33 1389.4 21871.8 2593.28 1044.32 859.771 1045.6 1342.66 641.666 926.304 184.552
internal_count=561967 467356 93014 94611 82977 58729 24248 22003 374342 346320 17770 328550 31252 14445 2948 297298 92091 57131 48562 28022 17068 205207 16807 7549 4960 8569 16486 22468 8109 2589
is_linear=0
shrinkage=0.05


Tree=362
num_leaves=31
num_cat=0
split_feature=34 37 25 8 49 13 36 25 35 22 36 49 13 42 21 35 25 17 43 25 24 47 38 18 21 22 45 46 22 24
split_gain=12.5383 29.0525 42.6253 38.5365 38.1498 32.6907 43.5708 30.7867 30.61 27.5495 27.1262 30.7747 37.1633 27.2147 40.4129 33.0789 32.4349 40.6373 36.2457 31.7995 36.0195 28.6482 28.0657 27.7244 27.0993 26.4202 26.3052 27.7723 26.0132 30.537
threshold=0.22320960302880888 0.21332903102822101 1.1036167985778491 1.5350000000000004 0.1820358513592388 28.738593193323535 253.75227858927053 10.330192168061224 4.9232394864940154 25.600259360315889 388.59014951399456 0.77998469883651556 5.4772774142162044 13.272959776796096 5.0698350011747122 2.6895873260259133 1.8554388255950258 144.07056569927661 1.7550711292522347 3.6107186527821358 2.8440808929381647 3.2694008487789117 7.1210221988811586 152.76615708409949 11.86192808141285 188.08044154359729 1.2876109304982128 0.082137878223890362 27.672549986282558 6.9847933820239785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 7 9 -4 -7 11 -6 -13 14 16 -15 17 -12 21 20 -16 23 -19 -18 -22 -26 -11 -28 29 -20
right_child=1 5 4 -5 10 6 -8 -9 -10 26 13 12 -14 15 19 -17 18 22 28 -21 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00068139029648568792 0.037288177759000445 0.0015965618900369459 -0.011272595145355497 0.0024505200143113432 -0.011377639545270863 -0.0080039456895318797 -0.0023414605839977617 0.010061846103040749 -0.04060130761026956 -0.050824672719140908 0.030546061240995383 -0.045290247268882346 0.0095211572885834164 -0.037163503744518857 0.014760164544346735 0.0061286453567690061 0.028982246759773702 0.034759920834667071 -0.071974955860870937 -0.0030771088358039116 -0.027734698434042793 -0.0040829380267042347 -0.060420097621109017 0.22275769553180882 -0.0092039486995133448 0.064079963867349501 -0.072186253231952241 0.062746215262256572 -0.035221160076444692 0.059172935181588282
leaf_weight=27680.677552072797 111.5032835152233 10518.954453186248 462.28430729592219 275.5439651790075 1542.4589326516434 84.646064295433462 1932.7636430194834 56.867927024752134 110.16549846355338 136.26354454958346 26.959874509950168 33.996253486257046 342.33482222235762 45.644661640631966 78.935638263355941 1324.2779796380782 244.53640019672457 9.3185241471510363 5.8659409517422345 1415.7735366777051 404.33781989768613 79.445488212513737 45.868300350965001 1.8599228158127505 111.05295848287642 13.830360355786977 5.8651902063284096 10.901333737187086 53.911275020276662 18.24099151766859
leaf_count=397817 1505 80073 4575 1868 22101 482 16492 611 1472 2161 245 416 3853 328 415 7574 3178 108 76 9462 3235 525 898 21 685 64 98 67 1478 84
internal_value=-2.78087e-06 -0.000973757 -0.00362392 0.0124868 -0.00460266 0.000431377 -0.00507147 -0.0229854 -0.0169168 -0.0308925 -0.00338699 -0.0082499 0.00456971 -0.000982037 -0.00407575 0.00468619 0.00887142 -0.0197688 0.0146969 -0.00718476 -0.0167473 0.0220265 -0.0443486 0.030445 -0.0214467 -0.00108803 -0.043553 0.0155447 -0.0159148 0.0272607
internal_weight=47185.1 19504.4 6758.15 387.047 6371.1 12746.3 2227.31 294.544 572.45 237.676 5798.65 1918.79 376.331 3879.86 2509.94 1369.92 486.007 82.1467 403.86 2023.93 608.157 325.842 55.1868 246.396 529.221 124.883 153.03 16.7665 78.0182 24.1069
internal_count=561967 164150 64166 3373 60793 99984 19911 3419 6047 2808 54746 26370 4269 28376 20474 7902 6613 1251 5362 13861 4399 3724 1006 3199 3984 749 2326 165 1638 160
is_linear=0
shrinkage=0.05


Tree=363
num_leaves=31
num_cat=0
split_feature=43 45 0 30 8 49 8 37 28 37 21 26 31 40 8 25 14 21 26 18 14 42 26 21 9 25 12 14 32 7
split_gain=12.3232 36.3358 34.8605 32.4175 35.0982 43.3967 44.4525 59.4233 30.821 28.577 27.6194 61.6325 38.0536 35.4005 33.9206 35.9323 32.6133 30.961 37.3844 28.9298 39.871 39.158 55.867 46.6622 28.8351 33.4642 36.3566 44.8931 32.5779 27.3598
threshold=1.2774641956049673 1.8371777459859631 4.0500000000000007 0.19780012736396876 2.2950000000000004 0.67828245389277819 1.1450000000000002 0.15441711828239588 6.3674858893649491 0.046521674644745027 7.5475252972494848 5.5875912002043053 1.0796486137716805 0.21424469303415264 2.0650000000000004 10.922625411166822 6.7856623048989402 4.3381621921485953 8.6914944005152446 18.165734583885577 14.394630149899058 6.8147469714639284 2.8059466128811033 2.4323827075057305 1.1850000000000003 4.174195191514344 142.86913567993949 20.426166621051795 0.25467046205302352 2.4850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 -1 11 12 19 16 15 -12 -14 -13 -19 20 -11 22 -21 -24 25 -23 27 -27 -29 -22
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 10 14 17 13 -15 -16 -17 -18 18 -20 21 29 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.014567629624636284 -0.0005011248620459466 -0.0064791030172515959 -0.0018080854199009897 -0.035586773311058709 0.0020838529577692278 0.021006933938210556 0.0083072843981653183 0.041514338466248767 -0.061076802309451221 0.00020584519671286948 -0.028237762493604497 0.030730773728078767 -0.017115835020324908 0.046125708560442541 -0.0010693745464792482 0.0046512193932289423 0.035876826450882693 -0.0010404934103062688 0.026169884089758618 -0.034924254787353608 0.16841301214388596 -0.021283830708392938 0.076107463013207199 0.0069378164649792741 -0.027207003153700001 0.041997929763960329 -0.038358678899706219 0.063867908602760343 0.32180514018295814 0.03580050199686019
leaf_weight=375.66983237408567 34179.889058874862 1343.3794303883333 1302.9776041143341 120.78703478438547 3084.6462707095779 659.7412775264529 2176.6453485108796 31.509823973989114 22.310473978053778 525.86684779910138 265.68057628243696 221.23867146088742 80.736331437248737 70.783424850786105 1289.0378733079415 120.81012442416977 45.337822475703433 356.5519205526216 195.41089257644489 67.733249327517115 5.462806606548841 46.287838043703232 29.328159295546357 144.58127340022475 370.48499944325886 18.322426472790543 9.3757633079658245 2.1449489308288312 2.8516014532651752 13.504010457661932
leaf_count=6027 410551 10721 20045 11488 17128 5759 21004 677 213 8363 3407 1255 738 277 6822 1034 401 4109 955 7245 66 1983 667 4495 15335 365 574 52 26 185
internal_value=-2.78043e-06 0.00130756 0.002205 0.00427921 0.00582527 0.00968682 0.00648007 -0.0196348 -0.00280584 -0.00139978 -0.000125342 0.00355043 -0.00258896 0.0178283 -0.00496487 -0.0179573 0.00194098 0.0149272 0.00859277 -0.00584097 0.00277462 -0.012633 0.00359885 0.0186026 -0.0213596 0.00606884 0.0447936 0.0782263 0.211076 0.0739954
internal_weight=47179.1 12999.2 11655.8 7398.62 6073.33 2988.68 2328.94 152.297 1325.29 4257.2 3881.53 2206 1432.8 196.858 1675.53 386.491 126.074 773.201 551.963 1235.94 544.834 691.11 241.643 173.909 449.468 78.9826 32.6947 23.319 4.99655 18.9668
internal_count=561967 151416 140695 76314 56056 38928 33169 12165 20258 64381 58354 47091 40772 1416 11263 4441 1139 6319 5064 39356 8614 30742 12407 5162 18335 3000 1017 443 78 251
is_linear=0
shrinkage=0.05


Tree=364
num_leaves=31
num_cat=0
split_feature=47 8 37 3 47 43 17 13 30 22 21 14 9 35 20 0 20 25 33 30 40 23 1 0 25 29 17 20 33 15
split_gain=12.3516 55.3097 45.1901 41.7844 31.3181 31.9439 43.8949 41.3893 31.3044 29.8828 32.1961 44.3181 36.4905 34.8444 32.9578 41.7798 29.7883 45.3488 46.5417 75.9727 33.7914 36.5405 35.2346 29.0212 33.559 29.0729 28.9284 35.5937 47.1481 77.3149
threshold=3.2694008487789117 1.5550000000000004 0.09987786045955889 1.0000000180025095e-35 1.1826901976882485 1.2503746500194104 384.70234038866636 7.1239715386845051 0.21712485397973508 12.844864147976683 1.6153287143890969 4.8114497810449697 1.135 16.775448821942835 5.1796476052466049 4.0500000000000007 2.6037894911179578 3.8612077867920269 80.088067669287838 0.065111799484147567 0.03939248021583678 8.7318170248458831 1.5000000000000002 3.6500000000000008 2.2450255051383023 2.6847799846380291 35.618638177566602 1.6386522942881794 151.77788167665514 3.1274674726545491
decision_type=2 2 2 2 2 2 2 2 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 8 -3 -1 -6 7 -7 -2 -9 11 -11 13 -13 15 16 17 20 19 -19 -12 -22 -23 24 -5 -26 -17 28 29 -28
right_child=1 3 -4 23 5 6 -8 9 -10 10 14 12 -14 -15 -16 26 -18 18 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0007378521030061701 -0.031215793633476471 0.002012808281671817 0.012844282258600202 -0.039304270560328869 0.0061123294039261691 -0.006878242968175712 -0.010078830892459346 0.015039777993821205 0.0010762849850716545 -0.0052959849970382446 0.15068298325222845 0.11023916724409939 0.042141316853979545 0.34089462560714567 0.0042172103382323118 0.0037708681766162998 -0.00090114465797212708 0.31659361208234582 0.03050459138504516 0.053024808208159829 0.033675085569770689 0.0096318702476420742 -0.044066868562927193 -0.0040373339130846762 -0.075457612550406741 -0.0080819020843140455 0.039052351782419947 -0.013952146449720005 -0.0083114536587331461 0.27631788715370326
leaf_weight=22271.270630729574 98.408612607163377 2892.0258848574013 1074.5162008922925 116.56553302751854 3911.5475652851164 1204.6203003497503 849.80411743905279 488.27725864876993 316.18885874026455 31.11900010946556 3.7312700471375129 8.4262872299877909 22.64884346886538 2.0322711355984202 5291.1252029722964 408.43821639381349 566.37852414441295 3.8402012410806483 120.84674561797874 9.4919890881574229 52.112532156170346 63.203097064979374 59.1243768830318 5546.5916070502135 16.468968456378207 575.89964808500372 22.41560537181795 1090.9708726121462 46.154015807260294 4.0545216078171498
leaf_count=325918 2817 17122 12443 890 43789 10879 10661 2249 4967 2479 34 293 1632 12 50010 3269 9593 28 1965 90 625 572 3814 31270 172 3092 524 19197 1459 102
internal_value=-2.98775e-06 -0.00150246 0.00743382 -0.00295718 0.000433603 0.00226314 0.000808253 0.00178224 -0.00658854 0.00304003 0.00228943 0.0375444 0.0778119 0.155059 0.00199696 -0.0027965 0.00593534 0.0183318 0.0402856 0.128943 0.00179867 -0.00138597 -0.0163223 -0.00525488 -0.0147808 -0.00995507 -0.00767739 -0.0116959 0.022198 0.0753951
internal_weight=47168.3 10636.7 1489.11 9147.55 36531.6 14260.4 10348.8 9499.01 414.597 8294.39 7806.11 64.2264 33.1074 10.4586 7741.89 2450.76 878.729 312.35 134.179 13.3322 178.171 174.44 122.327 6255.53 708.934 592.369 1572.03 1163.6 72.6241 26.4701
internal_count=561967 72773 20227 52546 489194 163276 119487 108826 7784 97947 95698 4416 1937 305 91282 41272 16721 7128 2083 118 5045 5011 4386 35424 4154 3264 24551 21282 2085 626
is_linear=0
shrinkage=0.05


Tree=365
num_leaves=31
num_cat=0
split_feature=36 8 31 22 41 37 12 23 15 33 49 36 37 38 47 38 37 47 13 20 36 25 38 4 21 42 43 0 31 35
split_gain=12.2119 21.1198 21.2839 18.4556 32.2611 42.8771 28.4384 35.6187 44.7071 30.8734 37.8084 31.15 31.8114 39.724 37.9812 31.2817 35.1859 46.8057 48.2775 40.0218 82.4186 35.5643 33.95 33.3561 30.4739 30.1963 29.0482 28.6299 34.4711 29.4732
threshold=249337.88622641834 1.8450000000000004 0.051429904834569017 915.22163617819467 43.366306421553936 0.0403638480594831 748.19238021164904 89.206325321978753 3.7101119835567 4995.0427430512873 0.73919883243646722 6961.7042804454886 0.06474372698664578 17.001304947901001 2.0374328891426696 14.588952517287753 0.09987786045955889 1.9415681514616345 10.815458118379343 8.6308263915939616 523.50376954207218 4.4013205305801542 10.333552253568131 1.0000000180025095e-35 4.1542448965380894 6.0607449180521318 0.90891415691353272 5.1500000000000012 -0.61522904207182127 6.6993478756740688
decision_type=2 2 2 2 2 2 2 2 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 9 8 -8 11 -11 12 13 14 -1 16 17 18 19 21 26 25 23 -18 -10 -14 -21 28 -25 -29
right_child=1 -3 -4 4 -6 -7 7 -9 24 10 -12 -13 15 -15 -16 -17 22 -19 -20 20 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.010230915454928255 -0.069965380922064488 0.004441406649400583 0.051500615631502038 -0.052829841952412943 0.012263748980660696 -0.0077489546353610092 0.023277063367072807 0.035758556162217348 -0.054668871058836201 -0.0057914671773357726 -0.039642736869188573 0.0080562737979126414 -0.00097335817286126622 -0.0012904351279579803 -0.043834978985919405 0.01170205966876532 0.00026985313124146888 -0.013804248419767138 0.0031486870585884321 0.35517640453005667 -0.00083891077646143042 0.0027434993777225398 0.0091768531317556468 0.09450989320244621 -0.00060749360894177208 -0.050604869771884581 0.11558275604485735 -0.017963559132804934 -0.022453095651599374 0.011790082111441114
leaf_weight=240.98815711587667 3.9657989764818913 564.34688592818566 39.803851466160268 56.401515574834775 186.12588897871319 813.56792619879707 226.82821939932182 110.75693551142467 27.780042098660488 841.59458995814202 91.448700981563888 1191.4304220366757 39.372354815888684 625.51591773726977 129.14932456117822 570.12872876611073 36387.728116634491 1054.9364630627679 1508.1076613387268 1.9579425837146107 63.515474810730666 68.767056032898836 1050.1257625978906 6.4116945019923142 422.75694792717695 138.27856682159472 3.5747442849678919 140.41452504653716 359.66319489959278 204.37613274954492
leaf_count=7054 100 4121 144 853 1567 10858 3687 881 1967 8947 949 8636 1056 9976 2238 5998 393412 12101 39480 11 641 928 10116 55 3878 3488 47 3511 21013 4254
internal_value=-3.2393e-06 0.0070364 0.0404951 -9.51801e-05 -0.0066295 -0.0106716 5.64686e-05 0.00947173 0.00517353 -0.00010947 -0.00910927 8.23147e-05 -0.000140736 -0.00897298 -0.0219561 7.06677e-05 -9.09662e-05 -0.00542154 -0.000572152 -0.0183599 0.0152837 -0.0277871 0.000311252 6.02995e-05 -0.00394091 -0.0396052 0.200372 -0.0106663 -0.0204045 -0.000326961
internal_weight=47169.8 608.117 43.7697 46561.7 1056.1 869.969 45505.6 788.122 677.365 44717.5 933.043 43784.4 42593 995.653 370.137 41597.4 41027.2 2878.51 1823.57 315.466 69.0482 246.418 38148.7 37098.6 450.537 177.651 5.53269 710.866 366.075 344.791
internal_count=561967 4365 244 557602 13278 11711 544324 10413 9532 533911 9896 524015 515379 19268 9292 496111 490113 57752 45651 6171 699 5472 432361 422245 5845 4544 58 28833 21068 7765
is_linear=0
shrinkage=0.05


Tree=366
num_leaves=31
num_cat=0
split_feature=34 49 30 20 45 14 24 33 14 40 0 42 23 7 13 38 45 39 31 28 7 7 29 34 16 26 33 26 19 29
split_gain=12.2751 26.8513 33.0194 32.0022 30.7477 29.514 26.8103 32.1197 37.2953 37.593 68.7812 37.6531 41.1617 35.6458 32.9373 30.8192 34.2153 33.836 36.3531 69.1878 50.2921 40.289 29.6158 42.3578 31.028 54.7532 36.8372 35.4294 39.5116 34.0552
threshold=0.27297151265311975 0.8385255231472496 -0.48642638807207444 1.505200289612884 0.22549851443856908 54.898415462459035 3.8641165977788341 150.40114821889389 28.009538156320186 0.2938994278191544 10.15 15.27162633945612 8.3470225285285391 0.96500000000000008 46.183239225143652 3.5693404412497887 -0.27639843096536681 96.876854021454776 -0.032659446347530881 0.730099774063938 4.1850000000000014 1.3550000000000002 6.5173522560126997 0.1592923866680595 5.9699311385789313 5.5448295985085965 582.50117632791523 9.0810902916463228 109.86692354061422 17.840459899361999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 4 -4 -3 -1 8 9 13 -11 12 -12 -8 15 16 17 -15 19 20 21 -19 -9 -24 -25 -26 -27 -28 -29 -30
right_child=1 2 3 -5 -6 -7 7 22 -10 10 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=-0.0027559728806325367 -0.0020434305296886212 -0.083976716791943254 0.011412475891918893 0.0040840736293057565 0.060643539602791931 0.13478861965179931 -0.050284779418037086 0.0033699041245917648 0.036592652375837212 0.018340562406429766 -0.1425585938666156 -0.00011015280008066944 -0.031418501240191916 -0.042214135043691328 0.049601967345937428 0.0034481676720940508 -0.013945659186043636 0.57293339975353585 0.023509497110207934 0.064438931871655655 0.75763630183023745 -0.057046619070728326 0.0013537992235664233 -0.0070664308105173601 0.013207466231640902 -0.00067958001952791612 0.0041158712812241951 -0.029796092000598295 -0.025401154050327536 0.03845417298235685
leaf_weight=5402.096695126791 11445.742545656394 15.516928677330727 82.606280414038338 875.79784909059526 51.48132500553038 1.7118250518105913 32.189720010792371 5568.6458525024645 87.640531007753452 797.51297677122056 11.07703964691609 69.322509063407779 33.604259382467717 15.946538096759467 36.84225810400676 4812.0735257252236 477.70867704159173 0.4315834641456584 50.2207443419029 7.0147822090657428 0.66811405943008129 0.61605569225503132 9744.4785845330625 3518.4079770584067 606.47985613031778 2802.9679591712775 183.00302506727166 339.78424278856255 39.296038521453738 44.553389410953969
leaf_count=79275 88660 206 530 5923 214 9 815 64392 730 3805 104 545 204 155 407 66431 4988 1 380 56 7 46 159722 49929 5987 23490 1655 2826 274 201
internal_value=-3.26592e-06 -0.00134847 0.00639583 0.00756677 0.0303142 -0.0622405 0.00048051 0.00107762 0.00419856 0.00375113 0.0131476 -0.0231796 -0.0589715 0.00217485 0.00248748 0.00216391 -0.00901931 0.0224016 0.0398804 0.134051 0.418657 0.202479 0.000198908 -0.000823037 -0.00363837 -0.000635122 -0.00309736 -0.0142687 -0.0222106 0.00852837
internal_weight=47155.4 12472.9 1027.11 1009.89 134.088 17.2288 34682.6 29280.5 6432.87 6345.23 911.517 114.004 44.6813 5433.71 5401.52 5364.68 552.606 74.8978 58.9513 8.73054 1.71575 1.04764 22847.6 17279 7534.49 4016.08 3409.6 606.637 423.634 83.8494
internal_count=561967 95542 6882 6667 744 215 466425 387150 78674 77944 4658 853 308 73286 72471 72064 5633 645 490 110 54 47 308476 244084 84362 34433 28446 4956 3301 475
is_linear=0
shrinkage=0.05


Tree=367
num_leaves=31
num_cat=0
split_feature=37 38 7 8 29 21 32 9 35 37 42 41 45 47 28 8 8 21 0 29 47 28 21 0 24 46 16 38 9 8
split_gain=12.9195 43.1517 49.7302 43.0358 36.8222 56.3098 36.7312 35.8072 35.5323 36.9909 35.103 34.6611 39.9339 71.4349 33.3599 54.6663 36.0926 51.7643 34.9101 32.6135 32.0696 31.2799 30.9199 30.7074 30.0032 36.3761 34.6153 38.9788 31.2022 29.1841
threshold=0.22772907078093435 6.0755053728515325 1.9550000000000003 1.2950000000000002 21.406715294887196 3.0978931044164839 2.6158735080272346 5.1950000000000012 4.9431408198758575 0.16044709412623789 17.835250702982396 9.7489856577162648 1.0541497394038173 0.5366599114558207 0.53279535533287714 2.0350000000000006 1.3350000000000002 11.86192808141285 3.5500000000000003 17.991478724997958 0.063524042851444085 0.50783195462212227 13.647736457012817 4.1500000000000012 17.986980312971816 0.070906265747001304 2.8000905458278962 5.6858103763336727 1.8350000000000002 3.8950000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 8 14 -2 9 -6 23 -4 -13 -14 15 18 17 -16 20 22 -5 -8 -20 -7 25 -22 27 -26 -27 -1
right_child=7 -3 3 6 5 10 21 -9 -10 -11 -12 12 13 -15 16 -17 -18 -19 19 -21 24 -23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-0.017883420040070933 0.0013563516516043803 0.00076487446561680598 -0.019977775520323447 0.14743944106530998 0.29779710288772709 0.022756916136337013 0.0075051804459808653 -0.02913491407226847 0.020010901229216917 0.083728496524242246 -0.085672789581165976 0.010331409419088512 0.42318441458364292 0.0076048963565425219 0.012272269216113345 0.0010119957554615081 0.001145628350791429 0.103436185495415 -0.033993896945580901 0.075112032101447609 -0.039206100361776783 -0.012166667163705611 0.041843332391971855 -0.041289137089524149 0.05571905896986909 -0.054129159748976322 0.0080341100853866497 0.30002202432840708 0.29934932549690163 0.011944686666556901
leaf_weight=1030.8055273521022 15602.770268179651 20508.571010769723 472.47929547358945 3.8607090262230477 2.2962976086419102 57.386440128320828 246.13467017951189 96.883016046136618 26.509849600668531 16.653492808982264 13.230077867396174 42.611107145610731 1.6931469392147835 2.656373439647723 66.662008940416854 694.50469358754344 6565.8268320324132 20.317047377582639 328.26070413652633 7.4135309257544568 42.134282682352932 1128.9005820603343 14.014250969514249 27.772867946652696 5.8750411914661509 1.0592218929668882 31.790757345268503 2.2610928763169795 1.5204852238530291 89.091350060887635
leaf_count=25936 118719 281776 32487 55 100 1671 2646 813 1596 369 204 1894 26 95 2294 5823 59070 123 13470 158 2424 7772 118 891 127 64 842 12 29 363
internal_value=-3.26131e-06 -0.000588 -0.00312329 -0.00190545 -0.0124516 0.0113623 -0.00111157 0.00116819 0.0573847 0.109669 -0.00990185 -0.0159059 0.0250624 0.169378 0.000219009 -0.00771304 0.0015695 0.0335668 -0.0215417 -0.0286415 0.00651131 -0.00864536 -0.0308888 0.00186968 8.31796e-05 -0.0280471 0.0315862 0.123613 0.154212 -0.0155105
internal_weight=47151.9 31452.3 10943.7 9679.98 1263.75 143.849 9160.54 15699.7 45.4596 18.9498 98.3894 519.44 46.9606 4.34952 7785.5 1132.69 6652.81 86.9791 438.19 349.688 88.5016 1375.04 342.275 85.1593 84.6409 44.714 39.9269 8.13613 2.57971 1119.9
internal_count=561967 442435 160659 129529 31130 4831 95027 119532 2065 469 2766 34502 2015 121 84609 23122 61487 2417 17299 13746 3553 10418 13588 2562 3498 2517 981 139 93 26299
is_linear=0
shrinkage=0.05


Tree=368
num_leaves=31
num_cat=0
split_feature=37 38 8 13 37 26 20 16 38 9 33 34 8 15 16 25 29 26 49 32 29 12 39 31 26 34 8 16 38 13
split_gain=12.0499 37.9263 43.8804 37.0239 34.8341 31.7324 43.0197 38.4978 28.5203 30.763 28.7811 41.0336 32.6713 29.0417 34.3182 39.285 30.5984 31.6898 37.6288 31.4645 30.3959 29.9338 29.7542 32.721 29.3247 29.0134 34.6363 37.8271 32.1091 31.5471
threshold=0.20148857060661227 7.3557098393416345 3.9550000000000005 137.37176036520478 0.1451334994107831 2.0738246860235825 2.7584718251678821 5.1359357036613762 4.2683749177777521 4.3050000000000006 187.91345532767113 0.17713659327984607 1.135 2.9790697956029315 3.9778160952050161 32.738098269704089 16.335103736088733 2.169158190347737 0.18516974021561181 1.7492715249607942 16.201548924843845 59.831923890038013 988.83872626905224 1.0796486137716805 5.7194075294530782 0.27058785068796648 1.5050000000000001 12.813276640997584 4.5025306984895801 37.237976266915055
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -2 12 -12 -10 16 15 -15 19 18 -18 20 -13 -21 23 -19 -16 -14 27 29 -29 -27
right_child=8 4 3 -5 -6 -7 7 -9 10 -11 11 13 25 14 24 -17 17 22 -20 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.037060635038843014 -0.00036522156476306053 8.6715151362951699e-05 0.007223394538032054 -0.06797619688557667 0.0071001065987535686 -0.0030350448614400918 -0.009706945265694043 0.065354468349822045 -0.017068869073309692 -0.023650338639561633 0.0070703291027559749 -0.014814523027601485 0.011986961762417364 -0.033670198460748445 0.013050243675320631 0.10405559950094434 0.20257019672180526 -0.05597450215342166 -9.1115198345631136e-05 -0.010880349893875796 0.11251949495383218 0.045550910082586826 0.012982865842942707 0.0041767365567787667 -0.0021474385223269163 0.014747587032215612 0.00088587942715500983 0.23372012016979182 0.047362159212194832 0.21580909413385807
leaf_weight=162.96143710162141 11435.793147720193 12189.10392779723 1248.5535939089023 16.585266852751374 2071.3324229930295 11439.51243691436 285.7716558186512 18.168137415777892 145.3283239667071 143.62567142094485 1434.579988556623 319.85322933801217 1696.3188893949264 109.33728292497108 400.01989243016578 5.4350679872441097 2.9281142607214852 118.40497131104348 10.517388904874677 43.217767467722297 4.7563846258562981 51.506153642083518 26.616245579090901 27.944708062568679 1536.9484847256681 265.45078899530927 1914.8043824839988 3.6409110482782108 6.3297325316816568 1.9653749621938903
leaf_count=10899 88145 178149 6041 133 18314 172933 11623 121 4998 1167 11753 3349 15001 2013 4257 43 16 2447 200 293 27 230 301 132 11844 4149 13287 12 30 60
internal_value=-3.78433e-06 -0.000681337 -0.0026158 0.00623757 0.00110541 -0.00355653 -0.0163333 -0.00522012 0.000939444 -0.000654039 0.00321016 0.000255713 0.00620725 -0.00342299 -0.000582922 -0.0271482 -0.0130427 -0.0298973 0.0440438 -0.00555014 -0.0129487 0.0198042 -0.0356451 -0.0444889 0.000991165 0.00707717 0.00327797 0.0197906 0.115413 0.0162253
internal_weight=47137.3 27432 13171.6 1265.14 14260.4 11906.4 466.901 303.94 19705.3 11579.4 8125.9 4092.07 4033.84 2657.49 2051.74 114.772 605.745 186.411 13.4455 419.334 324.61 94.7239 172.966 146.35 1936.97 3888.51 2192.19 277.387 9.97064 267.416
internal_count=561967 398213 201750 6174 196463 195576 22643 11744 163754 89312 74442 36905 37537 25152 18157 2056 6995 3096 216 3899 3376 523 2880 2579 16101 32539 17538 4251 42 4209
is_linear=0
shrinkage=0.05


Tree=369
num_leaves=31
num_cat=0
split_feature=24 31 15 0 16 0 26 37 34 49 9 12 35 49 12 43 20 30 25 17 27 33 35 17 32 25 39 0 31 49
split_gain=12.1525 37.3999 27.8579 26.353 22.1137 29.326 23.4859 20.8572 25.6197 20.5969 31.0878 21.837 20.5895 20.2139 29.7931 31.131 22.0537 25.3429 21.5089 20.4193 23.4797 19.8875 19.3942 20.0147 23.3709 19.2969 24.1182 22.4629 18.9312 30.7059
threshold=40.057716077274499 0.673167871849918 2.0597720110108955 3.7500000000000004 6.7697778479491229 16.550000000000004 6.4330293487106411 0.8213774847148928 0.36786659434774316 0.058976623120304973 1.3250000000000004 103.48614031714395 4.2725030346063733 0.67176097431272452 57.444943432615084 4.2511150415256855 10.489606553745558 0.43183850364380744 3.7003703408227895 118.68940020186876 15.480883423118316 309.85983990010794 4.8405781672413797 353.94133160920393 2.0323878716121664 37.672752894893577 918.29860465526406 7.8500000000000005 -0.26659266889275202 0.25398058990839428
decision_type=2 2 2 2 2 2 2 2 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 12 -3 6 -6 8 22 10 -4 -12 -2 18 19 -16 -17 -18 -11 21 -21 -15 -8 -24 -25 -1 -27 -28 29 -20
right_child=1 4 9 -5 5 -7 7 -9 -10 13 11 -13 -14 14 15 16 17 -19 28 20 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.00015034144145952488 0.085229417795760154 0.0024653087454192691 -0.056237876521164791 -0.052091173410480224 0.063163929063167243 -0.084320762338201877 -0.030633496273008754 -0.069060485463829521 0.0091723729069074274 -0.029160167147499739 0.080820972327473428 -0.0057174439201240958 -0.016951193367464357 0.026593427332762556 0.018216952185361943 0.014948998446395596 -0.004352224127427441 -0.060976519654069465 0.054634658699107996 0.044360371377609953 0.14897737884475654 -0.040943028538881376 0.015508874278169039 -0.038713225943542838 -0.0015324149411859757 -0.030815699122830005 0.015797910074298611 -0.0563124695753357 0.0032182968759174972 0.0059670649347662247
leaf_weight=43720.567507686283 7.3206825377419618 611.65411713893991 6.9150126307504243 37.550742406980135 10.906026457436381 13.407817889004944 141.50070737139322 15.010665777139364 138.4370499975048 46.879804846539628 28.773991470923647 9.7632672336185333 15.096734198101329 79.404937312123366 241.71111718460452 47.144328006543219 47.226363011053763 33.976271656050812 48.84750741062453 69.058705437579192 5.8148339777253559 12.634888901375232 68.703973923809826 70.108928613364697 106.41777232429013 113.60560249000264 69.989620353095233 12.770129511016419 1190.6097723278799 96.315300515096169
leaf_count=531603 35 3949 79 538 36 93 904 166 653 1096 83 92 186 537 1810 419 431 446 433 336 16 113 316 475 499 3039 582 132 11819 1051
internal_value=-3.78754e-06 0.0029704 0.00708913 -0.0264813 -0.00412107 -0.0112577 -0.00948009 -0.0109468 -0.00928571 0.00811359 0.0413804 0.0588968 0.0164171 0.00732591 0.0155591 0.00764936 -0.0122522 -0.0280446 0.00412844 0.0330955 0.0524851 0.0173223 -0.0158931 -0.00738773 -0.0162991 -0.000220582 -0.0158595 0.00467102 0.00529673 0.0223438
internal_weight=47118.1 3201.19 2025.04 59.9682 1176.15 564.493 551.085 540.179 525.168 1965.08 45.4523 38.5373 22.4174 1919.62 536.971 370.058 128.347 81.2026 1382.65 166.913 74.8735 92.0398 386.731 245.231 176.527 43916.9 196.365 82.7597 1335.77 145.163
internal_count=561967 26611 19520 759 7091 3142 3049 3013 2847 18761 254 175 221 18507 4108 3106 1296 877 14399 1002 352 650 2194 1290 974 535356 3753 714 13303 1484
is_linear=0
shrinkage=0.05


Tree=370
num_leaves=31
num_cat=0
split_feature=1 7 42 32 46 49 29 43 14 12 15 0 42 47 12 9 28 9 32 41 49 45 47 36 33 47 31 21 8 34
split_gain=12.0544 14.1282 13.4393 20.3605 32.7747 13.4319 13.4244 13.4105 28.7002 32.5121 24.4064 26.6937 22.2799 21.5418 19.8968 24.0415 20.9432 19.9997 32.0894 21.6336 23.6681 19.7233 19.5515 19.3841 31.1495 35.1479 33.8587 33.2339 35.1995 34.5433
threshold=3.5000000000000004 3.1650000000000005 18.334035490871955 0.38813607908109138 0.048354904442374898 0.55298937260114811 33.038702325075541 8.7883997043171806 10.248874124521512 18.544812942962256 13.563317337343594 3.8500000000000001 14.857917780619166 0.046101458892981846 11.942757432495824 1.5550000000000004 0.19134157272315427 1.3350000000000002 0.30528376840955673 1.7146134471461427 0.50794192279262296 -0.34250436899106979 2.5879539953658726 275.58615289811581 240.87184828984257 7.9236806708026855 -0.46015981211685314 2.5381684975074088 0.84500000000000008 0.043916791390538203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 -3 4 -4 -2 -5 23 14 10 11 -10 -11 -14 15 17 -16 19 -19 -9 -21 -17 -15 -1 25 26 -25 28 -26 -30
right_child=1 2 3 6 -6 -7 -8 8 9 12 -12 -13 13 22 16 21 -18 18 -20 20 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.0018705007699608334 -0.026490155409364804 0.011736035172231943 -0.12538466975162041 0.0045623616297944597 -0.0026541689363698299 0.055702090675143867 -0.082517651281693499 -0.023899641811721006 -0.098827635045768719 -0.065256780293623556 -0.15961634658198404 -0.013065704971639653 -0.083320847238787715 0.0052832137123745701 -0.06390997897544011 -0.098204848103055006 0.012646873783037083 0.063060393142094898 -0.0015301140269603673 -0.058462025149632661 0.031676613212106665 -0.018372470601684152 -0.019931196480902389 -0.031054460903987668 -0.025714505099496604 -0.0032647686128667551 0.0037401057044483565 -0.0013633581690806397 -0.015115918974270124 0.015943122879974549
leaf_weight=13179.430425602448 6.1476437328383318 294.81905464851297 8.8650042451918143 117.15155369625427 14.078320110216735 25.963465411216021 4.5996331437490872 76.125811345875263 11.500002774409948 13.16422123799566 3.9671392356976858 42.99491190246772 7.5735720498487344 516.45005132872029 9.017678202071691 8.8282102711964381 955.30858108354732 32.76033137505874 46.556625415105373 8.6573504973202926 45.858291117940098 62.582705128705129 90.32817999063991 70.383073284756392 67.960431033105124 2334.2063877867768 10575.298146011293 17712.45977573414 103.2564586266526 673.00144191630534
leaf_count=182671 34 1453 70 784 54 62 36 554 106 491 41 218 61 2947 394 79 5034 120 262 57 161 385 699 1236 12647 14922 106447 197334 3555 29053
internal_value=-3.53328e-06 0.00794998 0.00561084 -0.0068694 -0.0500756 0.0399665 0.00127257 -8.39462e-05 0.00399494 -0.00421795 -0.0398805 -0.031164 -0.000895473 0.000483649 0.00851761 -0.00318087 0.011931 0.00534283 0.0251477 -0.00668142 0.0173622 -0.0282418 0.00152966 -0.000260149 0.000412832 0.00229173 0.00351006 -0.000901404 0.00879081 0.0118117
internal_weight=47119.3 471.625 439.514 144.695 22.9433 32.1111 121.751 46647.7 1931.67 685.978 58.4621 54.4949 627.516 614.352 1245.7 281.369 964.326 209.958 79.317 130.641 54.5156 71.4109 606.778 44716 31536.6 12979.9 10645.7 18556.7 844.218 776.258
internal_count=561967 2493 2397 944 124 96 820 559474 11609 4563 365 324 4198 3707 7046 1618 5428 1154 382 772 218 464 3646 547865 365194 122605 107683 242589 45255 32608
is_linear=0
shrinkage=0.05


Tree=371
num_leaves=31
num_cat=0
split_feature=34 37 38 8 31 45 37 35 34 33 38 45 26 34 20 33 25 40 35 16 29 9 32 7 19 16 0 26 23 16
split_gain=12.0679 25.605 32.171 55.953 43.3834 42.7904 41.7276 43.1062 52.5272 39.3619 38.305 42.9674 39.2387 39.1299 67.8777 53.9177 47.1428 38.8557 38.2785 34.9573 34.2241 33.5736 31.8981 41.9331 31.4736 35.9425 39.1879 53.9445 40.5827 48.3741
threshold=0.25640244475855051 0.28697887016966611 4.4571241549998932 2.2550000000000003 0.600252366246251 0.56811340013520406 0.14942976966647639 5.2828370682103261 0.17548226942557918 780.61030510775947 8.7170944978004297 -0.52813265600681147 1.6867329992344786 0.11974907420040992 1.6706863613398308 291.19710495351484 2.2238850922324982 0.084548317236974813 11.187191772423159 3.2081413414876994 36.919712346802989 1.7150000000000001 0.37503668995916656 2514.1000000000008 18.02604124906625 4.8192452721717469 8.2500000000000018 3.6040026100829814 37.14353122135725 2.3230456512813995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 10 -8 -9 20 11 -4 -13 14 16 24 -14 -16 19 -5 -10 -17 23 -11 25 26 27 28 29 -15
right_child=-2 -3 6 4 -6 -7 7 8 9 22 -12 12 13 15 17 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011161275144712657 -0.0012100822155269879 0.0055080054880810398 -0.013254000403572528 0.051256415865742949 -0.0048577467064825543 -0.011164922702067896 0.008154803981136537 0.0046225764598157625 -0.0018272652987418661 -0.073061375926980907 0.0012986176543352572 -0.030766718471073852 -0.009441044569874657 0.0013799121054510483 -0.022157685563848561 -0.0068237543883667307 0.10582096825461709 0.007441297700727512 -0.078590472280412035 0.011206476559968676 -0.038879128604334012 -0.025499357031357278 -0.01338698357971559 0.13376992507982716 0.0038532083259955954 -0.020924022566561343 -0.022378841931367365 0.011851113685407755 0.047236080189137032 -0.038708975548334523
leaf_weight=1632.0630831552262 14388.725753310428 2391.8244450604543 1001.2188727606845 58.133018659660593 1596.8306741660926 237.3438620811794 3144.9833072471083 4302.5745099129563 2636.3927553392714 46.071104019414634 9007.1641055994551 116.17496893605858 12.933079710055607 149.94131743852631 124.00084500480443 672.13875990381348 28.246231917233672 1047.6043734175619 11.368171290028839 868.16501804580912 63.832454009389039 374.86908761822269 109.20974959479645 2.5882220044732085 1835.0482992624165 316.41967678751098 190.45863386802375 571.56137898977613 25.265210317593301 151.0615333612368
leaf_count=40685 113134 15447 19204 308 8097 1600 37435 54118 32893 635 128934 8392 916 5244 4890 12007 972 19457 90 5017 1921 6269 922 8 18775 5193 2786 7060 1747 7811
internal_value=-3.26593e-06 0.000527346 0.000134619 -0.0038165 0.000508112 0.00780028 0.000805676 0.00327537 0.0011323 -0.00412195 -0.00082333 -0.00371178 -0.00201052 -0.00140306 0.00652623 -0.00364636 0.0696209 0.00430859 0.0126008 0.0137199 -0.00270316 -0.0135103 -0.0283892 -0.0620599 -0.00045857 -0.00609129 -0.00177867 0.00259129 -0.0136302 -0.0187391
internal_weight=47114.2 32725.5 30333.7 4403.9 2771.84 1175.01 25929.8 10305.7 7160.67 2858.09 15624.1 6616.94 5615.72 5499.55 1212.78 4286.76 41.1793 1171.61 937.666 926.298 2700.23 1047.01 157.869 48.6593 3239.76 1404.71 1088.29 897.829 326.268 301.003
internal_count=561967 448833 433386 55797 15112 7015 377589 127932 90497 36379 249657 120723 101519 93127 26235 66892 1888 24347 5415 5325 34814 18276 1565 643 48616 29841 24648 21862 14802 13055
is_linear=0
shrinkage=0.05


Tree=372
num_leaves=31
num_cat=0
split_feature=24 0 21 22 42 8 25 36 31 31 21 26 21 26 8 43 45 23 24 40 18 22 24 25 34 41 13 26 16 35
split_gain=12.0288 30.4504 73.8483 39.9447 35.1025 43.3388 34.182 33.8196 31.8279 30.6814 31.2957 31.084 30.4407 33.6126 30.3767 30.2932 42.4631 39.2833 35.8464 35.4517 34.3597 35.088 33.4973 29.1069 28.9806 28.6166 27.6939 33.4073 27.535 30.0269
threshold=13.594361353989161 7.1500000000000012 6.5736218957622334 18.620711200697109 10.773978934299576 2.6550000000000007 11.140190308839429 866.96213422822586 -0.42625206968967339 1.1428633475832755 2.8704041152895106 2.654116254209776 11.082668878853232 6.8689266787134757 1.7350000000000001 2.6684420772303601 1.8371777459859631 17.590308871762414 53.25559004434475 0.13163639220147053 17.562686101100123 156.28447142852457 22.192045033615603 9.3302456515002401 0.27541832978719855 19.720685122035977 17.419337873417096 6.0593674410678462 3.2293038216186836 5.2606158540560877
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 12 26 -4 14 11 -11 -5 13 -6 -2 17 -17 -13 20 -20 22 23 -19 -22 -12 -8 -3 28 -28 -30
right_child=1 2 4 9 5 -7 25 -9 -10 10 24 15 -14 -15 -16 16 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00056314733743333633 0.016832922778263069 -0.025654478325077834 -0.044897569368222166 -0.020005682621265161 0.015061187356832113 -0.0022931940446932523 -0.057462144223710855 -0.0062373044985306074 0.015362650000215415 0.079230392626933974 -0.0016980931922261026 0.015739432529253292 0.020460899150692512 -0.010146307964572924 -0.13995132293076556 -0.0013625632948445715 0.018348893537239851 -0.056900024912028793 -0.0021535925089107267 0.022899115072552934 0.0024820795476488623 -0.0033683704045737689 0.0015736898289597481 0.01542292002464811 -0.017791636821891076 0.018154805438704139 -0.015625101816092675 -0.032402338449856287 -0.01436841277399491 0.031771659450616073
leaf_weight=31590.88153581394 5.8835056237876397 253.95754388405476 63.353518234565854 145.87385602414724 276.10508023900911 1465.1711506927386 79.224122148865717 528.2394382210914 691.39630809333175 11.238399172783827 1639.6329927759944 842.78229454060784 470.61205085576512 253.81592623924371 6.5053392946720123 3757.4049793123995 294.64633503975347 48.497416056809016 209.89365580439335 431.53809066442773 1216.3162714330829 1384.938389983261 49.481464988726657 676.02798403651104 337.27410189365037 14.858368086512199 103.75124436768238 79.412204122636467 51.380545390944462 112.39253628498409
leaf_count=400114 34 3085 505 10978 1514 8536 2199 3572 2956 56 9081 6721 1980 2029 59 46568 2349 776 2150 2817 14024 25909 456 5652 1841 87 1986 979 1106 1848
internal_value=-3.37391e-06 0.00113739 -0.00278397 0.00238972 0.000560361 0.00318465 -0.0174961 -0.0103774 0.0139393 0.00165382 -0.00397078 0.00288845 0.0112063 0.00298757 -0.0654939 0.00326321 7.07622e-05 0.00592521 0.00386599 0.0147012 0.00180688 0.00267915 -0.0273695 0.00710511 -0.00444376 -0.04552 -0.0131084 -0.00392471 0.00452862 0.0172961
internal_weight=47092.5 15501.6 3752.27 11749.3 3057.3 2465.7 694.977 591.593 703.785 11045.5 1988.15 9057.4 1000.53 529.921 12.3888 8911.53 4052.05 4859.48 4016.69 641.432 3375.26 3277.28 97.9789 1892.34 1976.91 94.0825 600.894 346.937 267.524 163.773
internal_count=561967 161853 29426 132427 18136 14059 11290 4077 3049 129378 10978 118400 5523 3543 93 107422 48917 58505 51784 4967 46817 45585 1232 19676 10922 2286 9004 5919 4940 2954
is_linear=0
shrinkage=0.05


Tree=373
num_leaves=31
num_cat=0
split_feature=33 12 31 24 23 13 43 35 30 26 39 23 0 42 38 33 14 49 37 13 42 16 31 15 0 0 16 26 31 47
split_gain=12.0154 40.6982 38.3186 45.4366 40.7528 50.2598 44.8783 43.4323 36.3493 35.8978 34.4589 34.1278 57.552 40.9953 38.4873 29.5074 27.8162 28.2907 37.1869 33.1076 41.8856 30.8286 32.4331 30.3704 28.6235 27.4754 40.8335 33.3332 30.3283 28.1395
threshold=103.0017417686023 27.256814299200389 0.50015607258192463 8.3847407120098776 31.923742073737383 12.653354952698047 2.8946377412903717 4.69572334720268 0.28636346970275672 3.2060806292254478 150.30516000409082 6.9854450366310088 9.9500000000000011 16.930087427406971 3.9101081216393392 41.946418570556759 13.47068780697135 0.45412805359186798 0.14868897192190342 10.919001826887785 15.097987023307516 34.162439075484748 0.47506286576158346 14.000601903892576 4.1500000000000012 3.6500000000000008 1.4287381510326471 2.0002239432886046 2.301236440143982 0.31758103518978104
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 -8 25 -9 12 14 -14 15 -11 -5 18 -18 -19 21 22 24 -20 -21 26 27 -1 -28 -27
right_child=1 -3 -4 16 5 7 8 10 -10 11 -12 -13 13 -15 -16 -17 17 19 23 20 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=-0.0048670114514512324 -0.0080915148791693148 0.00026543591072876975 -0.0093429334073821674 0.010588893458658951 -0.035069905935259327 -0.084453318013027995 0.25025754234380221 0.092591765694378977 0.086303182433887543 -0.054533643706203838 -0.029317368111934042 0.0017787376538903968 -0.059075850401575092 0.0011822405092974395 0.020625456389571278 0.005206517489918328 -0.072714899243477543 0.016772607883355987 0.021794871166073804 0.01338475813766025 -0.054695069785038297 0.18558904116901176 0.12003801672279005 -0.079664137357380815 -0.048809785921396578 0.02023234544779131 -0.023165689604940771 0.058418637198884016 -0.1046323797597738 -0.0018754926603807062
leaf_weight=314.35766731225885 1481.6719180071668 34030.395334400542 2279.8006384370965 960.96886917718803 4.7433470553951365 10.655260150786487 5.0780059907119712 12.788530449965039 10.113250681199132 21.739194564521313 10.602034804120192 3881.1511313405645 46.263019867939875 72.393974375911057 806.6056183554465 420.22222798829898 12.570278724422677 52.990458832820877 147.07312743429793 38.414239932812052 79.097823260584846 2.099283054471015 4.6157322260551146 7.7652255308348677 35.683981219772249 155.79498920938931 258.68616984237451 22.281637464882806 11.952074698172508 1890.6487781130127
leaf_count=3169 15828 443513 13479 7822 98 174 38 80 81 155 240 32744 354 509 4149 2096 178 320 862 382 675 3 15 83 495 1826 7475 213 102 24809
internal_value=-3.15683e-06 -0.000361813 -0.00450116 -0.000664345 -0.00653682 0.0361369 0.0991876 -0.000780807 0.141108 0.00177545 0.0373351 0.00417179 0.010965 -0.0223117 0.0141274 0.00226802 0.00605915 -0.00538661 0.00999222 -0.0174793 -0.0288295 -0.00351298 -0.00855628 0.0167066 -0.0165667 -0.00296389 -0.0123033 -0.000678232 -0.0267635 -0.000192431
internal_weight=47089.2 39187.1 5156.73 2876.93 1535.65 53.9804 19.9346 34.0458 15.1913 7902.1 23.3906 5248.38 1367.22 118.657 1248.57 441.961 1341.28 380.31 167.409 212.902 159.911 80.8132 78.714 154.838 74.0982 2653.72 607.278 336.639 270.638 2046.44
internal_count=561967 484366 40853 27374 16539 711 217 494 119 77601 320 40007 7263 863 6400 2251 10835 3013 1123 1890 1570 895 892 945 877 37594 10959 3382 7577 26635
is_linear=0
shrinkage=0.05


Tree=374
num_leaves=31
num_cat=0
split_feature=37 38 8 13 14 30 9 14 16 25 47 22 32 39 26 8 14 40 45 12 8 34 17 45 35 17 20 38 19 21
split_gain=11.99 39.4912 37.9607 37.04 46.0254 57.9043 37.5268 34.5972 33.5854 47.2583 53.1855 40.564 35.639 38.5575 43.973 39.3341 35.4783 29.5568 28.8503 28.6892 28.076 28.0916 26.4758 32.0361 35.5135 34.1557 35.4527 44.0869 29.1421 53.8916
threshold=0.2442129601930976 4.5722633280504086 5.1850000000000014 46.958738062450998 12.939424965810025 0.704295471658131 7.2200000000000015 11.725657570711796 11.413662231785745 2.0059488202889919 1.4115501957023386 34.206070883340473 0.74574284435322735 328.40062014942725 5.4597223650324995 1.6650000000000003 20.426166621051795 0.18654753106211244 7.3153450729537521 18.544812942962256 3.2650000000000001 0.38412232954150266 397.55547774868518 1.5734543124761833 4.5270187689188965 58.988640586827891 7.4607917270770665 3.8540723378811532 47.299489228253144 5.6500781036801495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 -1 9 10 -6 -10 13 15 -15 16 -13 -4 -2 -5 21 -11 23 24 -7 -26 -27 -28 -29 -30
right_child=18 -3 17 19 8 6 -8 -9 11 20 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-0.019405168103477491 0.0015200863371117174 0.00015715981377728225 0.033064803510266548 0.10387401071848866 0.06061513138224639 -0.012673916549341139 -0.17539703022068814 -0.064402123324824548 -0.01629870234583659 -0.010333863633896257 -0.033752392309020864 0.017595561659994898 0.0036713898829124243 0.23916262000819907 -0.014786001134974287 0.040787635206239604 0.14647803090037834 -0.00035209091888709651 -0.018322310890152179 -0.023670776530847114 0.011183518412698532 0.14869700602205591 -0.053256876856268544 0.018260325345817882 0.0098922523078805967 -0.035336251978633181 -0.034866914393730901 -0.0009552595539992283 0.15828939638033032 0.020666546059252257
leaf_weight=473.94409903301857 13412.202915841743 29081.894810451617 110.48977523809299 4.4680267116054884 57.229494514351245 904.26113659005205 3.2165819593938059 46.950167991119088 68.08227435965091 676.55302335727902 20.201458732830361 7.3636821745894876 93.394782328978181 1.7966821528971184 33.277191394241527 77.631243041018024 19.426754944957793 164.96618379745632 185.72687488188967 333.33334606312565 211.40765492245555 2.7883063374320036 27.436360984225757 151.91740568971727 511.3012755507516 100.20212554966565 73.605868222715799 173.78143259625358 8.2213040896458534 52.788003172376193
leaf_count=9346 98177 402334 381 28 570 10815 52 1122 358 13902 214 106 691 8 405 421 103 853 1376 5684 862 19 318 1270 5978 2353 1217 2578 117 309
internal_value=-3.05848e-06 -0.00051143 -0.00492043 -0.0061178 -0.0047062 -0.00860707 -0.0047514 -0.0234609 0.00306273 -0.00147223 0.035995 0.017651 0.0275757 0.04358 -0.00177732 0.0588149 0.111053 0.013052 0.00124907 -0.0219838 -0.00472918 -0.00968113 -0.00447744 -0.00380017 -0.00563739 0.00127952 -0.00949805 -0.00110288 0.00948199 0.0392119
internal_weight=47089.9 33491.9 4410.04 4134.58 3796.78 2527.63 2006.73 520.894 1269.15 968.18 77.431 300.973 232.89 139.496 35.0739 104.422 26.7904 275.456 13597.9 337.801 890.749 679.341 2003.51 1976.08 1824.16 919.9 408.599 308.397 234.791 61.0093
internal_count=561967 462414 60080 58846 53134 35475 25007 10468 17659 15567 784 2092 1734 1043 413 630 209 1234 99553 5712 14783 13921 24955 24637 23367 12552 6574 4221 3004 426
is_linear=0
shrinkage=0.05


Tree=375
num_leaves=31
num_cat=0
split_feature=34 46 38 42 14 33 26 21 12 8 27 35 0 24 49 13 31 15 15 23 18 8 7 22 15 31 14 33 26 22
split_gain=12.2363 26.5611 31.1624 27.4967 25.7161 28.6901 48.8055 37.3505 26.5157 43.4644 65.7609 51.7964 43.8713 57.7227 70.3343 34.4485 33.7923 30.9785 51.5889 27.1587 29.4912 27 39.0344 33.3797 30.3901 26.0922 25.6402 25.0838 32.0646 36.6471
threshold=0.21309250269354713 0.045742503926921377 3.7023086465480088 7.2908096527999513 2.4771500411978349 148.98159620601052 1.5949831585400909 1.3316041132614329 40.954556645789516 1.1650000000000003 2.4209399685766217 4.2725030346063733 3.1500000000000008 7.4041460355259776 0.69483632700634834 57.919695070328096 -0.2726897262874059 1.9778704273485417 1.9580301619147047 27.002644657956818 14.865117591641022 2.2350000000000008 2.9050000000000007 163.4579821448269 0.8418651782872576 -0.211269740452844 4.6805717185753108 80.088067669287838 4.5583039971959325 40.698395109369649
decision_type=2 2 2 2 2 2 2 2 2 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 -6 25 9 10 11 -7 13 14 -13 19 -14 18 -18 20 26 22 -21 24 -24 -8 -11 28 29 -2
right_child=27 2 3 -5 5 8 7 -9 -10 15 -12 12 16 -15 -16 -17 17 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0067670862097500275 0.00092266281492184602 -0.0040184837192832785 -0.015526384995646139 0.0054376840809652587 -0.03328261946503263 0.30591382013511137 -0.024784933986702534 0.0066784349710922279 0.00040408938415674006 0.013527749696605751 -0.0078188419601735726 -0.054496376775576463 0.11247329297440661 0.094397666478697531 0.64123507551005565 -0.095717274963318777 0.028887887216958359 -0.043456042081631813 0.36655437230289428 -0.0091282033815182802 -0.01317723579272926 -0.0078893309780758425 0.25184183202835475 -0.023550410945942884 0.040755551171237102 0.11612589754009439 -0.010635130916434348 -0.0017051165068187229 0.0080864752888463558 -0.020928741052719656
leaf_weight=1401.5239799793926 2104.7405391157954 1190.3445321106847 160.85049562127097 5668.2775998326833 76.868434187432285 2.2343141904566428 4.4023905619978931 1968.5187177042826 12963.18448905996 226.61048270144965 62.434598572668619 0.52698366343974967 10.259329739783423 5.9419968464644626 1.1692939294152891 10.875086285406722 9.8613112376187928 14.381250898033612 1.2777103281114257 89.719934000662761 1288.3101160790538 224.84051516838372 1.7309207250364114 21.78216688032262 114.34817908739205 12.945551131211685 212.97311957005877 17390.771517526824 1628.7738634998095 211.12295688185259
leaf_count=21788 18326 11725 2840 71450 3971 29 250 27575 215196 1470 2389 51 205 53 22 154 360 780 6 1581 11611 1242 12 339 898 208 1558 150386 9510 5982
internal_value=-3.13636e-06 0.000730638 0.00335374 0.0048592 -0.000252598 0.000274392 0.00580901 0.00732216 -0.000473616 -0.00542206 0.0255304 0.0711393 0.0590576 0.167837 0.425092 -0.00694888 0.0358353 0.00502622 0.0676202 -0.00650612 -0.00936159 0.00439952 0.0165404 0.0332455 0.0439032 0.0803669 0.00182112 -0.000888608 0.00271114 -0.00106939
internal_weight=47081.6 25746.2 7019.47 5829.13 18726.7 17325.2 2062.74 1985.87 15262.5 2299.28 108.087 45.6522 43.4179 7.63827 1.69628 2191.19 35.7796 25.5203 11.139 2180.32 1727.89 452.422 227.581 137.861 116.079 17.3479 439.584 21335.4 3944.64 2315.86
internal_count=561967 377763 86015 74290 291748 269960 32004 28033 237956 22760 3895 1506 1477 126 73 18865 1351 1146 366 18711 14639 4072 2830 1249 910 458 3028 184204 33818 24308
is_linear=0
shrinkage=0.05


Tree=376
num_leaves=31
num_cat=0
split_feature=31 12 16 8 26 8 15 26 15 9 29 40 12 27 15 49 8 47 9 47 9 47 33 0 0 29 35 12 39 4
split_gain=11.9088 25.4986 20.7477 18.19 23.9 32.6136 30.945 26.296 23.0378 24.8384 22.7344 26.759 25.6493 25.1974 22.2099 32.8063 23.4858 26.4011 25.1299 29.2561 24.4227 22.1868 20.9686 28.2725 20.6711 20.49 20.2351 23.87 20.1618 20.0593
threshold=24.607669904713639 15.639297742495527 6.2297659597474402 20.940000000000001 73.74767054318059 1.9450000000000001 4.603184941294705 161.2824273003742 27.357080252931791 1.1050000000000002 10.946901046184999 0.46190072307751562 38.368038239447394 1.0509926195313204 114.32980771257481 0.29257390891641794 1144.6950000000002 0.24480178218639129 1.1650000000000003 0.9110322928745892 3.7450000000000006 2.5261866087756708 42554.542784885503 5.2500000000000009 3.5500000000000003 4.4132134807544032 2.3918173752972529 288.46824544014152 119.34399954089044 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 6 24 -8 -1 28 11 13 -13 -11 -5 -16 17 -17 19 -19 -20 -18 23 29 -6 -15 27 -24 -10 -7
right_child=1 -3 -4 14 5 22 7 -9 9 10 -12 12 -14 25 15 16 21 18 20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.2984367189371485e-05 -0.020587618015176244 0.011125584138948638 -0.18689905780248783 -0.011831868068608387 0.0018834656290745361 0.029365880216119272 0.026896148208480915 -0.027764531328403192 0.032457476023545033 0.0042055347611103617 0.010604680678433245 0.073129339264497648 -0.002635858715893823 -0.060384010608720479 0.040191901162945798 0.091740921164403716 -0.047176591597884163 -0.070598648700666705 -0.023273537911690737 0.070913706993134915 0.052809725061664481 0.015730359940323374 0.088148875856569719 0.0063242116745398022 -0.068928176640040029 -0.020402536992499189 0.0091911412412223874 -0.076839398704742767 -0.05161016809104127 0.083826544714728252
leaf_weight=44538.018082596871 45.072831979952753 465.21118454355747 1.956691457889973 661.01152727170847 15.749214299954472 179.43483385746367 57.137009141966701 35.782315088436007 8.2509013478411344 89.599404120002873 141.99844195554033 15.888569871895013 37.618983784690499 38.383066151465755 54.200576279312372 9.0041514374315721 45.782166353426874 4.4317751955240992 66.92514611966908 20.76573970168829 12.521009342744945 20.201119162142277 2.5461155101656923 161.76110611855984 29.820048552006483 194.07602986862184 41.466223657131195 15.772723499685526 52.592838033684529 18.666865475475788
leaf_count=540411 394 4027 36 5171 70 757 191 233 48 1723 1553 59 283 712 196 31 538 55 585 101 50 77 7 872 186 2231 183 159 974 54
internal_value=-3.47593e-06 0.00757866 -0.0275071 -8.68758e-05 5.14402e-05 0.0103347 -0.0107048 0.00584686 -7.57739e-05 -0.00999029 -0.00643773 -0.0128813 0.0198619 -0.0183214 -0.00714679 0.0060973 -0.00419015 0.0095857 0.00251658 0.0460243 -0.0112825 -0.0279173 0.0172779 0.0218335 -0.0444549 -0.0270042 -0.0101431 -0.0539079 -0.0402099 0.0344976
internal_weight=47081.6 512.241 47.0295 46569.4 45674.6 558.136 138.489 92.9193 45116.4 578.408 517.564 375.566 53.5076 322.059 894.843 233.832 179.631 113.648 104.644 25.1975 79.4462 65.9833 419.648 359.863 45.5693 232.459 59.7851 18.3188 60.8437 198.102
internal_count=561967 4457 430 557510 550706 2712 680 424 547994 7583 6561 5008 342 4666 6804 1633 1437 822 791 156 635 615 2032 1683 256 2943 349 166 1022 811
is_linear=0
shrinkage=0.05


Tree=377
num_leaves=31
num_cat=0
split_feature=37 38 8 7 9 30 31 20 45 41 49 21 34 17 45 47 37 47 16 47 41 23 34 13 49 29 21 30 46 38
split_gain=11.7531 35.1555 37.2441 35.3784 36.9389 45.2829 51.2308 37.9193 36.9197 36.7352 35.6375 35.5374 33.9192 33.1597 32.8978 32.2217 41.2824 36.9505 31.4454 30.0476 30.0133 37.0991 33.9143 31.7965 29.963 29.2115 38.5036 36.2364 40.312 40.6414
threshold=0.21205424696411287 6.8053869173832124 4.5750000000000011 2.1150000000000007 1.2950000000000002 0.028108317016150186 0.26076157515349518 0.63589471630663719 4.3606447883482877 3.6325788130881356 0.22516096074812811 2.2421975094900746 0.22432398581232801 530.98422477862039 -0.79382700933208949 2.653479864991068 0.16281810549060402 1.2240513035632357 8.3408743495544737 0.74323806765925704 5.7562014062156903 123.22682692555085 0.17467992378494993 107.26985765056692 0.40940436345769288 8.899671850127655 6.1856413059076472 -0.56387072698299823 0.048101012608500228 4.5951370921059924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 -1 12 -12 -5 14 -13 17 -17 18 -16 24 21 25 -22 -23 -11 26 -20 -27 -29 -30
right_child=-2 -3 -4 10 7 8 -8 -9 -10 19 11 13 -14 -15 15 16 -18 -19 20 -21 22 23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.041546718666613316 0.0010034081471947361 0.00088122983193341699 0.0082610039521075051 -0.0050733366716234993 0.065913739209440256 -0.016147037958966111 -0.017637813043199828 -0.015790876365557757 0.12009657211930228 0.010452773015513304 -0.023940933607024997 -0.023388752475806549 -0.022361636746385957 -0.013721466995662993 -0.0027800366658993301 -0.015131998910667882 0.00093921505328871412 0.0077228088204288033 0.07314637056865736 0.016768935012535135 0.0043151771840875151 0.076832170305775785 0.046150474488030842 -0.074863775843317798 0.077486882164249787 0.093460307813282129 0.005332854192407358 -0.035443744544016179 -0.034926814351245415 0.026864123012474889
leaf_weight=16.635281030379701 17944.82083532933 16644.909117536037 738.75694538187236 1290.6382328507898 14.373396485461852 265.83370109312818 82.75764120274107 1181.4445284826215 5.0671748304739586 23.336978286853991 163.2467450927652 142.92035581066739 363.65499612939311 440.7399017479911 2975.9395006650011 651.63773393188603 1033.0471851702314 2186.1971986106073 22.751695315615507 92.94187038068776 95.235711358953267 26.148334078025076 98.597447912907228 3.98020180966705 58.350225230795331 7.8019442833028725 261.69872423895868 127.51820720278192 40.970952100120485 75.923811665503308
leaf_count=272 143790 229411 3699 21137 306 7094 1590 32302 26 780 10670 1605 4150 4790 52489 5238 6423 24886 135 3511 953 109 763 51 1286 38 2071 1456 479 457
internal_value=-3.20171e-06 -0.000623234 -0.00262847 -0.00331316 -0.00989204 0.000897682 0.0152289 -0.0148088 -0.0135986 0.0294499 -0.00216893 -0.000841278 -0.00887374 -0.000380908 0.000377729 0.000824228 -0.00527715 0.00255972 -0.000461115 0.036213 0.00861162 0.00280341 0.0255956 0.056792 0.0583361 -0.000227523 0.0107569 -0.0126159 -0.0160019 0.00520675
internal_weight=47077.9 29133.1 12488.1 11749.4 1740.74 544.923 274.022 1195.82 270.901 191.264 10008.6 8354.36 1654.29 8191.11 7750.37 7607.45 1684.68 5922.76 3736.57 174.629 760.627 566.794 193.833 30.1285 81.6872 536.665 284.45 252.215 244.413 116.895
internal_count=561967 418177 188766 185067 47167 14559 7439 32608 7120 5849 137900 112613 25287 101943 97153 95548 11661 83887 59001 5577 6512 4796 1716 160 2066 4636 2206 2430 2392 936
is_linear=0
shrinkage=0.05


Tree=378
num_leaves=31
num_cat=0
split_feature=34 7 19 31 49 36 23 33 37 20 35 40 27 20 7 45 24 14 45 30 25 31 36 0 12 16 21 35 42 17
split_gain=11.6258 25.299 30.457 27.3361 26.6684 30.4049 30.0823 34.0981 29.4713 36.1112 32.2253 30.5859 35.5981 31.524 30.3914 27.3015 32.5914 26.7729 36.6185 36.896 36.1193 30.7049 30.0575 46.376 40.8085 38.9902 29.3681 27.9647 26.4173 26.4093
threshold=0.27297151265311975 5.1650000000000009 7.175317269051817 0.6119472211106598 0.73919883243646722 699.59193298196772 11.328058701789585 647.40252112785538 0.21332903102822101 1.2578818518709001 4.1858100462320476 0.2605527693784398 3.2908458763914532 1.4377964498864695 1.655 1.1136651056194087 25.750631485840064 14.740612246654843 -0.13188684577236273 -0.39803580350583129 1.2553039498094736 1.050146596824076 249.0149966646263 3.3500000000000001 32.882490686293799 2.4012341865150053 5.6975469598830246 4.5690639198110956 28.116175573340993 38.87315078691838
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 10 -10 -4 14 -13 -14 -11 16 -12 20 -19 -20 -16 22 23 24 26 -24 -22 -23 -6 -25
right_child=1 -3 4 -5 28 6 -8 -9 9 11 15 12 13 -15 17 -17 -18 18 19 -21 21 27 25 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00046844684462592017 0.0058764612266946938 0.0032279197153879079 -0.02281450513293494 -0.0065771157461788805 0.0026610363245687402 -0.024003268421635277 0.003880563968262397 0.048849973425846092 -0.061175262789831777 -0.039297148264016708 0.010458717073057393 -0.0037733020824912231 0.043315834737039621 -0.016532767314800249 -0.056232851901013681 -0.039760048778866769 -0.085641853765172068 -0.061209390489962823 0.073239649298761561 -0.012677956222302037 0.099641212947105109 -0.0067329222602941193 0.21624459837605958 0.0098329013411019572 -0.019598049183589775 0.029266446727030965 0.023802047975246297 -0.11226651787436222 -0.092424208795313101 -0.02464707865082635
leaf_weight=34598.094341096046 1693.1821368366363 2462.1906271955231 547.12616309529403 595.66332568618236 1442.2402953736018 175.3723476335872 1245.5882864973391 17.680182621814311 28.93229072901886 38.989413428818807 197.7791220213403 2232.9611482414184 22.515375331160612 966.072535345098 19.755569088156335 38.344055956695229 9.2344101401977223 31.957547427271493 14.784263388137331 80.716455509187654 28.538763327407651 80.015021171420813 2.8266199837671584 142.32963914400898 19.237964967731386 204.78847912169294 23.095959963742644 6.8116072588600209 7.3418709356337777 91.067102368950145
leaf_count=466425 16476 14356 5424 3223 10376 1166 8248 46 569 611 2032 16114 181 8784 225 446 143 454 117 902 200 414 25 1034 314 1762 157 70 61 1612
internal_value=-3.27859e-06 -0.00131238 -0.00242974 0.00263547 -0.00393224 -0.00534601 0.00103414 -0.0173312 -0.00724721 -0.00551602 -0.0160626 -0.00511408 -0.00727048 -0.0151697 0.00373649 -0.00100628 0.00617189 0.00598586 -0.0148804 0.000622766 0.0102861 0.012481 0.0171445 0.00713616 0.04256 0.0318121 0.0657187 -0.0150121 0.00217945 -0.00362055
internal_weight=47065.2 12467.1 10004.9 2288.85 7716.1 6266.52 1438.64 193.053 4827.88 4035.4 792.484 4006.46 3221.55 988.588 784.914 245.358 207.014 745.925 127.458 95.5007 618.467 598.711 511.885 304.269 70.8727 207.615 51.6347 86.8266 1449.58 233.397
internal_count=561967 95542 81186 19699 61487 51050 9460 1212 41590 33545 8045 32976 25079 8965 7897 2621 2175 7286 1473 1019 5813 5588 5104 3317 671 1787 357 484 10437 2646
is_linear=0
shrinkage=0.05


Tree=379
num_leaves=31
num_cat=0
split_feature=30 9 40 0 8 27 35 35 29 23 28 38 22 33 32 36 18 41 41 34 29 8 8 13 30 28 42 23 36 42
split_gain=11.6447 33.8448 26.3367 24.9389 29.6425 24.2484 23.2091 28.4518 30.0861 23.4698 27.7647 36.0858 25.4476 37.4446 34.0153 26.1979 24.3643 23.5237 35.0255 25.9999 23.3845 22.6555 22.4731 22.4444 22.2386 34.876 26.8323 31.931 25.9201 24.5598
threshold=-0.1683228945729647 1.3950000000000002 0.084548317236974813 3.4500000000000006 1.0550000000000004 16.757246904647271 23.727459972696263 15.746728322146259 17.058034498888258 5.2527351338682111 1.0316187774596537 3.1942780620835061 61.640795355089992 383.124653235013 0.66448112162077411 151.78050627655651 85.538151407965103 13.155287671461219 6.2914639207892353 0.09147674035849411 10.780765248793616 1.8950000000000002 1.0350000000000004 47.80114503110994 -0.2878116516082137 0.69857001533269525 8.7881811907217706 39.618850177286753 123.39777609223653 14.993889061047414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 22 -5 -6 7 9 20 -4 11 -11 14 23 24 -16 -17 18 19 -15 -9 -21 -3 -14 25 26 27 -13 -26 -27
right_child=-2 3 6 4 5 -7 -8 8 -10 10 -12 12 13 17 15 16 -18 -19 -20 21 -22 -23 -24 -25 28 29 -28 -29 -30 -31
leaf_value=-0.016055852978465877 0.0002522838414046923 0.037238815728927177 0.016923344566923241 -0.050133886090332917 -0.0099907751620105581 0.14726362318251948 -0.047671279250929698 0.027384605369803045 0.079589962563468411 -0.052782086047980993 -0.0033038024037450142 0.010008282450035176 -0.029659714264710965 0.094600462598850368 0.16898882245235278 0.010765091778305215 0.079641732033842783 0.084828113187224871 -0.015699131017288658 -0.019685692839724312 -0.088362294198724711 0.039144821387707411 -0.00114059456910915 0.026996659187388125 -0.07984452531527364 -0.004134590617570438 -0.037148705495842725 0.24136514686807425 0.036356350150128107 0.04001035061352097
leaf_weight=204.96119248218019 42573.642307849121 41.913250694051385 245.57391531497706 46.940966725640465 1309.7386709219136 2.456019540433771 22.74879594554659 20.218964020779826 24.738019233802333 22.929741266008932 1456.6544523095945 9.0011904222192225 106.43893277765892 13.79243171069538 4.6759759587002909 25.556314550573006 25.803159105125815 11.413291419972664 70.697668502718443 24.353752829803852 5.564584929146803 49.885824663098902 423.94192869044491 20.915251017198898 5.0239578182226969 59.722973163821734 61.494420272676507 1.7875529781449575 107.21430527372286 66.687390753184445
leaf_count=6604 481293 2568 1497 6188 19977 27 302 197 310 442 18974 188 5293 136 96 385 135 98 3009 999 133 316 7584 632 205 1079 1758 12 1132 398
internal_value=-3.20321e-06 -0.00242417 0.00116509 -0.00767111 -0.011093 -0.00969644 0.00259821 0.00306686 0.0401984 0.00228182 0.000604822 0.00888757 0.0110157 0.000148207 0.0198259 0.0556846 0.0453689 0.0154952 0.0105099 0.0315581 0.0024042 0.0198459 0.00231242 -0.0203551 0.0133635 0.00331343 -0.0243888 0.0483411 0.031155 0.0191539
internal_weight=47066.5 4492.84 2667.85 1824.99 1359.14 1312.19 2462.89 2440.14 50.5216 2389.62 2144.05 687.394 664.464 297.497 366.967 56.0354 51.3595 170.143 158.73 88.032 25.7835 74.2396 465.855 127.354 310.932 198.694 72.2832 10.7887 112.238 126.41
internal_count=561967 80674 44330 36344 26192 20004 37726 37424 640 36784 35287 16313 15871 10483 5388 616 520 4558 4460 1451 330 1315 10152 5925 4772 3435 1958 200 1337 1477
is_linear=0
shrinkage=0.05


Tree=380
num_leaves=31
num_cat=0
split_feature=12 17 33 27 23 0 24 31 42 0 33 25 16 31 46 35 39 29 7 49 45 32 24 17 14 32 24 31 20 36
split_gain=11.6157 30.9155 30.4034 29.8485 29.3276 32.5748 27.8066 32.2796 26.0281 27.3769 26.4331 27.7086 26.6369 24.428 28.9494 25.6725 24.4366 24.0715 27.9951 29.0214 26.101 30.2848 24.0688 25.3736 30.4366 29.4654 32.5985 40.776 24.1238 23.5645
threshold=13.958055987996898 16.310857543659896 89.051144327602103 1.2550090824963009 3.4075737895381164 8.2500000000000018 7.0403602987610787 -0.42625206968967339 17.03218711273178 8.2500000000000018 4223.4581231861121 8.5181686516129194 4.5957212130857945 0.41211632117247154 0.0026135386596243715 6.3325910567428982 514.95303182887199 13.72787241789335 3.5650000000000004 0.16848999135286277 -0.36042625653024291 1.8003040229083034 4.9949104239229536 9.8482246062070669 3.6448043370904304 0.43840976938321669 4.5635308900850156 -0.26659266889275202 6.2896751256042078 193.57504647199559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 -3 22 -8 -2 10 12 -12 -10 16 15 -15 -9 18 19 -5 21 -19 23 24 -4 28 -27 -28 -25 -6
right_child=1 4 6 17 29 -7 7 13 9 -11 11 -13 -14 14 -16 -17 -18 20 -20 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.011646668778107508 0.024043392489868462 0.017191303343217654 -0.021713850218381358 -0.076313577791876544 -0.003189350740941628 -0.020356430876057714 -0.078147249301440624 0.0060788268130901992 -0.008144234229535495 0.025259360163784064 -0.14590022624530349 0.052479491888776056 0.0084579939036217404 -0.2035197560168269 -0.0077211937216933799 -0.028952808320183827 0.054139439760836794 -0.02941183818193225 0.0055684657262188991 -0.011102989161129194 0.011833834862301804 0.020315208290037513 -0.035556496859080904 0.017897531692677483 -0.11723568317392044 -0.023451304463730609 0.18120832984198951 0.0090956798066409838 -0.064958249876605409 0.00028585215266582661
leaf_weight=468.97220855703927 202.97088750498369 425.54662705492228 28.954908154439181 17.490394417895004 5631.8267300454609 66.835860627237707 13.045107065234332 224.16418964555487 371.4305732275825 142.85435768263415 5.8742634132504445 2.5132803171873093 691.16272794338875 3.5941373985260707 178.13879623298999 5.0871456433087587 29.986658042063937 93.675670763943344 296.92536782840034 696.12800768495072 419.0613443957991 45.485234102117829 135.91833748214412 120.5063728117384 11.712709393352268 244.67121686943574 3.8592218710109583 31.775475799804553 9.4757675264263508 36440.784204490672
leaf_count=3129 1989 2405 176 183 89118 496 149 1477 2437 752 58 5 2937 45 1024 34 134 906 1726 5384 3206 266 1135 819 106 1975 18 172 82 439624
internal_value=-3.33202e-06 0.000204497 -0.00297242 0.000578827 -3.73554e-05 0.0120946 -0.00992464 -0.000633309 0.00747046 0.00469922 0.00195678 -0.0864569 0.00265467 0.00165976 -0.0120662 -0.101225 0.0117494 -0.00272983 -0.00733312 -0.0127013 0.00560345 -0.0131584 -0.0171126 -0.0115536 -0.0492252 -0.00781958 -0.016944 0.0277354 0.0118573 -0.000179337
internal_weight=47060.4 43981.8 3078.63 2037.74 42565 492.382 1040.89 454.016 1416.81 1213.84 1070.98 8.38754 1062.59 440.971 186.82 8.68128 254.151 1568.77 1010.54 713.618 558.222 139.161 586.874 450.956 40.6676 410.288 280.306 35.6347 129.982 42072.6
internal_count=561967 539821 22146 14800 531643 2901 7346 2863 8178 6189 5437 63 5374 2714 1103 79 1611 11671 7293 5567 4378 1172 4483 3348 282 3066 2165 190 901 528742
is_linear=0
shrinkage=0.05


Tree=381
num_leaves=31
num_cat=0
split_feature=27 39 9 12 28 13 42 35 17 29 8 28 30 19 13 29 43 25 0 26 13 41 14 39 24 2 31 46 23 43
split_gain=11.4833 22.1968 19.2347 21.6565 19.088 16.3047 16.9118 14.1585 14.6256 14.0704 41.7072 28.5702 30.1595 28.0513 22.3086 36.7536 25.8795 21.763 21.754 36.5936 21.7502 27.8399 23.1729 32.0968 31.2105 25.1133 24.4634 28.0985 29.0068 24.1799
threshold=0.3023626158165062 236.89916465060836 2.0350000000000006 39.650957348046141 0.47578855799617342 25.050082681561019 17.719382836435063 3.6916070280446096 154.35500438173486 3.4109446527518359 1.8550000000000002 0.90962060151129631 7.1048325572131645 58.864483646669818 30.020935976475958 3.3167134505034497 1.4286093922022702 46.039092977614551 3.2500000000000004 15.093316252552965 10.107525713418235 71.201956555607907 3.690467169580995 218.24415409350419 7.0403602987610787 1.0000000180025095e-35 0.33278608393669351 0.040174517329196448 7.8254329949453938 10.797033850688267
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 10 11 12 14 18 20 -16 -17 -15 19 -12 21 22 -2 -24 26 29 27 28 -25 -26
right_child=9 -3 3 7 -6 6 -8 8 -10 -11 13 -13 -14 17 15 16 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.05990283440641974 -0.032948276053542037 -0.032626744979666271 -0.01300997977609541 0.19566560818826328 0.014118377468257063 -0.04959772069781776 0.10175361364028424 -0.025471492267523002 0.087084421553056499 -0.00016462959642691004 -0.024077694039161407 0.042803679484330739 0.047058594748599386 -0.021291843159475236 -0.0016669498902998907 0.17163764172235102 -0.0055050585370623557 -0.17358221699760279 0.0092864034029573016 0.041848957583164433 -0.02676235310141575 0.297980400026365 -0.01416066148065858 0.1098373076486306 -0.056615947786076815 0.079223186471734652 -0.050958476400671041 0.19028743521342228 -0.063310782376971977 0.19238971715369474
leaf_weight=23.926004113338426 49.330034469836392 77.991510612468119 12.370407676557081 2.0985832796432105 34.346594542847015 3.7401288769033263 3.6438409090042114 3.9474744099134105 10.734485121269243 44303.378359187918 109.82018313265871 25.533242972567677 21.14731651119655 53.808969615842216 56.243951272117556 5.6975039987592009 3.2310760872787796 2.4528650247957549 1852.4106001500622 26.039444801397622 267.61824698114651 0.76345574855804343 62.351197565469192 8.5260576904984244 13.251861827709945 6.663620281033217 2.8596725501120082 6.4521577102714209 3.3768181937048203 1.0523581430315978
leaf_count=1242 1931 2352 218 12 214 214 4 95 66 523892 1117 93 368 518 2590 52 130 48 11783 90 11986 6 1906 56 555 34 101 113 175 6
internal_value=-3.07469e-06 -0.0128688 0.0033847 0.0371837 -0.0116218 -0.0398583 0.0250911 0.0741859 0.056822 4.43461e-05 0.00363475 -0.0088066 -0.0113978 0.00688484 -0.013934 0.0132934 0.107533 -0.0279313 0.00787003 -0.0114419 -0.0181364 -0.00320732 -0.00470178 0.00862789 0.0423123 -0.000948624 0.0850698 0.106263 0.0607156 -0.0382967
internal_weight=47054.8 172.799 94.8075 29.151 65.6566 31.31 7.38397 16.7805 14.682 46882 2578.63 534.099 508.565 2044.53 487.418 65.1725 8.92858 56.2618 1988.27 135.86 422.245 154.627 153.864 104.534 42.1825 20.9678 21.2147 18.355 11.9029 14.3042
internal_count=561967 4417 2065 391 1674 1460 218 173 161 557550 33658 20102 20009 13556 19641 2772 182 566 12990 1207 16869 4883 4877 2946 1040 595 445 344 231 561
is_linear=0
shrinkage=0.05


Tree=382
num_leaves=31
num_cat=0
split_feature=33 12 14 45 26 34 25 47 13 35 16 22 0 43 25 28 20 9 36 37 38 16 26 0 39 0 28 16 15 8
split_gain=11.393 33.6896 38.3181 37.7524 31.8042 43.9639 35.71 31.9697 38.3012 31.1659 48.9963 57.2035 53.0016 61.2098 40.4478 49.276 37.0164 34.6704 37.2707 45.6996 34.6138 34.3634 33.9906 80.8867 69.0912 54.1955 59.2489 59.2158 43.0232 41.461
threshold=214.30316034129373 33.68899974863394 21.550649341050494 0.20186894597564667 2.2157589835334384 0.18374645257177266 4.0666544735424006 7.9236806708026855 25.443928812397662 2.5993040718130094 5.8212223652991666 24.775306964922777 11.050000000000002 3.8368856811113905 2.8204447277647033 1.3924547802554319 1.1785020396719579 1.885 745.11624798428522 0.32129380006411362 3.1421088974059797 4.2422694392266758 5.2580270399126503 3.5500000000000003 232.56459093582012 4.1500000000000012 0.63694534066410335 1.637697299320493 2.9790697956029315 1.2850000000000004
decision_type=2 2 2 2 2 2 2 2 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 6 7 -1 8 -6 21 11 12 -11 14 -14 -16 -12 18 19 20 -18 -7 25 24 28 27 -27 -13 -24 -25
right_child=1 -3 3 -5 5 9 -8 -9 -10 10 16 22 13 -15 15 -17 17 -19 -20 -21 -22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=-0.0034890509006022391 -0.0045216373005171331 -0.00012371297067698234 -0.047510355004976461 -0.00095976437350787024 0.0065610400607314621 0.01795074127004341 -0.034570214714261499 -0.0044807093715993253 0.02347466808565557 0.0052267734857455658 -0.052576012389584405 0.048242286489704939 -0.018799796193565685 0.0053497154667167413 -0.11069890867186499 -0.018718927216823132 -0.017177284335138931 -0.00098622342342588533 0.020044325336329761 0.014533355335863566 0.003793462816066925 -0.010754806157672294 0.014852588147265642 -0.032071193690141157 0.031034782423831599 -0.020973796248736722 -8.6382998791588553e-05 -0.022058523486699136 -0.025994838591712578 -0.0030830618888868441
leaf_weight=2168.6054115690349 2327.8519027039292 21945.758317763655 106.41274133184925 73.733646597480401 2253.1268181774503 116.62731110327877 96.526936808397295 520.61661551950965 393.11786103517807 3596.9351090112468 28.334895688574761 31.182177138049155 107.46575580048375 173.6783827112522 33.146054628770798 25.968974828254431 212.68576472532004 1873.9797339233919 496.27946209488437 1026.3267520181835 2629.6860199427465 982.93076077464502 145.01352934155148 130.93714340697625 333.69192528142594 418.89172780186345 1791.5343728840817 760.59134679418639 116.05266354593914 2128.7258503924822
leaf_count=38954 17979 296631 900 470 32558 839 5919 3651 6612 22893 320 406 686 1151 328 185 1551 12845 2631 5482 22184 6096 1058 2718 2312 11733 22149 23846 1393 15487
internal_value=-3.20797e-06 -0.000751097 -0.0062409 -0.0284573 0.00080629 0.00143252 -0.00481355 0.0068454 0.00907368 0.000433615 0.00099114 -0.00121802 0.00344251 -0.0154193 -0.0370732 -0.0702925 0.00444337 0.00470233 0.00714455 0.00548976 0.00222429 -0.00771008 -0.00435113 -0.000444641 0.0159613 -0.00806533 -0.0040447 -0.0192899 -0.00330546 -0.00476279
internal_weight=47046.4 24453.8 2508 180.146 22592.7 20327.5 2265.13 3166.86 2646.24 17160.7 16061.1 9793.82 3937.19 340.259 166.581 59.115 6267.29 6238.96 4364.98 3868.7 2842.37 1099.56 5856.62 2854.42 594.758 3002.2 2210.43 791.774 261.066 2259.66
internal_count=561967 315980 19349 1370 245987 201114 44873 42821 39170 158293 151358 106345 25243 2350 1199 513 45013 44693 31848 29217 23735 6935 81102 22968 4763 58134 33882 24252 2451 18205
is_linear=0
shrinkage=0.05


Tree=383
num_leaves=31
num_cat=0
split_feature=47 47 8 40 34 7 40 46 18 7 16 37 25 0 0 34 29 7 18 33 37 36 0 9 14 36 45 24 38 40
split_gain=11.4047 17.856 47.9491 40.9874 36.7228 37.64 37.1678 42.1312 37.1174 33.317 30.5678 29.3984 28.6141 29.4128 27.9013 27.1122 31.2358 33.4039 27.5664 26.6541 25.3308 45.6766 27.112 24.8712 29.9115 24.8494 24.0916 23.8674 23.3401 41.7078
threshold=884.38907311785408 6.6406517423143416 1.4850000000000001 0.10797639669387403 0.12526896436639703 3.2050000000000005 0.11277222340819607 0.0071076362807401096 9.9336919568468183 6.8950000000000005 2.4618258116064173 0.14305485007109706 6.7063248625529255 11.850000000000003 3.1500000000000008 0.28296265945504623 12.72348955170664 3.4650000000000003 38.085305876741323 272.06923298836313 0.19131185315601407 195.74261077462944 12.15 8.1600000000000019 301.82134385319245 430.36558245763155 3.1076736685583093 31.322790904271681 5.070285887597815 0.23914246285154653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 11 6 8 7 -5 -6 12 -8 26 14 -14 -4 20 -17 18 -18 -12 21 -16 -22 -1 -25 -10 -3 -7 29 -23
right_child=-2 2 9 4 5 27 10 -9 25 -11 19 -13 13 -15 15 16 17 -19 -20 -21 22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00035870703004230485 0.0070846285521131511 -0.0260819081690109 -0.03923926585374813 0.44388215558108951 0.03338066933199809 0.033810626269898968 -0.030124996698433881 0.10323910491151955 -0.028348294014838005 0.006485780699825962 0.17218863674584131 0.049487578212726813 0.0031098634051429847 -0.021679668228488411 -0.060954449564550706 -0.010221345891041182 -0.038889158055069359 -0.01577230517549558 -0.10495643013201646 0.041843835618759512 0.0052092438025601318 -0.024968992044908142 -0.017411464121747693 -0.036834105967178253 0.029711227620451593 0.0045193129898458487 0.068579078027656948 -0.056744666040784542 -0.0062931595896036745 -0.17399393225252893
leaf_weight=40200.328802689968 560.79689816338941 127.77649407490389 70.018868934363127 1.0821924157207821 64.298871133709326 155.43058156268671 14.515402307966722 5.6296751057961956 100.21957223612117 645.34507757867686 4.1690928803291163 16.560562025289983 1195.7444283048389 132.96288480260409 40.817708170972764 484.61898682545871 45.875802661292255 91.889293895568699 24.074154759757221 66.195852076401934 790.41429648548365 65.179386612260714 159.12913169455715 86.040592432953417 21.010122418403625 134.93224590353202 7.0946557009592643 7.6337765104835844 1704.266607090598 5.0594869162887326
leaf_count=517048 4353 2959 452 9 225 987 278 83 1535 4629 16 174 6394 946 337 2597 280 477 209 468 4635 394 1281 574 61 1074 37 100 9300 55
internal_value=-3.03931e-06 -8.85759e-05 -0.00259557 0.00967005 0.0159701 0.0102421 0.0448952 0.158163 -0.000283564 -0.00418186 0.0359386 -0.0133827 -0.0056131 0.000629191 -0.00799556 -0.00735427 -0.0165727 -0.0355916 -0.061627 0.0495667 -0.00519889 -0.00866018 0.00141835 0.000294615 -0.0237737 -0.00948856 -0.0211024 0.0295713 -0.00745729 -0.0357036
internal_weight=47029.1 46468.3 6160.94 705.539 554.107 462.515 91.5922 6.71187 299.451 5455.4 84.8803 151.432 4810.05 1328.71 3481.34 3411.32 646.458 161.839 69.95 70.3649 2764.87 1815.32 949.543 40307.4 107.051 235.152 134.871 163.064 1774.51 70.2389
internal_count=561967 557614 39931 7945 4775 3921 854 92 2834 31986 762 3170 27357 7340 20017 19565 3563 966 489 484 16002 10086 5916 517683 635 2609 2996 1087 9749 449
is_linear=0
shrinkage=0.05


Tree=384
num_leaves=31
num_cat=0
split_feature=38 16 43 45 8 39 21 23 13 16 36 8 47 28 16 8 33 1 23 30 45 39 8 43 17 39 22 8 36 45
split_gain=11.3845 28.9587 18.643 23.7473 22.3062 20.9167 27.1766 31.3183 28.0351 22.4503 22.0387 19.8174 18.5654 20.6063 19.8545 20.0483 19.8866 25.5 18.7177 18.6124 17.0136 20.902 17.2639 15.7411 29.84 44.8657 28.9079 28.4984 28.1706 28.4346
threshold=50.852404610663903 0.69152852879184767 0.58970741901776391 -0.67697330540345935 1.9450000000000001 1184.919363411203 2.7152531010333796 35.326922679600777 0.85331025570683627 13.228056252776407 5827.5426468003852 0.96500000000000008 3.1606295165894234 0.81779091101338708 16.45851857771893 2.3350000000000004 1124.1772475733303 1.5000000000000002 33.71113744037806 -0.22153616535536433 1.5734543124761833 4971.4883288123647 5.455000000000001 0.91168991834100988 519.77968419108709 377.95786510688595 29.374206190478112 2.5950000000000002 764.96367981687104 2.6716756306361291
decision_type=2 2 2 2 2 2 2 2 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 11 -5 8 9 -7 10 -8 -1 13 -3 15 16 -14 -18 -16 -15 -17 -22 -23 -4 -25 26 -26 28 -28 -30
right_child=1 12 23 5 -6 6 7 -9 -10 -11 -12 -13 14 19 18 20 17 -19 -20 -21 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.011774557114458781 -0.11373906496689486 0.042636881638960886 0.0027685677098109786 0.010101884924865669 -0.0059302263037302357 -2.5128576087949006 -0.068275565560094384 0.0042311816671287651 0.042111815371679538 -0.12540855212250943 -0.01011214255336372 -0.032341741621492469 0.0073792468325970546 -0.051932583364762676 -0.18428084439930997 0.02002455192844263 0.033392381749492682 -0.065298421044145877 -0.030186772675048042 0.013912580177704404 0.009280662814058387 -0.19589862800627833 -0.043609259543603611 0.00016570702477952611 0.0011151552841401889 0.00028680708919341376 -0.040508874545595756 -0.0064395310435105798 -0.012435040364500126 -0.057330875286631035
leaf_weight=29.534010829520412 4.8786670099943867 64.622968159615993 4820.9648186056002 284.72973346483195 366.47262365254574 0.010742174461486509 27.113118481764104 69.538539226050489 21.066767158568837 7.3362866649404159 40.785808820277452 184.35171967966016 36.035473578609526 11.446400377899407 2.5985354227013877 130.08297391654924 8.3279557973146421 30.576395494048484 8.1565421661362034 172.03552060958464 21.618923317175359 2.3133140061981967 9.5170548087917251 37130.313107406939 370.574102119077 2010.6195762368443 156.45098484787741 536.98241327516735 437.66124866483733 38.358531094097998
leaf_count=1270 50 603 56193 3449 2051 1 437 582 453 73 402 3732 190 224 33 1105 24 501 52 1334 159 31 102 447254 2194 26630 3618 2853 5818 549
internal_value=-2.73916e-06 0.00748503 -8.35517e-05 -0.0067324 -0.0134189 0.00187996 -0.0122353 -0.019958 0.0408097 -0.0423157 -0.0333377 -0.02625 0.0086742 0.0183565 -0.000964505 0.00203252 -0.0193834 -0.0441724 -0.0674175 0.00980487 0.0118465 -0.0199576 -0.073388 6.70916e-05 -0.000253051 -0.00463215 -0.0110542 -0.0149104 -0.0221024 -0.0160528
internal_weight=47035.1 502.211 46532.9 1030.94 580.358 450.581 165.851 144.774 21.0775 75.2352 67.8989 213.886 497.332 248.105 249.227 238.472 74.9398 38.9044 10.7551 183.482 163.532 33.4493 11.8304 45501.9 40681 3550.65 1540.03 1169.45 632.471 476.02
internal_count=561967 4408 557559 12450 7053 5397 1948 1494 454 912 839 5002 4358 2161 2197 2112 715 525 85 1558 1397 292 133 545109 488916 41662 15032 12838 9985 6367
is_linear=0
shrinkage=0.05


Tree=385
num_leaves=31
num_cat=0
split_feature=32 27 12 15 31 27 8 7 32 8 45 21 7 49 42 28 15 3 30 9 21 37 15 7 33 45 8 0 28 20
split_gain=11.401 30.8896 24.9797 43.1304 26.7973 37.1847 34.6959 27.0847 33.7206 39.7692 52.3678 43.6647 38.4036 39.9727 36.7088 34.6128 35.0714 34.1379 32.7671 32.6073 35.5251 58.924 47.4999 55.2513 43.4278 41.2545 30.6911 42.0675 51.273 55.196
threshold=0.34912009626294405 9.1181548488198683 274.67554969001066 6.1667701889089654 -0.61522904207182127 4.0159051478212326 1.675 6.2150000000000007 2.5541362750724992 1.5650000000000002 1.17724086109976 2.4858398251083549 2.6650000000000005 0.22516096074812811 25.394445727916963 0.74295418848198758 0.46021350984704845 1.0000000180025095e-35 1.0615188576867765 1.2050000000000003 3.4388045495336743 0.16121498238906554 1.5404373394218729 2.0550000000000002 6074.1783603174972 4.3606447883482877 1.6850000000000003 8.7500000000000018 0.70489937804962521 4.8194111176839751
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 12 10 15 -12 19 -14 26 16 -10 -11 -9 20 22 -22 -6 25 -25 -24 27 -15 -29 -30
right_child=2 -3 3 -5 7 -7 -8 18 9 17 11 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.00090474178181514011 0.079101951578445462 -0.014969256519407174 0.010172741997036801 -0.0018365297631511676 -0.00036067030945615656 -0.016500828279780781 -0.0026971367033429561 -0.0085469733911674832 0.2020775924405141 0.00065236493920954163 0.033480095711718831 -0.058122292843970948 -0.003844179419677499 0.0050225234846269055 -0.021862223963462574 0.02800097755433293 -0.0086793359249119507 -0.010110877575748849 0.0056543179711628679 -0.0036226065991041161 -0.016814771675388113 0.0094601046621975472 0.070880752306493156 -0.0033771564209831607 0.45270083781776577 0.35370886491560671 0.0017741866968090339 -0.006321418855501507 0.0024475126080884882 0.047407856468837509
leaf_weight=10261.334290655839 38.03444035211578 405.83347034471808 1662.6757275504642 1358.4912480501516 101.28893061543931 31.244676128495485 19.666519416496158 462.50166328914929 2.0080637321807435 1075.4170915440191 18.173980261432007 45.779421625105897 2836.981250529876 2205.5069787868997 150.61172855366021 238.59153230697848 116.08962945156964 2339.0056549416622 3335.7350738787791 8066.1380290974921 309.66347386484267 686.24895336120971 62.650994376395829 40.696305408840999 0.52873211726546188 1.3164270294364531 10727.500052500458 115.06834838137729 101.28400257241447 209.38468904513866
leaf_count=150335 222 9644 26653 13994 2375 285 121 3698 18 6089 299 1138 28710 56419 990 3948 4126 16620 23010 129138 4510 6310 2663 1847 13 14 63566 2892 1322 998
internal_value=-2.51122e-06 -0.00143983 0.000419183 0.00477268 2.46491e-05 0.0274324 0.0512219 -4.86722e-05 -0.000561175 -0.00493373 0.00957264 -0.0320912 9.34846e-05 0.00155131 0.00268437 0.0170428 -0.00509575 -0.00672085 0.00392506 -0.00247759 0.00520365 0.00129034 0.0240785 0.0476108 0.00247228 0.0767013 0.00296111 0.00780018 0.0221897 0.0327499
internal_weight=47025.5 10667.2 36358.3 3021.17 33337.1 88.9456 57.701 33248.2 29449.9 3835.07 420.643 63.9534 25614.9 16346.3 13509.4 356.689 118.098 3414.42 3798.24 9268.53 1202.39 995.912 206.481 105.192 41.225 63.9674 13358.7 2631.24 425.737 310.669
internal_count=561967 159979 401988 40647 361341 628 343 360713 334005 32238 9529 1437 301767 154897 126187 8092 4144 22709 26708 146870 17732 10820 6912 4537 1860 2677 125197 61631 5212 2320
is_linear=0
shrinkage=0.05


Tree=386
num_leaves=31
num_cat=0
split_feature=33 12 26 17 39 40 29 33 34 13 22 23 34 39 46 27 38 19 38 46 22 31 39 39 0 22 40 23 16 26
split_gain=11.7741 41.8998 35.9615 33.9096 30.9921 39.9375 48.7543 33.2811 51.1795 31.2165 31.1561 30.374 30.1082 29.9108 33.2004 39.147 30.3231 29.7735 30.0397 37.6028 29.2284 28.997 28.3433 28.0184 75.8476 49.8634 40.6491 41.2168 37.5587 44.5165
threshold=470.22837418410535 86.361514621882733 1.7419381133802558 488.46359613130647 475.14024481105179 0.15460979744466677 33.710642657192821 837.36374581252744 0.082837283775922713 35.256715849125591 32.41237845596153 84.726785664304842 0.099393127697564185 190.53704311122974 0.033165003847972635 3.91078761352653 5.540252222069431 10.612273081598572 19.477595451491364 0.021927734015687459 83.248755065353848 0.1750580720360885 445.74791763894171 607.38152952597238 4.7500000000000009 216.32262972187766 0.1183946677511017 25.17913565151478 2.9824620377847242 2.6121139021452411
decision_type=2 2 2 2 2 2 2 2 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 3 12 -2 5 7 11 17 13 20 -6 -7 -3 -9 15 -15 -16 -4 19 -19 -10 -12 -21 25 26 -1 28 -28 29 -25
right_child=1 2 4 -5 10 6 -8 8 9 -11 21 -13 -14 14 16 -17 -18 18 -20 22 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00026900922991549985 -0.0085503462213236646 0.0085805554487742644 -0.025084217838121866 0.0060248772636017833 -0.026223365434325407 0.0011856771168191221 -0.033289591434325992 0.0798273251477081 0.031312059498767988 0.015217034399131441 -0.0069488826036258212 0.031033164222700055 0.045717528316893907 0.0090186231705764452 -0.048342667069884437 -0.051678893841876711 0.058226342564399972 -0.031918497830415858 0.1181388544898062 0.023731551786703907 0.093980306781398681 0.00092225449208876455 -0.041571693295326111 -0.011453355257177019 -0.0025153565689796575 -0.01280083211505122 0.030170716659525188 0.0098280065223266683 -0.0033122951609792159 0.030297675699111778
leaf_weight=30601.472095627716 2641.4237204450183 231.13740045431769 70.653416612185538 470.06993906095158 135.63470024103299 2332.7553424200742 100.35130289557856 14.602389208972452 29.804062892217189 37.790544774557929 1838.813741096732 88.469265261781402 71.448038285132498 98.956603836792056 7.9782453262014306 36.311899261316285 40.863355457200669 46.272249148518313 6.4439315490890285 187.92235408810666 49.519603094435297 3217.4280458097928 18.227423205156811 90.292962274688762 1952.2967996638472 747.5893833306327 426.07472166966181 599.12973456346663 615.62128449085867 217.96522460679989
leaf_count=339887 24954 11201 3329 3338 919 19059 1774 124 146 607 44540 479 1084 1649 181 1070 500 1241 30 3483 376 31474 572 4792 21154 23354 2417 5497 9794 2942
internal_value=-2.61609e-06 -0.00137166 0.000416166 -0.00634839 -0.000196816 0.00370141 0.000860859 0.0148004 0.0263985 0.0526166 -0.00257464 0.00227628 0.0173495 0.0109465 0.00548328 -0.00727521 0.0408184 0.00368414 0.011536 0.00881462 0.0704341 -0.00194026 0.0179575 0.000454615 0.00445049 -4.26707e-05 0.0114278 0.0182824 0.00382145 0.0180682
internal_weight=47023.3 11772.9 8661.38 3111.49 8358.8 3166.92 2521.58 645.346 315.827 117.114 5191.88 2421.22 302.585 198.712 184.11 135.269 48.8416 329.519 258.866 252.422 79.3237 5056.24 206.15 35250.4 3901.38 31349.1 1949.08 1025.2 923.879 308.258
internal_count=561967 152130 123838 28292 111553 34620 21312 13308 4653 1129 76933 19538 12285 3524 3400 2719 681 8655 5326 5296 522 76014 4055 409837 46596 363241 25442 7914 17528 7734
is_linear=0
shrinkage=0.05


Tree=387
num_leaves=31
num_cat=0
split_feature=43 39 22 42 31 16 37 23 36 25 33 17 8 36 13 14 0 18 12 21 25 18 46 28 37 26 39 32 31 37
split_gain=11.0866 20.0449 23.0961 27.1741 23.3874 16.9094 19.139 18.6868 16.3474 39.7033 31.3942 43.978 40.121 38.9077 38.714 37.7548 36.7774 45.8194 36.3424 34.8845 31.9686 38.4269 37.5438 33.9273 31.2267 30.8038 30.673 30.4838 50.7279 30.1505
threshold=10.002276967430083 3733.4990488274057 147.40667478791943 17.495760713604852 0.37064128978349803 58.71443603673044 0.8213774847148928 39.181127422129883 193.57504647199559 9.4818971343672516 138.24853545264918 159.98196353172489 2.0950000000000002 829.99708208904622 24.303172935438138 7.7620113246034768 10.450000000000001 87.0314251718154 27.640393298739461 13.957213661181671 1.8346556592745085 25.568291102373855 0.029336593317033418 0.19134157272315427 0.28697887016966611 4.4639076477674431 183.54874293772824 1.9396813423164161 -0.0035961597074531341 0.14794789980745046
decision_type=2 2 2 2 2 2 2 2 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 27 11 -10 14 15 20 16 -14 19 -12 25 -13 23 -23 -22 -11 -18 -24 29 -29 -1
right_child=1 -3 4 5 -6 6 -8 -9 10 24 18 12 13 -15 -16 -17 17 -19 -20 -21 21 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.024844657490123087 -0.050913513989736606 -0.025952017793817457 0.082031083459642828 0.0085231209913448677 0.0099313744438660357 0.022898623658176531 -0.10717983086883409 -0.088581726647158313 0.0065293287234992441 -0.025362433989902802 -0.0062706276865071853 -0.01571474068111282 -0.013486607559084257 0.0042950172647609457 0.03369922875258307 0.0011768544152941933 -0.055100570222657519 0.03775213327909549 0.00013040553112086663 -0.00073010236285004867 0.1206031198666032 0.015488256409749225 -0.023014256587565923 0.017731262087283827 -0.00024470949948492284 -0.13652155366870553 0.0043389195244675155 0.0398069079627692 0.0030904660051538206 -0.001813364682660194
leaf_weight=145.03307252471859 20.779811431100825 47.256104173138738 20.335883830091916 702.61787437344901 25.166830297617707 13.738468289375311 6.4785563107579938 5.1750095859169951 4316.7331760082161 314.74001936863351 2410.9734225322609 190.68062763428316 794.51113464287482 658.793880937621 112.7209230447188 449.98817054647952 28.847473692148924 12.450417451560496 27625.277061179804 15.060788670554755 8.2122787456610222 232.84959848041763 209.76633887301432 333.4141855101916 203.90134008371388 19.447681047488004 200.40707622712944 107.55852769938065 750.3231208982761 7029.2208583556639
leaf_count=6161 530 527 101 3727 189 46 55 42 39342 7988 17992 3715 4769 4058 1703 2332 193 30 359519 72 171 2688 3271 3513 1866 182 3042 1554 6005 86584
internal_value=-2.49274e-06 0.00568483 0.00756705 0.00546526 0.0421539 0.0070745 -0.03301 -0.00760406 -0.000106154 -0.00207956 0.000342387 0.00321688 -0.0011597 -0.00562966 0.00570844 -0.0105818 -0.0166615 -0.0499365 -0.000383398 -0.0671687 0.00302396 0.00665277 -0.000546842 0.0202042 -0.0154875 -0.0878875 -0.00964974 -0.0012138 0.00769386 -0.00227896
internal_weight=47012.5 841.549 794.292 748.79 45.5027 728.01 25.392 18.9135 46170.9 8550.78 37620.1 7583.88 3267.15 1979.1 1288.05 1320.31 870.317 75.8064 30036.3 63.3559 1175.33 984.649 643.023 341.626 518.641 48.2952 410.173 8032.14 857.882 7174.25
internal_count=561967 5217 4690 4400 290 3870 143 88 556750 110158 446592 69081 29739 11636 18103 7578 5246 477 377511 447 16400 12685 9001 3684 9854 375 6313 100304 7559 92745
is_linear=0
shrinkage=0.05


Tree=388
num_leaves=31
num_cat=0
split_feature=37 38 16 8 21 28 49 33 0 0 34 33 14 40 27 25 21 38 21 31 34 9 32 7 17 15 27 45 29 9
split_gain=11.2326 32.2534 35.3562 38.8802 59.1625 40.0827 35.179 34.6869 32.6725 31.8995 31.8217 33.39 41.5065 37.3683 31.8214 31.3717 30.1293 29.4091 41.2875 50.604 53.304 57.5788 70.4497 73.8914 51.5909 47.2416 38.3322 35.7363 50.8281 33.4182
threshold=0.21332903102822101 6.0755053728515325 10.398595370490062 2.0550000000000002 13.344284537251562 0.58825316979296538 0.73919883243646722 2126.5540822067901 17.850000000000005 3.6500000000000008 0.27297151265311975 70.115270712968865 5.1697243300986946 0.16694650560131941 1.6118834092473322 2.7241276393542773 3.6027485158954922 4.5951370921059924 5.1831548294612997 0.077633134173448345 0.16265717994395917 2.2450000000000006 1.4463924296850699 3.5650000000000004 179.45437163121031 2.448194249514732 1.9099676089968736 -0.17732720578468106 7.1122072249403736 1.0950000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 8 10 17 -1 11 -5 13 -13 16 -11 -12 18 19 20 21 27 26 -24 -22 -26 -23 28 -7 -19
right_child=-2 -3 -4 7 -6 6 -8 -9 -10 15 14 12 -14 -15 -16 -17 -18 29 -20 -21 24 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0017345985568719268 0.00099132086257222043 0.00051591781936147403 0.0047299302145110342 0.017377228437560396 0.030037561548704302 0.43168378200365876 0.0047845293919539442 -0.065609564695689099 0.070873121116140331 -0.0024919297398915906 0.14659990209616508 -0.028591913551362449 0.0013857113372070557 -0.0049703299895749627 -0.025719034241798999 -0.032155914744979648 0.0018922231922168173 0.018143278390084221 -0.038307547028904029 -0.040311322258463567 -0.022393730093695753 0.52620714145577174 1.0160920009145389 0.25666950584855042 0.47661170716685286 -0.055219926729406302 0.035018902773313702 -0.0049791850714641069 0.077273829547050643 -0.0099241595436044047
leaf_weight=176.92182406633219 17718.875148551917 20125.108140676399 1255.9251161380671 256.27154690283351 95.056870377855375 1.1129399539204339 513.62006681103958 21.044548869132996 12.341007625218479 111.81772977281071 3.7259948058053842 219.64202609821223 3346.5062584060943 704.27942585805431 244.69476719410159 439.26005011120287 103.93916209484451 116.2391163490247 200.95856275194092 51.575658284593374 42.916670813516248 0.46620270237326566 0.50722969777416416 0.86918131483253092 1.0099689958151419 0.71186939720064391 2.6835344173596241 15.386957189883104 11.116161822807042 1210.0641683258
leaf_count=10624 141620 279225 9822 1412 547 20 10773 182 56 5041 18 1928 20456 4230 1558 23575 605 3055 5561 2726 2061 5 22 31 8 59 102 754 360 35531
internal_value=-2.3665e-06 -0.000603581 -0.00306301 -0.00430117 -0.00877931 -0.0100475 -0.00665736 -0.00155528 -0.0101807 -0.0202065 -0.001279 -0.000152408 -0.00120437 -0.0105858 -0.0157521 -0.0261369 0.00690016 -0.0107849 -0.0241584 -0.00200616 0.0237244 0.0728198 0.238123 0.536529 -0.011627 0.256734 0.107721 0.0457275 0.109528 -0.00746429
internal_weight=47004.6 29285.8 9160.66 7904.74 3004.64 2909.58 2181.58 4900.1 1667.96 728 4879.06 4526.7 4270.43 923.921 352.36 551.078 107.665 1655.62 329.315 128.356 76.7807 32.1422 4.52615 1.37641 44.6385 1.72184 3.14974 27.6161 12.2291 1326.3
internal_count=561967 420347 141122 131300 100911 100364 61124 30389 50351 39240 30207 28026 26614 6158 2181 28616 623 50295 11709 6148 3422 1294 160 53 2128 67 107 1134 380 38586
is_linear=0
shrinkage=0.05


Tree=389
num_leaves=31
num_cat=0
split_feature=34 37 25 8 49 13 36 47 26 22 25 26 37 47 35 45 43 36 8 31 16 17 34 35 17 14 25 26 47 33
split_gain=11.3455 25.2546 37.8953 32.5623 31.3212 28.6379 45.0806 32.5668 29.7011 32.6161 33.8421 32.5112 52.6842 28.1358 27.8871 27.0982 37.1887 26.6133 40.6171 36.201 36.7183 33.8329 38.6237 31.5285 31.3505 34.0421 28.7624 37.333 28.3433 26.6349
threshold=0.22320960302880888 0.21332903102822101 1.1036167985778491 1.5350000000000004 0.1820358513592388 32.284134341141659 636.32711396495176 1.0236494960453237 14.508401582363096 42.164451991274063 9.1835150622322423 3.8479313148848946 0.21736725282351008 0.063524042851444085 4.9232394864940154 -0.46040241553796263 5.7144850266580303 216.134710649364 2.3150000000000004 -0.04016662758300394 2.6024404797086018 85.852301810168427 0.3420547360370621 5.8526069445493976 35.618638177566602 7.2876300761309807 1.3515089712635151 2.3288372506930974 0.71215816743045257 104.20625970697624
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 14 17 7 13 11 -10 -11 12 -9 -7 -4 16 -15 21 19 20 -19 -3 -23 -21 25 -22 27 -20 -27 -28
right_child=1 5 4 -5 -6 6 -8 8 9 10 -12 -13 -14 15 -16 -17 -18 18 26 23 24 22 -24 -25 -26 28 29 -29 -30 -31
leaf_value=0.00064946857180452609 0.034615481690644261 -0.0002445508811600971 -0.01011498974481396 0.0025603320022618784 -0.0032272591476684275 0.021282058266856557 0.0027307812104279978 0.33734077871685697 0.035619858974830061 -0.042791660491242285 0.010734682641895718 -0.020506860386524307 0.020235311952623888 -0.045222408106645906 -0.038173488404668665 -0.031692110039703868 0.056246484476548335 0.089285390011903512 0.029009216278739088 0.016806367974358968 -0.046947200847561467 -0.0048272054587183118 -0.044056391355242641 -0.051267069603086572 -0.012510815007286756 0.10787358929522069 0.012706294163724742 -0.030699206054831799 0.0083262990552906389 0.00059934998609279953
leaf_weight=27550.924340800135 111.32403830153635 5040.8981683323218 460.0993295024382 274.7572002869565 5771.4925228040665 32.27401407295838 867.87731135933427 1.3753037867136324 76.306404637638479 41.671712941955775 101.34874792024493 267.04264070396312 27.510746545915026 15.647751067765055 109.66170854918892 345.21460348909022 21.351266638142988 10.32356145698577 32.532053446397185 1037.3682273670565 9.3723647329024953 185.59377647953806 94.790605307440273 17.292880593333393 272.59717820648802 15.76929919049144 521.42062376486138 134.06796757085249 13.082569065503774 3527.9172684978694
leaf_count=397817 1505 40448 4575 1868 54746 187 6501 20 229 339 590 2889 366 302 1472 4675 85 167 142 10064 104 2515 1338 279 5173 57 2667 986 89 19772
internal_value=-3.12459e-06 -0.000928094 -0.00340539 0.0118032 -0.00433135 0.000383056 -0.00546458 -0.0131146 -0.00472155 0.00922262 -0.00486123 -0.0150562 0.0353331 -0.0235482 -0.0155154 -0.0273336 0.0133329 0.00134629 0.00375498 0.0112146 -0.00348334 -0.00118482 -0.0180896 0.0156902 -0.00656454 0.0358415 0.00132064 -0.0190399 0.0627349 0.00215832
internal_weight=46988.9 19438 6727.33 386.081 6341.25 12710.6 1797.62 929.743 515.256 219.327 143.02 295.929 28.8861 414.488 569.761 382.214 36.999 10913 5591.74 1375.81 321.145 5321.28 280.384 1054.66 310.821 38.2242 4215.94 166.6 28.8519 4049.34
internal_count=561967 164150 64166 3373 60793 99984 16183 9682 4433 1158 929 3275 386 5249 6047 5062 387 83801 39500 15933 5590 44301 3853 10343 5423 250 23567 1128 146 22439
is_linear=0
shrinkage=0.05


Tree=390
num_leaves=31
num_cat=0
split_feature=33 12 26 38 14 21 18 21 45 47 30 24 49 45 43 39 46 23 8 39 0 40 34 26 14 0 21 40 16 1
split_gain=11.1627 38.0573 34.2047 33.0249 29.7803 26.6696 29.9294 39.8025 40.3144 30.9344 28.3271 28.9861 27.4956 27.2927 27.0663 26.8839 25.885 25.6203 25.5881 25.4692 61.9121 36.3857 40.6186 55.34 41.3358 39.1734 49.1563 34.4686 35.3896 33.8816
threshold=470.22837418410535 128.06864172937549 1.5006105914806207 15.865358630305414 2.5836367530968825 3.3594917297953555 25.010155338950302 3.3324624307469084 0.0066670741417109722 2.3186526210654357 4.0810702254623576 9.5264264732274917 0.60534107115616986 0.16400962512652154 12.427793744716825 3733.4990488274057 0.059179054614526438 8.6064751693546793 1.1150000000000004 739.0350874012646 4.5500000000000007 0.12741624697338197 0.16265717994395917 1.5646176176084297 8.8865625920628037 4.5500000000000007 4.184253246672168 0.11470161339171925 4.5028356224631976 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 18 4 16 6 7 12 -9 -8 11 -7 -6 -14 15 17 -2 -13 -3 21 27 25 23 24 -23 -1 -27 28 -21 -25
right_child=1 2 -4 -5 5 10 9 8 -10 -11 -12 14 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.016898781757278415 -0.034957684437728426 -0.025932754826596911 0.00038356364810975278 0.004001691750924327 0.0024389099278396796 -0.015084433019242212 -0.024380720076958757 0.33030654756345562 0.041030672600359169 0.032271826383998913 0.0048889942944109459 0.02512821104225417 0.059487577661266305 -0.063916700893450806 -0.10135865554392796 0.016357225919933101 0.017681929268587845 -0.0076662245508954986 0.030892632327236359 0.01424425139998467 -0.0018081279053286641 -0.032138846457770119 -0.00037688051167457517 0.013322015853066652 0.032871167248154282 -0.016904831641308245 0.0063418911487788405 0.020132061258008715 -0.0079991962538743192 0.0033054292236695433
leaf_weight=637.91272218733502 151.60926029447 22.927039888949366 7062.8659659367695 842.78730524389539 87.839703458594158 1158.3123330365052 89.084494720271323 2.0974672143347552 2.8287481828592718 33.029875111300498 421.21145632863045 62.104898468591273 48.173806665698066 4.9399546443019053 7.2233835421502581 143.04712795442902 27.606654046336189 1450.9620352068159 145.72982563119149 416.23179574977257 1665.8000325405446 157.90084396890597 25574.162248527326 1106.4987580308225 28.931732922355877 335.78546955432103 704.52482779242564 715.55050330981612 313.50265171803767 3561.8937925962819
leaf_count=30673 2131 5003 100311 7974 2001 10676 4221 28 16 542 2538 262 705 173 61 847 191 12640 1810 8389 17169 5108 253492 6117 664 16491 6544 4747 3681 56762
internal_value=-3.09333e-06 -0.00133657 0.000914949 -0.00492855 -0.00696815 -0.00595331 0.00920578 0.0244935 0.164198 -0.00905716 -0.00720607 -0.00901161 0.0196109 0.0480101 -0.00478262 -0.00436139 -0.026849 -0.00632015 0.0231678 0.000442339 0.0047619 2.37926e-05 0.000419077 0.00461166 -0.0220718 -0.00714346 -0.00116155 0.0123343 0.0046882 0.00567955
internal_weight=46983.1 11764.4 7231.52 4532.86 3690.07 3510.86 267.994 145.88 4.92622 122.114 3242.86 2821.65 140.953 53.1138 1663.34 1656.11 179.216 1513.07 168.657 35218.7 3111.08 32107.6 30429.4 4855.23 186.833 1678.22 1040.31 1445.28 729.734 4668.39
internal_count=561967 152130 107124 45006 37032 34710 7686 2923 44 4763 27024 24486 2879 878 13810 13749 2322 12902 6813 409837 33986 375851 322143 68651 5772 53708 23035 16817 12070 62879
is_linear=0
shrinkage=0.05


Tree=391
num_leaves=31
num_cat=0
split_feature=33 31 49 28 33 23 20 35 14 45 30 42 43 13 47 32 7 28 28 37 17 39 22 30 0 27 8 15 17 38
split_gain=11.0678 12.5497 19.0527 17.1072 27.7939 31.3846 24.3587 23.0294 22.7151 22.0111 20.297 21.831 16.2219 18.6109 26.4763 16.0429 38.975 44.9772 27.2937 27.2263 34.6018 24.279 22.3013 21.9491 35.403 35.5035 25.6801 27.4829 29.7054 30.2207
threshold=1.0000000180025095e-35 24.607669904713639 0.56764022303772532 10.711239570601325 1713.4934476613628 66.2848722941457 1.402365185921939 2.6895873260259133 8.8865625920628037 3.781307367236213 1.8955198683283039 26.684061473495735 1.8931714705993572 29.244155748456723 1.4234225997562711 3.8166053693937108 2.1550000000000007 0.52663234891248722 0.91656426333786756 0.089379382805962651 277.33520962760707 194.04928639218795 37.875771093345811 4.3165123326004471 4.0500000000000007 2.6441955885872677 1.8750000000000002 2.0798561403726645 530.98422477862039 6.0192823693802318
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 9 8 -8 10 -5 -12 13 14 -9 23 17 21 -19 -18 -21 22 -17 -2 -25 -26 27 -27 29 -29
right_child=1 2 -4 4 -6 -7 7 12 -10 -11 11 -13 -14 -15 -16 16 19 18 -20 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.070149909247407535 -0.00018888848708243137 0.014510026664172974 -0.0064963019534796211 -0.064721634976946524 -0.060500010775197233 0.06563653620625988 -0.0013107401882048839 -0.2098354381792801 -0.1019738611923315 0.089483331491589282 -0.04985041743381402 0.10275473814644798 0.031665515710191335 0.034790553461147684 -0.024852015809276373 0.093156249706554187 0.0059222804714716207 -0.061192211728856 0.025305599956452277 -0.0028449332119081907 -0.017878008638024214 0.012890596626789539 0.27834547001954663 -0.0044261676691834942 -0.0020394423598599611 0.033815863790607768 0.0062280185321427354 -0.00050106565289979161 -0.033220401474213984 0.027348654289481529
leaf_weight=5.6225585713982573 39688.187210978111 342.26164859114215 157.66929593193345 39.925548379775137 28.585072675719857 13.613938880152999 13.941365320235493 2.3419373948127058 9.3713443977758271 3.0429454743862143 5.3930509369820339 4.1445981934666634 48.915031346492469 9.3494526874273998 11.114041769411413 3.3127771928557177 398.11719173478195 10.307601709209846 79.151158439170104 986.32309073241777 625.53144379600417 3.0410420522093773 3.1922273599775508 1070.5957082815294 978.99264803656843 190.70939217554405 1806.6282331543043 175.94880848517641 34.884592086775228 218.22542228997918
leaf_count=71 506269 2795 1591 421 328 57 75 31 101 5 44 7 180 43 95 40 2667 235 558 7181 4631 83 35 11187 7247 2293 8797 2389 610 1901
internal_value=-3.05162e-06 5.34661e-06 0.00788501 -7.94369e-05 -0.0150623 -0.0070026 -0.0137053 0.00139592 -0.0417757 -0.0410375 -0.0490671 0.0164644 0.0154289 -0.0193969 -0.0570473 -1.80013e-05 -0.00427835 0.0263479 0.0153392 -0.00578691 -0.008679 0.129514 0.184035 0.000185444 0.00350462 0.00599792 0.0092408 0.0180231 0.0110035 0.0149173
internal_weight=46968.4 46962.8 499.931 46462.9 189.738 161.153 147.539 95.0332 23.3127 52.5061 49.4632 9.53765 71.7205 22.8054 13.456 46273.1 2108.98 99.0048 89.4588 2009.97 1611.85 9.54605 6.505 44164.2 4475.98 3405.39 2426.4 619.768 429.059 394.174
internal_count=561967 561896 4386 557510 1387 1059 1002 525 176 477 472 51 349 169 126 556123 15430 951 793 14479 11812 158 75 540693 34424 23237 15990 7193 4900 4290
is_linear=0
shrinkage=0.05


Tree=392
num_leaves=31
num_cat=0
split_feature=1 22 21 27 34 49 24 29 17 46 16 39 13 31 33 8 1 31 8 8 49 33 35 21 15 43 38 46 8 26
split_gain=11.0627 13.1074 23.5739 19.7348 17.7683 21.0165 17.7341 16.0319 15.9077 15.6461 14.6921 13.716 17.2364 13.2594 28.8318 13.1715 12.4156 27.784 62.2522 61.764 36.5184 37.5256 47.8365 34.5636 36.764 33.8527 36.3653 44.0685 57.6195 44.0584
threshold=3.5000000000000004 19.501324733895974 16.313052947640038 16.757246904647271 0.22671199360320546 0.55298937260114811 40.057716077274499 19.75710058111752 20.805642497527273 0.064483320612539793 14.283821939572933 199.34300646554979 16.937607923586231 -0.1870594079087792 212.48103996040211 1.7150000000000001 1.5000000000000002 0.74769084722388002 2.1650000000000005 3.3050000000000002 0.53171945718783664 222.16529029873467 3.4708515218826483 13.344284537251562 5.9051874228153816 6.1265211230029903 5.9393548148688664 0.028914555271111964 1.2950000000000002 5.6288996931682478
decision_type=2 2 2 2 2 2 2 2 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 4 13 5 7 11 -3 -5 -9 -8 12 -4 14 -2 -6 -1 19 23 25 -21 22 -22 24 -19 26 27 29 -29 -18
right_child=1 2 6 8 15 -7 10 9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011580965969512807 -0.16659145850326978 0.0077532082799198626 -0.0080684538440428961 -0.1422939475875796 0.090881641218959808 0.02947868069270549 0.0024016532563221962 -0.08197914343127341 -0.016509346187819518 0.022249325546592258 -0.065980250934580389 0.014891225776724054 -0.13756939006084598 0.0067716905415725233 -0.0091509801816651998 0.033693887997540826 -0.0064524246512208247 0.0054075450428995092 -0.0044268315133715345 0.010692419827500931 -0.0041615395922501158 -0.0078840558512524913 0.030853563350244917 0.022085544131638574 -0.010595368967716371 0.0056211568700130074 0.00047273799086644958 -0.022910196272605897 -0.0048858516905855368 0.01201474760063629
leaf_weight=14105.784983864753 3.560712335631254 32.306793966330588 11.224874507170169 4.5082590952515584 11.815526630729435 69.268964163959026 14.033493220107632 12.394786154851319 5.6810721196234226 5.0747869014739981 17.841075864620507 83.315671741263941 3.332233498338609 110.81595082627609 15.860915854573248 68.100320607423782 594.0959456331766 1932.5500080673955 9394.9643088158919 2121.1677486167755 217.12703731190413 668.02992357080802 177.10188726661727 247.08815499162301 440.74297857040074 1896.799042136161 9389.8264575397188 497.07649283685896 4105.7280289869814 707.71747265307931
leaf_count=78409 35 136 67 42 16 228 147 97 33 16 131 620 34 615 67 209 18629 19925 49880 12914 1257 4704 714 1101 4865 22966 222611 37730 74787 8982
internal_value=-2.91342e-06 0.0076367 0.0130993 -0.00515004 0.0239123 0.0116698 -0.00348187 -0.0131131 -0.0721626 -0.0517015 -0.0358736 0.00706725 -0.0377122 9.27853e-05 -0.0380157 0.0421491 -7.99959e-05 -0.000619183 -0.00252613 0.000505382 0.00690271 -0.000664757 0.0115685 0.00428853 0.00243565 -0.000679257 -0.00146063 -0.00453516 -0.00683238 0.00358706
internal_weight=46964.9 469.135 328.709 140.427 198.961 119.045 129.747 49.7764 10.1893 17.4696 31.8746 97.8728 14.5571 130.238 19.4216 79.9158 46495.8 32390 12015.3 20374.7 3183.43 1062.26 394.229 2620.38 2373.29 17191.2 15294.4 5904.62 4602.8 1301.81
internal_count=561967 2493 1701 792 702 477 999 249 75 113 278 721 101 717 102 225 559474 481065 75771 405294 19589 6675 1971 25891 24790 385705 362739 140128 112517 27611
is_linear=0
shrinkage=0.05


Tree=393
num_leaves=31
num_cat=0
split_feature=33 12 26 0 21 21 0 18 18 21 21 26 26 0 13 23 21 31 35 23 25 7 15 8 42 13 27 23 21 18
split_gain=10.8874 30.7805 28.5078 50.8112 86.2598 44.9984 45.1904 42.9569 42.7049 42.3661 42.2977 40.5875 39.0632 38.8457 34.3301 34.1766 33.8348 34.4714 30.9022 31.3428 58.7544 34.6201 30.6586 32.3111 31.709 30.5697 30.5198 29.928 28.7235 28.7169
threshold=186.2905456327488 17.638257463567342 5.7194075294530782 7.3500000000000005 5.3057910655561793 7.3337964438597361 3.7500000000000004 85.538151407965103 71.68264447424994 14.997231012355522 2.8704041152895106 9.8102451457301019 11.163838134882687 13.950000000000001 5.6480318532547065 40.985671723490235 11.86192808141285 -0.29153563387527642 3.4333334911413012 14.672340646419803 3.6107186527821358 2.3850000000000002 5.3283580516755773 5.1850000000000014 16.930087427406971 22.913673476600291 1.7405602732029684 10.742864100778929 7.6237032123647319 12.311237078027114
decision_type=2 2 2 2 2 2 2 2 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 7 6 14 -5 10 11 29 -6 18 -13 -4 -10 -14 -18 26 -20 22 -22 23 -21 -24 -17 -7 -12 -28 -8
right_child=1 -3 3 4 9 12 8 -9 15 -11 27 13 16 -15 -16 25 17 -19 19 20 21 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00084083052402039813 -0.011275879289265378 -0.00038201163927360191 -0.016478403949127942 -0.050660193836154679 -0.0016337521255132389 0.0023387745124601872 -0.12940356861411861 0.088557156696878636 0.053239441044632824 0.0090059125517560294 0.014467746671443779 -0.018344905898281767 0.018014087111078419 -0.08970887706860925 0.021462658200062365 -0.087959600168765195 -0.090666170552654385 0.0036878426118006308 0.0083164727339554104 -0.05333117060327746 -0.018244849980129499 0.0071590208549429163 -0.045012383834285963 0.016296785311555911 0.039691312717694785 0.026675179812963724 -0.079361851153840854 -0.00073131733116390217 -0.01393400629933992 -0.024043285521841266
leaf_weight=10697.262340447065 664.53643728059251 26722.560283816827 63.928377512842417 120.45729876571568 823.14828162896447 378.09295739745721 7.1953988168388596 5.8081472367048255 76.041033845511265 621.42115558916703 510.6594837011653 268.48998284665868 570.98006018484011 20.526756728999317 884.78599400795065 8.9710100071970391 9.7752480842173082 993.97935007628985 1003.8361638835631 110.44443067768589 172.10880937287584 607.47359805175802 18.783238766249269 19.622174448799342 26.832606832962483 16.534469591686502 17.278124825796112 885.49484469130402 575.58725296379998 63.913430297980085
leaf_count=153396 4645 346864 415 1303 4774 2310 77 28 423 4103 2516 1626 2637 183 6464 128 94 5166 4927 940 1898 3595 195 86 121 142 214 8640 3615 442
internal_value=-2.67564e-06 -0.000646347 0.000897671 0.00299144 -0.00435693 0.00493765 0.0102917 -0.0442563 0.00508224 -0.00145087 0.00291203 -0.00729359 0.00194554 -0.0234134 0.018906 0.03644 0.00829666 0.00276896 -0.00146782 0.0021471 -0.00433596 0.0015506 -0.0304573 -0.0428269 0.00481287 -0.0136452 -0.00876164 0.00482791 -0.0158408 -0.0347045
internal_weight=46966.5 27387.1 19579.4 8882.17 1859.85 7022.32 2517.52 126.265 1568.81 1733.59 1467.26 1112.17 4504.79 289.017 948.714 101.547 1574.73 1003.75 2930.06 1959.1 955.265 779.582 175.682 130.067 45.6158 25.5055 970.958 1396.15 592.865 71.1088
internal_count=561967 351509 210458 57062 12017 45045 19247 1331 12368 10686 11675 6583 25798 1809 6879 693 7897 5260 17901 11762 6835 5493 1342 1026 316 270 6139 11156 3829 519
is_linear=0
shrinkage=0.05


Tree=394
num_leaves=31
num_cat=0
split_feature=34 37 33 34 16 38 41 26 23 33 34 39 37 8 7 42 45 31 38 46 37 38 40 19 20 19 9 36 8 38
split_gain=11.1572 23.0452 35.3782 56.193 42.0816 38.4935 37.5215 40.9092 38.5096 36.4052 45.4762 33.2726 31.5693 39.3535 35.0749 31.2629 42.319 30.9507 30.8056 40.8775 35.3475 40.7194 48.6553 36.9846 33.4304 36.9588 30.7492 30.523 30.6945 31.5805
threshold=0.25640244475855051 0.16044709412623789 858.62225169361272 0.12799399804851372 7.5298398998473681 5.3480255482546015 4.0422300571525156 6.2181615072566139 16.686736476710021 259.47501895173315 0.1592923866680595 147.47989512993189 0.25074187495221295 2.0550000000000002 6.0150000000000006 14.057071986852863 0.098690865068701075 0.49173596982455275 8.7170944978004297 0.034488021556987082 0.091239563458610909 14.260633818093972 0.076841004504302882 31.105821985006873 9.9873536462551193 8.775839913341775 2.1850000000000005 278.09025960494301 2.4350000000000005 5.2072255684352058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 -4 5 12 -6 8 26 -7 -11 -5 13 14 -3 16 17 -15 19 24 21 23 -23 -20 -1 -26 -8 28 -21 -30
right_child=-2 2 3 11 6 9 7 -9 -10 10 -12 -13 -14 15 -16 -17 -18 -19 20 27 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0097396768136730361 -0.0011639537321846683 -0.012739433116044908 0.0024701956413008194 -0.072583476769146837 0.00094570251683748186 0.0091962002591008413 0.014076130496881518 0.0079863608786871088 0.038108525103687507 0.0072370697562126468 -0.010638817498001434 -0.015175214282494588 0.0033556582046484064 0.043751545166539195 0.016174575376624766 -0.0031581715181710963 -0.0022193730787037052 0.0092104969291989698 -0.011371048730049642 -0.019047883263983118 0.0050038349939107753 -0.0037534583363311442 0.0080329462205525459 0.0053323519030352932 -0.047258833547657163 0.00096704225273267397 -0.06632573168731308 0.0018886504211260173 -0.03562818668210329 0.022496303615056227
leaf_weight=2682.2883543549688 14353.834892574727 1337.9453876794869 860.7872601718409 26.497990330681205 1273.742201001558 2251.5286454558372 205.27987708360888 1552.0003938438604 252.49250662769191 772.02670313336421 659.89880963118048 531.34946689143544 2396.1327320816927 119.15141411894001 113.80858039529994 1973.4443621833925 317.14663232769817 142.31927781435661 1384.6652209269523 354.15592010994442 3805.4084011011 1844.5474892603816 1666.8577877703356 435.66934018750908 40.859855107308249 1434.2932338136015 12.622844093944876 4023.6812917751085 30.315540192648768 101.98629462020472
leaf_count=60397 113134 47977 6955 203 8291 27831 1230 12663 2062 8888 8870 4610 18223 1048 2349 11930 2337 846 36385 17575 47727 25918 15721 4317 1637 16015 116 55964 233 515
internal_value=-2.38825e-06 0.000509005 0.00196713 -0.00554078 0.0027632 0.00115997 0.00766772 0.0119014 0.0248184 0.00523209 -0.00100098 -0.0179021 -0.00118371 -0.00390036 -0.0104728 -0.000161616 0.0100585 0.0249507 -0.000702899 -0.00283827 0.00132274 -0.00130457 0.00184153 -0.00737334 -0.00641466 -0.000368753 0.00941855 0.000458441 -0.0113714 0.0091777
internal_weight=46956.7 32602.9 14798.2 1418.63 13379.5 10083.4 3296.14 2022.4 470.395 3683.45 1431.93 557.847 6399.95 4003.82 1451.75 2552.06 578.617 261.471 17804.7 8667.58 9137.15 5331.74 3511.41 1820.33 4157.44 1475.15 217.903 4510.14 486.458 132.302
internal_count=561967 448833 166429 11768 154661 130299 24362 16071 3408 45589 17758 4813 84710 66487 50326 16161 4231 1894 282404 152336 130068 82341 41639 40702 78049 17652 1346 74287 18323 748
is_linear=0
shrinkage=0.05


Tree=395
num_leaves=31
num_cat=0
split_feature=33 39 23 8 12 31 24 23 13 25 26 40 30 30 26 46 36 27 37 41 38 22 49 32 47 45 39 24 12 15
split_gain=11.1858 32.1353 48.31 42.6333 30.4874 31.9681 40.2734 35.6676 35.4422 30.2958 29.927 29.2933 33.0029 27.5511 26.2252 26.049 25.4889 25.4147 32.19 48.4855 39.7995 39.5267 32.7994 31.3095 29.1197 33.7563 31.3932 32.1145 28.0091 38.3428
threshold=103.0017417686023 88.690674720063853 8.2207748857906413 1.9550000000000003 27.256814299200389 0.50015607258192463 8.3847407120098776 42.454222701787323 26.473826189390717 10.515911840359101 2.7835470609897075 0.27420851558888948 -0.31094998016334996 -0.58786864507660408 1.7693537877337964 0.046760309744683148 207.01432134728788 4.7799471786116836 0.1666750900238603 5.8877134076351227 7.315879266307463 62.311606080885646 0.80713895686290382 1.1212523662609868 1.9731789334839605 0.0066670741417109722 125.31597450693128 4.0960107744838998 23.267440165314984 6.9014041134090487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 9 5 6 7 17 16 10 15 12 -1 -5 -4 -3 -9 18 20 21 -2 -20 28 24 25 26 -23 -28 29 -21
right_child=4 2 14 13 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 22 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.047730225177815618 -0.047443141882402333 0.018249082133018301 -0.029594096663407857 0.084848065433853703 0.00019620425281057356 -0.0083293019220475432 0.0059305841938236585 0.13104468206927655 -0.07341218079751631 -0.071973324411290729 0.035548658626064655 0.0016379210995645294 -0.0064517934669869759 0.0051759789373785866 0.0017926623012381822 -0.037303189842496698 0.018792058660507153 -0.020191556304179459 -0.007880024735295232 0.016168763188819872 -0.006984340269574083 0.28553731472230959 0.071201421438777543 -0.055310226429403399 -0.040749995634509234 0.018121125687702577 -0.078860655916407146 0.1177838681060529 -0.02660320646657903 0.10996101321532348
leaf_weight=50.478084577072877 81.93754760781303 102.04673232208006 67.963527069427073 10.986271725967525 33915.291793537937 2293.2688848013058 1336.7405544572248 11.396452491404494 4.522879429277963 7.8789330950821741 302.72625455982052 2012.792610116303 1188.9752350135823 880.64518530061468 3205.8352907487861 26.60355138516752 9.0911975773051363 291.52142776944675 668.54192508599954 99.128624087083153 235.4496099537937 2.3656702013686326 31.203360479674302 7.7192765014478928 6.8571716328151515 16.475228056020569 2.3910192961047896 15.770944004238116 31.989009192446247 12.242289628949946
leaf_count=1052 1936 2152 3684 32 443513 13479 10835 78 94 241 2519 11900 13827 4615 36686 893 122 3368 5343 1068 3013 18 201 191 74 240 53 141 528 71
internal_value=-2.34879e-06 0.00171909 0.00440645 0.0124388 -0.000348493 -0.00392961 -0.000408326 -0.00595161 0.0532677 0.0251888 0.0269634 -0.00208581 -0.0081329 0.00615766 0.00114108 0.00676145 0.0812337 -0.00693665 -0.00374865 0.00110453 -0.0174293 -0.00462626 0.0247456 0.0375472 0.0538899 0.071428 0.114212 0.0918957 0.0146342 0.0264787
internal_weight=46930.8 7856.93 4604.69 1330.89 39073.9 5158.61 2865.34 1528.6 25.0105 439.255 431.377 3252.25 1239.45 891.631 3273.8 128.65 20.4877 1503.59 1212.07 894.685 317.387 720.121 174.563 51.5793 43.86 37.0029 20.5276 18.162 143.36 111.371
internal_count=561967 77601 50822 10452 484366 40853 27374 16539 294 5805 5564 26779 14879 4647 40370 3045 200 16245 12877 7928 4949 6060 1868 717 526 452 212 194 1667 1139
is_linear=0
shrinkage=0.05


Tree=396
num_leaves=31
num_cat=0
split_feature=34 46 26 0 36 0 34 1 39 14 13 36 38 47 7 39 39 22 26 38 42 7 0 24 7 35 29 33 16 46
split_gain=10.9078 23.5316 28.2221 53.3085 40.8405 34.589 33.5259 24.6755 35.7264 33.7564 37.3582 27.4621 26.6487 28.2437 26.2721 30.2577 35.1898 25.7359 30.3549 25.652 36.0521 33.394 37.5066 55.6378 28.1795 27.3307 25.2474 24.9054 24.6442 24.5292
threshold=0.21309250269354713 0.0088289255632219461 1.2362516020587702 10.550000000000002 708.59199203775859 19.250000000000004 0.11677940325979162 1.5000000000000002 262.26498808023848 25.756326540744677 23.427202567744377 174.1225027432009 35.508296930646019 0.097030757129642028 1.6950000000000001 110.50398171169134 106.02330822825427 48.903162444708663 5.070766581195925 8.8459921787156492 11.024230125091945 2.2150000000000003 3.5500000000000003 4.8073447838052781 2.8050000000000002 12.417856218878518 3.6795725507192008 7592.3019548640486 1.7443999936004586 0.070141524513956541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 11 26 13 14 15 16 -9 -12 -19 20 -16 22 23 -21 -23 -24 -4 -26 -10 -15
right_child=-2 2 5 -5 6 -7 -8 12 28 -11 17 -13 -14 29 19 -17 -18 18 -20 21 -22 24 25 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0028867090226410387 -0.00083967369100957333 -0.041600089251638446 0.025788511791750318 0.040995027207227593 -0.024650893008366905 -0.019210763432416025 0.043368846991382021 -0.010735428047248851 0.02509715514907343 -0.022793883011907618 0.011663868212266044 0.010062952143056409 0.019892582004897578 -0.00026606679716141421 -0.031760673860547421 -0.057908050958748514 0.26444946140594233 0.049384718796406574 0.014534267742655078 0.37207033459200878 0.015907422615463962 -0.046251093381868558 0.079448276823493716 0.086102576935294897 0.04449899886582221 -0.07321876181204702 -0.0050231054931241543 -0.046894978976471866 -0.0020994102751799148 0.0075196685391563309
leaf_weight=3896.9685354286921 21274.207653894468 134.73559732358262 74.167998454533517 35.582627134630457 42.040639814280439 199.26908109581564 31.83207491732901 3.8523759472882402 87.709640859626234 84.672370997723192 362.71604011766613 1505.7016331774648 181.11438248609193 14941.410206254877 46.67918160132831 23.442017398600001 1.6633377533871678 129.04010216984898 121.13628067355603 2.5167575241066542 263.99901060800767 12.886267144873271 13.623422524193304 5.2468134531518444 64.573259579017758 3.7353759653633452 641.86365954810753 8.4269437673501653 1655.4887973847799 1085.1032467274053
leaf_count=46354 184204 9354 370 259 2204 1277 359 65 505 554 1846 7969 1385 273929 1194 968 8 705 589 37 2371 278 126 78 430 117 4647 75 9663 10047
internal_value=-2.53012e-06 0.000691497 0.00133219 -0.0155703 -0.0252187 0.00152398 0.00465911 0.00171778 0.00493297 0.00831509 0.00924434 0.00622952 0.000817872 0.000608206 0.0129532 -0.0331162 0.0722503 0.020173 0.03251 0.0161169 0.00874532 0.0367475 0.0874532 0.178806 0.0219157 0.0465964 -0.00183158 0.0339487 -0.000731006 0.00026108
internal_weight=46935.4 25661.2 21764.2 244.191 208.608 21520 73.8727 21320.8 4662.5 2919.3 2834.63 2221.73 16658.3 16477.2 450.645 28.9577 5.51571 612.892 250.176 421.687 310.678 111.009 25.1224 7.76357 85.8865 17.3588 716.032 73.0002 1743.2 16026.5
internal_count=561967 377763 331409 12176 11917 319233 2563 317956 26848 16680 16126 12986 291108 289723 5747 1041 73 3140 1294 4706 3565 1141 358 115 783 243 5017 505 10168 283976
is_linear=0
shrinkage=0.05


Tree=397
num_leaves=31
num_cat=0
split_feature=37 38 43 45 36 33 34 45 49 1 7 21 27 47 45 27 13 16 21 15 12 39 29 17 8 15 38 39 28 43
split_gain=11.0341 47.7661 36.4399 34.6336 29.5942 37.2574 29.3867 34.3053 28.3063 54.6919 43.5693 41.6474 39.7991 38.1943 37.9247 33.0521 36.914 32.7505 32.229 61.9766 31.5401 32.917 27.9742 32.6281 29.4925 28.1237 27.8958 27.7409 29.4801 29.1863
threshold=0.32129380006411362 3.2443637675133394 9.2345236898557008 5.2908005714649811 764.96367981687104 303.61512417499665 0.37542133961880769 1.0264006050296193 0.48749125258167386 1.5000000000000002 4.495000000000001 9.2258643502251925 3.0834976434569388 0.42756933583525231 -0.21813346034721978 1.9984233081413441 11.017808429886985 11.130278177285421 5.9809158001443814 3.7736003356439154 45.585562927170265 1075.954404603315 14.712688054000129 158.12056853977586 5.0550000000000006 4.2167326901841937 3.532325591095232 3.7111735853128702 1.540592415091208 5.0670908448214922
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 10 -10 12 26 14 -11 15 16 -8 -17 19 -18 21 22 23 24 27 -25 -12 -15 29 -29
right_child=3 -3 -4 4 -6 -7 7 -9 9 13 11 -13 -14 20 -16 17 18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.014945986419437033 0.0059689478290400567 -3.8691437722878342e-05 0.0079211694705124906 -0.024741501558601147 -0.0041231201788729625 -0.10990681174778386 0.0053266734637645915 0.011660911575963067 0.0025049780223245898 0.0099729851217559614 -0.0035333861183411948 0.019652106544275141 -0.019921991946163981 -0.055507200818822357 -0.0049063355441864619 0.0060674668978711599 0.05743067048672254 -0.071882567364929678 0.038011631241929605 0.33725986976243361 -0.030854454542521587 0.054730360788355796 -0.041754922713371223 -0.045570664338286174 -0.058522334084009711 0.047395691478853877 -0.074474097867058872 -6.628060567241799e-05 0.010948076754686382 -0.061268972699671589
leaf_weight=901.37435306661064 3196.530692515953 38361.344943680931 215.95871243524016 69.054689924698323 161.9298252761364 15.775557518005369 105.83184383017942 509.40889361966401 824.05741975083947 127.82688938942738 61.434097244287841 466.57658662134781 271.33361398871057 27.60644618049264 658.29155960236676 59.818130410043523 7.5031408868380804 17.392896436154842 102.97645680862479 2.6874283805955201 342.12752144935075 18.512166636064649 71.871598320547491 10.117528036469592 32.924296971410513 41.517033381853253 17.893906331155449 44.305698927957565 145.64001459162682 34.763785574235953
leaf_count=8161 20671 501761 1340 495 1193 158 614 2927 3845 1142 515 1982 2931 235 4892 437 79 193 599 37 4119 72 900 92 256 157 223 553 981 407
internal_value=-2.53717e-06 -0.000335511 -0.0105262 0.00176296 -0.0166559 -0.0405794 0.00239431 -0.000460578 -0.00222834 -0.00679487 0.00220812 0.0139576 -0.00302431 -0.0153364 0.00177916 0.0166369 0.026554 -0.0114919 0.0464055 0.131226 -0.0195414 -0.0104824 -0.0134359 -0.00739413 -0.0140147 0.0291794 -0.0195354 -0.008207 -0.00239598 -0.0269747
internal_weight=46924.4 39478.7 1117.33 7445.71 246.76 84.8302 7198.95 4002.42 3493.01 1721.27 1771.74 545.905 1225.84 897.213 954.501 296.21 218.999 77.211 113.167 10.1906 769.386 427.259 408.746 336.875 285.24 51.6346 79.328 252.316 224.709 79.0695
internal_count=561967 511262 9501 50705 1846 653 48859 28188 25261 12759 12502 2720 9782 8914 6851 1959 1329 630 715 116 7772 3653 3581 2681 2432 249 738 2176 1941 960
is_linear=0
shrinkage=0.05


Tree=398
num_leaves=31
num_cat=0
split_feature=47 8 37 0 3 21 25 43 46 22 46 41 38 33 37 38 40 31 29 47 31 26 13 23 16 7 33 47 41 37
split_gain=10.9157 46.5212 39.572 34.8469 33.2047 30.423 28.5793 32.5664 27.7491 26.8265 36.0849 36.7191 35.154 27.0139 26.1308 27.0885 26.6684 25.9178 28.5152 25.8064 28.6736 47.8314 32.7733 40.7936 71.8383 41.6304 35.777 38.6883 40.75 31.2264
threshold=3.2694008487789117 1.5550000000000004 0.15518167938162972 3.4500000000000006 1.0000000180025095e-35 5.1081981150989195 2.9454246328974993 7.8189557062867037 0.015234310734004728 26.010031343636882 0.008395216883857597 2.3404957282968701 7.657134764972394 3.5999921744483085 0.09987786045955889 10.227700571053999 0.27665633089922376 0.062247909475835868 44.316755132407785 1.1204977601494785 -0.32064464974507434 1.3927854187561952 44.037233007595866 40.060796379863781 7.614146801628757 5.8950000000000005 2535.9026624862568 0.64599169143101576 9.3044485425343186 0.60653932384699194
decision_type=2 2 2 2 2 2 2 2 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 9 5 -5 -3 7 8 -7 13 -11 -12 -13 -2 15 -14 -16 18 -4 20 21 -1 23 26 -25 -26 29 -28 -29 -23
right_child=1 3 17 4 -6 6 -8 -9 -10 10 11 12 14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.04746075492591581 0.048342032607739394 0.0034777437265026872 -0.00036449451379751575 0.0029064374993277671 -0.0039134063617010861 0.0038137416359512346 -0.012966647281669708 -0.15095013162896856 -0.049954693405227762 -0.021430252403836825 -0.2246864362591949 -0.014098114995617347 -0.033293554557163957 -0.028998743118130357 0.033921611397676549 0.011847764934078048 -0.034408744116540338 0.024037044161472967 0.091084562789761195 0.0019624151302429535 -0.0012377147831255718 0.0068794530739513292 -0.016795168138117378 -0.027130245968058655 0.055092454224500431 -0.076336628451042152 -0.049359165644792327 -0.089660990414075048 0.064780435641781473 -0.083837671793573959
leaf_weight=66.595076788653387 12.519755184650419 210.63758465624414 225.75844344811048 2588.9313742921222 5746.3040112755843 33.955407624132931 456.07307583815418 6.2961224801838389 81.808185687288642 120.63774890388595 1.6824017148464907 126.79435760408523 39.215356195461936 114.98340386082418 191.60310349130305 217.86892168584745 15.429277785588054 398.31366400691331 8.8587662584613991 15404.657497950713 19471.23924835489 944.70851563748147 165.49500726384576 41.73484470587573 120.29769317380851 6.3428309033624819 60.080046278773807 5.6620528085622963 17.38611721585039 9.5822138041257841
leaf_count=1526 25 1276 3013 15661 32426 151 2429 59 544 2439 21 3180 1212 998 2336 3878 103 2917 105 181249 283535 15747 3335 1761 904 66 684 73 191 123
internal_value=-2.49953e-06 -0.00141434 0.00682862 -0.00274571 -0.00179516 -0.0127905 -0.0187177 -0.0402066 -0.0341835 -0.000280458 0.00349586 0.00857021 0.00923432 -0.0214045 0.0156086 0.00496196 0.0288292 0.0162717 0.00308847 0.000409528 -0.000734552 0.00607907 0.00406942 0.00693308 0.0297611 0.0485098 0.00322805 -0.0282321 0.0268401 0.00596855
internal_weight=46911.5 10597.7 1473.67 9124.01 8335.24 788.77 578.133 122.06 115.764 840.734 713.231 592.593 590.911 127.503 464.117 257.084 207.032 632.931 234.617 36313.8 20909.1 1437.88 1371.29 1205.79 168.375 126.641 1037.42 83.1282 23.0482 954.291
internal_count=561967 72773 20227 52546 48087 4459 3183 754 695 14192 13169 10730 10709 1023 7529 5090 2439 6035 3118 489194 307945 24410 22884 19549 2731 970 16818 948 264 15870
is_linear=0
shrinkage=0.05


Tree=399
num_leaves=31
num_cat=0
split_feature=24 22 39 20 13 9 43 0 19 25 13 0 15 22 16 25 26 28 21 47 21 35 13 46 12 28 26 19 33 22
split_gain=10.9688 35.0813 40.7172 46.9775 40.0939 63.9266 28.7471 31.0323 57.9909 45.3229 41.6996 29.5304 34.4574 30.3635 30.1901 26.9706 82.0583 27.5636 26.8143 26.7928 26.8448 25.9425 25.8379 26.5925 25.3119 25.3029 24.9434 38.106 26.4111 24.7664
threshold=19.559567624102893 323.46836020593946 2682.0031586110122 2.510719235929622 16.465230385012578 2.9050000000000007 3.8075763153301225 6.2500000000000009 17.541041217217622 6.6270615761182006 6.9972931996397731 3.3500000000000001 14.000601903892576 71.916435227572279 26.571207094652266 13.779727123029502 7.6057503089917651 0.15238861584176203 4.6019159651797112 0.87695572432075453 4.7749614290305624 3.3591260467788877 17.665101590529478 0.11346122800488824 80.931667621795427 0.34414756847075206 7.5278262768776605 88.215944346908259 178.22401349199359 79.566174994653082
decision_type=2 2 2 2 2 2 2 2 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 6 3 4 -3 -6 7 9 -9 10 -2 12 25 14 -13 17 -17 -1 -10 20 -20 -22 23 -5 -25 -11 28 -28 -27 -23
right_child=1 2 -4 22 5 -7 -8 8 18 11 -12 13 -14 -15 -16 16 -18 -19 19 -21 21 29 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.037584654297875754 0.046695723331423696 -0.062454779701977936 0.0015933687267487399 -0.043755288030414174 0.041719700862354187 0.4235207490177535 -0.00075176666528342922 -0.02859687308288977 -0.030696045170603467 0.081247832550939175 -0.0015923526935714589 0.0206160173747174 -0.013240547275864359 0.004510703426297745 -0.046819685242441879 -0.026270871174552481 0.0002480637957606622 -6.8825016809008618e-05 0.1154502367228722 0.0006457897715824851 0.049561027447902278 -0.012672818676763609 -0.012093072880856948 -0.053864345038269479 0.12364265870011565 0.039686684781060549 0.037345182790094578 -0.087193477610515949 -0.026267385846714245 0.021029561263177593
leaf_weight=49.027743580634706 46.621849113376811 9.3645189835806359 1186.4527910522302 111.41684969843482 44.617675912973937 1.1239629988558579 3024.8713441279833 162.34994765635929 56.482048348290846 23.269483115815092 1089.509159372421 588.53384707574151 50.745696259313263 993.56548218324315 17.078442173078656 402.40377359399281 1060.4394048040849 35718.592437656218 6.8860451966756946 1007.4138573297532 46.736475193873048 85.629220708506182 661.19515554048121 3.4563456904143077 4.793735584942624 24.799237839295529 247.81544674187899 6.2983225481584659 39.128706389514264 149.99742334650364
leaf_count=5542 285 176 8237 1920 995 18 26222 2097 1953 314 15097 3487 550 10559 114 15121 8172 437632 50 6509 192 517 12827 40 15 219 1138 65 902 1002
internal_value=-2.38972e-06 0.00149609 -0.00436178 -0.0128137 0.031804 0.0511013 0.00304115 0.00551227 -0.000359869 0.00835786 0.000389179 0.0129045 0.025202 0.00988964 0.0187143 -0.000392406 -0.00704685 -0.000120249 0.003028 0.004497 0.0179102 0.0155315 -0.0159624 -0.0373415 0.0492767 0.0309176 0.0272352 0.0342584 -0.000682163 0.00878176
internal_weight=46920.6 9690.15 2022.42 835.968 55.1062 45.7416 7667.73 4642.86 1515.5 3127.37 1136.13 1991.23 392.057 1599.18 605.612 37230.5 1462.84 35767.6 1353.15 1296.66 289.249 282.363 780.862 119.667 8.25008 341.311 318.042 254.114 63.9279 235.627
internal_count=561967 95500 24228 15991 1189 1013 71272 45050 12320 32730 15382 17348 3188 14160 3601 466467 23293 443174 10223 8270 1761 1711 14802 1975 55 2638 2324 1203 1121 1519
is_linear=0
shrinkage=0.05


Tree=400
num_leaves=31
num_cat=0
split_feature=32 7 24 46 49 8 8 15 15 26 36 16 29 8 12 26 30 46 40 27 0 36 26 23 24 25 12 23 28 22
split_gain=10.7366 22.3122 29.7391 29.3769 28.8006 27.9323 27.2908 25.2131 25.0102 35.2737 41.1371 30.1899 47.4538 33.1089 26.6798 38.9403 25.9504 24.87 24.0314 23.8066 25.7392 28.1426 32.3689 41.2739 31.7728 41.0762 26.0158 24.6969 23.6632 23.043
threshold=0.051239860607803674 2.8050000000000002 25.750631485840064 0.048354904442374898 0.26510255243978559 4.1950000000000012 2.6350000000000002 13.16326500432673 5.6649083664733562 3.1139088588953316 438.43973846057298 3.4266355668374184 3.6795725507192008 1.4550000000000003 256.36555878404067 3.2732080420711926 4.8612993299281655 0.048101012608500228 0.27167639339730548 5.0893806412730092 3.2500000000000004 112.6566599265029 6.1102466435327516 18.813234570491606 17.753011259945126 3.7312723477825878 43.222884923365847 25.377129604578183 6.3674858893649491 29.374206190478112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 8 16 -10 19 12 -12 14 -13 -16 -6 18 -9 20 -11 -22 23 26 -25 -26 -23 -24 -8 -1
right_child=-2 -3 -4 5 6 -7 28 17 9 10 11 13 -14 -15 15 -17 -18 -19 -20 -21 21 22 27 24 25 -27 -28 -29 -30 -31
leaf_value=0.014137105928452043 0.00022704679618879638 -0.0066857864459281659 0.019183669418444002 -0.013981701642860563 -0.0012459712248703964 0.012521452201512441 0.02358838983089449 -0.062530489628507976 -0.050354146718327358 0.094436269206588985 0.36326113339622651 -0.019503950166573625 0.039262998303201117 -0.041334016204261123 0.51998167202901657 0.056384151741180805 0.28512764925274814 0.21101491745873813 0.029328675626864528 -0.063210047980496328 -0.080361017876470431 0.082083621896829689 0.031642239333475423 0.10867418818028118 0.5867701136599871 0.14126959714358414 -0.040100178392964633 -0.072849538077152026 -0.084915818172360297 -0.023153927393234928
leaf_weight=56.209702705033123 42956.240514869089 1761.5649888800981 201.35104697570205 567.42715580778895 589.11732451390708 120.53262987127528 242.0591381015256 31.294162150385091 16.751215961412527 25.669618850341067 1.2902232191408973 16.907667757477611 9.1075531328096968 41.604984344914556 0.46554384968476625 16.753689048928209 0.79213947977404942 0.99806786444969375 9.2168704373761994 4.7656705243280149 4.8214739072136572 9.4192513542366232 30.136967906961218 14.732527829241009 0.84205175109673236 1.3420453904545864 8.1057023748289776 6.9609311196254557 5.1313281161710611 157.50463518535253
leaf_count=378 498294 21392 2550 10072 16069 630 985 1131 1166 240 18 506 133 485 10 409 16 10 59 144 79 72 234 275 11 40 250 176 51 6082
internal_value=-2.4189e-06 -0.00249604 0.000872036 -0.000980798 0.00343518 -0.00933827 0.00673059 0.0024382 0.00441062 0.0192431 0.025286 -0.000423464 0.0794668 -0.0113922 0.0251107 0.0689181 -0.000861424 -0.0355564 -0.0416311 0.0460203 0.0511223 0.0365618 0.0444419 0.0793475 0.135058 0.313027 0.0255707 0.0120357 0.021336 -0.0133459
internal_weight=46909.1 3952.88 2191.31 1989.96 1302 687.96 1088.29 841.096 799.587 209.677 192.926 86.1297 10.3978 75.7319 34.1269 17.2192 589.909 41.5091 40.511 106.796 102.031 76.361 71.5395 34.4416 16.9166 2.1841 17.525 37.0979 247.19 213.714
internal_count=561967 63673 42281 39731 29029 10702 22569 21533 20333 4248 3082 1561 151 1410 925 419 16085 1200 1190 1521 1377 1137 1058 648 326 51 322 410 1036 6460
is_linear=0
shrinkage=0.05


Tree=401
num_leaves=31
num_cat=0
split_feature=36 28 34 43 40 41 22 46 38 37 29 47 9 9 31 17 45 35 25 17 36 45 27 27 38 13 13 39 24 8
split_gain=10.589 19.4138 23.664 18.0526 17.8212 30.5831 35.4055 30.6714 27.2608 41.945 28.2348 32.4136 31.5532 37.6668 47.9697 38.0325 28.7167 28.1188 45.4539 27.2729 26.8953 24.5675 27.8249 28.3464 32.0481 24.2845 24.2624 23.8502 24.7719 23.0224
threshold=249337.88622641834 1.2671887664633832 0.91990122346397907 5.2643304302168454 0.035990462356050211 37.150241088895086 1773.8278737205007 0.012263843846666704 18.55293795391318 0.063131720424749155 91.984688040427528 1.9731789334839605 2.1450000000000005 2.2150000000000003 0.15383974675335285 27.275910189692034 -0.36042625653024291 9.2097250626344689 1.0153157777054196 211.77597763248335 1328.0159188474215 -0.11492476361653202 4.6401122222875113 4.0911862022010128 25.504213735069857 10.211618175513046 68.338153681597291 42455.807355274017 1.6461877266739038 0.94500000000000006
decision_type=2 2 2 2 2 2 2 2 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 5 6 21 27 9 10 11 12 20 14 -14 -15 -13 18 -17 -18 -6 22 23 25 -25 -1 -23 28 -7 -9
right_child=1 2 -4 -5 8 7 -8 29 -10 -11 -12 16 13 15 -16 17 19 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.088973225696521163 0.023698693250693681 0.0053485497581873508 -0.050151326413745645 -0.089383640619520519 0.024568829171400144 0.022285525631776812 -0.087934298770990751 0.083864269944997211 0.0063338331446016922 -2.7159014885144318e-05 0.078243543415519146 -0.052172295034994189 0.19630891381011933 0.38917730855168631 -0.0068718664034906497 0.52778490765634078 -0.089862610350374059 -0.025637197735016277 0.028904086815578236 0.00029974014808860583 -0.023460568183428246 -0.0018685568296048127 -0.070694288305187744 -0.085099807187923496 0.080221145707389155 -0.017370988517865428 0.096803928093715519 0.0059031318872199345 -0.02600276490022331 0.0095143312912424234
leaf_weight=13.714869794668628 129.93994030577596 446.837069459958 20.888990464620292 5.0862928330898276 34.173210274835583 30.459005175158381 19.118354264646769 10.935545433894729 1660.3036679123761 43298.4795330575 8.0566158756846544 94.333094707981218 6.2820156814996135 0.64199101738631625 5.403855629847385 0.46268113807309319 9.5857379661174473 40.580237233021762 34.629097272409126 67.085366319282912 198.19598797807703 57.901793869154062 30.511723817908205 3.7829927293350947 13.023515049600972 86.705549803795293 6.9810119341127566 145.05216479010414 207.44129808258731 217.43591541820206
leaf_count=294 676 3444 173 72 1798 246 281 185 15635 518744 150 1661 94 3 83 17 181 939 359 950 5284 977 1029 113 82 1719 33 1431 3747 1567
internal_value=-2.81525e-06 0.00658163 0.00187746 0.00428236 -8.85319e-05 -0.0072916 -0.022759 -0.00142826 4.50556e-05 -0.000193341 -0.0146006 -0.0161229 -0.0067407 0.0187578 0.102353 0.00595701 -0.0337001 0.00270582 0.0354818 -0.0109727 -0.0163972 -0.0168986 -0.0281618 -0.0170915 0.0430089 -0.02715 0.00874803 -0.0100769 -0.0198203 0.0130746
internal_weight=46904 602.752 472.812 451.923 46301.3 843.064 231.74 611.324 45458.2 43797.9 499.43 491.373 320.369 87.9999 11.6859 76.314 171.004 75.672 35.0918 76.6711 232.369 212.621 147.739 117.227 16.8065 100.42 64.8828 382.952 237.9 228.371
internal_count=561967 4365 3689 3516 557602 11704 4528 7176 545898 530263 11519 11369 8577 1495 177 1318 2792 1315 376 1131 7082 4247 3237 2208 195 2013 1010 5424 3993 1752
is_linear=0
shrinkage=0.05


Tree=402
num_leaves=31
num_cat=0
split_feature=40 34 22 9 47 47 45 47 45 8 24 15 12 9 38 23 34 31 27 0 43 29 30 41 25 34 49 20 37 49
split_gain=10.5542 32.4177 28.359 28.9617 28.3485 25.9962 22.4554 30.229 28.2053 23.3667 40.2549 21.7252 27.6325 21.6241 21.4616 23.3773 38.5127 30.6344 22.2123 19.889 19.3362 19.0267 18.9995 18.9102 19.9693 18.0208 26.9041 30.6511 30.4339 33.22
threshold=0.68282795223151693 0.8051570887690197 1773.8278737205007 1.1450000000000002 0.27064283423486729 0.11343252714847969 0.34041979042217668 0.81242993336673563 0.45611622987390993 1.7650000000000003 4.9469553008491891 3.9720016186579952 128.06864172937549 1.9450000000000001 5.4678178887448343 57.693465671897677 0.57818148692263716 1.9252212180609629 7.4336724540032533 3.9500000000000006 3.5314450045168084 16.47654002258697 0.71700952909807725 2.0731899262692184 7.7463968950845867 0.25640244475855051 0.73919883243646722 1.0917215527404156 0.44302848314813009 0.41490736701465564
decision_type=2 2 2 2 2 2 2 2 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 14 3 -3 5 20 7 -6 -8 21 -11 -12 13 -13 15 16 19 23 -18 -2 -5 -9 -10 24 -17 -1 28 -28 -27 -30
right_child=1 2 -4 4 6 -7 8 9 22 10 11 12 -14 -15 -16 17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00049709798467946346 0.036141381703678574 -0.034701214770002035 -0.072867094523734216 0.041791132855690916 -0.043707570124325155 0.063726796373965833 0.066582731759199584 0.019452035598914477 -0.028756729414133975 -0.10335518434650477 0.027820826892644548 -0.08345619586246153 0.016265094322893064 0.0089705845262199897 -0.010295620485413728 0.12588587284649752 -0.00094561030905105997 -0.048307530094039847 -0.067759918089860552 0.012127698906731451 -0.088773409493392644 -0.067807005361294914 0.01952475968705002 -0.02713688529849478 0.042736258468990415 -0.0039456460681976226 0.024062769990700984 0.001510352846675103 0.010085227025637244 -0.0042183671806395595
leaf_weight=32353.68286722184 124.71640775888227 66.339085604064167 15.460185786709188 5.5559244723990542 57.291781194740906 30.680526715703309 21.524150848388672 97.376630829414353 31.093599669169635 12.692472467198966 28.234048615209758 22.075074595399204 22.072949830442667 8.8713744012638909 118.60682577965781 7.9563788753002873 309.50027843820862 10.089359960053114 12.960158052388577 279.38395285897423 5.7917777523398399 6.6754337782040229 59.115482429042459 8.6484722476452571 78.098700593691319 8965.3218164581631 161.01518701366149 2342.7902132209274 878.45879645372042 754.64191562583437
leaf_count=447570 483 574 207 21 585 123 74 526 255 130 116 212 135 42 693 28 1770 94 136 1529 55 97 273 60 404 76337 977 17597 5510 5354
internal_value=-2.89803e-06 0.00421021 -0.00622343 -0.0040561 0.000913857 0.0398114 -0.00354035 -0.0117223 0.015154 -0.00246723 -0.0205442 -0.00760838 -0.0264752 -0.0569603 0.00960133 0.01244 0.00925575 0.0345172 -0.00363098 0.019539 -0.024848 0.013854 0.00288292 0.043341 0.050424 -0.00013644 -0.00170085 0.00296066 -0.0028021 0.00347566
internal_weight=46896.7 1440.81 490.85 475.39 409.051 42.0282 367.023 255.29 111.733 197.998 93.9459 81.2534 53.0194 30.9464 949.961 831.354 726.561 104.793 322.46 404.1 11.3477 104.052 90.2091 94.7036 86.0551 45455.9 13102.2 2503.81 10598.4 1633.1
internal_count=561967 8622 3425 3218 2644 199 2445 1843 602 1258 635 505 389 254 5197 4504 3918 586 1906 2012 76 623 528 492 432 553345 105775 18574 87201 10864
is_linear=0
shrinkage=0.05


Tree=403
num_leaves=31
num_cat=0
split_feature=33 12 8 45 29 18 8 17 46 47 28 33 29 25 36 7 27 31 26 9 31 21 29 8 26 41 20 0 23 8
split_gain=10.8561 27.6806 36.9109 39.9341 39.6656 36.9204 52.0814 34.5637 33.2229 42.5419 45.0588 33.1741 32.4061 29.8566 29.6952 38.0953 29.6384 29.5436 28.9334 27.9788 27.699 32.3895 45.6491 32.2886 42.6464 66.5147 44.3722 42.0273 37.0893 35.3007
threshold=186.2905456327488 41.41101225906565 2.0250000000000004 -0.22391536698705392 5.0153459640819618 34.136118998780489 0.88500000000000012 61.682659373982055 0.0032586563451547567 1.2792282359525777 0.61884547942618418 22007.569215382013 31.734488930906416 1.2801819785837212 403.00410534731083 2.1950000000000007 3.9800831115099693 -0.38595972464257217 28.28177536953044 2.4350000000000005 -0.0072837232212492678 2.5381684975074088 32.379857452505874 1.7550000000000001 2.7623006832663384 9.8470431596612755 0.72177601021605853 5.1500000000000012 32.222153237210613 1.9450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 16 11 9 10 -7 12 13 19 15 -9 -5 -14 -2 -3 -16 23 -23 24 26 -26 -22 -27 29 -25
right_child=1 7 4 5 -6 8 -8 14 -10 -11 -12 -13 17 -15 20 -17 -18 -19 -20 -21 21 22 -24 28 25 27 -28 -29 -30 -31
leaf_value=0.0008971018713931681 -0.0060010427026978277 0.026510182233710163 0.0043589583716894852 0.12709194740033367 -0.0099191159954335438 0.31821586020230674 -0.0019408551568314805 -0.015180555005347394 0.017463945360474842 -0.084651586889844477 0.076705199295690196 -0.047823037933073451 0.030021354445420114 0.004970600089776912 -0.0042447363130256929 -0.0022495099329504836 -0.061542687507966432 -0.028957350451403886 -0.12678903224806293 -0.059180739874149318 0.058760411072526865 0.0013956123366341371 -0.01358667759928959 0.05618205196304981 -0.032226993564217092 0.084647020994270655 -0.020835168147776334 -0.072917275935616171 0.090373735218315598 -0.0069475829258699665
leaf_weight=19545.307664046195 652.69649056438357 237.82064795034239 600.1735642796848 11.966610005067194 2566.5067511713132 2.1092527499422493 484.43402354576392 714.81768712992198 313.47406862326898 3.6963574232067904 22.889829011226539 29.596774714300409 26.039167293114588 2807.2060851170245 2874.9798111701384 2802.9686348040414 2.5210331164998925 115.04051540599903 4.9957816917449227 9.9232086270349082 20.266357812331989 12196.699638495484 530.52697377657751 41.617731266189367 23.687129833851941 44.647849883011077 128.71513133728877 4.6752589551033443 26.10547244688496 47.324655372649431
leaf_count=210458 9551 2219 3100 225 14169 35 6523 28161 4126 70 164 223 263 25847 71856 46877 132 2526 44 133 688 109513 9753 182 731 517 13251 205 121 304
internal_value=-2.79687e-06 -0.000645941 -0.00415341 0.00231106 -0.00721303 0.00952816 0.000852824 7.54885e-05 0.0221778 0.0736725 0.0970822 0.00486912 0.00535707 0.00643903 -0.000719209 -0.00487711 0.0942671 -0.0180716 -0.00691854 0.0230779 0.000198438 0.00117622 0.000771084 0.016475 0.00533395 0.0366392 -0.0100076 0.0697118 0.0379723 0.0225919
internal_weight=46893.4 27348.1 4665.46 1498.78 3166.68 841.091 498.922 22682.7 342.17 28.6954 24.9991 3225.63 3196.03 3054.95 19457 3517.79 14.4876 141.08 657.692 247.744 15939.2 13064.3 12727.2 337.04 221.992 73.0102 148.981 49.3231 115.048 88.9424
internal_count=561967 351509 38139 20870 17269 11275 6880 313370 4395 269 199 31211 30988 28199 282159 75038 357 2789 9595 2352 207121 135265 119266 15999 15392 1453 13939 722 607 486
is_linear=0
shrinkage=0.05


Tree=404
num_leaves=31
num_cat=0
split_feature=1 29 33 43 30 18 19 25 30 20 17 22 31 34 47 28 34 40 37 38 31 14 9 31 13 26 43 38 46 20
split_gain=10.6676 12.7998 16.0565 13.5015 16.8029 21.2451 17.7375 13.0168 12.7778 26.8779 12.2374 12.2105 13.8111 11.972 16.8107 17.5397 11.5281 23.0619 45.798 33.3927 32.5189 30.6889 29.5614 26.6602 43.9482 38.3333 26.302 29.4739 24.949 33.0634
threshold=3.5000000000000004 56.289285473472965 274.7080075657978 8.2867420349434742 2.1021327777524497 9.2207338815065523 82.185592576185314 23.041534774984921 4.7066080130432963 31.030345735635908 32.322409112063653 48.364197499934981 0.38340930133508394 0.36786659434774316 1.807546144235461 2.3593796390233366 0.21309250269354713 0.35972543032042714 0.44302848314813009 3.2903565127911034 0.35813728388009108 1.3626987718847468 2.1950000000000007 -0.054818800653068891 16.937607923586231 44.645222937331518 7.06234260427133 2.4218810633923451 0.10228491332975552 3.9994600563783056
decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 10 11 9 -9 13 -2 -13 14 15 -7 -1 18 19 21 -20 -18 -23 24 -19 26 -26 -28 -25 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 23 20 -21 -22 22 -24 28 25 -27 27 -29 29 -31
leaf_value=0.00063831697274025889 0.0088568823027122944 0.0010465308078746322 -0.15958074531735017 -0.13510991051791602 0.0070690261639638034 -0.051895454547168554 -0.10846690004009918 0.008690697579878226 0.0086792033646008425 -0.18317408936291354 0.035036534014241984 0.047646068944789996 0.012465088454048867 0.035475539947693445 0.014829752267617614 -0.20694743465356305 -0.11219903121836249 0.002892535178737954 0.027998530471921846 -0.0019770943212544132 0.0030783964971197869 -0.007023419243564916 -0.030973242547068042 0.0053074762972642169 -0.029647481882375506 0.014489881216344173 -0.066168198722091565 0.019161188306574529 -0.017204517326378031 0.0010248791743665987
leaf_weight=25394.311664892448 201.5883528275881 3.9609450548887244 2.5621650060638785 4.4137579537928096 89.844981312286109 6.8067244552075881 4.8242095112800589 4.0282002645544734 9.9199557555839402 3.3378791245631874 11.737591182813047 53.980315387248993 57.732263765530661 5.3242525532841674 5.8344476763159028 2.4915695991367102 7.5104493922553948 643.83562439063098 200.06890510709491 12699.329098742601 378.7145045849029 829.79533862337121 152.52546732104383 3657.3244368302403 322.16110506409314 79.364830724895 12.274709651246665 57.650683446787298 291.70583181316033 1688.7035318778362
leaf_count=376466 999 23 26 40 479 41 37 26 97 38 44 126 454 14 23 26 79 4843 1251 129417 2138 6164 1307 19576 4225 513 142 275 2558 10520
internal_value=-2.84843e-06 0.00750509 -0.0620451 0.00848738 -0.0050786 -0.0314203 -0.0190574 0.0138745 -0.0283644 -0.0782513 -0.00565975 0.016205 0.0294648 -0.02901 -0.0516984 -0.0934432 -7.86128e-05 -0.000944698 -0.00208405 -0.00266654 0.0116926 -0.0115119 -0.0107421 0.00146256 -0.0056008 -0.0171997 -0.0236142 0.00418246 0.00285988 -0.00166023
internal_weight=46883.7 468.388 6.52311 461.865 131.278 41.4326 37.0188 330.587 17.286 7.36608 32.1946 313.301 111.713 20.457 15.1327 9.29829 46415.3 21021 14267.9 13689.2 578.783 989.831 982.321 6753.02 1115.29 471.451 392.086 69.9254 5637.73 1980.41
internal_count=561967 2493 49 2444 704 225 185 1740 161 64 148 1579 580 104 90 67 559474 183008 140356 136967 3389 7550 7471 42652 9998 5155 4642 417 32654 13078
is_linear=0
shrinkage=0.05


Tree=405
num_leaves=31
num_cat=0
split_feature=24 29 42 33 16 0 26 26 19 21 26 21 26 16 8 20 8 9 40 33 7 22 8 21 21 26 35 37 36 28
split_gain=10.5607 21.3229 33.0415 25.7562 19.584 48.0194 67.6114 50.8855 50.0187 47.1643 36.0332 46.1267 44.0181 39.9169 42.8154 34.8131 32.4988 30.7773 28.5343 29.9266 50.1837 28.3273 27.8526 43.602 38.0666 50.9075 31.087 53.8265 30.593 27.9367
threshold=3.8641165977788341 3.932928105179998 19.580801707089709 7592.3019548640486 2.3230456512813995 5.8500000000000005 2.654116254209776 14.508401582363096 7.7509811421660855 3.0717330142221067 1.5335342464507054 4.3381621921485953 4.4961594859998781 2.3010431303535488 0.91500000000000015 3.0845702491493232 1.7150000000000001 3.0850000000000004 0.12210533273089158 106.89703528589541 1.7550000000000001 33.713827085374831 1.5550000000000004 4.4657910619644685 1.3316041132614329 2.3067818774107374 16.775448821942835 0.099034135824974195 94.071751754192377 5.360492726035738
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 9 -7 17 -10 12 13 -12 -15 22 18 -8 -9 -20 -21 -11 23 24 25 26 -2 -28 -24 -26
right_child=4 -3 -4 -5 -6 8 7 16 10 21 11 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 28 -25 29 -27 27 -29 -30 -31
leaf_value=4.0327812484380097e-05 -0.024452326723327745 -0.0025694396636165642 0.020590429060421044 -0.14025210155372644 -1.0384637376394042e-05 -0.026626778505132811 0.033427541202572929 -0.013934869991023264 0.027739908384290291 0.023293902942774235 -0.011608596159538208 0.0062378084541145403 -0.054815326687342673 0.34093311227608042 0.044909738912259668 -0.01497149171535239 0.001404709667822046 -0.051914473179300029 -0.025484000476951471 -0.032466258564625504 -0.28136605808426535 0.0024076990292562889 -0.040369640582438228 0.23218049316011344 -0.028287345095354861 0.14909622449324414 -0.056376314922995045 0.18483031448208137 0.022298444363334204 0.10076662304111797
leaf_weight=589.93130387971178 24.908510014152853 7065.257316895033 261.70059009687975 3.289795833581592 35563.314105900252 193.7520901785465 443.26823421948939 11.791950349695982 112.01589580185828 266.92392899701372 372.73087476051296 676.148504169425 58.711908201803453 1.3387974370853033 13.939757968939373 325.96107313662651 40.714549999218434 10.822320164530536 5.1422516386955968 3.444990234449504 4.9135774611495435 414.333597803663 21.222249011974782 1.8607105216942716 129.80299339548219 7.4411096508265464 4.0309199587791209 5.4266866100952029 236.48970416060183 4.3334594391053534
leaf_count=7991 4301 88545 1082 70 390272 4739 7714 56 1825 1331 7768 3851 534 39 211 15842 272 291 28 19 66 4623 374 23 16069 141 839 114 2899 38
internal_value=-2.58217e-06 -0.00166699 0.00579108 -0.000737685 0.00033582 0.00396616 0.00904195 0.01643 -0.00300757 0.0189112 0.000698261 -0.00199938 -0.014467 -0.00836168 0.0708491 -0.00261395 -0.0262476 0.0313936 -0.0707603 -0.120393 -0.178782 0.0105911 0.00663503 -0.00858784 -0.0111341 0.0305243 0.00485061 0.0820258 0.0171378 -0.0241181
internal_weight=46875 7920.18 854.922 593.221 38954.8 3391.47 1962.83 1201.36 1428.64 1135.35 1234.89 1122.87 446.721 388.009 15.2786 761.477 66.0073 454.091 25.2928 13.5008 8.35857 681.258 435.516 177.804 175.944 41.8072 34.3661 9.45761 257.712 134.136
internal_count=561967 97688 9143 8061 464279 74007 55040 14400 18967 13959 14228 12403 8552 8018 250 40640 441 8005 169 113 85 5954 24798 21525 21502 5395 5254 953 3273 16107
is_linear=0
shrinkage=0.05


Tree=406
num_leaves=31
num_cat=0
split_feature=33 26 34 40 37 16 39 34 0 8 26 41 40 7 22 31 46 30 9 39 47 43 8 7 15 12 31 24 23 13
split_gain=10.5041 30.4168 33.021 33.3382 47.0832 38.8287 32.4023 33.0815 34.5245 40.3564 28.4912 28.4024 41.5314 35.0504 30.6149 27.4633 26.7399 36.2187 36.2681 28.3251 32.9201 28.0423 29.3232 44.6064 26.7163 26.392 28.7355 36.3625 32.3973 39.6109
threshold=103.0017417686023 3.2060806292254478 0.25456886151019315 0.23166981518048876 0.19628771160251951 4.5957212130857945 141.50328779547706 0.27541832978719855 3.9500000000000006 2.6750000000000003 5.5875912002043053 4.0904068668850266 0.19855005647126536 1.4750000000000003 15.72020037645181 -0.047559299453977237 0.049228706077635055 -0.086867048975935182 2.8850000000000002 257.2264863397159 1.2071968902707579 1.1626850854402975 1.2850000000000004 2.7450000000000006 0.99596272971475963 27.256814299200389 0.50015607258192463 8.3847407120098776 31.923742073737383 12.653354952698047
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -8 9 10 -9 13 14 -3 -13 -10 17 18 -16 20 -18 22 23 -19 -5 26 27 28 -2 -30
right_child=25 2 3 6 5 -7 7 8 15 -11 -12 12 -14 -15 16 -17 19 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0027115514969522979 -0.007001826618646477 -0.0412803085775734 -0.02148405654456588 0.022073491203035492 -0.016614557913081775 0.014414139449995172 0.043896420503274025 -0.0092031304229596555 -0.043929050424117377 -0.0067366865197001791 0.052496666836222942 0.031438310941218052 0.023525560381008878 0.0039697863032364415 0.031010487707605346 0.0043323484385186118 -0.038816810014900227 -0.077667020818394161 0.26765019658826839 0.04442884164072336 0.023123864400047246 -0.0185024747632314 0.0044730251894550951 0.18508145342237825 -0.0013698468212130887 0.00016964541658240215 -0.0078280878428466302 0.005698471059185261 0.085864507739608409 -0.0014635242697406301
leaf_weight=2634.7744190341327 1471.9652556227229 45.758325054019224 359.6894104637322 130.84944888856262 159.59887431690004 273.78317377128405 77.979506006930023 22.589998553041369 32.352357814321294 63.114868764765561 108.94553258642554 95.033691723365337 569.5059454877628 660.83460929160356 34.196151314972667 331.74857693066588 33.372954110673163 2.3100053239613763 1.699637928046285 62.757347250240855 60.048055830062367 279.68489711417351 94.325537789147347 5.3712921862024814 1706.028223525791 33858.888536140628 2301.0597357430961 1336.4534356593213 21.103946753253695 33.753682108072098
leaf_count=37594 15828 525 3799 641 2019 2146 321 370 414 343 483 461 3888 4571 526 1943 849 67 18 604 543 4085 695 43 10653 443513 13479 10835 217 494
internal_value=-2.53927e-06 0.00166675 0.00388025 0.00080928 -0.00811138 0.0029874 0.00366936 0.0133891 0.0091315 0.0261299 0.0419003 0.0090383 0.0136026 0.00103943 0.00515277 4.40594e-05 0.000799052 -0.00580209 0.0422152 0.0184491 0.000996687 -0.0103178 0.0121231 0.106065 0.000300133 -0.000338181 -0.00366764 -0.000324112 -0.00559578 0.0321319
internal_weight=46869.6 7846.35 5211.58 3266.68 793.071 433.382 2473.61 636.731 558.751 194.65 131.536 1944.9 1238.31 706.593 668.8 364.101 573.766 417.588 35.8958 156.178 93.421 381.692 102.007 7.6813 1836.88 39023.2 5164.34 2863.28 1526.82 54.8576
internal_count=561967 77601 40007 23132 7964 4165 15168 3874 3553 1196 853 16875 11779 5096 7891 2357 7430 5434 544 1996 1392 4890 805 110 11294 484366 40853 27374 16539 711
is_linear=0
shrinkage=0.05


Tree=407
num_leaves=31
num_cat=0
split_feature=22 39 23 12 17 17 29 8 36 24 0 23 35 22 26 27 25 26 8 40 14 32 14 37 38 37 45 38 37 18
split_gain=10.4945 31.0099 25.3462 24.5504 23.0369 28.1766 26.3091 23.0556 22.4229 27.3846 22.1816 29.5282 22.7407 22.0568 21.9794 22.706 21.6587 26.8133 21.4491 20.1696 19.6385 19.1165 19.0912 18.1178 18.0944 48.9932 32.4777 27.0768 52.7141 23.3634
threshold=834.49849046153543 3328.3191170290825 144.69897477169351 924.97258420732817 288.68195206294075 167.38768134842198 8.899671850127655 3.6450000000000005 1588.9010651530127 6.5359797768754699 3.2500000000000004 193.80242695236453 4.799411823044335 571.27649296120524 7.9579556697814722 1.7734118113820501 62.243174426672702 24.724076470261334 1.5850000000000002 0.18924369054945669 6.5637776173226809 0.059613289852312734 6.458968743404319 0.8213774847148928 23.641120096604613 0.051591893284045849 -0.2121001568629379 15.865358630305414 0.075683138260730184 35.538568529034173
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 16 13 5 6 22 10 -2 21 -8 12 -12 -4 18 20 24 -18 -7 -5 -16 -10 -3 -6 25 26 -1 28 -27 -26
right_child=1 4 3 19 23 14 7 -9 9 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 29 27 -28 -29 -30 -31
leaf_value=-0.027181169793221334 -0.027230636701907014 0.037256212007909663 0.012741754839696801 -0.0099908606279824862 -0.0034307205083265063 0.11646379259560609 0.019761905704338504 0.022330449510509075 0.16637343025301543 -0.0099890149812904422 -0.11286171392251002 -0.19428952920882223 -0.024660618220215764 -0.025899694353941728 -0.11018593402487827 0.03147233698908157 -0.072461150880452255 -0.0068747775660638905 0.019849546016624302 0.066534802520276035 0.0012019201493980627 0.032819460150983269 -0.008914039481937721 -0.049161936361220869 -0.0014207072898986331 -0.012288763065768151 0.005044705680801862 0.0083086578431884588 0.00010639913197761896 0.011207123361888191
leaf_weight=272.6617888326291 214.139752949588 53.883680684026331 315.0393225121079 11.524800394079646 830.13960760470945 12.886097420763692 15.305786813842131 24.756961873266846 3.3723170620505725 89.636111454718048 8.7452414664439839 3.255027716048061 44.465317791560665 41.833566696150228 5.2819132246077087 81.94686633348465 22.594388867393718 50.221344767138362 10.365838177502154 34.04903637804091 15.775850487872956 13.039877513481768 38.307036774931476 22.238290721550584 667.94326470204396 875.98919754844974 109.61501298454823 967.46907125093276 41201.901825303066 811.03620193334064
leaf_count=5223 6622 202 2209 103 7095 218 80 121 30 1722 80 34 339 476 56 288 903 328 50 113 86 233 237 285 7088 20841 1676 10232 487718 7279
internal_value=-2.40684e-06 -0.00413491 0.00013305 0.0126252 -0.000354075 0.0112006 -0.0010313 -0.0192758 -0.0179192 0.000883081 -0.0336275 -0.0480994 -0.0391566 0.0082121 0.029484 0.0195722 2.12776e-05 -0.0272259 0.0733926 0.0471828 -0.0267375 0.0602616 0.0180716 -0.00462383 6.54588e-05 -0.00011976 -0.0179406 3.85034e-05 -0.000151647 0.00550409
internal_weight=46869.4 1487.54 45381.9 402.447 1167.35 314.976 188.719 96.5283 320.188 106.048 71.7714 56.4656 53.2106 356.873 126.257 103.005 44979.4 72.8157 23.2519 45.5738 21.0578 16.4122 92.1907 852.378 44906.6 43427.6 382.277 43045.4 42077.9 1478.98
internal_count=561967 17778 544189 2901 9171 1791 1093 654 8607 1985 533 453 419 2685 698 430 541288 1231 268 216 142 263 439 7380 540057 525690 6899 518791 508559 14367
is_linear=0
shrinkage=0.05


Tree=408
num_leaves=31
num_cat=0
split_feature=33 31 49 8 26 8 16 46 25 0 26 28 15 15 8 26 22 13 31 32 0 49 35 33 15 49 8 47 9 47
split_gain=10.4341 11.0525 17.5702 16.5918 20.9357 28.5416 26.1495 31.132 21.0524 57.7063 30.7873 25.3291 30.8463 22.9293 21.9116 21.6656 30.066 30.03 29.0977 21.3876 20.4491 20.0662 20.0364 19.7966 19.7273 28.1655 21.287 22.2959 24.5972 25.6664
threshold=1.0000000180025095e-35 24.607669904713639 0.56764022303772532 20.940000000000001 73.74767054318059 2.0150000000000001 8.2209624400947163 0.057956188167266491 21.672039472471425 3.5500000000000003 9.6523458528400088 0.8434774901231078 16.191853148780407 21.084282740085534 2.7150000000000003 14.508401582363096 256.57320789531832 9.4933735914447759 2.301236440143982 0.2481328703382483 9.6500000000000004 0.34090867681409226 3.5690015172875174 93.430625003188808 114.32980771257481 0.29257390891641794 1144.6950000000002 0.30595272298059961 1.1650000000000003 0.9110322928745892
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -8 -2 10 11 -10 14 22 -13 18 17 -17 -11 -19 -21 -22 -12 -6 -5 -26 27 -27 29 -29
right_child=1 2 -4 24 5 -7 7 -9 9 15 13 12 -14 -15 -16 16 -18 19 -20 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.069082536385988561 0.00011293609392398238 0.013887952523516784 -0.0063222812417778572 -0.011216570794764479 -0.12110106148969838 0.016594320342760496 0.033386175229705377 -0.039687540951419166 -0.051971556747459707 -0.026121560409877967 -0.0049621491821143652 -0.055558850467445735 0.11621074205579905 -0.020637070815758125 0.04289683652088036 -0.072957072085753888 -0.026841823135560324 -0.029289820871168687 0.024066892410182394 0.01483617160244889 -0.091548809805811329 -0.0003960621980394874 0.03518195527834541 -0.022373185590184419 0.037362045374388954 0.069689181370467868 -0.026845360841682743 -0.069712291520350883 -0.013401396276403575 0.066105289693659683
leaf_weight=5.4656003923155358 43794.122097687927 336.97375084273517 157.94857044843957 661.8121606647037 5.4701046352274707 404.97922319639474 51.278245888650417 20.363816566765308 29.742004345680471 357.66751191360527 38.761421762406826 12.871645851235376 5.8586333435960105 28.68733603018336 10.0738825853914 12.786842767149208 124.03320726216771 39.175386973191053 31.416323320940137 243.00396762182936 9.0839154641143995 18.003984200302511 156.89959757612087 70.744137851987034 53.994686529040337 13.416219402104614 64.330073445104063 4.1658732406795052 74.586762776598334 21.081787377595901
leaf_count=71 531479 2795 1591 5171 47 1998 153 173 1886 9798 321 533 84 281 44 103 950 312 127 1178 83 109 706 341 196 48 615 54 619 101
internal_value=-2.29984e-06 5.75861e-06 0.0074381 -7.3589e-05 5.9008e-05 0.00972973 -0.00907241 0.0126154 -6.00314e-05 -0.00683509 0.0126824 -0.0196067 0.0138119 0.0211086 -0.0123334 -0.0134462 -0.0059251 0.00213059 -0.0220691 0.00523514 0.0102428 -0.0309641 0.0272292 -0.0294592 -0.00682153 0.00573892 -0.00387632 0.00917084 0.0010381 0.0436953
internal_weight=46858.8 46853.3 494.922 46358.4 45465 552.836 147.856 71.6421 44912.2 1118.07 282.895 58.5462 28.8042 224.348 22.9455 835.171 446.087 322.054 389.084 309.267 270.092 27.0879 195.661 76.2142 893.388 231.575 177.581 113.251 99.8344 25.2477
internal_count=561967 561896 4386 557510 550706 2712 714 326 547994 16515 3855 2547 661 1308 577 12660 2735 1785 9925 1682 1370 192 1027 388 6804 1633 1437 822 774 155
is_linear=0
shrinkage=0.05


Tree=409
num_leaves=31
num_cat=0
split_feature=36 17 0 25 18 33 25 0 8 21 33 7 12 26 41 46 14 15 16 26 31 26 1 34 23 20 49 42 39 49
split_gain=10.4063 32.3149 32.3475 31.082 29.4711 28.3811 27.3591 48.4325 55.7391 38.3698 34.7213 33.1495 31.2673 37.31 33.1149 43.4935 34.5234 49.325 32.2299 80.5407 68.2151 49.0503 48.6451 43.7205 48.8854 42.9195 38.2592 36.1081 42.9785 56.0524
threshold=216.134710649364 35.618638177566602 11.350000000000003 10.330192168061224 5.9902716027384573 4223.4581231861121 3.3199692595304593 8.7500000000000018 1.8750000000000002 3.800063343134096 93.430625003188808 5.3250000000000011 411.80272826170886 10.527160481374104 29.539212903083246 0.021353030072751574 3.0713495779945763 2.3012976977135695 3.6789211531901427 4.4042354359950302 0.085355511112853014 2.7176356261726893 1.5000000000000002 0.52454498668383842 31.370896919444164 2.0801178009760366 0.55609807860246441 8.0040363269424848 874.72008543086088 0.68140180333204514
decision_type=2 2 2 2 2 2 2 2 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 -3 -1 7 10 9 11 -6 -9 18 14 16 -16 17 -14 19 22 -21 26 -12 27 -25 -23 -20 28 -24 -30
right_child=1 4 -4 -5 6 -7 -8 8 -10 -11 12 -13 13 -15 15 -17 -18 -19 21 20 -22 25 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00064188176314247073 0.0044540740202763307 0.022162163923283101 0.025836085207257005 -0.012483773733207618 0.0053039818095285979 -0.090790779593675458 0.00093241087552004649 -0.012326500148945582 -2.9906781713097686e-05 0.025031959578941637 0.0071762169399000285 0.06117184816299634 0.076090762687690938 -0.05964588059313683 -0.046185856651144226 0.080723075535457253 0.0082740816038909849 -0.062142705087080842 0.026294277977809005 0.054700816314414771 0.0070322745131329014 -0.034375013305012039 -0.030023013844441844 0.050870064690733144 0.37983078096432954 -0.0091467936387382171 -0.02182504514390407 -0.0062323572164678176 -0.012680866042823716 0.065655198697010517
leaf_weight=9921.9839424737293 1861.8244826560549 149.80520910443738 195.45055138110183 595.28942373544851 917.28054670285201 8.7383794429479149 22824.123969041641 136.27819514129078 2070.2830101398285 433.53862133214716 532.35113949514925 17.287411100580357 39.107581349264365 20.873031305149198 47.77748356142547 7.8621420790441325 472.17431993340142 7.7286146038677535 162.39008780344739 85.852623382117599 596.51569335267413 177.20130314392736 397.59092359011993 10.593332344898952 1.264126190857495 3467.4859874490649 55.401040920987725 1472.1134938337491 137.16539889862179 27.396528264216613
leaf_count=123234 11310 824 1153 11319 8559 149 249096 3929 11673 2772 3159 196 690 254 1452 61 11161 297 2189 837 3843 4101 21773 209 33 38165 978 41081 6718 752
internal_value=-2.132e-06 0.000399003 0.00648546 -0.00138643 3.35974e-05 -0.000721207 -6.35657e-05 -0.00207643 0.00382634 0.0174245 -0.00389275 -0.00405254 -0.00498565 0.00602039 0.00840558 -0.028253 0.0123355 0.0532803 -0.00590578 -0.0022454 0.0130297 -0.00899601 -0.00628781 -0.00979082 0.0859406 -0.0103734 0.0140538 -0.0103488 -0.0211286 0.000360645
internal_weight=46850.7 36324.7 2057.28 10526 34267.4 9930.72 34117.6 11293.5 2657.39 587.104 8636.13 153.566 7718.84 595.523 574.65 55.6396 519.011 46.8362 7123.32 3260.84 682.368 3862.48 2578.47 2046.12 11.8575 3644.69 217.791 2034.27 562.153 164.562
internal_count=561967 427265 12463 134702 414802 123383 413978 164882 18570 6897 146312 4125 137753 13915 13661 1513 12148 987 123838 78405 4680 45433 73725 70566 242 42266 3167 70324 29243 7470
is_linear=0
shrinkage=0.05


Tree=410
num_leaves=31
num_cat=0
split_feature=37 38 8 42 37 36 20 34 33 8 32 28 13 19 22 15 36 34 26 9 33 37 32 45 21 8 26 47 16 12
split_gain=10.5916 30.7033 37.1402 30.481 29.6014 36.3033 32.064 29.9748 40.7748 38.6577 40.2653 59.2458 43.0344 53.1537 35.5012 36.6042 36.6181 33.2687 31.8987 31.0618 36.7679 30.5 29.0748 30.6094 28.1465 27.5516 39.1286 26.835 27.2113 26.1756
threshold=0.20148857060661227 7.1572818890363932 3.9550000000000005 9.9982173541395181 0.11560808657728812 938.11775543108695 16.899217495190484 0.085405680247728516 392.29885823681019 1.5150000000000003 0.9106821619901686 0.34414756847075206 29.244155748456723 19.215903248610569 130.0773200888346 2.4703096603272834 263.21711295918311 0.23683134884379572 1.7693537877337964 1.3050000000000004 955.46649533447101 0.14161421455839543 0.35559266105403681 -0.99443283242905467 8.2056044157711572 2.0950000000000002 15.694981129924964 3.8359990012464831 1.637697299320493 37.063514733565334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 9 17 10 14 -12 19 -14 15 -6 -17 18 22 20 -13 29 -9 -24 -8 26 -23 28 -7 -20
right_child=-2 4 3 -5 7 27 24 8 -10 -11 11 12 13 -15 -16 16 -18 -19 21 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033882523616392741 0.00088489579657005592 -0.0070104389486886623 -0.028925328042570815 0.0077450909977993341 -0.036284647037023152 0.017915107139796979 0.059153375864395098 -0.047275732033726009 -0.0039713384276958454 0.0091671163128907544 0.30278771251025477 0.28291803136400001 0.350392342693785 0.075711858012788791 -0.039832019726776746 0.19907036668279993 0.049583143205938318 -0.00091579191277256955 0.016557433474836181 -0.003884660858598721 0.0017121745816335453 0.028636081960958799 0.067563152241428573 -0.0081652232305280958 -0.10083720258237493 0.0093131936200018129 -0.089207029872643104 -0.0038333641632599721 0.0020349378883023129 0.0010107047103610921
leaf_weight=11114.177551091489 19578.110026345908 2269.831996259687 59.659388095606118 1130.1771133409347 9.3240717415465024 286.79570505963056 28.521860516222663 42.494303675368428 1624.9407651855145 387.06934139458463 3.0080528676044223 2.3457977711223128 2.6552044404670587 5.2311055839527398 16.819561717798933 5.1168509289855164 20.546575911634136 1289.5760600231588 389.50507431617007 15.396446423372252 2.3042263779789209 432.96556405391311 14.953601623070425 123.94622544726008 3.0422202711924902 470.29694624594413 7.160608345642685 2064.0525471483706 4541.6613619430282 887.96685151942074
leaf_count=184959 163754 61191 463 5347 455 6348 681 1820 19398 2170 61 18 22 35 1033 78 320 10462 3220 489 50 5879 74 3584 35 2473 55 15896 59009 12588
internal_value=-2.26198e-06 -0.000639616 -0.00248943 0.00590641 0.000883053 -0.000877148 -0.00631448 0.00369574 0.0026196 0.0157986 0.0468184 0.0919505 0.0692457 0.168193 0.0198641 0.0485618 0.0793884 0.0055467 0.00906416 0.0303197 0.143572 0.0107347 -0.0110846 -1.24992e-05 0.0437331 0.0177276 0.0267188 0.000938368 0.00297817 0.00575095
internal_weight=46829.7 27251.5 12304 1189.84 14947.5 9193.91 2301.4 5753.62 5283.81 469.817 82.7479 30.9408 27.9328 7.88631 51.8071 34.9875 25.6634 3658.87 2369.29 20.0465 4.65002 2187.9 181.394 138.9 31.5641 910.423 440.126 6892.51 4828.46 1277.47
internal_count=561967 398213 190769 5810 207444 143160 61907 64284 59553 4731 2561 675 614 57 1886 853 398 40155 29693 557 68 24215 5478 3658 716 8407 5934 81253 65357 15808
is_linear=0
shrinkage=0.05


Tree=411
num_leaves=31
num_cat=0
split_feature=33 12 39 40 31 29 13 42 23 19 41 16 47 41 38 14 27 32 36 30 30 0 39 0 22 21 22 26 16 40
split_gain=10.672 33.7827 28.4529 43.0404 38.2921 36.145 33.3828 29.7279 29.4098 29.1044 43.2141 88.0869 27.7641 31.2418 25.9681 25.4185 33.8824 29.6674 25.2616 24.678 24.4797 24.1387 28.9344 51.7677 46.8859 38.3161 34.5506 56.4879 76.4533 40.9636
threshold=470.22837418410535 87.34136589872864 475.14024481105179 0.14657394038172411 -0.27857389643580893 33.710642657192821 34.181322527036215 7.9368452905419247 84.726785664304842 17.080107227404387 8.4809975982331363 4.8861986535095134 12.764712545987992 5.9158023911012272 15.865358630305414 2.5836367530968825 0.99889866608185895 -0.051918587532442516 327.27682641529219 -0.56387072698299823 0.85860529165895383 16.450000000000003 607.38152952597238 4.7500000000000009 216.32262972187766 4.6364760929529778 522.99363975217625 4.9633789793010878 2.3010431303535488 0.092600633062448062
decision_type=2 2 2 2 2 2 2 2 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 4 6 8 12 9 -5 -6 -11 -12 13 -3 15 16 -2 -17 -9 -19 -16 22 24 26 -1 -25 27 28 29 -24
right_child=1 2 -4 5 7 -7 -8 18 -10 10 11 -13 -14 -15 20 17 -18 19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00040863303524712259 0.018275980470413549 0.16022756348108866 -0.0019466876160844403 0.0015123472928478881 -0.029332397857181315 -0.026385448252080702 -0.021669454046468393 -0.017430059496257404 0.030542724274268025 -0.0043020639697118092 0.035751391526708885 0.48887143020845514 0.27731381161786278 0.047588983402404784 -0.010700396395006681 -0.032138798583316273 -0.040549420430060552 -0.062161738656622792 0.021641775427756492 -0.005007715041158281 0.010998813676756812 -0.0091917810859308766 0.0038165028612981503 -0.017338336408305868 -0.012431636941048161 0.0019754868290439011 -0.0026884103775628629 0.019115682239952244 -0.02340058473961492 0.058059701043518833
leaf_weight=29950.585173061554 31.036698244395666 7.1209754945593877 5310.9056953486142 2491.4972273856984 71.097820624505403 112.80655788036529 12.492765904520637 46.49684220351628 90.407863969216123 15.828050084179269 3.9286882081069043 1.4753527748398481 1.5537414369173337 45.429795564501546 195.08396734192502 109.34614579449408 115.84401734627318 19.044665674911812 375.10682852598256 2276.8817117176368 389.43753729260061 639.46729437285103 96.032757722889073 308.34003093802312 728.22830902098212 1536.0892836807179 397.39778449479491 1181.057919730607 205.85695434029913 54.591161182761425
leaf_count=336653 273 53 85147 21297 3938 2106 638 1943 514 389 98 6 11 1056 2334 1317 1518 358 6258 20131 2745 3985 3273 7972 23282 12503 6125 8558 6813 673
internal_value=-2.51744e-06 -0.00130868 0.000313641 0.00397883 0.0163278 0.00131846 0.0520006 0.0117052 0.00252887 -0.0139917 0.0373784 0.159457 0.069011 0.0628523 -0.00574952 -0.00792674 -0.0281193 -0.00669366 0.0173327 -0.00548181 0.00375671 0.000433748 0.000612377 0.00474039 0.000103841 -0.00125328 0.0104537 0.0138505 -0.00359379 0.0234761
internal_weight=46820.5 11722.8 8586.15 3275.24 580.531 2694.71 66.5973 513.934 2581.91 92.3299 21.2321 5.40404 54.1045 52.5508 3136.67 2552.15 146.881 2405.27 421.604 2295.93 584.522 35097.6 34458.2 3779.37 30678.8 1844.43 1934.94 1537.54 356.481 150.624
internal_count=561967 152130 123454 38307 14390 23917 1758 12632 21811 4431 493 104 1120 1109 28676 23597 1791 21806 8201 20489 5079 409837 405852 45917 359935 20475 25442 19317 10759 3946
is_linear=0
shrinkage=0.05


Tree=412
num_leaves=31
num_cat=0
split_feature=34 16 22 40 36 33 9 0 39 33 34 23 21 41 21 39 40 25 20 33 47 29 32 31 8 28 12 27 29 0
split_gain=10.5293 33.0177 31.1492 27.5021 31.7473 28.8315 33.0628 29.8903 36.2468 42.8318 37.7509 31.0971 29.9191 29.6187 34.0686 27.9566 48.0068 37.9188 35.3145 31.6737 27.6292 27.2788 33.6118 27.2403 37.5527 39.327 32.5206 32.3083 30.3713 33.0564
threshold=0.16265717994395917 18.899420142426827 51.157978591754819 0.17104928904951683 58.600843778980824 1085.8692841074546 3.6750000000000003 6.4500000000000011 154.93714716472365 285.54895922698921 0.1384928711458677 6.1803570460621282 2.1596990263733429 4.960226528105939 2.7416680628852332 414.39082542967918 0.22767578558626897 1.4899592683141962 10.75006124357561 512.89344252407079 0.67983974205699438 19.566807010778856 0.28018328571212431 0.21159746864843729 2.2550000000000003 1.540592415091208 76.672443419588703 10.907921648360526 91.984688040427528 3.9500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 11 13 12 -6 -11 14 -10 16 17 -12 -19 -17 -1 -13 -23 24 -22 -26 28 -28 29 -25
right_child=-2 2 -4 4 5 -7 -8 -9 9 10 15 21 -14 -15 -16 19 -18 18 -20 -21 23 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0044412409486314208 -0.00053069537319958622 -0.048010748317229242 -0.0073939296699898106 -0.049402115663702534 0.018710345038249223 -0.00352371181913448 -0.019246575807881781 0.0011354557604202863 -0.063418383591144642 -0.04592244797596131 0.048742983755066006 -0.0036586111238362676 0.018503097239587638 0.04248436479195794 0.020540489976824203 0.049286422537446917 0.015891910998382181 -0.038991007473132298 -0.00050795389393817729 -0.0044368060721819069 -0.0099487838562252896 -0.028499000382493825 0.024797270540330964 -0.02078125911623175 0.015887000919115189 -0.021852110890390047 0.0040817974547341677 -0.026601207137292627 0.071618451025098215 -0.0026227177587143137
leaf_weight=2332.3942366201954 31294.509335921844 53.266995008103549 414.68497301964089 27.57666395790875 274.54767583333887 966.92023795784917 127.15517386433203 1651.6014018183341 13.141675530408973 18.437976189190522 19.367752140271477 945.96672145102639 796.30756258271867 200.02387465012725 149.93283391690056 55.060794412856922 160.46176613151329 151.80084535642527 98.166421596019063 54.682862941292115 1664.6449625258101 35.392169363680296 180.22148543182993 310.57564827890019 302.02873213007115 89.483808686956763 3024.6269015103171 88.298885115713347 12.660512917209415 1298.5187979833572
leaf_count=55833 311898 333 2486 276 1790 6707 1096 11735 216 411 183 10684 6429 1482 1343 222 1021 2688 1133 501 82279 816 2372 4829 2018 758 36830 2289 62 11247
internal_value=-2.64954e-06 0.00106224 -0.0120173 0.00146893 0.00412078 0.00437099 0.00591866 0.00658459 0.00943849 0.0143405 0.0102518 0.0035765 0.0170451 0.0295902 0.0137745 -6.51194e-06 -0.00575771 -0.0186559 -0.0238781 0.0225173 -0.00025381 -4.86309e-07 0.0160489 -0.00186638 -0.0066718 0.00726138 0.000220497 0.00321147 -0.00552061 -0.00612755
internal_weight=46812.5 15518 467.952 15050 5926.77 5899.19 4932.27 4805.11 3153.51 1717.38 1354.29 1436.13 814.746 363.098 163.075 539.54 429.797 269.335 249.967 109.744 9123.23 1161.58 215.614 6790.84 2056.16 391.513 4734.68 3112.93 1621.75 1609.09
internal_count=561967 250069 2819 247250 51105 50829 44122 43026 31291 15629 12588 15662 6840 3041 1559 5748 5025 4004 3821 723 196145 13872 3188 140312 85055 2776 55257 39119 16138 16076
is_linear=0
shrinkage=0.05


Tree=413
num_leaves=31
num_cat=0
split_feature=33 0 43 26 34 35 37 13 33 34 38 20 14 20 21 47 28 26 7 41 17 46 22 27 0 26 25 45 23 8
split_gain=10.5326 25.9522 35.1867 31.2261 40.4819 33.3593 42.6108 35.9419 30.8735 38.8184 33.427 29.9477 38.2482 54.9003 44.3241 36.7673 33.0018 33.0623 32.874 50.6698 32.4781 31.8453 30.7316 29.1422 29.0392 31.8765 28.1163 28.8501 26.983 26.8154
threshold=186.2905456327488 13.65 6.7382724326740435 3.6760732594546237 0.17151195877573874 2.5993040718130094 0.22932722110898643 20.15050155309029 125.19085501968034 0.27297151265311975 4.0695790404303915 2.510719235929622 8.012398275672199 8.9068718320043079 4.6019159651797112 0.96147303978186216 3.4205444358315913 4.4042354359950302 2.3850000000000002 10.738070465188967 124.27509085028663 0.016940253301640874 98.950024078984583 3.7416071453442865 3.2500000000000004 6.6138149865728897 4.4013205305801542 0.19387322850951974 9.562660567077037 1.0350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -5 29 7 8 9 -7 -11 16 14 20 15 -13 17 -9 19 -16 28 -20 24 -3 -22 26 27 -26 -14 -6
right_child=-2 2 -4 4 5 6 -8 11 -10 10 -12 12 13 -15 18 -17 -18 -19 21 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0019522159737524352 -0.00063682574143349038 -0.02072956771065539 0.01128981984218245 0.013684269193494501 0.11564690089043764 0.0047428801251256404 0.0061599467391641434 -0.029232619590376176 -0.0069191871899352223 -0.05118438761297775 -0.0052456146595758948 -0.037611895242841725 0.033197335605659205 0.020493229166274291 -0.052502821399626559 0.044389843228102133 -0.03641496690201014 0.060177598398922533 0.029916814656386011 0.073169981969556958 0.06499735999223244 -0.012133754796597415 -0.022294133765537235 0.0048580846902873571 -0.046658833643316244 0.028296754312990408 -0.050542154128911165 0.030035147207803616 -0.025293411175388261 -0.008226596279100766
leaf_weight=5411.9274289420282 27285.053780527523 431.465170334297 177.74944730231073 769.35912823904073 4.3911196952685705 2192.4864738320903 4844.9573341904616 12.220202316471839 1987.4582641311281 41.303343594539911 959.34647419006797 17.280621825600974 22.350050390465185 584.66153183873394 79.70361132331891 65.415729395434028 14.170994094340129 67.181358335539699 53.049734887550585 8.91802562586963 27.452222399180755 297.59671786322724 64.61803483084077 149.94806089415215 17.149573599221185 109.88503087009303 30.829688442638144 43.026131061371416 167.41324324853485 861.85555232164916
leaf_count=97218 351509 3148 1179 6782 39 19295 33470 400 19101 434 7077 614 124 4471 1409 749 196 569 278 40 145 2411 996 851 244 505 458 345 2699 5211
internal_value=-2.46371e-06 0.000884467 -0.00817857 0.0012513 0.00255054 0.00186935 0.00256983 3.55739e-05 -0.00202667 0.00101851 -0.00714181 0.00638384 0.00476544 0.0101895 -0.00632645 0.0272544 0.0338726 0.046417 -0.0126484 -0.0398563 -0.00229005 -0.00577187 0.00814794 -0.0141304 0.0167627 0.0101713 -0.0117145 0.008178 -0.0184045 -0.00759867
internal_weight=46800.2 19515.2 759.163 18756 13344.1 12574.7 11708.5 6863.52 5180.59 3193.14 1000.65 1682.92 1589.35 1067.39 521.964 82.6964 93.5726 79.4016 439.268 88.6216 482.724 350.646 292.961 581.413 228.343 200.89 91.0054 60.1757 189.763 866.247
internal_count=561967 210458 5178 205280 108062 101280 96030 62560 45907 26806 7511 16653 15488 9987 5501 1363 1165 969 4138 1449 5516 2689 2693 3999 1697 1552 1047 589 2823 5250
is_linear=0
shrinkage=0.05


Tree=414
num_leaves=31
num_cat=0
split_feature=36 33 31 47 34 37 38 26 37 24 8 20 21 12 27 34 26 36 33 14 3 40 34 8 22 46 0 23 38 28
split_gain=10.8248 28.2565 31.7727 27.514 26.9493 34.5802 36.5115 35.3547 31.4732 39.0316 36.4392 53.4691 35.1255 36.9722 35.6153 38.883 33.0159 32.7984 40.6076 37.2655 30.895 34.7371 31.2625 28.8486 40.6285 38.2385 36.0443 35.3279 36.253 34.5836
threshold=275.58615289811581 243.09325081330579 -0.46015981211685314 7.9236806708026855 0.18374645257177266 0.10480903415390076 8.295631029327458 2.0494399316673362 0.18855473043318885 28.941081785926183 1.9950000000000003 20.632297532294995 17.402920093684063 97.654739114430043 4.7309812828801974 0.23296630829958598 10.729545205863907 829.99708208904622 164.86285017796561 23.351444790478414 1.0000000180025095e-35 0.32094938406144452 0.23683134884379572 1.5550000000000004 40.22958807415722 0.075318513929864564 4.2500000000000009 5.2527351338682111 3.9371039764692539 0.37437407281276752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 23 -8 9 17 11 12 13 14 15 -10 -11 18 19 20 -6 22 -22 24 26 -26 -7 -28 -29 -25
right_child=1 -3 3 -5 8 6 7 -9 10 16 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 29 25 -27 27 28 -30 -31
leaf_value=-0.0011399867371759069 -0.028945083103558467 -0.00073510170506728846 -0.0012413116690142868 -0.0023574236157000205 0.0067162005348565387 -0.059700490922841722 -0.016855333943951906 0.035868254831722651 0.063034215530024196 0.022352047265832731 0.0034560112522587943 -0.043872688472285905 0.064109613194324608 -0.031285737571910402 -0.0049155913327908543 0.020497304500414992 -0.0029629206801576081 0.0053561751736276222 -0.013658006957966396 0.033255824670105981 -0.0021658632897561358 0.014716550037277887 -0.016419978405573576 0.041419374383454742 -0.034053462592660615 0.34239466128361268 0.2608783018347533 0.25850413618426349 0.023003208404397117 0.0090835248882285401
leaf_weight=14450.350307253771 81.047755678242538 18965.545234680845 681.92342453062884 2426.8090100301197 705.68784507468808 11.197491182421798 36.715291761094704 237.33112364710541 63.377590526652057 330.0750067786139 2702.927206052409 34.455370680865599 42.289613739587367 37.236756014230195 110.86633384547895 352.70607694570208 211.21614527213387 1209.7874614540488 855.06239838304464 76.694022987911012 930.75162047849153 187.20723195443861 655.6256795070949 89.026203150424408 96.007820271188393 0.6793487393297245 1.7429111001547415 1.6960230041295279 44.812903257436119 1161.4218464238802
leaf_count=190096 1342 245165 13471 16016 3694 515 1102 2166 479 2852 14531 1079 155 891 1593 4026 1121 8124 11724 619 13276 932 8056 1257 8637 5 16 12 881 8134
internal_value=-2.26258e-06 0.000506072 0.00226586 0.00245612 0.00353092 0.00825514 0.0121084 0.0288046 0.00221876 -0.000229114 0.00599768 0.0167164 0.0201586 0.0168641 0.0202666 0.0269765 0.0124739 -0.00171717 -0.00422587 -0.00107049 -0.00213234 -0.00565307 -0.00805687 0.00885541 -0.0114088 -0.0314084 0.0211182 0.0398732 0.0315911 0.0113857
internal_weight=46792.3 32341.9 13376.4 13295.3 10868.5 2362.55 1680.63 274.046 8505.97 5162.11 3343.86 640.932 606.476 564.187 526.95 416.084 541.291 4620.82 3411.03 2555.97 2479.27 1773.58 1586.38 1406.58 156.136 96.6872 59.4493 48.2518 46.5089 1250.45
internal_count=561967 371871 126706 125364 109348 36196 22725 3268 73152 50398 22754 8223 7144 6989 6098 4505 3973 46425 38301 26577 25958 22264 21332 19457 10066 8642 1424 909 893 9391
is_linear=0
shrinkage=0.05


Tree=415
num_leaves=31
num_cat=0
split_feature=36 17 0 22 19 26 0 41 16 26 40 15 40 18 40 40 42 34 8 32 0 27 14 16 26 36 37 8 13 16
split_gain=10.41 42.6922 45.2873 49.4114 48.9114 45.6002 47.9297 41.582 39.5969 63.7759 38.7444 38.3295 36.1363 32.4557 38.8967 37.352 34.5398 32.1825 40.2901 33.0154 32.1753 32.1158 31.9569 31.1831 33.29 30.8988 30.3098 55.2088 70.4735 30.7787
threshold=403.00410534731083 98.28596201452963 11.250000000000002 35.084809883358943 12.348361844155855 5.6288996931682478 6.5500000000000007 4.7871855658863653 4.1360921103817665 5.4161645218002201 0.25852053744290165 4.0746316104092424 0.1822718734927746 48.651029543534882 0.067847340936605674 0.16456989362334426 12.459675108877834 0.27058785068796648 1.5250000000000001 -0.19132036983289488 4.4500000000000011 1.8058388619415779 3.3387040198861113 5.4170594949661952 16.378779625725933 355.15747075206576 0.2607683411027647 2.1850000000000005 6.8661362751262223 6.5844881268324427
decision_type=2 2 2 2 2 2 2 2 2 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 20 11 23 12 -9 13 -4 21 -1 14 -10 -15 -17 18 19 -6 -5 -3 -11 -7 -25 -12 -20 28 -28 -30
right_child=-2 2 10 4 17 6 -8 8 9 22 25 -13 -14 15 -16 16 -18 -19 26 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.024299497167067027 0.0006865593511130464 -0.015087962522076476 -0.011665514979514941 -0.0089846781073815059 0.061801123400722281 0.024559019613715424 -0.013465575199619393 -8.9155668071403641e-05 -0.0803005914091698 -0.02383579937022192 -0.081204743473247021 -0.020107842532041641 -0.0010976256149181443 0.061424663522960402 0.013820854161357289 -0.066990935942043917 0.025970514173931515 -0.014372996476855396 0.0015427708621935487 -0.019229013843429951 -0.026732879067934034 0.0060067959660768588 0.0031594912467044116 0.00044048130421443294 0.034654904068836562 -0.016827990270611319 0.50158526484637489 0.007487599099787124 -0.012684659755113056 0.098236716162077298
leaf_weight=170.82261451981321 25245.657455572829 246.63179860898526 153.25324801687384 600.32943223560869 13.116445918218231 396.24645617417991 192.41960920533165 3193.5495908020675 11.081654231529681 118.57807409099769 45.935305818216875 305.1626873514615 9539.4015276672435 79.203722135105636 1159.9794623389025 11.297596871445419 86.464985529833939 499.84511886598193 1159.299073906237 302.1951211184205 444.38859267548833 672.18990112474421 1452.7385504396516 439.58487402624451 84.810789064504206 31.36661495314911 0.97251760959625144 93.540269549470395 8.4232035928871465 24.28535046428442
leaf_count=4453 279076 3218 1742 24628 525 1519 1043 69090 237 1072 415 3901 75748 1063 14313 307 845 6332 13926 18935 15847 6738 13392 2389 250 193 2 508 137 123
internal_value=-2.33366e-06 -0.000809849 -0.00451432 -0.00360158 -0.00769215 0.00190561 0.00922961 0.000527899 0.00375838 0.00796731 -0.0262227 -0.00475466 -0.00150579 0.0159461 0.0129302 0.0359038 0.0152277 -0.00329688 0.000159374 -0.0158583 -0.0165342 0.000344502 0.00112231 0.013973 0.005974 -0.0550827 0.00408512 0.0272522 0.0821431 0.0696719
internal_weight=46782.8 21537.1 5714 5483.44 3146.4 2337.05 1113.06 15823.1 6112.89 2919.34 230.555 1223.98 9710.22 1348.03 1171.06 176.966 97.7626 2101.68 1601.83 315.312 1044.72 918.822 1571.32 920.642 524.396 77.3019 1286.52 127.221 33.6811 32.7086
internal_count=561967 282891 102371 100021 80963 19058 5201 180520 100319 31229 2350 13857 80201 16765 14550 2215 1152 40488 34156 19460 40475 9956 14464 4158 2639 608 14696 770 262 260
is_linear=0
shrinkage=0.05


Tree=416
num_leaves=31
num_cat=0
split_feature=33 27 12 45 43 17 16 18 17 47 0 21 22 34 8 9 39 32 12 40 8 27 23 8 43 20 35 45 38 0
split_gain=10.5298 26.6617 24.4355 24.8396 32.8465 30.3889 31.4196 27.6455 23.895 24.2902 41.077 31.094 29.2241 28.2801 24.6794 23.5186 23.0362 30.2765 33.146 32.1549 31.5527 27.7371 32.5001 26.7429 23.7877 23.5574 27.4931 28.5917 23.8483 24.189
threshold=66.445233641788036 1.2889240941885693 13.958055987996898 0.29461948147074263 4.5368152114759077 59.857321788393733 6.4025434890347359 15.726873203399725 16.310857543659896 1.0927645638151884 6.9500000000000011 2.3768694311382763 14.053096234294427 0.65840085589095954 1.175 3.7850000000000006 109.03045958830752 3.3384219758858067 26.859238437173705 0.2406818112585592 1.2450000000000003 3.3746115501201333 15.151737725982539 1.9850000000000001 2.4565213478167562 1.329626889542056 4.4665901553813709 0.41068562014088333 5.3480255482546015 12.15
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 9 11 13 12 -4 -11 -14 -2 -3 18 19 20 -18 22 -20 -23 -19 -22 28 -28 -27 -30
right_child=2 16 8 4 -6 -7 7 -9 -10 10 -12 -13 14 -15 -16 -17 17 24 21 -21 25 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.011758704045047124 -0.0096677509331109784 -0.0030597571229242803 -0.013502142006247553 0.023634909030320114 -0.011523778238771416 0.0034369052793442019 -2.5456817091272333e-05 0.13901964894503693 -0.00017372278868727414 -0.0084329185682375483 0.024509736330702057 0.0094666898861618456 -0.025891798560112256 -0.12313696823064768 0.081639721125953177 -0.059227185275973898 0.044020381675965392 5.4457729119120071e-05 0.033390811562088993 0.026187954208005983 -0.054343961872606976 0.10122987465528488 -0.071228409503489881 0.015684440168304992 -0.052228615000929374 0.001085268429398243 0.045256615225139463 -0.039566115422831262 -0.049159305463159955 0.035674760358429557
leaf_weight=659.50467806312372 1004.3223834209493 1525.4226679910207 15.035258878953753 65.377503147465177 224.73701108439127 196.15755846607499 5.0135857630521086 12.456871143542228 41183.264630977588 356.88359676895197 111.79533673403785 697.99805924843531 6.1796430499525732 5.4557227948680511 39.07703632581979 24.523169291613158 32.583902070589829 65.676258797815535 46.487992094829679 147.87704396131448 24.970638048253022 26.093617673555855 8.8340303612058033 14.058040682692079 32.531976726721041 112.45759538165294 45.260642554727383 12.728650950593872 56.923357903608121 9.857841201592235
leaf_count=5521 7351 12564 123 526 1452 1433 33 36 519501 2191 586 3505 222 46 300 262 927 469 335 740 427 304 216 85 373 1110 407 188 693 41
internal_value=-2.44988e-06 0.00295861 -0.000192536 -0.00639494 0.00270211 0.014161 0.0395521 0.0991172 3.1573e-05 0.00689183 -0.0019853 0.0124424 0.0468923 -0.01016 0.0669567 -0.010849 0.000273905 0.00826528 0.0129244 0.00716144 -0.00238317 0.0396443 0.0166848 0.0712784 -0.0172646 -0.00814982 -0.00328743 0.026638 -0.0129692 -0.0366366
internal_weight=46769.5 2821.27 43948.3 1532.59 503.743 279.006 82.848 17.4705 42415.7 1232.42 474.135 758.29 60.2919 362.339 45.2567 1028.85 2161.76 636.342 538.133 442.66 294.783 95.4737 55.322 40.1517 98.2082 262.199 237.228 57.9893 179.239 66.7812
internal_count=561967 24400 537567 11093 3480 2028 595 69 526474 6973 2823 4150 645 2237 522 7613 18879 6315 5473 4533 3793 940 551 389 842 2866 2439 595 1844 734
is_linear=0
shrinkage=0.05


Tree=417
num_leaves=31
num_cat=0
split_feature=43 0 32 8 28 43 26 22 31 20 22 0 21 37 35 21 25 29 8 25 40 25 21 17 20 33 1 45 0 21
split_gain=10.4636 27.4366 30.3246 30.1413 41.5689 29.9759 37.8549 43.9196 33.0688 29.7311 29.3526 29.0378 28.0453 28.0057 26.5042 26.8152 26.2017 25.9126 25.6042 41.2748 34.1295 24.2451 24.5457 23.7365 34.9608 35.3762 26.7854 29.6972 28.5299 31.788
threshold=2.3797351970813265 9.8500000000000032 -0.19132036983289488 2.3550000000000004 0.63694534066410335 6.7382724326740435 8.5718079285925395 13.473239636523983 1.050146596824076 4.2287696875199901 58.413274367025814 15.250000000000002 13.056227313687593 0.093969939440561631 10.053456262413654 5.1081981150989195 1.6007367573004823 30.598171384938567 1.7250000000000003 4.4013205305801542 0.071039577672657783 2.2238850922324982 4.6364760929529778 95.988440807125684 6.1146406567658511 1015.5074194307131 1.5000000000000002 1.8371777459859631 11.15 8.2977610629552014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 -3 4 21 6 10 8 -8 13 11 -5 -9 -6 15 16 -15 -16 19 -11 -21 -4 -23 24 -1 -26 28 -28 -25 -30
right_child=1 2 3 5 9 -7 7 12 -10 18 -12 -13 -14 14 17 -17 -18 -19 -20 20 -22 22 -24 26 25 -27 27 -29 29 -31
leaf_value=0.002518726569952614 -0.0013996154406409923 -0.077941033859976375 0.023215182957721604 0.0015046963597829506 -0.088338680322415486 0.0091852202175401448 -0.27845650106229303 -0.040887403470621364 -0.067258648444294522 0.054195604998224983 0.016807920446071128 -0.026787931433560386 -0.0069880894079530189 0.0074655993670096543 0.026880491827361738 0.020394567922393567 -0.048114434507099235 0.16117443189390648 0.014671583793699282 0.12950035661033904 -0.0028108822711592641 -0.060609048892371689 -0.0090215871847690362 0.0053200820391762285 0.020720940018479402 -0.036271245806533514 3.4600616757042343e-05 -0.0066940583810907693 -0.039342618898173955 -0.0012737430329632722
leaf_weight=2411.6478192361828 20096.225580170547 11.23248872021213 42.494052160938736 403.8421300908085 8.6603463746141625 622.21198498946615 2.5749013321474177 81.729528378229588 6.6149650970473886 127.3088587790262 223.64595630532131 116.95345777180046 240.69583985768259 39.975781211163849 16.10164111061022 66.293685576878488 45.158388056443073 4.623425069032236 353.56257448811084 5.2574468692764631 66.807647748035379 29.281798136507859 108.49028863484273 3372.3554096522275 451.72782250421005 28.974791274755262 15669.287085149015 1831.5005540355924 74.011147642508149 211.64891640190035
leaf_count=31795 231758 125 393 2209 128 4520 34 520 62 507 1080 708 1309 320 68 284 814 23 1516 16 607 1186 1203 17050 4287 314 240261 16869 450 1551
internal_value=-2.3558e-06 -0.00077182 0.00403711 0.0043896 0.0117105 0.000449441 -0.00460188 -0.018653 -0.126434 0.0169957 0.00165727 -0.00484889 -0.015581 -0.000604722 0.00380883 -0.00344914 -0.0220162 0.0568393 0.0227512 0.0370792 0.00684177 -0.00980211 -0.0199859 0.000724513 0.00497296 0.0172857 0.000143762 -0.00066957 0.00403493 -0.0111369
internal_weight=46770.9 22719.7 2623.52 2612.28 914.016 1698.27 1076.06 331.615 9.18987 733.75 744.442 520.796 322.425 180.813 172.153 151.428 85.1342 20.7251 552.937 199.374 72.0651 180.266 137.772 24051.2 2892.35 480.703 21158.8 17500.8 3658.02 285.66
internal_count=561967 249390 17632 17507 7065 10442 5922 1925 96 4283 3997 2917 1829 1637 1509 1418 1134 91 2646 1130 623 2782 2389 312577 36396 4601 276181 257130 19051 2001
is_linear=0
shrinkage=0.05


Tree=418
num_leaves=31
num_cat=0
split_feature=0 8 20 26 25 21 35 8 21 45 30 27 15 29 26 47 35 40 26 16 9 28 28 49 7 17 42 30 26 40
split_gain=10.4307 55.3046 32.0454 43.9807 41.9367 44.7488 31.1842 29.1953 33.4388 37.3733 31.7027 25.6112 27.9042 26.6329 26.7671 25.7738 44.3323 38.125 25.13 24.7075 24.5995 23.6911 31.8513 23.6028 25.1083 22.6585 21.6644 21.1264 21.0848 33.5936
threshold=3.1500000000000008 1.3750000000000002 16.899217495190484 9.0810902916463228 9.4818971343672516 8.5796794149453621 3.1434135850622074 3.4650000000000003 6.3487626444929441 1.6363026736217183 -0.01961868574668001 2.1218721789040416 10.535311262522759 20.143148671362582 4.0879037604265571 0.11343252714847969 8.3805532022678602 0.16775360469414344 7.0086927904690208 8.986348988857797 1.8350000000000002 2.1964874588399099 2.8699191755320537 0.26229991406695197 1.7150000000000001 27.275910189692034 16.733308289506642 1.6623464504816394 7.9579556697814722 0.28771059991655118
decision_type=2 2 2 2 2 2 2 2 2 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 19 -3 8 25 21 18 13 15 -1 -15 16 -13 -18 -9 -5 -7 -10 23 -23 -25 -8 -11 -4 29 -17
right_child=-2 2 27 4 -6 20 7 10 9 26 -12 12 -14 14 -16 28 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.021890208006441727 0.00016844700177083636 -0.040718873880665869 -0.015028857800888994 0.032157939342125373 0.025919374644449683 -0.0067619552897672051 -0.0228677227634747 0.024833542391158901 -0.038965690200734891 -0.011423563376777648 -0.0019431314535742041 -0.060139047139785462 -0.061438940760120742 -0.054558703344936801 0.12297659742281511 -0.018834662209408999 0.046087521542766866 0.23474031594122369 0.11091963047411711 -0.05463664216650746 -0.045727244820033972 -0.081438547625582641 -0.037431606403685973 -0.077547669403013705 0.038669038373138086 0.0014883803304462371 0.075774653160433039 -0.051130925061775349 0.02665056645770188 0.033389375916324161
leaf_weight=153.09415422403254 44444.864845085001 78.74584627430886 124.49460878683021 93.32953380048275 189.11810368904844 197.33020752482116 124.25740887317806 35.494823537766933 207.28226296254434 14.721750197699295 146.44564735842869 4.6605468781199297 15.726063273148609 2.5693312350485931 12.224734242772682 128.76816428379971 6.5082999928854388 4.550581649877131 11.137505525723098 8.9891779469326121 50.966856794897467 5.5906572709791353 55.000556962098926 5.175604175310581 45.547404105775058 412.44489827641519 13.800618837587534 60.078636552847456 67.813605550676584 40.471535626566038
leaf_count=5737 522892 891 1489 366 997 1329 1410 147 2486 143 724 183 768 398 91 10120 225 30 43 97 405 98 639 82 267 7959 67 794 620 470
internal_value=-2.03314e-06 -0.00327313 -0.00699544 -0.00484151 0.00694242 -0.00329353 -0.0103451 -0.00812408 -0.011972 -0.0240652 0.00948978 0.0127625 0.00318425 0.0280808 0.0921435 0.00720474 0.0692058 0.123716 0.045394 0.0245326 -0.0147602 -0.0289741 -0.0103683 0.016064 0.0268107 -0.00415055 0.0307675 -0.0267801 0.00309334 -0.00634594
internal_weight=46761.2 2316.34 1879.95 1695.38 539.734 350.616 1155.64 1076.9 883.821 347.119 193.078 436.387 268.499 167.888 14.7941 252.773 15.7194 11.0589 46.6323 102.319 248.297 318.596 111.314 56.3137 50.723 536.702 28.5224 184.573 237.053 169.24
internal_count=561967 39075 20433 18150 3194 2197 14956 14065 13151 3782 914 18642 12416 6226 489 11648 438 255 190 463 1734 3572 1086 447 349 9369 210 2283 11210 10590
is_linear=0
shrinkage=0.05


Tree=419
num_leaves=31
num_cat=0
split_feature=1 7 22 38 37 0 14 25 26 15 22 36 28 46 7 21 19 15 24 36 47 0 33 31 22 16 35 45 23 8
split_gain=10.4649 11.7031 13.3871 12.1323 47.6789 19.4562 23.3355 13.6109 15.7924 19.0379 11.7431 10.922 18.6838 20.9395 16.7856 29.9154 24.7496 29.7046 20.3843 16.8727 16.6008 16.737 17.0304 16.228 19.6923 15.7453 15.7447 15.1593 25.9971 34.2888
threshold=3.5000000000000004 3.1650000000000005 20.448515428355467 2.540930713716937 0.28697887016966611 3.7500000000000004 32.125108354333186 3.1532271231387692 19.288965265384228 37.027788685644673 60.958558626084717 249337.88622641834 1.2671887664633832 0.0026135386596243715 41.505000000000003 7.8608245142103659 30.31754500146414 2.9790697956029315 3.9600460136985736 735.64448054863828 0.54411663991819459 8.4500000000000011 22007.569215382013 0.17944515534461439 2907.497037675224 3.4266355668374184 4.0499154139872617 -1.2007780551081888 27.218817591907754 1.9550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 5 -3 -7 -5 10 -10 -9 14 20 -14 27 16 -16 -18 19 -17 26 -22 -23 -20 -25 -21 -13 28 -1 -30
right_child=1 3 -4 7 -6 6 -8 8 9 -11 -12 12 13 -15 15 18 17 -19 23 25 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00079129055179308783 -0.049878321168918813 -0.047210945687539786 0.049256644169162443 -0.0040722008430152034 0.0072643801174502309 -0.3217290989909864 -0.092257730076364328 0.013846474979490916 -0.0021163190696804573 -0.12786063234699646 0.040928274925714665 0.054306557843256789 -0.021433429756512724 0.0071320920258047277 -0.04830919325959615 0.061697585307121161 0.088936460194959197 -0.06572687985177228 0.0098418796256413074 0.034376311501059478 0.043244202652553826 0.016051466217816595 -0.081434774584389774 -0.011273665642914635 -0.071971658333959229 -0.098955625643783407 -0.074354430819342066 6.8907473179219097e-05 -0.039372771604615997 -0.0057236550381380147
leaf_weight=758.3289233049727 3.8878598157316473 4.1493205055594427 27.445253945421427 146.76961534400471 32.311112918891013 2.0485719833523035 2.4127427153289318 144.90441649849527 45.224987203255296 3.2247474864125243 55.306096250656992 3.4549892842769605 78.107242656638846 359.1140370243229 71.7125346835237 20.336822219192985 7.735608453396706 5.185563817853108 89.668256281875074 5.4290483361110073 75.682078100158833 30.500262948684394 5.2513475166633716 162.45284588821232 14.560119458474217 3.7392803439870477 7.6268677782500163 44257.986132217629 116.84524963266449 215.04288598196581
leaf_count=7577 28 23 68 753 209 31 18 703 415 27 218 7 697 2702 1421 38 44 137 686 26 323 178 47 1045 190 30 82 540219 2809 1216
internal_value=-2.19546e-06 0.00743959 0.0369558 0.00532012 -0.0205967 -0.125144 -0.197628 0.00800216 0.015129 -0.0104857 0.0213275 -7.73846e-05 0.00686467 0.00202901 -0.000162357 -0.0106159 -0.036832 0.0268665 -0.00312476 0.0363103 0.0241217 0.0299258 0.00173228 -0.00748778 -0.0162664 -0.0200028 -0.0342418 -7.4572e-05 -0.0058992 -0.0175702
internal_weight=46756.4 467.685 31.3331 436.352 40.9217 8.61064 4.46131 395.43 248.66 48.4497 200.211 46288.8 559.737 437.221 45729 380.82 84.6337 12.9212 296.186 29.5052 122.516 111.434 35.7516 266.681 177.013 9.16833 11.0819 45348.2 1090.22 331.888
internal_count=561967 2493 96 2397 281 72 49 2116 1363 442 921 559474 4036 3399 555438 3617 1602 181 2015 94 637 548 225 1921 1235 56 89 551821 11602 4025
is_linear=0
shrinkage=0.05


Tree=420
num_leaves=31
num_cat=0
split_feature=47 21 47 8 40 34 7 25 0 19 17 30 19 24 40 25 37 30 0 21 26 22 17 15 43 33 9 14 22 25
split_gain=10.0742 16.5988 15.497 39.6481 33.8677 32.3257 34.0248 29.6058 31.6889 31.4939 31.7068 31.2753 27.3166 27.2323 25.7143 27.3069 25.5596 24.909 24.5523 65.1065 32.363 33.3502 27.0664 35.0545 26.3995 24.2026 22.1035 26.7478 21.9983 21.5633
threshold=884.38907311785408 1.7810250017274802 6.6406517423143416 1.4850000000000001 0.10797639669387403 0.12526896436639703 3.7050000000000005 3.7642154218414325 4.9500000000000011 9.9532213683274922 922.16234993114404 5.8401385013505474 1.4624411426408865 2.4390338716467945 0.11277222340819607 3.0730770645624252 0.14305485007109706 0.07480326026731654 9.3500000000000032 8.9996004066982014 5.9562263212730677 94.490701546040938 15.001174961217146 4.4484178003089374 7.4161418975650717 582.50117632791523 8.1600000000000019 301.82134385319245 147.40667478791943 4.2500929905319618
decision_type=2 2 2 2 2 2 2 2 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 26 4 16 14 12 8 9 -5 11 -11 -7 -13 25 -16 -4 -10 22 20 -20 24 23 -9 29 -6 -1 28 -28 -22
right_child=1 -3 3 7 5 6 -8 18 17 10 -12 13 -14 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00033706255347672496 0.0598159056924807 0.0052873716869242214 -0.019915001178932391 -0.0053438252533749078 -0.039890016084360741 0.034880958082742379 0.033118501206657068 -0.023775276570751722 -0.023495398619157459 -0.027361813188104368 0.0095765670264602136 -0.212939394812243 -0.0045725951497583737 -0.063576875346122219 -0.014257064162069344 0.05056746054410164 0.045644820308764184 -0.0024999543673335668 -0.017750989116413717 -0.00059279521838945986 -0.021048953432708867 -0.02775458901573858 0.0023799405184215389 -0.23153600552124837 0.018132483637190871 0.17797540892067445 -0.01535950724518791 0.028624446392060462 -0.0676512479804149 -0.13589737827346263
leaf_weight=39943.838862280361 14.326210330240427 540.502541359514 130.63925314648077 320.99432668020017 1.6302328481106076 51.592344309668988 111.37114771583583 7.7838792745023948 154.79180922918022 297.97205226728693 52.271743143443018 3.4295687358826425 293.21583100617863 27.697147289291024 21.949054728960618 62.517662378842942 16.7759215075057 1617.0011367427651 87.492943690158427 539.71875027264468 4.9239607676863697 31.789424579590559 2270.6260383506306 2.7467129053547978 4.17339162249118 5.8459753534989432 54.554267377941869 20.713824331760406 31.857064605457708 24.044391448609531
leaf_count=517048 37 4316 2996 1658 55 127 692 52 924 1725 294 40 3102 208 364 398 174 10038 479 4000 25 170 12105 36 17 37 334 61 240 215
internal_value=-1.98771e-06 0.00669535 -8.24284e-05 -0.00242082 0.00882076 0.0145426 0.00909133 -0.00385616 -0.00789696 -0.0168844 -0.0265979 -0.0323436 0.00133069 -0.0800338 0.0415893 0.0337225 -0.0124543 -0.00433421 -0.000493709 -0.00874223 -0.0375986 -0.0643426 0.00200904 -0.0779659 -0.0994377 0.130469 0.000276233 -0.0224053 -0.0346378 -0.116376
internal_weight=46748.8 554.829 46194 6142.99 695.537 548.122 456.179 5447.46 2474.16 702.365 381.371 329.099 344.808 31.1267 91.9429 84.4667 147.415 1771.79 2973.3 692.143 152.424 64.9312 2281.16 10.5306 33.1417 7.47621 40051 107.125 86.4113 28.9684
internal_count=561967 4353 557614 39931 7945 4775 3921 31986 14887 3925 2267 1973 3229 248 854 762 3170 10962 17099 4906 906 427 12193 88 257 92 517683 635 574 240
is_linear=0
shrinkage=0.05


Tree=421
num_leaves=31
num_cat=0
split_feature=36 33 31 32 0 42 20 26 30 47 46 17 45 27 0 36 34 25 8 9 31 7 13 28 47 43 18 14 30 34
split_gain=10.0527 26.5525 28.7265 25.7147 48.5989 54.5734 42.4642 33.5194 33.4638 35.2124 32.0224 28.9043 44.2569 30.261 31.7146 47.7001 30.4701 28.0189 33.376 38.3946 30.6009 39.8585 31.3591 47.76 33.7245 28.8036 28.3733 27.2892 41.0038 27.0148
threshold=275.58615289811581 243.09325081330579 -0.46015981211685314 0.88399043623148332 6.6500000000000012 14.3341072566694 3.3467550366209022 6.6734112334874647 1.9495915115012439 1.035174893743749 0.013810565265212444 159.98196353172489 0.17135663238972046 5.03578490605942 9.4500000000000011 487.51986989636339 0.15363121025840187 2.8204447277647033 3.5550000000000002 2.4450000000000007 0.29782659622219554 1.675 44.690809387910335 0.40931981865948347 0.93392340098530824 1.2204111152115917 29.362808576783411 4.9484150669144693 0.95605614635752068 0.16984646935045958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -4 12 -5 14 16 27 -13 25 19 20 22 -22 24 -24 -19 26 -18 -16 -29 -12
right_child=1 -3 3 11 5 -7 7 -9 -10 -11 29 13 -14 -15 15 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010981925281002974 -0.027619971921519521 -0.00071465022902416101 -0.0063699239982396849 -0.0011895339593914356 -0.046061712588952024 0.008222181843594167 -0.043359531422973427 -0.027544573158373956 0.02793376723794232 0.00034005285608166338 0.02229535097047234 0.01456026030370379 0.010243264102027493 0.0062698668155231913 -0.067710324099176808 -0.0064171938529494895 0.012805835795479234 -0.012840666357559181 0.010349200041398061 -0.015490170705793114 -0.068914871381741766 -0.0024994380700257487 0.24740483312456685 -0.0051427923295852508 0.01799125453621235 -0.020551426794150496 -0.012551633430439042 -0.095109740516468727 -0.0082127848799440038 0.0084717052610803808
leaf_weight=14442.600371062304 80.298525426187553 18954.417018655775 312.21350580960279 1703.4231928839581 84.947006680478808 565.89801532239653 56.730403840338113 156.73164624581113 83.317336852342123 245.9565940577304 414.48130062085693 288.75661315163597 1682.6201702995168 1052.5263116441783 49.301449491002131 778.20490224921377 191.16263430041727 120.29313436686061 618.28876909427345 465.66617648742977 23.170439810608514 902.33716234381427 3.5130422732327125 4.0076887519098818 337.61657426398597 376.46338389255106 260.84351677293307 16.194656065781601 83.938273856998421 2399.1938151306531
leaf_count=190096 1342 245165 3442 14906 1779 3135 1342 1266 554 2533 9358 4000 12193 9120 551 5345 1323 2506 3457 4427 378 6066 28 60 3831 4597 2651 270 597 25649
internal_value=-1.5619e-06 0.000488595 0.00219593 0.00237625 0.00554506 -0.00303774 -0.0131893 -0.00804425 -0.000126419 -0.00785024 0.00882229 0.000848334 0.00449174 -0.00136561 -0.00314371 -0.0113856 -0.00101529 -0.0023768 0.00028747 -0.0030633 0.00109704 -0.00416217 0.011555 0.112826 0.00989169 -0.0103358 -0.00182744 -0.0372595 -0.0222668 0.0105081
internal_weight=46755.1 32312.5 13358.1 13277.8 4319.47 1193.58 627.683 542.736 386.004 302.687 3125.89 8958.33 3386.04 5572.28 4519.76 927.639 3592.12 3303.36 2474.89 1856.6 1390.94 925.508 465.43 7.52073 457.91 828.47 452.006 149.434 100.133 2813.68
internal_count=561967 371871 126706 125364 49058 10609 7474 5695 4429 3875 38449 76306 27099 49207 40087 6763 33324 29324 20753 17296 12869 6444 6425 88 6337 8571 3974 1418 867 35007
is_linear=0
shrinkage=0.05


Tree=422
num_leaves=31
num_cat=0
split_feature=37 38 43 45 34 45 36 13 41 47 45 15 28 21 8 42 41 47 26 15 49 1 7 21 45 28 47 12 39 28
split_gain=9.98144 39.8734 32.7348 31.803 26.9765 29.8426 25.7068 33.2893 25.3642 34.9567 32.1562 34.7791 34.0436 28.4393 28.0109 27.6814 33.5511 26.7658 25.7629 25.308 25.1237 49.3453 39.929 37.0647 36.4752 47.6623 33.8382 28.8191 29.2952 26.2196
threshold=0.32129380006411362 3.2443637675133394 9.2345236898557008 5.2908005714649811 0.37542133961880769 1.0264006050296193 764.96367981687104 13.463593583142488 3.5691642528309182 1.5379651123820122 -0.43874252115805462 7.073025688821251 0.85684138161418932 5.0308211364760451 1.8450000000000004 17.03218711273178 3.6325788130881356 0.7057521043838505 15.093316252552965 16.901595656581936 0.48749125258167386 1.5000000000000002 4.495000000000001 9.2258643502251925 -0.21813346034721978 2.8699191755320537 0.42756933583525231 45.585562927170265 940.98885605496002 2.4327798238904434
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 7 -5 9 18 15 12 -12 14 -13 16 -10 -14 -1 -11 22 -22 24 -24 25 -6 -23 28 -28 -29
right_child=3 -3 -4 6 5 -7 -8 -9 10 19 11 13 17 -15 -16 -17 -18 -19 -20 -21 21 26 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.042144048840344672 0.0057226439799001501 -4.6594005057030025e-05 0.0078889735620632558 -0.014236851726728573 0.024438552580589534 0.010883251122816002 -0.0041772086743197745 -0.078660106826258347 0.33701466275895819 0.0029526707046093185 -0.050703249338750478 0.13454982491645781 0.012343960204684108 0.0046718449707434107 -0.066412813973760323 -0.002183627093528756 0.071824175288891554 -0.02376022634490503 -0.011046264197233768 -0.097318493345233084 0.0024125285929310438 0.0092353511391592442 -0.01837572291183704 0.018772573562586506 -0.0087006704018794748 -0.011879644356897099 -0.012915148162650875 -0.043393489829604746 0.047412422533918322 -0.015513031138789091
leaf_weight=202.96148913203797 3182.7312449036981 38219.120043470481 215.14365190439275 54.39932544156909 227.24503758043284 506.72992351430003 161.89370026485994 31.758611287921667 1.3214269124437148 133.97053211892489 65.968058212369215 8.0143406661518366 84.24133077787701 138.67199743376113 2.2126712984172618 14.220004989881998 12.243413293384945 131.41291024471866 99.128679612651467 6.6029903252201612 821.89327273983508 127.73623291729018 78.536416680668481 462.98757875617594 844.38437890377827 149.94503175886348 403.46826193155721 169.0175355047686 21.17991011403501 168.29229068243876
leaf_count=2125 20671 501761 1340 357 1691 2927 1193 296 10 690 1223 218 511 1466 66 82 126 984 561 99 3845 1142 738 1982 6931 1160 3566 2476 87 1643
internal_value=-1.48102e-06 -0.000318635 -0.00963415 0.0016816 0.00229102 -0.000452202 -0.0159196 -0.0379839 -0.0138185 -0.0223548 -0.00557363 -0.00893821 -0.0192716 0.0106061 0.0910704 0.04656 0.0976579 -0.0096568 -0.0319395 -0.00175725 -0.00210531 -0.00642042 0.00208374 0.013385 -0.00292611 0.0100009 -0.0145802 -0.0185727 -0.00990623 -0.0294832
internal_weight=46747.4 39335.2 1116.11 7412.2 7164.15 3981.42 248.052 86.1579 900.97 442.664 458.306 430.521 281.622 148.899 10.227 27.7848 13.5648 215.654 302.09 140.574 3474.69 1711.59 1763.1 541.524 1221.57 377.19 889.694 761.958 424.648 337.31
internal_count=561967 511262 9501 50705 48859 28188 1846 653 8161 3475 4686 4468 2718 1750 284 218 136 1495 2686 789 25261 12759 12502 2720 9782 2851 8914 7772 3653 4119
is_linear=0
shrinkage=0.05


Tree=423
num_leaves=31
num_cat=0
split_feature=33 39 23 8 25 26 40 30 30 12 31 24 23 13 35 43 39 43 30 18 30 16 46 30 34 38 46 14 18 49
split_gain=9.94168 26.931 42.8034 35.93 26.802 25.0474 24.9597 30.5607 24.2377 24.1626 26.269 32.4214 28.8637 33.5534 38.4762 32.4216 28.1868 25.7695 69.4572 24.3737 23.6114 30.4607 33.9654 32.7259 31.5741 29.7983 29.082 28.7554 28.8218 25.3568
threshold=103.0017417686023 88.690674720063853 8.2207748857906413 1.9550000000000003 10.515911840359101 2.7835470609897075 0.27420851558888948 -0.31094998016334996 -0.58786864507660408 27.256814299200389 0.50015607258192463 8.3847407120098776 31.923742073737383 12.653354952698047 4.69572334720268 2.8946377412903717 150.30516000409082 4.1327861616292703 0.07480326026731654 10.595012766541059 2.759550988147919 15.601258465414251 0.013810565265212444 -0.29890952322434056 0.30882383747170733 4.7548719939125759 0.022700943178897724 14.232959802236126 8.8127955628951202 0.45412805359186798
decision_type=2 2 2 2 2 2 2 2 2 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 -5 10 11 12 -2 15 -15 -14 -16 18 -17 -12 21 22 23 24 -13 -23 -22 28 -24 -29
right_child=9 2 -4 8 -6 -7 -8 -9 -10 -11 19 20 13 14 16 17 -18 -19 -20 -21 26 25 27 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.04608737425167786 -0.0066337698359748678 0.0065071728748608065 0.0010103766392881252 0.079485416521041102 -0.070270415643394327 0.032857600610377569 0.0015768746526138317 -0.0058587920852025532 0.0049471512722961486 0.00015873396926368471 0.0043082921885221597 0.0042222991650427734 -0.037363913636828172 -0.08233488976715074 0.082587531952794058 0.49354861140163842 -0.02781901751227675 0.078066059403905819 0.05291819447799833 -0.0097306519915766436 0.044112795769077812 -0.014412105043768671 -0.050554230695504292 -0.026930428695115319 0.14821055425191612 -0.10380375845584069 0.0085295907369269831 0.012617006204859137 0.016985940202934761 -0.021788794137452168
leaf_weight=49.17087616736535 1467.3805483814212 128.46482062342693 3257.5791380064038 11.043830384500323 7.5100368501734911 302.64107775117736 2005.5871140825329 1183.8082475441042 874.95073172706179 33755.632720162524 367.94342080620117 14.145561010460371 4.7165449678432223 10.173867395962587 13.158690516953358 1.4763077325187652 10.31056290050037 13.244507524068466 2.268793122144416 1935.3763962572557 77.527409597532824 106.92574256844819 16.27040282334201 123.96654557064176 5.2094199117273083 10.213054442778228 221.41449104557978 96.649615305737825 541.33086979715154 120.09163668373367
leaf_count=1052 15828 3045 40370 32 241 2519 11900 13827 4615 443513 1792 130 98 174 80 12 240 68 39 11687 387 638 153 1135 12 98 1586 714 4727 1255
internal_value=-1.45621e-06 0.00162525 0.00409193 0.0116703 0.0233741 0.0250055 -0.0018648 -0.0074631 0.00587626 -0.000328373 -0.00351505 -0.000311454 -0.00529681 0.0301478 -0.00112208 0.078614 0.0340835 0.110811 0.226613 -0.007488 0.0053803 0.00180461 0.00486954 -0.0174897 0.0429769 -0.022206 0.0177577 0.00900797 0.0150152 -0.0064465
internal_weight=46736.2 7820.76 4582.19 1324.61 438.616 431.106 3238.57 1232.98 885.995 38915.4 5159.79 2856.47 1522.73 55.3493 33.6431 21.7062 23.4693 16.9896 3.7451 2303.32 1333.74 1034.8 917.664 143.322 19.355 117.139 298.942 774.343 557.601 216.741
internal_count=561967 77601 50822 10452 5805 5564 26779 14879 4647 484366 40853 27374 16539 711 494 217 320 119 51 13479 10835 8862 8126 1277 142 736 1973 6849 4880 1969
is_linear=0
shrinkage=0.05


Tree=424
num_leaves=31
num_cat=0
split_feature=34 16 19 8 49 37 31 28 4 8 27 30 28 30 38 12 8 7 12 43 22 8 40 41 36 0 30 37 38 28
split_gain=9.90134 29.876 28.803 32.6937 36.354 26.128 28.0598 30.2554 26.0377 31.8279 30.0929 31.5953 25.1981 24.5036 30.221 48.7009 49.8957 43.8354 33.0972 33.4401 27.3397 26.4297 26.571 48.596 29.1595 26.3637 26.0255 25.2407 27.0974 26.7943
threshold=0.16265717994395917 18.899420142426827 52.246540725337589 3.3050000000000002 0.26773500808286749 0.17791256786666104 1.1107302002000323 5.7944355047516103 1.0000000180025095e-35 2.4150000000000005 0.96496085154742628 1.2239281443207537 0.7237249216490631 4.4328858980256536 6.8053869173832124 22.412893895326377 2.2550000000000003 1.4950000000000003 30.831916051196039 6.386755219675746 212.61882162339177 1.1650000000000003 0.13077247648289383 8.2304104289270388 100.90775542893338 4.9500000000000011 -0.4396273986916252 0.1451334994107831 8.6541199707785488 1.4395348815102988
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 -7 -2 10 11 -10 -6 14 15 25 17 18 20 -20 -17 -19 24 -24 -23 -1 -25 -16 29 -29
right_child=8 2 3 4 12 6 -8 -9 9 -11 -12 -13 -14 -15 27 16 -18 21 19 -21 -22 22 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.074932567714909623 -0.00035098387734441611 -0.027885098495840602 0.027985082101107346 0.027661150826252152 0.035006057415773409 0.0092836877148587734 -0.0010548709055137556 -0.055768637562386481 -0.022394764000536166 -0.0013882358444169719 -0.03769080551911394 0.11633399743348227 -0.027523790162559486 0.0064732954691215754 1.5707864725749031e-05 0.044242290818034054 0.0035542268805095522 -0.037097418803612114 0.0095484824523615897 0.3769426598663575 0.21816340581751323 0.27200547538325909 -0.0083899860818578732 0.26520398815708046 -0.025918676498892242 -0.018574824422571797 0.05618662768003943 0.011887560881990569 0.025707688772154305 -0.0099291594202481279
leaf_weight=36.219121892761905 30854.86450170647 169.29057677509263 69.446015655063093 47.73002633266151 17.868899337947369 2121.5560616303846 1112.2936339121079 18.025687730871141 10.413770730083344 231.36238048551604 145.00599216934643 6.7738902880810192 163.80641153734177 1423.8861390804523 7127.6713262472476 5.7956752509344351 1116.0594625577796 108.72783501900267 71.24103978544008 0.62479086418170382 3.7034830984775908 0.82392903591971745 741.68297652725596 1.6427717814222003 258.76416733374936 48.589047202665824 15.938629968906751 400.63246623618761 192.5251927645877 216.94457033253275
leaf_count=918 299825 1108 242 167 81 23881 7512 203 736 2705 8527 105 1221 12004 139754 140 6012 14928 3670 17 13 28 17444 4 11260 589 137 4822 1242 2672
internal_value=-1.59236e-06 0.00103198 -0.0114068 -0.00207238 -0.0111714 0.00141958 0.00538682 0.00873563 -0.000513988 -0.0132936 -0.030276 0.0322801 -0.0213736 0.000323633 -0.000522595 -0.00542673 -0.00406919 -0.0111069 0.0243364 0.0127426 0.11205 -0.0136644 -0.0111637 -0.00644242 -0.0249731 -0.0426436 0.0757168 0.000966241 0.00932949 0.00422371
internal_weight=46739.9 15491.5 468.142 298.851 229.405 15023.3 3251.88 2139.58 31248.4 393.556 162.194 17.1877 181.675 11771.5 10347.6 2409.81 2325 1208.95 81.365 71.8658 9.49916 1127.58 1018.85 759.264 259.588 84.8082 17.5814 7937.77 810.102 617.577
internal_count=561967 250069 2819 1711 1469 247250 31596 24084 311898 12073 9368 841 1302 215654 203650 55160 53653 47641 3840 3687 153 43801 28873 17585 11288 1507 141 148490 8736 7494
is_linear=0
shrinkage=0.05


Tree=425
num_leaves=31
num_cat=0
split_feature=36 22 0 31 0 7 47 49 21 9 31 40 41 22 46 45 22 41 40 38 37 47 20 17 28 42 46 39 24 38
split_gain=10.0142 17.9914 33.2345 19.9965 22.6643 20.6003 18.1257 17.8923 28.2619 16.5142 16.1647 15.9052 26.8642 31.0213 26.6918 26.601 26.5747 25.8615 53.2201 33.7476 36.5543 45.0963 32.7478 30.8513 34.4403 33.6896 37.8975 30.9221 49.1716 104.288
threshold=249337.88622641834 13687.820286714023 3.3500000000000001 0.96492189614919632 7.0500000000000007 5.7350000000000012 1.0729989965765467 0.34090867681409226 100.68789398573075 2.7350000000000008 0.051429904834569017 0.035990462356050211 37.150241088895086 1024.5408594814667 0.012263843846666704 -0.11492476361653202 434.07988873706182 21.927102149959637 0.064501235069145346 14.260633818093972 0.097367083608748836 1.9415681514616345 5.5257624757729937 125.6528709237971 1.2399248273159595 9.7530811520472653 0.041537036117226665 487.68975479565898 1.6461877266739038 13.936150603285617
decision_type=2 2 2 2 2 2 2 2 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 3 -3 4 10 -6 7 9 -9 -4 -2 12 13 15 -14 -1 -17 18 22 20 21 23 -13 24 25 26 -20 -25 29 -29
right_child=1 2 6 -5 5 -7 -8 8 -10 -11 -12 17 14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.026725860519681073 -0.00027179438927290504 -0.060547304195228573 -0.035217739027197166 0.0058143736767130921 0.016592687495026775 -0.084431258716907556 0.013081253987054581 0.067004408059437054 -0.057386985493904488 0.052792901792026337 0.056135763529524124 -0.001829949721070887 -0.0095170127172489929 -0.069299323283847108 0.012129984197227722 -0.0041663865192647165 0.076002872113951625 0.009292598685455641 0.059157079510864519 0.0063237919668150903 0.00017047822563360122 -0.014757851447581386 -0.024197055829777481 -0.0046799520331153215 -0.041355381046058903 -0.0096989933835741563 0.5134000406704583 0.0028201270553019756 0.0094126802695087032 0.7776948133359094
leaf_weight=137.21386567252921 15.89827647001948 24.236126551404595 9.1894423887133616 285.57741291821003 20.766737847821791 6.666030451655387 120.0179301565513 5.2775796335190526 33.878669641911983 12.690914601087568 63.150842453353107 296.23553019232349 380.55261870392133 29.570173887419514 227.55715020408388 49.223213125835173 13.084795841830781 742.99107660236768 11.734940878755875 2074.4563526853453 39214.771300381413 932.51304645667551 365.61858642764855 800.99361958308145 93.126408088544849 138.44249379888061 0.47786875523161221 1.305861160479252 615.83221920978394 0.65053305751644064
leaf_count=3018 135 321 79 2410 90 55 641 18 361 31 224 11642 5424 567 1752 759 184 8052 558 20603 447471 11006 5805 19041 1669 2476 14 72 17481 8
internal_value=-1.85988e-06 0.00643048 -0.0055612 0.0127096 0.0312021 -0.00795564 0.00179929 -0.0203847 -0.0406212 0.0158297 0.0447911 -8.51606e-05 -0.006914 -0.0215064 -0.00141662 -0.0144233 0.0126693 4.10753e-05 -0.000113232 9.90089e-05 -0.000209843 -0.00595696 -0.0141859 -0.00102063 -0.017452 -0.00267638 0.0769309 0.00180269 0.0102077 0.260479
internal_weight=46723.7 597.35 205.291 392.059 106.482 27.4328 181.055 61.0366 39.1562 21.8804 79.0491 46126.4 837.202 229.092 608.11 199.522 62.308 45289.1 44546.2 43884.3 41809.8 2595.08 661.854 1662.56 243.782 150.655 12.2128 1418.78 617.789 1.95639
internal_count=561967 4365 1451 2914 504 145 1130 489 379 110 359 557602 11704 4528 7176 3961 943 545898 537846 520399 499796 52325 17447 41319 4717 3048 572 36602 17561 80
is_linear=0
shrinkage=0.05


Tree=426
num_leaves=31
num_cat=0
split_feature=49 15 21 17 34 33 49 34 31 25 27 33 35 36 39 39 20 16 27 17 25 22 23 43 29 42 26 21 47 39
split_gain=9.99622 30.69 30.9586 26.1875 31.8525 39.0865 29.2827 27.3636 46.1839 28.1486 26.0721 30.4072 25.9825 29.0179 24.6853 47.4719 26.9595 34.0627 26.7728 24.409 27.1209 35.1116 27.7677 25.6849 26.1284 25.0377 32.4311 24.2762 24.2146 23.9215
threshold=0.22516096074812811 1.8795785126808175 1.5789617123857342 88.047310709186505 0.15113758441988226 353.11854160381142 0.067568102794947099 0.13238690076456161 -0.34534306616897509 6.8554052392602953 4.0911862022010128 154.67593868144789 6.4921854334241029 1183.6924430423512 940.98885605496002 1110.71081171741 6.5911203283604598 5.7755827362521197 2.1577904466138329 353.94133160920393 9.6402651035678506 48.364197499934981 12.688800532540485 2.0045628764373062 2.5676627968312249 12.905100858051922 22.361540467440268 7.05493422048984 0.063524042851444085 537.90370166368746
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 7 14 8 9 -5 -4 -12 13 19 -7 16 17 -16 -17 -6 22 -22 29 -24 -25 26 -23 -10 -1 -21
right_child=-2 2 3 4 12 6 -8 -9 27 -11 11 -13 -14 -15 15 18 -18 -19 -20 20 21 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.03978023279268264 0.00032024013684585329 0.053995230571944323 0.0072605187781586535 0.1075574498749603 -0.0037906236630572947 0.0050269673683789899 -0.0035188666241489338 0.0065499311089990773 0.042787751987195977 0.43673041072703767 0.0099897169738218453 -0.015599928400742534 -0.019954690619021623 0.0073367241989930228 0.13418118416306388 -0.028807146254743145 0.034877553043258624 0.41998171556600528 0.055489684221199743 -0.0094107192852429175 0.037479189195017762 -0.018155672533706198 -0.027130319861601717 0.14035521773193799 -0.0858542843913562 -0.053866863572082063 0.048281662811101127 -0.016509252338453149 -0.010990838483057829 0.074740495908469304
leaf_weight=24.058129169279709 39121.266347110257 26.037328691687435 1546.9772346865502 1.5878168077906587 1694.5841829973215 92.151818249520147 1144.2460817275569 177.49257096243673 100.6208786747884 1.0989491690997963 186.55102443642681 307.34524181601591 293.67617221822729 446.78723107636324 2.68356916605262 13.598105525132267 2.3335699661402032 1.7048663778696207 30.64945980545599 68.481759152491577 45.120922299101949 73.776352221029811 213.48814293224132 1.3345010003540689 29.386274072807282 29.904392183525488 24.458230637945235 20.834537969436496 985.27402918387088 9.6330918425228429
leaf_count=213 465341 1959 12302 57 19865 1665 20564 3201 2046 10 1495 3173 3941 3275 55 198 30 5 290 525 139 1078 2937 26 565 344 77 135 16415 41
internal_value=-2.03911e-06 -0.00166188 -0.000417747 -0.000633701 -0.00275648 0.00294396 -0.000851903 0.0191446 0.0371518 0.242197 0.00406732 -0.00593439 -0.00584729 -0.00427615 0.0204703 0.0483915 0.172194 0.245212 0.0295837 -0.00664514 -0.0164058 -0.000452127 -0.0249815 -0.0332815 -0.0760278 -0.0138087 -0.00161425 0.0326159 -0.00978067 0.000966775
internal_weight=46717.1 7595.88 6586.54 6560.51 4519.63 1589 1287.37 301.635 124.142 2.68677 2040.87 493.896 2930.63 2636.96 143.121 50.9696 6.72201 4.38844 44.2476 2190.17 495.584 173.26 322.324 244.209 30.7208 128.139 98.2346 121.455 1009.33 78.1149
internal_count=561967 96626 79998 78039 61069 28256 22807 5449 2248 67 16970 4668 32813 28872 2243 578 90 60 488 25597 5732 1638 4094 3528 591 1499 1155 2181 16628 566
is_linear=0
shrinkage=0.05


Tree=427
num_leaves=31
num_cat=0
split_feature=36 17 0 22 19 25 49 41 14 47 16 23 26 13 36 18 8 49 26 16 37 40 26 24 49 21 33 34 0 26
split_gain=10.3313 37.9868 38.5274 44.7182 44.7912 41.9467 39.5789 35.8163 36.3357 41.9274 38.5891 42.2304 50.8912 36.7699 35.604 33.8701 40.8405 35.0205 33.1844 33.2182 40.1745 32.6228 32.3394 32.1413 31.6974 35.0053 30.3793 31.3021 29.2438 29.3176
threshold=403.00410534731083 98.28596201452963 11.250000000000002 35.084809883358943 12.348361844155855 1.6855382268996311 0.48476433509851452 4.7871855658863653 3.3837006408928674 0.52141861800807021 4.2155053869922146 10.398782376272676 4.7198604532631423 6.2841993852159126 364.87765975124341 40.532027735290349 1.0150000000000003 0.89372131290569201 16.378779625725933 5.4170594949661952 0.21590171039011849 0.1822718734927746 5.8130237405748071 1.9336430307918366 0.66224198877800078 19.449499670679717 984.49670459565152 0.19323458859749029 4.4500000000000011 2.7623006832663384
decision_type=2 2 2 2 2 2 2 2 2 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 28 6 -3 21 -9 10 -10 -12 13 -13 15 16 -4 -18 19 23 22 -1 -21 -7 25 -22 -23 -28 29 -5
right_child=-2 2 14 4 -6 18 -8 8 9 -11 11 12 -14 -15 -16 -17 17 -19 -20 20 24 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.023176369005295364 0.00068458284358431155 -0.034381183859199929 0.13643153273528796 -0.03693318672337937 -0.0031556271356359641 -0.039435994155766402 -0.00096426945162301179 -0.0030052547696955804 0.0017623027517057075 0.0030292366747593038 -0.0024449403298341691 -0.10146940144922226 0.015663737461080695 0.04983028371067514 0.0021980847359326437 -0.007674554177172512 -0.071915173332825877 0.039575100882775105 0.031235727468439545 -0.04857280954183945 -0.0018475799789075217 -0.00075619373146946134 -0.010100146509530299 0.0094094425175078374 0.027274472275906791 -0.11920513481767703 -0.017646600182046081 -0.10088748086690169 -0.025641584754524206 -0.0043211748824064965
leaf_weight=169.52676597471873 25208.979274322948 141.44139674509643 2.6525883392896494 79.483130572072696 2094.8647123293194 34.675727108260617 237.21150413533906 1606.1557132070593 392.90005504977307 3415.7160730496398 147.03016766242217 4.0946668789256355 337.65938042837661 208.10093136836076 81.987983739760239 55.174327182699926 84.079659888404422 7.6875034279655656 111.40979289542884 73.89888238342246 233.41649274947122 9428.1553775005596 209.39676050562412 1171.3570942382503 110.96648532699328 6.5318766236305228 88.076930110575631 12.954984329640864 439.98757975835179 518.30046128388494
leaf_count=4453 279076 1957 89 10420 40488 427 2556 25602 9430 59238 1002 66 3058 1923 586 540 1099 36 362 921 1219 75018 1327 9782 453 54 588 142 15847 14208
internal_value=-2.19367e-06 -0.000807263 -0.00430881 -0.00346204 -0.00736371 0.00178299 -0.0134468 0.000453911 0.00345181 0.00575368 0.0142929 0.0213576 0.0277223 0.0469107 -0.0242838 -0.0387977 -0.0569846 -0.0625754 0.00473781 0.0031336 -0.00613006 -0.00143522 -0.0201359 0.00800504 0.00517694 -0.00504229 -0.00104844 -0.0283203 -0.0158582 -0.00865737
internal_weight=46713.9 21504.9 5694.52 5462.94 3132.64 2330.31 378.653 15810.4 6111.66 4505.5 1089.79 696.885 549.855 212.196 231.582 149.594 94.4198 91.7672 1951.65 1840.24 634.21 9698.71 283.296 1206.03 350.915 239.948 9529.19 101.032 1037.77 597.784
internal_count=561967 282891 102371 100021 80963 19058 4513 180520 100319 74717 15479 6049 5047 1989 2350 1764 1224 1135 14545 14183 3974 80201 2248 10209 1726 1273 75748 730 40475 24628
is_linear=0
shrinkage=0.05


Tree=428
num_leaves=31
num_cat=0
split_feature=43 0 25 19 43 21 9 30 33 29 17 34 28 36 46 30 34 25 36 26 42 16 32 24 22 41 16 26 25 23
split_gain=10.2263 25.3824 34.1067 57.8301 59.0634 31.4597 26.6766 35.0553 33.4786 32.0865 29.9942 35.4094 31.869 31.9126 29.4526 29.1859 28.7041 25.6334 27.7557 24.6322 42.1104 31.2078 26.0532 28.6916 27.9346 24.5634 24.5537 48.1784 38.0483 37.4945
threshold=2.3797351970813265 8.1500000000000004 1.6007367573004823 16.173388671282883 5.0670908448214922 3.6599093077543308 1.5850000000000002 -0.42601733107658951 470.22837418410535 5.3693716021688784 243.15758425027192 0.16181650046992163 0.93723406563660971 2012.4241255191414 0.048901604496262886 5.6117904377903285 0.91990122346397907 6.4088482639414108 829.99708208904622 15.694981129924964 14.993889061047414 9.7918438169378046 0.20959226061436673 7.52330725758251 34.643405180039245 3.9679815323892007 4.7219149355004317 5.4161645218002201 9.045397718961004 27.218817591907754
decision_type=2 2 2 2 2 2 2 2 2 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 -4 26 -8 9 15 11 14 -13 -14 -10 -9 -12 -7 -19 21 -21 -5 23 -23 -24 -25 -2 28 29 -28
right_child=1 2 3 19 -6 17 7 8 10 -11 16 12 13 -15 -16 -17 -18 18 -20 20 -22 22 24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00071702510306190345 -0.0034645927068397385 0.013612006809186878 -0.054682970666841538 0.0035655154061792248 0.0041925824117944321 -0.011445409853355903 -0.030732064595302141 0.0067532791772561291 -0.0080829651215369447 -0.0037191322652136969 -0.037657284186588237 -0.064621235880660571 -0.012219482233769396 -0.10257211812197059 0.014793912785602792 -0.016144442634062131 0.053511920595569723 -0.059050212658672413 0.020246879298491737 -0.049091550856609441 -0.00070866346437033526 0.037267794207739603 0.0018377838188603003 -0.0096971527711712142 0.03053695522556343 -0.10933744642577113 0.0075398786274170617 -0.00036708943353622208 -0.031590906608857078 0.02849622820589285
leaf_weight=24011.956883071762 3160.3427225493651 613.88583640183788 63.115886558705824 1966.4657031773677 396.08499791403301 360.19642979779746 117.74676445525256 1379.9732921125833 600.76290627580602 5581.3250418311218 139.54805493672029 40.778090423322283 207.94441366178216 10.254781846888362 183.7169386621681 154.77299124110141 9.2028883481398207 58.532365071907407 13.598938359878955 52.51150738587603 313.24175136885606 13.771598864346741 120.74824467813596 14.415380442980679 284.72333734063432 10.833751114550976 1189.478085252631 5319.3411399319884 53.618249453429598 260.11554283543956
leaf_count=312577 60437 3840 2094 13924 2479 2808 2760 15063 7464 65702 1905 574 1533 104 1561 1508 58 903 87 367 1836 39 589 81 1202 120 11172 43106 2128 3946
internal_value=-2.20859e-06 -0.000763311 0.002704 0.000878531 -0.0102009 -0.0217078 -0.00156985 -0.0036416 -0.00325767 -0.00195853 -0.011012 -0.00801759 -0.0240483 -0.0164658 -0.00272544 0.00444414 -0.0320168 -0.0168937 -0.0441003 0.00443583 -0.00765504 0.00627007 0.0182352 -0.020786 0.0219904 -0.0524502 0.000178807 0.0018665 0.0097704 0.0113003
internal_weight=46703 22691 4282.13 3668.24 891.529 495.444 18408.9 8426.03 8308.28 7116.07 1192.21 1043.46 258.977 218.199 784.48 1534.75 148.751 432.328 72.1313 2776.71 365.753 2410.96 444.492 39.0207 405.472 25.2491 9982.9 6822.55 1503.21 1449.59
internal_count=561967 249390 30369 26529 8371 5892 219021 98232 95472 82273 13199 11236 2211 1637 9025 16571 1963 3798 990 18158 2203 15955 2031 240 1791 201 120789 60352 17246 15118
is_linear=0
shrinkage=0.05


Tree=429
num_leaves=31
num_cat=0
split_feature=40 41 46 36 22 42 31 35 8 15 46 43 36 18 49 49 19 31 34 8 22 25 30 31 35 32 19 0 19 42
split_gain=10.1399 26.8896 32.5527 33.4147 40.2509 36.0395 34.2471 32.6919 28.3916 26.5895 26.3582 32.1657 31.9909 37.2561 50.6934 42.1185 36.0206 31.91 31.569 27.5397 26.2506 26.0206 27.3019 25.7153 25.4024 24.6301 23.4656 23.2911 23.2287 23.0171
threshold=0.39056002584406674 3.8075387406872854 0.035835007640810802 142.52064414108892 67.973993225100159 13.441549540877013 -0.066025211895481703 5.7018222220618577 1.5250000000000001 21.084282740085534 0.10910291474429915 7.2312038244241643 358.52507188305964 35.793265823366504 0.34090867681409226 0.22794738204593365 33.320189969535747 0.014609832612046248 0.8051570887690197 4.4150000000000009 30.664514736848393 12.434293040709759 0.69204709765384664 -0.23181223077212801 2.2740534733792432 0.051239860607803674 49.66996793293837 8.9500000000000011 3.6389843561836162 20.368345556783694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 23 9 6 -6 8 -8 -5 -2 12 16 28 15 21 -12 -17 -13 25 -16 27 -23 -4 -24 -19 -11 -15 -14 -20
right_child=10 -3 3 4 5 -7 7 -9 -10 26 11 18 13 14 20 17 -18 19 29 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023762434733163593 0.0040158918304144002 0.00021988088438826744 -0.050234805308616383 -0.00068832644786100215 -0.049216259731271632 -0.027773241422488854 -0.061073840930034012 -0.065826557607055164 0.022621365824880963 -0.0083002534771202188 -0.013598760720082146 0.010575664479960063 0.089342572779375851 -0.050668086667966156 0.010774312595287739 -0.037550653451102152 -0.070579383253113567 0.17808326795648541 0.043027439264447707 0.013291960509932657 -0.02931322209908398 -0.053873069598557172 0.10948516004940645 -0.01355882481830578 -0.010171470379487594 0.054361404284273544 -0.056877624297388796 0.014276803887789659 0.01087121876816354 -0.028693996621221754
leaf_weight=1641.1222244260134 4394.4050653305603 34742.849980523868 52.155670636333525 2675.2872664653987 29.639314030457172 305.10645022317476 10.965790445305172 13.240753660676999 133.38789179304149 67.860912026721053 520.71262892452069 572.32502882205881 9.7668176917359215 48.071619849128183 49.077815062832087 15.593708740198052 29.296009910292923 4.3921346787828943 12.797918503638355 51.717914623674005 243.2267117757583 7.405237365630458 10.709632321842948 571.41602092410903 7.5711255768546826 47.820002405205742 39.232704303809442 19.366856315173209 274.01651492225938 88.841833121143281
leaf_count=10754 24989 481715 687 17294 840 3708 598 182 1047 621 4535 2971 43 579 222 261 326 16 50 266 2576 91 39 4360 66 229 324 99 1720 759
internal_value=-2.07797e-06 -0.000295946 -0.00353118 -0.00601812 -0.00399809 -0.017176 9.27394e-05 0.00936645 0.0162635 -0.00166627 0.00184551 -0.00289316 -0.00737798 -0.000923621 -0.00907011 0.00950396 -0.0166338 0.0291457 0.00601538 0.0391529 -0.0225825 -0.0157059 0.0271196 -0.0166264 0.0599284 0.064769 -0.0260961 -0.0320173 0.0135719 -0.0196632
internal_weight=46689.4 40282.3 5539.41 3898.29 3274.72 492.34 187.234 157.594 144.354 2782.38 6407.11 2012.71 1338.74 788.736 504.953 212.648 550.009 119.524 673.965 103.93 292.305 93.1245 25.686 623.572 18.2808 52.2121 107.094 67.4385 283.783 101.64
internal_count=561967 522130 40415 29661 24614 6375 2667 1827 1645 18239 39837 14848 11068 6207 4444 1646 4861 772 3780 511 2798 874 196 5047 105 245 945 678 1763 809
is_linear=0
shrinkage=0.05


Tree=430
num_leaves=31
num_cat=0
split_feature=24 31 15 0 22 38 42 47 33 8 33 39 45 7 8 31 36 26 21 49 29 12 30 0 7 12 26 27 37 26
split_gain=10.4486 31.0855 25.2902 21.1855 19.582 20.2314 20.0715 19.1926 19.1693 24.2687 18.7435 31.8561 31.4391 28.2883 25.8394 36.8944 25.569 22.9548 24.2467 23.2146 22.7335 31.6993 22.2068 21.8965 21.614 31.1936 30.7578 39.0442 21.1652 26.9641
threshold=40.057716077274499 0.673167871849918 2.0597720110108955 3.9500000000000006 571.27649296120524 8.4132510082829288 12.005361930294908 1.5079909056707466 144093.61222429175 2.4950000000000006 326.61677844230866 1377.9123869531938 -0.45327255760029511 6.6050000000000013 0.84500000000000008 -0.36413034937069283 1488.9328000140365 5.070766581195925 8.2977610629552014 0.80236285882325586 13.72787241789335 384.31724537418546 0.704295471658131 8.9500000000000011 3.0650000000000004 131.49921675379898 5.3343308287194811 9.8786078143323817 0.10149717185493483 8.5718079285925395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -3 -7 9 -6 17 12 22 14 15 -14 -17 18 -4 24 28 -22 -12 -13 26 -26 27 -19 -16 -30
right_child=1 4 10 -5 5 7 -8 -9 -10 -11 11 23 13 -15 20 16 -18 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0002038022127003155 0.0071628074144594496 0.010748466890170867 -0.052763231065462157 -0.052615476798532623 -0.082075529139639281 -0.023497500632108884 -0.0053944969554194817 0.0081544933630666814 -0.086046916837776433 -0.013871067319846936 -0.061422412016812526 0.013891783942949675 0.53503914072021319 -0.023816968223400736 0.043343619994164195 -0.075213630285277638 0.14089076205480552 0.02926968717221828 0.064485454412217813 0.039677477267128433 0.023143430407318706 -0.037106867270010967 -0.010208393158572665 -0.029128929269309951 0.014087615711418783 0.058711705464889574 -0.0038377449051993093 0.36193437474345541 -0.055527667241256941 -0.0041368442172069666
leaf_weight=43513.861773939454 27.153018274228089 298.14914097299334 22.841057555211595 32.635865465621464 15.073774169431998 78.833735564956442 543.68189641099889 122.02550830598921 13.542738992720841 96.785745698492974 37.270226595021086 590.60821759104147 0.46057368081528682 98.598826257977635 18.562726973439567 2.0175634946208438 4.2563456583302468 2.7730944491922846 5.4642034103162578 88.74382248648908 183.42782969400287 24.780079658434261 48.987399017903954 31.136686365294736 349.88377718848642 44.097992751630954 197.77217179874424 1.2934274291619656 30.606596478493884 153.71291945059784
leaf_count=535356 274 1589 1352 485 221 452 3303 694 129 703 673 4352 26 1125 169 155 30 75 30 497 2058 597 566 250 2435 253 1932 8 935 1243
internal_value=-2.04804e-06 0.00277161 0.00656118 -0.0254673 -0.00370742 -0.0141064 0.000322815 -0.00426836 -0.0298641 -0.023062 0.00754964 0.00379701 -0.00439447 0.000272733 0.00595745 0.103105 0.0713959 0.0139952 -0.0301289 0.0158196 0.00436599 0.0159727 -0.032337 0.0117373 0.0122661 0.0190823 -0.00103893 0.135079 -0.00754538 -0.0126704
internal_weight=46679 3165.18 1997.08 59.7889 1168.09 326.262 841.831 200.859 125.402 111.86 1937.3 1224.43 602.681 516.423 417.825 6.73448 6.27391 712.87 28.3053 684.564 411.09 208.208 86.2576 621.745 595.82 393.982 201.839 4.06652 202.882 184.32
internal_count=561967 26611 19520 759 7091 2199 4892 1146 1053 924 18761 12179 7577 6338 5213 211 185 6582 1382 5200 5002 2655 1239 4602 4703 2688 2015 83 2347 2178
is_linear=0
shrinkage=0.05


Tree=431
num_leaves=31
num_cat=0
split_feature=1 29 33 43 30 49 31 35 33 27 7 32 30 32 29 29 30 26 0 35 29 38 14 9 27 43 16 32 35 14
split_gain=10.25 11.2231 13.0838 11.3492 14.5008 17.9025 18.8411 11.3233 10.8327 23.6455 21.7351 30.1293 24.1645 21.9638 24.6094 20.9902 20.9018 19.4925 29.3169 27.5735 25.756 26.1806 25.9002 39.2706 31.6275 30.6238 23.7254 28.0418 40.543 28.1614
threshold=3.5000000000000004 56.289285473472965 274.7080075657978 8.2867420349434742 2.1021327777524497 0.27321698784393661 -0.10785774186819182 5.3047311240957313 66.445233641788036 1.2889240941885693 2.5850000000000004 0.20959226061436673 3.4037666313280535 0.18992904948294048 6.9798095872014132 27.78452935701652 -0.41208501546001597 3.2060806292254478 5.0500000000000007 2.7768512109843377 13.72787241789335 4.8894642765461471 9.1846660330077601 1.0650000000000002 4.8774609755524727 8.608336498087203 6.1229798293226558 1.5529413017502336 4.4036752423509133 0.012973523432002216
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 5 -5 -7 -8 9 10 11 13 15 -1 -15 16 -13 20 19 -19 21 -11 24 -24 26 -26 27 28 29 -22
right_child=1 2 -4 4 -6 6 7 -9 -10 17 -12 12 -14 14 -16 -17 -18 18 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.017681075932344772 0.013285684434713011 0.0012100827478094551 -0.14143654825160892 0.029071256722210288 0.0072760606774526799 -0.12906245078724002 -0.016040723780287116 -0.11330992727154728 -0.00027056929331823148 -0.020079817117078569 0.026620482971003404 -0.050708791769970785 -0.081002633192914161 0.0059213671625816507 0.1257079893006027 0.13988516425671557 0.0020668552853753174 -0.015886072891645186 -0.0040623702396172731 0.01687820382401382 0.043574190770216584 -0.00031180296506085124 0.32236159811382936 0.044080213530329669 -0.026563526892986047 0.056804251220903379 0.13719320470876922 0.032849314499101799 -0.034685386735483451 -0.0058702943507285494
leaf_weight=127.08678450729349 328.04143630294129 3.9311730973422518 2.7195389270782471 10.305925689637659 90.048422251595184 5.7057577148079899 22.792207537218932 3.4441092740744343 43424.611153587684 340.8455258673057 170.22039402578957 19.974211962864501 9.4717235031712317 7.2235463566612479 10.549720817478372 2.6599292369792229 308.8918624840735 73.502145890146494 469.06217027077219 508.17660938517656 51.847504865378141 329.31958863296313 1.397509631817228 13.655567718902601 109.13262685149675 12.252138586249201 3.7634301371872416 93.847578402666841 59.232072961749509 64.776877385214902
leaf_count=849 1740 23 26 32 479 48 113 32 535254 3353 1366 268 124 52 25 14 2801 460 3107 3439 211 3583 7 163 1791 46 11 767 1019 764
internal_value=-2.15229e-06 0.00736832 -0.0571195 0.0083 -0.00406247 -0.0282297 -0.0467175 -0.0288095 -7.66343e-05 0.00294521 0.0112452 0.00585852 -0.00225686 0.0249619 0.0770234 -7.08463e-06 -0.00113856 0.00038963 0.00523815 0.012738 -0.00432723 -0.0103658 0.00554538 0.0699155 0.00309138 -0.0181487 0.0125193 0.0107796 -0.000998164 0.0161112
internal_weight=46678.5 466.989 6.65071 460.338 132.296 42.248 31.9421 26.2363 46211.5 2786.89 656.078 485.858 340.998 144.86 17.7733 331.526 328.866 2130.81 1050.74 581.679 1080.07 670.165 409.905 15.0531 394.852 121.385 273.467 269.704 175.856 116.624
internal_count=561967 2493 49 2444 704 225 193 145 559474 24220 5499 4133 3207 926 77 3083 3069 18721 7006 3899 11715 6936 4779 170 4609 1837 2772 2761 1994 975
is_linear=0
shrinkage=0.05


Tree=432
num_leaves=31
num_cat=0
split_feature=17 45 45 31 41 8 21 8 49 12 13 37 33 38 29 36 29 8 0 23 26 43 16 23 0 33 19 20 42 29
split_gain=10.1268 36.8618 36.4532 36.1503 46.5854 32.859 34.4845 41.8843 33.7644 31.522 43.306 41.5463 33.2956 30.4754 29.5998 29.4576 35.5607 36.3122 32.3232 51.5481 30.2544 41.865 30.6083 29.6426 31.4543 29.444 36.9761 33.807 45.9258 58.5242
threshold=230.960086897607 0.74130905866600438 0.49082791404871934 -0.04016662758300394 6.5103916982129535 0.92500000000000016 4.701661751824922 2.5150000000000001 0.8385255231472496 121.44680922578856 39.447149901613912 0.084426575905427056 7592.3019548640486 11.301697615476217 31.153352753606292 1183.6924430423512 17.678949560647819 1.3450000000000004 12.65 10.742864100778929 6.2701885942046616 1.8419632836521842 12.813276640997584 7.1412132052817023 8.4500000000000011 163.31920890386735 9.9532213683274922 3.3467550366209022 11.556229978081269 17.058034498888258
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 14 -5 8 -8 -7 10 11 13 -13 -1 -3 18 17 -17 20 -20 21 22 -4 24 -22 27 -27 -12 29 -29
right_child=2 3 15 5 -6 6 7 -9 -10 -11 25 12 -14 -15 -16 16 -18 -19 19 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.041734162881542226 0.000779034029795281 -0.015020969224334005 -0.0084509214749452621 0.046784091590453714 0.014899724443679983 -0.0082386496664054853 0.012747328380517276 0.0027579256277903532 0.024549592047365953 0.0036606570944871793 -0.055390210075455297 -7.5848345350690112e-05 -0.048285082418534193 -0.0086071179743813075 0.027004221221064967 0.028990077656321906 0.012129118308503101 -0.0050010909962587211 -0.090457411329568208 -0.016369642615535661 0.03192764713240126 -0.032224514356833225 0.080788815255428845 -0.0030555198526707912 -0.071492778116139175 0.01799658500194452 -0.018650283315430661 0.27282389537408691 0.010993371328546168 0.037857827515056799
leaf_weight=76.772441963752499 9907.1146843568567 602.58663463155972 1367.5569168023067 48.077815906057367 212.10330346129194 683.71535777274403 1824.5475991419225 2469.6922758670989 88.703437539224979 4152.8363983286545 15.174792473437263 19291.210453126798 35.881728795357049 725.56112976942677 45.030665403115563 82.944246529135853 497.40028538851766 1490.0581546386238 27.495146962348372 160.68983733566711 98.236337869893759 201.50868370814715 9.6766566382721049 1673.6750507225515 7.9467754522338501 76.152441210404504 715.99081903562183 3.9923244259553012 74.67301635601325 7.8826336465426721
leaf_count=1577 134737 9880 20500 1278 4984 12566 14510 13399 906 66784 506 222829 384 8838 634 2256 4781 10142 246 1143 343 4907 44 11619 59 1631 9583 40 761 100
internal_value=-2.09605e-06 0.000517826 -0.00104536 0.00404861 -0.00543797 0.00564318 0.00525279 0.00700225 -0.0044733 -0.00032005 -0.00110638 -0.000628174 -0.000165351 -0.0117769 -0.0120988 -0.00426306 0.000476077 -0.00320874 -0.00702948 -0.0271944 -0.00589963 -0.0109384 -0.00782391 -0.00143024 0.0241876 -0.0118753 -0.0151272 0.0134483 0.025518 0.116853
internal_weight=46674.9 31150.6 15524.3 5974.46 859.721 5114.74 5066.66 4294.24 772.419 25176.1 21023.3 20129.4 19327.1 802.334 647.617 5617.19 2070.4 1573 3546.79 188.185 3358.6 1578.74 1377.23 1779.86 106.183 893.866 792.143 101.723 86.548 11.875
internal_count=561967 371190 190777 58157 15498 42659 41381 27909 13472 313033 246249 233628 223213 10415 10514 56040 17179 12398 38861 1389 37472 25451 20544 12021 402 12621 11214 1407 901 140
is_linear=0
shrinkage=0.05


Tree=433
num_leaves=31
num_cat=0
split_feature=32 31 13 24 47 36 24 8 28 40 46 42 15 13 21 41 9 40 35 49 27 30 7 12 12 46 47 21 8 49
split_gain=10.0916 25.578 31.5274 43.8455 36.0473 48.6754 42.5962 36.5141 34.3482 40.8063 33.7208 32.1999 30.3129 32.4334 32.0821 31.1319 30.938 30.8731 31.7749 44.3424 30.1876 29.4504 29.2267 37.4438 35.428 31.0248 32.7721 31.3813 31.5093 30.3507
threshold=0.39432455911916858 -0.0072837232212492678 56.30948213415072 58.095465149178736 0.33990017076745688 717.55890227311613 24.709843506457783 1.9950000000000003 0.67407153292526223 0.1183946677511017 0.015922799479239424 9.3101359350124522 3.1274674726545491 16.233458727521061 6.5166029538146697 4.5025761590273925 1.885 0.069479040132929937 3.3591260467788877 0.067568102794947099 8.6999317232830471 1.0930832373623225 2.1950000000000007 74.303118665986446 71.284127125477383 0.030494062527009969 0.51307309588512917 4.1239452301552868 1.8150000000000002 0.28178425866632606
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 8 -1 -10 -9 -7 14 16 -6 -15 -14 -17 19 -19 -11 -8 23 -20 -24 26 -26 -28 29 -29
right_child=-2 -3 3 -5 6 11 21 10 9 20 -12 -13 13 15 -16 17 -18 18 22 -21 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.016978407131957932 0.00042335625117838739 0.00040429361628202412 -0.028093676641005268 0.007549268226445304 -0.011941374742764467 0.011738830210801035 0.016060362672694964 -0.037080494114580212 -0.036060934211805208 0.04196120975418257 0.0086140414654095523 -0.03995809468972189 0.0089958899509834673 -0.019782989277062967 -0.042571269485651736 -0.037562950668934149 -0.037803555993475339 0.24934895965287882 0.0089712903714161876 0.032691304510404404 -0.047076835754038454 -0.032919432900982863 -0.019292263602153786 -0.038318474348108728 -0.056125497674599928 -0.00059320726547524574 -0.011297931621446995 -0.00515463396837057 0.023352807817776416 0.093767782546973849
leaf_weight=40.831940884439973 34964.081534609504 7728.1866497672308 292.39936576801119 122.3991268396785 749.58130195591366 48.22158628719626 305.64307994145202 49.566187307238579 20.062413170642685 226.23596620740136 217.72507023927756 80.242826151486952 530.91897004698694 408.27261614397867 96.49448134819977 57.51642302874825 37.830641899403417 2.6088967272080508 70.514824749232503 24.91674338420853 9.9377145123435167 34.11567694992118 112.17555080231978 103.00260263856035 10.33049949686392 185.49679273195216 28.017348712863168 9.4432200792944041 61.209331534337252 43.343766573496396
leaf_count=1594 386133 94535 7997 1200 23573 1022 4240 351 879 2717 1255 896 6937 5801 1136 1956 709 13 2010 326 260 524 2553 5690 301 4696 1539 289 341 494
internal_value=-2.08601e-06 -0.00127268 -0.00452974 -0.0175761 -0.00301143 0.00722527 -0.00548136 0.0135483 0.0256122 0.0323991 0.000140499 -0.0205527 -0.0077123 -0.00383609 -0.0154347 -0.00878549 0.005883 -0.00244887 0.000653203 0.0532262 0.0382147 0.0111422 -0.00166761 -0.0191006 0.00505422 0.0131381 0.0298577 0.0361123 0.0477645 0.0760713
internal_weight=46671.3 11707.2 3979.05 414.798 3564.26 692.824 2871.43 564.359 297.068 256.236 267.291 128.464 2531.67 1685.6 846.076 1116.85 568.75 708.576 651.06 27.5256 236.174 339.759 623.534 173.517 450.017 337.841 152.344 142.014 113.996 52.787
internal_count=561967 175834 81299 9197 72102 8974 63128 7056 5450 3856 1606 1918 58364 33655 24709 26009 7646 20208 18252 339 2977 4764 17913 7700 10213 7660 2964 2663 1124 783
is_linear=0
shrinkage=0.05


Tree=434
num_leaves=31
num_cat=0
split_feature=40 34 22 9 47 47 38 12 17 45 47 45 8 24 15 12 9 29 43 42 33 39 26 39 21 14 13 21 6 45
split_gain=10.0105 26.876 25.3252 25.8958 23.8568 22.531 20.1499 21.1798 21.279 19.7149 27.6528 24.8138 20.2638 36.2133 19.4002 24.7931 19.1363 17.4344 17.3692 16.9607 39.8661 28.2467 20.6538 34.3673 19.7777 29.7331 21.243 19.8772 18.3919 40.4221
threshold=0.68282795223151693 0.8051570887690197 1773.8278737205007 1.1450000000000002 0.27064283423486729 0.11343252714847969 6.1291186189544957 15.107494556029744 114.62946076529035 0.34041979042217668 0.81242993336673563 0.45611622987390993 1.7650000000000003 4.9469553008491891 3.9720016186579952 128.06864172937549 1.9450000000000001 16.47654002258697 3.5314450045168084 26.048940762524357 1124.1772475733303 529.85484813832863 10.145593110229568 185.21355851751431 25.182995053393356 9.1088185447997514 6.2841993852159126 29.668749210236872 1.5000000000000002 7.3153450729537521
decision_type=2 2 2 2 2 2 2 2 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 6 3 -3 5 18 7 8 -2 10 -6 -11 17 -14 -15 16 -16 -12 -5 28 24 22 23 -22 25 -21 -27 -26 -1 -30
right_child=1 2 -4 4 9 -7 -8 -9 -10 11 12 -13 13 14 15 -17 -18 -19 -20 20 21 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.00018723096901421569 -0.00758626515956897 -0.032657292765194135 -0.07081531879303575 0.039321685355362554 -0.041641569533006156 0.058669180949300549 -0.013274267214506344 0.013861818542013191 -0.12225775989984351 0.062860430327347602 0.018717531716935101 0.0030883792727638866 -0.097687994998734151 0.027280929712819781 -0.078475310834937903 0.016334021874840746 0.0088905723201873899 -0.066851683213609278 -0.085791070402713498 -0.010881439762821863 -0.05745480567816711 -0.026605947397932234 -0.032286414332366092 -0.24827840024667364 0.031264936666017533 0.038498204957785921 -0.10624619427865914 -0.0017807344186649386 0.007378745731346309 -0.047811663872352472
leaf_weight=43278.315797128103 68.289433686994016 65.320369335124269 14.373764304444192 5.454361633397637 55.846600198186934 31.106618251185864 91.266312103718519 777.06084886263125 4.3003300474956623 21.545912131201476 97.023776381858625 89.448470277246088 12.552548689302055 27.941770743578672 21.80152164679021 21.891917308792472 8.7968188752420229 6.3417716203257433 5.6451677363365889 181.47285602428019 4.9019482554867846 54.86011106800288 6.2737355716526499 4.5492356456816196 52.099840830080211 3.0977286156266954 13.950279324315487 359.54483659565449 1241.6522556047421 34.087409888859838
leaf_count=541046 383 574 207 21 585 123 546 4221 47 74 526 528 130 116 212 135 42 97 55 987 42 458 41 68 199 7 135 2748 7316 298
internal_value=-2.46024e-06 0.00412228 -0.00543766 -0.0034413 0.00126618 0.036847 0.00905093 0.011449 -0.0143796 -0.00286863 -0.0105969 0.0146912 -0.00176704 -0.0187025 -0.00637572 -0.0242919 -0.0533582 0.0134676 -0.0243101 -0.000132491 -0.00796507 -0.0435401 -0.102619 -0.149306 -0.00384969 -0.0168123 -0.0799452 0.00240169 -1.28155e-05 0.00590407
internal_weight=46660.8 1426.01 485.091 470.718 405.397 42.2061 940.917 849.651 72.5898 363.191 252.197 110.994 196.35 92.9846 80.432 52.4903 30.5983 103.366 11.0995 45234.8 680.751 70.585 15.7249 9.45118 610.166 198.521 17.048 411.645 44554.1 1275.74
internal_count=561967 8622 3425 3218 2644 199 5197 4651 430 2445 1843 602 1258 635 505 389 254 623 76 553345 4685 609 151 110 4076 1129 142 2947 548660 7614
is_linear=0
shrinkage=0.05


Tree=435
num_leaves=31
num_cat=0
split_feature=43 20 13 45 28 9 29 41 27 37 15 45 49 17 13 18 19 38 37 34 33 36 17 8 39 31 29 37 39 47
split_gain=9.91517 21.3384 44.2985 21.0324 22.6541 21.2078 21.1653 20.395 20.3629 25.1018 22.3051 21.4147 18.7411 18.6115 18.4996 18.2951 18.4602 17.5927 48.3687 29.6804 53.1098 51.993 61.4534 52.4961 38.168 45.7384 38.3626 35.7884 37.5781 36.2304
threshold=0.58970741901776391 4.5150712058022124 10.211618175513046 -0.9011507361681631 0.61884547942618418 1.0950000000000004 9.1843220503593113 19.720685122035977 3.6132191816442369 0.020761244041365989 6.369039967557252 -0.6140006157421215 0.82697243809217114 98.28596201452963 8.5369468217936433 10.595012766541059 4.3542880768762755 10.227700571053999 0.12378935626487304 0.11280676028359342 490.51057108178571 551.17117376722479 296.80640408839389 2.7350000000000008 445.74791763894171 0.018288364535914415 1.6373403460249525 0.19036454314497522 56.961747169557206 0.93392340098530824
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 11 -10 13 12 14 -11 -1 -15 -17 18 -2 -20 21 -21 23 -23 25 26 -24 29 -29 -22
right_child=17 3 -4 6 -6 -7 -8 -9 9 10 -12 -13 -14 15 -16 16 -18 -19 19 20 27 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.052098268971811412 -0.0051580697505235057 -0.077957117372563167 -0.02961867523151256 -0.0032856826829696256 -0.0041860978510744181 -0.059490678929072831 0.019302014606905588 0.13218361004373333 -0.13323544092840695 -0.020719925954863796 0.1612654574713222 0.014988655822594767 0.039557554183725169 0.071709621345785818 0.0087147951833586763 0.076463942116298422 -0.010304306196633228 0.0025499283627703163 0.0058734322397154641 -0.00036681404809705968 -0.0028613760201332949 0.017561861787255426 0.17905820173335399 0.0039974381838840389 0.0084870935374633284 -0.0017522182823713776 -0.031259750315075087 -0.21314173151999435 -0.0021121198431533947 -0.020398600609612117
leaf_weight=47.933275273651816 4502.2550258481497 1.8671261478448276 212.32970053341705 207.91664020242752 284.50361697043991 33.287270970584359 206.92598941834876 3.0257603311911225 2.4865718896035096 18.42998606886249 3.024157040519639 52.679721548920497 9.330151091096921 22.655729411635548 16.920168856508099 8.3493372523225862 23.060237372643314 6373.5111276239913 2273.3371679996781 22896.062888157612 521.77821039393893 1297.3621483639872 2.1958852373063555 1584.369085481856 861.99758097415906 1782.91203132394 171.84638331294991 2.1112847304902962 2554.0309689707356 676.12623571342556
leaf_count=629 87741 55 5282 2034 2038 778 1520 28 38 173 18 416 50 99 156 54 341 84096 28654 272448 6909 9569 28 9402 7113 11121 2665 26 20500 7986
internal_value=-2.18737e-06 -0.00457769 -0.0136148 0.000534351 -0.00903932 -0.0452036 0.0079812 0.0519939 0.00297191 0.0230747 0.0282214 -0.00938891 -0.0267001 0.0226714 -0.0362322 0.0374628 0.0127606 0.000113933 -0.00028288 0.000351052 -3.70137e-05 0.000697004 0.00496969 0.0101042 -0.000279139 -0.00414048 -0.0286062 -0.00562845 -0.00228642 -0.0127598
internal_weight=46654.6 1154.73 417.199 737.526 322.684 38.1802 414.843 4.89289 204.869 78.006 75.5194 126.863 74.1836 72.4953 64.8534 54.0653 31.4096 45499.9 39126.4 34624.1 32350.8 28596.7 5700.68 2881.73 2818.95 1956.95 174.042 3754.05 2556.14 1197.9
internal_count=561967 13709 7256 6453 2899 861 3554 83 1974 723 685 1251 835 667 785 494 395 548258 464162 376421 347767 312346 39898 18971 20927 13814 2693 35421 20526 14895
is_linear=0
shrinkage=0.05


Tree=436
num_leaves=31
num_cat=0
split_feature=34 37 25 8 49 28 12 36 13 16 31 12 26 31 29 47 47 6 17 36 28 32 26 35 45 7 26 37 16 42
split_gain=10.1558 22.0237 33.7714 27.0286 27.0245 25.2423 24.8993 24.2712 51.5167 30.617 38.6753 35.6009 31.3835 36.714 29.8307 28.243 34.9948 25.9874 25.6868 25.3825 24.5296 27.6149 24.1208 23.9522 23.8617 23.2395 22.679 29.3545 22.5939 33.55
threshold=0.22320960302880888 0.21332903102822101 1.1036167985778491 1.5350000000000004 0.1820358513592388 3.7691278278262561 371.72124167035071 674.25919092979541 32.284134341141659 8.8486637921844373 0.600252366246251 18.07197251598981 2.890695203335913 0.021744354822679543 3.0172211900815173 1.0236494960453237 0.063524042851444085 1.5000000000000002 353.94133160920393 682.54145284797085 1.7007338850707827 0.12721334498529294 19.288965265384228 4.9232394864940154 1.3279660323004412 1.1950000000000001 3.8479313148848946 0.21736725282351008 2.2812434683802381 11.895077317914689
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 25 8 18 10 12 17 -9 -14 -13 16 -10 -11 -3 -16 21 -21 26 -4 -25 -6 27 -17 29 -2
right_child=1 7 4 -5 6 -7 -8 9 15 11 -12 14 13 -15 19 22 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00061793810261594857 0.027940910516706802 0.0008730211907460126 -0.011843810733694407 0.0027448469701563455 -0.029617308289720541 0.031132403597560705 0.02460824779297853 0.10514871236736663 0.026811993401907177 -0.033530500043949772 0.0074362983229947863 -0.072624473311426505 -0.039594794943793706 0.038596573647194765 0.049831148872409962 0.21931106571432904 -0.025415598424235381 -0.1821844369676906 -0.018246330821020409 -0.073345091067501117 0.0056277080002045017 -0.0073052245833777748 0.012217600152479918 -0.051201756721011321 0.0084421058443354888 -0.0030498039176311692 -0.014456479270032966 0.017957784944097274 0.058309911234220038 -0.073169944729038233
leaf_weight=27335.119433480751 54.24467543582432 9595.5151459154731 434.23789422979462 273.5709677261766 83.545643273682799 28.74682153458707 80.235731528955512 14.996618016506543 34.92021427443251 9.8121432177722436 449.12155159306712 13.223697870154863 17.102628856548108 122.84206623211503 28.124148048460484 1.9367592227645243 393.41466356179444 4.197809560224413 178.94886752602179 16.865450958022848 938.99316906905733 257.74804114107974 161.44625403173268 80.601680302177556 21.174457556742709 5576.0406484320411 347.54887358314591 27.672809323470574 47.025095462828176 9.6661717517999914
leaf_count=397817 574 75865 4446 1868 1591 190 424 229 192 71 2750 183 448 828 122 20 5276 52 1398 217 5907 1805 795 1242 169 52731 3451 375 693 238
internal_value=-2.09159e-06 -0.000880096 -0.00319935 0.0111866 -0.00407672 -0.0145128 -0.00304988 0.000349739 -0.00056611 0.00560193 0.0148673 0.00119135 0.0364072 0.0290408 0.00207623 -0.0115754 -0.0211577 -0.0780718 0.000522988 0.00287174 0.00178351 -0.0113611 -0.00395495 -0.0169608 -0.0387929 -0.00344199 -0.0108778 0.0311283 0.0320041 0.0126484
internal_weight=46638.6 19303.5 6689.09 384.507 6304.58 564.761 5739.82 12614.4 10741.4 1873.03 604.063 1268.96 154.941 139.945 1254.95 966.94 428.335 14.01 9774.46 1241.73 1213.61 274.613 538.605 536.014 101.776 5659.59 377.158 29.6096 110.936 63.9108
internal_count=561967 164150 64166 3373 60793 6047 54746 99984 87372 12612 4255 8357 1505 1276 8234 10109 5468 123 77263 8051 7929 2022 4641 5857 1411 54322 3846 395 1505 812
is_linear=0
shrinkage=0.05


Tree=437
num_leaves=31
num_cat=0
split_feature=33 28 40 16 12 39 47 39 34 8 36 37 26 17 41 16 26 33 22 8 20 20 25 25 34 0 26 45 36 22
split_gain=10.1116 25.8802 33.157 34.1959 34.3288 34.3047 30.1787 28.4852 28.3496 45.4214 48.0925 36.9504 33.4878 32.4099 32.2317 30.9203 74.6455 36.5248 34.6357 36.8417 46.6572 38.8716 34.7631 34.4223 34.0107 37.9746 38.542 33.6793 31.4063 31.2915
threshold=186.2905456327488 1.5671725598574777 0.68282795223151693 2.2812434683802381 18.07197251598981 150.30516000409082 0.42756933583525231 186.91010624159028 0.14109583621788799 4.8350000000000009 4353.0859783696887 0.1344688608692873 1.5006105914806207 731.55660305481831 10.486865744514892 6.2297659597474402 5.5448295985085965 700.37008602714138 185.01965749860361 1.5350000000000004 7.934681429919924 7.6097992420829108 6.1393554369211589 3.3767354563375238 0.28874723388999685 5.7500000000000009 6.3779141787169724 -0.43204079572841309 307.38968295319455 32.005772492640432
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 11 10 12 -2 -10 15 -15 -14 18 24 19 20 21 23 -20 -17 27 26 -26 -18 -28 -25
right_child=1 2 -4 4 -6 7 -8 -9 9 -11 -12 -13 13 14 -16 16 17 -19 22 -21 -22 -23 -24 29 25 -27 28 -29 -30 -31
leaf_value=0.00086872612326005039 0.00028488397769122251 0.0076770586640305038 0.0077802537217514477 -0.099094449129333392 -0.0037281669422328575 0.02827212875323732 -0.031087059567869165 -0.019433047512029941 0.035260863670130579 0.010118436245821826 0.019108861680583056 0.0075464372128543917 -0.0055379259984108184 -0.01730376985292284 0.023952506036648884 0.082102283597339676 0.015674246066511317 -0.020983068358689554 0.077260796761071393 0.0079084874940992186 -0.023407620419188604 0.21573523210582507 -0.031714046434587848 0.079856197411973556 0.034110778693412204 0.0037814352863872686 -0.050149086615303942 -0.00048402800316006743 -0.016440642374692945 -0.042506168094514421
leaf_weight=19440.427602141557 5087.3172039054334 639.8522131065547 705.14784017135389 20.497642314061522 8252.6761317314522 40.810604758793488 79.901526903035119 134.15704135410488 56.912546444800682 800.48846179107204 254.1356522240676 2671.989184736507 3831.1454563734296 592.21586790191941 51.454968827718403 39.506721753859892 382.9731501149945 239.65663361316547 39.791271436144598 479.84529078239575 19.963393624289893 3.9602949637919656 8.9674952537170594 8.4523243512958306 30.446550101158209 279.47352421469986 90.191819769679569 2041.8676595280122 295.48783425916918 13.682900873129254
leaf_count=210458 106962 11165 4197 207 77979 191 536 908 1019 4306 1212 35722 62887 6835 601 380 2978 2208 463 3539 820 52 449 51 301 1834 1046 19032 3120 509
internal_value=-2.0526e-06 -0.000624578 -0.0026676 -0.0034712 -0.00430764 -0.0216743 -0.0449715 -0.00830598 0.000540025 -0.00128235 -0.00232414 0.00278547 -0.0029645 -0.00322198 -0.0140057 -0.0023327 0.00075709 -0.00217253 0.0167849 0.0132981 0.0435225 0.06389 0.0572186 0.0541345 -0.000727842 -0.010474 -0.020048 0.00206797 -0.0243234 0.00421784
internal_weight=46633.4 27193 9873.04 9167.9 8528.04 275.367 100.399 174.968 17319.9 9560.62 8760.13 7759.31 8506 8449.08 643.671 7805.41 3974.27 3360.1 614.17 565.411 85.5656 65.6022 48.7588 61.6419 3120.44 695.6 416.126 2424.84 385.68 22.1352
internal_count=561967 351509 95183 90986 79821 1842 743 1099 256326 113642 109336 142684 108124 107105 7436 99669 36782 30519 6263 5351 1812 992 912 940 28311 6301 4467 22010 4166 560
is_linear=0
shrinkage=0.05


Tree=438
num_leaves=31
num_cat=0
split_feature=36 33 17 8 36 0 14 9 25 34 15 29 35 20 49 25 12 17 27 26 30 28 47 23 31 8 13 30 36 8
split_gain=10.2848 29.3874 37.67 34.7322 33.8013 35.5247 31.6625 31.556 29.981 35.0691 40.2661 33.89 32.1472 28.8247 28.709 27.6907 26.5412 37.2835 35.5342 28.1832 26.2892 30.8603 26.283 31.3218 30.0368 36.4774 35.5045 42.7381 32.1764 36.7972
threshold=216.134710649364 142.24827777581888 159.98196353172489 2.0950000000000002 829.99708208904622 12.750000000000002 12.54460285634141 3.0050000000000003 1.8346556592745085 0.16739475950141111 1.7799204335102596 13.116732488067663 5.8526069445493976 0.79202524423901999 0.1820358513592388 14.168848266338829 38.368038239447394 47.980729790512662 1.4994521485011869 1.6867329992344786 0.07480326026731654 0.1793091419511226 1.1826901976882485 7.1412132052817023 -0.32064464974507434 1.0250000000000001 44.037233007595866 0.31698560218676292 327.27682641529219 4.1350000000000007
decision_type=2 2 2 2 2 2 2 2 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 -2 7 5 6 -5 8 -4 10 11 -10 -13 -9 -11 -1 -3 18 -18 -20 21 -16 23 -19 25 -25 27 -27 29 -26
right_child=1 16 3 4 -6 -7 -8 13 9 14 -12 12 -14 -15 20 -17 17 22 19 -21 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=-0.00095182746999353512 0.0065697022611603782 -0.0038220264143586508 -0.010807590296595532 -0.010611990377110655 0.004234836043431691 -0.045595527419396487 0.011359315738129918 0.081893106526174403 0.019466742381389995 -0.035676246621468892 0.0076604397313565289 0.24614217902491997 0.093090669712980634 -0.02534904963938367 0.15727415786373602 -0.016784931630498538 0.021266918124587298 0.0113045057503811 0.042309689673680997 0.0019895741542705426 0.0074993971616047683 0.027563155465382502 0.0013710362800218364 -0.036332933131197752 -0.01480589574933221 0.032446749474517166 -0.011591462889928759 0.0019983935229623906 -0.0022192432324006548 0.010135730325075408
leaf_weight=10209.725952653695 3918.1845477122115 4558.8077344350459 178.93865996718523 1126.9611485938076 711.22048521111719 63.874863708391786 191.89411430875771 6.6465709495823821 11.680661957885606 34.673795143316966 31.935211550735403 4.3922779688728069 15.674768950266296 109.36231211724225 4.7819709391333154 283.82446789572714 374.60372978460509 421.17583148588892 45.091410388820805 1115.6313451773312 820.2617898449389 111.60657294810517 12442.549749553233 43.500230147852562 995.00919712269388 237.49651068582898 133.68771270738216 223.89001290133456 8026.5075169224147 173.69278106046841
leaf_count=128382 34399 36011 3650 6601 4408 399 910 17 224 853 601 52 170 1857 61 6320 2306 3813 586 8289 9682 1685 132171 5035 29110 3139 2155 3357 134762 962
internal_value=-2.09607e-06 0.000398081 0.00322177 -0.000609471 -0.00462285 -0.00917889 -0.00741515 0.00570941 0.00809029 0.0113575 0.0473019 0.0871774 0.126591 -0.0192048 0.00900086 -0.00138007 -0.000321982 0.000336464 0.00787722 0.00355592 0.0106548 0.0328925 -0.000173615 -0.00204777 -0.00261964 0.0078664 0.0110974 0.0176715 -0.00334786 -0.0110991
internal_weight=46627.3 36133.7 7342.09 3423.91 2093.95 1382.73 1318.86 1329.95 1213.95 1035.01 63.6829 31.7477 20.067 116.009 971.324 10493.6 28791.6 24232.8 1535.33 1160.72 936.65 116.389 22697.5 10255 9833.78 638.574 595.074 461.387 9195.21 1168.7
internal_count=561967 427265 65569 31170 12318 7910 7511 18852 16978 13328 1047 446 222 1874 12281 134702 361696 325685 11181 8875 11428 1746 314504 182333 178520 13686 8651 6496 164834 30072
is_linear=0
shrinkage=0.05


Tree=439
num_leaves=31
num_cat=0
split_feature=47 8 3 0 25 22 40 32 16 34 39 21 19 27 19 22 31 31 20 16 16 30 24 9 21 46 21 0 21 23
split_gain=10.6417 45.3469 32.2397 33.4341 34.6418 39.3872 38.4758 37.2719 34.0333 32.0601 31.6949 28.2494 25.1287 24.3631 25.7011 33.3393 45.8991 54.5808 32.7259 28.2335 24.3178 24.2586 24.2275 28.2714 24.0456 36.0318 30.4699 24.0162 37.7468 26.5287
threshold=2.8801544443153757 1.3950000000000002 1.0000000180025095e-35 5.5500000000000007 2.8961615650038164 9.7937240493571398 0.18395138874630426 2.4989380078214896 3.0417449795760101 0.19068200173349742 445.74791763894171 7.1901393741501725 109.86692354061422 8.9057150556268301 10.31953710592423 61.640795355089992 -0.34534306616897509 -0.37453654593830749 3.1513508306193829 2.4618258116064173 9.6116746372011921 2.759550988147919 8.7425666912061022 2.0150000000000001 2.1882444205109857 0.030675650895473895 3.149602153135262 13.950000000000001 8.5796794149453621 54.380719461194055
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 9 22 11 12 -8 -10 14 -2 19 17 -17 -19 -16 21 -7 -6 -24 25 -21 -26 28 29 -5
right_child=1 2 3 27 6 20 7 -9 10 -11 -12 -13 -14 -15 15 16 -18 18 -20 24 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00043133256478197069 0.0005086812633807511 0.0018180158653705388 0.017555587647180848 -0.0037227022663993805 0.023412719863340703 -0.013919360235874029 0.02898344634138212 -0.023853126680414782 -0.038581503944916079 -0.0025318412655468726 -0.011393713571761294 0.0021863871942460035 0.067643726431416112 -0.026298628655677621 -0.02619913689534072 0.027655888766722342 0.00010091430285154871 0.32647935923718391 0.095071318874206043 0.26965134615188235 -0.071471362941631852 -0.035847896247151095 0.004894523827294826 -0.056653951169493615 -0.058817369613289899 -0.070447699452201543 0.036075654910394467 -0.010399158072903252 0.0050208656839471856 -0.032319412267031646
leaf_weight=35068.551726212099 380.18578884270391 3294.0011350936256 74.991586609743536 1669.8623887253925 94.649180205306038 559.68305350921582 189.83152793371119 139.1234207409434 189.09158531378489 746.1687093708897 460.17581314200652 204.08506626449525 5.7363206706941119 46.969707334355917 20.676639237906784 17.565782511723231 277.30610490147956 2.8096220190636805 3.3489196008886211 2.4756283611059184 22.653060475364327 162.80818532896228 65.376999098341912 26.108400373370387 8.7699350059265253 1.1362080157850867 238.94511463603703 625.81091820704751 1929.8337881669868 85.240437639644369
leaf_count=480433 8406 19580 268 8972 597 4259 808 853 1720 3808 2765 965 13 1514 481 317 6046 22 66 26 165 1148 447 240 274 40 1597 3961 11594 582
internal_value=-2.142e-06 -0.0013188 -0.00228385 -0.0041472 -0.008258 -0.0169841 -0.00488279 0.000578851 -0.0131889 0.00356026 -0.0185503 0.0151001 -0.0354539 0.00885601 0.0105882 0.0172756 0.00581154 0.0725613 0.200643 0.0299631 -0.0204602 -0.0188608 0.00567783 -0.0126704 0.0345836 0.162663 0.0327161 -0.00134311 0.000194878 -0.00511156
internal_weight=46614 11545.4 10545.2 7251.23 2940.48 820.136 2120.35 1279.21 841.138 1140.09 655.004 393.917 194.828 1000.19 953.22 573.034 301.03 23.7243 6.15854 272.004 745.144 722.491 186.135 91.4854 251.327 3.61184 247.715 4310.75 3684.94 1755.1
internal_count=561967 81534 62745 43165 18056 5840 12216 6434 5782 5581 4498 1773 1733 18789 17275 8869 6451 405 88 2418 5572 5407 1284 687 1937 66 1871 25109 21148 9554
is_linear=0
shrinkage=0.05


Tree=440
num_leaves=31
num_cat=0
split_feature=24 31 40 17 22 8 18 0 42 28 41 25 45 42 25 25 32 40 46 34 31 8 29 24 33 19 20 8 0 49
split_gain=9.9474 26.227 23.6261 26.8756 38.0151 33.8784 28.785 30.7214 28.5674 28.6694 25.8888 48.3238 34.8903 31.9022 30.6254 59.4465 33.3942 30.605 29.2849 28.993 41.9692 35.0259 29.4381 31.4628 33.4458 28.8443 29.9436 28.7949 34.1907 27.9287
threshold=13.594361353989161 0.8731814949593879 0.16374934149996481 497.92258601046177 228.40293530846432 1.2750000000000001 53.168831890172278 5.2500000000000009 21.399554642000691 2.602439799425424 9.7489856577162648 12.145081843821359 -0.7255373429762354 19.99689882134825 2.7015160053372527 2.6787727000669883 0.48366470918060583 0.071039577672657783 0.0061699830488579936 0.11376444848240427 -0.24274780121766454 1.6850000000000003 33.038702325075541 14.955754757912286 143.59303708526002 36.49405707615572 9.0987904742173225 1.405 5.1500000000000012 0.66546350187675818
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 11 12 17 -13 15 16 18 -2 -12 20 -14 -21 -23 24 -24 26 -19 28 -16 -25
right_child=1 -3 -4 4 8 6 7 -9 -10 -11 14 13 19 -15 27 -17 -18 25 -20 21 -22 22 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00051328565955264594 0.28907767125334771 -0.0021547238366727054 0.0039208415683695758 -0.025192361864768045 0.00087258687820640057 0.03906053613907591 0.02857453363028958 -0.011540994444801424 0.10844780060608834 -0.032758622755918787 -0.055695659907900742 -0.03026983924154987 0.060990805578017129 0.043933741304129609 0.023723980270208469 0.27530389430214391 -0.0067776303110084271 -0.040343104596847909 0.072073134577416528 -0.019383928879764877 0.0051663180453092794 -0.00064465649841031775 0.30946063225515402 -0.011585856423484205 0.064731035110945023 -0.082555033241660719 0.020010708425327789 -0.0065491222357091962 -0.022709819396631168 0.093518376812713189
leaf_weight=31288.125203402626 0.74739581695757706 4523.9289176330785 7532.1183015630813 40.703771961445455 482.63538279617205 154.91249271994457 103.58824365306646 88.501111711259 5.7533356994390479 72.946029825718142 5.1243327079573637 276.89904615140404 40.283667488780338 15.284288446418939 190.62081000796752 2.4166436653467818 43.411313738120953 59.054298753617331 35.928949630178977 283.35934543851181 205.0185417291068 454.46432952501345 2.1414787811227134 18.166202207328755 4.0107887426856905 22.534461700706743 31.520214245945681 571.70531231118366 50.054139799787663 9.6929105571471137
leaf_count=400114 7 26768 70392 2310 10380 915 964 775 17 832 129 7343 906 54 4318 31 1162 1271 752 15008 5292 5014 9 290 43 419 341 4416 1642 53
internal_value=-2.06879e-06 0.00104148 0.00237987 -0.00116801 0.00592135 0.0179624 0.0230245 0.0100922 -0.00239524 -0.00354308 -0.004065 -0.00826131 -0.00357837 -0.0263882 0.0025761 0.0307914 0.0237956 -0.0298268 0.0561248 -0.000640175 0.0143338 -0.00539917 0.00271323 0.0475817 0.149916 -0.031934 -0.0193398 -0.000441424 0.014067 0.0249826
internal_weight=46615.7 15327.5 10803.6 3271.48 949.04 387.706 347.002 192.089 561.335 555.581 2322.44 1423.18 1130.99 292.183 899.262 86.8812 84.4646 113.856 41.0533 1017.14 245.302 771.835 488.476 34.0114 6.15227 113.109 90.5745 812.38 240.675 27.8591
internal_count=561967 161853 135085 64693 16193 4964 2654 1739 11229 11212 48500 36050 28653 7397 12450 2074 2043 2038 881 26615 6198 20417 5409 395 52 2031 1612 10376 5960 343
is_linear=0
shrinkage=0.05


Tree=441
num_leaves=31
num_cat=0
split_feature=34 7 19 35 42 41 19 28 0 15 30 23 40 15 41 42 9 41 1 42 39 35 39 25 38 21 41 45 49 41
split_gain=10.0999 21.7439 24.9689 25.1216 32.235 43.132 28.9454 27.606 23.6248 23.5702 25.8243 23.1734 28.2503 29.3451 40.8573 43.4011 32.6047 34.3263 30.9762 35.3119 28.04 27.6845 25.3289 24.1443 23.5647 22.0134 21.8578 24.1918 21.5126 27.5473
threshold=0.27297151265311975 5.1650000000000009 7.175317269051817 4.2725030346063733 13.043066144652794 3.7220445657600361 7.09424264827258 0.44990214194954131 3.7500000000000004 4.5265959852841862 -0.047915628021601639 16.813744475932019 0.1248004982461525 3.1274674726545491 3.9679815323892007 16.003705419175549 1.5450000000000002 4.6342478025575646 1.5000000000000002 18.093029255821474 74.436599791188428 4.2293901059861998 137.1160404233959 7.0184667382045989 4.169301353479451 1.9323940829176711 4.8079269791929997 -0.79382700933208949 0.73919883243646722 2.0731899262692184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 26 -10 -11 12 -9 21 20 -16 17 18 -17 -20 -15 23 -22 -14 -25 -23 -7 -28 29 -4
right_child=1 -3 28 -5 6 8 -8 11 9 10 -12 -13 13 14 15 16 -18 -19 19 -21 22 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00043958372332289898 0.03881076019366949 0.003004684056469184 0.0065417937630706698 -0.0091148873499231533 -0.0728020688227239 -0.013094986925715868 0.051358273277565952 -0.094273527682798008 -0.024456634149358215 -0.066876803236295537 0.063796576602513186 -0.014680899435647626 -0.0027679534756654277 0.030799142894516802 -0.055770323169396577 0.056955728829720935 -0.0029771730687948843 0.027579160566050864 0.26921964282025512 0.10572139148901727 -0.032233409056951629 0.10515097182730587 0.010185427502858627 0.065652947631398992 -0.043011614828583636 0.0057724497751393484 -0.043562367160557003 0.05725509601342621 0.0018812170357531935 -0.0058769508697293169
leaf_weight=34264.205042958769 149.40550835116301 2435.9474223945872 484.29458134900779 395.34623232661397 12.644912946561815 26.220948714180849 28.810404215706512 7.3031953994650385 84.973271624534391 4.8924158153822672 16.641620939364657 195.21094643697143 917.7010048989905 66.584905819036067 10.602040456491521 27.646613772958517 22.705815214896575 36.218267200980335 4.0930627395864603 17.096713861916214 62.87279746751301 11.052915324689822 79.931418436113745 23.71388709789608 6.3184741330333045 11.238208424998446 6.9067551677580914 42.967143398826011 1436.1288809628168 5728.4442131686665
leaf_count=466425 1087 14356 3051 4625 463 371 179 93 1312 108 98 2205 6335 286 220 96 165 193 35 57 490 23 485 113 84 74 72 430 10437 47999
internal_value=-2.32599e-06 -0.00122798 -0.00226757 0.0023385 0.00475507 0.0188873 0.00171176 0.000766358 0.00258584 -0.0126158 0.0341083 0.00138642 0.00378973 0.00434158 0.0172763 0.0407565 0.0502533 0.0644635 0.0918179 0.137303 0.0040035 -2.88014e-05 -0.00849043 -0.00132425 0.0427911 0.0550487 0.023863 0.0432935 -0.003634 -0.00490889
internal_weight=46618.1 12353.9 9917.97 2269.1 1873.75 332.008 1541.75 1512.94 182.602 106.507 21.534 1500.29 1305.08 1297.78 327.752 118.363 107.76 85.0547 48.8364 21.1898 209.389 970.024 142.804 947.733 30.0324 22.2911 76.0948 49.8739 7648.87 6212.74
internal_count=561967 95542 81186 19699 15074 3478 11596 11417 2391 1518 206 10954 8749 8656 2027 766 546 381 188 92 1261 6629 975 6532 197 97 873 502 61487 51050
is_linear=0
shrinkage=0.05


Tree=442
num_leaves=31
num_cat=0
split_feature=33 34 36 46 41 26 39 33 23 47 39 35 25 24 15 37 39 15 40 41 27 7 45 12 26 16 23 20 36 31
split_gain=9.79091 28.9658 43.8038 36.8742 32.416 30.6886 37.8022 29.5406 43.3048 43.6443 31.4948 28.0411 32.6554 44.5984 27.4431 26.8517 35.7866 26.4137 31.9339 34.7187 27.3402 33.2413 27.3077 25.4486 33.9182 47.5385 28.7758 34.5702 32.4403 33.2637
threshold=470.22837418410535 0.10147652468646511 29037.668633218917 0.020039124049625972 5.2262812754589305 1.7151748497224555 56.961747169557206 2535.9026624862568 29.551657217815372 0.34991770608055583 309.55116452691357 9.3844896170808614 1.6644760230997158 12.548079532623241 8.2085915624570784 0.19036454314497522 3733.4990488274057 7.073025688821251 0.11090940884128865 9.7489856577162648 4.7799471786116836 4.7650000000000006 0.064886436402704209 329.39960875885436 5.3752577874998506 5.9699311385789313 8.7318170248458831 5.5751626140122879 1235.8304533126995 -0.42625206968967339
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 -7 15 10 -10 -9 12 13 -6 17 23 -17 18 -13 -20 22 -22 -21 26 25 -25 -8 -28 29 -29
right_child=1 2 -4 -5 11 6 7 8 9 -11 -12 14 -14 -15 -16 16 -18 -19 19 20 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00041646529513418248 -0.018907416343855343 0.025096382716008222 0.012540456237268724 0.0064556792053070619 -0.039770736259817654 -0.15481817217095148 0.010289151970442086 -0.097586076522959142 0.027571486569063032 -0.020020493956898741 -0.031413221282794904 -0.0043002108878513658 0.019319726762328918 0.31583062426639102 -0.011648565553723823 -0.0015200125103523444 0.030480273534528542 0.021526532107008618 0.0034630352993687292 0.029996401443648502 0.088646775549462445 -0.041028719334633597 -0.049086872766784417 0.00012576452402802851 -0.0077632872965239814 0.045814872341014112 -0.022339347308979698 0.033837701574172055 0.00054719211502466769 -0.016824392814240148
leaf_weight=34941.779529624924 259.3905046555883 85.308747928589582 394.57813079515472 2173.9323123253416 1.4851956748170771 4.2137792455032459 159.69102963339537 22.644585396163166 65.757122627459466 180.14036958641373 87.314070265507326 1573.6061086432601 105.25419940493884 2.1700018545379862 534.8775073486031 2486.4260051212041 90.549913895782083 145.55421472687158 527.98271731648128 65.596839261532295 31.938080274616368 5.8466968524735412 13.094883632496929 171.14789992239093 418.9593905833317 85.311315681203268 556.71060654049506 33.890709132887423 653.74907741113566 736.59019806486322
leaf_count=409837 1930 1202 2390 38141 72 42 948 188 308 1404 684 30905 1943 25 5834 20336 427 1622 5515 533 212 49 142 4836 5089 778 11278 326 4800 10171
internal_value=-2.37486e-06 -0.00125605 -0.00358301 0.00140975 -0.00194812 -0.00467268 -0.00511411 -0.00500438 -0.0189574 -0.0072936 -0.0450407 -0.000485374 0.0244218 0.171341 -0.00142125 -0.0040837 -0.000395585 0.000893151 -0.000460856 0.00891388 0.0336223 0.0685812 0.0168364 -0.00745871 0.00100315 0.0153243 -0.0101286 -0.0117746 -0.00764495 -0.0145959
internal_weight=46615.5 11673.7 6232.98 5440.73 3266.8 5838.4 5753.1 5748.88 355.856 245.897 109.959 3007.41 108.909 3.6552 2898.5 5393.03 2576.98 2363.62 2218.07 644.459 116.477 37.7848 78.6917 2816.05 675.419 256.459 2140.63 1980.94 1424.23 770.481
internal_count=561967 152130 65207 86923 48782 62817 61615 61573 2584 1712 872 46852 2040 97 44812 58989 20763 38978 37356 6451 936 261 675 38226 10703 5614 27523 26575 15297 10497
is_linear=0
shrinkage=0.05


Tree=443
num_leaves=31
num_cat=0
split_feature=36 33 31 47 8 41 40 13 22 36 34 30 21 27 42 37 37 37 49 13 26 29 16 30 26 23 46 34 49 23
split_gain=9.85782 24.2383 26.1201 24.9114 24.5729 24.1769 29.2545 33.0916 29.7127 27.3079 30.8067 29.6778 28.5022 37.9818 37.3441 29.5718 41.8516 30.4258 26.1372 24.879 25.8797 36.3695 27.465 27.3403 44.2507 32.2581 24.8227 24.5543 26.0773 38.7888
threshold=275.58615289811581 243.09325081330579 -0.46015981211685314 3.8359990012464831 1.4950000000000003 8.1704230559647524 0.14326932561403363 93.591952463870797 262.02627795838816 938.11775543108695 0.21419846184660504 -0.54221131568381009 8.8957179721300559 4.3315642722690706 21.112256586483394 0.17135021344721602 0.067728325663511266 0.17379159502071737 0.21605863107837373 21.470389987548547 4.1988985616098384 4.8726775775216558 3.4041733718024862 0.71700952909807725 4.4343415198239127 47.164721580671007 0.036731478343325026 0.22432398581232801 0.52296214278182018 28.330324292900144
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 12 -11 13 14 -4 16 -15 -17 -14 -7 22 -22 -21 24 25 -23 -13 -8 29 -29
right_child=1 -3 3 4 -6 19 27 -9 -10 11 -12 26 18 15 -16 17 -18 -19 -20 20 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010894120825006785 -0.026501345468437923 -0.00066772689468278261 -0.033789208474960183 0.011759810917794877 -0.0025294515375661134 0.0063770826245957736 0.0066933685940503964 0.18800723382481271 -0.043586674135788546 0.2118484295429949 -0.046626433176539452 -0.0018291502248470996 -0.084472533823425913 0.44154210916655884 0.37128104834218606 0.24849205033866079 0.00049510029852884233 0.023952608034120738 0.029971858961804189 0.014553047141588629 -0.073223367138944978 0.070843905042229594 -0.062626702703882528 0.021086221437123558 0.050394758582054271 0.31135701159387746 0.062775563219288247 -0.0057682764829123335 0.0052032698019012051 0.0083961932381468336
leaf_weight=14407.559215209287 79.251493120682426 18886.64129797327 120.79379743282334 330.93688316014595 3311.463196748984 750.83483583148336 3402.7482446032518 2.1080323338392182 59.127350332040805 1.9916873769834627 53.453665768087376 53.124086288677063 5.3860207763500503 0.54280679498333384 0.57167781889438529 2.6253127942327401 59.212357177195372 3.5470446936087683 67.672616504365578 56.454853917501168 7.5368579989299169 2.6723001929931334 14.484309933613984 96.864194694324397 74.096100252238102 2.9147170672658831 20.646866807015613 1946.8270033537701 2144.2583314923104 642.95603929445497
leaf_count=190096 1342 245165 5446 3548 19935 11768 36715 17 1999 16 987 728 60 12 3 10 1971 51 345 2384 158 50 636 668 576 21 114 15501 15823 5822
internal_value=-2.31426e-06 0.00048407 0.00211782 0.00228918 -0.00123117 0.00362578 0.00276673 -0.00963161 -0.0105601 -0.00554749 -0.0120521 0.0213942 -0.0049535 -0.015286 -0.0318812 0.015264 0.0045015 0.119457 0.0215348 0.0109599 0.0244527 0.0343403 -0.00120546 0.0389323 0.0606263 0.196318 0.0162523 0.00345364 0.00112498 -0.00225171
internal_weight=46609.3 32201.7 13315.1 13235.9 3642.4 9593.45 8587.59 450.803 448.695 389.568 313.805 75.7626 260.352 187.293 121.365 65.9275 59.7552 6.17236 73.0586 1005.86 255.023 184.084 70.9392 176.547 79.6831 5.58702 73.771 8136.79 4734.04 2589.78
internal_count=561967 371871 126706 125364 23483 101881 85620 11759 11742 9743 8885 858 7898 7493 5449 2044 1983 61 405 16261 4493 1473 3020 1315 647 71 842 73861 37146 21323
is_linear=0
shrinkage=0.05


Tree=444
num_leaves=31
num_cat=0
split_feature=1 34 37 38 35 0 38 18 26 46 34 9 8 32 24 37 8 41 15 18 7 26 41 16 25 17 14 38 45 26
split_gain=9.78243 10.6084 22.2164 39.0691 48.5598 34.9947 31.1384 29.2717 36.3146 28.9489 27.9819 31.1547 38.2322 30.4735 36.1479 40.4126 31.6732 32.0182 30.1185 27.3304 28.9318 28.5173 28.3526 33.0019 29.5961 28.715 26.8258 26.7232 42.4463 35.1837
threshold=3.5000000000000004 0.21309250269354713 0.14942976966647639 4.6410015166477905 5.6523443771478421 14.65 6.1291186189544957 35.310078556073783 3.2961726014484629 0.059179054614526438 0.18291636931359714 1.6250000000000002 3.1550000000000007 0.87562134875527664 2.6172699648726563 0.23113605230979586 1.6450000000000002 4.4799114614650435 2.2815254867701973 11.479434279473926 2.8850000000000002 2.5027203930195072 9.0582752841773111 1.637697299320493 2.5849439534334206 51.271383248811183 3.1181488206283809 9.3403678841309112 -0.52813265600681147 1.6867329992344786
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -10 11 12 13 14 -6 -16 17 -15 -18 20 21 -12 -21 25 -25 -24 -26 28 -1 -30
right_child=-2 -3 3 4 10 -7 -8 -9 9 -11 19 -13 -14 16 15 -17 18 -19 -20 22 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.012019825881519983 0.0072125239042777865 -0.00090852556512362778 -0.0013790744667666272 -0.023972975456809268 -0.020623617323753785 -0.025211364936303243 0.026519356199408359 0.017844720893779344 0.0020836177598633136 0.032957724527437025 -0.044483413453322712 -0.0010478034675999524 -0.0046168627067494309 -0.020842216724268555 0.005678486239055312 0.030920590861217914 -0.0098494433918133208 0.047667934073650706 0.021162333955659932 -0.010863383841039818 0.041068698453044908 0.019354193143499104 0.2469740758523683 -0.053262625967650135 0.1000874840460959 0.053178000429716127 0.0096976530765455621 0.0013825069379050519 -0.027195920281241456 -0.00063453997636064375
leaf_weight=1093.9143237679964 465.10641023144126 20897.917337397725 4502.2504438145115 109.36560329570784 110.22981546778465 60.117459675762802 361.42945887509268 575.86800260492601 408.24609684024472 93.270954627398169 28.409636838710867 1728.0327586829371 505.66284721740521 19.400020260887686 1145.5950647394347 184.03734059346607 105.46634897124022 141.02630222114385 303.86579467402771 840.76134197809733 62.346868098946288 45.532543309556786 2.6264216458075662 15.817023622046689 9.6144541746471059 7.0214342164690606 56.123119941854384 7175.5363175806706 127.60593248828081 5428.1951205636724
leaf_count=22258 2493 183008 53412 4250 2158 424 2622 7464 5389 769 467 20957 3020 250 19835 1316 782 3281 1522 11319 378 305 43 430 66 70 696 106088 9876 97019
internal_value=-2.52995e-06 -7.52517e-05 0.000614471 0.00224625 0.00460499 0.0122168 0.0136702 0.0097569 0.00213267 0.00782551 0.0023002 0.00412108 0.00767217 0.0107644 0.00689125 0.0091723 0.0205522 0.0393831 0.013172 -0.00493271 0.0159807 -0.00517312 -0.00799106 0.0184878 0.00814292 0.105935 0.0229176 -0.000733672 -0.00301719 -0.0012446
internal_weight=46610.4 46145.3 25247.4 11422.1 6919.87 1608.3 1548.18 1186.75 610.883 501.517 5311.57 4243.32 2515.28 2009.62 1439.86 1329.63 569.758 160.426 409.332 1068.25 136.289 73.9422 931.964 91.2025 81.5546 9.64786 65.7376 13825.3 6649.72 5555.8
internal_count=561967 559474 376466 141225 87813 20918 20494 17872 10408 6158 66895 53121 32164 29144 23309 21151 5835 3531 2304 13774 1150 772 12624 1305 1192 113 762 235241 129153 106895
is_linear=0
shrinkage=0.05


Tree=445
num_leaves=31
num_cat=0
split_feature=37 38 16 30 29 24 22 14 19 25 8 22 31 35 9 12 43 30 32 46 7 45 25 15 33 47 24 37 23 47
split_gain=10.1539 32.6747 32.6124 37.1168 31.8085 33.3281 31.4504 30.5762 37.9774 31.1414 30.2321 31.5619 28.3354 45.2197 27.1256 26.8141 28.0172 24.4103 23.4926 34.523 34.503 33.175 42.9389 33.1288 33.4641 32.6859 32.6734 23.7894 23.3929 23.9534
threshold=0.2442129601930976 4.5722633280504086 11.413662231785745 0.41027740265473273 8.6190983957359766 32.232675562283433 37.875771093345811 13.62411194489807 8.2599539093940404 1.9836744789943537 4.0150000000000006 15.72020037645181 0.010932351192144422 4.7365524321902255 4.3050000000000006 33.288644998354094 0.85651441642995418 -0.64500736076183374 1.3972571940371372 0.03978458370492826 1.5350000000000004 0.038778355658735338 2.3556784822860646 4.4874189365831212 59.523289022175469 1.0236494960453237 3.9127949111844438 0.17791256786666104 39.181127422129883 0.87695572432075453
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 -9 11 -11 13 -5 -2 -13 -17 -8 21 20 -20 23 25 24 -15 -23 -22 -25 -1 -30
right_child=14 -3 4 12 -6 -7 17 9 -10 10 -12 15 -14 18 -16 16 -18 -19 19 -21 26 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.018816647347453266 0.0014003378416994471 0.00013787048429841732 -0.001583084612309358 -0.0064176475985244751 -0.0067699261206074423 -0.025719189059552422 0.16138600319788912 0.035333201240416744 -0.048868162909067397 -0.090903911284274691 0.024540905275012181 0.013681186898951937 -0.0058602584543969881 0.33591828593207951 -0.019413529081925947 0.14378454866242218 -0.023633957569755497 0.028093253352396892 0.52409903781874134 0.014812979412944301 0.32156173522102027 -0.064020611671937358 -0.042586236262096261 -0.028073169687790646 -0.017023059923597993 0.091505533203399908 0.075767210657813305 0.076075767874961703 -0.056395980367548837 0.089097766376463439
leaf_weight=193.36511680910189 13305.364368858791 28785.968255161075 117.01493722293526 227.5780918255623 309.94781709834933 45.597127462271601 3.4853506749495855 38.946123492729384 128.80978578199574 13.931680606212465 49.889813227113336 68.240487609873526 2490.4388438352617 0.68999573728069918 158.39917640632484 2.5256882589310399 236.06713027582737 236.77035393030383 0.46796701150015252 24.467521525992197 1.4387582257622877 4.5466054460266632 38.440086182468804 6.3060361226380328 25.196968716656556 13.146540289162656 22.432154833193636 42.006900995562319 3.937173931481083 10.049870270595418
leaf_count=4016 98296 402334 589 5906 2589 421 18 422 3349 150 171 1101 28163 6 1257 13 6679 1702 11 598 37 164 1494 306 884 117 302 573 147 152
internal_value=-2.43519e-06 -0.000472831 -0.0045088 -0.00642259 0.00527184 0.0145362 0.0196739 -0.0163701 -0.0275457 -0.00719834 -0.0116673 -0.0172989 -0.00386198 0.00837404 0.00115547 -0.0139569 -0.0218617 0.0300269 0.0271653 0.0567542 0.0989171 0.0160851 -0.0129177 0.0380261 -0.0076157 0.05154 0.0905818 0.0624817 -0.0142998 0.0481431
internal_weight=46605.5 33141.7 4355.73 3642.92 712.816 402.868 357.271 745.763 336.162 409.601 370.655 320.765 2897.16 406.718 13463.8 306.833 238.593 240.256 179.14 48.8064 24.3389 130.333 56.1332 74.1999 25.887 17.6931 23.8709 48.3129 207.352 13.987
internal_count=561967 462414 60080 54761 5319 2730 2309 16200 7664 8536 8114 7943 38561 10398 99553 7793 6692 1720 4492 948 350 3544 1775 1769 890 281 339 879 4315 299
is_linear=0
shrinkage=0.05


Tree=446
num_leaves=31
num_cat=0
split_feature=20 0 21 26 16 26 0 19 7 0 32 35 9 0 31 8 49 35 12 49 47 8 49 49 21 26 34 0 45 17
split_gain=9.68642 31.2627 34.6878 40.1054 51.09 38.5201 33.5332 32.3703 31.9617 31.8707 31.0953 29.9143 29.6434 29.5009 30.0867 29.0573 31.8463 46.2 39.9916 34.9522 30.4276 28.3144 27.6701 27.9838 27.3611 34.7867 30.8615 62.1313 110.56 59.5416
threshold=7.2492487270042778 4.2500000000000009 5.6500781036801495 17.188171244277232 14.283821939572933 5.3752577874998506 3.3500000000000001 28.817366869438082 1.675 3.2500000000000004 0.051239860607803674 2.9201966563340425 3.4650000000000003 14.550000000000002 -0.062171206623941717 2.3550000000000004 0.75533117083719503 4.9022730395142693 74.303118665986446 0.75959272350363161 1.6755075118669145 1.3050000000000004 0.54378814882890747 0.64675058200154989 2.0797235842661506 3.2732080420711926 0.3262265257845029 3.9500000000000006 -0.51276316789990994 24.618722708659451
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 -7 8 -4 -9 -6 22 15 14 -3 16 24 -18 20 -20 -19 -8 -5 -24 25 -2 -26 -28 -29 -30
right_child=1 13 3 4 10 6 21 9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 -25 26 -27 27 28 29 -31
leaf_value=-0.00067749350945962503 -0.019685462342463968 -0.0047476196240786332 -0.018593477205032762 0.0075260260413155021 -0.026591814318697622 0.035515674114133422 -0.024725547587575308 -0.026260995276967444 -0.00068923361132567219 -0.0082373346476295999 0.00067624560989915897 0.021712414404652672 -0.073220396102991525 -0.0062951974219940567 0.0032906461548844815 0.019966002983185949 -0.045889966076640913 0.1217895452274755 0.29412117613707556 -0.056892071464107068 -0.038387163117561018 0.015748043682158236 -0.1851381352764481 -0.030271479244224183 -0.023512937694567599 0.13535745451165501 0.0074728348260821205 0.88575890415125103 0.63784268191213134 -0.057504817260017028
leaf_weight=24837.340426659008 7.8725873517396376 1278.0393005088408 279.38528525136644 21.624845905229449 119.60325011610985 166.92862219025847 56.13867981560179 303.55464106501313 2311.9348728996119 1277.4248606458423 830.71299275150523 403.00781151815318 14.493403693690196 1003.1817272041517 13057.45697435175 124.09938760579098 14.027390911840483 19.656432388961552 0.77617262827698041 8.2189951933978573 3.4915383178158654 187.66280293802265 4.5293981637805691 8.1938789598643762 239.69221486484457 6.6941231438540854 14.73427390138386 0.57585551263764534 0.39173530414700408 1.4378999301698057
leaf_count=359945 1904 20732 3986 107 1096 1794 1530 3383 19886 11460 5168 1700 630 6476 97719 1047 945 598 32 882 119 1868 50 48 18104 136 519 10 3 90
internal_value=-2.68967e-06 0.00076735 -0.00216012 -0.00361058 0.00375284 0.00714265 0.0182501 -0.00605959 -0.00261959 -0.011698 -0.00275561 0.0178948 -0.0028585 0.00199395 0.00257402 -0.000549565 -0.00856662 0.0298219 0.0628629 -0.0266039 0.0976292 0.00642844 -0.0268968 -0.0854029 -0.0150973 0.0515644 -0.0188782 0.0459373 0.281543 0.091373
internal_weight=46602.9 21765.5 6426.86 5559.97 1387.67 866.892 410.73 4172.3 2591.32 1580.98 950.316 437.356 456.162 15338.7 14335.5 441.669 317.569 46.1705 32.1431 8.99517 23.148 243.801 34.3481 12.7233 271.399 14.5667 256.832 17.1398 2.40549 1.82964
internal_count=561967 202022 77095 46884 8169 30211 5192 38715 23872 14843 6264 1905 25019 124927 118451 24389 23342 2576 1631 914 717 3398 205 98 20766 2040 18726 622 103 93
is_linear=0
shrinkage=0.05


Tree=447
num_leaves=31
num_cat=0
split_feature=37 38 8 47 40 41 8 42 29 0 7 20 41 30 47 28 40 30 30 20 20 31 49 36 3 7 37 45 7 39
split_gain=9.8291 28.1332 34.5598 25.7061 25.1167 41.8359 33.8341 41.5186 35.26 32.5868 32.1286 48.1325 36.3556 35.8046 32.3564 31.3809 67.9162 30.4509 49.3163 46.4782 30.2332 28.2441 27.958 33.7943 39.9788 29.7447 31.6137 28.8089 27.7832 27.0679
threshold=0.20148857060661227 6.0755053728515325 3.9550000000000005 6.112044692186446 0.08333119097504034 9.8470431596612755 1.2750000000000001 18.619015667242113 6.9159361258291119 3.3500000000000001 1.9150000000000003 0.63589471630663719 5.7060188274479904 0.69204709765384664 0.38044831318618605 0.31207299950233897 0.16694650560131941 0.055667174148235112 -0.1683228945729647 2.571539647053624 59.278871762302735 -0.33671702908228601 0.63721546223520831 270.62674062178672 1.0000000180025095e-35 2.9650000000000003 0.16980560234504924 -0.20644503147057655 1.0950000000000004 4971.4883288123647
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 28 11 -8 14 -14 -13 16 -15 18 -7 -20 -11 22 23 24 27 26 -25 -12 -6 -17
right_child=-2 -3 3 -5 5 17 10 8 -10 20 21 12 13 15 -16 29 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024501896544478319 0.00085342473415788388 0.00038693802737139993 0.0090809231054185501 -0.023049134844818964 0.093111681277594116 -0.05233968310650769 0.14527299143809386 0.11586651931418951 -0.028216251514905921 -0.030014853533131977 0.037782419257355246 0.0092312049434585108 0.021090096807891527 -0.053129755446053799 -0.030670112800162092 -0.056116916877204007 0.88074489058766048 0.01419020254759802 0.3045112074033276 0.08427761447018696 0.27237017987779377 -0.0031055783815833408 -0.02005137050645717 0.059931074300566711 0.068082352006514163 -0.021802714327679638 -0.066825774019012241 -0.060920589210435722 -0.0036860034588206188 0.22896003359268882
leaf_weight=151.57792643897119 19485.356169835228 19496.768925286888 759.53867349680513 67.809736432041973 8.1778388779202924 5.0975970805157003 4.6225918701384208 10.386582168517636 7.1824685723986468 308.3774289321882 18.506367650115866 60.156584407959599 97.947876968566561 0.59149073204025882 326.91338616239955 30.173801865079444 0.29020719288382679 85.364900901331566 2.9776511650998136 12.256490981439127 0.8288382298196656 5354.3472885050869 45.539931298291776 28.30182865972165 61.739839956251672 53.357092170335818 5.9537197474855921 12.310351467225699 79.258272645005491 0.85629351437091727
leaf_count=3832 163754 275429 3395 483 270 239 44 57 148 26656 90 1000 2791 67 6852 849 4 1482 38 123 66 65124 681 292 792 758 119 150 6380 2
internal_value=-3.06718e-06 -0.000618963 -0.00319931 0.00644753 -0.0043777 -0.00391702 -0.00442321 -0.0182517 0.0569635 -0.0215833 -0.00348445 -0.0153521 -0.0167885 0.00610428 -0.0244688 -0.0398922 0.254251 0.0272877 0.0822787 0.127324 -0.0292043 -0.00237522 0.0149506 0.0237978 0.0448661 0.0015405 0.0379003 -0.00164646 0.00536742 -0.0482501
internal_weight=46582.6 27097.2 7600.44 827.348 6773.09 6621.52 6515.82 414.211 17.5691 396.642 6101.61 521.552 516.93 129.86 387.07 31.9118 0.881698 105.697 20.3317 15.2341 309.206 5580.06 225.709 180.169 92.5566 87.6126 34.2555 30.8167 87.4361 31.0301
internal_count=561967 398213 122784 3878 118906 115074 113192 33577 205 33372 79615 11609 11565 3713 7852 922 71 1882 400 161 26722 68006 2882 2201 1032 1169 411 240 6650 851
is_linear=0
shrinkage=0.05


Tree=448
num_leaves=31
num_cat=0
split_feature=42 37 38 49 40 0 34 41 25 25 46 9 39 18 35 24 1 42 23 47 49 47 32 31 31 18 30 28 39 22
split_gain=9.58423 18.9446 38.5605 25.4444 36.0368 30.9925 25.9647 28.9721 30.0325 29.5403 26.5961 19.3084 21.357 20.4821 25.2101 22.0577 18.8231 28.7122 24.6571 20.6936 20.5205 19.8726 18.7386 18.728 25.0659 33.9695 23.7745 20.7114 21.1997 18.4804
threshold=25.394445727916963 0.44302848314813009 2.7372554057897385 0.40940436345769288 0.39998559289439289 9.8500000000000032 0.41355955975927639 1.9096931318599022 15.510790430073685 1.6644760230997158 0.0047421474872521418 3.2650000000000001 318.5601786562882 28.55664969647248 2.3918173752972529 11.722528373789675 1.5000000000000002 10.593786301589104 10.050177048856352 0.21774893417954191 0.78873169468913484 2.653479864991068 0.58066705308306721 0.29265134916193086 0.27093495662967704 28.349629905078054 0.055667174148235112 4.2625392789714613 5876.382691737962 44.678577631049741
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 5 -5 -6 9 -9 -8 -11 12 13 14 -1 -15 -12 20 -19 -20 -18 -21 -7 24 -2 -26 -25 -28 -29 -3
right_child=23 3 -4 4 6 22 7 8 -10 10 16 -13 -14 15 -16 -17 17 18 19 21 -22 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=-0.085842579238584377 0.0021433530773219008 0.0037460281115640837 2.1707741459838176e-05 0.016177247076626659 0.0095074352572368393 -0.12170363948255765 -0.059253513928079572 -0.012015799574386338 -0.050481813364368813 0.069666211973804501 0.026069274309323209 -0.065681168191009082 0.0085126539172305175 -0.080604235890682774 -0.0071660056811276912 -0.024103607307440458 0.011468082089089039 0.038242120312601317 0.04058475179956423 -0.053218427179699657 0.14251139813765412 0.0036612453143858806 -0.015781091540060931 -0.022754076060830488 -0.0048346951020348788 0.11970267084762319 -0.014238307235412079 0.0046474089140615266 -0.037744483261653125 0.016912574532909595
leaf_weight=10.746877119876443 381.87278542574495 543.38897860515863 42234.965135423117 406.32445476279827 224.45238690561382 4.5971540100872508 16.213944621151313 480.42915484344121 56.735646241344512 17.571564659010619 67.84606085345149 18.431941305287182 86.563531842839438 24.48029092035722 193.62872511832393 58.681175337987952 7.3685536489356291 17.327855636132881 9.9003996956162137 51.940881628659554 5.0245241918601096 21.80159730091691 45.515583541244268 206.38460723636672 11.002294663339855 10.90049930103123 302.74477578839287 500.00470894156024 31.340572951827198 523.02458238182589
leaf_count=104 2373 2936 532592 2410 1346 51 157 3730 663 65 226 175 718 265 1147 437 104 58 45 797 13 111 381 1286 63 38 2178 3219 383 3896
internal_value=-3.51907e-06 0.000124801 -0.000123269 0.00435554 3.68094e-06 0.0116017 -0.00541685 -0.00987041 -0.0160786 0.00564074 0.0109339 -0.0157222 -0.0132607 -0.0198156 -0.0113031 -0.0407357 0.00523879 -0.00722785 -0.0160436 -0.0272897 0.064597 -0.0364022 -0.025498 -0.00401299 0.00512689 0.0571446 -0.00755989 -0.00380029 0.00214699 0.0102036
internal_weight=46571.2 45127 42627.5 2499.46 1433.05 456.437 976.613 752.16 537.165 214.995 198.781 392.533 374.101 287.537 204.376 83.1615 181.21 113.364 100.971 83.6429 12.3931 73.7425 50.1127 1444.25 403.776 21.9028 1040.47 834.09 531.345 1066.41
internal_count=561967 552427 535438 16989 10157 2842 7315 5969 4393 1576 1419 2846 2671 1953 1251 702 1354 1128 1011 953 117 908 432 9540 2474 101 7066 5780 3602 6832
is_linear=0
shrinkage=0.05


Tree=449
num_leaves=31
num_cat=0
split_feature=33 36 17 35 16 31 25 47 40 0 8 12 19 9 13 23 39 31 32 0 12 26 22 26 17 8 47 22 39 18
split_gain=9.69757 24.4501 28.9017 33.2762 28.6976 26.8662 26.5632 26.3736 26.3278 25.3812 33.6195 28.1721 25.3413 27.0409 26.8634 32.6731 25.0171 35.4607 36.1327 31.0605 34.5269 30.8861 29.5727 29.0974 27.314 30.1515 26.6803 25.9107 32.0696 34.6477
threshold=103.0017417686023 149.51795639071375 175.27293523835962 4.337352435245414 2.7810004521865586 -0.1277431308557179 1.3038973083539644 0.01569630880271056 0.23460464484303944 12.950000000000001 5.1850000000000014 18.07197251598981 8.2599539093940404 1.1250000000000002 8.6423620092447511 9.9316129361444219 112.06080464503366 -0.14436729121408515 0.0092264934783298433 3.9500000000000006 33.68899974863394 2.8689981919195486 13.473239636523983 3.2732080420711926 20.805642497527273 2.4750000000000005 14.915529775561508 11.458133038809287 62.868865538670626 6.7406830484207756
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 -6 -4 -3 -9 11 -11 13 14 15 -5 24 18 -18 20 21 -20 -19 -24 26 27 -1 -26 -29 -30
right_child=-2 2 7 12 5 -7 -8 9 -10 10 -12 -13 -14 -15 -16 -17 17 22 19 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.0018847018795784766 -0.00032679082211171511 -0.034178075773484438 0.11123825462868467 0.043146296999697409 0.038672451905751186 0.0066658742741071871 -0.022526185077883329 -0.00084170438115054459 -0.00031007086966443716 -0.0042994265741611399 -0.0026910703160809755 -0.10046151156457567 0.018037205986510707 -0.0011681931291397493 0.0013891332011818217 0.19556495782456049 -0.055316016013301134 0.023175826198905403 -0.033478320850748998 0.0041955105914293356 -0.067278872484916957 0.072005684424553948 -0.026514073391875666 0.0017695164771569499 0.00019477215184867801 -0.0004513048704162029 0.028090872555484338 -0.051895160772467586 0.037342013508435634 -0.023222190915452013
leaf_weight=1379.192210749432 38775.96238383434 94.690353108773706 5.1118257038760921 10.89723894861527 20.300591417006217 1631.2933033956797 140.08950789982919 1302.3283779688063 145.63857799011748 11.558362383395432 48.255258625838906 22.332619105058257 821.60023986521992 367.75763548995019 16.400562480674125 5.1909104794613077 12.013551063835619 121.55529110599309 7.6759353722736696 50.869254911463941 5.5314927985891691 72.334412482450716 114.46849711686082 442.28136590734357 126.79842125251889 361.31543017318472 78.455648401286453 90.438052433833946 25.953072699601762 262.09025014683721
leaf_count=9395 484366 1651 21 77 178 11367 2323 11626 1098 69 341 240 7771 5837 321 42 310 486 411 1185 317 595 4188 4706 955 1782 249 2306 311 7443
internal_value=-3.30362e-06 0.00160599 0.00391285 0.00649069 0.00256981 0.00474603 -0.0147803 -0.00212341 -0.0136542 -0.00254197 -0.0294977 -0.0676659 0.0130114 0.00269461 0.0464198 0.0923248 -0.00179352 0.00567656 0.0278137 0.0351348 0.0535336 0.0618859 0.000832579 -0.00404563 -0.00445062 -0.0114804 -0.000271313 -0.019367 -0.0259206 -0.0177653
internal_weight=46570.4 7794.42 4643.45 3253.86 2032.01 1791.68 160.39 1389.59 240.329 1384.47 82.1462 33.891 1221.85 400.246 32.4887 16.0881 3150.97 826.73 148.425 136.411 85.5418 80.0103 678.305 556.75 2324.24 866.595 1457.65 505.28 378.481 288.043
internal_count=561967 77601 42962 30665 16617 13868 2501 12297 2749 12276 650 309 14048 6277 440 119 34639 12198 2818 2508 1323 1006 9380 8894 22441 12797 9644 11015 10060 7754
is_linear=0
shrinkage=0.05


Tree=450
num_leaves=31
num_cat=0
split_feature=24 31 0 19 16 47 17 20 39 12 12 27 45 36 30 7 0 23 25 4 18 21 30 26 34 30 32 7 49 35
split_gain=9.62604 28.6519 25.4943 48.6651 23.5815 21.7939 26.8659 22.4956 23.0866 26.1062 21.557 27.4028 27.2312 21.3736 21.8813 21.9804 19.4764 19.3452 25.0704 28.8337 23.3559 26.6956 22.0482 21.8171 21.4011 20.0729 37.7106 33.1747 30.8468 26.5826
threshold=40.057716077274499 0.99097427660209714 7.1500000000000012 21.29777278393863 6.7697778479491229 1.5079909056707466 58.098405343849244 10.489606553745558 250.22620391839487 80.931667621795427 29.66162483279216 3.7742186434281479 0.8802062688380069 186.96247910847148 5.8401385013505474 4.495000000000001 13.050000000000002 17.455206776638814 9.045397718961004 1.0000000180025095e-35 14.865117591641022 9.2258643502251925 1.1260526559512281 5.0351866334815165 0.12162638823837581 1.2780363073171104 1.5529413017502336 3.2050000000000005 0.075922973786172035 5.3483431475024537
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 -9 11 12 -7 -5 -15 -16 -10 20 19 24 -2 23 -23 -22 -19 26 28 -27 -20 -29
right_child=1 4 3 13 5 10 7 8 16 -11 -12 -13 -14 14 15 -17 -18 18 25 -21 21 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00019706674285585994 -0.037452931086999097 0.0025380007986712432 -0.07251188472318347 0.081686156105789776 0.02302597787258932 -0.077406106650150366 -0.12541742560792449 -0.26722977024722444 -0.021481585265787386 -0.034046446577495518 0.0015774409007488792 0.015591829112193537 -0.31350504817875491 -0.0071130806193933117 -0.041275488250931025 0.049751869622486941 -0.089234486720487519 0.022328672096030899 0.062387126689776654 -0.057014765753041409 -0.036787198248224781 -0.042100638801877865 0.031405404611177551 0.062385282681276848 -0.0060160701024166855 -0.027913224333856231 0.047759270571872972 0.017626134204386822 0.0093262945398657187 -0.014692042589644622
leaf_weight=43405.912749449519 12.633472077257464 445.02547341713216 25.574229668389307 7.6045527197420588 24.03707142546773 4.7452823091298324 6.4035249082371584 2.1504200194030991 143.71102595701814 2.716645922511816 183.57595428312197 5.3017106573097408 1.6445476580411194 342.17674731148873 8.3026729659177345 32.953735204064287 11.452246611937879 82.476252062479034 28.316143160744105 23.876053087064065 6.0835430082806843 16.439542948734015 26.885056372731924 62.724290288751945 345.80385748215485 81.183158511761576 76.154542148113251 214.74232240754645 837.98348069870553 90.417789069644641
leaf_count=535356 104 2791 383 37 89 54 59 28 815 16 1023 36 28 2833 68 112 76 884 120 1761 176 112 88 268 3909 876 380 1510 7047 928
internal_value=-3.29699e-06 0.00266416 0.00551488 -0.00568963 -0.00530479 -0.014353 -0.0263865 -0.0335229 -0.0298457 -0.137074 -0.0026151 -0.0684447 -0.138171 -0.00131939 -0.00296562 0.031433 -0.0264823 0.00796432 0.00663095 -0.00353878 0.0269973 0.0342586 0.0035135 0.0536171 -0.000557567 0.0100915 0.0140261 0.000493269 0.0110607 0.00805038
internal_weight=46559 3153.1 2322.33 416.612 830.764 385.738 190.471 166.434 160.03 4.86707 195.267 11.6915 6.38983 391.038 383.433 41.2564 155.163 1905.72 1780.95 452.156 124.766 112.132 43.3246 68.8078 428.28 1328.8 942.454 386.343 866.3 305.16
internal_count=561967 26611 21596 3433 5015 2224 1083 994 935 44 1141 118 82 3050 3013 180 891 18163 17415 6554 748 644 200 444 4793 10861 7547 3314 7167 2438
is_linear=0
shrinkage=0.05


Tree=451
num_leaves=31
num_cat=0
split_feature=34 37 38 35 49 38 34 26 29 33 22 16 22 37 23 36 39 31 13 26 18 27 13 21 30 8 26 22 0 15
split_gain=9.68345 21.1954 41.9773 34.1811 31.5868 37.7181 30.9851 30.9237 33.5215 29.79 35.125 33.7492 30.3167 35.4703 39.4501 34.962 32.115 29.1571 28.8133 27.586 26.6971 26.1038 25.251 25.1036 28.2772 24.3138 23.9541 27.8973 25.7796 24.1694
threshold=0.27297151265311975 0.18940999426056018 4.8429824143840055 5.3949522303723869 0.38777721017733174 6.4834020479272505 0.14195815999043218 1.9021916705580559 29.121071723808114 1124.1772475733303 54.127492334278664 7.2068914191356237 36.038224910863256 0.32129380006411362 7.1412132052817023 104.03360392790096 122.28931972388814 -0.42625206968967339 51.554698031174262 2.3288372506930974 98.610317329123475 12.841986999802476 42.754900853827017 11.86192808141285 -0.24281916450901467 1.3050000000000004 5.3343308287194811 19.070175656926509 3.2500000000000004 4.1812593847667436
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -9 11 -11 12 16 14 -14 19 25 -6 20 -16 21 -8 -22 -12 -25 -3 27 -13 -29 -28
right_child=-2 2 3 4 17 7 18 8 -10 10 23 26 13 -15 15 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.00043809801289870656 -0.0012036382385233577 -0.030253403310288626 0.013213241331995005 0.0064964690002182642 -0.034414779942317994 0.075406804022369919 -0.016291531687484786 0.013780720018149898 -0.092015607368921851 -0.035197969451297689 0.021140946494004567 -0.012994138106018585 0.02237747877724152 0.0045272071858392859 0.015922187251906493 -0.01089569644257514 0.0084851260333654917 0.0084106748661148829 -0.057755135703727284 -0.050911237832939431 0.0095256991335837433 0.045758772892221328 0.1247596752705737 -0.090155909437902748 -0.0080122277268574373 -0.0014910322756699829 -0.0068610452121049218 -0.032477646491549758 0.030016888649423097 0.0062797839709148795
leaf_weight=23015.151524322049 12341.15956519288 77.02389869914623 1242.1280773798062 246.14920458535198 40.714450084953569 19.559727410960477 506.78422934366972 175.74041056534043 7.8204195949947453 127.39154749119189 75.58145111677004 57.507637824863195 81.07613101741299 483.21833144628908 18.432458060691715 1083.3155416398658 1007.4062492694939 1668.9329147092358 36.351635026803706 95.096798705781111 19.043926312180705 17.535922807059251 6.3355216199997804 11.30584405781701 142.86913763219491 1594.9680143955047 442.95215674093924 17.754901787382551 233.81882003921783 1665.9203293042374
leaf_count=356428 95542 2237 12093 1979 504 153 6205 1272 194 894 742 306 822 3729 838 20986 7358 16751 567 2786 147 203 31 125 932 11330 3085 212 1411 12105
internal_value=-2.94613e-06 0.0004301 0.00221375 0.00633116 0.00321694 -0.00367545 -0.00839033 0.0156418 0.00927338 -6.13839e-05 -0.0141399 0.00067174 -0.00191643 -0.00701227 -0.0113757 -0.0136622 0.001433 0.00739081 -0.014643 -0.0400603 -0.011792 -0.0142163 0.0382918 -0.00246402 -0.0140359 -0.00281603 0.00542488 0.0184243 0.0256063 0.00351966
internal_weight=46559 34217.9 11202.7 3987.1 2744.97 1035.32 832.2 203.121 183.561 7215.64 357.148 6858.49 4440.54 1761.14 1277.92 1196.84 2679.4 1709.65 586.051 113.529 549.7 524.32 25.3794 229.756 154.175 1671.99 2417.95 309.081 251.574 2108.87
internal_count=561967 466425 109997 40099 28006 10751 9132 1619 1466 69898 2693 67205 50086 29161 25432 24610 20925 17255 7153 3624 6586 6408 178 1799 1057 13567 17119 1929 1623 15190
is_linear=0
shrinkage=0.05


Tree=452
num_leaves=31
num_cat=0
split_feature=47 8 3 49 26 16 0 39 47 20 0 26 30 27 21 19 15 28 18 39 34 47 25 49 33 42 19 42 15 26
split_gain=9.83419 39.6676 29.4718 30.7503 28.1636 31.0463 31.3922 23.7773 23.1517 26.2836 28.1505 32.1077 30.4992 29.5093 28.1179 29.0617 32.9179 26.6865 27.428 31.1387 58.6374 26.6425 24.4855 32.9662 31.9595 42.9639 52.3155 41.4887 39.3556 32.7248
threshold=2.8801544443153757 1.3950000000000002 1.0000000180025095e-35 0.57613589769750095 6.7396692810481627 2.3430460468587344 4.0500000000000007 801.6020857118325 1.1826901976882485 5.1796476052466049 6.0500000000000007 6.1102466435327516 0.51649587512332573 1.2057774730255348 4.3685849974236204 16.173388671282883 2.7395285730492547 0.30408897115985206 62.094791888477594 294.45837087695389 0.084109055949401809 2.653479864991068 4.4792072651464938 0.11509952017011295 505.46255638711591 14.003612040133781 17.697466884230867 13.954151578956088 7.3454463433280539 8.2493742183923597
decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 -7 -4 -1 10 22 14 -13 -14 15 17 -17 -12 -19 20 -20 -18 23 -10 25 26 28 -28 -24 -26
right_child=1 2 3 4 -6 6 -8 -9 9 -11 11 12 13 -15 -16 16 21 18 19 -21 -22 -23 24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.00057720490534361149 0.0082564172118793355 0.0017544970128267421 -9.8221696481561938e-05 -0.0012507412618595721 -0.0025857200369059233 -0.039540418203078978 -0.014584824401573663 -0.0087919808482873254 -0.035891270729435425 0.0037522813494144064 0.13915579380801554 -0.049842504127737719 0.11539150859027583 -0.01517631732402511 0.0040518786464427059 0.029352090594937649 -0.044182769510253538 -0.025535294136113541 0.3130600261636578 -0.066194058241387105 0.031111853822893457 0.075370610348019729 0.037030022865326799 -0.00040699048211844351 -0.031691127887864039 -0.00075051471476006535 -0.0055627675996794265 0.22122823096779071 -0.033820686581398821 0.0092908376607587131
leaf_weight=21954.887805463237 998.37190975500562 3288.2590357422596 4049.2999137527368 347.61461224732921 992.90009295707569 152.31136096001137 729.92723313486204 976.05205762246624 67.410448299953714 8398.8061017825821 2.6018482650979413 75.07071086158976 4.4340854668989769 179.85364557150751 571.08252535451902 71.95451811683597 33.687730802339502 301.28451980216778 2.128282125573608 5.8403607802465549 13.808713335660284 5.4081661992240688 315.76034521346446 2255.3538935854449 94.625747691607103 383.33251169830328 151.92327124421718 2.0437205727212122 20.897238178469706 100.390451423591
leaf_count=325918 18789 19580 23040 2120 5412 1431 4756 6406 1803 78043 61 786 17 1248 3701 1060 1131 7406 16 408 255 40 4540 43090 3125 3745 2728 14 639 659
internal_value=-2.79027e-06 -0.00126898 -0.00217156 -0.0039527 -0.00884959 -0.0139066 -0.0188932 -0.00178677 0.000414352 0.00208153 -0.000930414 -0.00728911 -0.0229781 -0.0120348 -0.00325151 -0.012802 0.00928601 -0.0203339 -0.0216184 0.0325704 0.0687642 -0.0276449 0.0014452 -0.0014368 0.00770748 0.0117914 0.0215906 -0.0025524 0.0326321 -0.0105944
internal_weight=46547.3 11534.7 10536.4 7248.11 2222.75 1229.85 882.239 5025.35 35012.6 13057.7 4658.89 1267.16 259.358 184.288 1007.8 436.714 111.05 325.664 323.062 21.7774 15.937 39.0959 3391.74 2322.76 1068.97 873.957 490.625 153.967 336.658 195.016
internal_count=561967 81534 62745 43165 13719 8307 6187 29446 480433 154515 76472 16129 2051 1265 14078 10377 2231 8146 8085 679 271 1171 60343 44893 15450 11666 7921 2742 5179 3784
is_linear=0
shrinkage=0.05


Tree=453
num_leaves=31
num_cat=0
split_feature=33 27 12 39 21 9 22 36 13 0 37 7 0 41 13 32 35 7 28 26 35 22 19 24 42 7 15 45 7 32
split_gain=9.8111 20.9052 20.2678 26.5797 26.2909 19.906 22.3055 20.4807 19.4603 29.18 20.7837 26.9359 24.1414 21.5034 20.3722 23.975 28.759 23.2118 20.3353 19.812 25.9329 22.9498 19.8633 19.4742 19.4119 18.9236 37.3951 24.0321 18.747 26.7543
threshold=66.445233641788036 1.2889240941885693 10.252702202953614 56.961747169557206 9.2258643502251925 1.8950000000000002 22.610723308133341 351.84383202584871 6.8661362751262223 4.1500000000000012 0.27236394656506119 2.0950000000000002 4.9500000000000011 3.3151535680302087 15.666173755661443 0.93670825518684275 5.2606158540560877 2.3350000000000004 5.360492726035738 1.6867329992344786 4.337352435245414 38.349334654825107 7.3396063646883762 16.445003750498532 3.4570024570024578 1.8750000000000002 2.3626578447798758 -0.085510197447716138 2.5850000000000004 0.21586548670234537
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 6 -5 -8 24 19 11 18 13 -12 15 16 -13 -17 -11 -10 22 -22 -21 25 -3 26 -24 -28 29 -1
right_child=2 8 -4 4 -6 -7 7 -9 9 10 12 14 -14 -15 -16 17 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.023398101651392094 -0.041939889777209208 0.021807330557922285 -6.5959787154903565e-05 -0.0030592288232329044 -0.02369287439812081 -0.016298598718787749 0.037716260755866454 -0.029442718411906921 -0.051407399035884177 -0.048124305479435164 -0.037527227097875364 -0.039202455594784538 0.0011690919587663466 0.061886830510287733 0.032869276040206556 0.052015892091391416 0.057288395312462985 -0.0019514564788841024 0.071154286984474319 -0.015080707594403298 0.059452794794960399 -0.030594644397467965 -0.035076161265925311 -0.036827180582870066 -0.0047242198567802899 0.021111437753808228 0.21664524662484791 0.058919959784357059 0.024993728097779118 -0.0021118245543011553
leaf_weight=147.99652868797421 57.491285612806678 72.956132872961462 43203.437328837274 136.95411101472564 146.253689146135 105.77938657009508 82.168200909916777 13.171885643736458 9.4735229220823367 47.984255109506194 6.3569211615249506 71.074797646142542 77.401706855278462 37.686095059267245 40.150467922561802 21.842330324230716 8.6635009499150311 226.92161769524682 3.8607633947394779 47.599096227844711 60.05080299905967 8.0209341715089959 4.6267448191065332 12.942319519119335 1252.9429465482535 126.83363949134946 4.8307286794297397 4.8295444301329535 169.68623639905127 336.42349789290165
leaf_count=945 458 412 533795 810 845 872 671 116 474 1068 46 946 476 141 290 167 76 1769 16 695 473 273 64 134 10219 1079 22 39 1388 3188
internal_value=-2.79295e-06 0.00286589 -0.000186484 -0.00979685 -0.00598137 0.00168079 0.00986803 0.0284378 0.000481751 0.00653053 -0.000234794 -0.00549694 0.0179852 0.047538 -0.000751252 -0.00486045 -0.0287188 0.00278706 -0.0392419 0.019662 0.0221581 0.0488425 0.0131507 0.0218731 -0.00326435 0.0272566 0.0818101 0.137792 0.0106916 0.00568178
internal_weight=46546.4 2801.16 43745.3 541.819 484.327 338.074 232.294 95.3401 2147.05 821.15 541.942 420.498 121.445 44.043 368.653 328.502 79.7383 248.764 51.845 279.207 269.734 68.0717 201.662 154.063 1325.9 141.121 14.287 9.66027 654.106 484.42
internal_count=561967 24400 537567 3772 3314 2469 1597 787 18879 8248 4995 4332 663 187 3248 2958 1022 1936 1084 3253 2779 746 2033 1338 10631 1204 125 61 5521 4133
is_linear=0
shrinkage=0.05


Tree=454
num_leaves=31
num_cat=0
split_feature=18 36 14 7 20 29 16 22 24 40 42 29 35 9 16 49 23 24 0 18 23 22 47 46 47 26 25 24 26 12
split_gain=9.59983 20.0206 24.2481 34.4306 31.2044 25.5793 24.1164 23.7529 21.0878 19.687 29.9671 20.1969 33.0274 18.9876 26.7852 18.789 18.9703 18.4859 24.8133 32.3816 27.8672 41.1635 40.5855 28.2293 31.5877 30.413 29.6697 28.2266 33.7098 32.174
threshold=9.9336919568468183 144.91136704273745 8.8136718787832855 1.3950000000000002 1.505200289612884 25.5363790715822 18.899420142426827 149.58354095962633 2.0881267755125434 0.099022209001186759 3.4570024570024578 21.186869846573199 23.727459972696263 2.1350000000000002 2.4618258116064173 0.95192863183100729 18.9521853010713 4.2353198587897039 3.6500000000000008 142.05313192014415 13.61992184028175 118.89457276312457 0.080014485506440372 0.067400394751100254 9.816356653648997 2.0494399316673362 5.7197480144782675 1.6461877266739038 3.2732080420711926 41.868910840565967
decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 11 -11 -1 -13 -12 -15 16 -5 18 19 20 21 23 -22 25 -25 26 -2 28 -27 -29
right_child=17 2 8 15 -6 -7 -8 -9 -10 10 13 12 -14 14 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 27 -28 29 -30 -31
leaf_value=-0.050748048923036561 -0.038562154905925794 -0.083993660354638011 -0.13573168515363351 0.012227481144089036 -0.0010655760618772474 0.01771158136817624 -0.11558711938197166 -0.062855781883586162 -0.0078613532717978617 0.042567111254913366 0.0014067826786023337 -0.066470037391324108 0.062946711838366906 0.0024122541350135585 -0.037927744475092118 0.064306456914850776 -0.019561113931916136 0.00024131963852166611 -0.0012059605110598529 0.061701023059972764 0.044710315087085575 0.035472807560012511 -0.02799656518167732 -0.022890411927131593 -0.13451083754568446 -0.0328843012527614 0.12526303609126996 -0.015099399770816903 0.04922280595224772 0.010003979047532413
leaf_weight=37.228546065045521 77.791692774015246 24.202635068562813 3.2820666730403891 1161.9188440266298 92.50968658196507 8.3030806821770948 4.5591986216604701 15.144988678977823 183.0820175538538 42.077089849859476 1809.345571324171 8.2321516278316285 12.289404266513882 88.768134566431399 76.708374161738902 16.723252419847995 48.907675864291377 36047.201046559261 5666.9270625861245 15.926390094216911 20.582223006291315 57.163582176435739 284.52659471929655 147.69870816764887 6.6224608863703898 16.343262058857363 2.8655098546296349 289.08250799420057 53.16851115366444 228.54974757067976
leaf_count=570 3401 491 41 7759 580 67 37 346 1308 143 13052 113 60 756 625 99 566 436642 71526 90 326 1910 12178 1730 70 329 116 3658 275 3103
internal_value=-2.6946e-06 0.00246508 0.00679494 0.00912465 -0.0158731 -0.0580146 -0.000716504 -0.000465897 -0.0101133 -1.0449e-05 0.00081373 -0.0287946 0.0110316 -7.58997e-05 -0.0162878 0.0116705 0.0109435 -0.000211624 -0.00258919 -0.00911968 -0.010072 -0.00555416 -0.0230919 -0.00840684 -0.0276804 -0.00395293 -0.0327419 1.87532e-06 0.0299182 -0.00401553
internal_weight=46547.7 3633.28 1538.93 1352.57 125.015 32.5057 2094.35 2089.79 186.364 2074.65 2016.9 57.7501 20.5216 1974.82 165.477 1227.55 1210.83 42914.4 6867.25 1200.32 1184.39 879.286 305.109 822.122 154.321 667.801 80.6572 587.144 69.5118 517.632
internal_count=561967 26613 10911 9562 1138 558 15702 15665 1349 15319 14576 743 173 14433 1381 8424 8325 535354 98712 27186 27096 14592 12504 12682 1800 10882 3517 7365 604 6761
is_linear=0
shrinkage=0.05


Tree=455
num_leaves=31
num_cat=0
split_feature=33 38 16 43 39 23 32 21 13 15 27 21 12 21 13 0 27 26 32 16 22 16 32 32 26 36 25 41 32 34
split_gain=9.54715 9.77372 23.5577 16.3374 18.9262 24.9907 23.0048 20.6813 26.5583 29.5823 65.6566 21.0041 22.5289 28.8789 26.3152 20.5075 20.206 18.3923 35.1101 19.0067 20.3976 27.4682 20.0185 18.2687 31.7018 17.3234 16.9057 16.6898 15.9407 26.9042
threshold=1.0000000180025095e-35 50.852404610663903 0.69152852879184767 0.58970741901776391 1147.047572439591 4.1859780098442529 -0.33074469702682385 5.6044237259235583 10.107525713418235 6.9014041134090487 3.7742186434281479 5.6500781036801495 229.93122438653879 7.05493422048984 47.80114503110994 3.5500000000000003 1.0680168153504739 4.5583039971959325 2.000708515960596 4.2422694392266758 52.888146986184964 2.2607959287873753 0.075616494407262771 1.0662554749730493 3.6760732594546237 2707.3037330966763 3.1000437723953991 10.607164659728221 2.2590225556947621 0.029628195140607713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -7 8 9 23 -11 -9 14 16 -13 26 -14 18 -8 20 21 -19 -21 -2 -25 -24 -10 -18 -27 -30
right_child=1 2 -4 -5 5 6 17 11 15 10 -12 12 13 -15 -16 -17 27 19 -20 22 -22 -23 25 24 -26 28 -28 -29 29 -31
leaf_value=-0.067680266296840472 -0.013717875825223259 -0.12084450843719169 0.0079795700476353124 7.1660297176224819e-05 0.046376406721988041 0.058984014119952015 -0.055334159852053255 0.12100610850519572 -0.046010279663046945 -0.095353127664589532 0.47622858355043401 0.0032380980040842017 0.2301958997815528 0.019231397557509043 -0.11332232644424567 -0.048380633851667604 0.0017013370166566188 0.059575546884362111 0.010440911639767337 -0.054796032167247079 0.018222578149361453 -0.17435090386070295 -0.048302231269306523 0.0038364568643285018 0.10855500861993948 -0.0020698994071779576 0.028828815081952737 0.15732269869308912 -0.16365934396578818 -0.023517362275979503
leaf_weight=5.2104496571701011 75.928692255401984 3.5749168861657372 485.28253957803827 45029.59171233073 16.947070402093232 10.174299112171864 69.848760692286305 4.108750049956142 12.054549609252716 0.99151325225830023 1.0185066037811337 243.20011744718067 2.7288224112708104 42.221590928267688 4.9405833426862946 61.638647171173943 3.9372771363705397 2.0485598817467681 28.593977286363952 32.149977402528748 68.086397507693619 3.2391277044080198 30.800103382440284 31.769243732327595 9.3556547351181489 190.45559975784272 20.175650150922593 3.0633025029674172 3.7289136112667611 41.97922559059225
leaf_count=71 841 35 4358 545054 82 76 2701 19 580 35 6 1437 10 248 64 2210 58 10 263 416 489 48 381 360 38 1341 335 8 41 352
internal_value=-2.66751e-06 4.91047e-06 0.00703751 -6.97546e-05 -0.00634236 -0.0132989 -0.015401 0.000357496 -0.0115939 0.00408523 0.194276 0.00872313 0.00718579 0.0371267 0.000917332 -0.0314813 0.114785 -0.017008 -0.0362289 -0.0119283 0.0108759 -0.0837229 -0.0175222 0.000819318 0.0276593 -0.0130334 0.000837937 0.0697979 -0.00843371 -0.0349503
internal_weight=46538.8 46533.6 488.857 46044.8 1015.18 498.052 481.105 517.133 212.932 119.064 2.01002 304.2 300.092 51.951 248.141 93.8688 9.7294 470.931 98.4427 372.488 73.3741 5.28769 299.114 117.054 41.1249 266.964 32.2302 7.00058 236.164 45.7081
internal_count=561967 561896 4393 557503 12449 6200 6118 6249 4405 1280 41 1844 1825 324 1501 3125 76 6042 2964 3078 547 58 2531 1239 398 2115 915 66 1734 393
is_linear=0
shrinkage=0.05


Tree=456
num_leaves=31
num_cat=0
split_feature=22 23 23 8 0 41 21 39 33 26 20 8 21 26 19 12 39 45 38 9 9 9 25 27 14 49 35 49 46 46
split_gain=9.44153 43.2307 34.7861 58.0085 43.3133 42.5138 40.6473 42.0027 50.654 39.6305 38.9927 35.0763 34.271 41.5107 32.0935 30.9433 28.4362 29.0405 31.1117 28.5254 28.3599 35.9284 29.4526 33.5427 28.3001 31.8196 31.4566 38.2217 29.7117 28.2221
threshold=114.47097308551288 30.313933184502048 18.261191710655087 1.7350000000000001 3.7500000000000004 6.6105078993892628 4.8447564652016757 494.02214619770257 1166.2598480888435 4.0879037604265571 3.1513508306193829 1.4650000000000001 7.6237032123647319 13.634148061070976 9.7681526559255722 22.843496180535634 272.22338385691575 -0.43204079572841309 4.3164626362086542 1.7150000000000001 1.5650000000000002 1.5450000000000002 2.3556784822860646 3.9800831115099693 10.607951058843373 0.59064345817608799 2.8555306922315089 0.15091402874910403 0.0411319721193232 0.079483003424371521
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 24 10 8 20 -4 -7 -10 15 -14 -9 -11 -17 18 19 -18 21 22 -8 -24 26 -26 27 -6 -27 -15
right_child=2 -3 3 -5 5 6 7 14 11 12 -12 -13 13 29 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=-0.00036492465970709768 0.004878697727238944 0.0043980348626556191 -0.024379785138774833 -1.831215287007539e-05 0.45844351846767301 -0.0028743577839869319 0.10544324918758814 -0.047322396957524576 -0.056124097700113985 -0.063257222612233696 -0.032330081640341561 0.16771480655165805 -0.034431430238875842 0.014698463075775312 -0.00084139425395631103 -0.049088824335133785 -0.078751816651332421 0.023189116685815775 -0.0077739167437521411 0.13683213060004118 -0.027872111119928378 0.27237330419033751 -0.056000748610301847 0.06035139103048244 -0.026876679740843012 0.031145416598530609 -0.043618753441181907 0.022631776357961937 -0.022867478167881854 -0.065735259733099932
leaf_weight=30497.950851865695 1853.0102183459239 5646.0383681684762 146.13805001534638 6025.8492097478593 0.52913691918365557 200.17877556095482 10.086953000049105 40.266436725971289 2.1153631722554556 13.686418026336467 256.08252575523511 10.138147275894879 109.52782471239334 118.6305213784799 477.82351916225161 17.877315002726391 1.9756666190805825 348.27728101407411 152.32743914006278 6.8699157128576189 21.809389158675913 1.6471502343192685 11.989528000471184 12.814981758478096 216.58234955657099 56.700021833792562 208.6630483839981 10.223034791648386 46.212031192728318 12.009743568953125
leaf_count=299521 37361 57262 23686 50078 11 17512 110 1531 83 275 23263 32 3646 958 10103 1008 98 8163 4134 61 710 37 561 209 9196 1381 8642 274 1841 220
internal_value=-2.75792e-06 0.000379095 -0.00133112 -0.00267899 -0.00906357 -0.0140881 -0.0082053 0.000476309 0.0366556 -0.000481638 -0.0194068 0.129073 0.00398906 -0.0117292 -0.00445394 0.0109667 0.0128932 0.0150682 -0.00248021 0.0886813 0.0172473 0.0441785 0.0334059 0.00411133 -0.025495 -0.0159997 -0.0393212 0.044079 0.00689125 0.0073042
internal_weight=46534 36144 10390 8537.03 2511.18 1583.86 1044.95 588.691 70.6015 927.32 456.261 12.2535 781.182 240.168 518.09 541.014 527.328 509.45 161.173 8.84558 58.348 36.5386 34.8915 24.8045 538.91 319.494 219.415 10.7522 102.912 130.64
internal_count=561967 356783 205184 167823 117745 75496 54151 13376 1742 42249 40775 115 18563 4824 11634 13739 13464 12456 4293 159 1627 917 880 770 21345 12418 8927 285 3222 1178
is_linear=0
shrinkage=0.05


Tree=457
num_leaves=31
num_cat=0
split_feature=34 16 13 33 26 20 40 39 0 22 26 14 7 39 31 34 8 35 33 25 19 45 26 16 27 39 22 25 38 45
split_gain=9.50199 25.0532 26.82 23.1267 38.8796 46.5176 28.0878 27.4037 31.4079 26.9315 39.0423 34.9432 29.7622 34.8121 29.3401 25.4274 36.2204 37.7928 36.8932 28.7706 25.0873 30.763 34.6477 35.7425 31.6321 34.2442 29.9372 29.738 40.1352 28.9403
threshold=0.16265717994395917 18.899420142426827 18.923627451595113 214.30316034129373 1.5006105914806207 2.1411572767154659 0.63479930666662798 2682.0031586110122 4.2500000000000009 137.38924166860139 22.361540467440268 2.8346480034222474 1.8350000000000002 72.355735128902452 0.76393232778984654 0.20138960056816421 1.5250000000000001 3.7489210103836568 236.57162900759781 1.1036167985778491 17.541041217217622 0.70649846988112863 6.8689266787134757 13.699419388848849 4.5040569362886824 338.62409420716398 54.127492334278664 8.2763754297791525 3.1942780620835061 0.77756579767498979
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 12 -11 -7 -14 -13 -6 17 -17 -18 -19 21 22 23 -15 25 -23 -27 -22 -29 -28
right_child=3 2 -4 4 5 6 -8 -9 -10 11 -12 14 13 20 -16 16 18 19 -20 -21 27 24 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.0013675461521879895 0.00047367365253901238 -0.051281624888331004 -0.0068872911672296132 0.038582898348891545 -0.040076381420586019 -0.023001794058941955 0.0062872248283011248 0.0070174994139466807 -0.0013608932253557178 0.051940448529546671 0.014401808645234862 -0.01375330983596691 -0.078873738441482141 0.0046837770346318816 -0.042494522792560649 0.10334035479163101 0.020731132747175987 0.095734868901103443 -0.03280321010758639 -0.025414890740332964 -0.014716413556655667 0.0008236951380260892 -0.01508014521339739 0.070199973038100702 0.1095848215019265 -0.015371304597909375 0.21392281629867851 -0.041720479447030216 0.0078900599820761926 0.065501232072380941
leaf_weight=14948.073148236668 20507.111947710175 36.955080817453563 428.45697720861062 57.547279939928558 113.95831800240558 263.82306291678105 925.15603622246999 654.09798427351052 5562.9322421014367 18.13809803960612 230.00756342429668 547.39615770161618 15.845664764754472 287.13559019118838 105.98842544609215 12.561064774170516 41.583350549917668 6.1931295132380937 142.35647651413456 23.479577199439518 767.25791040383046 85.789603099809028 269.72923714399803 22.444674633443356 10.166761667001991 9.5651178071275336 3.8924372084438827 46.118779160431586 351.36825249405229 21.023127886495786
leaf_count=247250 211460 245 2574 593 2988 4082 5774 3919 46894 211 1045 11871 144 3509 1024 288 371 122 1994 988 7519 759 2124 70 59 70 17 565 3296 142
internal_value=-3.28353e-06 0.00101185 -0.0104123 -0.000506352 -0.00240314 -0.00262696 -0.00202027 -0.00284912 -0.00359793 -0.0076705 -0.0051793 -0.0165152 -0.00727005 -0.00507447 -0.0184156 -0.0208169 -0.0111129 0.0306445 -0.0207007 -0.000129157 -0.00445062 0.00295939 -0.00198005 0.00943372 0.0248969 0.017738 0.0598217 -0.00896597 0.00213395 0.0886884
internal_weight=46516.2 15413.5 465.412 31102.7 10595.6 10538 10197.9 9272.72 8618.62 3055.69 2384.17 671.523 2154.16 1890.34 653.385 340.132 226.174 42.2338 183.94 29.6727 1874.49 709.747 579.31 309.58 130.437 120.27 34.4807 1164.74 397.487 24.9156
internal_count=561967 250069 2819 311898 100438 99845 93094 87320 83401 36507 23401 13106 22356 18274 12895 6751 3763 1398 2365 1110 18130 6750 5703 3579 1047 988 229 11380 3861 159
is_linear=0
shrinkage=0.05


Tree=458
num_leaves=31
num_cat=0
split_feature=1 29 17 12 27 40 41 47 13 31 28 0 36 47 37 31 23 47 8 0 37 7 32 42 43 31 21 8 43 31
split_gain=9.58156 10.7104 21.4996 27.541 18.2149 20.6871 31.0346 15.9511 15.9367 15.1726 13.648 13.0565 12.9634 12.4393 17.3041 12.3772 11.0303 10.8061 37.8884 31.7738 30.7576 26.4818 31.3068 32.042 31.7459 29.9225 29.2797 27.024 25.7694 26.8913
threshold=3.5000000000000004 91.984688040427528 66.105573007800757 245.13193528519767 26.856001365325621 0.18742230590875289 4.5244977322587507 0.029494399503501943 25.64500450126592 -0.24820333776607198 2.0110441581385907 9.1500000000000004 473.29437356007259 0.52903310219400612 0.12452595770163861 1.3516269876047475 32.222153237210613 2.8801544443153757 1.3950000000000002 3.2500000000000004 0.22772907078093435 4.8850000000000007 0.89305745371048517 11.815884039875927 1.1782493368700269 -0.066025211895481703 1.7483688358952181 2.0250000000000004 0.76911140845335868 0.31533063793454214
decision_type=2 2 2 2 2 2 2 2 2 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 9 17 11 15 -3 12 -4 -5 -6 -8 16 -15 -7 -11 -1 -19 -20 21 22 23 24 -21 -25 -27 -26 -24 -30
right_child=-2 2 3 10 5 6 8 -9 -10 13 -12 -13 -14 14 -16 -17 -18 18 19 20 -22 -23 28 25 27 26 -28 -29 29 -31
leaf_value=0.00037380892718151147 0.0071428088592440367 0.10382203845172654 -0.063110346767590059 0.036030343237576389 -0.071024928330708323 -0.069064397153675669 0.01414009323794937 -0.075057248154432682 -0.050042998261567453 0.0022842756610887902 -0.064147676099084477 0.05124067527462485 0.094503874081437747 0.058310589787843529 -0.02030991968721374 0.019518901367651321 0.12479714223043337 0.0079244272661372871 -0.014845978303059636 -0.0016909176386452303 0.0025106484465470193 0.001717064808922986 0.0037512996076731892 -0.028028422379417411 0.027366553014328041 0.074372941216900024 -0.004636317719760261 0.0021295274205386338 -0.00072592255517946777 -0.013557394992564113
leaf_weight=34507.339990291992 464.38132885168307 1.4552035192027677 2.9993030066834754 5.126349415339063 24.342353821266446 16.761865450651388 10.442705958383163 8.679980142391285 4.6402564338641232 2.3218580457032649 10.095176130591424 2.3986971300328142 9.660158619284628 28.626416358107235 9.2634984783944656 5.1563222995027891 8.8020570438820851 993.77521439896373 480.89679362450261 663.8958094837144 3031.1671874360181 1779.4487583879381 348.23749642726034 143.94130216958001 231.10319966974203 11.853956265375016 1086.3355073570274 196.07002444006503 520.25476927784621 1897.774682345218
leaf_count=475348 2493 5 209 252 1223 244 107 293 125 82 569 24 32 442 304 24 81 18606 3053 3586 17794 10763 2309 1280 1639 43 6116 838 3538 10545
internal_value=-3.33428e-06 -7.54092e-05 0.0185121 0.0287455 -0.000106696 -0.0249942 -0.00489981 -0.0493739 0.0334788 0.046057 -0.0304094 -0.0600576 0.0527578 0.0527373 0.0390891 -0.0482249 0.0992254 -6.68895e-05 -0.00140265 -0.00229468 -0.00168561 -0.00353468 -0.00536727 -0.00110149 0.0051504 -0.00659305 -0.00378348 0.0157829 -0.00896522 -0.0107966
internal_weight=46507.2 46042.9 77.3698 67.2347 45965.5 73.4024 46.6613 10.1352 24.7431 52.0131 15.2215 26.7411 20.1029 49.0138 37.8899 21.9182 11.1239 45892.1 11384.8 10391 9910.08 6878.92 5099.47 2333.2 1091.07 1242.13 1098.19 427.173 2766.27 2418.03
internal_count=561967 559474 2237 1939 557237 1779 532 298 264 1118 821 1247 139 909 746 268 163 555458 80110 61504 58451 40657 29894 13502 6063 7439 6159 2477 16392 14083
is_linear=0
shrinkage=0.05


Tree=459
num_leaves=31
num_cat=0
split_feature=34 4 7 14 23 0 28 14 8 13 15 18 47 8 27 29 28 12 40 36 33 17 8 46 27 45 20 8 19 35
split_gain=9.46792 21.2298 20.3361 21.6602 34.9482 36.7836 24.3245 36.7621 24.5512 24.1708 26.0235 32.1365 23.0169 43.2205 37.0809 26.6012 25.5222 25.1835 48.9477 30.9373 32.2685 32.0586 29.7462 29.0985 27.8315 27.4828 27.656 27.4423 29.8115 29.4816
threshold=0.25640244475855051 1.0000000180025095e-35 5.1650000000000009 17.160554661600305 72.615445064561257 4.2500000000000009 0.97365685117781298 20.77990211313362 2.8550000000000004 61.200462039107911 7.258691497130612 12.311237078027114 1.831691735656823 1.4750000000000003 2.9615074581921386 1.8289591961415625 1.4516174309509811 79.166793366755329 0.2605527693784398 502.39654121525115 582.50117632791523 106.77043562485225 1.3950000000000002 0.096875924906744945 15.480883423118316 -0.51276316789990994 3.1173544385099987 1.5750000000000004 53.578584319907939 1.9420470276724182
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 10 -8 -12 17 -14 15 -15 -16 -2 19 21 23 -19 -20 -21 -23 -24 -27 -28 29 -29
right_child=1 -3 -4 4 -6 6 9 -9 -10 -11 11 -13 13 14 16 -17 -18 18 22 20 -22 24 25 -25 -26 26 27 28 -30 -31
leaf_value=0.00047046834689777427 -0.00052599334981370599 -0.019907341795873258 0.0030054380777385236 -0.022199819952523129 0.01116461367018726 0.02143457651714635 -0.0081676750827261377 -0.035683061471755005 -0.037209628369999845 -0.039133158642638048 -0.1442557814306141 0.015550329453265907 0.011136974194457394 -0.068554975425587611 -0.030243556917770011 -0.0025286818885096917 -0.01024592741131556 0.025481795790866846 -0.046855699779275332 0.04792120757840003 -0.020260099183190692 -0.044185327080110172 0.0330254852104978 0.17534167341043139 0.23544147588851319 -0.033617619986760459 0.053835451148533456 0.049023455818927197 -0.083558871591741399 -0.0006581030600663145
leaf_weight=32284.405142437812 5948.5037199801591 148.13304674942628 2718.2903491800826 446.56655401014723 213.97220770979766 67.008895238861442 248.99105904379394 128.3800385663053 24.325644178315997 35.035466410219669 3.1804682761430731 289.88420904334635 383.55222389509436 15.378498441888949 224.13264545286074 1896.6925336886197 553.73618211597204 71.307135911018122 30.434231839026324 113.36290609056596 17.247360478853807 29.577902824210472 71.080723750172183 4.664929373888298 0.91745793703012068 55.092329427599907 25.898486817837693 32.128714409191161 10.205819595605133 423.00936978124082
leaf_count=448833 53424 3657 15842 4933 1536 611 1724 1498 160 302 33 1515 3611 193 1507 10153 3081 756 1230 830 144 862 517 27 8 954 345 200 110 3371
internal_value=-3.13745e-06 -0.00107758 -0.000879513 -0.00180878 -0.00750018 -0.0107122 -0.00427402 -0.0184322 0.00581553 0.0011164 0.00371791 0.013816 -0.000971553 -0.00456513 -0.00680406 -0.00305972 -0.016008 0.000644742 0.00851446 0.0279535 0.0436223 0.00713275 0.00140084 0.0529574 -0.0357727 0.00377954 -2.54902e-05 0.00374183 0.000953897 0.00284897
internal_weight=46515.1 14230.7 14082.6 11364.3 1457.34 1243.37 796.806 219.715 91.3345 577.091 542.056 293.065 9906.92 3073.49 2689.94 1912.07 777.869 6833.43 884.927 237.078 135.275 101.802 647.85 118.028 30.4954 617.415 546.335 491.242 465.344 455.138
internal_count=561967 113134 109477 93635 12312 10776 5843 2269 771 3574 3272 1548 81323 18545 14934 10346 4588 62778 9354 2627 1001 1626 6727 857 870 5497 4980 4026 3681 3571
is_linear=0
shrinkage=0.05


Tree=460
num_leaves=31
num_cat=0
split_feature=33 26 35 0 40 0 21 23 27 40 34 16 16 45 35 20 32 25 33 21 33 25 29 43 32 18 38 37 0 14
split_gain=9.50488 22.7436 39.1917 43.6416 38.7894 49.6868 40.473 32.2625 33.6451 32.2316 31.7975 29.3527 28.9013 28.6539 28.5585 26.5213 26.4827 26.4481 25.4013 30.7938 28.2225 24.9615 26.6122 24.7145 24.5644 34.1568 50.5866 38.295 35.6596 30.7036
threshold=150.40114821889389 3.6530403633117721 3.3970537270536703 13.050000000000002 0.32555132221464228 5.3500000000000005 6.7503661605793086 29.551657217815372 7.4336724540032533 0.25077499289943384 0.17713659327984607 11.130278177285421 3.6549174685110262 -0.2121001568629379 6.4249992129510618 1.1367940287626028 1.3109401185210754 1.9186028943027795 91.984466459827573 1.2866616986341544 96.156871353989615 6.4797301928231814 34.386979703875753 7.8189557062867037 0.73850072278276879 21.954229544255096 5.3242853994680654 0.15590625074833694 3.6500000000000008 4.9062336548933567
decision_type=2 2 2 2 2 2 2 2 2 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 10 15 13 21 9 18 -4 -12 -5 14 -7 -6 -15 -13 19 -9 -20 24 -23 -17 -1 26 28 -28 -26 -27
right_child=-2 2 3 12 5 6 -8 8 -10 -11 11 17 -14 16 -16 23 -18 -19 20 -21 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.0066220213472227485 -0.00049402666391633657 -0.0027943057664983808 0.016511033860306661 -0.033294077713124613 -0.047185833695479754 -0.095438667440080505 0.010633160207299146 0.10739782789117958 -0.047221664038421422 0.063156357210078146 0.0016346751000401829 -0.069218629106944735 -0.0025090699245142864 -0.031246590674803749 0.060652425130507108 0.023902948594532961 0.0080449378262465333 0.034220379401284799 0.10104919936652049 -0.038346678131632617 0.016384432220573449 -0.02749909117358422 0.09604767677812423 -0.0038527964290809495 -0.029825742676455758 -0.013348055843005064 0.0045422764533256284 0.02695458753692024 0.0013779956940169126 0.002704819775300286
leaf_weight=1775.5819342382019 31604.050217905969 2703.4994350026245 416.8971980586648 118.47290321736364 14.500191835686563 18.773479635827247 361.01061433367431 4.0517894308431996 19.0310623087571 39.113219126011245 5204.3612406058528 6.5794324129819861 213.86543610936496 82.277777768904343 3.4723396375775328 767.97958064032719 89.571738351136446 101.71043834113516 10.703782830183625 34.347803136828588 122.40642063524865 135.72788052743999 4.5033314627362406 89.554563347250223 112.02438716369215 585.06925879209302 410.59068781111273 355.71407169383019 501.19163535561529 606.79970114812022
leaf_count=29903 404733 17933 3481 975 126 186 2072 89 888 296 48101 53 1338 570 10 3524 413 473 217 1248 3938 6083 116 425 1950 10397 4926 3659 4744 9100
internal_value=-3.10463e-06 0.00103752 0.002366 0.00422885 0.00505136 0.012427 0.000733685 -0.00183315 0.0164455 0.0221982 0.00321421 0.00217078 -0.0134834 -0.017679 -0.0710745 0.0198705 -0.010767 0.0279357 0.0128576 -0.0229682 0.0231926 -0.00276865 -0.0235316 0.0210043 -0.00209885 0.00102447 0.00638089 0.0149459 -0.00432241 -0.00517528
internal_weight=46513.4 14909.4 10192.5 7489.03 7156.69 1427.14 555.106 4716.86 229.654 210.623 5729.55 5312.65 332.338 194.095 22.2458 872.034 171.85 108.29 171.51 38.3996 133.11 4487.2 140.231 857.534 4346.97 2571.39 1379.52 766.305 613.216 1191.87
internal_count=561967 157234 79680 61747 59434 7326 3251 77554 6676 5788 52108 48627 2313 1179 196 4075 983 526 5492 1337 4155 70878 6199 3949 64679 34776 15279 8585 6694 19497
is_linear=0
shrinkage=0.05


Tree=461
num_leaves=31
num_cat=0
split_feature=17 39 16 23 42 32 16 33 22 36 26 43 45 46 31 30 45 23 34 40 8 39 25 34 29 24 38 26 9 15
split_gain=9.56396 25.1085 20.4785 25.2159 20.4348 24.713 21.1525 22.3757 19.7711 21.7686 31.0785 33.195 34.4685 32.8378 30.1553 31.5478 33.722 56.8027 33.0775 32.0176 30.5637 28.9168 39.0292 39.775 29.2312 29.1322 38.8232 41.3388 40.0276 39.8457
threshold=16.310857543659896 160.98309648426945 18.899420142426827 17.859241295536929 17.261259353115175 -0.020286009565990918 6.3439472686639151 86.115300309875607 4.8543232062470603 140.10498187744051 6.2701885942046616 6.7382724326740435 0.70649846988112863 0.1180302653872531 -0.61522904207182127 -0.54221131568381009 2.3500066869658256 9.0907526478808069 0.26417049859390856 0.35972543032042714 2.3750000000000004 156.42961265843249 4.7675214658469596 0.14452195945055235 13.624303241896849 33.297568176910538 4.6636217748166944 3.9004484131545811 1.655 4.7271054812130489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -2 10 14 12 13 -12 -10 18 20 -18 -16 -19 21 -17 25 24 -24 26 -23 29 -29 -28
right_child=8 4 3 -5 6 -7 7 -9 9 -11 11 -13 -14 -15 15 16 17 19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00097761135167780014 0.020405742838538455 -0.088532268499237829 -0.08517548603605965 0.037178168502216183 -0.0040252906492130982 0.038081008244585171 0.064186693870887476 0.012965961407271701 0.035454234780257755 7.6827700854264179e-05 -0.0013435573925181851 -0.010740654542720912 0.02925882189119865 0.039504138169416676 0.042441498936729188 -0.020305108105505204 -0.048072332301528693 0.058440702392372361 -0.042583745557343289 0.22207099463317248 -0.0032904991690098778 -0.015235574125351124 -0.062517139612341052 -0.060112690961680641 0.10107594021422561 0.11944816010035092 -0.0075101405193168658 0.012800800751885503 0.11993992165971641 0.13130395261489478
leaf_weight=2086.6109896291746 116.34580414136872 4.0146087519824496 14.407592242583634 5.9499893225729457 197.63503183657303 96.31220302300062 23.843124157749116 201.63990016188473 39.866264534182847 40618.88906196435 471.2282405946753 302.05543772131205 162.62208986026235 54.937732728198171 54.894164786761394 866.13088524263003 12.881499067822004 21.478633788065057 14.449711665627545 3.4728969600982955 853.4720733766444 115.1083007749985 4.2476312579819915 45.218291027413215 7.6455504535115324 5.6745348406257099 61.653459682303946 16.037753464072011 19.099998340243474 5.6427027847385025
leaf_count=12477 514 85 99 17 1213 712 64 811 283 498811 3124 1621 1031 280 1125 23626 171 277 290 13 4645 3251 264 2691 145 47 3575 322 133 250
internal_value=-2.83199e-06 0.00292559 0.00049072 -0.0494147 0.0127264 0.0330145 0.00791582 0.0183822 -0.000178406 -0.000233137 -0.00424562 0.0030792 0.00913964 0.00292141 -0.00762607 -0.00844115 -0.00956974 0.0371953 0.0247241 0.0812157 -0.0104544 -0.0157875 -0.00182949 -0.0387131 0.0426489 0.00760742 0.00469008 0.0270812 0.0710389 0.00412926
internal_weight=46503.5 2630.41 2106.97 20.3576 523.445 100.327 423.118 225.483 43873.1 43756.7 3137.82 990.844 688.788 526.166 2146.97 2107.11 2037.76 37.833 69.3439 24.9515 1999.93 1146.46 280.328 57.1115 11.8932 223.217 217.542 102.434 35.1378 67.2962
internal_count=561967 15478 12593 116 2885 797 2088 875 546489 545975 47164 6056 4435 3404 41108 40825 39410 461 1415 290 38949 34304 10678 3100 409 7578 7531 4280 455 3825
is_linear=0
shrinkage=0.05


Tree=462
num_leaves=31
num_cat=0
split_feature=18 23 49 23 47 27 12 23 35 14 14 36 24 22 0 13 14 42 26 15 31 33 30 7 47 8 26 30 37 49
split_gain=9.48512 19.5856 18.5819 18.1854 23.6114 20.0878 16.495 29.1836 24.2493 21.4607 21.8897 21.2579 20.7765 20.401 39.6462 22.5576 23.5759 22.8832 19.2497 26.0154 20.9794 18.3521 18.1592 17.6166 16.9415 25.8144 16.8613 16.7048 16.5891 23.2751
threshold=6.7406830484207756 19.37044276953154 0.035487136794798986 15.899037404365911 0.68604898458681995 8.3311140618961925 9.267100496722156 6.825826997973814 1.7440331843305847 11.297674780004053 10.248874124521512 44.94612026153299 1.9336430307918366 7.3163198070008049 8.5500000000000025 6.4323833311164273 8.3291207406724279 14.857917780619166 6.2181615072566139 4.1454696873836445 0.41211632117247154 54.258646658915517 3.7154894317501603 3.4650000000000003 0.27064283423486729 3.5150000000000001 4.1416099778263105 1.1425297974478574 0.1839707480776511 0.61803528403299057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 10 12 -8 -2 14 24 21 -17 -18 20 -20 -14 -16 23 -23 25 26 -13 -27 29 -10
right_child=6 -3 3 4 5 -7 11 8 28 -11 -12 13 18 -15 15 16 17 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.081824329254169798 0.0026027437280328105 -0.040653532570894803 0.0032240954270332349 -0.067465279413397694 0.039349991802930459 0.15279628813568766 -0.069306971938692674 -0.065142525404393595 -0.048618251791852002 -0.10195163428112747 0.097050615037157367 -0.060228363705383627 -0.072955449153286833 -0.00012516732308497666 -0.012235826058576156 0.0082878022272831042 -0.16995671247745148 -0.022530390582633356 0.016526507094668002 -0.099502754266704366 -0.024765410795086977 -0.12461564109383493 -0.046926542643590058 -0.33411449352785993 0.021934428323127263 -0.21093029880573502 0.039712330175803945 -0.034740721873354037 0.0085683267477387175 0.0066630993388637752
leaf_weight=7.6716534206643692 53.824442415265366 24.70303505146876 1737.8206593731302 3.8990429767873165 16.468866178300235 5.1136255110613993 11.073847298743202 13.805532254511489 34.224816405621823 8.5403972091153246 3.8529598992317906 6.3611632473766866 41.269279344938695 43748.748334480435 6.3555006273090831 46.20092319464311 3.8954592719674102 8.116124580614267 28.940073068719357 5.7990160658955565 49.884677571244538 3.1084737917408329 4.0435196300968528 1.4818013254553077 301.62211301922798 2.5477725733071557 12.539972200989721 2.8504111003130674 257.57016866616323 42.915584055357613
leaf_count=26 369 252 10602 48 90 17 207 141 424 81 11 47 527 544604 41 280 42 63 119 41 331 32 45 31 1277 27 33 17 1770 372
internal_value=-3.01916e-06 0.00356005 0.00417678 0.00383896 0.0457721 0.0662293 -0.000146155 -0.00882686 -0.000201947 -0.0244737 -0.0208691 -3.98796e-05 -0.0233972 -2.2505e-05 0.0112305 -0.0220211 -0.00793669 -0.070342 -0.0345132 -0.00284232 -0.0465831 -0.0767193 -0.124187 -0.192245 0.0186988 -0.0214639 0.00607736 -0.117897 0.0024766 -0.0178635
internal_weight=46495.2 1795.68 1770.97 1763.3 25.4815 21.5825 44699.6 540.627 348.516 192.111 183.57 44158.9 179.717 44147.9 399.123 73.2018 58.2125 12.0116 125.893 34.7391 91.154 14.9893 8.63379 4.59028 325.921 24.2993 18.9011 5.39818 334.711 77.1404
internal_count=561967 11035 10783 10757 155 107 550932 4186 2707 1479 1398 546746 1387 546539 1935 534 385 105 1018 160 858 149 108 63 1401 124 80 44 2566 796
is_linear=0
shrinkage=0.05


Tree=463
num_leaves=31
num_cat=0
split_feature=33 38 9 35 46 26 38 7 29 9 14 15 0 25 12 17 13 41 18 21 36 35 16 26 22 35 45 24 22 37
split_gain=9.26526 18.953 24.2654 27.868 22.0773 27.2052 19.1308 28.7612 23.7778 19.9547 19.6958 19.411 18.6268 18.373 18.3401 21.4909 26.6892 26.992 23.9295 29.4676 25.6072 37.1896 27.1171 65.6451 41.6163 40.526 46.5094 40.1622 36.9851 34.7911
threshold=66.445233641788036 4.017757478109794 1.0850000000000002 5.5347595838198957 0.060446297261305085 1.7970459219502852 3.7023086465480088 5.245000000000001 6.3170656717051097 1.7950000000000002 10.432091203902894 8.2085915624570784 5.7500000000000009 5.5477872937394892 13.958055987996898 20.805642497527273 6.1331608080442459 6.4478804365930076 5.9902716027384573 1.179345367054659 246.59920467122515 2.2740534733792432 7.614146801628757 5.5448295985085965 18.620711200697109 5.9594005516351123 1.6363026736217183 12.916426984873995 19.070175656926509 0.37660535365815045
decision_type=2 2 2 2 2 2 2 2 2 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 12 -4 -6 10 8 13 -10 -1 -12 -3 -8 -2 16 -16 -18 19 -17 21 -20 24 28 27 26 -26 -23 -24 -30
right_child=14 2 4 -5 5 -7 7 -9 9 -11 11 -13 -14 -15 15 18 17 -19 20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013445286460832418 -0.0055578134500298797 0.058078939290617096 0.0018225512411040095 -0.035957080646307017 -0.041200884784153485 0.020077302640877502 0.0065740336747100768 0.02925791211928512 -0.067001274411857895 -0.015501163756214185 -0.08135339117424488 0.059526403441950697 -0.0019484325570155972 -0.089640395886841459 -0.007375246743881389 -0.074086058445357719 0.004886194157012351 0.022286226331960646 -0.031254352574312839 0.018044331615112905 0.00026796046248615119 -5.8554782476116801e-05 -0.016968447966984969 -0.0017895030376641572 -0.011606612408519561 0.00022371418869598773 0.016600245076117719 0.024783986667280614 0.034965305877895557 -0.027177704856577709
leaf_weight=864.52817411971046 1530.5244785975665 55.369888645480387 1346.5347897979227 12.808183056535198 19.267143802077044 302.25143470120383 50.078534641419537 26.336600901093334 45.678334723168518 31.976142654253636 12.936121563368941 3.0149121810682109 16.858225417905487 5.5075049249862778 364.55096496321494 8.9895576513372344 1484.690883293224 262.25099615479121 114.46701411402319 251.38063459465047 32280.585035813812 1136.3161931309733 50.008403559215367 1450.31486536999 2700.6312323102902 1433.3043943658122 154.50144600617932 189.87757902150042 262.24557194113731 24.63898159423843
leaf_count=5529 11093 385 13694 121 412 2293 390 142 625 361 153 11 151 133 2399 244 9073 1903 1083 1483 387256 8289 303 11036 59453 38803 2246 901 1792 210
internal_value=-2.74375e-06 0.00278914 0.00596155 0.0320149 0.00463336 0.0164052 -0.00255817 -0.018487 -0.0279243 -0.0457948 0.000328744 -0.0547256 0.0440684 -0.00295896 -0.000181194 1.39515e-05 0.00493036 0.00749829 -0.000245201 0.0148634 -0.000344049 -0.00297247 -0.0025351 0.00282897 -0.00424256 -0.0066364 -0.0100802 0.00349827 0.0227114 0.0296282
internal_weight=46492.4 2793.15 1753.09 85.0363 1668.05 321.519 1040.06 159.577 133.241 77.6545 880.479 15.951 72.2281 55.586 43699.3 42168.8 2111.49 1746.94 40057.3 260.37 39796.9 7516.31 7401.84 1787.21 5614.63 4288.44 2855.13 1326.19 336.893 286.885
internal_count=561967 24400 17056 657 16399 2705 7344 1651 1509 986 5693 164 536 523 537567 526474 13375 10976 513099 1727 511372 124116 123033 13341 109692 100502 61699 9190 2305 2002
is_linear=0
shrinkage=0.05


Tree=464
num_leaves=31
num_cat=0
split_feature=37 38 46 45 34 7 33 27 0 46 39 0 13 47 43 43 22 7 31 38 25 47 25 23 45 42 40 23 39 31
split_gain=9.51009 28.9969 37.9167 25.7044 22.4913 29.8502 27.6409 22.451 22.0899 21.7856 23.3803 32.6655 29.4648 25.8389 26.8679 25.0471 32.5768 28.6912 28.5873 29.0023 25.1941 26.2498 25.9717 29.7956 28.684 26.0635 25.0248 25.113 27.3672 29.5173
threshold=0.2830849910998316 2.8999462287259861 0.055173802546974605 5.2908005714649811 0.32160566187688577 1.635 7592.3019548640486 18.48272769928229 14.950000000000001 0.082137878223890362 2099.5410020400323 7.6500000000000012 61.200462039107911 0.32854383604679932 9.0169080953004421 7.2312038244241643 87.228141279571446 1.135 0.32664804657211893 3.6011210936764484 13.779727123029502 1.3294548029569662 3.5501151443328323 16.686736476710021 -0.70104290747909104 18.619015667242113 0.32094938406144452 55.410754333539955 117.90662893141983 0.010932351192144422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -6 12 13 15 14 -12 17 -17 18 19 -11 22 -22 24 -24 25 -19 -25 28 -28 -30
right_child=3 -3 -4 -5 9 6 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 20 -20 -21 21 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=0.0034036292295206287 -0.0080820342021456233 -0.00024379013536986649 -0.032382922440500846 -0.013862178177057838 0.0034222377659425783 0.0078814016399894118 -0.037370233711107669 -0.043221634160059676 -0.01240066064110794 0.072630128502231925 0.083623773580751029 -0.047672890832961182 -0.031393172847064776 0.011502767430287818 -0.031827890115318495 0.00041586901832037801 0.029903176908174945 0.085246773329252984 -0.014283781490983589 -0.068925040912484831 -0.04326117092525536 -0.0048835054279913635 0.0085641529845836804 -0.034621022165545294 -0.015067832893616774 -0.016335466446423082 0.046651097283962398 0.02344611995038496 -0.033378637153400822 -0.003934150845107196
leaf_weight=137.17520625369798 405.34956346906256 36447.636479373701 160.75878483001725 268.72479466535151 2381.5666088153375 3259.6124302822864 35.924414522014558 22.358637462253682 140.0153659300413 31.638693606015295 25.70967824198306 19.649388654157519 94.982704015565105 150.46518557344098 6.2679052557796231 741.34371945995372 107.21061600872781 13.875268464442344 23.81139297329355 4.0857111254590555 93.592223268176895 85.042320750420913 492.41029606305528 76.244933761656284 657.50780057441443 11.588053194805978 21.893888228107244 72.184637118305545 109.44628866505809 382.87297969986685
leaf_count=1101 3383 490813 1533 1965 15673 21157 253 243 1024 253 49 163 1006 1061 70 3524 584 75 165 99 1432 603 2991 1113 6293 61 113 631 1673 2863
internal_value=-2.65214e-06 -0.00037078 -0.015906 0.00138682 0.00181969 0.00475482 0.0062596 0.00671763 0.00704607 -0.000203938 -0.0028844 0.0135803 -0.00398628 0.0201774 0.0609942 -0.00309623 0.00414144 -0.00605431 0.0281545 0.0564408 -0.00706423 -0.0249908 -0.00532197 -0.000751675 -0.0130513 0.0390179 -0.00767427 -0.00417059 -0.00804739 -0.0104799
internal_weight=46480.9 36745.6 297.934 9735.38 9466.65 3863.26 3457.91 3421.99 3399.63 5603.39 3221.82 202.092 3019.73 182.443 31.9776 2924.75 848.554 2076.19 59.5358 35.7244 2016.66 178.635 1838.02 1155.05 682.971 25.4633 662.643 586.398 514.213 492.319
internal_count=561967 493447 2634 68520 66555 26060 22677 22424 22181 40495 24822 1343 23479 1180 119 22473 4108 18365 517 352 17848 2035 15813 9384 6429 136 6393 5280 4649 4536
is_linear=0
shrinkage=0.05


Tree=465
num_leaves=31
num_cat=0
split_feature=33 12 42 49 8 36 35 15 39 43 22 45 17 26 13 33 7 29 13 31 47 27 46 34 23 25 17 33 15 30
split_gain=9.52101 32.2773 30.1483 47.3007 49.2946 36.6318 38.3935 33.6474 33.8398 60.1195 57.5545 28.3687 30.6563 35.145 28.6441 31.1513 27.6837 29.0565 27.5425 26.6276 27.9672 26.4309 26.0424 33.1488 26.345 25.5069 24.0768 27.9435 26.8396 26.3747
threshold=285.54895922698921 76.672443419588703 11.815884039875927 0.61803528403299057 1.4650000000000001 1703.1955810439206 1.9420470276724182 4.5265959852841862 141.50328779547706 1.3698996900687856 40.698395109369649 0.38003186028746933 61.682659373982055 17.188171244277232 46.958738062450998 297.23487224455693 5.0550000000000006 13.831665562010288 7.2563259387431458 0.78085680248357259 0.57525751693953719 8.6999317232830471 0.024012161724026135 0.16009172576110367 12.460699655623868 7.2774090607166135 89.147466198274216 1522.2961553882872 21.084282740085534 3.4725699960178065
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 22 9 -9 21 12 14 16 15 -4 17 -14 -10 -5 -21 -11 24 25 -8 -24 27 -3 -29 -28
right_child=1 26 11 4 -6 -7 7 8 18 10 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.0005847837538884655 0.084145793898340426 0.0075843666744827773 -0.038279466657694314 0.032923414214168827 0.0052328947600502936 0.0070422168774047153 -0.013583604564827914 -0.041612021891655478 0.070830646078209658 -0.088109764245147285 0.21543450074527876 0.00087516825749309733 -0.01697744312766605 0.002187188207179809 -0.049741319907407613 -0.0005890461874408677 -0.0024310903954614144 -0.039292614694813266 -0.0076728904076183218 0.21984045595172419 0.063748760141606811 0.10215284503463068 0.0055050274710053033 -0.035986107958447804 -0.051367061545785145 -0.055103686270119037 -0.0014888972129090822 -0.0053728182421908677 -0.085715665837213101 0.0055975365566501697
leaf_weight=27770.014230769913 10.476882070070131 1898.1333584572712 57.309888149728067 112.81720063072862 368.34506765613332 469.48495246551465 84.022414550126996 9.2042888603173214 11.875790365738792 3.1814643872203288 7.774915233720094 991.7227297340869 870.70036920567509 288.53547321725637 32.497940452361945 1262.8189876671531 258.07871849089861 175.23403704393422 188.77144213730935 3.8560335696674874 11.218254128471015 4.2822568360716105 195.18504429794848 90.427574638277292 102.31540969887283 19.053718661074527 9300.3408186651795 335.44911268469878 10.727335774339734 1528.8657322485233
leaf_count=314859 62 21158 578 2770 2369 3576 1227 89 62 50 34 7015 9106 1575 304 9069 1617 2054 2506 26 73 8 3067 1210 2653 337 158385 3033 109 12986
internal_value=-2.53888e-06 -0.000874603 -0.00404008 0.00154099 0.0145187 -0.00384337 -0.0108773 -0.0122675 0.00374006 0.0592852 0.120228 -0.00643913 -0.00890206 -0.0136034 -0.00336689 -0.00222528 -0.0170973 -0.0207161 -0.00302647 0.041263 0.103677 0.0210521 -0.0196058 -0.0106003 -0.03433 0.00011468 0.000488389 0.00520175 -0.00786249 -0.000488436
internal_weight=46472.7 18702.7 5629.19 1692.29 496.237 1196.06 726.571 716.094 225.09 24.4429 15.2386 3936.9 2945.18 1592.55 1352.63 1320.13 1304.01 1045.93 200.647 127.891 15.0743 7.46372 491.004 304.666 186.338 214.239 13073.5 2244.31 346.176 10829.2
internal_count=561967 247108 51437 20119 5238 14881 11305 11243 2749 181 92 31318 24303 14352 9951 9647 12777 11160 2568 2869 99 58 8494 4614 3880 3404 195671 24300 3142 171371
is_linear=0
shrinkage=0.05


Tree=466
num_leaves=31
num_cat=0
split_feature=22 39 23 31 31 20 23 12 25 26 12 22 23 13 17 23 38 33 28 40 32 35 19 49 31 8 49 43 13 13
split_gain=9.34237 27.2644 21.4467 20.9513 24.402 25.6369 21.2123 20.1156 19.455 24.0247 19.3851 19.4884 17.5514 17.3123 22.9103 17.206 22.3257 21.7901 24.5428 25.7234 27.3364 27.1998 24.2161 22.6983 22.6007 19.2422 18.2246 19.9076 21.652 41.0624
threshold=834.49849046153543 16477.62788763853 144.69897477169351 0.28736589073141844 0.235961411688037 1.0049442202249235 11.446284927059809 69.818850016365701 62.243174426672702 24.724076470261334 924.97258420732817 571.27649296120524 10.27917028505836 107.26985765056692 1306.0588886245828 42.976389726849128 10.227700571053999 150.40114821889389 0.19134157272315427 0.18654753106211244 0.2481328703382483 7.122803136323264 52.246540725337589 0.62470146653674641 -0.2216864564603411 1.7950000000000002 0.32040895144113474 1.0644738588779574 27.130155276741895 28.015532836741276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 8 4 5 7 12 -3 -1 -10 11 13 -7 -4 -15 25 17 23 -19 22 -21 -22 -20 -17 -24 26 -2 -28 -29 -30
right_child=1 3 10 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 19 20 21 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=6.378511094824297e-05 -0.062298837383914091 -0.37952426463238764 0.01906995118835271 -0.0047891761433004488 0.049450855114986453 0.028951417185347661 0.0047605782313659304 -0.061697902113833851 -0.07085337583825127 -0.0071844986581944513 0.042216387325773132 -0.024540053217715563 0.14244704096115993 -0.019946949522501704 0.048476634529881359 0.040063698719855399 -0.00087846649482957592 0.060327238601956372 -0.063994301144878321 0.023052287398727722 -0.055022639152513431 0.026483702490015661 0.075355922841391254 -0.07411031065249879 -0.032209055984076133 0.010552696901706855 -0.053934972689589258 -0.015241746680445534 0.31451191993270733 0.033692520248735043
leaf_weight=44531.014764681953 19.808162553119473 0.7129914578981692 228.61966975557152 522.62004570150748 36.81185842724517 11.093284807167949 305.81337629561312 1.6498333048075435 21.109679689427139 49.699639042839408 45.951534490624908 41.396841432841029 4.9159083226695648 67.87401829106966 14.923568145488387 20.768457452009901 119.99873956432566 6.9905189162527668 87.998739683331223 32.107487232773565 41.610235957428813 13.575218284502624 5.5167704290361135 5.5074676164658731 42.533970997959841 133.66643618536182 15.474058100022374 24.102477169828489 1.455024191061965 12.358257396088446
leaf_count=540057 1514 13 1568 3420 172 52 2576 47 903 328 216 476 23 595 46 204 2043 174 2973 235 479 53 103 94 756 916 883 648 23 377
internal_value=-2.65528e-06 -0.00392914 0.000125354 0.00160968 0.0108734 0.00649284 0.00769763 -0.157603 2.21439e-05 -0.0261655 0.0116694 0.00769088 0.0638023 0.0119754 -0.00761417 -0.0123172 -0.0186807 -0.0270056 -0.0319268 -0.0348143 -0.0136303 -0.0349727 -0.0484065 0.0161327 -0.0198594 -0.000732062 -0.0213391 -0.00614262 0.0133622 0.0632727
internal_weight=46467.7 1467.09 45000.6 883.617 360.997 324.185 321.823 2.36282 44601.8 70.8093 398.766 352.814 16.0092 311.417 82.7976 583.472 376.608 256.609 230.333 223.342 87.2929 55.1855 136.049 26.2759 48.0507 206.864 73.198 53.3898 37.9158 13.8133
internal_count=561967 17778 544189 6303 2883 2711 2651 60 541288 1231 2901 2685 75 2209 641 11475 7114 5071 4773 4599 767 532 3832 298 859 4361 3445 1931 1048 400
is_linear=0
shrinkage=0.05


Tree=467
num_leaves=31
num_cat=0
split_feature=0 45 36 17 0 19 22 26 20 0 31 38 37 16 35 33 13 26 22 30 22 26 23 29 25 16 14 8 0 39
split_gain=9.18304 10.4807 9.23712 34.6574 34.3643 54.7343 49.6369 46.9027 52.4739 36.196 30.9707 29.5526 39.8057 34.637 38.4788 42.5626 42.425 35.3263 42.4704 35.4284 31.7906 33.4703 31.3138 35.7647 55.2561 31.1762 30.532 29.4935 35.3533 37.1736
threshold=28.550000000000004 1.6983229982172487 403.00410534731083 98.28596201452963 8.2500000000000018 14.453284424279291 36.038224910863256 5.5875912002043053 4.8194111176839751 5.0500000000000007 1.5840396685005385 5.4445857938650848 0.14868897192190342 6.0183233210569878 3.1434135850622074 1085.8692841074546 30.569801941731807 5.4161645218002201 19.501324733895974 0.2658338818352951 35.545493588033018 6.4330293487106411 34.039129162558844 29.618370264700911 9.4818971343672516 8.8486637921844373 7.2313840401053566 1.5250000000000001 4.0500000000000007 537.90370166368746
decision_type=2 2 2 2 2 2 2 2 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 11 6 10 7 8 -5 -10 -6 13 22 20 -15 16 17 18 19 -16 21 -1 -13 -24 26 -19 -25 28 29 -8
right_child=1 -3 -4 4 5 -7 27 -9 9 -11 -12 12 -14 14 15 -17 -18 25 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028602911870358625 -0.011592641381036099 -0.11561857535637864 0.00065875453302170284 0.0068114140666172066 -0.04369062498759152 -0.005318344252440905 -0.017350119485437535 0.010693498114929811 -0.028358194607100262 -0.0023773032402071965 0.0063449023415879449 -0.0074260068748038897 0.0081045825211693446 -0.0046599683723155842 -0.03441554778772369 -0.026843434155715669 -0.0074578371158688988 -0.00035859918108159246 0.023720977300250148 0.010296356734327727 -0.008103339593787999 0.0076436730539930125 0.0091095841484974283 -0.056430300124632515 0.443611763962866 0.010236919934181946 0.12359651485095169 -0.0042592631655668086 -0.03000089656069729 0.017979497273354999
leaf_weight=3759.947290055803 7.3822145489975792 3.6030701547861099 25088.401516379759 541.55504589161137 181.42369283208973 516.48751639778493 229.22217981665744 1046.5277479276992 265.77811589832709 270.49542436690535 37.282130074221641 749.64354415144771 2330.2239504689351 1496.5318764142285 60.949697056785226 104.54242787323892 550.9629153557471 1434.695019010047 585.2180661350576 162.22537408862263 2129.5510414623132 950.01070229546167 39.842273818765534 3.2684869846270876 1.1022337154718105 1345.2014040118083 8.4283037371351366 2178.2847931229917 274.69460244380753 110.27477290428942
leaf_count=34275 39 31 279019 7118 3517 4311 19726 4960 3811 2246 168 18437 32395 9555 409 744 5149 11051 4759 727 49049 4533 1299 320 19 7550 240 29735 22272 4503
internal_value=-2.69552e-06 -0.0457122 8.11399e-06 -0.00075594 -0.00411364 -0.014196 -0.00260606 0.00315378 -0.00416697 -0.0152535 -0.0351612 0.000451887 0.00479737 -0.000630184 0.00223364 0.0046646 0.00546038 0.00744391 0.0166437 -0.00191458 -0.00303376 -0.000741614 -0.00480837 0.0324684 0.105182 0.00476861 0.0732908 -0.00698782 -0.0166649 -0.00587442
internal_weight=46463.8 10.9853 46452.8 21364.4 5652.03 735.193 4916.83 2124.36 1077.83 536.274 218.706 15712.3 3132.51 12579.8 5740.33 4243.79 4139.25 3588.29 808.393 223.175 6839.51 4709.96 802.285 52.6413 12.799 2779.9 11.6968 2792.48 614.192 339.497
internal_count=561967 70 561897 282878 102367 7996 94371 18135 13175 6057 3685 180511 52710 127801 39944 30389 29645 24496 5895 1136 87857 38808 20315 1878 579 18601 560 76236 46501 24229
is_linear=0
shrinkage=0.05


Tree=468
num_leaves=31
num_cat=0
split_feature=34 46 38 33 32 7 31 39 13 7 28 38 18 25 14 30 47 12 22 8 0 34 49 32 18 23 20 20 49 7
split_gain=9.2315 20.5581 26.8347 28.0677 23.8301 22.5304 30.9413 44.3727 33.9758 23.059 29.1636 36.7591 24.1764 44.5876 30.0898 28.4091 33.2824 28.8109 24.2963 26.6598 22.5279 22.2835 23.8777 22.9402 31.6038 28.3664 37.2022 22.4272 22.4972 22.1966
threshold=0.21309250269354713 0.045742503926921377 3.8540723378811532 745.61771642063206 2.6158735080272346 2.2150000000000003 0.14151004456879787 1436.4962847856539 5.6480318532547065 2.6250000000000004 0.1793091419511226 6.5459079736467078 31.91505842523636 2.5619292859388558 11.297674780004053 3.8000001587801528 0.99595209900562998 28.859938222328264 96.737022678898043 2.0150000000000001 19.250000000000004 0.10666988881893739 0.55885752684721424 0.1343359034118862 14.865117591641022 30.576937965874702 5.8391351771051889 8.0179596252610761 0.058976623120304973 1.8950000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 -8 10 11 -7 -12 14 18 17 -17 -15 19 -14 -6 22 -5 24 -23 27 -27 28 -25 -4
right_child=-2 2 3 21 20 9 8 -9 -10 -11 12 -13 13 15 -16 16 -18 -19 -20 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00023108464221132568 -0.00077704956942050698 -0.0031941608683586733 -0.010409673666757345 -0.0042495671922496382 -0.0031530310266785024 0.060869451200682413 -0.048211198586937377 0.050013329687371599 0.0094193839595015719 0.007072640319240992 0.0071618741018363175 0.37059263099827922 0.12111497129262234 -0.092055633883145888 -0.015041945900339127 0.20708234035918804 -0.025767790069402143 0.015606952466089972 -0.054501766809420121 0.052401651865833648 -0.07163392460325449 0.04020597909267129 0.024581395842792012 0.13716383993224915 -0.049654377881023483 -0.0352672421938564 0.01759672835912517 -0.046398637426085305 -0.011506585790269922 -0.042670242365486
leaf_weight=18479.754679783407 21049.379455365503 1408.1125336310797 173.14108300054795 210.33036335214274 432.55928050781949 3.9671319809422121 26.911309460643679 24.61430086789187 514.75180577507126 2929.8604440094641 292.76613298256416 1.2629623211687429 25.642993258137722 6.4387765179853877 10.801399624033364 4.0197910997085264 2.4822745120618492 177.9463682455098 3.3892511019075746 31.403087594546378 12.352365197031757 11.477396499831228 109.04799729248043 2.6136045712046316 66.340398305823328 42.395637825306039 154.7900334027363 59.621523942681961 96.382287281041499 77.04500184878998
leaf_count=291748 184204 14440 7503 2360 3841 209 364 199 7544 32121 4341 21 348 127 274 31 38 2843 223 106 97 57 828 18 1048 755 1203 531 897 3648
internal_value=-2.79578e-06 0.000639037 0.00296522 0.00454089 0.00596227 0.00710043 -0.000376758 -0.0140423 0.00655614 0.00884968 0.0181449 0.135661 0.0170373 0.0280671 0.0618239 0.0154696 0.118188 0.0118473 0.0755618 0.0832892 -0.00505431 -0.00442785 0.00559443 -0.0118096 -0.0364008 -0.0064313 0.00623078 -0.0221722 -0.00758152 -0.0203443
internal_weight=46441.6 25392.2 6912.47 5504.36 4751.36 4306.44 816.464 274.8 541.663 3489.98 560.12 5.23009 554.89 262.124 71.2367 190.887 6.50207 184.385 60.4353 57.0461 444.912 752.999 319.378 433.621 77.8178 355.803 197.186 158.617 98.9959 250.186
internal_count=561967 377763 86015 71575 63878 59940 19258 11350 7908 40682 8561 230 8331 3990 951 3039 69 2970 677 454 3938 7697 3188 4509 1105 3404 1958 1446 915 11151
is_linear=0
shrinkage=0.05


Tree=469
num_leaves=31
num_cat=0
split_feature=33 39 23 8 25 18 29 26 26 30 14 14 31 36 22 28 9 24 39 45 26 30 35 17 16 14 33 47 13 47
split_gain=9.4858 22.4401 37.0092 30.4347 24.0859 22.0774 22.6977 26.387 33.4093 23.5158 24.1052 23.4945 25.4742 25.4589 23.2908 29.9687 22.5615 28.4335 22.2263 29.6472 21.7527 21.6234 20.8182 35.7598 31.8682 28.3748 38.5152 32.5237 30.6462 27.893
threshold=103.0017417686023 88.690674720063853 8.2207748857906413 1.9550000000000003 10.515911840359101 46.135853753281644 5.2276215583502061 2.2157589835334384 0.84735869970075195 1.208181079280459 3.690467169580995 5.9602731839289627 1.1805990512224249 78.541277767442196 20.448515428355467 5.0083431607721014 1.4350000000000003 9.0444667593125576 128.14488194037236 0.41068562014088333 1.7693537877337964 -0.58786864507660408 4.5075581432931484 185.93472703555088 3.3391624473165744 2.7858605376026371 66.445233641788036 1.199079203451543 17.175681020882667 1.2893172145776794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 8 -8 10 -3 12 13 -9 -15 16 -16 -18 19 -11 -4 -5 24 25 -22 28 -27 -28 -24 -29
right_child=-2 2 20 21 -6 -7 7 11 -10 18 -12 -13 -14 14 15 -17 17 -19 -20 -21 22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0016090972177563046 -0.00032281717533243453 -0.07797507073650442 -0.027489258303693805 0.075002917075096057 -0.069269908499180771 0.069020097730136329 0.046749089022810469 -0.031664599603331831 -0.036302194709435992 0.11168354162067469 0.030200024708745089 -0.01112723985992241 -0.072707441463475658 0.053902908550581399 0.042824817671861123 0.16156294062703858 -0.030259825288894638 0.055993854165922952 0.021804030241693723 -0.0029559336581246949 -0.01226494801707167 0.004677226881307805 -0.013675435839960969 -0.0088286412800209092 0.0021360101824457675 0.062293371777625554 -0.0022649405824570318 0.07354645039718305 0.060086548255084499 0.020724085800826374
leaf_weight=3208.0301260816923 38685.306366333301 6.3076015427941448 65.749001479285653 11.0699460869655 7.1534631731919935 24.811205571168102 16.343513005005661 14.743334083119406 46.738562486774754 27.056279585813172 28.057423955673585 45.567897556000389 6.0317566357552996 95.023147625848651 36.368076042155735 3.5188181328121564 38.261798560037278 12.734772416064514 20.36703862901777 7.1248045364627606 485.07863343934878 866.93236405192874 123.49828395614168 222.62632152170409 1846.5574133259652 49.166422931477427 159.83414465383976 27.936704494175501 15.893824962549841 237.09805251841317
leaf_count=26779 484366 242 3684 32 241 180 153 217 1617 188 378 580 63 441 353 16 705 91 249 91 7112 4615 2235 2596 17001 614 4136 293 162 2537
internal_value=-2.85905e-06 0.00159309 0.003852 0.0109271 0.0217221 0.0232391 0.0204293 0.014138 -0.014785 0.0427413 0.0103448 0.021371 0.028536 0.0315795 0.0365951 0.0184989 0.0127366 -0.00872071 0.0631509 0.0877878 0.000976375 0.0055639 0.00156721 0.00833635 -0.000859996 0.0145659 0.0203972 0.015549 -0.00526492 0.026292
internal_weight=46441 7755.68 4547.65 1314.21 436.209 429.056 404.245 315.332 63.0821 88.9131 34.365 252.25 206.682 200.65 185.907 90.8835 87.3646 50.9966 54.5481 34.1811 3233.44 878.002 3167.69 836.054 2331.64 613.427 474.035 424.869 139.392 265.035
internal_count=561967 77601 50822 10452 5805 5564 5384 4236 1770 1148 620 2466 1886 1823 1606 1165 1149 796 528 279 40370 4647 36686 12573 24113 9977 7580 6966 2397 2830
is_linear=0
shrinkage=0.05


Tree=470
num_leaves=31
num_cat=0
split_feature=37 38 45 31 46 42 0 47 43 29 12 23 22 8 19 45 43 41 34 45 35 29 21 9 34 36 22 41 27 7
split_gain=9.41253 32.087 25.7715 24.6065 41.194 38.1457 37.1713 37.9685 30.5224 28.7389 25.6879 26.6861 25.3324 27.9505 30.9859 27.898 37.358 27.7257 23.9004 24.7114 23.5968 22.69 31.3591 29.5326 22.9303 22.3291 27.1588 21.9085 21.6324 23.1553
threshold=0.32129380006411362 3.5693404412497887 5.2908005714649811 0.1750580720360885 0.064483320612539793 19.226952080570012 4.4500000000000011 3.8359990012464831 2.610754510513988 24.581916683678042 50.707963105878981 5.8288984857090949 26.010031343636882 2.0550000000000002 55.242859480524999 -0.29452629971040539 6.7382724326740435 3.9167140070634763 0.37542133961880769 1.0264006050296193 4.5900294669575166 15.184697260957909 29.668749210236872 1.0550000000000004 0.27541832978719855 682.54145284797085 31.548913823538872 4.2970149510693618 0.99889866608185895 4.495000000000001
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 3 18 4 9 21 7 8 -7 -1 11 -10 17 -14 15 16 -15 -6 -2 28 -13 -5 23 -23 -25 26 -4 -19 -20 -30
right_child=2 -3 25 5 12 6 -8 -9 10 -11 -12 20 13 14 -16 -17 -18 27 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.013737810613868646 0.0054414167025003939 2.8313794551810181e-05 -0.012658583381558276 -0.022225918718316789 -0.060700504136572055 0.05669516374319216 0.0091452419095469761 -0.096198936656473291 0.013245961930625964 -0.039827183665318705 0.0079469373499905568 -0.049712251910534411 -0.039242280511055092 0.15903455911251446 -0.062131123535215542 0.0099244447789683093 -0.013311219354804379 0.048653627162405615 0.0072208847619821791 0.0099449292533172577 -0.0055777027447381057 0.08866617383113648 -0.15662445686156884 0.0019251355361489639 -0.0633402744195391 -0.0039987243293271362 -0.072758383144444785 -0.044662834053641243 -0.0065520414498267858 0.0032282796088834035
leaf_weight=410.49196677768487 3152.7092187221278 37013.469016680428 48.170359745621681 595.09171605115989 51.034721751813777 15.835899210069327 376.27448750520125 13.625884957611559 35.030178696848452 26.667519269394688 83.683352272491902 94.583417087094858 38.20517552428646 7.8200318682938796 12.355690589640288 67.22770084370859 5.2587101198732853 12.974034385057168 545.23584408400347 503.58981585502625 44.550713619217277 9.0937685087556002 3.2162295794114462 151.60192440776154 14.769202696974387 171.97382404468954 30.827716483734548 12.208391289925201 2030.2053310357733 862.18866932741366
leaf_count=5433 20671 491494 315 6510 467 46 1668 106 130 447 393 679 1284 31 130 475 33 75 3738 2927 207 45 33 1315 153 1265 266 108 16670 4853
internal_value=-2.84526e-06 -0.000311384 0.00163943 -0.00635163 0.00176832 -0.00999111 -0.00119543 -0.0147381 -0.0106824 0.0104702 -0.0148204 -0.0257598 -0.0166016 -0.0032558 0.0115816 0.0229229 0.0897376 -0.0395168 0.00219651 -0.000399205 -0.0355804 -0.0175342 -0.00190877 0.000927129 -0.00386865 -0.0141068 -0.0361116 0.00341399 -0.00191455 -0.00363664
internal_weight=46440 39095.1 7344.9 2081.6 644.244 1437.36 663.584 287.309 273.684 437.159 257.848 174.164 207.084 130.867 92.6621 80.3064 13.0787 76.2171 7093.93 3941.22 139.134 773.773 178.681 175.465 166.371 250.972 78.9981 25.1824 3437.63 2892.39
internal_count=561967 511262 50705 19768 8483 11285 3229 1561 1455 5880 1409 1016 2603 1953 669 539 64 650 48859 28188 886 8056 1546 1513 1468 1846 581 183 25261 21523
is_linear=0
shrinkage=0.05


Tree=471
num_leaves=31
num_cat=0
split_feature=24 22 43 0 21 19 25 13 37 8 22 46 31 42 24 26 8 40 20 7 26 18 33 18 49 41 40 14 8 31
split_gain=9.19417 24.9531 26.1951 40.8508 44.4228 50.6334 34.9436 52.4267 37.7189 32.6479 29.7601 28.4217 29.1729 26.1528 25.1529 24.6604 24.4518 35.7748 24.2566 34.8095 28.6032 30.091 33.4049 26.0035 25.6966 23.7013 54.7528 36.1081 35.6925 29.171
threshold=17.074406502585166 197.99599950643375 3.7154214606686096 6.5500000000000007 10.432304320506043 31.105821985006873 6.2700114723958 7.9839729728224453 0.036757750321335964 1.8050000000000004 163.4579821448269 0.01563789586374564 0.48353532750284484 10.222317637517294 22.967120143060161 3.2961726014484629 2.0350000000000006 0.34119660264157786 15.280186821231675 1.9350000000000003 9.0810902916463228 18.165734583885577 218.25438870102633 104.06333492663454 0.90188761464408218 12.103816146280696 0.14082785826582819 2.9801778010456297 2.7350000000000008 1.5213753260906597
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 15 18 12 14 -4 -5 -2 17 -6 20 -20 21 -8 24 -24 -23 26 29 28 -28 -3
right_child=1 25 13 4 16 -7 10 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00040720113924496489 -0.066804965145579362 -0.022283854415570875 -0.060359372617857843 0.058828388678958822 0.034219369945019291 0.0026850287416415519 -0.032275143763147489 0.047793263852526635 -0.0027751836022304821 0.01218257709077681 -0.0071607606833840797 -0.03024296872328458 -0.041446281799656065 -0.00035783515625726969 -0.02565681814144204 0.082400555544884763 0.0025189456088376967 -0.071568407663511913 -0.051038659999777719 0.0075451483931189209 0.023140617513838377 0.021865322712586732 0.0047602216369368689 -0.055517915304551448 0.090970170580744539 0.0042297149754672086 -0.12996870969584481 0.00077942879554309156 -0.012026502839175206 0.0035008053033542931
leaf_weight=34895.158663966788 2.9902173739392301 546.14526053069858 18.257573645270895 27.520359946065582 114.79088063142262 349.41131438012235 41.605146059533581 38.067668036324903 1177.6516919220157 54.871848614886403 184.74616213346599 302.62974323847448 20.482266494538635 3423.008739805955 12.957927275216205 37.484406560542993 631.77871113433503 8.5898734298534674 26.77726064750459 477.75074741625576 834.02560784039088 219.18521648950991 288.10816039444762 19.076393617608119 14.331963935401289 925.30227468110388 10.431111954676455 1576.6274897495459 16.660024507902563 137.25767394260038
leaf_count=444423 140 17439 437 171 478 2954 651 232 15161 294 2332 3863 137 28837 163 202 3527 94 391 3571 3880 2320 3849 392 73 8457 168 16508 124 699
internal_value=-2.6231e-06 0.00122091 0.0026652 0.00501913 -0.00195613 -0.0109069 0.00801643 0.00160834 -0.00119174 0.0373108 0.0120065 -0.0239688 0.0071785 -0.000676172 0.0317829 0.0713774 0.00649495 0.0268543 0.0138499 0.00443588 0.0172034 0.00869971 0.0118526 0.0010169 0.0261066 -0.00252244 -0.00525417 -0.000204033 -0.0574387 -0.0171051
internal_weight=46433.7 11538.5 8326.1 4884.83 1468.16 713.002 3416.67 1311.07 1215.72 95.3465 2105.61 363.59 60.9606 3441.27 40.4783 40.4746 755.159 123.381 1920.86 504.528 1416.33 582.307 540.702 307.185 233.517 3212.42 2287.12 1603.72 27.0911 683.403
internal_count=561967 117544 74149 44875 11387 7288 33488 16029 15393 636 17459 4334 471 29274 334 342 4099 572 15127 3962 11165 7285 6634 4241 2393 43395 34938 16800 292 18138
is_linear=0
shrinkage=0.05


Tree=472
num_leaves=31
num_cat=0
split_feature=33 22 36 37 49 23 34 47 20 12 12 31 25 19 32 14 16 25 13 47 45 13 32 19 34 33 14 21 31 42
split_gain=9.29826 36.412 26.5491 27.4897 39.0294 31.0807 27.0809 44.4515 30.0306 26.6246 26.5949 25.6373 25.3394 28.5624 32.6535 25.2074 25.1377 24.0538 23.8177 23.5142 36.6163 32.6966 29.0296 27.2529 26.124 25.4057 41.4169 23.8564 23.0436 22.6231
threshold=4995.0427430512873 41.697523627736338 6961.7042804454886 0.049148299833748209 0.71231448780069884 4.4885101554087115 0.04705634519227344 0.45448513740038093 1.2929742719307851 46.584517728720705 51.214681702006729 0.47506286576158346 1.0153157777054196 14.087101383204343 1.8538405146638695 3.9070962659315147 7.5298398998473681 3.7642154218414325 9.0793744925899542 0.38969177706380548 -0.54416884128456322 10.51498049395477 0.97481458677864985 6.177013167154124 0.054638961776629864 1209.2520221945563 33.406594737472311 3.6599093077543308 -0.1277431308557179 4.8725272277153211
decision_type=2 2 2 2 2 2 2 2 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 16 3 4 5 -1 7 -5 -9 28 17 12 15 14 -14 29 18 -11 -2 24 21 22 23 -21 -12 26 -22 -26 -7 -3
right_child=1 11 -4 6 -6 9 -8 8 -10 10 19 -13 13 -15 -16 -17 -18 -19 -20 20 25 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.022440758015863618 -0.045565367397951868 -0.012183732991697185 0.0065484667307439699 -0.022013045802646986 -0.062036118645109009 0.023511401198028296 -7.3763915292362835e-05 -0.069484206789240166 0.031616813053210353 0.076938337581396093 -0.066059282580611847 -0.0081481659147955941 -0.019387204825449068 0.0078054599289074716 0.059296736160936739 -0.024196312206365887 -0.041736397839486017 -0.070856306970852642 0.0047413107601388151 -0.075089300134575931 -0.036262523686860469 -0.055484459642569574 -0.057082706575487745 0.087293910517324214 0.1102712884865404 0.040723236777263444 0.37698980960222495 -0.037280121013142646 -0.060848809487532567 0.10536367171602581
leaf_weight=65.441446924116462 31.321643029223196 5.3956341437297004 1560.1804993986152 58.398736063827528 37.742467273259535 9.7761148696299625 42415.833132875356 7.6427165780914939 188.57432604336645 15.000077795877589 4.4768206377048072 693.0877069508424 183.49911551008699 694.98882197204512 14.206324940663761 8.4936263558920455 96.082182581536472 3.3718365977983913 94.558521409984678 3.2750477369409081 24.563480648619592 72.651057430251967 9.7455630677286518 12.243380907806566 10.646276834449962 32.766130441741552 0.62164250900968809 3.688523747958242 47.072853956604376 16.957672756456304
leaf_count=468 266 126 12060 1443 708 145 520986 462 2382 79 265 4301 4395 6740 208 242 590 48 600 140 803 2578 195 66 146 734 5 55 598 133
internal_value=-2.49193e-06 -0.00348709 0.00014121 -9.11393e-05 -0.0139851 -0.00823401 2.38286e-05 0.0162815 0.0276789 -0.0162669 -0.00741049 -0.000879833 0.00457482 0.00303526 -0.0137333 0.0491287 -0.0224767 0.0498133 -0.00777605 -0.0134291 -0.0198022 -0.0384461 0.0105505 0.0530242 0.0393764 0.0116988 -0.0260622 0.0723045 -0.0463417 0.0769901
internal_weight=46422.3 1838.59 44583.7 43023.5 353.083 315.34 42670.4 254.616 196.217 249.899 193.05 1616.63 923.541 892.694 197.705 30.8469 221.962 18.3719 125.88 174.678 155.866 97.915 25.264 15.5184 18.8116 57.9513 25.1851 14.3348 56.849 22.3533
internal_count=561967 17601 544366 532306 7033 6325 525273 4287 2844 5857 5114 16145 11844 11343 4603 501 1456 127 866 4987 4521 2979 401 206 466 1542 808 201 743 259
is_linear=0
shrinkage=0.05


Tree=473
num_leaves=31
num_cat=0
split_feature=1 7 49 34 33 15 7 41 21 8 45 46 47 9 32 32 15 19 39 47 24 8 21 18 15 9 41 26 23 8
split_gain=9.26922 10.3992 10.7066 10.186 21.5141 27.6687 46.1141 37.1022 37.6165 35.5153 26.2465 31.1488 25.7711 27.4638 38.8171 36.9353 28.623 31.4556 37.4142 28.1306 27.9832 27.7445 32.873 29.3396 27.5816 26.0184 25.558 24.5249 42.6547 38.2066
threshold=3.5000000000000004 3.1650000000000005 0.55298937260114811 0.21309250269354713 78.475125779159072 1.8401872681564613 6.6950000000000012 3.836641291836195 2.5381684975074088 0.96500000000000008 -0.63420074987977826 0.077245999600264251 0.57525751693953719 1.3350000000000002 0.035146230421523282 0.18992904948294048 2.448194249514732 18.519988946587684 157.92615947784739 0.38969177706380548 1.4114728758070674 1.3050000000000004 3.0717330142221067 31.483257139359008 2.0798561403726645 1.0250000000000001 3.9424463449687557 5.2194890231710378 10.975783432693069 1.5650000000000002
decision_type=2 2 2 2 2 2 2 2 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 7 -6 10 26 -9 -12 13 16 -15 20 19 25 -19 -7 -16 -17 23 -23 -21 -18 -10 28 -27 -30
right_child=1 -3 -4 4 5 12 -8 8 9 -11 11 -13 -14 14 15 21 17 18 -20 24 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00060382640158483474 -0.023509823330403457 0.0050404910413406057 0.050024004566568352 0.00258300774984737 -0.00037671100258627587 -0.05199121108355538 0.020037530906929307 0.047658604108077735 0.2292082791664295 -0.01977842588051058 -0.019158625766542065 0.058629469588539644 -0.001884148193157238 -0.036819476269777933 0.21822769751160309 -0.032504182083407829 -0.026783298235023369 -0.026771686884281994 0.010141298068079547 -0.081402767783688657 0.024759261043553731 0.068247469432319782 -0.0006278210322571378 -0.048370604985315944 0.034133394149705926 0.0061220547933803571 0.031832285879351323 0.015199955475265248 0.11584660030067265 0.042325201982129301
leaf_weight=25143.451016779029 6.2042552561033544 432.17485981294885 24.48882145434618 3669.4085577861406 681.73538845969597 35.433226317079971 142.63718171173241 35.133840215567034 1.8402104106498907 950.83200676870183 66.008584465744207 15.986001786717678 12507.352551994889 69.847368461545557 1.8987323865294445 66.288861959736096 27.755052581196651 89.297796021332033 296.83315115145524 6.3902890364988698 119.48305649729446 30.068227140698582 1442.9511490914447 6.5722946180030695 26.954622320306953 62.853857389942277 15.084839625429593 338.02448795281816 22.5783650893718 81.293440049223136
leaf_count=376466 34 2397 62 31994 4665 460 876 360 12 11213 2061 295 106992 908 4 2498 295 684 2376 141 973 257 11059 175 224 541 456 2313 581 595
internal_value=-2.49638e-06 0.00703773 0.03516 -7.34085e-05 -0.000891649 -0.00163547 -0.00730947 -0.00951747 -0.0152615 -0.0185005 0.0115006 -0.00399274 -0.000924256 0.00348228 -0.000302503 0.00122732 0.0101407 0.01247 0.00160469 -0.0209711 0.0277856 -0.000858026 0.000559789 0.0473294 0.0119918 0.0203487 0.0532924 0.0229403 0.0386334 0.0583064
internal_weight=46416.9 462.868 30.6931 45954 20810.5 17141.1 1909.26 1766.62 1084.89 967.757 117.128 81.9946 15231.9 2724.52 1737.11 1667.26 987.414 918.636 386.131 68.7781 121.382 1545.88 1479.59 36.6405 33.3449 532.505 16.9251 504.75 166.726 103.872
internal_count=561967 2493 96 559474 183008 151014 19938 19062 14397 11681 2716 2356 131076 24084 15874 14966 8210 7385 3060 825 977 13989 11491 432 365 4325 468 4030 1717 1176
is_linear=0
shrinkage=0.05


Tree=474
num_leaves=31
num_cat=0
split_feature=33 28 30 8 12 40 34 49 34 8 36 37 8 17 45 45 40 32 13 38 45 35 23 47 47 39 24 16 16 15
split_gain=9.53728 23.1145 26.5459 34.1855 28.5135 26.5292 26.3701 29.6521 26.0599 39.3612 40.9842 32.163 28.8624 28.6245 32.2398 32.5855 38.1974 28.2342 27.7727 30.7876 29.6097 32.6496 34.9521 35.2456 27.0069 26.3437 26.2669 26.1229 25.0958 25.071
threshold=186.2905456327488 1.5671725598574777 3.8000001587801528 1.6650000000000003 9.267100496722156 0.68282795223151693 0.8051570887690197 0.63721546223520831 0.14109583621788799 4.8350000000000009 4353.0859783696887 0.1344688608692873 10.155000000000003 731.55660305481831 1.514355795800886 1.3279660323004412 0.08694220512878896 5.6350733830837152 15.77596604543351 8.0861156182268825 -0.048853893770587346 6.8093249874696697 5.4554443287987313 9.816356653648997 7.2094064421559469 192.16642940899075 3.1637073951369881 6.1764842543189724 2.2812434683802381 7.3454463433280539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 -4 -3 28 -7 -8 11 10 13 18 -11 17 15 16 -15 -10 19 -2 21 -21 -23 -24 -12 -18 -17 -22 -6 -19
right_child=1 2 3 -5 5 6 7 -9 9 12 24 -13 -14 14 -16 26 25 29 -20 20 27 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00084524197497112905 -0.022503243590080685 -0.055282069512676668 0.032810845682397595 0.0019461758649084123 0.0065734460954779486 0.013627249062705552 0.0023432188347623844 -0.042247944869616361 -0.0017629540071392802 0.013777193445429393 0.027791381856628546 0.0071062061795259274 -0.01142145869813406 0.043701527901274961 -0.035537366662985008 0.16809431938421626 -0.045894633416339842 -0.071362323515339485 0.0027402094381024831 0.04898828185602238 0.012304325494391279 0.016372654323542967 -0.017025002963151067 0.014508929585737407 -0.0088838877040836994 -0.0097697888371450353 0.024766342776089814 -0.044040193137839211 -0.0048508477206290115 0.0094121557368922817
leaf_weight=19345.533921362105 222.858771789819 26.499865146819502 97.931193547206931 1069.1503044229466 513.67410010441381 426.26968440157361 159.37586086988449 48.666126172523946 7781.1940467255627 655.43724209279753 181.94268171687145 2658.2313749534223 137.47067946055904 30.187376955989748 126.86132756393636 3.5672995690256348 57.862603994668461 27.20644231676124 3547.471706647455 25.031611890852218 367.56115908161155 118.3546529780142 664.58765838923864 102.24360172974411 69.320737530943006 394.82549519769964 30.759888513013721 21.790699634701014 7490.5843823142059 14.849863399518652
leaf_count=210458 5343 222 1377 6868 10063 2235 1045 530 100290 3281 793 35722 1025 288 1414 9 565 269 79222 186 6116 897 14352 648 419 4953 245 198 72843 91
internal_value=-2.59086e-06 -0.000608454 -0.00254306 0.00453607 -0.00349654 -0.00333768 0.00650515 -0.00808775 0.000494899 -0.00125739 -0.00222738 0.00265155 0.00940837 -0.00281792 -0.0129499 -0.00740959 -0.0107558 -0.00198378 0.000315898 -0.00533309 -0.00238864 -0.00732476 -0.0089172 -0.0128205 0.0176731 -0.0143873 0.0396611 0.00915091 -0.00411769 -0.0428413
internal_weight=46417.3 27071.8 9832.15 1167.08 8665.07 8638.57 634.312 208.042 17239.6 9511.49 8718.58 7728.13 792.908 8467.31 644.064 517.203 482.875 7823.25 5069.9 1522.43 1299.57 910.218 885.186 766.831 251.263 452.688 34.3272 389.352 8004.26 42.0563
internal_count=561967 351509 95183 8245 86938 86716 3810 1575 256326 113642 109336 142684 4306 108124 7474 6060 5806 100650 106962 27740 22397 16083 15897 15000 1212 5518 254 6314 82906 360
is_linear=0
shrinkage=0.05


Tree=475
num_leaves=31
num_cat=0
split_feature=37 38 8 34 40 39 0 33 14 34 7 49 36 18 38 21 46 42 21 26 45 16 0 33 31 16 25 0 30 49
split_gain=9.53133 26.8867 37.5585 24.4399 28.3205 39.4345 32.4303 31.3879 38.1469 28.5472 27.47 29.7107 37.3785 26.9606 26.1774 25.5568 25.3823 25.2441 31.9511 59.7861 32.4489 31.6698 28.4286 26.0954 29.725 25.7564 28.273 26.3647 35.2527 25.2128
threshold=0.20148857060661227 6.3009197359810116 3.9550000000000005 0.27794814656230554 0.2938994278191544 43.540625783130679 6.2500000000000009 70.115270712968865 6.0564426318285518 0.26011816713024977 3.4250000000000003 0.18835655980643343 1025.7271515395955 17.161149835505416 6.0192823693802318 9.3463523459735196 0.05010181245045827 18.200837224039564 3.9137734541498514 5.4161645218002201 4.3606447883482877 2.094597352291625 5.3500000000000005 78.475125779159072 -0.18275237246684312 3.7752593570935509 0.64712845328748103 3.1500000000000008 2.8598931666254348 0.2981612481056401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 10 -8 11 12 -9 -7 17 -6 -16 18 19 20 25 -20 -19 -21 -25 26 -13 28 -27 -26
right_child=-2 -3 -4 -5 6 7 9 8 -10 -11 -12 14 -14 -15 16 -17 -18 22 21 23 -22 -23 -24 24 29 27 -28 -29 -30 -31
leaf_value=-0.065831048846575188 0.00084336374737914758 0.00046465363501366913 0.0066862694856931184 -0.015582434814752202 0.024340674217385366 -0.0075107432892201316 -0.02259595336168083 -0.056542106887932389 -0.002469003278657074 0.029755199213425607 -0.0041953314846586301 0.09949310086839197 0.29531181846304755 0.023248099534684607 -0.0087137851752868128 -0.006743178633329786 0.036199663342064592 -0.024126250651250271 0.020390621995623644 0.22423890256643642 0.30168798746546699 -0.035385828205423284 0.021080193348492593 -0.063327650133449917 0.14559574957801863 -0.053390162374621956 -0.047418241288352453 0.0014442041172703559 0.34593688391869848 0.0344078485054835
leaf_weight=25.880233314586803 19392.268010357497 18456.497429549214 908.40326306130737 434.60502387059387 261.15532957669348 114.02101068518823 119.20507724583149 57.018962831847603 4746.0293945481972 33.319307190831751 740.91919096020865 3.4219403245078857 0.76493498426861961 189.87741305687814 116.69943571899785 88.547844398766756 43.065605883835815 65.576497175963596 27.362219943897799 1.9078062193002541 0.75216190028004248 364.12113602596219 74.046321655157954 6.503019919851794 6.0880653348285696 0.94104809820419477 76.227541662796284 19.478208252112381 1.3392022555926812 31.369196456274949
leaf_count=457 163754 260514 4277 4532 1166 2361 714 2368 86981 120 9321 128 7 2785 3050 428 722 638 204 23 8 7752 346 138 37 81 7826 979 13 237
internal_value=-2.3872e-06 -0.000609492 -0.00292586 -0.00406722 -0.00337365 -0.00423041 0.00807895 -0.00399202 -0.00473941 -0.0111597 -0.0113194 -0.017206 -0.0518843 0.0117076 -0.0148173 0.01647 0.0033929 -0.0191012 -0.0240052 -0.00421747 -0.0255093 -0.0314874 -0.000151868 0.0432049 0.0353483 -0.0279362 -0.0411066 0.0202757 0.181137 0.0524796
internal_weight=46407.4 27015.1 8558.65 7650.24 7215.64 6713.41 502.228 6687.53 6383.63 152.524 1637.6 896.683 57.7839 303.898 838.899 349.703 159.765 679.134 539.512 148.028 102.16 391.483 139.623 45.8681 43.9603 101.408 79.6495 21.7585 2.28025 37.4573
internal_count=561967 398213 137699 133422 128890 126462 2428 126005 120859 834 33878 24557 2375 5146 22182 1594 3772 18410 17426 9470 9035 7956 984 435 412 9027 7954 1073 94 274
is_linear=0
shrinkage=0.05


Tree=476
num_leaves=31
num_cat=0
split_feature=33 12 23 15 40 16 47 12 14 23 8 40 20 30 28 20 31 20 13 29 22 22 23 8 7 26 16 22 25 17
split_gain=9.67404 28.0011 27.4109 26.2357 47.336 27.0331 46.7263 34.996 42.175 32.8919 29.4066 43.1948 29.3465 26.5809 26.1457 25.5449 28.8143 25.4303 24.9924 26.3919 34.4717 24.7541 24.5234 24.1193 29.0989 24.0736 45.7916 66.2544 32.3487 30.6341
threshold=470.22837418410535 128.06864172937549 7.8254329949453938 2.5340047653858702 0.045443991814318414 4.7544691868480369 0.31758103518978104 564.16975021451674 4.1271278318529303 19.509497783523667 0.8650000000000001 0.33573534196843541 2.510719235929622 1.0160838613968788 0.24324764411147595 4.3074124880291169 1.8285561343096999 2.571539647053624 48.671787479682642 42.726553715911386 393.19559090407205 103.83797730018266 13.268315673700124 1.5550000000000004 2.3750000000000004 5.2194890231710378 5.1359357036613762 41.697523627736338 2.3783864443688647 147.36178792741438
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 7 9 18 -9 -7 11 -8 -10 -12 -5 16 -16 -14 19 -6 -21 -3 -18 24 -2 26 -17 -28 -27 -30
right_child=1 3 -4 14 5 6 10 8 12 -11 13 -13 17 -15 15 25 22 -19 -20 20 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.00041474110836271213 -0.007482286290751804 -0.066437996193428883 -0.0058634756644166362 -0.037645376801979623 0.009700777867398638 -0.029433821098413256 -0.056861567312513031 0.069002681134991917 -0.037578586612595138 0.064422731891740581 -0.039036893971694187 0.35135725679633434 0.20448282865042719 -0.00037149651265887826 -0.0067991952284540934 -0.0010100073525657024 0.022924000788731969 0.025257684001476266 -0.027732238410907096 0.020095146440645705 0.10896418427995923 -0.010077237816747258 -0.098684479548227122 0.0012056090990254604 0.049237014042455063 -0.026769623306443731 -0.01742856914822866 0.02835224718595955 0.0087983194441207113 -0.0024843387006770745
leaf_weight=34773.286989539454 35.698331667867023 22.629479856172111 3899.4755497584702 47.52057892823359 614.48569206043612 12.691703222692011 1.2709248890751035 60.690428536210675 20.291366691002622 35.291316297953017 82.939308388740756 1.3221478140912948 2.0323158864630377 95.780194086022675 869.85622021008749 694.62640351260779 5.6718090772628811 75.759847957349848 40.777209190593567 36.255347311700461 15.610220104979815 140.07010257488582 15.406906229909508 490.65798325557262 61.689873222494498 117.5876796215307 99.324216762091964 386.77181299519725 760.78585294028744 2875.6467692376464
leaf_count=409837 843 461 40907 3715 13756 97 105 748 1167 218 1419 3 37 858 24959 15247 27 1251 1480 1722 513 3683 133 2579 677 1027 587 3989 5122 24800
internal_value=-2.6154e-06 -0.00125172 -0.00434597 0.000695457 0.00724865 0.0109871 -0.00427831 0.0150294 0.0362426 0.0395973 -0.0158897 0.15128 0.0159718 -0.0183152 -0.000708078 -0.000406777 -0.00819894 0.0299399 0.0102664 0.0125917 0.0468425 -0.0179163 -0.0659624 0.005717 0.0284462 0.00100005 0.0072271 0.0189978 -0.000958498 -0.00012387
internal_weight=46391.9 11618.6 4487.52 7131.1 1257.9 1095.2 229.296 865.902 158.774 47.983 181.313 2.59307 98.0835 178.72 5873.2 5825.68 890.935 77.7922 707.128 666.351 51.8656 162.7 21.0787 588.046 97.3882 4934.74 1180.72 486.096 3754.02 3636.43
internal_count=561967 152130 45006 107124 27518 23374 2700 20674 3203 315 2385 108 2455 2277 79606 75891 25119 1288 17471 15991 2235 4144 160 4099 1520 50772 19823 4576 30949 29922
is_linear=0
shrinkage=0.05


Tree=477
num_leaves=31
num_cat=0
split_feature=36 17 45 7 20 17 34 43 45 16 8 23 37 7 32 49 18 28 46 31 8 8 23 28 28 22 34 30 9 45
split_gain=9.13846 22.382 42.8543 48.2057 40.4162 39.0121 34.3828 32.1744 31.4556 30.1901 35.6256 61.9341 43.4582 32.2289 30.1847 56.6622 32.3967 29.4936 29.5679 28.9437 32.5289 28.397 28.815 71.6993 50.2644 28.2407 27.8695 48.8248 44.1461 29.4919
threshold=275.58615289811581 230.960086897607 0.25120441092793527 1.4350000000000003 8.0179596252610761 132.9111488381831 0.22550495847454169 2.4565213478167562 0.49082791404871934 2.4012341865150053 1.3350000000000002 8.3470225285285391 0.15014755071772426 2.4050000000000007 3.2166735626725655 0.20993398193189719 44.405705440108314 0.66186811957625624 0.13688425484183464 0.055025310917205791 2.5150000000000001 1.5450000000000002 52.64776093973007 0.55138379883535527 0.5205726999404785 571.27649296120524 0.037426787828842539 3.8000001587801528 1.675 -0.68867477911585662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 19 -7 -6 -3 13 11 -11 -12 14 16 -16 -5 -14 -19 -4 25 22 -15 24 -24 -21 27 28 -13 -28
right_child=1 8 5 4 7 6 -8 -9 -10 10 12 26 17 21 15 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0010530578832617717 -0.016714988856460875 0.00078839918915890128 -0.00090132912922145101 0.021260323781739331 0.010555538207347582 0.0050611033731789851 -0.0066303856844138051 0.0013018841904265887 -0.0039237457688079186 0.055531411508372958 -0.011495462961390951 -0.057658408970805299 -0.046953882615940322 -0.027219965846921296 0.449315262307523 0.063182385196537322 -0.037047816709518108 0.00055068950928900717 -0.027791612132690369 0.018357603051807361 0.0063219502640178039 0.0041754915707786005 0.13524796902190295 -0.020225795328874419 0.63698677952034566 -0.047611724774428661 -0.025003876111626272 0.36460730684790077 0.12823414827127264 0.0068981165769163829
leaf_weight=14315.632807128663 422.78570615802892 9814.3301326000656 639.14324549824232 272.77327890571905 1344.9138959295815 1639.1429671147635 1020.2525468351669 3114.9652284099429 5541.2263711249107 61.938458081916906 1743.582617645734 5.9778557302197424 34.73373318684753 123.96465197243378 1.0706265661865462 8.4380736450548266 26.101794004527619 2359.1110787264188 95.756864122813568 1116.4664030631247 1597.0297791101038 645.98350870539434 1.3810114306979797 5.863152704841923 0.78171795932576049 16.462186145305168 93.630615952512017 1.287764349952339 6.8576630171155557 320.16767830593744
leaf_count=190096 10787 133926 9518 6777 12552 20077 8339 26627 55102 746 17132 332 798 6661 4 132 1709 17994 895 9669 8867 4035 78 265 12 291 3700 22 136 14688
internal_value=-2.61685e-06 0.000466197 0.00173191 -0.000168796 0.00051241 0.00510298 0.000575771 0.0040924 -0.000912032 -0.00223595 -0.00396462 0.00880087 -0.00544183 0.00527961 0.0189583 0.106659 0.0161681 -0.00120219 -0.000554857 0.00867653 0.0109189 -0.000142523 -0.0212756 0.0705388 0.316601 0.017399 0.00203698 0.0711054 0.0416588 -0.000320384
internal_weight=46391.8 32076.1 16720.6 10692.1 10269.3 6028.5 2659.4 4459.88 15355.6 5809.4 4723.04 489.86 4233.18 1086.36 308.384 9.5087 298.875 2489.6 2454.87 3369.1 2729.96 777.974 131.991 8.02588 2.16273 1132.93 427.922 14.1233 12.8355 413.798
internal_count=561967 371871 182843 126082 115295 56761 28416 39179 189028 76116 56443 19624 36819 19673 8622 136 8486 19687 18889 28345 18827 11051 7016 355 90 9960 18878 490 468 18388
is_linear=0
shrinkage=0.05


Tree=478
num_leaves=31
num_cat=0
split_feature=31 8 8 21 0 38 18 24 41 26 21 19 31 33 34 23 30 13 13 35 30 31 24 49 12 0 43 22 9 40
split_gain=9.07862 49.6489 45.7296 43.6802 61.2995 37.366 32.7564 37.1913 32.2976 32.2582 31.8972 46.9202 32.0415 31.3983 63.9171 36.052 35.5456 32.8013 31.2437 30.5895 31.0938 29.9203 46.7092 30.6053 29.8995 30.4183 31.6082 34.2647 40.29 30.3875
threshold=0.6119472211106598 2.1650000000000005 3.3050000000000002 9.5935251722849522 5.7500000000000009 4.017757478109794 78.899949725254359 20.141646255775715 6.8989015719920834 17.188171244277232 18.688351206782773 22.844063497307879 -0.058359050585019868 269.53390492305641 0.2508405242577319 11.095207750742309 4.3165123326004471 65.651761458451986 53.725595939937314 1.7440331843305847 7.5475135590041189 0.014609832612046248 26.905889207448499 0.2485752291590623 175.85737796538714 10.15 5.0670908448214922 43.656773888689052 1.0750000000000004 0.11470161339171925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 5 -5 -2 7 -7 9 -9 18 -12 -13 14 15 -4 -15 19 24 20 -16 22 -20 -23 29 26 -26 28 -28 -1
right_child=1 -3 13 4 -6 6 -8 8 -10 -11 11 12 -14 16 17 -17 -18 -19 21 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0068529359442857374 -0.019064725179352218 -0.0021887229915390372 0.0060338097882774149 0.00048299708404665851 0.025078173749778245 0.0057484408270902692 -0.015933288297827336 0.0019108895994592785 -0.037206352338456504 -0.10430903764594648 -0.014516835864662226 -0.010896488804697143 0.020693730802025058 -0.00032171780686591719 -0.060903003846027481 0.031905576789613109 0.025547203022419085 -0.10879822905286037 -0.034674050827180003 0.0056951733628603394 0.070181310530453053 -0.026575966285850391 0.0014941450316105008 0.0037791152352157856 0.0012094041052451488 0.023298894408890391 -0.10931783947829282 0.032285152179286264 0.0053607648371741925 -0.00035282666791382173
leaf_weight=2035.4739137913857 214.72603646536299 15100.564273967291 202.11497886106372 499.93940914236009 513.58913882705383 2676.1125916213205 224.58447464404162 202.21867861726787 93.308434973529074 7.4096395219676188 160.20706284232438 94.815224858932197 523.21104390406981 2278.1314961707685 30.172035296447575 403.42292454629205 141.01058430504054 6.3972647031769148 229.34670578996884 1555.6016095946543 5.3218255415558806 103.15473461075453 146.15172657155199 425.78710182191571 2614.8144207812293 195.72356363636209 8.2954285927116853 177.03725877485704 99.832317178952508 15412.595782822696
leaf_count=59439 3416 80601 843 3516 1835 27732 3245 2068 1246 63 1234 702 2571 14023 237 1720 527 67 9334 7910 12 3226 3431 8271 74213 1694 87 1703 544 246457
internal_value=-2.90974e-06 -0.000823058 0.00059375 0.00383011 0.0129462 0.00112723 0.00248061 0.0038688 -0.0127358 -0.00184362 -0.000347263 0.00959653 0.0158473 0.00511876 0.00943714 0.0232702 0.00118617 0.00419366 -0.000708067 0.00464796 -0.0412487 -0.00980313 -0.0205966 -0.00214076 -0.000307656 0.00422086 0.00293326 0.0187401 -0.00343724 -0.00111112
internal_weight=46381.1 19532.5 26848.6 4431.89 1013.53 3418.36 3203.63 2979.05 302.937 209.628 22226.4 778.233 618.026 4622.17 2203.03 605.538 2419.14 1597.49 21448.2 1591.1 35.4939 904.44 375.498 528.942 20543.8 3095.7 2899.98 285.165 108.128 17448.1
internal_count=561967 123722 438245 43121 5351 37770 34354 31109 3377 2131 412906 4507 3273 25339 10789 2563 14550 8226 408399 8159 249 24262 12765 11497 384137 78241 76547 2334 631 305896
is_linear=0
shrinkage=0.05


Tree=479
num_leaves=31
num_cat=0
split_feature=43 0 8 28 43 41 36 34 20 37 25 23 14 35 8 25 19 25 21 8 0 45 35 9 29 33 35 37 32 20
split_gain=9.26851 22.148 26.4765 35.5382 25.7876 33.6346 44.0842 24.7831 24.4373 27.4388 23.4328 30.7539 21.8138 21.644 27.0529 23.911 21.3384 21.2016 22.4138 20.9364 23.6019 20.5785 20.2718 20.1339 31.1802 36.924 34.6613 28.3582 28.0072 41.8919
threshold=2.3797351970813265 9.8500000000000032 2.3550000000000004 0.63694534066410335 6.7382724326740435 3.6630298968389217 268.1198930984479 0.30139452008420581 4.2287696875199901 0.09987786045955889 1.7913689344779209 30.313933184502048 2.4204100179476291 10.053456262413654 2.0050000000000003 2.5849439534334206 28.122045392528918 2.2238850922324982 4.6364760929529778 3.8950000000000005 11.350000000000003 1.0833615084598065 7.9509294350589625 1.5850000000000002 5.8500873319330671 184.68743299445734 6.0134746965341108 0.60653932384699194 0.88399043623148332 12.709983365435606
decision_type=2 2 2 2 2 2 2 2 2 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 17 5 6 12 21 9 -5 16 -12 -4 14 15 22 -10 -3 -19 20 -14 -8 -11 -2 28 26 -26 -27 29 -25
right_child=1 2 4 8 -6 -7 7 -9 10 13 11 -13 19 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.00068379874407508486 0.00017824999588359931 0.021456863195244896 -0.16204451168079903 -0.07543609893982485 0.0080965909271631716 0.00043049356171218902 -0.046514612204572196 0.0041890404900220548 0.055880730734737351 0.0040200079594906405 0.0072080337466289271 0.034546301623028797 -0.034006049694933309 0.054152153295557129 0.023432325308981497 -0.060368557077721312 -0.015086973176648855 -0.059456286240331641 -0.0088928831592399518 -0.0058826269500435258 -0.13742329221785304 -0.0028137173697251419 -0.12365704300698058 -0.0014057950278305534 -0.0026361839646040974 -0.0096557551346583923 0.015239626107772944 0.0097058187033104721 -0.0028203302178103789 0.019260380454486456
leaf_weight=23865.057465325764 10705.584792769405 42.008210498141125 5.3008418902754775 11.465252720750867 615.20024445373565 803.03301022178493 65.213986253365874 121.83872341457754 70.335222078952938 57.485360288177617 308.81912484997883 154.25767082511447 11.450750651769342 19.416648692451417 61.235373488627374 25.758035878185183 12.469943572767077 27.54489787077182 107.27066396735609 14.11755761457607 10.646443616598843 45.897865304723382 3.2866483465768388 514.51258006655553 3361.0029097663064 3114.4904159379657 294.97712235557265 201.34650940727443 1258.16162266623 468.50755913957255
leaf_count=312577 127102 395 53 160 4538 4318 475 583 186 550 1635 789 71 83 266 541 62 1196 1212 78 105 279 57 5528 36421 38748 5023 1282 12591 5063
internal_value=-2.71998e-06 -0.000730481 0.00361527 0.0105376 -7.08449e-05 -0.00473406 -0.0198445 -0.0113851 0.0154423 -0.000609326 0.0206954 0.0163148 -0.0673117 0.00452225 -0.00199921 -0.0199965 0.0451934 -0.00955923 -0.0192238 -0.0534454 -0.0838325 -0.0284627 -0.00288497 -0.00129644 -0.00301004 -0.00465925 -0.0011939 -0.00848007 0.00212027 0.00844371
internal_weight=46377.7 22512.6 2594.05 901.353 1692.7 1077.5 274.466 232.951 724.529 178.647 545.882 463.077 41.5156 167.182 147.765 86.53 82.8052 176.824 134.816 36.2148 22.0972 111.112 60.772 19918.6 9213 6971.82 3655.98 3315.84 2241.18 983.02
internal_count=561967 249390 17632 7132 10500 5962 1644 1337 4329 1657 2672 2424 307 1497 1414 1148 248 2803 2408 254 176 754 607 231758 104656 81474 41444 40030 23182 10591
is_linear=0
shrinkage=0.05


Tree=480
num_leaves=31
num_cat=0
split_feature=32 31 13 24 47 36 15 8 17 28 40 31 42 27 21 46 15 27 41 13 30 18 15 24 24 22 22 9 18 49
split_gain=9.00918 21.4415 24.9917 36.1679 29.7431 42.3924 37.6707 31.6584 29.3643 28.8066 35.0722 29.0409 27.4808 26.0605 25.7085 25.7037 24.8616 23.3858 25.9568 23.0981 36.3422 29.7051 48.1557 30.9941 35.1978 28.7787 44.2295 43.7819 34.9888 30.5856
threshold=0.39432455911916858 -0.0072837232212492678 56.30948213415072 58.095465149178736 0.33990017076745688 717.55890227311613 3.1274674726545491 1.9950000000000003 20.805642497527273 0.67407153292526223 0.1183946677511017 -0.051018543251786376 9.3101359350124522 8.6999317232830471 6.5166029538146697 0.022995115438255574 3.2543568480300706 0.72880001475617651 3.5359769072354585 13.258733605230164 -0.03895670937009086 42.259967742084591 8.0944164364708282 4.708420173414706 4.1903208634724942 50.049443346545651 51.71046459391281 1.1950000000000001 17.562686101100123 0.51078691907102847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 17 5 7 14 9 -9 11 -11 -1 -7 -12 -6 16 -10 -4 -19 20 25 23 -23 24 -21 -8 -27 29 -29 -28
right_child=-2 -3 3 -5 6 12 19 8 15 10 13 -13 -14 -15 -16 -17 -18 18 -20 21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.032212126086290233 0.00040030413879532873 0.00033080025575709803 0.04818250078631172 0.0067741826490722648 -0.010620620146729536 0.010227190157759337 0.012754689641875839 -0.033139117526759486 0.025504311166954053 -0.034993848116234835 0.038255412891262983 0.09616938898084948 -0.037731704501125549 -0.045891161658495237 -0.037158469972394498 0.016800057310907515 -0.055323422313434983 0.0015122253598462559 -0.036549770163197513 -0.0034240532128835127 -0.0034757019932824974 -0.011536741935857072 0.022388388425323754 -0.011945461557059819 0.045241384056393386 0.20461534881887486 0.023276582651512612 0.045677431634676718 -0.068387999640724506 0.14295581669836566
leaf_weight=34.899575343501056 34763.094549432601 7671.6639666804695 10.284933722636195 121.83619723681477 769.69986951684405 47.9644675849122 120.67900846176781 53.996342590078712 14.653359211981295 19.421086800808553 229.17694596259389 5.041301369376014 79.177003077988047 9.5862108138389868 103.53689081617631 170.03160819155164 27.12362812506035 56.568397615919821 215.17856288346229 128.52092964928306 240.13343679151149 189.33553554158425 233.73732575532631 948.20773746525811 52.263910251407651 4.6089452125597736 8.8721705859352387 17.407829544041309 10.953081341140203 13.403629421198273
leaf_count=1446 386133 94535 227 1200 24185 1022 1250 315 73 879 2717 148 896 260 1203 985 233 591 7179 3252 2666 5374 3738 19406 1058 30 150 289 397 130
internal_value=-2.42025e-06 -0.00120848 -0.00420848 -0.0159911 -0.00286135 0.00644175 -0.00512404 0.0123218 -0.000224595 0.0235081 0.0296212 -0.0160079 -0.0196391 0.034877 -0.0137671 0.0081663 -0.0269729 -0.0258256 -0.0286266 -0.00128919 0.0091727 -0.00409368 0.00720606 -0.00832809 0.0106449 0.0264375 0.0563264 0.0428291 0.00162497 0.0952891
internal_weight=46371.1 11608 3936.3 403.868 3532.43 691.072 2841.36 563.93 265.805 298.125 258.184 39.9409 127.141 238.763 873.237 211.809 41.777 282.032 271.747 1968.12 416.058 1552.07 423.073 1128.99 180.785 175.925 55.2457 50.6367 28.3609 22.2758
internal_count=561967 175834 81299 9197 72102 8974 63128 7056 1606 5450 3856 1594 1918 2977 25388 1291 306 7997 7770 37740 4912 32828 9112 23716 4310 2246 996 966 686 280
is_linear=0
shrinkage=0.05


Tree=481
num_leaves=31
num_cat=0
split_feature=27 40 20 26 31 35 43 38 45 32 49 21 9 9 22 22 26 29 8 19 28 30 13 29 7 19 7 0 24 32
split_gain=9.05355 20.4152 16.1368 13.9557 17.6755 13.9918 13.117 18.1058 14.6068 12.5676 11.9697 12.4494 11.8298 16.4565 14.2866 14.2576 11.1025 10.59 34.906 23.1107 23.0789 25.0995 21.0643 27.8542 20.49 20.3151 24.9478 26.2897 25.6147 23.8772
threshold=0.3023626158165062 0.21089574438439312 7.845393234891282 6.8047665319127617 1.3044221486063352 2.2740534733792432 1.2119777658239199 7.2771147831227259 -1.4367985520730897 0.36884525594970469 0.42036622875751034 43.543291137755567 2.7150000000000003 2.0350000000000006 28.10133927433878 25.600259360315889 12.212034763991637 3.4109446527518359 1.8550000000000002 58.864483646669818 0.90962060151129631 7.1048325572131645 30.020935976475958 3.3167134505034497 17.455000000000002 29.92360095476737 3.0250000000000004 3.0500000000000003 14.168614202946655 0.40043512497046357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 4 -4 -5 7 -1 -8 -3 11 -9 13 14 15 -7 -12 18 20 -20 21 22 25 -24 -21 26 27 28 -2 -28
right_child=17 2 3 5 -6 12 8 10 -10 -11 16 -13 -14 -15 -16 -17 -18 -19 19 24 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.047051394069485136 -0.058296619086124324 -0.020875692271893998 -0.069530636142642085 -0.060223079589748096 0.010724797237308561 0.0012136412150331817 0.10752106010236862 -0.066030817955200535 -0.060032450137028487 0.078896605026863076 -0.064412869727894381 0.059004485770775564 -0.073915843427388259 0.063247001443774431 -0.020180906419174704 0.10591807981174683 -0.24387848862826467 -0.00014244721003227708 0.0070816907888751049 -0.018515102286941972 0.038532420051368602 0.042551666786619383 -0.00041792282064390015 0.092010736039770002 -0.15583458309367429 -0.057491464801185083 -0.033922276792069488 -0.028312874823954861 0.13001663529740506 0.012209575704656276
leaf_weight=9.5716445684229274 2.7738880151882759 4.4878860337194046 16.312192841680375 7.0148821757175019 11.840480049024334 7.9675763603299838 1.3508867366472248 3.9009561883576662 35.035924923184211 10.63721755996812 4.9020157547784038 4.0655532665550709 3.5423844810575238 15.827464718837289 24.497091251396341 5.4926638738252223 1.0456031584180889 43675.506715503288 1948.936020774825 52.882160269655287 24.903811062220484 21.088846439844929 53.626559762255056 9.6121305784909037 2.8636538060382 29.306247170694405 36.862239082533051 214.1408356539323 5.1741505818790756 117.32207219474367
leaf_count=161 223 37 807 93 60 45 3 213 2242 41 219 15 37 72 343 12 17 523892 12990 524 93 368 2590 182 42 1543 1573 9744 41 3745
internal_value=-2.69297e-06 -0.0116064 0.00141381 -0.00641548 -0.0357767 0.00643144 -0.0350099 -0.00587978 -0.0538119 0.0492924 -0.0422916 -0.00222148 0.0145877 0.0204167 0.00255731 0.0439399 -0.0959633 3.93793e-05 0.00319135 0.00617374 -0.00842213 -0.010809 -0.0132093 0.013631 -0.0255692 -0.0173943 -0.0142713 -0.0249987 0.0642948 0.00118042
internal_weight=46362.5 167.492 107.62 92.4947 28.1527 64.3421 59.8726 23.4858 36.3868 15.1251 13.9141 7.96651 57.3272 53.7848 37.9573 13.4602 5.94762 46195 2519.49 2004.68 514.811 489.907 468.818 63.2387 55.7458 405.579 376.273 222.089 7.94804 154.184
internal_count=561967 4417 1547 1469 867 602 2870 625 2245 78 464 228 509 472 400 57 236 557550 33658 13556 20102 20009 19641 2772 566 16869 15326 10008 264 5318
is_linear=0
shrinkage=0.05


Tree=482
num_leaves=31
num_cat=0
split_feature=24 13 17 17 14 36 9 22 39 0 39 15 21 25 24 26 15 29 27 25 18 42 42 46 28 31 22 14 40 41
split_gain=9.03892 24.2679 26.3503 22.3164 41.1777 31.1173 35.2696 36.5023 48.8678 29.3867 25.258 35.3105 26.5362 25.1864 24.9148 34.33 24.6385 23.632 23.6179 23.5277 26.1758 21.4096 31.8511 25.6031 21.0153 22.3669 20.9223 20.7393 20.4046 23.3522
threshold=11.83822556693362 79.460705583545277 92.475093343943897 488.46359613130647 1.4933213240083418 1025.7271515395955 2.8150000000000004 29.773560936008789 739.0350874012646 9.7500000000000018 819.91540635320928 4.0746316104092424 7.7847381490658494 3.3767354563375238 2.4997703227531871 3.5795687049325333 2.7395285730492547 10.698498111583588 16.757246904647271 2.7957719498135183 35.538568529034173 2.1609075626509919 6.180085374345313 0.011849859277228416 0.47578855799617342 -0.11935838585800189 21.337118698643131 6.1038287669786762 0.12821729955695163 11.293007510152487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 18 -5 6 7 9 19 14 12 -12 -10 16 -6 27 28 21 -1 20 -9 -18 23 -23 -24 -26 -11 -16 29 -7
right_child=-2 2 -4 4 5 13 -8 8 10 26 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00016390296768570452 0.00088237366329824889 -0.093047750338834057 -0.015139082718961756 0.032138914489775565 0.045936989513587136 -0.04605778486685641 -0.04517056257702895 -0.015413665574427396 -0.022459493824232207 -0.14302902675303336 0.029556838684779603 -0.054964782461180806 0.11070888017651648 0.003051570678318895 -0.087576455924018456 0.012087388502037133 0.028353372171647181 -0.026974368847613894 -0.018805499899137282 -0.01530348702771123 -0.056755136928612351 0.0020646857074628814 -0.054972261515572302 -0.063876993743723715 0.10253749129491818 0.003727754923563616 -0.02189151796665343 -0.0094157310953445379 0.010299965312295503 -0.0036759343610400191
leaf_weight=25088.100737177301 17782.350470054509 12.055215105297973 108.83714307789342 75.316976533504203 40.286044194363058 37.855432417127304 77.208030974521535 68.954484914516797 5.2691736323467948 5.070432459004226 42.080517784022959 17.493943061883328 12.897971608210353 1163.5088516525575 14.660028091398997 173.09248654963449 40.38526088767685 240.59615094031324 165.16711582714925 385.25631831897772 86.093991675355937 22.758785737270955 14.574796848406548 41.67547566461144 6.0144156976602963 119.94925500033423 12.000986646162344 20.155769587028772 244.99521141243167 229.8224615912186
leaf_count=321142 192756 245 1618 528 220 1070 1185 1753 327 54 1205 670 39 11930 248 815 338 4290 3246 6234 2818 265 350 796 41 741 74 243 2154 4572
internal_value=-2.65871e-06 -0.000553474 -0.022908 -0.000458487 -0.00439356 -0.0052747 -0.0127632 -0.00993061 -0.0165895 0.00558407 0.0204754 0.0047372 0.0720849 -0.00194795 0.00994866 0.00297526 -0.00777293 -0.0158397 3.9835e-05 -0.0219226 -0.0383694 -0.00492106 -0.011477 -0.0405858 0.00186878 0.00844565 -0.0578709 -0.0423272 -0.000126606 -0.00966964
internal_weight=46354.5 28572.1 120.892 28451.2 3197.97 3122.66 960.52 883.312 618.046 265.266 77.7416 59.5745 18.1671 2162.14 248.194 207.908 998.627 485.954 25253.3 540.305 155.048 245.358 204.973 64.4343 140.538 125.964 17.0714 34.8158 512.673 267.678
internal_count=561967 369211 1863 367348 42960 42432 15885 14700 13046 1654 2241 1875 366 26547 1526 1306 14617 6821 324388 10805 4571 2531 2193 1061 1132 782 128 491 7796 5642
is_linear=0
shrinkage=0.05


Tree=483
num_leaves=31
num_cat=0
split_feature=36 17 0 26 22 26 19 38 43 46 36 8 18 0 31 27 47 34 8 23 14 36 18 38 17 38 37 45 27 41
split_gain=9.16413 32.5043 32.4583 36.6389 35.4276 32.663 32.2988 39.7784 74.8504 164.496 45.0601 31.5857 32.4299 30.813 30.5402 29.5922 28.3949 27.8346 29.9298 33.7768 36.0687 43.0116 32.0724 30.5744 82.2222 28.4574 31.7804 27.6967 27.4815 27.1017
threshold=403.00410534731083 98.28596201452963 11.250000000000002 1.6867329992344786 35.084809883358943 16.378779625725933 12.348361844155855 8.0352908527848843 2.8946377412903717 0.042736469614599835 324.38668284397704 2.1150000000000007 39.687075787732191 16.750000000000004 0.63524472345401939 3.2643232540186333 1.8582378376953992 0.28296265945504623 1.5250000000000001 19.801339918377504 9.989391074544999 336.45367117217404 96.423360965749126 4.169301353479451 237.03635911604761 6.5459079736467078 0.22017230659808298 3.4081915320262826 0.53300352007679275 4.7871855658863653
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 7 -6 10 -10 -9 13 16 -4 -12 -15 -13 18 19 20 22 23 -8 24 27 26 -25 -22 -19 -1
right_child=-2 2 11 4 6 -7 17 8 9 -11 14 12 -14 15 -16 -17 -18 28 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012453574927431864 0.00064592377103988576 -0.03004459439128291 -0.012313898947425732 0.00079699112041835361 -0.016959925204869879 0.028983400423383338 -0.02138226788397193 -0.048659454741170644 -0.057844666073564768 1.1761309689116846 0.043577224880133075 -0.028400841332824191 -0.011885856258286712 -0.075810814799311343 -0.06142378773618682 0.10230854119303004 -0.090841432955238194 0.10124643426290394 0.0037222714670915105 -0.026334818674268418 0.057253341254426521 -0.033990596465948833 0.30894117467395465 -0.021135610720134188 0.65870405627928008 0.15836799561394405 0.090440321872558613 0.43282663841793545 -0.015163646032272805 0.0030234370408425033
leaf_weight=9616.2431823103325 25041.429676122076 124.55397267820081 77.379093881201698 2136.3044260719616 878.39512994073448 107.97689869534224 61.626269461950869 22.928751880506752 0.69712761009577551 0.44086909876205027 62.864015141210984 35.457116041099653 64.992069917265326 2.9117178048472843 7.7823787565575904 11.708366271806879 37.425331425387412 5.1302357475506133 1312.5752519659291 193.28929234569659 4.3327061659365418 14.37774424618692 0.74370786428335023 14.617818634229485 0.76046928507275868 4.95287672872655 11.327545628679216 0.55360609292983998 431.01114088625764 6062.0352754844935
leaf_count=80201 279076 8777 1327 17197 30084 364 3366 1562 66 9 2559 260 329 90 147 49 295 96 15006 13140 193 789 28 991 8 141 108 1 5389 100319
internal_value=-2.59255e-06 -0.00076483 -0.00402471 -0.00324102 -0.00260785 0.0021531 -0.00613607 -0.0136404 0.0171456 0.420207 0.0122438 -0.0224253 -0.0375651 0.000264001 0.0320104 0.0668345 -0.0604643 -0.00258304 0.000436867 -0.013629 0.00804847 0.0392709 -0.0174434 0.0680938 0.175073 0.0485428 0.0275776 0.0998048 -0.0137943 0.00040518
internal_weight=46346.8 21305.4 5627.12 5397.24 5272.69 2244.28 3028.41 973.108 94.7131 1.138 93.5751 229.874 137.875 91.9992 70.6464 14.6201 72.8824 2055.3 1619.16 306.582 113.293 50.9228 62.37 36.545 5.64678 30.8982 25.9454 4.88631 436.141 15678.3
internal_count=561967 282891 102371 100021 91244 17561 73683 34427 4343 75 4268 2350 884 1466 2706 139 555 39256 33771 18765 5625 2231 3394 1442 202 1240 1099 194 5485 180520
is_linear=0
shrinkage=0.05


Tree=484
num_leaves=31
num_cat=0
split_feature=43 43 0 24 18 0 26 21 15 36 19 38 40 25 37 37 41 26 29 26 23 39 41 24 22 35 39 7 22 20
split_gain=8.99124 22.8235 30.9445 24.3137 28.0991 25.7627 57.646 52.9875 40.2993 41.5123 40.2255 31.6349 42.9462 29.1059 34.8328 36.653 29.3792 28.2088 28.1455 40.3519 27.036 26.8595 26.658 43.278 26.1068 25.9943 25.8111 27.5185 25.0481 28.228
threshold=2.4565213478167562 3.5580101700081666 11.15 3.010542548878711 12.311237078027114 3.5500000000000003 8.0587059618842449 7.6990786498048163 4.896492022114777 4353.0859783696887 9.5876526670864557 3.2443637675133394 0.18395138874630426 4.5184762024825824 0.19036454314497522 0.18940999426056018 3.2298092972052364 12.864695687819475 36.072548779432012 5.3343308287194811 57.693465671897677 83.706695688885745 8.4143029085752801 3.1637073951369881 76.037846018585057 2.8555306922315089 325.06121777691959 4.7350000000000012 14.603898868120559 2.4181099331205731
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 13 17 12 -10 16 15 18 -6 25 19 -15 -16 -13 -18 -24 -20 -7 27 -25 29 -27
right_child=1 2 -4 4 5 10 7 -9 11 -11 -12 21 -14 14 20 -17 22 -19 24 -21 -22 -23 23 26 -26 28 -28 -29 -30 -31
leaf_value=0.00065686626781853046 -0.013032773554594063 -0.00042259860058041032 0.0076592990723660234 0.010606164904847356 0.049927589686682795 -0.073364388600384065 0.041677106607406228 0.0048394376582902411 0.32322091519080898 0.24386094167452757 -0.0029123099059792487 0.044459023009095024 -0.0030745837871028795 -0.040853475498891588 -0.028049203499293213 0.27612979865005721 -0.029009162528955842 -0.05066637727754611 0.16918237445559958 0.048757758112572033 0.13661116141992999 -0.046989411582477297 0.2693580381378925 0.074537280352467969 -0.0091633662785021944 -0.07145198813210478 -0.0090697269159605871 0.46031353654119461 -0.015080180650911804 0.034630964147431165
leaf_weight=24409.804044812452 594.11542988638394 14941.679082869981 1286.3643019194133 387.02426594053395 17.047081702155992 17.540359392529353 146.00947999814525 294.53716133371927 1.4063811955275003 1.7445932740811247 3238.2891275237926 8.7233292452874576 3.5637448412599042 17.815216130838962 38.3690898877976 1.61214127606945 136.41255557068507 55.925716708879918 6.6738768283976224 42.608090355410241 2.6661206557182586 100.94419923680834 1.650337288097943 3.8292729142121962 2.9629478191491216 7.226960065541788 30.304234200972132 0.52573369489982713 494.68396658830898 47.402151647489518
leaf_count=321541 9652 142163 8212 4355 160 347 834 2496 21 7 41455 104 78 1394 1116 21 5022 467 36 515 61 4503 34 197 143 105 1469 9 15223 227
internal_value=-3.27676e-06 -0.000738079 0.000218037 -0.0034594 -0.0023458 -0.00340771 0.00442167 0.0170485 -0.00885892 0.000661437 -0.00515039 -0.0341237 0.0892562 -0.000741264 0.0193845 0.0404169 -0.0126943 -0.0167878 0.034993 0.0223368 -0.017351 -0.0397153 -0.0188749 0.019199 0.114348 -0.0134454 0.00728737 0.121108 -0.0115321 0.0205971
internal_weight=46339.5 21929.7 16228 5701.61 5107.5 4720.47 859.406 440.547 418.859 304.221 3861.07 114.638 4.97013 302.477 112.707 71.6723 189.769 622.779 70.0601 60.4233 41.0352 109.668 172.722 36.3096 9.63682 566.853 34.6592 4.35501 549.313 54.6291
internal_count=561967 240426 150375 90051 80399 76044 18220 3330 14890 10184 57824 4706 99 10177 3286 2109 6891 16369 2088 1909 1177 4607 6731 1709 179 15902 1675 206 15555 332
is_linear=0
shrinkage=0.05


Tree=485
num_leaves=31
num_cat=0
split_feature=37 38 8 13 14 30 9 14 36 29 16 25 47 22 18 40 14 25 34 45 8 24 20 42 38 0 37 9 45 14
split_gain=9.16877 27.2512 28.5457 30.6909 36.4457 48.4136 32.4258 30.7212 26.8112 26.6247 25.425 36.069 44.1284 31.2518 30.3808 25.1117 23.9757 23.9574 25.6549 46.0297 25.472 28.139 34.6996 33.5685 43.0155 30.5562 28.0671 31.3566 26.3834 25.9931
threshold=0.2442129601930976 4.5722633280504086 5.1850000000000014 46.958738062450998 12.939424965810025 0.61920747053363046 7.2200000000000015 10.998414976657264 1108.590855684675 1.9884800746717841 11.413662231785745 2.0059488202889919 1.5533247336822498 37.875771093345811 41.09802621514195 0.18654753106211244 14.232959802236126 29.274001934581317 0.26219469589075178 -0.65487627477144705 3.2650000000000001 25.209726012741331 13.99103810659974 15.534840540138786 4.0945367635296632 6.3500000000000005 0.15816105916499015 1.4950000000000003 -0.32454362656257024 21.164804112099684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -1 -5 -7 11 12 -6 -12 -15 -4 -16 18 20 -20 21 25 23 24 26 29 -23 -28 -27 -13
right_child=-2 -3 15 8 10 6 -8 -9 -10 -11 13 17 -14 14 16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.016601819197493189 0.0011004368561529025 0.00010704292219794023 0.030443605519011131 -0.023405039405212019 0.051375507103287067 -0.042130656616810522 -0.16358936482146347 -0.052512137414974264 0.038549277942682258 -0.0029982858920047954 -0.010880397455105453 -0.012773503851247373 -0.040359453718086108 0.048467592031260665 -0.087613783260219569 -0.00074043115043176508 0.01505636255876531 -0.053255885589768182 0.14404798180816419 -0.047315476784401699 0.015468339984930822 0.11612428594620904 -0.023132977706458741 -0.023939817613976507 -0.0075005227941301452 -0.11380946730154876 0.073783916009337036 0.001660906981465124 0.010250140843301546 -0.047304839144664462
leaf_weight=383.89235028976691 13376.791612438159 28626.676864934336 106.76633617095649 308.20765032434429 61.024434308812488 44.44485011397046 3.1823193193413308 70.49462913358002 18.511645295657218 1974.30040211101 80.823021316900849 179.88025121825922 16.696388025884517 86.925831555388868 5.9521381524391463 163.30187402293086 127.26908716931939 23.893426012655254 3.3472082507796577 51.353887864795979 195.39024090557359 15.794878326356409 57.732111815479584 30.631704787258059 39.485685685969656 4.4316540812142184 33.486570247856434 27.402500426687766 130.02671424552682 78.183482964945142
leaf_count=7927 99553 402334 381 5582 609 1763 52 1680 130 24053 429 4589 175 525 111 853 1027 873 12 729 772 130 1192 359 908 97 483 618 1414 2607
internal_value=-3.54077e-06 -0.000451732 -0.00415205 -0.00520091 -0.00391248 -0.00742544 -0.00411123 -0.022173 -0.0198948 -0.00385983 0.00304839 -0.000968366 0.0316685 0.0157106 0.025473 0.0115876 0.0104692 -0.00388048 -0.00248786 -0.0356058 -0.000201795 -0.00532995 0.00970724 0.0226222 0.0348997 -0.0131655 0.0567322 0.0413257 0.00616122 -0.0232352
internal_weight=46326.3 32949.5 4322.83 4052.77 3726.05 2476.31 2021.93 454.387 326.719 2018.75 1249.73 948.761 77.7208 300.97 220.147 270.068 133.221 871.04 847.147 54.7011 792.446 597.056 204.533 146.801 116.17 392.522 76.6839 60.8891 134.458 258.064
internal_count=561967 462414 60080 58846 53134 35475 25868 9607 5712 25816 17659 15567 784 2092 1663 1234 1138 14783 13910 741 13169 12397 3690 2498 2139 8707 1231 1101 1511 7196
is_linear=0
shrinkage=0.05


Tree=486
num_leaves=31
num_cat=0
split_feature=37 38 8 49 21 0 27 42 13 24 9 34 41 21 40 22 17 34 45 32 32 46 17 47 37 41 7 7 32 27
split_gain=9.09545 31.1084 38.1515 49.2349 55.62 40.6447 37.0288 42.2708 30.8157 29.1294 29.0178 28.8574 28.8012 28.5124 35.5766 34.8585 37.2086 34.516 35.4517 31.3346 39.4892 60.8388 52.9637 36.3907 30.7332 30.6562 29.4489 34.3301 29.2395 28.3036
threshold=0.16585623811686137 7.315879266307463 2.3350000000000004 0.71575544212527753 13.957213661181671 18.050000000000004 2.3619488862716649 13.681834144079611 5.4772774142162044 10.788263530552587 1.0750000000000004 0.11476818137153587 5.272167896274472 8.7907612258175138 0.14818310887590422 273.69488786338053 488.46359613130647 0.27058785068796648 0.92491469061614684 1.4805959376922275 1.3109401185210754 0.014946825034866123 270.18687315360711 0.48018820038062654 0.073258067402687185 6.6443479174032571 3.0050000000000003 4.8250000000000011 -0.33074469702682385 3.6132191816442369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -1 13 -5 -6 -10 -7 -2 14 24 16 19 18 28 20 -16 22 -22 -21 -8 29 -23 -28 -17 -25
right_child=12 -3 5 8 9 11 7 -9 10 -11 -12 -13 -14 -15 15 17 -18 -19 -20 23 21 26 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.01939819769227567 -0.00040881042403762241 0.00059686048486314166 0.0010798257352993986 -0.052339794360643156 -0.024117706554462253 0.027310676518788338 0.31012424144797979 -0.023401254152976347 -0.04398011512231563 0.022584010366105814 0.0084218361880848778 -0.091900240875918804 0.0033148289831353194 -0.02104661199149975 0.0087655760785497038 0.32494475767393477 -0.037772668048197289 0.28550141486068659 0.11965177014354528 -0.072308796378688464 0.051164886929132992 -0.057255589328253476 0.39450172855030657 -0.037592350876255606 -0.013774542308879065 0.061732602171158668 0.077876201459894184 -0.049236559045000239 -0.0021507423184635131 0.002988892372154205
leaf_weight=1010.8971703393472 18903.264891554441 13439.884533340097 3070.7888507787138 23.036363545921631 40.805996229872108 6.8442407362163094 0.73375553279765782 332.57316578226164 27.472180345037486 183.70183165022172 688.86660374568601 19.654939416795969 7159.8611700461188 200.46922916546464 422.76395194721408 0.7054286003112783 52.100447165663354 1.5441642889054481 10.453971663722767 20.230060054687783 2.139557442860677 6.7927773976116432 2.3647044689860195 57.803371028217953 387.23051730809675 17.25057922344422 30.799510512937559 6.4187197647988787 21.702173246245369 167.39493514635251
leaf_count=35276 159174 192368 16083 470 336 22 9 4992 904 1132 13884 161 92802 2469 11296 1 1187 16 64 668 44 315 13 1218 23346 237 344 121 365 2650
internal_value=-3.54147e-06 -0.000798378 -0.00355052 -0.00696621 -0.00983439 0.000547751 -0.0117863 -0.00736776 0.00458167 0.0140956 0.00641218 -0.0611103 0.000614119 -0.00358302 -0.000685943 0.00521346 0.00305729 0.0544748 0.0436189 0.00595563 0.0136686 0.0563934 0.231414 -0.00788235 -0.013162 -0.00250657 0.038481 0.0559541 0.00814677 -0.00742741
internal_weight=46316.5 20253.4 6813.54 3716.25 2976.88 3097.29 2752.37 1741.47 739.375 224.508 716.339 26.4992 26063.1 1408.9 1208.43 820.464 786.059 34.4057 32.8616 733.958 471.279 48.5153 4.50426 262.679 387.964 242.449 44.011 37.2182 22.4076 225.198
internal_count=561967 309991 117623 101357 86099 16266 84631 49355 15258 1468 14788 183 251976 44363 41894 18539 18093 446 430 16906 12133 837 57 4773 23355 4105 780 465 366 3868
is_linear=0
shrinkage=0.05


Tree=487
num_leaves=31
num_cat=0
split_feature=33 34 36 46 41 33 39 26 39 35 25 45 15 15 40 41 0 20 8 16 38 35 24 49 39 47 19 14 47 0
split_gain=9.33364 26.8779 35.9528 31.5812 27.6113 26.828 35.5174 26.6055 35.7311 24.4487 26.0974 31.2665 23.7037 23.6007 28.1819 29.2792 24.4811 28.9085 24.2334 34.7969 28.8074 30.0784 25.7723 25.5238 26.5607 43.0807 39.3926 34.0742 25.9951 24.8096
threshold=470.22837418410535 0.10147652468646511 29037.668633218917 0.020039124049625972 5.2262812754589305 2535.9026624862568 1075.954404603315 1.7151748497224555 56.961747169557206 9.3844896170808614 1.6644760230997158 -0.99443283242905467 8.2085915624570784 7.073025688821251 0.11090940884128865 9.7489856577162648 5.5500000000000007 0.95840321686560659 2.4150000000000005 1.9847028028132476 4.3405286409817805 19.812423466971026 64.726443386078827 0.77202621201491994 1742.5413805308792 0.73066625004342367 26.873155578460835 6.35519837365666 2.0042769508999183 5.1500000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 -7 -3 -9 10 11 -6 13 14 18 -16 -17 -18 19 -11 -21 -22 23 24 25 -23 27 29 -29 -27
right_child=1 2 -4 -5 9 6 -8 8 -10 12 -12 -13 -14 -15 15 16 17 -19 -20 20 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00040651497138057669 -0.017395362490871872 0.025529701549442996 0.011192066590428467 0.0060319286878145924 0.25435174258999321 -0.042905476095826761 -0.0079529397322126716 -0.15751967713548945 -0.0039062955639480122 0.0090931158742779232 0.017995837390318202 -0.032677558122853702 -0.010809744390375192 0.020378129582557171 0.0033603162935816958 0.046182693785549456 0.16901437376076595 -0.015200196827254426 0.0038605440155427442 0.07421450050006824 -0.026803575011073267 -0.028408720873796353 0.063887874295171607 -0.052229703849154742 -0.01277243465764568 -0.066819336698919693 -0.083962334114622381 0.11899480673294068 0.023931642892694355 0.040734273969287652
leaf_weight=34707.854125141246 260.09052956075175 77.299877563258633 390.94305002596229 2157.7598385168822 2.5425007028388791 100.53458519163541 262.34179380140267 3.7882242728956035 5349.7362193043227 209.34344460506691 105.37192531258916 1.5136153399362218 533.18809114384931 145.40220326077542 525.75177812873153 81.265113334462512 2.2744659460149697 33.459201377118006 598.62026275321841 9.1543166010524128 313.98823990690289 34.081149044330232 12.634825089480726 31.028325610794127 289.21971941104857 7.346636253118052 5.7591108803171656 21.733653257892001 10.747440758976152 19.84580593497958
leaf_count=409837 1930 1111 2390 38141 16 723 1956 38 58989 8952 1943 81 5834 1622 5515 670 5 261 2930 84 10176 900 45 502 6438 266 110 250 99 153
internal_value=-3.81952e-06 -0.00123191 -0.00348368 0.00134129 -0.00176878 -0.00447396 -0.0176365 -0.00359447 -0.00401499 -0.000411408 0.0227865 0.147241 -0.00129135 0.00086674 -0.00041915 0.00839449 0.0310163 -0.00347485 -0.00404241 -0.00894546 -0.0139436 -0.0150248 -0.00647155 -0.00858936 -0.00510604 0.017175 0.0409177 0.0529699 0.08754 0.0116763
internal_weight=46304.6 11596.8 6184.64 5412.12 3254.36 5793.7 362.876 5430.82 5353.52 2994.27 109.428 4.05612 2884.84 2351.66 2206.25 642.751 116.999 35.7337 1563.5 964.883 755.539 746.385 432.397 419.762 388.734 99.5138 65.4326 59.6735 32.4811 27.1924
internal_count=561967 152130 65207 86923 48782 62817 2679 60138 59027 46852 2040 97 44812 38978 37356 6451 936 266 30905 27975 19023 18939 8763 8718 8216 1778 878 768 349 419
is_linear=0
shrinkage=0.05


Tree=488
num_leaves=31
num_cat=0
split_feature=31 8 49 21 8 15 28 35 21 41 40 40 41 35 37 14 35 25 14 20 7 22 45 37 24 38 39 40 29 25
split_gain=9.40326 47.147 42.19 40.8701 40.353 34.5052 29.4004 29.4144 27.8217 25.4539 48.1266 43.1099 38.909 48.9684 48.1103 37.1532 35.1917 33.8666 48.3563 33.7633 33.6602 35.4969 34.4298 33.125 46.9085 32.3845 37.8132 40.8867 36.3153 40.1976
threshold=0.6119472211106598 1.3550000000000002 0.51078691907102847 3.7157364492794622 3.3050000000000002 0.80454504337807153 1.4637665426273416 10.767091804384821 20.296847834715908 4.6566666645019383 0.27665633089922376 0.18568903721512195 5.8349016778299436 6.3325910567428982 0.16121498238906554 14.394630149899058 5.8009621363469845 3.2099841995805778 4.1271278318529303 20.023134683441409 3.9250000000000003 73.472234620734227 2.1054903941915475 0.12307650599282867 4.3818921357911575 8.0352908527848843 940.98885605496002 0.11655512134088557 26.228305274308806 2.1566292688494317
decision_type=2 2 2 2 2 2 2 2 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 5 8 -4 -6 -8 9 10 15 12 13 -11 25 20 -17 18 -15 -12 21 22 -1 24 -20 26 28 -28 -14 -30
right_child=1 -3 3 -5 6 -7 7 -9 -10 11 19 -13 14 17 -16 16 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.010210480246287493 -0.0041078946553867153 -0.0012168908914169598 0.028614872641098313 0.038210478460899866 0.0096766849958889959 -0.042874811259433515 0.0029130452719808423 -0.018197693426198661 0.010292313201434226 -0.017322427152758071 0.00096225585962211521 0.004683870096690009 -0.016989003013272299 -0.057804963299282121 0.0067637926331557269 -0.0046823586266998918 0.017528047416685632 -0.0055956222265846614 0.096652373381078002 -0.020884275688584218 -0.00058729782294786922 -0.035038295493180216 -0.043767743244475077 0.057227883319709176 -0.039714283975828553 -9.2956647340522843e-05 -0.0036960286785725502 0.03790241163956308 -0.036692324163685126 0.028486042145814156
leaf_weight=1405.4972484404134 174.58289392506413 19059.607029937208 34.333035094779916 209.0307955929602 1877.768414832186 33.200571868830593 2558.9997734006029 176.37624144461006 605.19962521037087 751.75204452942125 5181.9891395492596 4639.2654642062844 937.59728064422961 14.843660387443377 1934.0843637776998 751.20994476416672 233.87200411842787 250.13115242008644 8.5833737882785481 183.10526040464174 572.45703231490916 189.04449105145613 80.832656777405646 73.094668486330193 23.771466596866958 3869.03156266117 269.18266930972459 75.676792451064102 31.802768864232348 92.339593187440187
leaf_count=22996 5644 113261 324 2593 9437 1900 14665 1237 3410 26008 41445 66600 43929 733 42603 12987 2424 6352 123 2404 6219 6233 1131 1381 777 106796 8249 664 3627 5815
internal_value=-3.80078e-06 -0.000838742 0.0151369 0.0272853 0.000604331 -0.00653057 0.00485903 0.00155183 -0.000280815 -0.000577481 -0.00268718 0.000820945 -0.00132996 -0.00999064 1.80518e-05 -0.00750616 0.000590697 0.00488875 0.0266894 0.000216656 -0.0110545 -0.014631 -0.0120355 0.0385833 -0.00353775 -0.00245499 -0.00895205 0.00543243 -0.0136242 0.0117887
internal_weight=46298.3 19510.8 451.147 276.564 26787.5 67.5336 4613.14 2735.38 22174.4 21569.2 8598.01 12971.2 8331.89 1122.18 7209.72 3232.91 985.082 370.424 120.293 5365.09 2247.83 1675.37 1486.33 105.45 32.3548 5275.63 1406.6 344.859 1061.74 124.142
internal_count=561967 123722 10461 4817 438245 2224 25339 15902 412906 409496 95839 313657 247057 35374 211683 51990 15411 9366 3014 43849 36579 30360 24127 2281 900 169080 62284 8913 53371 9442
is_linear=0
shrinkage=0.05


Tree=489
num_leaves=31
num_cat=0
split_feature=34 14 33 38 26 0 3 35 23 12 31 8 13 12 43 0 7 8 29 34 16 33 26 15 17 23 32 23 26 26
split_gain=9.45859 19.0379 32.3724 30.2507 24.8086 26.0324 25.0912 28.3331 24.14 26.6785 30.3173 24.0388 23.9923 23.4431 25.2924 23.2369 21.9654 35.0775 21.2848 24.4315 38.3228 31.37 31.6567 30.4841 34.3985 35.2121 29.9512 28.9401 28.5952 30.2752
threshold=0.25640244475855051 2.736211556844323 103.0017417686023 4.017757478109794 2.6121139021452411 7.6500000000000012 1.0000000180025095e-35 3.3591260467788877 12.349150419396581 25.28433011244875 -0.21644348952294107 0.66500000000000015 3.4363710783906272 411.80272826170886 1.9439523325736567 19.750000000000004 5.285000000000001 2.0050000000000003 6.5838614006403295 0.17795821552280569 4.0823024129415089 159.00347302637655 1.5646176176084297 2.5340047653858702 77.695752447681997 9.3300000748893499 0.31165056562238275 7.5607917031710388 1.3927854187561952 6.1102466435327516
decision_type=2 2 2 2 2 2 2 2 2 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 15 5 6 -5 -8 9 -1 -11 -9 -6 -10 -15 -3 -12 -18 -4 26 28 22 -22 -23 -25 -26 -20 -24 -21 -30
right_child=-2 2 18 4 12 -7 7 11 13 10 16 -13 -14 14 -16 -17 17 -19 19 20 21 23 27 24 25 -27 -28 -29 29 -31
leaf_value=-0.0065398439411315599 -0.0010798384251574536 -0.0042641985431141642 0.0027546337255598165 0.0063671224781647372 -0.072237804371177508 0.01666086996737005 0.262388200730091 0.22452319766199805 -0.012467718942394186 -0.035149908498990967 0.0036200338886895563 -0.027647959038787463 0.012898764087342205 0.0075274186486685851 0.10711813863435504 -0.17206283251203752 0.063691378039978305 0.0096376658758420084 -0.0037789412366566093 0.041894132836105324 0.20460861716802367 -0.015865986191977589 -0.018320888348864497 0.0063701095244779841 -0.032990280408726973 -0.0032391908106376485 0.0021277752814790407 0.0080349657819796371 -0.013238388383265479 0.0012603048706199406
leaf_weight=961.3401332985959 14174.804196249635 451.54741911447491 6930.7441681579294 120.63837418711046 8.3229383984580618 130.47592447887291 0.85652782244142045 0.95120960476924565 800.35327555652475 45.322585451387567 892.33217455699923 146.27345526653517 1443.8906443740707 36.434938739024801 7.7272421763336743 2.0726749531459054 41.004297701874748 111.9749875725247 2733.1463464228436 27.399774331308436 2.0047320415033019 401.64835581494845 113.95400073844939 1031.442909898411 103.63255675206892 2467.0665235060151 9993.0400183776947 1211.4146323188907 1416.1572027721268 482.80833726096898
leaf_count=8824 113134 5190 83290 1334 112 1383 39 53 17216 1694 11735 7713 14485 793 93 27 242 647 62335 482 15 4347 870 8004 844 25038 149940 12124 27055 2909
internal_value=-4.02232e-06 0.000470803 0.000854085 0.00654099 0.00937626 -0.00166307 -0.0105602 -0.0243505 -0.0033957 -0.000467369 0.00488522 -0.0260187 0.0124108 -0.0105109 0.0249532 -0.0050309 0.00662106 0.0241261 0.000367043 -0.000461021 -0.00277608 -0.000592026 0.00606922 -0.00280042 -0.00134358 -0.00443855 0.000859216 0.00576891 -0.00882037 -0.00955212
internal_weight=46290.8 32116 29219.5 2305.03 1851.41 399.195 268.72 148.081 2896.49 2051.97 1090.63 147.225 1452.21 844.515 44.1622 453.62 1045.31 152.979 26914.5 19983.7 7257.53 5331.16 1327.37 4003.79 3602.14 2570.7 12726.2 1325.37 1926.37 1898.97
internal_count=561967 448833 407589 30336 25119 10522 9139 7805 41244 23142 14318 7766 14597 18102 886 5217 12624 889 377253 293963 81688 51242 13009 38233 33886 25882 212275 12994 30446 29964
is_linear=0
shrinkage=0.05


Tree=490
num_leaves=31
num_cat=0
split_feature=33 12 42 49 8 7 14 36 35 41 18 9 45 28 39 45 17 26 13 33 7 0 16 29 15 31 19 15 32 7
split_gain=9.58183 28.0983 26.8435 42.2109 41.9663 33.4503 31.7965 27.1316 36.0465 29.4233 32.5463 36.3644 29.789 24.6287 24.1404 24.089 27.9456 30.5051 25.4071 27.8491 24.7234 25.1171 27.1102 24.5391 23.269 27.4813 26.9098 24.566 23.2062 22.8066
threshold=285.54895922698921 76.672443419588703 11.815884039875927 0.61803528403299057 1.4650000000000001 2.0650000000000004 54.898415462459035 1703.1955810439206 1.9420470276724182 7.2611617472362795 39.984390269136533 1.5450000000000002 -0.56080256159008701 0.38113419311095065 895.39364460535182 0.38003186028746933 61.682659373982055 17.188171244277232 46.958738062450998 297.23487224455693 5.0550000000000006 3.2500000000000004 2.740804380629799 13.831665562010288 3.8717704658566197 -0.04016662758300394 5.5861745600075521 13.563317337343594 5.0481871401332876 4.4050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 11 12 -11 -14 -12 16 18 20 19 -4 21 22 -18 -23 25 -10 -27 -26 -25 -8
right_child=1 -3 15 4 -6 6 29 -9 9 10 14 -13 13 -15 -16 -17 17 -19 -20 -21 -22 23 -24 28 27 26 -28 -29 -30 -31
leaf_value=0.00058635823713139041 -0.025670849205634023 0.00039471978866219596 -0.036078688885746474 0.038106636157457179 0.0050320627314619105 0.085223793471472492 0.14868811246592858 0.0085736368474017936 -0.06349167592245307 -0.035566849409623368 -0.075966042318081572 -0.033811356162083035 0.21216259888268449 0.031402231247984844 -0.021360132292687371 0.00064734308727170764 0.025285591901526891 0.0018561936793740413 -0.047024245083798599 -0.00046615072016718519 -0.0022762484574948608 -0.013880750608472249 -0.059822788762494597 -0.033312541675293177 0.015924157208953672 0.062278810193547418 -0.011694212493813453 -0.066017239320783336 -0.20969213375782211 0.0030680516312246568
leaf_weight=27663.446962989219 150.9121083470236 13009.046164475469 57.398187661310658 129.85851658845786 366.83296253578737 10.196372122736646 6.0947026159847137 410.97392547276104 23.732761282997672 18.773485364508815 41.57514142250875 72.596163362264633 1.9675376866362047 44.601824758632574 39.440007495228201 987.7717403369461 10.953267478558699 287.54960099374875 32.123169521277305 1259.6258223603654 257.67678268830059 807.49986063229153 64.197100862424122 156.28919664898422 173.94986374292057 13.268204212305134 167.49664519826183 9.6544446061016043 1.8873832495883096 4.811476846691221
leaf_count=314859 3889 195671 578 2869 2369 53 42 2835 614 429 1081 1408 52 651 587 7015 128 1575 304 9069 1617 8178 1061 1770 1482 87 1465 169 23 37
internal_value=-3.85563e-06 -0.000880786 -0.00383871 0.00143605 0.0136793 -0.00367394 -0.000479353 -0.00138013 -0.00800746 -0.00957341 -0.0242288 -0.00945529 0.0176044 0.0390393 -0.0493826 -0.00610667 -0.00837958 -0.0128792 -0.0030898 -0.00201821 -0.0161423 -0.0195752 -0.0474181 -0.0174084 -0.00130533 -0.012906 -0.00626457 0.0116154 -0.0354171 0.0844449
internal_weight=46282.2 18618.8 5609.71 1686.74 496.691 1190.04 1039.13 1028.23 617.252 607.056 218.954 137.939 65.3428 46.5694 81.0151 3922.97 2935.2 1586.05 1349.15 1317.02 1298.5 1040.83 75.1504 965.676 388.102 204.498 180.765 183.604 158.177 10.9062
internal_count=561967 247108 51437 20119 5238 14881 10992 10913 8078 8025 4208 2540 1132 703 1668 31318 24303 14352 9951 9647 12777 11160 1189 9971 3817 2166 1552 1651 1793 79
is_linear=0
shrinkage=0.05


Tree=491
num_leaves=31
num_cat=0
split_feature=34 26 18 32 33 13 35 0 26 38 0 13 36 27 7 43 7 26 23 12 30 13 49 40 36 16 19 20 33 8
split_gain=9.07859 20.1144 43.0729 35.1416 24.2275 31.7534 25.2776 29.1433 28.082 25.6433 24.9394 27.7057 28.627 26.7308 21.0686 20.4111 21.5778 20.8652 23.5322 20.2943 27.848 36.3865 20.6772 26.1988 26.0809 25.6232 21.1147 25.5052 23.4245 22.1532
threshold=0.21309250269354713 1.2362516020587702 25.010155338950302 2.2173234803138837 151.77788167665514 4.4089117448436195 7.9509294350589625 11.950000000000001 2.2845639573790559 3.0284496648917822 6.3500000000000005 41.576995399765273 528.81030306391278 9.8786078143323817 3.2450000000000006 1.2204111152115917 2.4650000000000003 1.8239371493406147 10.398782376272676 118.33575981362438 -0.067505877173295051 15.096309431793996 0.25117165709868278 0.20341909255261598 169.84082087528918 7.0510771875908498 16.769244130913158 1.3684051207847492 66.445233641788036 2.5550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 10 -10 11 13 -13 -7 -5 17 -17 -3 -19 22 21 -21 23 24 -11 26 27 -24 -29 -30
right_child=-2 4 -4 14 -6 6 7 -9 9 19 -12 12 -14 -15 -16 16 -18 18 -20 20 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.027193504810953492 -0.00077218130705268388 -0.076587646252128869 0.014818473085920589 0.041468756053400994 0.00016743715956966105 -0.023319798939697378 0.044423318236125497 -0.13724611215603152 -0.021824688141783687 -0.067047956432800593 0.006464451284996774 0.0080628619652104161 0.27693204265318716 0.034698795660651094 -0.018514288275515291 -0.055414722275601236 -0.011849852578572427 0.04167626639362193 -0.069541791084171273 0.30552342121148002 0.029706603066479622 -0.0023465121352423935 0.028872626573514283 0.010133053266539689 -0.0099268248754126875 0.03612400088821318 0.013368364843465923 0.032026055719258817 -0.0039482816115081476 0.0097396721214395108
leaf_weight=266.56780266732676 21000.891266525447 5.717053589585702 127.70133909980359 33.553152261301875 21085.775650495743 239.98383065233065 58.342316739552189 2.2943889214657238 76.430374770716298 22.587094826216344 213.67616359126987 2.5833010522183022 1.6051314580254255 21.643001731717959 25.969881555996835 43.312093197862851 82.684031636163127 33.188985588611104 5.5516903975512824 2.2146634845994408 28.242635732109193 1.6936721471138296 95.90761814248981 174.35148041311186 173.3563459556899 82.294989291345701 999.29828305408591 62.821576004440431 857.52089891610376 451.09414900885895
leaf_count=8997 184204 99 5959 210 306984 10952 621 30 768 968 3146 101 8 754 213 780 808 166 81 24 279 31 1478 1297 3196 502 9530 512 16975 2294
internal_value=-3.86492e-06 0.000634451 -0.00979739 -0.0194373 0.000825148 0.00453485 0.00554205 0.0375493 0.00498869 0.00676911 -0.00625402 -0.0164778 0.111101 -0.0185202 0.0152982 -0.0165479 -0.0268256 0.0125797 0.0257383 0.00750959 0.0470172 0.172108 0.00707447 -0.00396598 -0.0165114 0.00867837 0.00776269 0.00394509 0.00220185 0.000770108
internal_weight=46278.9 25278 453.792 326.091 24824.2 3738.4 3567.94 60.6367 3507.31 3027.81 479.491 265.815 4.18843 261.627 59.523 170.454 125.996 44.4577 38.7407 2951.38 32.151 3.90834 2919.23 370.295 195.943 2548.94 2466.64 1467.34 1371.44 1308.62
internal_count=561967 377763 15379 9420 362384 55400 53466 651 52815 37854 14961 11815 109 11706 423 1934 1588 346 247 37086 334 55 36752 5461 4164 31291 30789 21259 19781 19269
is_linear=0
shrinkage=0.05


Tree=492
num_leaves=31
num_cat=0
split_feature=47 8 46 20 39 45 21 26 0 37 7 36 37 25 49 24 0 42 14 18 43 22 42 49 34 25 21 37 31 31
split_gain=9.15236 33.4637 30.227 35.3977 31.0542 24.3495 29.3962 27.6175 23.9648 25.6302 30.9702 25.8581 36.8165 29.3144 32.9873 26.5762 25.3275 41.8587 24.8174 33.557 24.4864 28.5186 24.6012 23.8227 27.5153 22.4305 27.5367 21.6765 20.4994 20.4543
threshold=2.8801544443153757 1.6450000000000002 0.008395216883857597 1.049329002599334 67.920681224215386 1.6983229982172487 6.5736218957622334 6.6138149865728897 3.3500000000000001 0.22772907078093435 4.0450000000000008 333.46468396929856 0.17135021344721602 3.3199692595304593 0.83318176294004687 16.445003750498532 11.250000000000002 14.141552897020878 19.097307061939166 82.709845234392063 1.2204111152115917 100.20901961339854 13.49847056169637 0.091356446781145309 0.31716818422280646 1.6855382268996311 4.9932685176722407 0.18303088394472136 0.74769084722388002 0.25072880676273107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 10 11 12 13 -10 -15 -13 23 -18 19 20 -17 -22 -23 24 -11 27 -27 -3 -24 -6
right_child=1 8 4 5 29 -7 7 -9 9 16 -12 15 -14 14 -16 18 17 -19 -20 -21 21 22 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00040044535983220259 0.011627979778995427 -0.077301161930852375 -0.026056999458580966 -0.04182937887823511 0.013982941530617316 0.03241968279127698 0.037375717976002996 -0.025440900280672113 -0.050236841226487527 -0.0042630553966947447 0.00042917907660976955 -0.0019917132513505077 -0.0078761141402189892 -0.024199226823734397 0.064948060072577377 -0.0013718518618485325 -0.044913338062326717 -0.0023673116158168506 -0.00031965871005615971 -0.053401281302760707 -0.013188312585541428 -0.089512545361807389 -0.080009506041843342 0.0051408203898129041 -0.074893324277809897 0.01310276190252453 -0.014253162756962168 -0.018173845181924369 0.0063819999443545565 0.0025372843392477834
leaf_weight=34778.263559137347 131.85201843781397 23.952483096858487 66.223319314303808 120.68140419136034 877.60755807884561 19.213279694376979 27.970761619042605 46.72986220382154 114.09093155432492 46.127393537200987 2643.3879567099502 2122.8151904846309 451.06151919320109 71.637818320770748 12.134705734904854 171.46097055403516 67.206347082275897 413.51415381324477 224.0356095910538 66.938758570235223 109.67934230295941 28.651033460628241 10.714274824131282 2277.2449408196844 19.668619333766401 115.90914191468619 445.81199596542865 43.92947658454068 19.120538481511176 703.03116448890069
leaf_count=480433 688 238 604 2920 15355 137 160 363 958 295 15550 10891 2564 546 37 952 465 3346 1082 472 603 253 93 12640 159 660 2429 244 94 6736
internal_value=-3.79079e-06 -0.00122709 0.00466278 -0.00876148 0.00748681 -0.0212892 -0.0265708 -0.00191996 -0.00246303 -0.00179392 -0.00363082 -0.00678517 -0.015764 -0.0337456 -0.011286 -0.00466904 0.00213893 -0.00831539 -0.0136818 -0.021045 -0.0146677 -0.0282242 -0.0564212 0.00428384 -0.0253768 -0.0118891 -0.00860837 -0.0390372 -0.0246429 0.00889218
internal_weight=46270.7 11492.4 1993.31 346.447 1646.86 214.595 195.382 74.7006 9499.09 8869.49 6045.73 3402.34 648.925 197.863 83.7725 2753.42 2823.76 480.721 630.601 406.565 339.626 168.165 58.4858 2343.04 65.796 629.603 561.721 67.882 29.8348 1580.64
internal_count=561967 81534 26963 4268 22695 3580 3443 523 54571 51000 34095 18545 4105 1541 583 14440 16905 3811 3549 2467 1995 1043 440 13094 454 3571 3089 482 187 22091
is_linear=0
shrinkage=0.05


Tree=493
num_leaves=31
num_cat=0
split_feature=33 34 36 46 41 33 39 26 39 31 46 31 9 35 12 15 43 38 15 30 7 49 47 37 39 12 26 16 32 33
split_gain=8.86664 24.6712 32.5987 28.3306 24.734 24.3017 31.5175 24.1243 30.5975 22.5051 27.3933 22.3565 22.0085 21.9487 23.2769 22.4904 22.1702 24.0368 22.5928 25.1301 21.8703 36.5038 21.568 21.2705 30.1912 21.9594 29.0964 40.872 25.9028 28.5642
threshold=470.22837418410535 0.10147652468646511 29037.668633218917 0.020039124049625972 5.1353909371662132 2535.9026624862568 1075.954404603315 1.7151748497224555 56.961747169557206 -0.38595972464257217 0.056744502129609888 1.2604335317207627 2.6050000000000004 9.0404308049544841 39.650957348046141 8.2085915624570784 1.563795285825581 23.641120096604613 7.3454463433280539 -0.29890952322434056 0.96500000000000008 0.81654181314297569 1.4917657690491493 0.19036454314497522 3733.4990488274057 329.39960875885436 5.3752577874998506 5.9699311385789313 0.74574284435322735 498.00630864986459
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 -7 -3 -9 10 -5 -4 -8 14 -6 -15 -16 18 19 -18 21 -11 -13 25 -25 -10 27 28 29 -27
right_child=1 2 11 9 13 6 12 8 23 20 -12 22 -14 15 16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00039662518410389918 -0.016898352652528814 0.024282953427070448 0.020173255910736806 0.039741251329264767 -0.13009610611797121 -0.040533679260009531 -0.0048725641766669573 -0.14271444029258049 -0.0092672470302354263 0.019368641314793364 -0.090740764078851996 -0.035787440652172445 -0.082567583786699594 0.00095281342152771741 0.0018522519698680258 -0.010326645182218694 0.1325913772507045 0.23301602424858295 0.073715890615196483 -0.040366819676543035 0.0041876330822778725 0.16966307466232125 0.0069748494026905666 -0.0015002102457983019 0.028033552973674859 0.057442016337607885 -0.0070578781695292752 0.04260243679257722 0.023123946180388537 -0.026290222082366144
leaf_weight=34688.328322671783 246.7861679225025 77.237207966711139 238.54784955596551 71.772325021476718 2.3414327192585906 101.10805784375407 252.7894224836491 3.9645630763843647 2122.245101852488 18.115506525355162 4.2611847722437224 40.196840161457658 9.4556768180336785 2378.4265407384955 37.16888793167891 542.79582403638051 2.6154719843179892 1.8141408059746016 26.319866604288109 10.659240848268382 2056.9459818351606 5.1997424827422938 110.66981806932017 2468.0153639260388 89.677520905388519 11.541044368001165 414.53162944503129 85.457271629828028 71.368877848435659 86.709192548994906
leaf_count=409837 1802 1111 1233 1488 40 723 1839 38 27523 803 66 258 117 39497 919 5995 44 4 212 269 35738 46 899 20336 427 217 5089 778 1425 3194
internal_value=-3.40529e-06 -0.00120081 -0.00335774 0.0012667 -0.0016823 -0.00429891 -0.0168177 -0.00346132 -0.0038616 0.00571001 0.0324286 0.0106459 -0.00767399 -0.000431493 0.0252556 -0.00114304 0.0298847 0.055047 0.0468928 -0.00628945 0.00473345 0.0528871 -0.00441871 -0.00375869 -0.000464701 -0.00677641 0.00111803 0.0144049 0.000198486 -0.0164545
internal_weight=46277.1 11588.7 6183.52 5405.22 3248.93 5794.1 363.353 5430.75 5353.51 2156.29 76.0335 389.415 262.245 3002.14 80.919 2921.22 78.5776 41.4087 39.5946 13.2747 2080.26 23.3152 150.867 5349.55 2557.69 2791.85 669.608 255.076 169.619 98.2502
internal_count=561967 152130 65207 86923 48782 62817 2679 60138 59027 38141 1554 2390 1956 46980 1488 45492 1448 529 525 313 36587 849 1157 58989 20763 38226 10703 5614 4836 3411
is_linear=0
shrinkage=0.05


Tree=494
num_leaves=31
num_cat=0
split_feature=1 34 40 37 41 32 31 25 16 15 21 22 33 21 43 33 41 47 38 25 30 46 47 32 30 37 42 9 38 37
split_gain=8.99837 10.2248 23.0876 31.185 25.6752 25.5692 29.6993 25.0791 25.0487 34.2671 34.6931 44.0495 34.7312 30.6614 35.9705 35.0686 37.392 31.0002 29.2119 27.1238 28.151 26.5617 26.5268 25.4371 29.1674 25.2137 27.7027 30.9724 27.0316 27.4555
threshold=3.5000000000000004 0.22320960302880888 0.27420851558888948 0.36655846446087387 4.1357229064845349 -0.086917632148745164 0.76393232778984654 46.039092977614551 4.2155053869922146 1.8401872681564613 5.1081981150989195 212.61882162339177 184.68743299445734 3.2009613296042283 0.73151566699554327 56.971628576822944 5.090482945252842 0.52141861800807021 4.1935413308211382 1.0153157777054196 4.4328858980256536 0.050634374771347045 2.7255572738755895 0.67144070632253061 0.093320465535198238 0.22772907078093435 12.249072677703518 1.1450000000000002 5.6628696440942798 0.15014755071772426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -5 -7 -3 18 -10 11 13 25 14 -11 21 17 -17 -6 -20 22 -15 -21 -14 -25 28 27 -27 -12 -30
right_child=-2 2 -4 5 8 6 -8 -9 9 10 12 -13 23 15 -16 16 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00055460250391901737 0.006942999903639422 -0.0099811839858106044 0.00053048006891512377 -0.059185941768731126 -0.024007447877881144 0.021957891176863767 -0.0027257046639432899 -0.092202264436307871 -0.017448648724540574 0.17577910921402407 -0.0096795162461137639 -0.038331524453411349 -0.014421745508025019 0.023864611045534757 -0.029990275197965589 0.0378083600062925 0.032316108267354579 -0.025614146755417705 0.010199632911523822 -0.0058732008324031588 0.0059731562163082902 0.14817467892055561 -0.020960850387044542 -0.038455778882923355 0.0013816863011760945 0.16396970150867982 0.0090750350986433196 0.034165807048296755 -0.0035725180571281137 0.014987299566911624
leaf_weight=26846.329845395623 461.57790830265731 1152.8861917320755 10952.205219829746 13.379344034590757 222.53634309401968 271.23297403927427 221.28180663171224 9.3496226332645147 270.32675702183042 2.2383948962669811 496.9989954175544 35.640380377561087 602.52854879607912 7.6146571406861794 41.504779877897818 27.938992654933827 220.38112393015763 62.075342087249737 258.62758284120355 1016.1613531035691 331.76944762511994 9.8633314052131009 408.41808468988165 48.795846365042962 786.89783220610116 5.5553542277775696 665.95191703911405 26.599653640761971 423.07124502188526 376.66513033711817
leaf_count=396392 2493 10929 75201 151 3614 1625 1290 299 3214 8 5357 1086 6459 75 891 399 3784 1637 2583 20833 2798 54 3523 643 6061 22 4937 165 2950 2494
internal_value=-3.28407e-06 -7.32669e-05 -0.000961898 -0.00300085 -0.00381023 0.0090151 0.0108678 -0.0106426 -0.00255935 -0.000242131 0.000969065 0.014767 -0.000667756 0.0198595 -0.0194608 0.0251054 0.0212251 -0.00592883 -0.00681642 -0.00491782 -0.00714391 0.0940164 -0.0101987 -0.0065906 -0.000944409 0.00360244 0.0112637 0.0565918 -0.000522039 0.00516891
internal_weight=46276.4 45814.8 18968.5 8016.29 7510.4 505.894 492.515 1162.24 6348.16 4110.65 3840.32 407.257 3433.06 371.617 43.7432 327.873 310.395 90.0143 2237.51 2014.98 1756.35 17.478 1424.58 1438.22 835.694 1994.84 698.107 32.155 1296.74 799.736
internal_count=561967 559474 163082 87881 84815 3066 2915 11228 73587 40236 37022 7934 29088 6848 899 5949 5820 2036 33351 29737 27154 129 24356 13163 6704 15925 5124 187 10801 5444
is_linear=0
shrinkage=0.05


Tree=495
num_leaves=31
num_cat=0
split_feature=34 24 33 0 31 39 22 39 22 0 37 49 21 21 14 35 16 42 26 49 45 13 24 12 26 27 47 19 17 0
split_gain=9.03042 20.836 26.0437 30.3847 24.248 23.8866 23.3637 31.3098 22.765 23.9384 25.208 23.5982 27.1889 28.562 25.8797 25.6937 22.138 23.4636 24.8564 21.768 22.1708 25.3116 26.6504 28.1894 25.5333 24.8175 22.2045 21.3825 21.3652 21.2184
threshold=0.27297151265311975 3.8641165977788341 138.24853545264918 3.3500000000000001 2.301236440143982 49.108507694664056 216.32262972187766 514.95303182887199 197.99599950643375 4.7500000000000009 0.074435162844896194 0.29257390891641794 1.3756536403599335 7.2622932126180251 6.0564426318285518 4.337352435245414 8.3408743495544737 16.182217255966162 6.6734112334874647 0.17188436833823215 -0.073529740355291015 41.576995399765273 4.7559948842531314 12.625859306762251 1.5335342464507054 6.3542681203484053 1.0180655419385503 17.227693605778295 42.193979906202856 4.7500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -10 -11 12 -5 14 15 27 17 18 -16 28 25 22 23 -22 -25 26 -21 -14 -17 -20
right_child=-2 2 -4 6 -6 -7 7 -9 9 10 -12 -13 13 -15 16 19 -18 -19 29 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024664086354214722 -0.0011650576053895271 -0.075155565553997425 0.0002303187069450413 0.10105163350389211 -0.033168335124628634 0.017748664873213828 -0.051710196020672838 -0.0036398828057499556 0.073295804434252709 0.13824329725058632 -0.037680793335995041 0.0048129468737499225 0.039528424386822136 0.0041350893654278865 -0.040287802225253279 0.0028598339588922976 0.071702775023568061 -0.089655088019252815 0.037139085722525236 -0.060485520240304194 0.19928167809920316 0.14357128872613076 -0.049557463810286653 0.26909201837341612 -0.017190815716461371 0.084580248790738166 0.021326608292313635 -0.041982740015025097 -0.065769741710236196 -0.044229680708240043
leaf_weight=5291.1645364704309 12285.669211706438 7.0020642587915054 23384.075931978892 6.0136127206351366 25.491612155921757 581.07163809845224 43.074276441649999 158.59357085547526 23.448942103481386 2.4455119951162478 12.166758131585082 3695.794407888774 45.526085850549862 374.32477052416652 98.448511199618224 17.404087765491568 5.0779003645293406 17.06269284710288 22.890114084526431 10.650603270507416 2.0493172424612558 2.1841982603073111 44.191035483730957 0.82960083161014964 12.732368517143184 11.640350702684371 37.477497255371418 9.7728468611021508 32.548502312856726 12.326395993877666
leaf_count=79275 95542 97 321098 182 186 9549 1812 2016 231 9 258 42749 511 2079 2628 189 30 243 109 339 7 6 942 18 209 68 401 162 898 124
internal_value=-3.28946e-06 0.000416662 0.000948257 0.00410857 0.014573 0.0166425 0.00274209 -0.0139072 0.00348873 0.0419937 -0.00823811 0.00316005 -0.0048446 -0.00568569 -0.0152887 -0.00451839 -0.030981 -0.0344403 -0.027392 -0.0140645 -0.00266151 -0.0236125 -0.0297187 0.0264392 0.000321425 0.019067 0.00322183 0.0251232 -0.0418584 0.00865859
internal_weight=46273.1 33987.5 28696.3 5312.24 613.565 588.074 4698.67 201.668 4497.01 38.0612 14.6123 4458.94 763.15 757.137 382.812 227.006 155.806 150.728 133.665 171.708 121.755 61.9865 59.8023 15.6113 13.562 59.7685 48.1281 55.2989 49.9526 35.2165
internal_count=561967 466425 387150 66052 9832 9646 56220 3828 52392 498 267 51894 9145 8963 6884 3750 3134 3104 2861 3077 1990 1182 1176 234 227 808 740 673 1087 233
is_linear=0
shrinkage=0.05


Tree=496
num_leaves=31
num_cat=0
split_feature=43 20 13 21 33 39 38 35 29 47 27 15 34 21 13 26 49 20 32 29 45 49 13 45 43 34 39 32 39 43
split_gain=8.77198 18.8512 34.5861 19.1334 18.714 18.6538 23.5395 17.4921 17.0714 21.3102 16.6445 20.4176 19.4091 15.9368 19.3985 19.6479 16.5001 16.101 15.7399 18.799 15.3992 15.3415 16.4737 14.5718 15.3742 14.4645 13.7178 13.5827 18.2169 13.58
threshold=0.58970741901776391 4.5150712058022124 10.211618175513046 5.6044237259235583 59.523289022175469 1184.919363411203 41.866346931523367 35.159532150918089 9.1843220503593113 0.57525751693953719 3.6132191816442369 6.5866178810151004 0.066593970184834275 4.2434945258169448 30.020935976475958 5.9079591029323781 0.058976623120304973 7.2492487270042778 -0.33074469702682385 2.6847799846380291 -0.6140006157421215 0.82697243809217114 8.5369468217936433 0.038778355658735338 0.55541495216390202 0.015220840820456919 1271.9144447733695 0.075616494407262771 1656.5874556253978 1.0268071599447224
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 18 10 9 -5 20 12 -12 14 15 16 -6 25 -7 -20 21 22 -1 24 -22 -16 -21 28 -28 -2
right_child=29 3 -4 5 13 6 -8 -9 -10 -11 11 -13 -14 -15 17 -17 -18 -19 19 26 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.046692646048805617 0.0020874901292095567 0.11950307676774358 -0.027355741043347682 -0.0509532884179335 0.11605132433348682 0.06507062075892299 0.016221174910637084 -0.055797671249660966 0.029508908367422027 0.010009315296841223 0.061303616429248531 0.16852445372937724 0.0027117395687211777 -0.045881490105991268 0.29461659089814912 0.034261449587421229 -0.064062579991988208 -0.059432052432409933 -0.10147501741822401 -0.11655883095094238 0.00076767918504426318 0.038997160914122198 0.013283950104845536 -0.027667625122290779 0.066108560979680042 0.06672861624051156 0.043406015283332287 -0.0060531686249536802 -0.067392292535976228 -0.00027360870696078418
leaf_weight=43.298084461595863 7256.7048736269935 2.2933961972594252 206.09355538856471 16.277614591177553 1.3644413368310839 6.6857463978230944 112.5539341061376 12.389931401703505 105.64175142580643 120.12128142244183 19.880963491392322 2.3827947727404526 48.896955225267448 44.600460437126458 0.76635573362000098 9.9119257526472193 18.676574574812548 2.3952246679400551 5.8207807941362253 3.0251739053055635 18.88847268151585 9.078336082864551 15.564609899534842 14.34199615253601 17.200481145293452 7.6179041381110437 4.6105074919760254 248.47783618583344 18.988944197073579 37875.952194433288
leaf_count=549 86011 9 5282 138 7 31 727 237 514 724 146 14 470 763 7 49 995 178 79 38 160 43 133 136 86 201 23 1737 233 462247
internal_value=-3.28758e-06 -0.0043391 -0.0129465 0.0004729 -0.0214437 0.00346334 -0.00316405 0.00176046 0.0144203 0.00273414 0.00552309 0.0246334 0.0196483 -0.0252318 -0.00262118 -0.0233208 -0.0518 0.0548969 -0.0107503 -0.0125548 -0.00596529 -0.0215027 -0.0308335 0.0149668 0.03191 0.0875585 -0.0106734 -0.00949606 -0.0457462 0.000106023
internal_weight=46270.5 1137.85 408.016 729.83 87.6263 642.204 400.163 201.923 242.041 136.399 189.533 71.1607 68.7779 85.3329 40.7324 29.9529 20.041 10.7795 287.609 280.923 118.372 67.941 58.8627 50.4309 36.089 8.38426 275.102 272.077 23.5995 45132.7
internal_count=561967 13709 7256 6453 2209 4244 2868 1974 1376 862 1737 630 616 2200 1437 1051 1002 386 2141 2110 1107 725 682 382 246 208 2031 1993 256 548258
is_linear=0
shrinkage=0.05


Tree=497
num_leaves=31
num_cat=0
split_feature=22 39 23 23 43 40 49 3 46 39 9 32 23 34 7 9 46 30 9 46 0 22 39 25 37 13 26 29 38 27
split_gain=8.75249 21.6295 20.1772 17.812 20.059 18.2889 20.2558 20.6271 23.0685 21.104 24.2245 20.2872 18.6327 23.5304 17.7995 25.3188 20.4075 25.8536 19.1694 17.3879 20.2117 16.6269 16.3402 15.7425 24.3909 15.3911 14.9771 23.4732 16.9823 14.8387
threshold=915.22163617819467 16477.62788763853 193.80242695236453 193.80242695236453 1.3315326546159707 0.1822718734927746 0.48476433509851452 1.0000000180025095e-35 0.022995115438255574 1184.919363411203 1.2750000000000001 2.4989380078214896 18.672908446749897 0.077417529470352825 2.4450000000000007 1.7950000000000002 0.01563789586374564 5.2023493796482176 1.9550000000000003 0.034230939872262174 14.15 1373.3841240462118 1502.844541604361 62.243174426672702 0.32129380006411362 3.8197375572405101 3.6530403633117721 24.28472028052181 5.1844078222603134 2.2108665096630902
decision_type=2 2 2 2 2 2 2 2 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 -5 6 7 8 9 10 -2 -9 -10 -14 15 23 17 29 -17 26 -21 -18 -8 -3 -25 -23 -4 28 -28 -16
right_child=1 14 19 4 -6 -7 22 11 12 -11 -12 -13 13 -15 16 18 21 -19 -20 20 -22 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.4394216843745056e-05 0.27130377110736154 0.0077879718468900436 0.1046744645636051 -0.10947822073287289 -0.026183677093697039 0.0094877195303476602 -0.035787396126587427 -0.049715063181315619 0.06006945054851065 0.010114359762542879 -0.060267230119389503 0.0063736053729838956 0.025662259545575789 -0.063658027484986432 -0.040281305140494827 0.081009309568503468 -0.034324256048323336 0.011087350218710662 0.020049000977671729 0.027527070727029604 -0.086994805973483483 -0.10598648639344466 0.008793988802055756 -0.12338082352759845 0.0324840406682557 0.008943744213870999 -0.060763815253883628 -0.086466188646383238 0.017834402890105114 -0.012566509628624479
leaf_weight=44712.207654244754 1.6465097065665752 105.08779022318777 2.7634545454056925 8.617469796095973 44.826650372939184 102.0820815799525 25.360408103297232 88.755405805277405 4.9158834192785426 42.056119907530956 0.82781908925971937 19.700163607951254 9.6057702850666811 31.727567789057503 69.057789806625806 20.866872746613808 24.892990578664467 87.139881247188896 33.760009881923907 146.46748555221711 3.9567964598536483 2.9377850512973955 108.44134384102654 5.9002238363027555 4.3682771772146225 345.37608933821321 8.7029730703216028 9.3367758730892074 32.67431336035952 160.64377642620821
leaf_count=545123 54 922 25 121 454 674 797 1838 78 1656 99 164 367 1740 593 88 229 436 240 933 36 31 1330 51 19 2107 86 122 150 1404
internal_value=-3.20687e-06 -0.00397212 0.000115959 -0.0123735 -0.0396143 -0.00902758 -0.0147029 -0.0248081 -0.00722331 0.0184634 0.160372 -0.039527 -0.0319554 -0.0429002 0.000800492 0.0152933 -0.00276961 -0.0121017 0.0433352 0.0158088 0.0245147 0.00515306 0.000344158 0.00201416 -0.057075 0.00797439 -0.00867937 -0.0148561 0.00130267 -0.0208987
internal_weight=46264.7 1348.59 44916.1 488.563 53.4441 435.119 333.037 199.235 90.7797 44.5304 2.47433 108.456 46.2492 41.3333 860.031 169.983 690.048 316.841 54.6269 203.902 150.424 373.207 133.802 115.356 10.2685 348.314 53.4775 50.7141 41.3773 229.702
internal_count=561967 15492 546475 9372 575 8797 8123 5996 3994 1809 153 2002 2185 2107 6120 1320 4800 2433 328 1352 969 2367 2127 992 70 2138 383 358 236 1997
is_linear=0
shrinkage=0.05


Tree=498
num_leaves=31
num_cat=0
split_feature=42 37 38 49 40 0 1 46 39 24 30 47 30 22 12 30 26 40 17 41 34 37 35 0 37 26 38 22 25 14
split_gain=8.87072 17.3723 32.7222 22.0749 30.7501 27.1831 24.1007 32.3969 25.9288 28.5967 23.7515 30.6067 36.4185 28.0538 35.3418 23.4614 22.7551 21.1297 21.0183 20.7048 27.846 28.2924 31.8469 24.6257 47.6428 39.7652 36.9847 25.577 30.9067 30.4675
threshold=25.394445727916963 0.44302848314813009 3.1421088974059797 0.40940436345769288 0.39998559289439289 9.8500000000000032 1.5000000000000002 0.13688425484183464 353.738459434704 10.501086782988953 0.16031053254525879 1.0927645638151884 -0.33487168708284049 12.844864147976683 7.8980336740741901 2.8598931666254348 24.724076470261334 0.59804886999006868 92.475093343943897 2.9853837080301333 0.30882383747170733 0.2830849910998316 4.2293901059861998 6.5500000000000007 0.17214463874068525 5.0351866334815165 9.5812936955204915 11.458133038809287 5.5477872937394892 11.61906453106417
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 8 9 10 11 12 -8 15 -15 -12 -11 -6 -10 23 21 -21 -23 27 26 -26 -25 -4 29 -29
right_child=-2 3 19 4 6 -7 7 -9 18 16 13 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0077363813672522187 -0.0038608452838238792 0.0096546344798530154 0.023805772751019087 0.015239852531210128 -0.0069900420003432863 -0.02346912888791813 -0.059961317441392326 -0.025954668323861143 0.058155606409853101 -0.060312369475443696 -0.080547175598221818 -0.025162035119181771 0.079690203685367986 0.21043423770221406 -0.0036748147270084367 0.031434448657507129 0.018899951750038627 0.015059435252094697 0.0058428621631615042 -2.2280394890324999e-05 -0.0037259450363060394 0.020947421045893248 0.0034461660106732137 -0.050527372488962642 0.029057957716207394 -0.0030231424128261222 0.0046166674573252789 0.0027076310036491078 0.012355156305745942 -0.025327203125645244
leaf_weight=1363.7438356932253 1443.6535343728028 1058.6208691476495 223.94245509942994 401.80586693325313 221.5158869321458 51.124777329154313 5.6214895739685735 234.35924471041653 26.497229138854891 41.23013424850069 22.055943380109969 17.869953728106339 27.536122898920439 1.982696909457444 69.033292824751697 5.9362364932894698 11.622003979980944 213.2490691987332 69.730037560220808 31602.934236006833 4757.8745397867169 301.12445936957374 1900.4397133975872 82.621463567134924 118.34451832639752 525.53195673413575 48.11303835734725 521.93950012652203 772.20186438319797 119.01030764722964
leaf_count=10671 9540 6832 832 2410 1139 432 77 2803 166 499 213 159 151 6 570 22 57 858 595 456208 39957 1790 13646 623 570 2863 281 2988 4087 922
internal_value=-3.09933e-06 0.000121165 -0.000117076 0.0041887 0.000117153 0.0108706 -0.00491316 -0.0120345 -0.001128 -0.0112663 -0.00012501 0.0275859 0.0560139 -0.0144069 0.0023029 -0.0567995 -0.0428939 0.00382507 0.0202477 0.000136518 -0.000144563 0.000359505 0.00583994 0.00463091 -0.00271418 0.00287336 -0.0302332 0.00810633 0.00561843 -0.00249782
internal_weight=46261.3 44817.6 42337.8 2479.79 1421.17 452.931 968.239 533.474 299.115 202.888 150.036 51.0276 33.1576 99.0082 71.016 27.9922 52.8521 434.765 96.2273 40974.1 38562.4 33804.5 2201.56 2411.71 774.611 643.876 130.735 1637.09 1413.15 640.95
internal_count=561967 552427 535438 16989 10157 2842 7315 5318 2515 1754 1198 387 228 811 576 235 556 1997 761 524767 511601 471644 15436 13166 4337 3433 904 8829 7997 3910
is_linear=0
shrinkage=0.05


Tree=499
num_leaves=31
num_cat=0
split_feature=36 25 17 42 0 18 26 25 0 8 21 26 7 26 20 40 22 43 33 42 0 20 30 21 26 13 33 37 49 0
split_gain=8.69133 27.3733 24.8471 25.9957 24.406 22.6086 22.5878 21.9439 40.7598 39.9906 34.3652 31.7984 28.934 26.9837 28.7045 33.6648 28.8559 26.6464 26.416 24.8096 28.2123 24.675 34.6389 44.9379 33.0307 26.0599 45.5274 38.6043 32.3784 46.0246
threshold=218.54937179154899 14.168848266338829 35.618638177566602 26.684061473495735 11.350000000000003 5.9902716027384573 1.4669138035303977 3.3199692595304593 8.7500000000000018 1.8750000000000002 3.800063343134096 1.9265560128242261 5.3250000000000011 2.0242781262190461 4.6435818103509812 0.22508506453836294 109.03281840877192 1.286220176898724 93.430625003188808 11.384106238730441 16.550000000000004 1.6706863613398308 0.40010438356920103 7.4780254190820381 28.28177536953044 15.886694349626051 214.30316034129373 0.2442129601930976 0.37618109830992302 8.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 18 10 12 17 13 14 15 -10 -16 -9 -7 -11 -21 22 23 24 -13 27 -27 28 -23 -30
right_child=2 -3 5 -5 -6 7 -8 11 9 19 -12 21 -14 -15 16 -17 -18 -19 -20 20 -22 25 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00083882975529730531 0.0052365669154539303 -0.016545347528124688 -0.023919266077817164 -0.020751795738134446 0.02491508192975592 0.0045863940266611261 0.028627216176976146 -0.006102670605726797 -0.032652324511379657 -0.0076890606875491194 0.022518669671899097 0.047097529763406844 0.055172029197070906 -0.03716618474881437 0.024786058335176095 0.056074084841963856 0.17743862013619047 -0.059117410045285451 -0.0044966866845282593 0.0071353481038041681 -0.012434739482668799 -0.0094258230190267557 -0.0031131790326406825 -0.075010083247512682 -0.098529640036941882 0.0065826012480364295 0.00035701315360134648 0.0055022498284118685 0.0014551799618000719 -0.015095504049490394
leaf_weight=10276.711672771729 1727.1900387796632 285.09600522577239 24.6224435553886 88.093705440172926 173.37864909600466 894.84399715514155 120.73419922008179 58.770263899670681 39.699115185474511 656.72798465494998 424.30607692245394 117.64784421784861 17.430228602490388 62.600762971269432 10.575220993603578 14.630824400694108 4.3770802863291456 39.721711364996736 7589.2288876281818 1182.914493503049 218.11570073431358 1735.4150022668764 116.4403047565138 8.7542946613393706 4.0270782858133307 3918.3089591091702 11721.721330722663 1395.8876731402124 2831.3712760681956 493.21907160858973
leaf_count=130535 10606 6497 269 546 1049 8429 550 3632 1261 3741 2757 2135 196 2284 190 72 103 4167 137014 6601 1294 18349 2297 147 34 38800 138037 9013 27429 3933
internal_value=-2.84578e-06 -0.0012628 0.000370006 0.00580098 0.00703173 4.95403e-05 0.0197262 -3.56924e-05 -0.00185245 0.00358422 0.0152588 0.000864172 -0.00537158 -0.0133733 0.00812507 -0.00875868 0.069473 -0.0274835 -0.00353866 0.000329812 0.00408863 0.000989134 0.0167091 0.0344054 0.0422777 0.000813501 0.00191671 -0.00185914 -0.00388991 -0.00100019
internal_weight=46252.6 10561.8 35690.8 1988.66 1900.57 33702.1 145.357 33556.7 11115.5 2631.38 573.619 22441.3 149.313 131.883 69.2822 54.3299 14.9523 98.492 8484.07 2057.76 1401.03 22342.8 246.87 130.429 121.675 22095.9 15640 6455.89 5060.01 3324.59
internal_count=561967 137032 424935 12201 11655 412734 819 411915 163942 18499 6863 247973 4106 3910 1626 1333 293 7799 145443 11636 7895 240174 4613 2316 2169 235561 176837 58724 49711 31362
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
Column_0=986
Column_26=983
Column_8=728
Column_22=649
Column_31=552
Column_38=537
Column_21=497
Column_47=486
Column_33=466
Column_16=447
Column_37=411
Column_43=405
Column_12=395
Column_7=383
Column_40=378
Column_34=369
Column_25=350
Column_35=346
Column_23=340
Column_36=332
Column_39=321
Column_42=314
Column_17=306
Column_24=299
Column_49=272
Column_28=271
Column_1=270
Column_45=252
Column_29=222
Column_19=217
Column_30=206
Column_13=201
Column_20=199
Column_18=196
Column_41=189
Column_46=186
Column_14=182
Column_9=180
Column_15=179
Column_32=179
Column_27=165
Column_4=83
Column_3=46
Column_6=24
Column_2=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 500]
[learning_rate: 0.05]
[num_leaves: 31]
[num_threads: 56]
[seed: 42]
[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: 400]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[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: 17869]
[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]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[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]
[parser_config_file: ]
[objective_seed: 16083]
[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: ]
[lambdarank_position_bias_regularization: 0]
[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:null
