tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=150
objective=regression
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 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143 Column_144 Column_145 Column_146 Column_147 Column_148 Column_149 Column_150
feature_infos=[1.0000003385357559e-05:0.91731268167495728] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.80318379402160645] [1.0000003385357559e-05:0.14415885508060455] [1.0000003385357559e-05:0.1824355274438858] [1.0000003385357559e-05:0.99194800853729248] [1.0000003385357559e-05:0.16452647745609283] [1.0000003385357559e-05:0.30075559020042419] [1.0000003385357559e-05:0.19194278120994568] [1.0000003385357559e-05:0.22816647589206696] [1.0000003385357559e-05:0.92415183782577515] [1.0000003385357559e-05:0.98146343231201172] [1.0000003385357559e-05:0.51562994718551636] [1.0000003385357559e-05:0.075868174433708191] [1.0000003385357559e-05:0.98902308940887451] [1.0000003385357559e-05:0.93246334791183472] [1.0000003385357559e-05:0.9073222279548645] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.99900949001312256] [1.0000003385357559e-05:0.99959272146224976] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.50782185792922974] [1.0000003385357559e-05:0.090102985501289368] [1.0000003385357559e-05:0.86340165138244629] [1.0000003385357559e-05:0.71860438585281372] [1.0000003385357559e-05:0.71860438585281372] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.97632056474685669] [1.0000003385357559e-05:0.9845854640007019] [1.0000003385357559e-05:0.95664423704147339] [1.0000003385357559e-05:0.28777784109115601] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.60767316818237305] [1.0000003385357559e-05:0.92631375789642334] [1.0000003385357559e-05:0.4765896201133728] [1.0000003385357559e-05:0.84797775745391846] [1.0000003385357559e-05:0.994098961353302] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.60019838809967041] [1.0000003385357559e-05:0.90466052293777466] [1.0000003385357559e-05:0.77730989456176758] [1.0000003385357559e-05:0.051855459809303284] [1.0000003385357559e-05:0.94500470161437988] [1.0000003385357559e-05:0.88404929637908936] [1.0000003385357559e-05:0.9845854640007019] [1.0000003385357559e-05:0.67918872833251953] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.69265198707580566] [1.0000003385357559e-05:0.92631375789642334] [1.0000003385357559e-05:0.73716819286346436] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.99955171346664429] [1.0000003385357559e-05:0.93992334604263306] [1.0000003385357559e-05:0.85967373847961426] [1.0000003385357559e-05:0.99445509910583496] [1.0000003385357559e-05:0.18714269995689392] [1.0000003385357559e-05:0.16886694729328156] [1.0000003385357559e-05:0.17782086133956909] [1.0000003385357559e-05:0.98029088973999023] [1.0000003385357559e-05:0.73106861114501953] [1.0000003385357559e-05:0.99876517057418823] [1.0000003385357559e-05:0.30075559020042419] [1.0000003385357559e-05:0.23935934901237488] [1.0000003385357559e-05:0.62246936559677124] [1.0000003385357559e-05:0.048867780715227127] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.98256754875183105] [1.0000003385357559e-05:0.23935934901237488] [1.0000003385357559e-05:0.89331942796707153] [1.0000003385357559e-05:0.44553956389427185] [1.0000003385357559e-05:0.88404929637908936] [1.0000003385357559e-05:0.99955171346664429] [1.0000003385357559e-05:0.97325074672698975] [1.0000003385357559e-05:0.9926641583442688] [1.0000003385357559e-05:0.095359459519386292] [1.0000003385357559e-05:0.61509788036346436] [1.0000003385357559e-05:0.11597072333097458] [1.0000003385357559e-05:0.98867827653884888] [1.0000003385357559e-05:0.68595945835113525] [1.0000003385357559e-05:0.80807721614837646] [1.0000003385357559e-05:0.78267252445220947] [1.0000003385357559e-05:0.93992334604263306] [1.0000003385357559e-05:0.90991699695587158] [1.0000003385357559e-05:0.9591643214225769] [1.0000003385357559e-05:0.98505294322967529] [1.0000003385357559e-05:0.95258414745330811] [1.0000003385357559e-05:0.36297920346260071] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.98505294322967529] [1.0000003385357559e-05:0.99673694372177124] [1.0000003385357559e-05:0.040855713188648224] [1.0000003385357559e-05:0.28141561150550842] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.82672178745269775] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.46102678775787354] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.95258414745330811] [1.0000003385357559e-05:0.96037119626998901] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.98410362005233765] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.8991314172744751] [1.0000003385357559e-05:0.39982163906097412] [1.0000003385357559e-05:0.99904024600982666] [1.0000003385357559e-05:0.87060725688934326] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.30075559020042419] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.79819679260253906] [1.0000003385357559e-05:0.99825537204742432] [1.0000003385357559e-05:0.58511114120483398] [1.0000003385357559e-05:0.36297920346260071] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.57750540971755981] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.029322227463126183] [1.0000003385357559e-05:0.055015292018651962] [1.0000003385357559e-05:0.98146343231201172] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.63704079389572144] [1.0000003385357559e-05:0.99907004833221436] [1.0000003385357559e-05:0.95115220546722412] [1.0000003385357559e-05:0.31406053900718689] [1.0000003385357559e-05:0.96037119626998901] [1.0000003385357559e-05:0.54674816131591797] [1.0000003385357559e-05:0.99030154943466187] [1.0000003385357559e-05:0.065614834427833557] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.72488027811050415] [1.0000003385357559e-05:0.54674816131591797] [1.0000003385357559e-05:0.055015292018651962] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.20690405368804932] [1.0000003385357559e-05:0.72488027811050415] [1.0000003385357559e-05:0.99720907211303711] [1.0000003385357559e-05:0.075868174433708191] [1.0000003385357559e-05:0.97483116388320923] [1.0000003385357559e-05:0.83549356460571289] [1.0000003385357559e-05:0.61509788036346436] [1.0000003385357559e-05:0.55448043346405029] [1.0000003385357559e-05:0.8991314172744751] [1.0000003385357559e-05:0.97558695077896118] [1.0000003385357559e-05:0.49219813942909241] [1.0000003385357559e-05:0.89331942796707153] [1.0000003385357559e-05:0.77730989456176758] [1.0000003385357559e-05:0.91731268167495728] [1.0000003385357559e-05:0.36297920346260071]
tree_sizes=3377 3508 3524 3511 3523 3506 3505 3522 3516 3526 3529 3527 3516 3511 3520 3508 3524 3515 3529 3524 3529 3532 3508 3518 3520 3556 3525 3541 3538 3531 3542 3538 3534 3531 3536 3538 3547 3537 3541 3551 3530 3544 3544 3551 3557 3565 3547 3535 3557 3555 3560 3543 3549 3552 3577 3569 3579 3580 3551 3564 3580 3572 3572 3575 3571 3570 3558 3561 3558 3576 3577 3585 3568 3569 3570 3584 3574 3569 3583 3562 3581 3582 3566 3572 3574 3572 3578 3590 3583 3584 3559 3574 3587 3575 3587 3568 3556 3576 3569 3566 3578 3582 3567 3567 3575 3581 3578 3586 3563 3586 3582 3575 3560 3116 3553 3578 3570 3581 3563 3585 3555 3573 3577 3575 3580 3565 3566 3592 3588 3592 3587 3590 3580 3571 3575 3589 3581 3574 3572 3559 3574 3568 3577 3579 3564 3586 3583 3571 3577 3575 3577 3559 3570 3577 3575 3581 3584 3593 3583 3588 3572 3573 3587 3588 3575 3586 3565 3585 3577 3578 3585 3590 3574 3562 3571 3569 3574 3581 3574 3583 3576 3593 3585 3576 3585 3583 3563 3565 3578 3612 3568 3586 3591 3583 3558 3581 3596 3571 3575 3579 3578 3591 3594 3579 3579 3567 3587 3568 3581 3567 3583 3591 3587 3593 3574 3574 3568 3589 3577 3591 3568 3565 3585 3590 3573 3587 3590 3571 3572 3584 3560 3571 3582 3579 3559 3570 3584 3574

Tree=0
num_leaves=31
num_cat=0
split_feature=140 75 75 117 50 4 140 50 71 53 98 101 131 80 148 80 8 80 7 123 27 21 124 148 109 136 107 52 105 39
split_gain=89.3591 32.6825 21.2013 13.6748 10.4806 9.77853 9.36643 7.20361 5.77384 5.76534 5.35395 4.90829 4.09143 4.06877 3.97301 3.67082 3.55288 3.32793 3.30457 3.21143 3.08699 2.94561 4.0107 2.81377 3.06387 2.72844 2.64102 2.5638 2.47674 2.45506
threshold=0.01884530205279589 0.0010918468469753864 0.00093549740267917525 0.012636432424187662 0.076978169381618514 0.00096484774257987748 0.0051502294372767219 0.015200819820165636 0.055838862434029586 0.00244467705488205 0.010180860292166473 0.14610802382230761 0.0027679565828293566 0.0010585968848317864 0.0079489401541650313 0.011880517937242987 0.0035485138650983576 0.0022272822679951791 0.0072436286136507997 0.00047558375808876013 0.0011980500421486797 0.0022975050378590827 0.0026012937305495147 0.00087947337306104611 0.004017772153019906 0.00075379351619631063 0.015675474889576439 0.00899649551138282 0.00052132029668428015 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 15 11 12 14 -3 26 17 27 -6 20 28 29 -1 -11 -8 -5 22 -21 -15 -25 -12 -4 -7 -2 -9
right_child=2 3 10 8 13 7 19 16 -10 18 25 -13 -14 23 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.2457738641057601 0.25855897533965527 0.24193748534090806 0.24988050120728364 0.26050027154210875 0.25322430830952086 0.25876822061402904 0.25318928304744304 0.27399554709807605 0.25993199391371374 0.24725214501145579 0.25579974297229457 0.26302514100928243 0.25214775484853186 0.2715834029515764 0.24648900674977731 0.26681914627320513 0.26354085506352032 0.25376676672654164 0.24193477369843228 0.27173648213661028 0.25048166960483514 0.25304349203027277 0.25580072906275131 0.25149753167541822 0.2647725641120266 0.26781023985214536 0.25773595362537577 0.26635678861932416 0.25144079626432186 0.26318676439580585
leaf_weight=765.02602553367615 307.94915747642517 1527.7379062175751 617.91767048835754 100.80749750137329 139.19536089897156 186.54901647567749 816.52869415283203 307.48994016647339 142.88715767860413 1390.900810956955 121.60668873786926 51.298121929168701 100.11967206001282 80.375279903411865 577.60469627380371 87.484143495559692 177.12400698661804 156.94445896148682 369.8895149230957 79.847880363464355 324.04787468910217 104.75196385383606 78.105255842208862 64.09407639503479 135.04434680938721 77.371308565139771 129.40337777137756 275.93621039390564 202.60161185264587 63.360129117965698
leaf_count=438 122 958 303 38 65 75 381 97 58 737 54 21 43 25 324 30 67 72 230 26 158 49 33 30 47 27 54 94 100 24
internal_value=0.251389 0.248392 0.259185 0.245824 0.252999 0.26251 0.251529 0.265286 0.250529 0.244185 0.253181 0.247972 0.261312 0.260209 0.249189 0.257356 0.269366 0.247134 0.246135 0.254736 0.252859 0.259545 0.263857 0.263687 0.2605 0.26047 0.251241 0.263296 0.255734 0.272149
internal_weight=0 6905.09 2654.91 4433.88 2471.21 1708.61 2052.5 1110.58 1145.35 3288.53 946.299 973.269 562.605 418.709 1002.46 598.035 547.974 921.97 1760.79 1079.23 424.855 262.705 157.953 279.514 199.138 198.978 747.321 462.485 510.551 370.85
internal_count=4780 3690 1090 2503 1187 652 1020 400 578 1925 438 531 212 167 520 252 188 510 967 489 196 108 59 102 77 81 357 169 222 121
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=75 140 140 80 80 117 98 50 50 53 80 131 29 101 99 30 114 50 101 149 53 107 139 72 0 140 53 95 106 60
split_gain=83.6665 31.6729 20.4128 16.3293 11.7663 8.61192 7.44991 6.4422 5.2382 5.13951 3.79942 3.62737 3.48323 4.56241 3.34955 3.11262 2.89826 3.53101 2.8318 2.6797 2.60981 2.58333 2.8592 2.38833 2.36291 2.32073 2.90396 2.29732 2.92618 3.4361
threshold=0.00093549740267917525 0.021960759535431865 0.0068083447404205808 0.015200819820165636 0.0010585968848317864 0.012636432424187662 0.012636432424187662 0.028884131461381916 0.028884131461381916 0.013032016810029747 0.052634395658969886 0.0013146653072908523 0.021960759535431865 0.018276390619575981 0.0022272822679951791 0.00044738779251929378 0.000490355829242617 0.00899649551138282 0.0072436286136507997 0.012636432424187662 0.0048403022810816774 0.00244467705488205 0.00057154725072905432 0.00017767510871635753 0.00017767510871635753 0.010180860292166473 0.013032016810029747 0.00087947337306104611 0.079227816313505187 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 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 27 16 9 19 -3 -4 -5 14 13 -8 -9 -7 17 -2 -10 23 -13 -11 -23 24 -6 26 -25 28 29 -1
right_child=2 3 6 10 7 15 12 11 18 21 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0061056317901689305 -0.0068587577800060823 0.0047393490285108746 -0.0037358301773999882 0.014412314576993013 0.015691116002626234 0.0030715326122258556 0.00012756468118324513 0.0060874153764090312 0.0092485765879350337 -0.0079282189143678652 0.022646518091015519 -0.0049182630982247243 0.013753246373730954 0.015534540546744309 0.015897482961066287 -0.0040519526519023413 -0.0087953100902831548 0.0040262955223692798 0.019722878535211156 -0.0028601343267689711 0.0094813020944333366 0.0031429366082390839 -0.010267924031173874 -0.0034082250779144067 0.0028919066169343175 0.0061441772470830699 0.0081281291698485011 0.00079108393100387462 0.008424405730594239 0.0065475266747031169
leaf_weight=519.93165802955627 295.75078582763672 672.56267595291138 1267.6658017635345 342.13988494873047 76.316509485244751 227.25302577018738 257.11025285720825 140.5710117816925 190.44736099243164 67.144169569015503 237.22749519348145 62.511877775192261 99.01875114440918 59.094810962677002 228.37600708007812 471.54526376724243 2034.0253584384918 99.592272520065308 97.596978425979614 183.7977147102356 63.360129117965698 661.07419013977051 42.286207914352417 221.08465719223022 68.359394550323486 230.21087527275085 72.418164968490601 466.61418056488037 45.08363151550293 59.828758239746094
leaf_count=304 171 277 675 120 29 105 126 55 75 39 75 33 34 21 77 259 1262 44 33 95 24 284 27 113 33 92 29 224 18 27
internal_value=0 0.00554036 -0.00394907 0.0111542 0.00199504 -0.0066269 -0.000534752 0.00512149 0.00715565 -0.00177836 0.0177839 0.0096593 0.00556962 0.00300694 0.0121598 -0.00173536 -0.00803393 -0.00411667 0.0127975 0.00248662 0.00233004 0.00144216 0.00233667 0.00395691 0.00964349 0.00238599 -0.000561773 -0.00186342 -0.00384572 -0.00479988
internal_weight=0 3978.44 5581.56 1539.97 2438.46 3128.17 2453.39 1347.01 960.607 2038.17 579.367 494.819 415.224 316.205 368.947 698.798 2429.37 395.343 288.044 852.187 125.872 770.505 703.36 668.39 144.676 523.714 293.503 1091.46 624.844 579.76
internal_count=4780 1733 3047 580 1153 1841 1206 580 385 1025 195 189 181 147 132 364 1477 215 108 391 57 350 311 296 62 234 142 573 349 331
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=7 53 50 50 80 29 147 80 80 53 117 53 140 7 39 129 32 20 76 99 91 117 76 116 53 115 33 50 100 101
split_gain=64.3628 39.9184 19.655 16.3668 15.9519 12.0855 5.04666 4.37494 4.31839 4.30849 3.74424 3.65507 3.38947 3.05364 2.92297 2.89261 2.65971 2.63169 3.03565 3.14153 2.46123 2.43425 2.43395 2.42835 2.41615 2.39506 2.63901 2.3345 2.20534 2.20499
threshold=0.0010918468469753864 0.0056525857653468856 0.037906534969806678 0.028884131461381916 0.011880517937242987 0.0036604277556762104 0.0045489775948226461 0.0028552538715302949 0.00062670491752214741 0.059226244688034065 0.034632634371519096 0.015675474889576439 0.0051502294372767219 0.0037758676335215573 0.00093549740267917525 0.0015833032084628942 0.00017767510871635753 0.00090704852482303988 0.0013146653072908523 0.00085274505545385193 0.0035485138650983576 0.016668972559273246 0.00017767510871635753 0.0016846025246195497 0.0056525857653468856 0.0020292587578296666 0.0020932231564074759 0.26590165495872503 0.00017767510871635753 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 13 22 27 -1 14 11 20 21 24 -4 -9 25 18 -14 -20 -7 -3 28 -12 -2 26 -10 -5 -6 -18
right_child=5 2 9 7 6 10 -8 15 16 -11 23 -13 17 -15 -16 -17 29 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0058041743066801392 -0.0073433805204138024 -0.005482148222632802 0.015667213029951298 0.00090740288484168112 0.016441394624237427 -0.0028938643840089508 -0.0018634411216834961 0.013753174894070764 0.011104261989015325 0.022784499421098899 0.012521618299221811 0.00058073736051939158 0.0036209291879857435 -0.010243965926217714 0.0078839597895660283 0.00029052461425425376 -0.0049473134523409443 0.00094433034938509709 0.0051796013653423482 0.016466799528072059 -0.0070915408499572681 0.0063932688122585448 0.017780406484347876 0.00046751764518679681 -0.00060212428480371316 -0.0045402642135940396 -0.00060252102815035744 0.0092148404491136753 0.0073375182186306166 0.0008515521021156613
leaf_weight=972.14562511444092 655.32091808319092 183.10988926887512 337.87456679344177 403.04750370979309 108.76461243629456 980.6521999835968 55.403014183044434 186.34246873855591 110.92033243179321 139.10311722755432 58.567411422729492 488.78902268409729 712.89971160888672 855.03486371040344 187.60381555557251 50.770722389221191 426.78248405456543 546.09508728981018 144.14850449562073 107.70981335639954 542.31304788589478 56.457813262939453 234.22352385520935 145.77682495117188 166.73644208908081 73.886059522628784 85.053693532943726 107.02198791503906 171.27649021148682 266.16828870773315
leaf_count=559 391 100 117 193 34 517 28 68 41 43 22 230 304 563 73 22 233 247 63 36 317 26 77 71 83 41 42 41 67 131
internal_value=0 0.00340049 0.00737863 -0.00102635 0.00520703 -0.00494966 0.0124745 0.00525905 -0.00345346 0.0149598 -0.00252621 -0.00318123 0.00284185 -0.00815198 0.0128885 0.0108705 -0.00107995 0.00371798 0.00528799 0.0100067 -0.00438862 -0.00268352 0.0140192 0.00392236 -0.00597606 0.00313118 0.00602346 0.00265046 0.0108734 -0.00271992
internal_weight=0 5666.81 2984.67 2682.14 2320.09 3893.19 569.668 747.183 1934.96 664.581 2216.1 2011.75 1750.42 1677.09 525.478 237.113 962.811 1510.85 964.758 251.858 1522.97 239.568 514.265 204.344 822.057 269.86 195.974 510.069 280.041 692.951
internal_count=4780 2586 1215 1371 982 2194 206 324 1047 233 1157 1064 776 1037 190 90 488 650 403 99 834 126 178 93 474 124 83 234 101 364
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=0
split_feature=140 50 75 80 140 75 30 117 117 98 72 4 82 117 101 32 98 107 43 80 101 136 28 29 103 50 99 52 80 122
split_gain=66.911 23.9231 15.6893 14.8408 14.7485 8.5271 5.58318 6.34262 4.72856 4.22668 3.23501 4.30779 3.98885 3.17065 3.10533 3.07232 2.54258 2.3985 2.68832 2.33607 2.33317 3.01755 2.27627 2.25234 2.23596 2.17079 2.15936 2.13154 2.11588 2.11025
threshold=0.01884530205279589 0.028884131461381916 0.00093549740267917525 0.015200819820165636 0.0051502294372767219 0.00093549740267917525 0.00096484774257987748 0.12087306752800943 0.066585760563611998 0.010180860292166473 0.0042751494329422721 0.00087947337306104611 0.0070226341485977182 0.0084566329605877417 0.14610802382230761 0.00017767510871635753 0.0084566329605877417 0.0079489401541650313 0.024810968898236755 0.00090704852482303988 0.05109804309904576 0.00068727668258361529 0.00085274505545385193 0.013439828064292671 0.0015833032084628942 0.26590165495872503 0.0056525857653468856 0.00096484774257987748 0.0084566329605877417 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 6 20 7 14 17 23 11 19 26 -7 -1 16 -5 18 22 -3 21 27 -2 -4 -15 28 -12 -6 -13 -19
right_child=2 10 9 15 5 13 -8 -9 -10 -11 12 25 -14 24 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0050444939509560645 0.0033400313783921521 -0.0011854486835685032 -0.0028841871463004924 0.015076829883339901 0.0053157118597055991 -0.0050149664888341087 -0.0080477796040845911 0.01149821246275495 0.014754701624472944 0.0080572280291137926 -0.0057239381885525534 0.0055166704184024052 0.011507423713464165 6.0968029022642399e-05 0.0071699253888368817 0.011818935167649756 0.023739033481664576 0.0060295969505044901 0.012861551627609508 0.0064514780643209549 0.013835688620144887 0.0085900707110011972 -0.0049908160030911752 0.0026057001213140767 -0.0098183499251819281 0.01905633336178713 0.00213504988211636 -0.0010298826149322264 0.015862022038461154 0.014854776535858935
leaf_weight=1337.8380041122437 386.62793469429016 193.38315010070801 374.17689347267151 182.76497602462769 189.23213601112366 947.56239342689514 1755.9775488376617 64.254502296447754 141.25883722305298 198.97799730300903 164.83339166641235 169.69429159164429 70.102019071578979 724.25183296203613 54.141667366027832 253.07354283332825 157.9070143699646 339.18203544616699 59.094810962677002 207.66905951499939 47.560203313827515 158.84750938415527 104.06413841247559 373.1441547870636 62.191025972366333 61.571382761001587 186.0677387714386 440.17402029037476 69.735045433044434 84.640598058700562
leaf_count=760 165 99 196 60 81 528 1087 26 50 81 94 70 26 349 23 93 48 133 21 83 17 61 54 161 41 20 87 215 23 28
internal_value=0 -0.00259376 0.00674605 0.00960653 -0.00389081 -0.00106752 -0.00614948 -0.00386045 0.00620586 0.00158123 0.00408403 0.00616212 0.000618669 -0.00306715 -0.00456941 0.0159919 0.0190919 0.00496553 0.0027866 0.00276903 0.00308097 0.00243207 0.00157326 -0.000143037 -0.000720277 0.0106831 -0.00155666 0.000877932 0.00852981 0.00779205
internal_weight=0 6905.09 2654.91 1708.61 5782.03 2569.82 3212.21 1456.23 1114.87 946.299 1123.06 702.053 421.003 1734.01 1391.98 593.746 340.672 973.61 549.787 401.052 835.814 788.254 490.692 747.321 786.443 301.001 350.901 629.406 239.429 423.823
internal_count=4780 3690 1090 652 3188 1292 1896 809 451 438 502 295 207 918 783 201 108 401 240 182 374 357 219 357 390 113 181 296 93 161
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=0
split_feature=75 140 80 140 117 80 71 101 53 80 73 117 133 144 50 21 147 107 101 121 29 96 52 40 72 108 98 86 101 71
split_gain=62.5233 24.8018 15.2423 14.2106 6.34154 6.03497 6.03197 5.48622 5.30416 4.34895 4.31983 4.29255 4.03101 3.06638 2.88867 2.86749 2.79749 2.69241 2.66118 2.63592 2.59931 2.58681 2.57112 2.52649 2.45897 2.38625 2.17582 2.23804 2.26362 2.14016
threshold=0.0010918468469753864 0.011880517937242987 0.015200819820165636 0.0068083447404205808 0.04673989117145539 0.00075379351619631063 0.055838862434029586 0.14610802382230761 0.011169348377734424 0.052634395658969886 0.0032328735105693345 0.034632634371519096 0.0033348383149132137 0.0072436286136507997 0.007706565549597145 0.00099512818269431613 0.00068727668258361529 0.0012357163941487672 0.14610802382230761 0.0053125319536775359 0.021960759535431865 0.00080172589514404546 0.0070226341485977182 0.00060774214216507982 0.00064626874518580746 0.021960759535431865 0.0011261500185355546 0.00017767510871635753 0.0022272822679951791 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 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 10 17 18 8 12 26 14 11 22 16 20 -4 -8 21 -3 -1 -12 -10 -7 25 -16 -23 -2 -5 28 -28 -13
right_child=3 2 9 6 -6 7 15 -9 13 -11 19 29 -14 -15 23 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0032461304458918498 -0.0066959583403657947 -0.0011220658909562341 0.0041865002124619674 -0.0069274200604223478 0.012587470022603145 0.013025365834808612 0.013083244825482038 0.016207943685441092 0.00050986744563251299 0.019452526854945602 -0.0083071287782443149 -0.0010756258143113056 -0.0012070468399551647 -0.0070853203856121594 0.019258070676449759 0.0017438097139301678 0.0010719431300023176 0.0049709658264276589 0.010466606512366363 -0.0018868616164286524 0.0067071699199320019 -0.0061509484351652474 0.00014908412631672817 0.010152381554660236 0.0082619377969801958 0.00079854897110468088 -0.0016807609387854726 -0.0041121120864120514 0.008815946339221066 0.011534919629113223
leaf_weight=848.61182451248169 892.82514429092407 215.71841812133789 109.33813381195068 374.95696258544922 255.55011463165283 146.57895445823669 106.65501427650452 72.051191329956055 589.43609428405762 254.08222007751465 1470.3857197761536 74.413459062576294 512.27133345603943 97.528796195983887 122.24839234352112 116.81397104263306 238.09980797767639 1136.5619192123413 36.919968843460083 179.37197065353394 237.31973886489868 44.762779712677002 220.87810945510864 202.14239454269409 87.323717594146729 120.55188965797424 153.41308808326721 504.56688809394836 77.210882663726807 61.410956859588623
leaf_count=468 532 101 44 213 92 51 38 26 272 80 930 40 252 59 38 52 114 469 15 96 97 26 106 75 34 56 75 274 31 24
internal_value=0 0.004489 0.00802881 -0.00364229 0.00536405 0.000398562 -0.000641805 0.00286995 -0.00149832 0.014258 -0.00588572 -0.00381058 0.00193605 0.00129966 0.0112149 0.00715578 0.00505182 0.00399899 -0.00267441 -0.00760908 0.0022888 0.00845234 -0.00473899 0.0135839 0.00337756 -0.00580441 -0.00382785 -0.00224703 0.00183344 0.00462604
internal_weight=0 4282.26 2295.64 5277.74 1607.83 1986.62 2257.9 1101.09 2034.43 687.811 3019.84 1370.08 1029.04 924.285 433.729 223.469 516.765 1352.28 885.532 1649.76 826.756 278.665 1234.26 324.391 132.086 1013.38 1110.15 735.191 230.624 135.824
internal_count=4780 1885 899 2895 662 986 1111 503 1021 237 1784 758 477 428 157 90 225 570 483 1026 369 111 694 113 60 588 593 380 106 64
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=0
split_feature=75 80 29 50 4 117 98 80 20 105 133 38 140 147 42 29 140 117 91 86 50 10 9 7 117 129 53 94 18 124
split_gain=56.5476 30.5456 12.8022 7.30716 5.4451 5.4244 5.15778 3.81241 3.70922 3.60711 3.54892 3.42733 3.39242 3.37126 3.00175 2.94074 2.58736 2.5431 2.78051 2.53527 4.82931 2.50691 2.41564 2.39759 2.28387 2.2229 2.0508 2.30389 2.04438 3.07421
threshold=0.00093549740267917525 0.011880517937242987 0.0036604277556762104 0.018276390619575981 0.00077738583786413084 0.12087306752800943 0.010180860292166473 0.00062670491752214741 0.00080172589514404546 0.0025217677466571335 0.002945306478068233 0.0010263677686452868 0.0038949446752667431 0.00043393640953581786 0.004017772153019906 0.021960759535431865 0.039062514901161201 0.04673989117145539 0.000490355829242617 0.0013986918493174019 0.028884131461381916 0.022641776129603389 0.00087947337306104611 0.0013986918493174019 0.034632634371519096 0.00066645268816500913 0.015675474889576439 0.0010918468469753864 0.0015833032084628942 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 19 23 12 14 25 17 -11 -1 -8 -4 28 -16 18 -9 20 26 -15 -22 -2 -24 -3 -6 -28 29 -5
right_child=2 9 3 15 5 -7 13 10 -10 11 -12 -13 -14 21 16 -17 -18 -19 -20 -21 22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0050353470307050903 -0.0046116814549221731 0.016463888502983116 -0.0023853403486362771 0.010221759983693823 0.00063740164979590838 0.016863271636638096 0.013210474142109983 0.0078606064058181439 -0.0042443484302907694 0.0037269289396280134 -0.00060335730252664664 0.016448473951124667 0.0015791921733176698 -0.0042197525219754214 0.00093650681205485601 0.010093222982916455 0.010514975339799688 0.013979595328181525 -0.00048636493420258056 -0.0066742872320890816 0.011596937701315854 0.0086761124755027185 -0.0015431760521433786 -0.0082105154167251265 0.011535451336912231 0.0073826794485134656 0.0012688053443765219 0.010488879577753456 -0.0041816974146145682 0.00042640471468808027
leaf_weight=443.36247897148132 708.15511679649353 506.05484199523926 800.22543025016785 119.08399510383606 625.14083814620972 84.640598058700562 41.345712900161743 215.83272218704224 1298.6239497661591 159.21448302268982 448.86508250236511 79.320480823516846 344.43397045135498 229.66141533851624 426.11671900749207 139.67663860321045 84.480172157287598 75.949535846710205 185.54033923149109 55.24258828163147 265.13555002212524 45.08363151550293 86.635892152786255 1335.730406999588 54.302093267440796 77.738282203674316 136.51224136352539 134.5169472694397 108.69643020629883 244.68127202987671
leaf_count=257 398 164 423 44 293 28 14 86 705 64 217 27 160 130 201 53 32 26 88 32 96 18 39 849 19 30 59 48 60 120
internal_value=0 0.0045548 -0.00324658 -0.00119706 0.00231848 0.0045826 -0.00604438 0.000413479 -0.0023504 0.0131379 0.0025883 0.00795725 -0.00214339 -0.0001005 -0.000474086 0.00371947 0.0025213 0.00558968 0.0040021 0.00381688 0.00426193 -0.00210364 0.00878527 -0.00696361 0.0034959 0.0152546 0.00221231 0.0058449 0.00183517 0.00363306
internal_weight=0 3978.44 5581.56 3221.58 3156.11 1442.13 2359.98 1713.98 2609.45 822.328 926.188 238.535 787.796 316.091 1310.82 612.138 510.597 477.323 401.373 1357.49 1302.24 274.745 406.074 2043.89 140.938 583.793 896.17 271.029 472.462 363.765
internal_count=4780 1733 3047 1638 1448 614 1409 834 1361 285 417 91 417 162 656 277 233 200 174 586 554 148 154 1247 58 194 400 107 224 164
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=140 140 50 98 75 72 101 99 8 50 148 53 92 20 80 40 80 53 116 76 47 7 117 69 85 112 40 94 1 31
split_gain=50.4314 19.1759 14.204 14.0076 5.84741 5.3969 5.35066 4.62035 5.18413 3.72914 3.44935 3.43358 3.3726 3.2835 3.16131 3.05393 3.35209 3.03702 2.57224 2.51579 2.3664 2.30656 2.26653 2.6275 2.12725 2.08739 2.07716 2.05432 1.94909 1.93066
threshold=0.00899649551138282 0.076978169381618514 0.021960759535431865 0.019431582652032379 0.0048403022810816774 0.0037758676335215573 0.14610802382230761 0.0011615398107096555 0.0035485138650983576 0.015200819820165636 0.010180860292166473 0.015675474889576439 0.0060143163427710542 0.00080172589514404546 0.052634395658969886 0.013439828064292671 0.0025217677466571335 0.0028552538715302949 0.00017767510871635753 0.00070876078098081063 0.019431582652032379 0.001792412775103003 0.0084566329605877417 0.0030382014811038975 0.0016331639490090313 0.00073092587990686308 0.0017376682371832433 0.0062037324532866487 0.0098710241727530974 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 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 5 6 13 11 18 -9 14 17 -1 -10 15 20 16 -2 21 -5 -18 -3 29 -7 24 27 -19 -11 -24 -14 -4
right_child=1 9 10 7 -6 22 -8 8 12 26 -12 -13 28 -15 -16 -17 19 25 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0041619672780689983 0.001031111544684473 -0.00049390896227151457 0.0036269431579750962 0.009348382454345789 -0.0068042672447057029 -0.0045601127852926684 0.0093785141040379459 0.015061750533155291 0.0098370058844623066 0.017890034644933564 -0.0037276348204213642 0.001807713247331302 -0.005600350618118536 -0.00018274276903598599 0.016516501077454712 -0.0043835813162465473 0.0052228036928993037 0.010983541298751438 -0.0034772089835556686 0.012310849164463546 0.0087553318017724608 -0.010497085421458939 0.0018217220603326308 -0.0043784899336153328 -0.0036572464210343596 0.0016979032337108371 0.0086432704021244464 0.011536326662751225 0.0070108497320804791 -0.0066730588530717061
leaf_weight=2072.7541329860687 368.39755892753601 99.592272520065308 370.1401834487915 59.989184141159058 1767.5121564865112 492.50488090515137 83.952772617340088 296.16188025474548 215.09877490997314 229.95820569992065 193.06229829788208 272.54320502281189 74.940858602523804 746.58710098266602 89.960715293884277 97.482674360275269 511.55944657325745 184.76027011871338 112.22780108451843 165.74982523918152 226.26640892028809 38.020889759063721 143.98807859420776 195.53887009620667 87.530265331268311 90.006837129592896 82.530999898910522 87.484143495559692 51.825521469116211 51.871643304824829
leaf_count=1159 170 44 163 23 1091 271 33 100 80 74 107 130 39 351 29 48 209 71 57 59 81 24 67 106 41 40 32 30 20 31
internal_value=0 0.00390353 -0.00337852 0.00244631 -0.00461626 0.000820826 -0.00302427 0.00825782 0.0102195 0.0113207 0.00221984 -0.00346824 0.00602452 0.00239626 0.00821916 0.00408054 0.00486958 0.00378249 0.000990392 0.00695738 0.00592848 0.00129823 -0.00213556 0.00018515 0.00298252 0.0079418 0.0154479 0.00549332 -0.000444551 0.00236092
internal_weight=0 4435.38 5124.62 3707.07 4196.76 2896.82 2429.25 810.244 638.027 728.309 927.862 2345.3 341.865 1889.78 415.819 1143.19 1045.71 734.8 172.217 677.309 325.859 460.033 1007.05 514.541 319.002 274.767 312.489 231.472 126.766 422.012
internal_count=4780 1931 2849 1671 2413 1352 1322 319 239 260 436 1289 139 837 154 486 438 329 80 268 125 218 515 244 138 111 106 97 59 194
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=75 80 53 80 71 50 7 39 29 103 105 140 60 55 25 43 90 91 101 50 30 54 117 91 118 94 21 8 34 143
split_gain=46.7624 25.5859 12.0939 8.26927 7.64344 5.85297 4.20143 3.70534 3.48474 3.28519 3.13132 2.94334 2.99944 2.72991 2.70493 3.38661 2.86872 2.50654 2.69994 2.38344 2.35252 2.25893 2.19627 2.12009 2.19312 2.09115 2.11001 2.30782 2.01038 1.9771
threshold=0.00093549740267917525 0.011880517937242987 0.0095705352723598498 0.0010585968848317864 0.045367386192083366 0.028884131461381916 0.002945306478068233 0.0010918468469753864 0.0036604277556762104 0.00037263428384903824 0.0019672545604407792 0.0038949446752667431 0.0070226341485977182 0.00044738779251929378 0.00090704852482303988 0.00017767510871635753 0.0010918468469753864 0.0035485138650983576 0.028020657598972324 0.0045489775948226461 0.00057154725072905432 0.035692447796463973 0.034632634371519096 0.0022272822679951791 0.00064626874518580746 0.0016846025246195497 0.000490355829242617 0.0031340263085439806 0.032603342086076743 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 8 10 13 19 20 -7 -5 12 -1 14 28 -16 -17 18 -11 -3 -2 -13 -10 24 -9 -6 -27 -28 -4 -29
right_child=2 7 6 5 25 9 -8 23 22 17 -12 21 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.0049266602017807503 -0.0031629006461082231 0.0082216680270744344 -0.0022635346757350137 0.0038988352585413374 -0.0062216767797029556 0.010882007470207048 -0.0029623232159962454 0.0049175352498898013 -0.0040167064318468613 0.0031315693193424777 -0.0014477649986407578 -0.00034652988206569505 0.0056361274539984138 -0.0054273243086962733 -0.00074730019263579924 0.0062692491768338498 0.018059563620276772 -0.0066543100676029034 0.01646680627995797 0.016244747765836502 -0.007456784509404713 0.0066518337305265535 0.0024906500898240185 0.0010133530345640073 0.015434035950507416 0.0084664486136013222 0.0080549985206131436 -0.0055676968794921861 0.0052441516357866012 0.0076168270595927531
leaf_weight=526.14614844322205 401.03014922142029 119.08399510383606 265.11348962783813 828.97973537445068 67.671569108963013 392.0162341594696 503.83294081687927 96.909152984619141 1488.2009990215302 180.17410016059875 408.94114232063293 496.79225945472717 77.050456762313843 96.427875280380249 150.56954264640808 344.54827451705933 60.677009582519531 47.766751050949097 48.087602853775024 415.72715306282043 1559.2234537601471 150.15644717216492 142.03890633583069 89.11246395111084 101.49532294273376 129.93077731132507 71.523791790008545 130.02302098274231 134.35652136802673 36.392569303512573
leaf_count=307 219 44 133 350 38 140 268 38 826 76 204 237 35 50 73 145 18 24 16 132 987 59 67 38 33 53 27 75 52 16
internal_value=0 0.00414201 -0.00295235 0.00209528 -0.00439904 0.00416805 0.000791996 0.0119974 -0.00515782 0.00793981 0.00213261 -0.00106485 -0.0035774 0.00259057 0.00339993 0.00565557 0.00803469 0.00376129 0.00594089 0.0144583 -0.00657834 0.00127779 -0.00344974 0.00741987 0.0102973 0.00185611 0.00334206 0.000543799 0.000261578 -0.00268444
internal_weight=0 3978.44 5581.56 3156.11 4026.04 1905.97 1555.53 822.328 3590.49 668.045 1237.92 1250.15 603.197 1051.69 955.265 555.795 405.225 276.028 228.262 534.811 1960.25 646.949 1630.24 287.517 198.404 435.542 367.87 237.939 399.47 166.416
internal_count=4780 1733 3047 1448 2308 810 739 285 2099 256 554 638 342 471 421 236 163 116 92 176 1206 296 893 109 71 209 171 118 185 91
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=0
split_feature=75 80 117 140 50 80 140 39 71 50 105 117 78 40 91 101 71 125 108 99 100 99 51 131 78 94 15 43 75 71
split_gain=42.2219 22.2704 10.4964 8.53519 7.66558 6.34855 4.39012 4.03078 4.01903 3.65651 3.42799 3.31603 2.79785 2.70002 2.47298 2.42941 2.24068 2.2148 2.1506 2.09453 2.06717 2.63954 2.06029 2.13837 2.03744 1.95558 1.926 1.86195 1.84293 2.3254
threshold=0.0010918468469753864 0.011880517937242987 0.034632634371519096 0.0060143163427710542 0.26590165495872503 0.0010585968848317864 0.13119348138570788 0.0010918468469753864 0.015200819820165636 0.05109804309904576 0.00099512818269431613 0.034632634371519096 0.0058306583669036635 0.0048403022810816774 0.0022272822679951791 0.14610802382230761 0.02129978779703379 0.0031340263085439806 0.079227816313505187 0.00060774214216507982 0.00099512818269431613 0.013439828064292671 0.010829726699739696 0.0015349716995842757 0.0011980500421486797 0.0084566329605877417 0.00057154725072905432 0.0014881226234138014 0.0048403022810816774 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 15 5 18 9 12 -4 13 22 -12 -3 20 19 28 -13 -11 24 -9 25 -22 23 -7 26 -5 -1 -25 29 -2
right_child=2 7 8 6 -6 10 -8 14 -10 17 11 16 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.011020239267458015 -0.0051146478696327598 0.014788440260195049 5.3759493526311301e-05 -0.0068966437662014522 0.010698004292795807 0.005891861885517935 0.014389611213269357 0.0015052395313879792 0.0095983963134862807 -0.0016263294095687751 -0.00026662105911013517 -5.8633494184117408e-05 0.0040583831609185489 -0.0040459513778949878 -0.00025674766472949339 0.0076694969276912568 0.010825949987420067 0.011826114644859593 0.0062460251988920761 0.012246604269306214 -8.7555033884649424e-05 0.010165099398615939 0.011193173977197803 -0.0055339618550682406 6.8108105184910809e-05 0.0048835468542350784 -0.0029384395288638053 0.0045888550021246782 -0.0068816938055183477 0.0016168727011945123
leaf_weight=85.833762645721436 917.63698410987854 479.08728218078613 245.04824566841125 182.42206382751465 229.10995435714722 555.74870491027832 43.294885158538818 62.832729578018188 200.56019592285156 50.610296487808228 841.06580400466919 74.573884963989258 69.57461953163147 1007.0241780281067 97.643100261688232 34.076423406600952 129.19683003425598 77.371308565139771 83.425373077392578 163.4336793422699 730.25977563858032 68.680246353149414 129.35725593566895 88.791612148284912 577.25978302955627 43.661858797073364 522.31598615646362 93.01080846786499 1527.9444539546967 149.14776992797852
leaf_count=59 533 156 123 105 83 225 14 25 78 26 401 36 27 552 44 13 47 27 34 56 345 25 43 46 284 17 281 38 965 72
internal_value=0 0.00368891 -0.00299311 -0.00367024 0.00186484 0.00122855 -0.0013749 0.0108167 0.00434963 -0.00169088 0.00304843 0.00111985 0.0134278 -0.00220715 0.00639381 -0.00559407 0.00684252 0.00650635 -0.00151344 0.0092638 -0.000400646 0.000793806 0.00537284 0.00435202 -0.00205953 -0.00462163 -0.0040791 -0.00035509 -0.00576826 -0.00417351
internal_weight=0 4282.26 5277.74 4832.13 3409.69 3180.58 2203.32 872.571 445.608 2160.03 1911.74 1044.84 548.662 2032.05 323.91 2628.81 203.771 127.982 1268.83 226.266 1025.02 798.94 866.908 737.551 1185.41 226.084 608.15 181.802 2594.73 1066.78
internal_count=4780 1885 2895 2694 1577 1494 1111 308 201 1097 836 484 183 1044 125 1583 83 53 658 81 492 370 352 309 624 122 340 84 1570 605
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=0
split_feature=53 50 140 50 140 148 39 60 85 76 113 75 117 101 94 136 53 118 63 115 80 39 98 80 122 79 61 19 132 56
split_gain=32.6044 16.2472 13.9795 9.20924 8.1996 4.96365 4.46639 3.54569 4.50316 3.57596 3.88846 3.22226 3.35722 3.39246 3.19422 3.15716 2.65175 2.48156 2.33645 2.27758 2.24298 2.06887 2.04456 2.21793 2.02029 1.90867 1.9075 1.83997 1.80473 1.77789
threshold=0.0095705352723598498 0.028884131461381916 0.076978169381618514 0.05109804309904576 0.0038949446752667431 0.00087947337306104611 0.0087224207818508166 0.025578102096915249 0.002945306478068233 0.0010263677686452868 0.0070226341485977182 0.0010918468469753864 0.066585760563611998 0.05109804309904576 0.0019672545604407792 0.0012357163941487672 0.0056525857653468856 0.00085274505545385193 0.00244467705488205 0.010829726699739696 0.00090704852482303988 0.0021592099219560628 0.0084566329605877417 0.052634395658969886 0.00075379351619631063 0.012636432424187662 0.0084566329605877417 0.004017772153019906 0.0022272822679951791 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 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 28 20 11 8 9 25 18 16 13 -13 -7 21 -6 22 -11 24 -3 -5 23 26 27 -2 -4 -16 29 -1
right_child=2 5 17 15 6 14 -8 -9 -10 10 -12 12 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035189836929306927 0.00068548257200935672 0.0018526184598921759 0.0030320942222190951 0.0091670991937250462 -0.00018327219899098905 -0.0030021244109955003 -0.0057883395712969689 0.010350996914829496 -0.0045893954975332061 0.0094929803881838356 -0.00097926172531187169 -0.0031722172897339015 0.011712668070292044 0.011178882446965778 0.0014253193172259341 0.016488861819199559 0.0053809435610936464 0.0053656939127595662 0.00081789670173260456 -0.0055453507418376626 0.011297313379509247 -0.0017751784106658766 0.016593768294433122 0.015362676357512145 -0.00045902462973238482 -0.0083589284597696805 0.014426806737211568 0.0091933452785863332 -0.0075195479466029034 -0.0069977911984388033
leaf_weight=1247.2576456069946 1206.2067220211029 87.530265331268311 125.13805961608887 180.12797832489014 605.12171602249146 290.54497265815735 471.43095970153809 102.75666975975037 324.82794380187988 335.07714319229126 197.07494688034058 1109.2995700836182 42.240086078643799 42.767485618591309 112.91562652587891 120.29922008514404 331.38534641265869 165.06199979782104 101.01404523849487 61.984478235244751 223.05588984489441 56.824786901473999 184.71414828300476 112.1355574131012 139.19536089897156 61.296652793884277 51.985947370529175 234.63661932945251 715.54071140289307 520.55130124092102
leaf_count=710 555 41 51 65 294 155 274 38 175 126 92 602 16 15 52 38 133 64 45 34 76 29 60 35 65 39 16 91 469 325
internal_value=0 -0.00213212 0.00399896 0.00241735 -0.00334572 0.00323539 -0.00138444 0.00127041 0.000851139 0.00178094 0.00484946 -0.000410096 -0.00213187 -0.00263947 0.00123697 0.0098921 0.00178564 0.0106456 0.00748353 0.00348151 0.00863558 0.00654298 0.0124843 0.00986008 0.00463103 0.000248094 0.00637645 0.00666961 -0.0054009 -0.00454336
internal_weight=0 6235.46 3324.54 2685.51 5085.59 1149.86 2602.25 2328.25 2225.5 1900.67 633.166 2130.81 1194.31 1152.07 839.277 357.252 936.507 639.036 436.091 548.732 310.586 236.953 473.974 289.26 486.748 1267.5 177.124 347.552 2483.35 1767.81
internal_count=4780 3352 1428 1202 2838 514 1334 1070 1032 857 263 1060 633 617 397 132 427 226 171 242 117 94 162 102 208 594 67 143 1504 1035
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=140 50 75 117 140 140 101 124 133 50 80 53 58 98 61 51 135 3 133 50 39 37 46 123 60 77 117 17 9 94
split_gain=35.0371 17.5152 8.81963 6.5256 6.20601 5.59972 4.38091 4.07144 4.64798 3.65282 3.41555 2.94119 2.65043 2.61813 2.56009 2.55466 2.51739 2.41246 2.05029 1.97999 1.94692 2.37866 2.57227 1.93763 1.8274 1.82462 2.04789 1.65296 2.33347 1.64927
threshold=0.031632266007363803 0.018276390619575981 0.0015349716995842757 0.034632634371519096 0.13119348138570788 0.0051502294372767219 0.14610802382230761 0.0018488886416889729 0.0048403022810816774 0.26590165495872503 0.0036604277556762104 0.0011980500421486797 0.00244467705488205 0.012636432424187662 0.012636432424187662 0.0079489401541650313 0.0018488886416889729 0.0013986918493174019 0.0022272822679951791 0.010500331409275534 0.010829726699739696 0.0020932231564074759 0.0038949446752667431 0.00038414125447161501 0.025578102096915249 0.00044738779251929378 0.010829726699739696 0.0013986918493174019 0.00017767510871635753 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 7 6 -1 8 10 12 -2 29 -3 18 24 25 19 20 -5 -10 21 22 -13 -17 -7 -14 -27 28 -9 -4
right_child=4 3 11 13 -6 14 -8 27 16 -11 -12 17 15 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0042162151765929041 0.0036954788426865823 -0.0035632745064252112 -0.0072826997802932329 0.012173291610207599 0.011876558396223362 0.00047670894484140038 0.011034021314993257 0.0062304063776661665 0.00047949889672495099 0.0082436277766780985 0.011325428290845541 -0.0021752927160822947 -0.0037175325257844624 0.010714737047595013 0.0079968288289689292 0.010104360001153466 -0.0070163628404007299 -0.0049734972324750291 -0.00097283322163708953 0.0088402865083898035 -0.0051540235486147064 -0.0051735883396912541 0.0034434438641008378 -0.00093131665311119638 0.0084237163248568891 -0.00096806695404969348 0.005309647293386917 -0.0048767702946605311 -0.0065633158933540358 0.00081609819529227456
leaf_weight=843.70480275154114 219.73106670379639 337.25692462921143 858.03883504867554 40.818313360214233 403.13774633407593 1146.2175378799438 49.876349210739136 129.40337777137756 182.49024605751038 160.26928210258484 441.15863609313965 451.64044570922852 205.49127912521362 302.05551886558533 145.36372947692871 132.56777501106262 66.777195930480957 1328.1382646560669 108.48988246917725 115.71305012702942 369.47641944885254 254.35895109176636 371.03455662727356 56.824786901473999 77.210882663726807 290.49885082244873 235.00359296798706 120.23103785514832 49.188523769378662 67.831995010375977
leaf_count=481 86 181 561 15 130 532 20 54 79 62 154 245 113 111 57 48 36 771 53 43 216 146 165 29 31 144 94 64 25 34
internal_value=0 -0.00142172 -0.00274559 0.00280135 0.0064446 -0.000286266 -0.003365 0.00479151 0.00628757 0.00113455 0.00878864 -0.00424914 0.000228598 0.00803741 0.00172361 0.00161805 0.00175874 -0.00343487 0.00262109 0.00372377 -0.00202214 -0.000947753 0.000358813 0.00679325 0.000978247 0.000277216 0.00183931 -0.000344496 0.00270671 -0.00668936
internal_weight=0 7832.17 5962.89 1869.28 1727.83 2262.37 893.581 1324.69 1025.87 1417.91 660.89 3700.52 1257.64 451.364 1368.79 920.386 364.98 2774.65 149.308 298.203 1446.51 1077.03 822.675 189.393 1223.43 730.994 525.502 298.823 178.592 925.871
internal_count=4780 4109 3259 850 671 1121 501 541 398 671 240 2138 609 179 620 428 158 1543 68 122 772 556 410 77 563 351 238 143 79 595
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=7 140 80 101 50 140 99 140 25 2 47 98 41 58 110 51 53 106 94 38 24 96 9 68 20 76 98 54 21 84
split_gain=28.2733 19.4607 9.19454 7.69647 6.73581 4.55012 4.16452 3.11758 3.02202 2.61881 2.75149 2.44393 2.28322 2.19694 2.1855 2.16675 2.15681 2.97153 2.49118 2.0696 2.6098 2.34 2.05996 1.98681 3.10821 2.19779 1.96888 1.96744 1.95126 1.73624
threshold=0.0010918468469753864 0.013860232196748258 0.052634395658969886 0.14610802382230761 0.021960759535431865 0.0068083447404205808 0.0046923852059990176 0.0051502294372767219 0.0095705352723598498 0.0041444667149335155 0.0023699469165876512 0.010180860292166473 0.00040826165059115743 0.0027679565828293566 0.024066280573606495 0.0030382014811038975 0.0028552538715302949 0.0072436286136507997 0.0016846025246195497 0.00070876078098081063 0.0026012937305495147 0.0062037324532866487 0.00040826165059115743 0.0023699469165876512 0.00090704852482303988 0.00044738779251929378 0.0013986918493174019 0.024810968898236755 0.00017767510871635753 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 7 14 11 -1 27 10 26 23 13 -7 -2 -13 18 -18 -6 -15 -21 -22 -16 -3 25 -25 -9 -8 -5 -24
right_child=5 2 -4 28 16 12 8 9 -10 -11 -12 15 -14 19 22 -17 17 -19 -20 20 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039020893013815248 -0.0051101141139616047 -0.0024486234989473379 0.014487941783305336 0.017349086779101956 -0.0038010416909848282 -0.0026350290197211679 0.0080744528431287935 -0.0012779660094840335 -0.0038176921178245597 0.0073372830250241512 -0.0027661115549310741 0.0039161192542744002 -0.0055203371475183727 -0.00042596679443045876 -0.0072898022785689012 0.011105788491128784 0.0099296418700578117 -9.5774774071021387e-05 0.0037173272967546212 -0.0040601835198574177 0.012239822413436831 0.00040910701009369338 -0.00092973807318045729 0.0027304450236413382 -0.00073027253924060228 0.0087941023660240009 0.008399033302581382 0.017651911646813189 0.0048555200259436607 0.012544587016972187
leaf_weight=1288.649480342865 2146.2070376873016 206.49995636940002 256.03139233589172 69.207645893096924 175.47362613677979 606.84228014945984 494.0850784778595 98.904447078704834 49.188523769378662 105.07281565666199 604.31958651542664 324.64345645904541 260.73386740684509 494.52223539352417 47.078925609588623 154.74261713027954 201.24802136421204 116.81397104263306 296.09369802474976 57.719160079956055 120.13879418373108 64.09407639503479 50.243322849273682 388.21013331413269 365.3474657535553 242.96070790290833 112.18167924880981 60.149610042572021 56.985212802886963 45.611031055450439
leaf_count=735 1308 100 80 24 96 324 183 49 25 41 314 131 145 245 29 54 73 52 126 31 42 30 23 162 161 90 46 19 25 17
internal_value=0 0.00225379 0.00550261 -0.000388826 -0.000897853 -0.00328055 0.00449618 -0.00231461 0.00805974 -9.21752e-05 -0.00104953 0.00321804 -0.00123854 -0.000407461 -0.00471142 0.0062369 0.00306578 0.00624763 0.000919688 0.00142802 0.00521735 0.00812395 0.00127516 0.00201507 0.00294004 0.00506457 0.00386487 0.00911387 0.0117073 0.00548184
internal_weight=0 5666.81 2541.86 3124.95 2998.76 3893.19 2285.83 2209.13 603.423 920.479 815.406 1682.4 1604.05 1343.32 2289.14 479.386 789.629 318.062 471.567 736.474 241.952 184.233 142.933 1203.02 996.518 631.171 211.086 554.235 126.193 95.8544
internal_count=4780 2586 1005 1581 1532 2194 925 1185 227 450 409 698 817 672 1377 185 347 125 222 348 103 72 69 513 413 252 95 202 49 40
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=0
split_feature=75 80 53 117 101 71 53 143 117 98 37 67 20 50 31 60 39 1 40 7 140 140 133 101 50 128 99 22 29 37
split_gain=28.9337 16.907 7.95628 6.19233 4.65863 4.02189 3.42238 3.05408 2.95679 2.90864 2.85879 2.56032 2.49925 2.38226 2.2692 2.64115 2.97959 2.61078 2.19355 2.08427 2.6243 1.92012 1.84257 1.99987 1.80832 2.0356 1.79779 1.79986 1.75919 1.63587
threshold=0.00093549740267917525 0.011880517937242987 0.0081988852471113222 0.034632634371519096 0.028020657598972324 0.0079489401541650313 0.0056525857653468856 0.0079489401541650313 0.034632634371519096 0.0062037324532866487 0.0053125319536775359 0.00044738779251929378 0.00017767510871635753 0.010500331409275534 0.00052132029668428015 0.0070226341485977182 0.00093549740267917525 0.00244467705488205 0.0031340263085439806 0.0072436286136507997 0.13119348138570788 0.0051502294372767219 0.0037758676335215573 0.0087224207818508166 0.007706565549597145 0.004017772153019906 0.0013146653072908523 0.00090704852482303988 0.0017376682371832433 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 5 -2 14 -3 19 -6 22 -10 24 -9 15 17 -17 -1 -15 20 -4 -8 23 -5 29 -26 -23 -28 -19 -7
right_child=2 7 8 10 9 12 21 13 11 -11 -12 -13 -14 18 -16 16 -18 28 -20 -21 -22 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0025709271415637032 -0.0054154124192533661 0.013652616786932414 2.9805990815671984e-05 0.0071833859044361861 -0.0011024974132227841 -0.00014711091739287704 -0.0026512244788543943 0.0029786384919166906 0.0014383898879606635 0.011628643653628054 -0.0029890061510283302 0.012604176597433243 -0.0034749256347704691 0.012501144901381562 -0.0049542441115547897 0.0111929158024279 -0.0019333946433636375 0.010329025138181951 0.0033262212987949791 -0.0048696930277613674 0.012103168819874522 0.0016480811469509245 0.0035857246627031443 0.015628707301723662 0.0057782319300975805 -0.0038171041235416149 0.0073769771704916484 -0.0014646390532108433 0.00035448379405933689 -0.010004956108716351
leaf_weight=701.84838271141052 2095.963714838028 301.11502385139465 1267.5494966506958 205.88031315803528 108.85685610771179 169.57998752593994 158.412353515625 196.29487776756287 125.34460735321045 76.316509485244751 70.675540447235107 86.956743955612183 1041.7202446460724 234.75092339515686 304.07487440109253 100.28009796142578 75.995657682418823 70.102019071578979 90.167263031005859 213.33408999443054 46.665830135345459 666.76128101348877 169.69429159164429 106.28804063796997 219.41021490097046 73.886059522628784 337.02631545066833 69.414193630218506 119.65751647949219 55.976535558700562
leaf_count=373 1285 98 605 79 56 85 84 75 58 29 36 31 586 76 170 39 37 26 36 124 15 288 70 35 94 41 126 31 54 38
internal_value=0 0.0032581 -0.00232232 0.00159433 -0.00359272 -0.00398454 0.000574056 0.00964368 0.000482815 0.00414446 0.00640189 0.0060118 -0.00206278 0.00732764 -0.00114352 -5.8435e-05 0.00553393 -0.00116408 0.00995503 -0.000285612 0.000458513 0.00248735 0.00777927 0.0100589 0.00077244 0.00336101 0.00324584 0.00586696 0.00403933 -0.00259354
internal_weight=0 3978.44 5581.56 3156.11 3841.71 3656.54 2603.57 822.328 1739.85 185.173 552.538 212.301 1560.57 521.213 1371.96 1067.88 176.276 891.608 324.918 1527.55 1314.22 1231.61 481.863 312.168 518.853 293.296 1073.2 406.441 189.76 225.557
internal_count=4780 1733 3047 1448 2214 2129 1228 285 833 85 220 89 844 187 699 529 76 453 112 744 620 529 184 114 258 135 445 157 80 123
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=53 75 50 99 71 71 53 147 101 101 140 29 50 54 143 117 116 3 53 108 51 46 53 94 20 9 117 77 11 18
split_gain=22.8577 13.6955 6.62746 6.45217 5.93189 5.43931 3.82088 3.81344 3.39919 3.17612 2.6534 2.4789 3.35357 2.56544 2.25157 2.19726 2.19719 2.1832 2.15481 2.05484 2.00519 2.31076 1.97591 2.04466 1.99507 1.92596 1.84556 1.80974 2.59346 2.24314
threshold=0.015675474889576439 0.0015349716995842757 0.012636432424187662 0.0011615398107096555 0.017724351026117805 0.045367386192083366 0.059226244688034065 0.0053125319536775359 0.0087224207818508166 0.14610802382230761 0.13119348138570788 0.013439828064292671 0.076978169381618514 0.0010585968848317864 0.011519505176693203 0.034632634371519096 0.0081988852471113222 0.0011980500421486797 0.12945349514484408 0.0051502294372767219 0.0005375427135732026 0.0062037324532866487 0.00244467705488205 0.055838862434029586 0.000490355829242617 0.00037263428384903824 0.066585760563611998 0.00044738779251929378 0.0010263677686452868 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 27 15 8 10 14 -1 16 12 13 -6 -4 22 18 -7 20 -15 -2 -22 23 -3 -24 -17 -14 -5 -29 -30
right_child=2 5 6 4 11 17 -8 -9 -10 -11 -12 -13 26 19 -16 25 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0019519349633943584 -0.00079593695825816825 -0.0059148639999732078 0.0060388165547809562 0.0040260450241147985 -0.0047005478320524784 0.005424918525739111 0.013249713207657905 -0.002357799607373731 0.012737482636862092 0.009289389629811037 0.0094312679245201984 0.0089145538420066835 0.0053195815755201258 0.0064287595023754841 -0.0019407335707687446 -0.0076247166029439059 -0.00061634811160599557 -0.0028438365142633825 0.013844297128219222 -0.0010369939577919859 0.0079044761839057315 -4.7198498667053503e-05 -0.0011939009582375845 0.0065696141568046098 -0.0045424244248451935 0.0038649139822680696 0.013508032626957035 -0.0079787456461399946 0.0029267232866353795 -0.0051699198831551794
leaf_weight=1452.4260718822479 185.54033923149109 1461.1672580242157 274.03315997123718 144.67590403556824 141.5576286315918 228.99565029144287 246.81293058395386 326.20359468460083 130.77902865409851 65.676275014877319 175.12871289253235 302.05551886558533 308.84353065490723 212.98917675018311 130.5042986869812 47.973298788070679 324.89612603187561 122.54718375205994 55.356892347335815 162.47112393379211 293.73143029212952 132.61389684677124 746.40461468696594 33.549023866653442 1100.9534211158752 152.15174126625061 88.538942575454712 144.60772180557251 230.94482254981995 135.87053775787354
leaf_count=746 88 929 105 62 79 98 79 165 44 27 56 111 124 84 63 31 149 67 17 80 112 59 392 14 640 70 28 88 98 75
internal_value=0 -0.0013665 0.00437428 0.000956799 0.00292068 -0.00338961 0.00810295 0.00242157 0.00572999 -0.00146561 0.00375721 0.00498742 0.00369016 0.00103551 0.0034646 -0.00397834 0.00275565 0.00254245 0.00439755 0.00319814 0.00354291 0.00543112 -0.00428307 -0.00563465 -0.00318949 0.00111066 0.00714401 -0.000911211 -0.00230791 -7.23203e-05
internal_weight=0 7284.4 2275.6 3390.66 1872.55 3893.74 782.129 1493.47 535.316 1518.1 1167.27 1216.46 914.4 517.018 404.537 3542.2 992.139 351.543 667.243 375.46 611.886 426.345 3342.07 1494.72 1847.36 200.125 397.382 656.099 511.423 366.815
internal_count=4780 3843 937 1602 829 2241 291 646 212 773 481 506 395 243 168 2076 425 165 276 164 259 171 1975 943 1032 101 152 323 261 173
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=0
split_feature=75 4 117 80 50 80 39 3 140 145 117 9 150 20 99 2 117 135 60 86 95 59 11 60 124 140 105 142 101 58
split_gain=23.7326 9.55807 7.34228 6.29077 4.52833 3.5533 3.26489 3.47086 3.0822 2.562 2.53358 2.84094 2.46615 2.45692 2.23598 2.46814 2.17653 2.12965 2.10575 2.01824 2.18108 1.86824 1.86038 3.18286 1.82334 1.81013 1.74139 1.91735 2.14034 1.52068
threshold=0.00093549740267917525 0.00087947337306104611 0.012636432424187662 0.011880517937242987 0.028884131461381916 0.0054799309000372895 0.016668972559273246 0.0013986918493174019 0.0038949446752667431 0.012636432424187662 0.066585760563611998 0.00087947337306104611 0.0068083447404205808 0.00090704852482303988 0.057509137317538268 0.0012745757703669371 0.012636432424187662 0.00050559637020342063 0.0025217677466571335 0.0015833032084628942 0.0011261500185355546 0.011169348377734424 0.00085274505545385193 0.0084566329605877417 0.0012745757703669371 0.00090704852482303988 0.00062670491752214741 0.0049928687512874612 0.0022272822679951791 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 22 25 7 13 16 -9 11 -6 24 -4 15 26 -1 -15 -14 20 -7 -22 -3 -24 -5 -2 -10 -28 -29 -17
right_child=2 3 6 12 10 19 -8 9 14 -11 -12 -13 18 17 -16 29 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0043755556725130883 -0.0064292205504095368 -0.0036115286466323736 0.0049767125798696639 0.011464563092170036 0.0088539993912588027 -0.0024847597615187548 -0.0059144650015654021 -0.0039643809617494544 0.0022618273360989942 0.0078157492408758474 0.014569095498168537 -0.00063370966182365142 -0.0027826203870763531 0.0052563803579062165 0.012231035764769286 0.011181257648530256 0.001985208881997139 -0.002762814226586792 0.010419814867068208 -0.0038825478869042099 0.0075081912217634904 0.00037047155908128212 0.00095648639301585477 0.010308627719238433 0.0039756561483735488 -0.0034399060784290822 -0.0054502063858261132 -0.0038733585782340994 0.0055126781462127216 0.0028121790283086381
leaf_weight=444.62382578849792 639.49893188476562 162.6776716709137 643.48551797866821 518.64424872398376 216.68097352981567 253.41845607757568 163.25119304656982 346.52150821685791 524.56194877624512 53.247294187545776 96.702605247497559 124.08326053619385 74.206911325454712 123.55586099624634 49.50937557220459 88.905916213989258 192.80962872505188 250.9418842792511 50.931148290634155 302.65310168266296 164.53460025787354 207.02735590934753 637.31714940071106 106.12761473655701 96.381753444671631 2433.4251861572266 211.33879590034485 115.59874606132507 127.981605052948 139.35578680038452
leaf_count=262 421 87 273 166 77 133 97 193 225 21 31 53 33 54 17 31 89 134 18 169 65 99 281 39 39 1388 113 58 53 61
internal_value=0 0.00295077 -0.00210326 0.00528769 0.00324863 -0.00324328 0.000781449 0.00155247 0.000380649 -0.00239532 0.00742623 0.00539922 0.00898911 0.00310279 0.0018166 0.00138967 -0.00245156 -0.000117088 0.00259077 -0.00053113 0.00109183 0.00353119 0.00123173 0.00229152 0.010291 -0.00406201 0.00029852 -0.00196535 0.00105824 0.00607186
internal_weight=0 3978.44 5581.56 2083.75 1343.59 4000.56 1581 1417.75 1894.69 399.769 437.467 340.764 740.164 1017.98 1257.25 1207.74 637.433 374.498 125.138 927.634 624.98 371.562 906.122 743.445 615.026 3072.92 979.481 454.919 243.58 228.262
internal_count=4780 1733 3047 824 568 2275 772 675 909 214 161 130 256 461 558 541 351 188 51 466 297 164 407 320 205 1809 449 224 111 92
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=0
split_feature=140 117 88 80 50 101 39 52 93 50 131 68 150 71 80 107 99 101 73 107 149 27 110 136 85 148 115 99 10 40
split_gain=22.971 12.8579 6.51254 5.95202 4.53969 3.59219 3.7833 3.80417 3.18934 3.1849 2.42395 2.53451 2.31881 2.40352 2.16618 2.16567 2.13214 1.92614 1.83315 2.33366 1.95503 1.72017 1.66287 1.64634 1.52516 1.52063 1.4475 1.43977 1.29576 1.2671
threshold=0.031632266007363803 0.034632634371519096 0.0020292587578296666 0.052634395658969886 0.26590165495872503 0.14610802382230761 0.0087224207818508166 0.0070226341485977182 0.00096484774257987748 0.028884131461381916 0.0033348383149132137 0.011169348377734424 0.010500331409275534 0.012636432424187662 0.0025217677466571335 0.048151826485991485 0.0013146653072908523 0.0042751494329422721 0.00899649551138282 0.0058306583669036635 0.028020657598972324 0.0013560238294303419 0.004017772153019906 0.0011261500185355546 0.0014427106943912806 0.0005893622583243997 0.00068727668258361529 0.034632634371519096 0.057509137317538268 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 7 15 -7 10 11 -2 13 24 27 -1 -9 28 19 20 -4 -11 23 -16 26 -6 -3 -15 -13 -12
right_child=3 12 18 -5 25 8 -8 16 -10 21 29 17 -14 14 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001887740564064279 0.00010999787980583314 0.0084218599807571702 -0.0041824675171134012 0.012133617889393588 0.012564822215123023 0.013679793940610266 -0.0047768851181817177 -0.0011402110097426432 -0.0020883716658446254 0.010160498371140012 0.0011345116102471629 0.0053313217592938708 -0.003596337889855826 0.0015036736239022611 0.0085709132661555779 0.0054296080627246534 0.0040611294254545346 0.011164727112384221 -0.0054558527898607573 0.0011327880956255127 0.0067783240061874764 0.0032939608677943783 0.0037081486629329803 0.017338539754974593 -0.0031187448900441023 0.0024114129995885737 -0.00033034331363338432 0.010472603716871805 -0.0023260573549535334 -0.0067505930389453288
leaf_weight=2466.5591135025024 310.67839884757996 100.28009796142578 1103.4761147499084 263.66765546798706 79.847880363464355 76.843909025192261 651.90385127067566 302.92783164978027 55.036040544509888 261.55805730819702 116.44699740409851 352.45926761627197 82.577121734619141 184.27899241447449 127.24765777587891 105.43978929519653 563.59151577949524 126.88068413734436 1088.0211021900177 306.61962842941284 42.240086078643799 140.043612241745 76.683483123779297 92.437287092208862 109.22382974624634 68.51982045173645 89.319011688232422 59.094810962677002 65.515849113464355 90.580358505249023
leaf_count=1303 139 39 650 84 26 28 379 150 25 88 49 130 43 83 47 44 236 44 683 143 16 56 32 28 59 29 45 21 31 50
internal_value=0 -0.00115117 -0.00189079 0.00521821 -0.000720623 -0.00102269 -0.00128456 -0.000622451 0.00709944 0.00397288 0.00253922 0.00371399 0.00439791 0.00518514 0.00717691 -0.00158776 0.00224278 0.00576899 -0.00390405 -0.00274152 -0.00377837 0.00776605 0.0100473 0.0122601 0.00158755 0.00787573 0.00429875 0.00368146 0.00413106 -0.00231545
internal_weight=0 7832.17 6911.03 1727.83 4370.67 4222.3 4090.42 3438.52 131.88 1464.16 1062.56 855.534 921.142 838.565 539.742 2572 866.519 544.856 2540.36 1452.34 1145.72 401.602 296.368 219.685 298.823 148.368 189.599 243.374 417.975 207.027
internal_count=4780 4109 3712 671 2220 2165 2112 1733 53 587 443 344 397 354 211 1347 386 205 1492 809 666 144 107 75 143 55 84 104 161 99
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=0
split_feature=140 50 140 80 101 39 88 94 50 63 60 131 117 141 126 29 117 46 108 99 148 40 123 101 53 110 150 80 81 42
split_gain=20.7313 10.6038 5.91492 5.3717 3.33081 2.96973 3.24566 2.90673 2.87437 2.7913 2.7519 2.58209 2.5565 2.75588 2.12841 2.47605 2.05463 2.02017 2.00805 2.00009 1.98422 1.93008 2.02276 1.91066 1.8875 1.82945 1.76982 1.65696 1.63629 1.55755
threshold=0.031632266007363803 0.018276390619575981 0.0051502294372767219 0.052634395658969886 0.14610802382230761 0.0087224207818508166 0.0017376682371832433 0.0042751494329422721 0.028884131461381916 0.0079489401541650313 0.00085274505545385193 0.0015349716995842757 0.034632634371519096 0.0011980500421486797 0.0014881226234138014 0.074787221848964705 0.12087306752800943 0.0062037324532866487 0.017724351026117805 0.0056525857653468856 0.0070226341485977182 0.0017376682371832433 0.00038414125447161501 0.0087224207818508166 0.0020932231564074759 0.04673989117145539 0.0011615398107096555 0.015200819820165636 0.0010263677686452868 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 16 6 10 9 17 12 14 23 13 20 15 -4 25 29 -16 -15 28 -10 -23 24 -9 -1 -27 -19 -3 -2
right_child=3 7 5 -5 -6 -7 -8 11 21 -11 -12 -13 -14 19 18 -17 -18 27 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0043755242414086938 0.0014306150338463872 0.0011018098833705436 -0.0021719603146534146 0.011526936983726886 0.0068061408344933698 -0.0038306258444180418 -0.0024289141187757123 0.00040169292667895947 0.010669653901399479 -0.010943301543286594 0.0040640289338423514 0.00054513830670570198 0.0056327884371183091 -0.0054625729870936383 0.0004433658291535069 0.009782786447562945 0.0060784295482916827 -0.0032756842653055389 0.010097178280090376 0.0017083414519767273 -0.0035781465605079937 -0.00016530810770188419 0.010548169193507274 0.011920777087442802 0.0075185876517132799 0.0070331546271287905 -0.0057450721341918073 0.0043849317383311678 0.0089114228500851485 0.0060391610131036721
leaf_weight=2773.9868745803833 347.02484631538391 131.55909776687622 707.28280401229858 263.66765546798706 73.839937686920166 554.32893323898315 775.89486813545227 149.30819582939148 211.15430855751038 50.81684422492981 636.95017576217651 273.43757820129395 235.53099250793457 282.58785772323608 143.98807859420776 46.138430595397949 50.243322849273682 223.72165489196777 86.062370777130127 148.25339674949646 87.736813068389893 121.23971509933472 69.207645893096924 125.45891141891479 247.75342559814453 69.941593170166016 44.235380172729492 103.12364339828491 136.83309316635132 388.69141101837158
leaf_count=1681 144 61 359 84 30 309 410 68 69 33 278 132 93 159 67 16 23 108 29 70 48 51 24 43 92 30 27 41 51 150
internal_value=0 -0.00109361 -0.00212369 0.0049573 -0.00368227 -0.00053257 0.000230354 0.00219227 0.00377423 0.000494353 0.00150367 0.00448185 0.00106279 -0.000304959 -0.000154556 -0.00143987 -0.00394584 0.00241226 0.00405488 -0.00299505 0.00294948 0.00737775 0.00372792 0.00654194 0.0048424 -0.00412022 0.00208251 -0.000858667 0.00508335 0.00386539
internal_weight=0 7832.17 5962.89 1727.83 3012.25 2950.65 2396.32 1869.28 1464.16 1073.32 1620.42 795.958 1022.5 786.97 983.472 753.421 2938.41 1062.56 230.05 430.841 356.129 401.602 190.447 522.521 397.062 2888.16 114.177 326.845 268.392 735.716
internal_count=4780 4109 3259 671 1791 1468 1159 850 587 515 749 335 482 389 471 375 1761 443 96 229 160 144 75 203 160 1738 57 149 112 294
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=0
split_feature=75 80 29 71 50 53 60 50 31 60 39 107 101 40 138 7 117 40 20 69 116 107 95 51 1 58 68 53 85 104
split_gain=18.0661 10.9556 5.35898 4.33313 4.13671 3.18989 3.44824 2.47638 2.02724 2.32513 2.01624 2.00235 1.94898 2.16677 1.82132 1.80021 1.79108 1.78026 2.33022 1.80192 1.5994 1.59925 1.81066 1.70165 1.57702 1.56715 1.4936 1.47728 1.43549 1.43076
threshold=0.00093549740267917525 0.011880517937242987 0.013439828064292671 0.10522961243987085 0.26590165495872503 0.0037758676335215573 0.018276390619575981 0.007706565549597145 0.00039601318712811922 0.00096484774257987748 0.02129978779703379 0.00244467705488205 0.028020657598972324 0.0056525857653468856 0.0014881226234138014 0.00082683752407319855 0.04673989117145539 0.0056525857653468856 0.00055427959887310873 0.0014881226234138014 0.0063990866765379914 0.048151826485991485 0.00077738583786413084 0.010829726699739696 0.012252715881913902 0.00096484774257987748 0.0031340263085439806 0.040252277627587325 0.0025217677466571335 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 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 8 16 14 9 24 12 -9 13 27 20 -3 21 18 19 -13 26 23 -23 -7 -1 -11 -2 -4 -22 -5
right_child=2 15 10 29 -6 6 -8 11 -10 25 -12 17 -14 -15 -16 -17 -18 -19 -20 -21 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026447814281005625 -0.0029735974384952233 0.0084417500586720252 0.0017141041002310985 0.0083152756174769745 0.007705313371271609 -0.00040680577600735028 0.010378481698024369 -0.0029487655558568023 -0.0047792620847063316 0.0096117566412707769 -0.0049448132044978667 0.0018787551834419322 0.011647876438543939 -0.0023308949504686591 -0.0050077139421318903 0.00018658805555977787 0.0062583953360448863 -0.0020654262750528741 -0.0001273676705814437 0.013101060973034108 -0.0057856053602300603 -0.00065204698735194715 0.010332651351316162 0.0050262960645932079 0.0080291555494169976 0.001433449013807733 0.00089784628143579719 0.0072132350263363542 7.3270003746402556e-05 -0.0012236949659504661
leaf_weight=551.64581370353699 588.1306266784668 749.90992307662964 492.68736720085144 116.60742330551147 229.10995435714722 1072.6984519958496 118.189621925354 670.50120067596436 299.64913034439087 74.367337226867676 114.38352108001709 63.56667685508728 50.403748750686646 258.21117377281189 1399.5718138217926 72.418164968490601 177.12400698661804 266.05398464202881 199.75806641578674 81.797052621841431 493.3310718536377 64.6214759349823 89.433315753936768 166.48377251625061 36.919968843460083 275.86802816390991 432.21690535545349 162.37888026237488 132.66001868247986 59.301358699798584
leaf_count=303 341 256 230 45 83 494 42 377 171 29 64 31 19 135 861 29 67 146 98 26 299 29 30 65 15 120 219 58 70 28
internal_value=0 0.00257451 -0.00183507 -0.00259309 0.00123521 0.000728766 0.00214237 -0.00290578 -0.0011986 -5.57125e-05 0.00133148 -0.00106193 0.00207644 0.00154819 -0.00368164 0.00771476 0.0015225 0.00100805 0.00337739 0.00819361 -0.00255433 0.00092042 0.00572489 0.00032313 -0.00197522 0.00316999 -0.00133366 0.00307724 -0.00454399 0.00509955
internal_weight=0 3978.44 5581.56 4503.5 3156.11 2927 1688.55 4327.59 1238.45 938.801 1078.06 1281.68 963.681 913.277 3045.91 822.328 1570.36 611.176 345.122 145.364 1646.34 1393.24 154.055 1239.18 588.566 350.235 1020.35 655.066 625.991 175.909
internal_count=4780 1733 3047 2541 1448 1365 727 2468 638 467 506 678 442 423 1790 285 685 301 155 57 929 618 59 559 318 149 560 288 369 73
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=0
split_feature=75 80 29 50 140 72 99 71 50 20 14 112 127 7 8 54 114 95 61 10 84 149 71 144 80 107 22 60 21 11
split_gain=16.346 10.2744 4.14846 3.7994 3.9607 3.22092 3.14766 2.77679 2.7618 2.23744 2.12183 2.63735 2.08899 2.00802 1.95869 1.84644 1.8001 1.87218 1.78884 1.74693 1.64973 1.62174 1.87581 1.58545 1.5716 1.51139 1.43136 2.04564 1.36135 1.36135
threshold=0.0015349716995842757 0.011880517937242987 0.0036604277556762104 0.028884131461381916 0.0051502294372767219 0.0042751494329422721 0.0016846025246195497 0.045367386192083366 0.007706565549597145 0.00090704852482303988 0.0045489775948226461 0.0021592099219560628 0.0005893622583243997 0.0037758676335215573 0.00017767510871635753 0.024810968898236755 0.0066005610860884198 0.00099512818269431613 0.00087947337306104611 0.0035485138650983576 0.0005893622583243997 0.041476719081401832 0.10522961243987085 0.00096484774257987748 0.052634395658969886 0.048151826485991485 0.00066645268816500913 0.0022272822679951791 0.00087947337306104611 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 -1 8 12 9 18 16 11 23 -5 21 -6 -10 17 -4 -3 -19 -21 22 -2 -8 -20 26 27 -16 -9 -13
right_child=2 5 7 6 14 -7 10 28 15 -11 -12 29 -14 -15 25 -17 -18 19 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026946062035221804 -0.0032249025541344675 -0.0035235021140010447 -0.0018021702974970806 0.0017262394403977325 0.005392623370410814 -0.0040393302288122823 0.008345531156176875 0.0086288540604621579 0.0080209117155494534 -0.0029677572453169695 -0.0040235023969870942 -0.0079320185959026891 -0.0069341839404980926 -0.005663534229993882 -0.00022938298254919994 0.015265665613590605 -0.0050387739426655843 -0.00088928606284579539 0.002291501441933538 0.00062910324461534122 0.0070977963463984333 0.0078946568742423052 0.0068714852112576226 0.001543727466275645 0.011464652205003846 0.0069546931967588823 -0.0032000114152690899 0.004351819204683742 0.0011821822884815441 0.0044546882984840093
leaf_weight=967.46721148490906 1146.6105740070343 72.257739067077637 398.71400332450867 286.34783673286438 246.90517425537109 65.882822751998901 497.6164493560791 102.22927021980286 518.32339692115784 1093.7061920166016 57.352186441421509 46.711951971054077 92.002131223678589 849.34777283668518 970.42305994033813 105.92106699943542 145.82294678688049 234.40801119804382 127.61463141441345 163.89289665222168 247.27214789390564 36.392569303512573 47.927176952362061 103.49061703681946 73.633389949798584 88.905916213989258 251.62970972061157 325.3774037361145 153.57351398468018 42.240086078643799
leaf_count=542 668 33 216 126 101 34 180 39 174 602 28 26 51 559 444 32 82 121 50 81 104 16 20 44 23 31 129 137 71 16
internal_value=0 0.00199938 -0.00213796 0.000876877 -9.43611e-05 0.00663143 0.00333629 -0.000781914 0.00741453 -0.00133524 0.00521737 0.0059854 -0.000379688 -0.00379343 0.00124145 0.00925019 0.000165042 0.000891696 0.00322483 0.00255546 0.00451934 -0.00250304 -0.00281982 0.00717449 0.00564781 0.000615082 0.000250846 0.000920964 0.00415818 -0.00205002
internal_weight=0 4940.1 4619.9 3976.47 2850.71 963.633 1125.76 2539.62 897.75 2283.82 747.411 690.059 378.35 2080.28 1883.24 624.244 1190.11 1044.29 273.506 645.573 411.165 1230.93 1194.54 601.107 201.248 1636.34 1547.43 1295.8 255.803 88.952
internal_count=4780 2201 2579 1855 1384 346 471 1316 312 1206 294 266 177 1263 842 206 604 522 106 306 185 704 688 224 73 741 710 581 110 42
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=0
split_feature=140 7 50 80 101 101 131 145 76 100 58 99 58 129 45 40 50 74 144 53 117 53 89 98 105 60 97 138 4 1
split_gain=15.9691 7.49264 5.0323 4.82836 3.01277 2.78158 2.73949 2.46459 2.39048 2.65053 2.09763 2.08361 2.44172 1.95477 1.94323 1.9017 1.94455 1.98271 1.89555 1.78437 1.71966 1.61549 1.56217 1.80914 1.38328 2.14125 1.37825 1.858 1.28783 1.7716
threshold=0.00899649551138282 0.00062670491752214741 0.0063990866765379914 0.0028552538715302949 0.028020657598972324 0.14610802382230761 0.0095705352723598498 0.004017772153019906 0.00017767510871635753 0.0011980500421486797 0.017188700847327713 0.017188700847327713 0.00244467705488205 0.0021592099219560628 0.00064626874518580746 0.0036604277556762104 0.00087947337306104611 0.00082683752407319855 0.0053125319536775359 0.0081988852471113222 0.016668972559273246 0.059226244688034065 0.00017767510871635753 0.02636832278221846 0.0013146653072908523 0.0045489775948226461 0.00082683752407319855 0.00057154725072905432 0.00096484774257987748 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 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 7 18 8 13 9 24 -10 12 14 -4 -2 16 -3 21 19 -1 -6 22 23 -18 -5 -26 27 -21 -11 -30
right_child=1 15 4 6 20 -7 -8 -9 10 28 -12 -13 -14 -15 -16 -17 17 -19 -20 26 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0033143749201636746 -0.0063543150997802354 -0.0037586058707374187 -0.00040617287511735884 0.0087414307478960711 0.00087333355069422677 0.0068659147113845943 -0.0012602606065640759 0.0021581467864526722 0.009988638172383723 -0.0046452861254232466 0.001103522854129549 0.0070273864294207213 -0.0018303832854725092 -0.0045621793983535745 0.0047422342953747764 -0.0016905687312877031 -0.0010122782772953819 -0.0055165236216873611 -0.0053372295913853719 -0.0010396382702921431 0.010120192688791205 0.010993985913884232 0.0072823465053938529 0.0088204464827578034 0.00029033543667459863 0.012387775865958663 -0.0052962146856743138 0.0065710114525071306 0.0090186908779702531 0.00063886469668360604
leaf_weight=1717.405198097229 44.762779712677002 134.08179140090942 824.9911482334137 354.52274394035339 93.744755744934082 67.625447273254395 135.09046864509583 559.62498903274536 481.7704017162323 69.781167268753052 77.050456762313843 133.98954772949219 532.8178551197052 430.61264634132385 332.64669322967529 1049.6994199752808 247.6852433681488 61.984478235244751 883.5846221446991 224.98300170898438 108.44376063346863 70.262444972991943 136.30569362640381 57.673038244247437 140.043612241745 49.50937557220459 88.998159885406494 124.61066007614136 85.534971237182617 240.16328430175781
leaf_count=1016 26 71 413 115 44 27 58 262 162 34 35 49 250 259 138 545 118 34 568 113 42 22 52 20 56 17 53 52 30 99
internal_value=0 0.00219658 -0.00190115 0.00386158 4.33593e-05 -0.00316366 0.00555916 -0.000601505 0.00617399 0.00463379 0.00876355 0.00120606 0.000349134 -0.00183149 0.00342612 -0.000339891 0.00166268 0.00292925 -0.0033868 -0.00258746 0.00583288 0.00395187 0.00283157 0.000844829 0.00689795 0.00345007 0.000258928 0.00167313 0.0015189 0.00283958
internal_weight=0 4435.38 5124.62 2677.68 2017.42 3107.21 1633.47 1815.23 1498.38 939.555 558.821 1044.22 910.227 1255.6 377.409 1757.69 707.993 573.911 3039.58 2156 202.189 511.926 441.664 305.358 544.076 189.553 438.592 349.594 395.479 325.698
internal_count=4780 1931 2849 1069 1020 1829 606 934 548 351 197 463 414 672 164 862 317 246 1802 1234 86 212 190 138 188 73 218 165 163 129
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=0
split_feature=140 71 117 99 75 140 98 101 148 58 58 106 147 133 20 81 101 69 4 4 72 107 94 143 150 54 112 45 107 8
split_gain=14.559 7.3717 5.18999 3.68378 3.39049 3.03738 2.53109 2.39243 2.3099 2.26151 2.13833 2.21561 2.12582 1.99103 1.97151 1.75505 1.7507 2.13229 2.53635 1.6162 1.58577 1.55606 1.75267 1.46349 1.65917 1.45479 1.61714 1.66494 1.41783 1.36301
threshold=0.031632266007363803 0.02129978779703379 0.034632634371519096 0.0011615398107096555 0.0015349716995842757 0.13119348138570788 0.010180860292166473 0.0049928687512874612 0.00244467705488205 0.0053125319536775359 0.0081988852471113222 0.016668972559273246 0.00068727668258361529 0.0079489401541650313 0.0049928687512874612 0.0010263677686452868 0.0016846025246195497 0.0054799309000372895 0.00068727668258361529 0.0026012937305495147 0.0020932231564074759 0.0031340263085439806 0.028884131461381916 0.0049928687512874612 0.0025217677466571335 0.055838862434029586 0.0038949446752667431 0.017188700847327713 0.0012357163941487672 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 6 28 12 13 -10 11 16 -8 -5 19 -4 23 18 -18 -11 -15 22 -6 24 -1 26 27 -13 -2 -30
right_child=5 2 15 8 21 -7 7 -9 9 14 -12 25 -14 20 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0022886380141269045 -0.0043949673497886621 -0.002639285682439626 -0.0021339182710728376 0.0065364420500887838 -0.0040082431004632357 0.0079544391271275574 0.0062453688056605394 0.010154320425586344 -0.0032249067848231479 0.0014168333946389391 -0.0035447538827994641 0.0033399495628071195 -0.0030762946931109469 -0.0073509182978816132 -0.0056905293500834593 0.0069292374497307912 -0.0015107828109054938 -0.0069016588867118313 0.0067112318962699305 0.0077024254138642542 0.0059299976180540621 -0.0014698018727314218 0.0023749678327513873 0.00067292697469021506 -0.010227060341502373 0.0092705737738157778 0.0098705734396528581 -0.0070917162022181533 0.0077579270928128845 0.0013222107373065846
leaf_weight=303.54747486114502 94.111729383468628 740.19012427330017 60.723131418228149 339.7094349861145 2120.5008246898651 403.13774633407593 169.48774385452271 197.1431291103363 299.07560896873474 344.96136999130249 386.07847476005554 108.28333473205566 95.693928003311157 53.293416023254395 69.987715005874634 443.88787746429443 158.04537987709045 58.086133718490601 230.73827481269836 145.36372947692871 38.869141101837158 1229.6910338401794 113.28260016441345 292.9293007850647 84.045016288757324 101.3348970413208 50.403748750686646 59.14093279838562 93.698633909225464 674.55797004699707
leaf_count=171 47 389 29 132 1305 130 63 66 161 159 203 46 44 32 41 171 81 34 91 57 15 662 55 132 55 37 19 32 33 288
internal_value=0 -0.000916466 0.00130026 0.000172933 -0.00197795 0.00415429 0.00299781 0.00598277 0.00178498 0.00028584 -0.000238785 0.000643562 0.00288154 0.00476815 0.00215976 0.00583861 -0.000397598 0.00203387 0.00336888 0.00328029 -0.00174975 -0.0028982 -0.00368453 -0.00199424 -0.00400999 0.00432129 0.00201886 -0.000344931 0.00139754 0.00210713
internal_weight=0 7832.17 2536.06 2031.45 5296.11 1727.83 1324.69 462.325 1291.26 859.388 1832.63 1446.55 265.182 431.872 560.313 504.611 1127.39 446.87 388.784 490.325 92.1626 3463.47 2233.78 680.522 387.592 319.163 217.828 167.424 862.368 768.257
internal_count=4780 4109 1186 986 2923 671 541 173 597 418 901 698 107 179 257 200 564 206 172 216 47 2022 1360 358 226 134 97 78 368 321
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=0
split_feature=53 98 117 72 101 150 101 113 85 3 80 37 18 140 101 28 79 22 12 117 116 91 3 35 47 37 83 27 37 37
split_gain=11.9696 6.5467 4.8606 4.59973 3.15338 2.60555 3.11281 2.48413 2.47644 2.27894 2.25992 2.46323 2.16211 2.05217 2.51525 2.01603 1.81642 1.7683 1.76613 1.68812 2.16795 2.13252 1.99817 1.65592 1.89375 1.54718 1.56291 1.5457 1.53099 1.49655
threshold=0.0056525857653468856 0.010180860292166473 0.012636432424187662 0.00082683752407319855 0.028020657598972324 0.0036604277556762104 0.0087224207818508166 0.019431582652032379 0.0016331639490090313 0.00082683752407319855 0.0019672545604407792 0.00038414125447161501 0.001792412775103003 0.00090704852482303988 0.14610802382230761 0.00096484774257987748 0.002945306478068233 0.0014427106943912806 0.0025217677466571335 0.0095705352723598498 0.0072436286136507997 0.0042751494329422721 0.00017767510871635753 0.00017767510871635753 0.0027679565828293566 0.0032328735105693345 0.0054799309000372895 0.0011980500421486797 0.0016331639490090313 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 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 10 7 6 9 12 17 15 18 -12 16 -1 23 28 -3 19 -2 21 22 -5 -21 24 -15 26 -8 -14 -4 -25
right_child=1 4 5 8 -6 -7 25 -9 -10 -11 11 -13 27 14 -16 -17 -18 -19 -20 20 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.004841963033242338 -0.0010538403459818327 0.0065147698155749974 0.0027730899796838534 0.00065432300810372814 0.010772023553631471 -0.0021366827294810311 0.0040867147236422251 -0.0045646160367006595 -0.0030284547935190143 -0.00440399069823268 0.0075973029384998657 0.0011411369826314658 0.0035581130424127473 0.0052014929890871085 0.00824468666392064 -0.0023036162398641568 0.00098559983319573613 -0.0048208553715176116 0.0091559222494349817 0.0018544023504654544 -0.00091957438017415912 -0.0063480915650425034 0.0089368606730246634 -0.0012311832861545977 -0.0037152998956257368 0.0010457181896248377 0.013503572522308743 -0.0076384932682369948 0.011127579088802752 -0.0037049494465431483
leaf_weight=828.34203386306763 313.20109248161316 707.39510703086853 229.52304983139038 692.76628541946411 191.82301187515259 471.86611557006836 75.261710405349731 81.682748556137085 710.37901902198792 168.57131028175354 409.55878448486328 231.10524845123291 65.676275014877319 149.99602127075195 58.567411422729492 151.30348992347717 188.01691102981567 141.03022909164429 48.98197603225708 209.82477951049805 225.14342761039734 128.96822190284729 189.55298781394958 1091.0230724811554 98.74402117729187 74.573884963989258 106.28804063796997 58.086133718490601 72.051191329956055 1390.6962642669678
leaf_count=536 149 259 97 320 65 251 31 41 379 98 140 94 27 63 22 79 87 80 18 90 109 77 73 596 53 36 35 34 26 815
internal_value=0 0.00183976 -0.00170137 0.000658414 0.00485603 0.000859549 0.00247061 0.00382517 -0.000574746 0.000558874 0.00348376 0.00526839 0.00449758 -0.00265671 -0.00200769 0.00240616 0.00535377 0.000523394 0.000326937 0.00104453 0.00300402 -0.00044468 0.00521588 -0.0022276 0.00166173 0.00710916 0.0095998 -0.00169686 0.00476912 -0.00261742
internal_weight=0 4593.19 4966.81 3300.51 1292.68 1349.44 877.573 1100.86 2297.66 621.449 1002.85 640.664 1019.17 3617.37 2789.03 452.878 895.412 1587.29 362.183 1446.26 624.521 821.735 399.378 2730.46 248.74 256.124 181.55 123.762 301.574 2481.72
internal_count=4780 2042 2738 1529 513 653 402 448 1128 300 401 234 407 2085 1549 202 346 749 167 669 272 397 163 1527 116 102 66 61 123 1411
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=29 71 98 13 80 20 117 99 80 63 22 143 103 58 20 71 119 140 78 58 148 1 6 131 150 110 58 143 115 143
split_gain=11.882 6.0647 4.92077 3.62258 3.38591 2.98297 2.70473 2.75237 2.27885 2.73442 2.04289 2.0393 2.20716 1.82669 1.66699 1.75987 2.12158 1.6461 1.98793 2.3142 1.6337 1.53541 1.49433 1.4025 1.35295 1.31591 1.28373 1.44069 1.31326 1.26892
threshold=0.013439828064292671 0.045367386192083366 0.010180860292166473 0.0005375427135732026 0.052634395658969886 0.00090704852482303988 0.012636432424187662 0.023343417793512348 0.00062670491752214741 0.00099512818269431613 0.0013146653072908523 0.001792412775103003 0.00050559637020342063 0.0011615398107096555 0.00080172589514404546 0.0048403022810816774 0.00073092587990686308 0.05109804309904576 0.0015833032084628942 0.0027679565828293566 0.010180860292166473 0.0027679565828293566 0.00039601318712811922 0.0015349716995842757 0.0015349716995842757 0.04673989117145539 0.001792412775103003 0.00899649551138282 0.0014427106943912806 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 10 8 7 11 25 13 14 21 -13 23 15 16 -2 18 19 -4 24 -3 -11 -10 -20 -1 27 -17 -28 -6
right_child=2 6 17 -5 29 -7 -8 -9 9 22 -12 12 -14 -15 -16 26 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0026800255277992175 -0.0027546606082880887 -0.0074107411887027637 0.0092850640369325273 -0.0039782536903243048 0.01220325260218387 -0.0028331525961893785 0.0042380663224854702 0.0079401096810383844 0.0082868095847215082 -0.00086268011228624898 -0.0042533967920572483 0.0028393801892249719 -0.0066138936746884371 0.0011736348788053009 -0.00056575401497723041 0.013520890711179834 0.0065269011027167499 0.0093477219221892033 0.0035832627907663251 -0.0020549615450976434 0.0015665020024953299 0.001971834105841693 0.0092893949354899349 1.0323738783352944e-05 0.01207618675125796 0.0065836874228519032 0.00056210515333950583 0.0033637274002559754 0.0067808886238617241 0.0037121545553072152
leaf_weight=789.72356128692627 217.34673857688904 176.781094789505 61.571382761001587 1425.1637227535248 89.066342115402222 1513.5863602161407 654.60703015327454 89.63986349105835 227.52775573730469 1131.1756207942963 184.00426244735718 294.14452576637268 78.15137767791748 379.9321665763855 635.25367307662964 74.52776312828064 85.901944875717163 265.82337546348572 67.625447273254395 167.05729389190674 92.850382566452026 57.879585981369019 37.447368383407593 66.043248653411865 152.95387077331543 40.290913820266724 207.71518135070801 65.676275014877319 143.5749831199646 86.956743955612183
leaf_count=454 109 112 20 879 27 837 263 37 86 579 102 126 44 174 296 25 33 91 27 75 42 27 14 30 50 16 94 27 53 31
internal_value=0 -0.00107678 0.00288565 -0.00180096 0.00142374 -0.00105964 0.00193041 -0.000238153 -5.50619e-05 0.000925063 0.0007056 -0.00144598 0.000854974 0.00346259 0.0013437 0.00286996 -0.000125451 0.0061248 0.00454428 0.000998991 0.00713037 -0.00509651 -0.000537367 0.00642489 0.00947242 -0.00223034 0.00471811 0.00876293 0.00310377 0.00800859
internal_weight=0 6962.09 2597.91 5610.89 1790.02 4185.73 1351.2 696.596 2672.14 1842.13 1614 606.957 372.296 673.503 1430 794.743 303.249 807.882 542.058 228.629 313.43 234.661 1168.62 293.571 220.579 830.014 491.494 140.204 351.29 176.023
internal_count=4780 3678 1102 3069 797 2190 609 346 1353 883 739 309 170 290 637 341 142 305 214 95 119 139 593 116 77 470 199 52 147 58
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=0
split_feature=53 50 80 23 39 129 93 99 117 133 60 98 40 75 19 83 108 101 94 22 28 96 20 71 19 60 144 98 150 86
split_gain=10.1107 7.58076 3.98203 2.6121 2.4657 2.32019 2.60479 2.5187 2.09196 2.00394 2.00329 2.03274 1.91377 1.75483 1.73807 1.56705 1.51941 1.49263 1.47628 1.71174 1.59258 1.30576 1.28592 1.26631 1.25513 1.25489 1.40984 1.384 1.22629 1.44201
threshold=0.015675474889576439 0.028884131461381916 0.052634395658969886 0.0044099434744566688 0.0087224207818508166 0.0015833032084628942 0.18012819439172748 0.0011615398107096555 0.034632634371519096 0.0042751494329422721 0.018276390619575981 0.0037758676335215573 0.0036604277556762104 0.013860232196748258 0.0026012937305495147 0.011519505176693203 0.079227816313505187 0.0087224207818508166 0.0062037324532866487 0.0010918468469753864 0.0026012937305495147 0.0026833302108570938 0.00090704852482303988 0.025578102096915249 0.014293605927377941 0.013860232196748258 0.00017767510871635753 0.0051502294372767219 0.00899649551138282 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 8 6 7 -3 13 -9 11 16 17 25 -14 -10 21 28 19 -7 -20 24 -11 -17 -2 26 -5 -27 29 -13
right_child=2 5 -4 4 -6 18 -8 9 15 22 -12 12 14 -15 -16 23 -18 -19 20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0032315566397362119 0.00033510199444556645 -0.00031985586977621223 0.0085773547169331592 0.00055723124384167162 -0.0036653481898246661 0.0002129230545307215 -0.0076120031382023549 0.0077915717130262524 0.0084373761237668057 0.0045124905066206526 0.0083439559710667324 0.0030959582549409913 0.0054460445005545463 -0.0054235050733575886 -0.0045679425501581779 -0.0019372768286591601 0.0062135255583590033 0.0099460848256957626 0.0069004079606902434 -0.0081434215006376022 -0.0040499032972417959 -0.0028882317437059594 -0.0028023176778337864 0.0061232877587444525 0.0086861710526498648 0.00042588096723328057 -0.001820098333590579 0.009048151382672889 -0.0011086213829889092 0.0094798577252216149
leaf_weight=1893.2237374782562 552.47000360488892 233.99491572380066 272.72569131851196 1093.7503128051758 700.93194913864136 151.99131536483765 49.028097867965698 437.62726521492004 105.6002151966095 216.88752126693726 122.08796644210815 317.53459286689758 68.152846813201904 192.78756833076477 118.96969103813171 134.7696168422699 96.542179346084595 116.40087556838989 96.542179346084595 102.68848752975464 50.610296487808228 332.78505873680115 83.10452127456665 76.316509485244751 48.98197603225708 145.0889995098114 1450.9361169338226 68.51982045173645 106.33416247367859 122.61536598205566
leaf_count=1152 246 107 89 528 408 74 29 157 40 84 42 126 26 126 59 66 35 38 35 64 26 171 42 29 18 76 771 29 46 41
internal_value=0 -0.00090883 0.00290925 -0.0017034 -0.000974409 0.00236554 0.00363259 0.0042 -0.000397207 0.00563383 0.00213744 0.00173455 0.00354469 -0.000811631 -0.000920698 0.00346466 0.000241862 0.00480521 -0.000852743 -0.00315641 0.00313426 -0.000375237 0.00248612 0.000976956 0.00101521 -0.00048929 -0.000798281 0.00319167 0.0037102 0.00487436
internal_weight=0 7284.4 2275.6 5861.92 3968.7 1422.47 1020.64 971.614 3267.77 737.619 2002.87 1880.79 850.008 2951.08 187.123 316.686 1030.78 662.885 401.832 254.68 147.152 934.237 299.992 211.086 601.452 2758.3 2544.69 213.609 546.484 440.15
internal_count=4780 3843 937 3225 2073 618 419 390 1665 283 848 806 336 1530 85 135 470 251 199 138 61 435 126 95 264 1404 1299 105 213 167
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=0
split_feature=140 7 101 4 150 94 3 60 87 20 123 15 27 86 80 117 91 15 100 98 73 53 117 26 117 31 14 54 127 52
split_gain=10.4954 5.01174 4.19756 3.60955 2.18884 2.15777 2.17503 1.93425 1.81177 2.00248 1.94816 1.937 1.80516 2.2712 3.30281 1.70249 1.69347 1.67789 1.63709 1.62797 1.56956 1.56296 1.44725 1.38936 1.39035 1.31497 1.29081 1.29947 1.28827 1.15991
threshold=0.00899649551138282 0.00062670491752214741 0.028020657598972324 0.00087947337306104611 0.010500331409275534 0.028884131461381916 0.0011980500421486797 0.002945306478068233 0.0092791137285530585 0.00080172589514404546 0.00017767510871635753 0.0058306583669036635 0.0011980500421486797 0.00017767510871635753 0.00090704852482303988 0.0042751494329422721 0.0022272822679951791 0.060991313308477409 0.0092791137285530585 0.0051502294372767219 0.0020292587578296666 0.059226244688034065 0.016668972559273246 0.0022975050378590827 0.04673989117145539 0.00093549740267917525 0.0013560238294303419 0.035692447796463973 0.00087947337306104611 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 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 7 6 12 17 9 10 11 -2 13 14 -1 -7 19 23 -6 -4 -18 -3 -21 24 -5 -9 27 -11 -16 -14
right_child=1 21 16 4 18 15 -8 25 -10 26 -12 -13 29 -15 28 -17 20 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012595648688004651 -0.0038341905462381609 -0.00072201200526440497 0.0019841052589518317 0.0018380479539511375 -0.0033691164055406849 -0.0024108954984581447 -0.003543618351814866 0.010203474200894656 -0.0080258294856774669 -0.0029263414319016523 0.0094421291906246155 0.0034211453480430063 -0.0033373017917495127 -0.0045852948071699534 0.0057642199109603394 0.0048593747751837961 -0.0091293847837129408 0.0083803032985039182 0.0042545095430076884 0.0042389692649516478 0.0033380404629891379 0.004896572326956959 0.015308750676172746 0.010727914365724765 0.0070470966841544294 0.0024734250808774953 -0.009406646953613167 0.004851174087994182 -0.0018400807725408169 6.2641802511745424e-05
leaf_weight=609.52539968490601 121.28583693504333 1623.7025620937347 117.70834422111511 674.83270001411438 139.19536089897156 134.44876503944397 1822.2273452281952 268.2999472618103 56.136961460113525 181.27502107620239 96.014779806137085 380.89472198486328 1059.4011604785919 214.2284631729126 345.2360999584198 200.76674365997314 40.864435195922852 204.04544496536255 142.52018404006958 54.141667366027832 66.043248653411865 133.98954772949219 64.942327737808228 59.622210502624512 158.11356210708618 69.207645893096924 49.922471046447754 76.316509485244751 66.410222291946411 328.68016648292542
leaf_count=330 62 813 54 269 65 74 1124 90 34 85 36 150 619 126 140 85 26 64 55 23 30 49 21 20 55 24 31 29 33 164
internal_value=0 0.00178077 -0.00154126 0.0031425 0.00451696 -0.00192494 -0.00221662 0.00530846 0.000690599 0.00123085 0.00291652 0.00166885 -0.00129491 9.53369e-05 0.00107727 0.0019434 0.00379582 0.00428975 0.000487684 0.00615407 -0.00142751 -0.000293705 0.0102759 0.00335463 0.00282685 0.00861839 -0.0020482 -0.000622101 0.00453743 -0.00253224
internal_weight=0 4435.38 5124.62 2677.68 1715.84 4780.92 4445.71 1434.12 961.846 905.709 598.195 502.181 2623.48 1235.4 1021.17 335.216 343.7 1096.61 281.716 236.792 106.908 1757.69 119.084 892.568 832.946 337.508 307.514 257.592 411.646 1388.08
internal_count=4780 1931 2849 1069 642 2695 2536 522 427 393 248 212 1412 629 503 159 154 408 120 98 56 862 44 344 324 114 145 114 173 783
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=140 124 80 101 117 3 63 80 150 93 71 123 108 107 82 141 32 11 104 117 144 65 25 91 93 126 99 136 131 50
split_gain=9.49874 4.49979 4.26728 3.92119 2.85335 2.20823 2.08394 2.71426 1.95476 1.91703 2.12112 1.83858 1.75836 1.56414 1.51459 1.49325 1.47979 2.04891 2.01913 1.87797 1.64595 1.46741 1.43741 1.35053 1.34504 1.3363 1.33145 1.26303 1.25175 1.40792
threshold=0.0079489401541650313 0.0012745757703669371 0.01884530205279589 0.14610802382230761 0.034632634371519096 0.0011980500421486797 0.0068083447404205808 0.00062670491752214741 0.0046923852059990176 0.00057154725072905432 0.055838862434029586 0.00017767510871635753 0.0005375427135732026 0.020035739988088611 0.00085274505545385193 0.00899649551138282 0.000490355829242617 0.010180860292166473 0.00060774214216507982 0.016668972559273246 0.0011261500185355546 0.00038414125447161501 0.0032328735105693345 0.0014427106943912806 0.0048403022810816774 0.00062670491752214741 0.023343417793512348 0.00038414125447161501 0.00040826165059115743 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 11 6 7 21 -4 13 -11 12 -2 28 -5 25 17 18 -9 26 -19 -1 -8 -12 -17 -14 -18 -10 29 -3
right_child=1 9 8 14 -6 -7 22 16 27 10 23 -13 15 -15 -16 24 19 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099351473893871558 -0.0073622698760130644 -0.0011232385011533655 0.0081971083395634362 0.011529041044054743 0.0055314644667397101 -0.0031303526149143142 -0.0061248925193540344 0.010196228990991039 -0.0042587058450976583 -0.0026844166801218636 -0.00027054990652932868 0.0041999107315271005 0.00020401791574773125 0.0092602311893604326 0.00071598171890000981 -0.00087920664550035434 -0.0024974674023033054 -0.0099025390629688386 0.0024590480322568093 0.0035746213282087875 0.0044177163608865215 -0.0050765232225630438 0.00011949155218207711 0.0086576975025487082 -0.0094871846754393929 0.0036541360009136482 0.0040034397299152889 0.0050418157892692722 -0.00065130005714828453 0.0076658560496501342
leaf_weight=692.9968945980072 71.936887264251709 74.573884963989258 447.85440421104431 75.949535846710205 423.98305940628052 1882.9504766464233 289.78896498680115 122.98233962059021 56.457813262939453 914.19585585594177 105.80676293373108 367.25051617622375 847.55502438545227 61.938356399536133 56.457813262939453 202.9224636554718 536.21286153793335 47.078925609588623 268.23176503181458 250.84964060783386 34.970796585083008 322.44361567497253 135.13659048080444 70.629418611526489 58.453107357025146 419.60343718528748 92.322983026504517 103.28406929969788 408.04676914215088 117.13482284545898
leaf_count=375 41 36 145 26 157 1153 186 44 26 473 47 150 385 23 26 92 299 29 116 112 15 198 69 25 37 169 43 37 202 44
internal_value=0 0.00158545 0.00276154 -0.00156674 0.00181096 -0.00180701 -0.000914855 -0.000336316 0.00650335 -0.000427571 -0.00171572 0.00100931 0.000277181 0.00169561 0.00691841 0.000636713 0.00113035 0.00338467 0.00489131 -8.28671e-05 -0.00379904 -0.00229004 -0.00413903 0.00330353 -0.00280426 0.00134648 -0.00154258 0.00175472 0.000914395 0.00424694
internal_weight=0 4751.63 2999.3 4808.37 2391.7 4675.97 2793.02 2368.09 607.596 1752.33 1090.63 1967.72 1600.47 661.694 132.407 1528.53 1352.65 473.264 391.214 879.385 82.0497 1015.44 424.926 176.436 261.376 1267.16 628.536 159.742 599.755 191.709
internal_count=4780 2089 1239 2691 1031 2639 1486 1231 208 850 545 874 724 305 52 683 658 204 160 454 44 573 255 72 129 554 342 63 282 80
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=0
split_feature=140 117 20 80 99 132 98 91 101 147 29 129 70 141 101 69 140 54 69 101 86 5 113 8 68 98 108 76 116 80
split_gain=8.71433 6.18278 2.63649 2.6301 2.45708 2.55819 2.24113 1.9691 2.22648 1.75213 1.72657 1.67354 1.74084 1.58318 1.97207 1.68626 1.52161 1.64499 1.42066 1.88338 1.30445 1.2947 1.2769 1.25994 1.25139 1.32087 1.21888 1.18974 1.18292 1.14159
threshold=0.031632266007363803 0.016668972559273246 0.00090704852482303988 0.052634395658969886 0.034632634371519096 0.0026012937305495147 0.0005375427135732026 0.0042751494329422721 0.14610802382230761 0.00043393640953581786 0.015675474889576439 0.0028552538715302949 0.00046126570669002836 0.0066005610860884198 0.0013146653072908523 0.0022975050378590827 0.00090704852482303988 0.055838862434029586 0.019431582652032379 0.028020657598972324 0.00044738779251929378 0.00043393640953581786 0.0010585968848317864 0.010829726699739696 0.015675474889576439 0.015675474889576439 0.0030382014811038975 0.0013146653072908523 0.0026833302108570938 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 7 -3 8 16 -6 -8 13 -13 14 15 -2 -1 -18 19 27 -21 22 -12 -11 25 -16 -15 -4 -26 -28
right_child=3 2 18 -5 9 -7 10 -9 -10 23 21 12 -14 26 24 -17 17 -19 -20 20 -22 -23 -24 -25 28 -27 29 -29 -30 -31
leaf_value=-0.003722978100341947 0.002968513080794473 -0.0039083423899407225 -0.0021783380938261124 0.0078109882178592216 0.0073173636967890088 -0.0040835236343015422 0.002718717466138765 -0.0036034694954662758 0.0072381807209588008 0.0027907526323016261 -0.0033724327378193428 -0.0099157238893624652 0.0013140527737187432 -0.0063882321415075494 0.00025850239111467393 -0.0050379241015539727 -0.00094313969367042314 0.0033141486573981041 -0.0092072113971043215 0.00051948108121227358 0.011252689250736055 0.01024747069348648 0.0077380836676048713 -0.0038849153279724362 0.014439017588140686 0.0076782752426179162 -0.0014141133577575222 0.0038840453778268692 0.006556451668126401 0.0060058936315804876
leaf_weight=448.77483987808228 488.44410943984985 102.48193979263306 494.93533086776733 263.66765546798706 118.9235692024231 1003.1278345584869 844.82578301429749 761.65508055686951 83.952772617340088 177.17012882232666 44.395806074142456 52.766016483306885 99.752698421478271 64.461050033569336 126.03243279457092 75.995657682418823 2914.5298228263855 246.05692291259766 45.129753351211548 56.985212802886963 56.251265525817871 156.69178938865662 61.938356399536133 117.59404015541077 68.840672254562378 114.45170331001282 135.09046864509583 96.748727083206177 154.21521759033203 84.113198518753052
leaf_count=280 190 57 259 84 48 637 368 437 33 78 23 33 40 33 53 37 1518 110 29 25 19 54 23 69 21 38 58 42 55 29
internal_value=0 -0.000709035 0.00172225 0.00321402 -0.00152076 -0.00180234 0.00316571 -0.00128869 -0.000811318 0.00219441 0.0038201 0.00238619 -0.00257105 0.00296262 0.00387513 0.00189053 -0.000998547 -0.000611703 -0.000607024 -5.64309e-05 0.0058513 0.00735766 0.00309931 0.000127543 0.00629173 0.00378974 -0.000344246 -0.00118705 0.00898921 0.0014331
internal_weight=0 7832.17 1960.38 1727.83 5871.79 5458.1 1210.33 4454.97 3693.31 413.688 1107.85 1464.16 152.519 1311.64 1027.98 564.44 3609.36 3160.59 750.05 704.921 113.236 263.026 106.334 294.764 463.54 240.484 283.665 591.684 223.056 219.204
internal_count=4780 4109 899 671 3210 3015 525 2378 1941 195 468 587 73 514 394 227 1908 1628 374 345 44 100 46 147 167 91 120 301 76 87
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=0
split_feature=140 20 50 80 39 80 117 50 60 37 108 42 127 95 116 106 114 62 82 101 107 36 99 65 61 101 101 126 2 99
split_gain=7.90946 4.23374 2.89152 2.78537 2.09957 2.26639 2.06867 1.75638 1.724 1.59447 1.84049 2.11195 1.53363 1.43884 1.43016 1.41113 1.37107 1.36095 1.32344 2.60059 1.71678 1.27729 1.2385 1.79984 1.23648 1.60478 1.60314 1.21412 1.19147 1.13543
threshold=0.0079489401541650313 0.00062670491752214741 0.0063990866765379914 0.029773407615721229 0.0087224207818508166 0.0022272822679951791 0.034632634371519096 0.018276390619575981 0.00046126570669002836 0.0014427106943912806 0.00017767510871635753 0.0027679565828293566 0.00044738779251929378 0.00087947337306104611 0.00087947337306104611 0.032603342086076743 0.00096484774257987748 0.0013146653072908523 0.00017767510871635753 0.14610802382230761 0.0079489401541650313 0.0005375427135732026 0.057509137317538268 0.000490355829242617 0.0010263677686452868 0.0042751494329422721 0.013860232196748258 0.002945306478068233 0.00017767510871635753 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 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 6 5 22 9 12 -8 10 -2 14 17 -13 -12 27 28 -3 19 20 -1 -10 23 -4 25 -9 -26 -14 -5 -11
right_child=1 7 4 16 -6 -7 8 24 21 29 11 13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0020795018686840705 -0.0061215142684942561 -0.0021322260037709164 0.00058869687346826797 0.005943492828035679 -0.0037635793151581487 0.0035471232718194165 0.0010345198473141425 -0.0053523580484713985 0.005654976536525737 -0.0035572735129486633 0.0039419898687925586 0.001903709275374672 -8.0422810485157053e-05 0.0059195369924458585 -0.0014703736766895909 0.0049424206763024432 0.00018507140370869625 -0.0087402465189257358 -0.0031854165863691459 0.011325041732334923 0.0057358497976465394 0.013631242544814171 0.0044526927150116908 -0.0039290452247878801 0.0020397430140508682 0.0033656135836714254 0.010030643374011236 -0.0077865047289161996 0.012460191611991937 0.0020946067551427571
leaf_weight=908.83161783218384 64.828023672103882 531.12135243415833 595.37585473060608 228.90340662002563 295.06296038627625 516.60483384132385 141.46538496017456 109.75122928619385 172.4917151927948 242.04427433013916 173.95960974693298 424.80925035476685 612.18445777893066 469.64021229743958 409.05544638633728 131.5129759311676 68.886794090270996 91.314305782318115 1911.8210868835449 41.345712900161743 76.156083583831787 70.789844512939453 113.07605242729187 350.09900093078613 332.48626732826233 101.70187067985535 77.371308565139771 55.769987821578979 101.12834930419922 140.41058588027954
leaf_count=546 36 268 294 76 176 229 57 58 61 125 73 185 288 185 189 50 32 56 1150 14 33 21 48 201 142 40 27 31 30 59
internal_value=0 0.00144675 -0.00142967 0.00274306 0.000107154 0.000832232 0.00207666 -0.000271603 0.00542367 0.00140761 0.00212424 0.00248605 -0.00124064 0.00401226 0.000144563 0.000208271 0.00660113 -0.00310165 -0.00240791 -0.000959586 -0.00147524 0.0079759 -0.000492717 -0.00108417 0.0019461 -0.00115931 0.00354823 -0.000723832 0.00794034 -0.0014823
internal_weight=0 4751.63 4808.37 2708.41 1870.22 1575.16 2309.49 2043.21 384.747 1924.75 1542.29 1477.46 1421.9 894.449 583.015 799.467 398.919 622.436 2938.15 1026.33 984.988 243.282 1058.55 945.475 621.311 211.453 409.858 667.954 330.032 382.455
internal_count=4780 2089 2691 1129 948 772 991 960 139 852 668 632 693 370 262 369 138 324 1743 593 579 82 543 495 267 98 169 319 106 184
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=29 50 140 50 13 101 17 99 34 80 150 20 117 142 24 126 108 37 46 76 102 113 107 112 28 5 113 101 42 30
split_gain=7.53586 3.60705 2.90971 2.92711 2.58372 2.21462 2.5302 1.7864 1.72134 1.68348 2.42009 1.80678 1.67357 1.62702 1.37802 1.32587 1.47354 1.16137 1.10068 1.09245 1.79046 1.27526 1.21608 1.11951 1.4859 1.08874 1.05566 1.2206 1.2465 1.23696
threshold=0.013439828064292671 0.076978169381618514 0.13119348138570788 0.0038949446752667431 0.0005375427135732026 0.028020657598972324 0.0038949446752667431 0.00060774214216507982 0.00055427959887310873 0.00062670491752214741 0.010500331409275534 0.00090704852482303988 0.014293605927377941 0.00052132029668428015 0.0011980500421486797 0.0003614811430452392 0.0019672545604407792 0.0098710241727530974 0.00017767510871635753 0.0010263677686452868 0.0056525857653468856 0.0060143163427710542 0.029773407615721229 0.00037263428384903824 0.0022975050378590827 0.0012745757703669371 0.019431582652032379 0.14610802382230761 0.0023699469165876512 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 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 19 9 6 18 -8 -3 26 11 13 -10 -11 -12 16 -14 -15 -5 23 21 -21 -22 -2 -25 -9 27 28 -1 -30
right_child=2 8 -4 5 -6 -7 7 25 12 10 14 -13 15 17 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0035311279981785383 0.0002384907177911934 0.0075803998163744947 0.0068936406678703297 0.0094264238141920191 -0.0030775305011992819 0.0085985210402103954 -0.010317275617983949 -0.0031349034696166234 -0.0022499606360360572 0.010665439077113228 0.0021873289397968823 -0.0011723136832876319 -0.0045258385299653597 0.0014598675224249485 -0.0050716674379399631 0.0082269032844087576 0.004419377792450223 -0.0041156023399525152 0.0031825572797280766 0.0089220026231966298 -0.010157781618609888 -0.00020431280383846132 0.0017400113996866749 -0.0058934875004203607 0.0030235080670011705 0.0030918471342634983 -0.0071261631234732451 0.0071463307464136377 0.0015804450987602682 -0.0025877936545081657
leaf_weight=656.74269080162048 329.00101828575134 141.25883722305298 304.11899518966675 76.843909025192261 1445.7563662528992 160.95710754394531 47.973298788070679 134.24221730232239 197.80889415740967 46.138430595397949 81.476200819015503 1084.7163383960724 70.835966348648071 1725.7473449707031 330.92813014984131 104.3388683795929 131.5129759311676 98.74402117729187 866.17443418502808 97.069578886032104 38.915262937545776 63.199703216552734 47.927176952362061 225.39609718322754 58.934385061264038 147.15247583389282 96.313571214675903 37.814342021942139 354.75335311889648 357.20786452293396
leaf_count=392 156 50 96 28 888 57 31 67 98 16 34 571 32 808 193 35 50 53 346 34 26 28 20 127 25 61 65 17 170 206
internal_value=0 -0.00085753 0.00229808 0.00168879 -0.00122143 0.00307267 0.00237365 -0.0013991 0.00270185 -0.00067047 -4.95025e-05 0.000451193 0.00133586 0.00139261 -0.00363755 0.00364866 0.00128794 0.00115812 0.00369135 -0.000616512 0.00219028 0.00532318 -0.00359155 -0.00174737 -0.00404522 0.000121312 -0.00206202 -0.00171524 -0.00196007 -0.000510859
internal_weight=0 6962.09 2597.91 2293.79 6316.34 1433.34 1272.39 329.368 645.756 4870.58 3367.75 2955.35 504.497 1870.63 412.404 306.688 202.349 1824.49 943.018 860.443 247.112 160.269 86.8424 613.332 284.33 281.395 1502.83 1406.52 1368.7 711.961
internal_count=4780 3678 1102 1006 3413 590 533 159 265 2525 1675 1448 215 877 227 117 82 861 374 416 108 62 46 308 152 128 850 785 768 376
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=0
split_feature=75 4 29 91 77 129 60 50 125 99 118 82 85 117 82 63 18 99 127 58 52 94 107 44 109 27 52 43 32 149
split_gain=6.18258 3.51494 2.78731 2.34632 1.92837 1.8608 1.9232 2.07784 1.76195 1.57818 1.79493 1.7375 1.65378 1.57406 1.53401 1.49963 1.47765 1.39936 1.38788 1.34845 1.94878 1.31163 1.29818 1.22991 1.19576 1.14801 1.5073 1.49856 1.3546 1.38775
threshold=0.00077738583786413084 0.00087947337306104611 0.013439828064292671 0.0049928687512874612 0.00082683752407319855 0.0015833032084628942 0.0022272822679951791 0.028884131461381916 0.020035739988088611 0.023343417793512348 0.00047558375808876013 0.024066280573606495 0.0053125319536775359 0.034632634371519096 0.0020292587578296666 0.0021592099219560628 0.00038414125447161501 0.034632634371519096 0.00087947337306104611 0.021960759535431865 0.00899649551138282 0.015200819820165636 0.0035485138650983576 0.0020932231564074759 0.024810968898236755 0.0013560238294303419 0.002945306478068233 0.00055427959887310873 0.00062670491752214741 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 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 13 5 14 6 7 19 9 11 -11 12 16 17 -5 -8 24 21 -18 20 -3 -2 -19 -9 -1 -4 -27 -28 -29 -30
right_child=2 3 25 4 -6 -7 15 23 -10 10 -12 -13 -14 -15 -16 -17 18 22 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0018457020318520313 -0.0023240832208211177 -0.00020258818684334241 0.0032964176927613325 -0.0010331778836791788 0.0032939202450317177 -0.00060341592319368062 0.0088267232416858171 0.0096234770810189885 -0.008746995401419877 0.010933038618798845 0.00041727088003398657 -0.0059943317553019975 -0.0090796053200872685 0.0018457177061198355 -0.012175806473645674 0.0015504244232872962 -0.00091342208783074062 -0.00095419402754724466 -0.0098043557819412503 -0.0046204245076053108 0.0056362735335335505 0.00077270773275935631 0.0059370833815399898 0.0037813798716604058 -0.0045414735185242061 -0.0048636491656640548 -0.0020399619537830411 -0.0027209199697763491 0.011525441267046417 0.0028668772858384843
leaf_weight=1038.57590675354 3707.9953048229218 321.68560695648193 410.75194907188416 72.785138607025146 109.86553335189819 211.77395176887512 329.87133002281189 155.95784211158752 55.609561920166016 71.156818151473999 94.432581186294556 119.38278651237488 45.657152891159058 317.99381017684937 53.66038966178894 90.167263031005859 216.08539175987244 190.74615240097046 55.082162380218506 77.784404039382935 257.13231325149536 376.65346527099609 106.49458837509155 213.31002855300903 78.839203119277954 130.91739416122437 247.89179110527039 84.526293992996216 56.251265525817871 260.96247553825378
leaf_count=470 2146 144 171 32 43 90 110 48 35 24 39 73 28 151 35 36 104 104 36 41 89 195 42 76 39 77 125 43 19 115
internal_value=0 0.00161126 -0.00100343 0.0031094 -0.00155164 0.00377386 0.00441497 0.00324813 1.2515e-05 0.00029585 0.00493609 -0.00019872 0.000283693 -0.00155099 -0.00576184 0.00726476 0.000591562 -0.00179749 -0.00271943 0.00156061 0.00239125 -0.00203852 0.00151479 0.00624875 0.00139505 0.00115677 3.08151e-05 0.00101717 0.00290357 0.00440229
internal_weight=0 3668.82 5891.18 1893.99 236.311 1657.68 1445.91 1025.87 1774.82 1719.21 165.589 1553.62 1434.24 4699.88 126.446 420.039 1388.58 4381.89 271.168 656.602 578.818 4084.65 297.241 369.268 1117.42 1191.3 780.549 649.632 401.74 317.214
internal_count=4780 1592 3188 744 110 634 544 398 848 813 63 750 677 2638 67 146 649 2487 140 274 233 2341 146 124 509 550 379 302 177 134
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=50 29 15 101 29 140 22 99 105 33 18 116 150 93 150 143 71 136 108 71 99 149 103 118 76 46 123 104 93 41
split_gain=5.94457 3.23749 3.17508 2.38908 2.30125 2.26908 1.95184 1.74442 1.74218 1.68113 1.59982 1.68941 1.55871 1.44347 1.3865 1.47016 1.44622 1.35794 1.33521 1.37863 1.49259 1.31474 1.36054 1.46398 1.28789 1.25559 1.20629 1.25512 1.26112 1.20267
threshold=0.028884131461381916 0.0087224207818508166 0.044033329933881767 0.14610802382230761 0.011519505176693203 0.076978169381618514 0.0022975050378590827 0.0013146653072908523 0.00062670491752214741 0.0081988852471113222 0.0054799309000372895 0.0012357163941487672 0.010500331409275534 0.00096484774257987748 0.010500331409275534 0.0044099434744566688 0.037906534969806678 0.0044099434744566688 0.011169348377734424 0.15819545835256579 0.0011615398107096555 0.016164712607860569 0.00037263428384903824 0.00037263428384903824 0.00044738779251929378 0.0095705352723598498 0.0010263677686452868 0.0015833032084628942 0.010829726699739696 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 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 3 4 14 12 7 8 -6 26 11 -9 -4 -5 15 -1 29 18 19 21 -21 -2 -23 -24 -10 -18 27 28 -3 -17
right_child=1 9 5 13 6 -7 -8 10 24 -11 -12 -13 -14 -15 -16 16 25 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023188898260965356 -0.0023944081355411237 0.0039805696133937869 0.0019982810934843801 0.0092270961849812445 0.0021043134063934398 0.0063093434732682504 -0.0066358978054764026 0.0076032440860855175 -0.0041094647334681744 -0.00015702428496054045 -0.0041389650903145723 0.0019044827245696411 -0.0049262744484891976 -0.00074029982212021114 -0.0044102846914679432 -0.00040559061152118731 0.0062050337084599005 0.0087974156646435115 -0.0052348605591621793 -0.0028569699712071963 0.0057537469930491244 0.0076844548588054611 -0.0042646144511464335 0.0060319521838855354 0.00081180812578900488 -0.0014574124729586266 0.010019913630644452 0.0064554719342869733 -0.0047798236367929247 -0.0037033065966193971
leaf_weight=2211.6988253593445 366.33408260345459 154.74261713027954 366.40226483345032 91.222062110900879 346.4974467754364 256.23794007301331 93.26347804069519 167.53857159614563 376.86001300811768 146.0976767539978 82.944095373153687 581.22630977630615 104.43111205101013 60.356157779693604 417.44971823692322 1745.9068336486816 140.043612241745 48.087602853775024 101.587566614151 65.882822751998901 213.14960265159607 80.214854001998901 92.162557125091553 55.196466445922852 205.39903545379639 86.475466251373291 133.2556004524231 384.90737056732178 55.930413722991943 328.49768018722534
leaf_count=1291 185 54 159 34 145 87 56 63 202 63 46 258 57 26 247 925 56 16 55 34 80 29 47 21 91 43 43 135 27 205
internal_value=0 0.00250547 -0.00062046 -0.000950007 -0.00108872 0.00252301 0.000413099 0.000786531 -0.000702885 0.00473825 0.00244974 0.0031796 0.000462411 0.00525823 -0.00165342 -0.00139839 -0.000513579 0.000595133 0.000190395 0.000821754 0.00372066 -0.00054022 0.00244453 -0.000407816 -0.00237343 0.00327983 0.00571952 0.00475735 0.00165482 -0.000927809
internal_weight=0 1897.55 7662.45 6935.38 6783.8 727.071 1853.73 1760.47 928.756 874.934 831.709 748.765 470.833 151.578 4930.07 4512.62 2300.92 1022.62 974.528 872.94 279.032 593.908 227.574 147.359 582.259 226.519 728.836 595.58 210.673 2074.4
internal_count=4780 789 3991 3688 3628 303 861 805 438 322 367 321 216 60 2767 2520 1229 467 451 396 114 282 97 68 293 99 259 216 81 1130
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=124 80 100 117 50 39 38 145 76 79 115 4 2 112 43 55 140 58 92 81 138 60 113 99 118 150 60 77 0 46
split_gain=4.80383 4.66631 3.70202 2.93571 2.20009 2.1191 1.97855 1.95169 1.9141 1.82105 1.65096 1.63384 1.939 1.57341 1.46877 1.3712 1.41837 1.28234 1.60875 1.65411 1.56372 1.42161 1.20848 1.20767 1.91271 1.30527 1.69784 1.70301 1.19378 1.14936
threshold=0.0015349716995842757 0.0019672545604407792 0.00044738779251929378 0.022641776129603389 0.0063990866765379914 0.00077738583786413084 0.0030382014811038975 0.00093549740267917525 0.00093549740267917525 0.0058306583669036635 0.0020292587578296666 0.00087947337306104611 0.00047558375808876013 0.0038949446752667431 0.00039601318712811922 0.000490355829242617 0.00244467705488205 0.0027679565828293566 0.021960759535431865 0.020658296532928947 0.00073092587990686308 0.0070226341485977182 0.013439828064292671 0.023343417793512348 0.00057154725072905432 0.0060143163427710542 0.0033348383149132137 0.00068727668258361529 0.024810968898236755 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 10 15 14 13 -5 11 28 12 -9 -4 -3 16 -6 -7 19 20 -19 -20 -13 25 -25 26 27 -1 -2 -18
right_child=4 2 3 8 5 17 -8 9 -10 -11 -12 22 -14 -15 -16 -17 29 18 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011012430865410612 -0.00037884060828460636 0.0048040893855439519 -0.0018315504860503045 0.0027032809068026084 -0.0029887154896088529 -0.0027861652678872095 -0.0011799768078860425 -0.0046383171362211631 0.0089344778940487757 -0.0035771411507899589 -0.0028189743800939495 0.0034047937491252164 0.0043739648889043513 -0.01203953193185181 0.010191959970291256 -0.0055991996444639015 0.006878905304500531 -0.0056962881591134619 0.0014479681662034703 0.0088387202781574584 0.0003466084997385647 0.011146875187393469 -0.0035151015433037406 0.0074889576001780662 -0.00077799586101221733 -0.0031179151902747462 0.0039730951432617118 -0.0026848070150524315 0.0084348827462099995 0.00032099501411379778
leaf_weight=529.81388378143311 486.56512045860291 330.44485139846802 300.08428621292114 570.2872838973999 62.511877775192261 526.99439978599548 89.11246395111084 176.5284252166748 157.21918892860413 179.21154475212097 2041.3167083263397 818.98120450973511 90.167263031005859 43.180581092834473 204.9398181438446 41.391834735870361 259.28803324699402 162.35681986808777 111.49385380744934 40.290913820266724 314.3020133972168 57.145638704299927 68.359394550323486 110.3929328918457 191.06700420379639 590.72150254249573 198.1297459602356 675.98174381256104 41.712686538696289 90.006837129592896
leaf_count=252 249 120 148 227 33 298 38 94 53 100 1226 332 36 29 66 25 96 95 51 16 158 21 33 42 96 325 90 374 17 40
internal_value=0 0.000999624 0.00228845 0.00139746 -0.00125671 0.000158657 0.00571832 0.000246468 0.00404989 0.0011121 -0.00217424 0.00184029 -0.00159135 -0.00311565 0.00686651 0.00307573 0.00394768 -0.000931589 0.000493974 -0.000889393 -0.00171169 0.00473457 0.0028717 -0.000700307 0.00224932 -0.0011461 -0.000316426 -0.00102126 0.000317089 0.00518905
internal_weight=0 5324.62 3028.52 2404.02 4235.38 1665.78 624.497 1676.51 727.506 1333.25 2569.59 1154.04 266.696 343.265 535.385 453.199 411.807 1212.58 685.589 516.95 476.659 168.639 887.341 2296.11 301.46 1994.65 1403.93 1205.8 528.278 349.295
internal_count=4780 2455 1276 1052 2325 833 224 772 280 595 1492 495 130 177 186 194 169 639 341 269 253 72 365 1179 138 1041 716 626 266 136
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=0
split_feature=140 40 80 100 99 107 117 50 101 138 67 55 4 61 106 146 34 52 117 113 43 110 14 95 100 32 52 19 9 109
split_gain=5.32513 3.50038 2.6839 1.97482 1.78655 1.6741 2.1267 1.67018 1.67973 1.56973 1.50741 1.49825 1.3869 2.99145 1.29348 1.52114 1.25667 1.49129 1.2399 1.20325 2.22212 1.12042 1.19583 1.09379 1.08629 1.06623 1.05576 1.17057 1.03981 0.999193
threshold=0.0060143163427710542 0.0048403022810816774 0.011880517937242987 0.0013986918493174019 0.017188700847327713 0.004017772153019906 0.027182282879948619 0.076978169381618514 0.14610802382230761 0.00044738779251929378 0.0014427106943912806 0.00044738779251929378 0.00068727668258361529 0.0010263677686452868 0.024810968898236755 0.0015349716995842757 0.00055427959887310873 0.0011615398107096555 0.12087306752800943 0.0020932231564074759 0.0014881226234138014 0.024066280573606495 0.0010585968848317864 0.0072436286136507997 0.00099512818269431613 0.00077738583786413084 0.010500331409275534 0.0016846025246195497 0.0012357163941487672 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 9 11 6 -4 8 18 12 28 14 -3 -14 19 -16 -9 -18 21 20 -2 26 -23 -17 -6 -21 -1 -28 -11 -7
right_child=1 3 5 -5 24 29 -8 16 -10 10 -12 -13 13 -15 15 23 17 -19 -20 25 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0023793147383771255 -0.00015451872733034675 -0.00016111365772624611 -0.0019105153839756477 -0.0019854943905298606 0.0001816939725454016 0.0060672659158168933 0.008842038253622132 0.0083125101016036772 0.0048817204557321629 -0.0055531332097884219 0.0056676870977327128 -0.0040817249638469165 0.01076255992069843 -0.00047662983446199018 -0.00052648387974959458 0.0062588684393043966 -0.0068549358740133187 0.0028381465807833426 0.0048862100900634794 -0.0031151817980304142 0.0055186045753657861 0.005488782423372647 -0.0025468940847787865 -0.00073332684794156773 0.0067211528654500113 0.00076584866953114728 0.0045919373022076278 -0.0021493786811139374 0.0012507431655537913 0.00098364675467292866
leaf_weight=3210.1943681240082 593.9079601764679 162.26457619667053 195.28620052337646 1170.2974314689636 91.589035749435425 642.88793516159058 60.149610042572021 67.258473634719849 96.381753444671631 156.142329454422 61.250530958175659 158.77932715415955 134.67737317085266 105.64633703231812 196.86839914321899 294.41925573348999 52.399042844772339 163.47980117797852 67.99242091178894 378.96961116790771 243.32768154144287 102.06884431838989 84.732841730117798 69.04721999168396 207.09553813934326 332.00498962402344 118.76314330101013 140.66325545310974 87.690691232681274 113.76387786865234
leaf_count=1922 282 73 88 612 37 215 19 24 39 92 28 87 44 51 85 107 30 67 30 198 93 43 50 28 73 154 52 77 37 43
internal_value=0 0.00102345 0.00194095 -0.000724663 0.00108093 0.00412141 0.000621478 -0.00136065 -0.00163523 0.00136041 -0.00134472 0.000602085 0.00341037 0.00582181 0.000954789 0.00301329 0.00234471 0.0004854 -0.00180388 0.000209768 0.00149427 -0.00192828 0.00184382 0.00493057 0.00471588 -0.00130285 -0.00213137 0.000936737 -0.00310623 0.00530294
internal_weight=0 5456.07 3578.1 1877.97 2566.01 1012.09 255.436 4103.93 3820.8 707.672 305.084 2267.32 402.588 240.324 2108.55 560.335 283.137 215.879 3724.41 1548.21 837.236 3656.42 186.802 363.466 298.685 710.975 3469.62 259.426 243.833 756.652
internal_count=4780 2446 1509 937 1144 365 107 2334 2213 325 157 1034 168 95 947 220 121 97 2174 727 375 2144 93 135 110 352 2051 129 129 258
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=0
split_feature=29 98 98 5 72 22 94 60 80 93 80 129 150 70 108 88 31 112 0 45 1 124 122 60 90 140 92 59 116 89
split_gain=4.78235 2.62388 2.54887 1.97594 1.92584 1.85161 1.66292 1.55143 1.49857 2.17077 1.45754 1.3725 1.52946 1.30681 1.55116 1.30464 1.29749 1.26903 1.30388 1.11251 1.21594 1.10113 1.09609 1.69313 1.37242 1.48469 1.09376 1.06613 1.39259 1.3908
threshold=0.013439828064292671 0.010180860292166473 0.034632634371519096 0.1710825711488724 0.0010263677686452868 0.0013146653072908523 0.028884131461381916 0.0070226341485977182 0.00075379351619631063 0.0084566329605877417 0.052634395658969886 0.00093549740267917525 0.0053125319536775359 0.0022272822679951791 0.0098710241727530974 0.00055427959887310873 0.0032328735105693345 0.00244467705488205 0.0066005610860884198 0.0010263677686452868 0.0027679565828293566 0.013860232196748258 0.00040826165059115743 0.018276390619575981 0.0010918468469753864 0.0038949446752667431 0.00055427959887310873 0.0034400182776153092 0.0072436286136507997 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 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 11 8 10 21 13 -1 16 22 12 19 17 -15 -13 -10 18 -3 20 -4 27 23 24 25 -2 -14 -6 -29 -30
right_child=1 7 3 -5 6 -7 -8 -9 9 -11 -12 15 26 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0012043038954287393 -0.0087749223189672702 0.0046007953691485359 -0.0014615528092754651 -0.007633513751122362 -0.0022277596217431667 -0.0038810229765895762 0.0023571638846736701 0.0087659404613108487 0.004168671226208745 -0.0039298965503518002 0.0057200312655295259 0.0042395759190493312 0.0035231464685916251 -0.0060369196831409309 0.0035501532913931795 -0.0045756635727773236 -0.0018697400160631889 -0.00043772880658506352 0.012900120065524859 0.0074122436412608619 0.0071420307139849707 -0.0032846079127966271 0.0030526071058701097 0.0080032338689632627 0.0043855558487256854 -0.00068802010907192675 -0.0049557325127778107 0.00040212136105763162 -0.0043556095142342219 0.0012083901307649752
leaf_weight=648.60108852386475 61.136226892471313 326.17953324317932 97.115700721740723 50.2894446849823 1736.0707297325134 191.64052557945251 261.69642281532288 151.00469851493835 553.06558537483215 127.50032734870911 168.38682293891907 67.625447273254395 80.054428100585938 74.413459062576294 97.43655252456665 110.6456024646759 106.01331067085266 103.49061703681946 55.356892347335815 255.55011463165283 71.156818151473999 920.2980432510376 392.47545146942139 61.410956859588623 122.82191371917725 792.15201020240784 72.464286804199219 1275.5306730270386 366.47244811058044 161.9437243938446
leaf_count=352 43 117 45 34 988 106 121 50 219 65 54 27 33 40 37 60 54 44 17 92 24 576 165 24 48 357 40 649 218 81
internal_value=0 0.00183071 -0.00068313 0.00196289 -0.00102903 0.000763195 -0.00151654 0.00419601 0.000574949 0.00204209 0.00132002 0.00260242 0.00378837 0.00314546 -0.000601183 -0.00123169 0.00319739 0.00447294 0.00580494 0.00533351 0.00217661 -0.00174382 0.000801904 -4.94964e-05 -0.000556126 -0.00126743 -0.000505316 -0.00134326 -0.000492033 -0.00265041
internal_weight=0 2597.91 6962.09 804.902 6157.19 1790.02 4722.01 807.882 1435.18 786.579 1598.38 754.612 576.341 656.877 171.85 178.271 659.079 485.027 381.536 423.823 168.273 4460.32 1430 1037.52 976.11 853.288 152.519 3540.02 1803.95 528.416
internal_count=4780 1102 3678 355 3323 797 2633 305 690 338 691 321 234 255 77 87 273 178 134 161 69 2512 637 472 448 400 73 1936 948 299
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=140 117 39 50 80 113 107 56 100 20 134 100 99 29 115 99 34 54 91 147 77 4 108 20 38 4 60 112 58 47
split_gain=4.4908 3.69576 1.65167 2.22361 1.65091 1.6481 1.5753 1.50183 1.36244 1.35188 1.53791 1.25409 1.64007 1.59645 1.24496 1.19622 1.34989 1.34696 1.18497 1.22783 1.1725 1.16058 1.14315 1.39395 1.0443 1.49006 1.18015 1.02675 1.23568 0.990111
threshold=0.031632266007363803 0.034632634371519096 0.0087224207818508166 0.00244467705488205 0.0025217677466571335 0.013439828064292671 0.0021592099219560628 0.00017767510871635753 0.00057154725072905432 0.00090704852482303988 0.00017767510871635753 0.0018488886416889729 0.0011615398107096555 0.0068083447404205808 0.0010263677686452868 0.057509137317538268 0.0025217677466571335 0.035692447796463973 0.0042751494329422721 0.0033348383149132137 0.0013146653072908523 0.00068727668258361529 0.011169348377734424 0.00017767510871635753 0.00044738779251929378 0.0019672545604407792 0.0033348383149132137 0.00244467705488205 0.017188700847327713 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 9 20 15 -8 10 -6 13 -13 14 -3 17 -17 -5 19 27 -2 -15 -21 -24 25 29 -26 28 -1 -14
right_child=6 11 -4 4 5 -7 8 -9 -10 -11 -12 12 24 21 -16 16 -18 -19 -20 22 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0015445355352632691 0.0016767698675860306 0.0056981922310850967 -0.0026125369305032686 -0.00088920536839456768 0.0020656122764416448 -0.005815820792125787 0.005607293672899135 -0.0032149174737016242 0.0020882136070380247 -0.00013401490341026972 0.0073855038515477896 -0.0037123030395048921 0.010451743755538357 0.0010841646602197956 -0.0036126295724467506 0.00024500818257142571 0.010238054897158198 0.0041069446994205618 -0.0051049035498438068 -0.0031912768972823108 -0.0045177037668887371 0.0093081956933038935 0.0049450883868999394 -0.003350973296641092 -0.0042458801945692458 -0.0026036425589840962 0.0043388721909226454 -0.0046744976595803059 -0.0048339910238182383 0.0031691214687725408
leaf_weight=620.18769454956055 184.23287057876587 65.309301376342773 1175.9404015541077 1340.7717921733856 702.30559897422791 72.991686344146729 374.06058835983276 457.78675389289856 1039.0331230163574 516.53665161132812 168.43294477462769 140.82368135452271 92.276861190795898 56.985212802886963 79.73357629776001 79.894002199172974 58.567411422729492 149.99602127075195 242.50349164009094 936.83191633224487 130.5042986869812 173.54651427268982 105.11893749237061 97.689222097396851 92.689956665039062 54.875614643096924 70.468992710113525 98.950568914413452 86.521588087081909 94.432581186294556
leaf_count=295 72 24 690 699 313 39 126 274 410 255 65 73 32 25 41 37 22 63 150 589 63 59 52 55 46 29 29 60 54 39
internal_value=0 -0.000508994 -0.000905521 -0.000555509 0.00021768 0.00150721 0.00230724 -0.000684591 0.00301975 0.00189251 0.00309468 0.00246602 0.000935303 0.00468957 0.000579808 2.63897e-05 0.00447194 -0.00038651 -0.00180915 -0.0013983 -0.00089174 0.00727529 -0.00245448 0.000949017 0.00255236 0.00463955 -0.000538092 9.57143e-05 0.00076362 0.00676839
internal_weight=0 7832.17 6911.03 5735.09 3547.28 1460.27 1727.83 2087.02 1413.09 1387.28 870.739 921.142 545.568 375.575 145.043 1629.23 138.461 1490.77 2187.8 1945.3 314.737 230.532 1139.64 202.808 404.744 241.585 163.159 805.66 706.709 186.709
internal_count=4780 4109 3712 3022 1767 672 671 1095 536 633 378 397 248 149 65 821 59 762 1255 1105 135 84 696 107 175 100 75 409 349 71
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=0
split_feature=140 50 117 53 18 40 60 61 106 27 101 58 22 150 145 138 138 47 105 85 63 129 52 33 103 126 107 37 94 46
split_gain=4.05295 2.37098 2.23096 2.12263 1.75828 1.52813 2.02022 1.62969 1.35538 1.57851 1.49302 1.3266 1.2664 1.21996 1.68938 1.17865 1.12362 1.10637 1.0876 1.07397 1.03984 1.15948 1.03803 1.25974 1.26077 1.19959 1.14193 1.46984 1.21244 1.00525
threshold=0.031632266007363803 0.018276390619575981 0.12087306752800943 0.0028552538715302949 0.0021592099219560628 0.0048403022810816774 0.0017376682371832433 0.0013146653072908523 0.079227816313505187 0.0005375427135732026 0.14610802382230761 0.0011615398107096555 0.0015833032084628942 0.00899649551138282 0.00080172589514404546 0.0066005610860884198 0.00096484774257987748 0.00096484774257987748 0.00073092587990686308 0.00060774214216507982 0.0021592099219560628 0.0011261500185355546 0.0070226341485977182 0.011519505176693203 0.00087947337306104611 0.0081988852471113222 0.0019071503775194289 0.0020932231564074759 0.015200819820165636 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 17 12 6 13 -7 10 -10 22 -12 15 14 18 -5 -16 20 -2 -4 21 -3 23 24 -1 -25 28 -28 -24 -22
right_child=5 3 19 4 -6 7 -8 -9 9 -11 11 -13 -14 -15 16 -17 -18 -19 -20 -21 29 -23 26 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0017388306452072939 0.0014181931967029643 0.0067596002620318001 0.010411220852951467 0.0037046888840206911 -0.002240350699031717 0.0033007145364217444 0.0064135278222590582 -0.0032736159250725109 0.0078193909332370751 -0.0031576263027753571 0.0084148604921685227 -0.0015708795553718022 -0.0006343901170971128 -0.001735739056889378 0.0042931869559051676 0.011068886173724481 -0.0025824270151289085 -0.0022008956939222309 -0.0082089729737954229 0.0002746749952968498 -0.0071763297796012026 -0.0019479833050463616 -0.0037525876531627408 -0.00022729626224306617 -0.0048799958280285162 0.0083052460024251335 0.0026470922978887789 -0.0028455887330856907 0.0021362471857874609 0.0024185904495992792
leaf_weight=3491.5188779830933 67.258473634719849 121.56056690216064 62.465755939483643 674.46572637557983 161.9437243938446 160.26928210258484 326.50038504600525 228.88134622573853 88.378516674041748 52.032069206237793 74.894736766815186 59.828758239746094 158.20580577850342 188.70473647117615 638.6687388420105 59.094810962677002 65.515849113464355 528.85132837295532 52.032069206237793 44.923205614089966 52.399042844772339 55.769987821578979 294.53556084632874 607.36967968940735 351.61301732063293 44.189258337020874 506.49199891090393 160.36152577400208 124.28980827331543 56.985212802886963
leaf_count=1991 24 43 22 266 81 62 109 113 32 27 28 27 77 82 223 21 31 276 27 22 30 31 177 323 224 16 226 84 60 25
internal_value=0 -0.000483544 -0.000970625 0.00107022 0.00255253 0.00219188 0.0029936 -0.000566019 -0.0011016 0.00375163 -0.00122083 0.00398034 0.00342291 0.00189042 0.00272138 0.00429794 0.00365349 -0.000844927 -0.00278098 0.00617088 0.00165619 0.00402109 -0.0013464 -0.00168156 -0.00202622 0.000351388 4.11276e-05 0.00132624 -0.00200503 -0.00217773
internal_weight=0 7832.17 5962.89 1869.28 1053.71 1727.83 1338.68 389.151 5855.5 140.411 5715.09 134.723 891.766 1012.18 823.475 733.561 704.185 815.566 119.291 107.389 286.715 177.331 5580.37 4494.69 3843.13 651.559 1085.68 666.854 418.825 109.384
internal_count=4780 4109 3259 850 445 671 496 175 3215 59 3156 55 364 387 305 287 254 405 51 44 129 74 3101 2554 2215 339 547 310 237 55
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=0
split_feature=140 29 50 9 94 150 98 124 131 117 50 131 24 129 107 125 101 82 15 72 137 27 148 136 52 72 59 32 59 53
split_gain=3.71307 2.3941 1.76093 1.74973 2.55016 1.66576 1.76893 1.78009 1.59746 1.55109 1.53395 1.63818 1.50109 1.42626 1.33507 1.20073 1.13957 1.24682 1.07653 1.05726 1.6836 1.49436 1.03235 1.02711 1.02161 1.66069 0.995604 1.22911 1.04027 0.961578
threshold=0.0060143163427710542 0.074787221848964705 0.05109804309904576 0.00080172589514404546 0.0037758676335215573 0.010500331409275534 0.0016331639490090313 0.0015349716995842757 0.0027679565828293566 0.12087306752800943 0.0033348383149132137 0.0013146653072908523 0.0044099434744566688 0.0028552538715302949 0.0019071503775194289 0.0026833302108570938 0.14610802382230761 0.00055427959887310873 0.023343417793512348 0.0020932231564074759 0.00044738779251929378 0.0028552538715302949 0.0045489775948226461 0.00057154725072905432 0.0060143163427710542 0.0062037324532866487 0.0098710241727530974 0.00038414125447161501 0.0049928687512874612 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 23 -5 6 19 10 -3 16 14 -12 18 -14 -8 -6 24 -18 -9 20 21 -2 -22 -4 29 26 27 -26 -29 -1
right_child=1 8 3 4 15 -7 7 12 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0036586802766727187 6.6996868418631622e-05 0.0064551560072571143 0.0028448798362617923 -0.0065848541653425255 -0.0010638626049336948 -0.0021525865958109069 0.013103198172157807 -0.0030960753024202071 -0.0024681751570457336 0.0053166202173123003 0.0035469876655405334 -0.00067826541315890417 -0.00036821928407322234 0.0065529034483619956 0.0043286220138717127 0.0074037545129236274 0.0089269868099329762 -0.0020579302701133812 0.0017542976496037607 -0.0021518977968613628 0.0018619067965297725 -0.0067759158333403 0.0087757770960482668 0.0074570170700679894 0.0073010117451558706 -0.0033620805574631563 -0.0030481863718670823 -0.00091317458673196141 0.0069459780882553225 -0.0013830695648903756
leaf_weight=559.14571237564087 438.49957799911499 284.627272605896 398.43727231025696 108.32945656776428 82.003600358963013 654.35636162757874 54.302093267440796 404.03412055969238 60.883557319641113 91.061636209487915 562.12362122535706 387.56842970848083 171.16218614578247 131.71952366828918 214.93834900856018 85.534971237182617 56.251265525817871 47.766751050949097 159.58145666122437 690.84117460250854 225.41815757751465 97.528796195983887 70.996392250061035 173.17954063415527 125.29848551750183 195.05759239196777 73.886059522628784 164.25987029075623 56.618239164352417 2734.5883328914642
leaf_count=359 196 96 150 57 33 330 19 217 25 38 224 178 82 57 84 30 19 24 67 368 90 59 28 56 47 118 41 84 22 1582
internal_value=0 0.00085461 0.000582278 0.0026639 -0.000606429 0.000168459 0.000589326 0.00153544 0.00488275 -0.00113618 0.00276708 0.00182267 -0.000197169 0.00264169 0.00609833 0.00325919 -0.00128261 0.00388254 -0.00172275 -0.00070593 0.000494073 -0.00117805 0.0035179 0.00424219 -0.00142006 0.000450414 0.00222076 0.00334534 0.00110138 -0.00176938
internal_weight=0 5456.07 5110.56 847.485 275.868 4263.07 3608.71 2085.43 345.511 4103.93 1218.93 949.692 866.497 302.882 269.24 167.539 4012.87 104.018 563.616 1523.28 832.443 536.028 296.415 571.617 3908.85 615.12 420.063 346.177 220.878 3293.73
internal_count=4780 2446 2325 326 120 1999 1669 928 121 2334 505 402 423 139 103 63 2296 43 284 741 373 255 118 206 2253 312 194 153 106 1941
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=117 53 7 116 98 101 36 68 107 117 135 147 140 140 124 142 60 8 99 8 37 66 101 53 62 40 99 69 26 100
split_gain=3.575 3.21934 1.67378 1.46529 1.35646 1.44283 1.55564 1.29439 1.25953 1.84714 1.95888 1.30737 1.18197 1.1804 1.14852 1.53732 1.33939 1.1409 1.03688 1.33894 1.01081 1.56709 1.37777 1.00137 0.965466 0.953084 1.20983 1.24607 1.06255 0.973925
threshold=0.034632634371519096 0.015675474889576439 0.0037758676335215573 0.01884530205279589 0.019431582652032379 0.0087224207818508166 0.00096484774257987748 0.0058306583669036635 0.013032016810029747 0.0012357163941487672 0.0053125319536775359 0.0062037324532866487 0.0012357163941487672 0.021960759535431865 0.0012745757703669371 0.0079489401541650313 0.0017376682371832433 0.00017767510871635753 0.034632634371519096 0.010829726699739696 0.00017767510871635753 0.00082683752407319855 0.14610802382230761 0.0042751494329422721 0.0031340263085439806 0.0031340263085439806 0.00050559637020342063 0.00099512818269431613 0.00039601318712811922 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 6 14 -8 25 -10 11 -11 -1 -6 16 -16 17 -2 20 -20 21 -14 -22 -21 -5 26 27 29 -27 -3
right_child=4 8 -4 24 13 -7 7 -9 9 10 -12 -13 18 -15 15 -17 -18 -19 19 23 22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0020228855647493726 0.005028389357185031 0.0040902522279773262 -0.002404589773133025 -0.0057058548236936929 0.0021946342558787075 0.0047861127683034681 0.0010448962063450739 0.010671533215140715 -0.0039820393326489437 0.0049983150508779725 -0.0043799733864929536 -0.0032333319709727895 0.0011898112959023406 0.0074969595465476076 -0.0009076666506556008 -0.010682020833002119 0.0061784040464596532 -0.0039688650143635202 0.0059208257412538962 -0.0048191080264734561 -0.0011701000193671937 -0.0046031993875723888 0.0058976890352594987 0.0038737224075462216 0.0028746879226838203 -0.00058871748073136357 0.0031614198610370363 -0.0096037425996811851 -0.0078217030378967753 -0.0026079056226365176
leaf_weight=807.19792938232422 47.032803773880005 93.171234369277954 1440.642796754837 199.32291054725647 211.56740403175354 218.83669352531433 102.80279159545898 52.88032054901123 89.11246395111084 661.050128698349 69.781167268753052 52.032069206237793 1544.7249934673309 208.31076312065125 102.80279159545898 66.089370489120483 75.422136306762695 140.45670771598816 165.06199979782104 71.936887264251709 1918.1238188743591 126.28510236740112 71.523791790008545 61.410956859588623 39.236114740371704 304.67045617103577 389.58578419685364 38.020889759063721 60.929679155349731 129.97689914703369
leaf_count=480 18 34 894 121 83 84 49 18 38 236 34 27 741 67 49 41 27 70 64 41 1005 71 27 24 18 143 152 24 36 64
internal_value=0 -0.000370884 -0.000902801 -0.00047051 0.00252069 0.00132064 2.97668e-05 0.00431474 0.00144472 0.00283885 0.00361527 0.00439767 -0.000279108 0.00482523 -0.00151514 -0.00473248 0.000551645 -0.00171185 7.64233e-05 0.0029105 -0.000154605 0.00075201 -0.000916027 -0.000815781 -0.0042946 0.000248623 0.00139627 -0.00123681 -0.00179414 0.000188782
internal_weight=0 8333.8 6445.47 5004.82 1226.2 806.324 587.487 155.683 1888.33 871.976 782.863 713.082 4766.27 419.878 431.804 168.892 262.912 187.49 3959.07 298.41 3660.66 1671.01 1989.65 133.348 238.559 1016.35 650.755 261.169 365.6 223.148
internal_count=4780 4274 3486 2592 506 356 272 67 788 335 297 263 2453 150 205 90 115 88 1973 129 1844 812 1032 65 139 453 274 122 179 98
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=0
split_feature=117 53 7 53 50 135 52 101 99 44 101 25 21 116 53 101 106 4 8 143 141 115 36 18 110 36 136 138 27 71
split_gain=3.22644 2.94778 1.8799 1.45687 1.72742 1.44722 1.35685 1.26381 1.23417 1.17805 1.38802 1.47551 1.3071 1.20399 1.1722 1.11808 1.05975 1.02876 1.57999 1.00677 1.48243 1.25767 1.09331 0.952662 1.07694 1.16271 0.938801 0.921842 1.05781 1.39286
threshold=0.034632634371519096 0.12945349514484408 0.0062037324532866487 0.00244467705488205 0.018276390619575981 0.035692447796463973 0.0070226341485977182 0.0087224207818508166 0.0013146653072908523 0.0015349716995842757 0.010829726699739696 0.0045489775948226461 0.001792412775103003 0.0016846025246195497 0.0081988852471113222 0.14610802382230761 0.079227816313505187 0.0005375427135732026 0.0031340263085439806 0.0056525857653468856 0.00085274505545385193 0.00068727668258361529 0.00075379351619631063 0.0005893622583243997 0.024066280573606495 0.0048403022810816774 0.0031340263085439806 0.0022975050378590827 0.0022975050378590827 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 6 16 19 -8 12 11 -11 14 -12 -6 23 -5 -9 -19 27 21 -21 26 24 25 -1 -22 28 29 -2
right_child=7 -3 -4 4 9 -7 8 17 -10 10 13 -13 -14 -15 -16 -17 -18 18 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00037177586492300114 0.011487370787645812 0.0043365316107596115 -0.0024888608123161708 -0.0010228880945870474 0.0057070147118689733 -0.0080592697534546866 -0.00034412658787544878 -0.0014663017678528732 0.0031361496224857517 0.00059314334849899211 -2.177318155276505e-05 -0.0079657115444908989 0.0095024756384476106 0.0082436969531320594 -0.0016638709360852701 0.0048551510820308147 0.0033331890423253735 0.00870700267796614 0.0020938210902285512 -0.0011596865016129255 0.00086417807132651366 -0.013152758872163073 0.0055548017257657208 -0.0028474462613524371 0.0074187980074405333 -0.004635218160446381 -0.0076031213889660686 -0.0040045158545362293 -0.0013531851946518509 0.0032373615399231628
leaf_weight=1233.7959260940552 64.414928197860718 322.23506689071655 1072.748575925827 2317.0664303302765 123.34931325912476 58.453107357025146 505.80417346954346 59.828758239746094 513.18776702880859 518.71443200111389 75.789109945297241 55.769987821578979 95.120406627655029 105.23324155807495 95.854353904724121 72.418164968490601 148.57424855232239 192.87781095504761 169.85471749305725 50.770722389221191 137.40661454200745 38.387863397598267 91.589035749435425 796.19072127342224 39.763514280319214 183.72953248023987 42.974033355712891 44.395806074142456 85.053693532943726 248.64779877662659
leaf_count=669 22 106 675 1191 47 37 231 27 217 225 30 31 34 37 40 29 62 63 66 22 61 27 37 475 17 121 22 23 42 94
internal_value=0 -0.00035234 -0.000540932 -0.00023978 0.000274673 -0.000257005 -0.000126125 0.00239466 0.00140862 0.00203549 0.000965293 -0.000237736 0.00460781 0.00478317 0.00248384 -0.00126009 -0.0007604 0.00460834 0.00561029 0.00123068 -0.000728324 -0.00632339 0.00110588 -0.00145661 -0.000696721 -0.000924373 -0.00115308 0.0028294 0.00359148 0.00493486
internal_weight=0 8333.8 8011.56 6938.81 4612.92 3543.09 3484.63 1226.2 1018.99 1069.83 755.507 574.484 314.324 181.022 219.204 2325.9 2465.64 422.561 362.733 803.64 361.128 89.1586 271.97 2253.48 1457.29 1417.53 180.381 442.512 398.116 313.063
internal_count=4780 4274 4168 3493 2182 1738 1701 506 448 444 323 256 121 67 87 1311 1253 156 129 350 169 49 120 1282 807 790 83 181 158 116
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=0
split_feature=50 53 18 107 58 65 60 20 137 95 150 97 99 80 129 150 99 108 60 77 78 18 92 133 41 73 43 78 39 26
split_gain=2.91361 2.37434 2.28585 1.63191 2.14833 1.57775 1.67656 1.25016 1.19134 1.17144 1.16597 1.21211 1.14924 1.38482 1.14835 1.18755 1.59167 1.45574 1.13949 1.89907 1.25149 1.55743 1.1504 1.12435 1.04118 1.0158 1.07871 0.99177 0.898007 1.20073
threshold=0.007706565549597145 0.0028552538715302949 0.0010585968848317864 0.015675474889576439 0.0070226341485977182 0.011169348377734424 0.018276390619575981 0.00017767510871635753 0.0005893622583243997 0.00077738583786413084 0.010500331409275534 0.000490355829242617 0.034632634371519096 0.029773407615721229 0.0021592099219560628 0.0036604277556762104 0.00073092587990686308 0.0026833302108570938 0.0011261500185355546 0.00017767510871635753 0.0068083447404205808 0.0013986918493174019 0.00017767510871635753 0.00080172589514404546 0.00038414125447161501 0.0017376682371832433 0.00099512818269431613 0.0019071503775194289 0.0087224207818508166 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 14 5 10 -5 6 7 12 28 -9 11 18 13 -3 15 -2 -17 -18 19 22 21 -20 23 -1 -10 26 -22 -11 29 -4
right_child=1 2 8 4 -6 -7 -8 9 24 27 -12 -13 -14 -15 -16 16 17 -19 20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0055042264952101664 0.0013823631369876226 0.0020065593534982929 -0.0025923537419588871 0.0030709585782947657 -0.0028011040918739373 -0.003528539082484817 0.0094617323421960099 -0.0016928779248183328 0.0038158645477149068 0.00025509494504985763 -0.0036218206116934238 -0.0018472126476235383 0.0083824002716452045 0.0067817438351978265 -0.0030450063993901167 -0.0079833646555907117 -0.0072700165073509406 0.0029251590655091139 0.0057288228580083299 -0.0016555529799262064 0.0043007841392663001 -0.003442467566311279 0.0049545187821087109 0.0028511951528215193 -0.0048542234260708786 -0.0024461927315813621 -0.0033114856544321615 0.0040140521975295723 -0.0067066888141631316 0.0043815210582589517
leaf_weight=69.987715005874634 646.58173298835754 570.49383163452148 280.17946815490723 547.37849450111389 217.71371221542358 96.955274820327759 95.647806167602539 230.99094438552856 191.18130826950073 307.2613320350647 414.3996250629425 1785.9711403846741 128.46288275718689 206.88899040222168 380.85060119628906 90.259506702423096 47.973298788070679 129.60992550849915 242.84640383720398 1438.9202315807343 168.4790666103363 57.191760540008545 198.45059776306152 94.799554824829102 42.286207914352417 238.23817348480225 64.300624132156372 409.12362861633301 87.415961265563965 79.160054922103882
leaf_count=41 293 234 134 215 112 49 33 109 81 127 238 1056 41 66 224 58 31 61 105 779 76 32 82 42 27 147 37 163 56 31
internal_value=0 0.00102441 0.00186189 -0.00074377 0.00140001 0.00269676 0.00300646 0.0026733 -0.000649051 0.00140344 -0.00108737 -0.000846433 0.00400137 0.0032774 -0.000738139 0.000222653 -0.00257693 0.000170979 -0.000151829 -0.000840058 0.00145674 0.00398064 0.00239042 -0.000697482 0.00224552 -0.000150982 0.00219805 0.00240182 -0.00216171 -0.00105606
internal_weight=0 4021.32 2726.05 5538.68 765.092 2045.82 1948.87 1853.22 680.223 947.376 4773.58 4359.19 905.846 777.383 1295.28 914.424 267.843 177.583 2573.21 1802.16 771.056 300.038 363.238 164.787 233.468 471.018 232.78 716.385 446.755 359.34
internal_count=4780 1818 1151 2962 327 822 773 740 329 399 2635 2397 341 300 667 443 150 92 1341 944 397 137 165 83 108 260 113 290 221 165
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=117 53 52 28 99 98 40 21 129 58 94 12 107 71 95 98 36 109 60 58 54 15 77 128 26 101 140 148 124 51
split_gain=2.76428 2.47564 1.7497 1.22513 1.25841 1.25303 1.22006 1.4812 1.27208 1.48656 1.76611 1.51969 1.34636 1.27172 1.48753 1.12154 1.1759 1.48846 1.1042 1.37857 1.12038 1.08781 1.30517 1.21538 1.05594 1.39102 0.999905 1.05127 0.985851 1.03094
threshold=0.034632634371519096 0.12945349514484408 0.0060143163427710542 0.002945306478068233 0.11759182065725328 0.079227816313505187 0.0056525857653468856 0.00077738583786413084 0.019431582652032379 0.021960759535431865 0.0037758676335215573 0.0053125319536775359 0.0021592099219560628 0.012636432424187662 0.0021592099219560628 0.019431582652032379 0.00096484774257987748 0.0058306583669036635 0.018276390619575981 0.00046126570669002836 0.0084566329605877417 0.014740333426743748 0.0015349716995842757 0.0016846025246195497 0.00060774214216507982 0.0087224207818508166 0.021960759535431865 0.0070226341485977182 0.0012745757703669371 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 18 -6 8 13 9 11 -11 12 -4 -8 -15 16 24 -18 -1 -20 -21 22 -9 -24 25 28 27 -17 29 -2
right_child=15 -3 6 -5 5 -7 7 21 -10 10 -12 -13 -14 14 -16 26 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010037863799106652 -0.0027234863130296302 0.0039708598750958562 7.1924810415331439e-05 -0.0027259701896132373 -2.0754029327936793e-06 0.010071488027276089 -0.0019890092086687441 -0.0076446056694714649 -0.0054697958879387056 -0.0083194220914592967 0.00080154122989399871 -0.0022345622980708946 0.0041441663512745844 -0.00068994046962892516 0.0075522074610861554 0.0037575810788006044 -0.0021790099476071143 0.0073701480885376355 0.0078474500204984941 -0.0018887821127801501 0.0069147620180055039 -0.0066334575957123212 0.003279097270710133 -0.0036880082153018887 -0.0046416009304592254 0.0052527068843767344 0.0067710237092515465 -0.0047639151845983146 -0.0038667540058643758 0.0041282199995891838
leaf_weight=4331.0466041564941 90.901210308074951 322.23506689071655 270.22705912590027 855.10304594039917 73.152112245559692 53.40772008895874 162.15027213096619 64.140198230743408 63.773224592208862 71.936887264251709 202.39506411552429 150.24869084358215 815.51801586151123 99.592272520065308 121.56056690216064 165.22242569923401 58.246559619903564 136.30569362640381 78.472229480743408 162.15027213096619 46.505404233932495 133.7609395980835 147.88642311096191 108.53600430488586 100.3262197971344 138.25486588478088 208.31076312065125 46.344978332519531 143.66722679138184 138.62183952331543
leaf_count=2321 42 106 127 537 35 17 88 41 38 41 93 81 309 44 43 60 30 52 36 88 19 79 67 64 50 52 67 23 75 55
internal_value=0 -0.000326131 -0.000498961 -0.000983881 -0.000669919 0.00424893 0.000626984 -0.00091467 0.00144735 0.00173942 -0.00159021 0.00247844 0.00313064 0.00137442 0.0038405 0.00221653 0.00112533 0.00451125 -0.000804719 0.00219802 7.33614e-05 -0.00284593 -0.00126551 0.000330128 4.85564e-05 0.000968588 0.00431204 0.0018909 -0.000618539 0.00141464
internal_weight=0 8333.8 8011.56 5599.84 4744.73 126.56 2411.73 837.627 1574.1 1510.33 274.332 1235.99 1085.75 383.303 221.153 1226.2 806.324 194.552 4618.17 287.128 208.656 454.324 320.563 256.422 611.771 511.445 419.878 211.567 373.19 229.523
internal_count=4780 4274 4168 3053 2516 52 1115 426 689 651 134 517 436 175 87 506 356 82 2464 143 107 251 172 131 274 224 150 83 172 97
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=0
split_feature=140 39 4 27 101 100 150 135 124 20 117 54 113 32 47 140 131 45 71 133 40 9 114 96 25 73 94 73 127 110
split_gain=2.47538 2.30358 1.76357 1.90994 1.72678 1.39999 1.39619 2.33658 1.57066 1.37283 1.37131 1.34419 1.47315 1.33284 1.31848 1.43208 1.31817 1.20056 1.18027 1.13065 2.05446 1.37166 1.05098 1.03679 0.985425 0.966195 0.937298 1.10437 0.815008 0.796087
threshold=0.0038949446752667431 0.0087224207818508166 0.00087947337306104611 0.0015833032084628942 0.05109804309904576 0.0021592099219560628 0.010500331409275534 0.00085274505545385193 0.0012745757703669371 0.00017767510871635753 0.022641776129603389 0.055838862434029586 0.0038949446752667431 0.00038414125447161501 0.0027679565828293566 0.010180860292166473 0.00082683752407319855 0.0016846025246195497 0.015200819820165636 0.0054799309000372895 0.0036604277556762104 0.0010263677686452868 0.0005893622583243997 0.0042751494329422721 0.00042089859198313212 0.00017767510871635753 0.0012745757703669371 0.0010585968848317864 0.0005893622583243997 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 6 -5 8 18 10 29 25 14 16 -9 15 17 -13 -2 -8 20 -10 -21 -12 28 -3 -4 27 -11 -6 -7
right_child=1 24 4 5 23 9 7 13 19 26 22 12 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011537027517994089 0.0023766028909523785 -0.0055857352142712792 0.0034238773212985026 -0.0048888864378622068 0.0046209237741807272 0.00052596068951307946 -0.0023633278896334643 0.00046519440134837938 0.0011911413261955757 0.0075114570273522828 0.003568643119746698 0.010079867837846089 -0.00056020120915295968 -0.00665702350233509 -0.00092846373989151321 -0.0015517346032300915 0.0006096084961855373 0.010908476344621568 0.0071865458914750838 0.00062958454388057283 -0.0041191294594807694 0.0067432107201170176 0.0089279333131101306 -0.00030952918557470622 -0.0010719815811407853 0.00049416834855786445 -0.0047125341212527969 -0.0036701001332094143 0.011135673001256601 0.0091104835269824481
leaf_weight=3128.0744626522064 100.11967206001282 144.60772180557251 515.04469561576843 309.60153937339783 117.29524874687195 60.19573187828064 49.715923309326172 104.54541611671448 490.11855173110962 42.767485618591309 324.39078688621521 110.55335879325867 108.65030837059021 176.73497295379639 838.74965810775757 104.22456431388855 55.036040544509888 70.102019071578979 92.643834829330444 324.04787468910217 289.85714721679688 127.981605052948 127.40808367729187 58.040011882781982 738.08052611351013 620.41630268096924 155.08753037452698 45.657152891159058 81.269653081893921 48.98197603225708
leaf_count=1819 43 88 195 178 40 30 24 42 209 15 113 38 49 101 398 50 25 26 35 158 160 53 43 23 393 265 94 28 27 18
internal_value=0 0.000561087 0.000938474 -0.000226201 0.00162065 -0.00243529 0.00130822 -0.00136814 0.00171039 -0.000281452 0.00275013 0.000828306 0.00396386 -0.00400986 5.58513e-05 0.00306407 0.00693229 0.00589027 0.00385147 0.000370829 -0.000782279 0.00236052 0.00507997 0.00556903 -0.00181145 0.00182308 -0.00237021 0.00173797 0.00728731 0.00437736
internal_weight=0 6431.93 5549.24 2049.73 3499.51 662.291 3242.91 423.64 2819.27 352.69 1587.26 1387.44 274.24 281.28 1113.2 274.446 165.589 170.222 142.36 1232.01 779.976 452.029 451.799 256.605 882.688 1135.46 243.512 88.4246 198.565 109.178
internal_count=4780 2961 2480 992 1488 363 1398 202 1196 185 616 629 112 143 517 119 63 69 59 580 369 211 156 90 481 460 137 43 67 48
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=117 140 53 50 103 143 20 29 95 50 58 96 127 91 42 117 59 99 58 72 19 3 144 27 67 141 106 104 50 14
split_gain=2.39489 2.22954 1.58574 1.51489 1.32959 1.32633 1.31764 1.13269 1.22763 1.44718 1.02163 1.0131 0.969428 0.957451 0.947873 0.889011 1.27463 0.842719 1.11381 1.34222 0.874517 0.873246 0.836984 0.785863 0.769132 0.758538 0.736897 1.00897 0.997647 0.580361
threshold=0.12087306752800943 0.076978169381618514 0.00017767510871635753 0.028884131461381916 0.00050559637020342063 0.011519505176693203 0.00080172589514404546 0.074787221848964705 0.014740333426743748 0.00244467705488205 0.00244467705488205 0.0079489401541650313 0.0079489401541650313 0.00087947337306104611 0.0095705352723598498 0.0042751494329422721 0.0084566329605877417 0.00060774214216507982 0.0053125319536775359 0.00244467705488205 0.00096484774257987748 0.00017767510871635753 0.00039601318712811922 0.021960759535431865 0.00096484774257987748 0.0010263677686452868 0.024810968898236755 0.010829726699739696 0.0020292587578296666 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 10 7 8 9 -4 25 13 15 -2 -10 -6 -17 20 19 -19 -5 -20 -7 26 -25 -3 27 -8 -28 -12
right_child=11 5 3 4 12 22 23 -9 14 -11 29 -13 -14 -15 -16 16 -18 18 21 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0026679222421058025 0.0020648454010222406 0.0032784093691583731 -0.00086527866151286286 0.0018692276658660049 -0.0058694468320423876 0.0016081628820425967 -0.0013391354877100683 0.0067240210313622428 -0.0044848091107231539 0.0012258504026420301 -0.00014538435284891225 -0.00184990525769 -0.0074574304628972042 0.008052199391104577 0.0034795900731295262 0.0019597782321245046 -0.0059874212738894204 0.0042839939444897788 0.0029773645967435974 -0.0016834854068015683 -0.0074247377078436611 0.0076134862893906217 -0.0045407898738270454 0.0067026150794591054 -0.0019426829072263241 0.009626844557684127 -0.0031121849232925926 -0.0040440250249864527 0.0019899836013073766 0.0060215668811713103
leaf_weight=689.85655879974365 117.66222238540649 78.265681743621826 1520.1217024326324 65.14887547492981 57.191760540008545 242.22676062583923 1777.5307466983795 63.887528657913208 231.24361395835876 1815.5255739688873 118.55659556388855 57.352186441421509 48.661124229431152 154.375643491745 44.55623197555542 343.49347543716431 59.14093279838562 171.96431565284729 269.76784181594849 208.4491286277771 41.391834735870361 162.90627980232239 71.730339527130127 58.934385061264038 45.657152891159058 117.98307418823242 140.2962818145752 427.7229790687561 302.14776253700256 56.251265525817871
leaf_count=429 43 29 832 28 32 84 987 23 127 878 45 28 26 51 19 147 32 62 102 100 25 57 34 25 28 35 74 246 133 19
internal_value=0 -0.000149494 -0.000369503 -0.000167666 0.00130536 0.00259514 -0.00049495 0.000124552 7.80514e-06 0.000272881 0.00461891 0.00418932 -0.000746334 0.00546254 -0.00319814 -3.61324e-05 0.000792454 0.0024398 0.00298769 0.00101409 -0.00174154 0.00472291 0.000203301 -0.00132222 0.0029287 0.00709503 -0.00149014 -0.00186377 0.000372117 0.00183907
internal_weight=0 9230.61 8545.6 7855.74 1428.12 685.014 6427.62 3675.33 3611.45 3335.65 371.057 329.39 508.487 272.038 275.8 459.826 402.634 919.628 813.088 380.413 106.541 432.674 313.957 2752.29 104.592 196.249 2647.7 2205.25 442.444 174.808
internal_count=4780 4658 4412 3983 611 246 3372 1879 1856 1710 128 122 237 94 146 211 179 374 321 162 53 159 118 1493 53 64 1440 1233 207 64
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=117 140 20 98 7 95 53 108 75 104 109 125 43 92 117 51 27 127 42 50 43 140 96 148 47 91 53 82 50 89
split_gain=2.16139 2.01663 1.83194 1.36533 1.64166 1.58207 1.51128 1.38017 1.10483 1.09082 1.04911 1.01556 1.71132 1.44451 1.36736 1.0802 1.25689 1.20089 0.961183 0.999599 0.953883 0.936568 0.914327 0.890033 0.88738 0.864099 0.813476 0.953414 1.59531 1.30188
threshold=0.12087306752800943 0.0051502294372767219 0.00080172589514404546 0.0016331639490090313 0.0072436286136507997 0.014740333426743748 0.12945349514484408 0.0005375427135732026 0.0032328735105693345 0.00017767510871635753 0.029773407615721229 0.0098710241727530974 0.00039601318712811922 0.021960759535431865 0.0095705352723598498 0.010829726699739696 0.00077738583786413084 0.00017767510871635753 0.0095705352723598498 0.037906534969806678 0.00064626874518580746 0.13119348138570788 0.0079489401541650313 0.032603342086076743 0.0066005610860884198 0.00087947337306104611 0.00017767510871635753 0.00017767510871635753 0.018276390619575981 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 6 5 7 10 20 -9 -4 21 15 -13 14 -14 17 -17 -11 19 -7 -5 23 25 -3 -19 -2 -1 29 -29 -28
right_child=22 2 9 4 -6 18 -8 8 -10 11 -12 12 13 -15 -16 16 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0026895029563754878 0.0019616030641988131 -0.001314609750318384 0.0050820286187561415 0.0019536502922015801 -0.0065124014668828433 -0.0077744453085445966 0.0046378707997739525 0.0024603652891873242 0.0059808435441806723 -0.0032747270761206947 -0.0059716918505852449 -0.002517241588042785 -0.003803303217783847 0.012645970300805887 0.0073654786271370263 0.0088542236415281219 0.00010287793692508301 0.0014156725371481577 0.0043128562266829288 0.00074424003510969311 -0.0085008767959844026 0.0055551216784973222 -0.0017574101149715735 0.0035760609883481289 -0.0017222411533644785 0.0076495894353042077 0.0023754454454490157 -0.0019540812790777825 0.0012138026255247595 -0.0018576293381863205
leaf_weight=628.76645374298096 117.66222238540649 778.80659580230713 81.109227180480957 42.240086078643799 55.082162380218506 81.522322654724121 145.8450071811676 1469.3229165077209 262.70510005950928 706.80152630805969 89.525559425354004 119.1762387752533 50.449870586395264 48.087602853775024 59.989184141159058 49.50937557220459 239.52158069610596 357.22992491722107 43.661858797073364 59.622210502624512 45.129753351211548 63.520555019378662 57.352186441421509 105.64633703231812 610.07485961914062 154.375643491745 487.25294589996338 1745.8867743015289 514.54135751724243 289.58241724967957
leaf_count=397 43 386 31 16 36 45 45 592 108 371 52 66 30 16 23 17 115 169 17 20 29 20 28 51 292 51 244 1047 244 179
internal_value=0 -0.000142019 0.000457841 0.00122553 0.00200328 0.00223732 -0.00012792 0.00268504 0.00299433 -0.00061425 -0.000797864 -0.000820432 0.00200967 0.00541289 0.00226345 -0.00122078 0.00160193 -0.00170811 -0.00217044 -0.00417599 -0.0034465 -0.000309254 0.00397986 -0.000730428 -0.000563396 0.00518941 -0.00105253 -0.000713651 -0.00123298 0.000797474
internal_weight=0 9230.61 5564.58 3242.63 2059.29 2004.2 1183.34 1819.4 1732.03 2321.95 1037.5 2240.84 277.703 158.527 110.439 1963.14 289.031 1674.11 184.806 141.145 87.3698 947.973 329.39 884.453 967.305 272.038 3666.03 3037.26 2260.43 776.835
internal_count=4780 4658 2547 1417 863 827 554 745 700 1130 509 1099 135 69 53 964 132 832 82 65 45 457 122 437 461 94 2111 1714 1291 423
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=0
split_feature=53 50 18 4 65 135 150 44 92 117 20 140 54 109 135 106 51 141 59 133 96 24 36 62 43 102 38 31 145 60
split_gain=2.03829 2.06817 1.68504 1.62516 1.43626 1.32082 1.37088 1.1861 1.32044 1.46028 1.18344 1.2614 1.10632 1.05516 1.00902 1.30824 1.09399 0.978213 0.977043 0.963717 0.962847 0.944801 0.937445 0.929332 0.986725 1.51033 1.35779 1.26227 0.924961 0.89957
threshold=0.00244467705488205 0.012636432424187662 0.0021592099219560628 0.00087947337306104611 0.011169348377734424 0.035692447796463973 0.010500331409275534 0.0015349716995842757 0.00099512818269431613 0.012636432424187662 0.00080172589514404546 0.0079489401541650313 0.035692447796463973 0.0030382014811038975 0.0063990866765379914 0.0046923852059990176 0.010829726699739696 0.0066005610860884198 0.0072436286136507997 0.0022272822679951791 0.011169348377734424 0.0010263677686452868 0.00068727668258361529 0.00093549740267917525 0.00046126570669002836 0.00042089859198313212 0.00017767510871635753 0.00060774214216507982 0.0018488886416889729 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 5 3 7 13 6 10 12 9 -9 11 20 19 -5 16 -16 -12 -4 21 -3 29 -8 23 24 25 27 -26 -1 -25 -2
right_child=1 2 17 4 -6 -7 18 8 -10 -11 14 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 28 26 -27 -28 -29 -30 -31
leaf_value=0.0032358329194494143 -0.00048775539867592098 0.0041567054954879034 -0.0034100806375530219 0.0079470635269026143 -0.0035345834466489479 -0.0073812175828192848 0.0038039442867098699 -0.0040942824850978181 -0.0044360388282425542 0.0053236121319934354 -0.0017645736225145561 0.0020159941812189011 0.0088340405693496139 0.003195718299791199 0.011248496645863497 -0.00022898451251427356 0.001889630421373589 0.0030999343109629632 -0.0055391262702993169 -0.0049971674535134554 -0.005722696506053726 -0.002163374139220776 -0.0020133823606447092 -0.0047321838938443519 0.0029645090880161627 -0.0026569520496025692 -0.0035757482558254547 -0.0046891632403232098 0.001215802995441268 0.0051950703171460095
leaf_weight=268.27788686752319 680.4074878692627 73.47296404838562 220.92423129081726 130.77902865409851 72.624712705612183 61.824052333831787 82.530999898910522 68.198968648910522 192.8557505607605 103.81146883964539 1140.8532998561859 1358.2882800102234 61.043983221054077 1096.9808912277222 38.869141101837158 68.726368188858032 249.63441562652588 78.105255842208862 164.30599212646484 47.239351511001587 78.518351316452026 337.9447500705719 1402.9427587985992 200.58425736427307 476.52046775817871 472.16490697860718 95.212650299072266 61.824052333831787 96.955274820327759 77.577856302261353
leaf_count=127 373 27 117 44 36 38 32 37 100 36 605 566 21 411 15 36 118 33 95 25 47 176 862 126 220 280 56 38 49 34
internal_value=0 0.000502675 0.00177235 0.00233609 0.00329768 -0.000125225 -2.03559e-05 4.85126e-05 -0.00159535 0.00158959 0.000335834 0.00107532 0.00334848 0.00370182 -0.000747569 0.00391728 -0.00110853 -0.00170969 -0.00226968 0.000574444 -0.000452104 -0.000992109 -0.00106038 -0.000260509 0.000288117 -0.000843011 0.00187534 0.00175158 -0.00279399 9.38672e-05
internal_weight=0 6485.52 2146.04 1847.01 1300.38 4339.48 4277.66 546.622 364.866 172.01 3692.88 2194.79 181.756 1227.76 1498.08 107.596 1390.49 299.029 584.782 120.712 836.504 420.476 3074.48 1671.54 1374 802.267 571.733 330.102 297.54 757.985
internal_count=4780 3022 887 737 491 2135 2097 246 173 73 1794 1020 73 455 774 51 723 150 303 52 454 208 1758 896 721 445 276 165 175 407
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=0
split_feature=29 50 18 99 77 149 115 144 126 17 37 108 72 58 117 118 5 95 80 113 95 150 79 20 0 127 147 114 97 60
split_gain=1.93455 1.53767 1.54104 1.39894 1.54881 1.17674 1.38109 1.14281 1.13152 1.24177 1.38321 1.1054 0.983986 1.39257 1.10118 0.982896 0.977279 0.894618 1.46228 1.04228 0.980732 0.887951 1.23201 0.933982 0.887859 0.873551 1.37182 1.29549 0.833131 0.819605
threshold=0.013439828064292671 0.0038949446752667431 0.0054799309000372895 0.057509137317538268 0.00057154725072905432 0.010180860292166473 0.00899649551138282 0.0062037324532866487 0.002945306478068233 0.0046923852059990176 0.007706565549597145 0.00073092587990686308 0.0010263677686452868 0.017188700847327713 0.034632634371519096 0.010829726699739696 0.0044099434744566688 0.00899649551138282 0.00075379351619631063 0.00017767510871635753 0.0014881226234138014 0.010500331409275534 0.00043393640953581786 0.0011615398107096555 0.00087947337306104611 0.0005893622583243997 0.0013146653072908523 0.000490355829242617 0.0026012937305495147 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 8 7 -5 6 -2 12 9 15 25 -6 13 17 21 29 -15 18 20 -20 -1 22 24 -24 -14 27 -27 -11 -16 -3
right_child=1 2 -4 4 11 -7 -8 -9 -10 10 -12 -13 14 16 28 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001520990843349301 0.00072164635978485354 0.0025964858373967903 -0.0043707274766592022 0.0085134691903589847 -0.00569853138586561 -0.0073292533521496662 -0.0054367431248645327 -0.0020179863175179623 0.0063013316250594802 -0.0016461758029282362 0.0066761288054490572 0.0022722112185075151 -0.00035937148349799385 -0.00024904712903419394 0.00089654798358506738 -0.0037351912502331963 -0.0061599097924941336 -0.0015895450456044728 0.0070108919502094736 0.0023931725170014181 0.0039510725553081735 -0.0033214871646587369 0.00025942743854998578 -0.001631395041004103 -0.0063419485422542381 -0.0046220927681234194 0.0050133995656031476 -0.012138800890674315 0.007742196986475893 0.0066567906763054839
leaf_weight=327.51106333732605 792.83983564376831 846.22349429130554 87.369839429855347 84.113198518753052 53.293416023254395 58.086133718490601 102.8489134311676 1173.3956475257874 170.17556929588318 94.799554824829102 54.302093267440796 236.63191342353821 101.38101887702942 209.34350180625916 332.69281506538391 53.981241464614868 105.00463342666626 198.1297459602356 166.11679887771606 462.21049690246582 109.17770791053772 371.26516580581665 1793.7878887653351 1027.0212397575378 159.71982216835022 67.831995010375977 81.109227180480957 42.653181552886963 51.298121929168701 145.68458127975464
leaf_count=181 352 321 45 29 32 34 60 717 58 42 19 102 48 102 149 27 67 90 62 188 48 220 934 588 100 34 31 30 21 49
internal_value=0 0.00116436 0.00209086 -0.000434483 0.00254006 -0.000432745 1.44993e-05 -0.000603363 0.00245351 0.00198126 -0.000640396 0.000807047 -0.000296804 0.000754432 -0.000728977 0.00283526 -0.00222351 0.00149553 0.00206946 0.003614 -0.000152906 -0.00101143 -0.000733145 -0.000428997 -0.00401902 -0.00202765 0.000625127 -0.00490216 0.00181107 0.00319284
internal_weight=0 2597.91 1644.13 6962.09 374.039 953.775 895.689 6588.06 1556.76 1386.59 340.696 289.925 5414.66 1577.49 3837.17 1045.89 314.348 1263.15 1065.02 628.327 436.689 3453.18 3081.91 2820.81 261.101 286.394 148.941 137.453 383.991 991.908
internal_count=4780 1102 656 3678 163 446 412 3515 611 553 156 134 2798 738 2060 397 169 569 479 250 229 1890 1670 1522 148 137 65 72 170 370
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=29 50 39 80 51 49 50 11 31 135 20 70 92 27 58 100 109 31 73 93 135 68 110 99 65 96 138 145 44 77
split_gain=1.81421 1.40837 1.36419 1.34501 1.6211 1.99798 1.41939 1.32281 1.282 1.12464 1.22219 1.4236 1.3327 1.09019 1.20297 1.47531 1.59222 0.986626 0.98593 1.2312 0.972486 0.827283 0.922082 1.05031 0.880873 0.814551 0.80983 1.08338 1.01542 0.774175
threshold=0.074787221848964705 0.076978169381618514 0.0087224207818508166 0.0025217677466571335 0.0079489401541650313 0.0005893622583243997 0.0063990866765379914 0.013860232196748258 0.00070876078098081063 0.035692447796463973 0.00062670491752214741 0.0030382014811038975 0.088838413357734694 0.0015833032084628942 0.0081988852471113222 0.0058306583669036635 0.0045489775948226461 0.00052132029668428015 0.007706565549597145 0.010829726699739696 0.0020932231564074759 0.024810968898236755 0.0016846025246195497 0.00099512818269431613 0.00099512818269431613 0.0062037324532866487 0.00057154725072905432 0.0045489775948226461 0.0015349716995842757 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 20 21 25 10 11 -5 -12 14 15 17 -17 -1 19 -16 -6 22 23 -3 -25 -2 -4 -28 -29 -26
right_child=8 7 26 4 5 -7 -8 -9 -10 -11 12 -13 -14 -15 18 16 -18 -19 -20 -21 -22 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=0.00070947110488648625 0.0034335596998314906 -0.0020263148684911449 -0.0033642481577024555 0.00049723444756980309 0.0029137863137762509 -0.0054196273273941532 0.0064070864808278326 -0.0042333502346037907 -0.0030888393033326068 -0.0070169477244805718 -0.0015757357300093613 0.0046185036531871376 0.0062528521828239302 -0.0015020761970344961 -0.0046531588532021254 0.0072400794032585055 0.0010212921090463005 -0.0026205707581734854 0.0046201117013737157 0.00089476302605567208 -0.0048917404789182977 0.0067238242398900408 -0.0012301038890999531 0.0052188957201446022 0.0036750442334873481 0.0097093119649322747 -0.0016938326441090499 0.010030894690502109 0.0005351105105502492 -0.0040017462904044588
leaf_weight=870.64830112457275 234.06309795379639 93.377782106399536 518.50988531112671 1097.83114361763 177.17012882232666 61.457078695297241 294.25882983207703 84.68671989440918 61.777930498123169 53.293416023254395 858.17319846153259 258.96718144416809 58.040011882781982 1961.3986446857452 294.32901310920715 159.58145666122437 289.9253294467926 298.75475716590881 50.243322849273682 151.46391582489014 51.504669666290283 94.753432989120483 191.02088236808777 320.65286827087402 76.843909025192261 66.364100456237793 632.57255458831787 38.869141101837158 102.11496615409851 57.352186441421509
leaf_count=441 81 41 303 487 78 35 111 39 27 32 424 104 23 1141 170 67 134 169 23 75 28 31 85 109 28 22 375 15 54 28
internal_value=0 -0.000136685 -0.000342785 -6.6784e-05 0.000754177 0.00310846 0.00411071 0.00172067 0.00347095 0.000162758 0.000331095 0.00128385 -0.00107981 -0.000652988 0.000134456 0.00079453 0.00322905 -0.000141276 -0.00201982 -0.00276818 0.00115574 0.00232526 0.00176147 0.00280383 0.00379544 0.00481987 -0.0018353 -0.00081046 0.00315309 0.000394168
internal_weight=0 9197.79 8279.11 6987.04 2910.7 584.391 522.934 918.688 362.205 2326.3 2273.01 1356.8 916.213 4076.34 2114.95 1618.91 449.507 1169.4 496.036 445.793 228.675 834.001 739.248 548.227 454.849 300.427 1292.07 773.557 140.984 134.196
internal_count=4780 4650 4289 3542 1322 252 217 361 130 1070 1038 591 447 2220 1079 811 201 610 268 245 106 322 291 206 165 103 747 444 69 56
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=0
split_feature=29 98 71 99 101 143 80 72 79 79 94 5 93 101 96 52 146 22 12 109 3 140 145 83 149 77 125 96 109 93
split_gain=1.65684 1.35552 1.29271 2.08999 1.07334 1.06093 1.40401 1.00046 1.26875 1.08038 1.01399 1.01095 0.937576 0.92212 1.2103 0.921391 0.905346 1.20549 1.19796 1.81738 0.874887 1.18545 1.66661 0.86816 0.867423 0.831999 0.825768 1.08764 0.996684 0.821704
threshold=0.013439828064292671 0.010180860292166473 0.10522961243987085 0.0011615398107096555 0.028020657598972324 0.016668972559273246 0.029773407615721229 0.0010263677686452868 0.00043393640953581786 0.0044099434744566688 0.028884131461381916 0.033603202551603324 0.021960759535431865 0.14610802382230761 0.011169348377734424 0.0017376682371832433 0.0010263677686452868 0.0011980500421486797 0.00062670491752214741 0.0045489775948226461 0.00038414125447161501 0.01884530205279589 0.015675474889576439 0.0032328735105693345 0.0019071503775194289 0.00044738779251929378 0.0026833302108570938 0.0062037324532866487 0.00747153488919139 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 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 7 12 29 6 20 9 -9 11 -10 13 -4 14 23 -12 -5 18 19 -18 21 22 -2 -1 -23 -26 27 -7 -28 -3
right_child=1 4 3 16 -6 26 -8 8 10 -11 15 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 24 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.001509958446398721 -0.0042118719483002108 0.0041388417307364695 -0.0047692123993860573 0.0073273490228397036 0.0067673832652265136 -0.0020779400520662922 0.0057931798940731652 -0.0038973843760334356 -0.00092827493743591241 -0.0058770481136228231 -0.0034815650379728721 -0.0052397533703052133 0.0029421948457930228 0.0073510600356638846 -0.0053343059822663517 0.0039309260616938145 -0.0058294597129004031 -0.0036076133116493001 0.0070629231887749978 0.0048316213424339652 0.0021794766024127005 0.0034872937117004519 0.0063812187793783025 0.0019273729146262819 -0.0067155563309772986 0.0014179031361610916 0.0062940295239219488 -0.010557170250394649 -0.0011936918240677717 0.00054414918637980347
leaf_weight=228.76704216003418 281.69348454475403 260.503258228302 144.92857360839844 113.02993059158325 139.47009086608887 220.30458807945251 141.41926312446594 343.88451051712036 4257.094363451004 62.718425512313843 53.293416023254395 65.194997310638428 54.141667366027832 57.145638704299927 74.25303316116333 196.50142550468445 64.461050033569336 71.730339527130127 137.36049270629883 105.23324155807495 459.98659467697144 202.14239454269409 42.767485618591309 932.3560483455658 51.137696027755737 81.636626720428467 56.618239164352417 45.657152891159058 206.66038227081299 407.90840363502502
leaf_count=128 157 90 80 37 46 96 46 198 2391 40 32 39 23 21 44 82 33 34 50 37 207 75 15 409 25 30 22 28 96 169
internal_value=0 0.00107755 -0.000402089 0.0016506 0.00277762 0.000310271 0.00109893 -0.00062823 -0.000969972 0.000538819 -0.000746605 0.000835193 -0.00267192 0.00114161 0.00085438 0.00234948 0.00340021 0.00222835 0.00359167 0.000781842 0.000505864 -0.00066166 -0.00281559 0.00125014 0.00142502 -0.00171468 -0.00156852 -0.00353355 0.000416548 0.00194513
internal_weight=0 2597.91 6962.09 690.885 807.882 1790.02 1260.78 6271.21 4850.77 1420.44 4506.89 1357.72 199.07 1292.52 1235.38 249.795 491.815 378.785 307.055 169.694 1119.36 659.378 324.461 1161.12 334.917 132.774 529.24 265.962 263.279 668.412
internal_count=4780 1102 3678 294 305 797 555 3384 2703 681 2505 641 103 602 581 114 191 154 120 70 509 302 172 537 130 55 242 124 118 259
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=0
split_feature=29 129 53 71 94 84 96 27 35 98 29 148 34 26 35 5 101 50 51 28 37 40 110 8 32 107 108 24 140 117
split_gain=1.56285 1.49453 1.23152 1.4051 1.29773 1.59025 1.12092 1.1071 1.23293 1.17037 1.06922 1.87732 0.917578 1.55693 0.914149 1.29855 1.37832 0.905358 0.861129 1.08308 0.893405 0.869276 0.868342 0.836066 0.977881 0.832816 0.830865 0.82627 0.798442 0.784469
threshold=0.074787221848964705 0.0011261500185355546 0.00244467705488205 0.045367386192083366 0.0014427106943912806 0.0005893622583243997 0.0026833302108570938 0.021960759535431865 0.00044738779251929378 0.0026833302108570938 0.0023699469165876512 0.054214311763644225 0.00055427959887310873 0.00017767510871635753 0.00017767510871635753 0.0037758676335215573 0.0026012937305495147 0.0045489775948226461 0.010829726699739696 0.0022975050378590827 0.00017767510871635753 0.013439828064292671 0.13479631394147876 0.0035485138650983576 0.0049928687512874612 0.013032016810029747 0.00093549740267917525 0.0026012937305495147 0.021960759535431865 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 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 6 5 12 10 8 17 25 11 -4 -5 -14 15 16 -1 -8 20 21 22 -20 -12 -6 -25 -10 -11 -22 29 -16
right_child=1 -3 3 4 23 -7 7 -9 9 26 18 -13 13 -15 28 -17 -18 -19 19 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.8774725551609398e-05 0.0045679974902125033 -0.0044396900228755014 -0.0025504180941540223 0.0062793909751971203 0.004267974542984442 -0.008837975748790949 -0.0089619471683899648 0.00522662986321102 -0.002532319203014605 -0.0057862706969115142 0.0013828578525083568 0.00839374501227165 -0.0033159193059081973 0.0053598635390661956 -0.0016571336998401972 -0.0054405525190126709 0.0072575423702386736 -0.0020655503836117728 0.0063832512751442185 -0.0024986287321986768 -0.0014416572152627679 -0.00069540115579923116 0.0079824822328963888 4.0093914465835626e-05 0.0066522400427454585 0.0015804264689483231 0.00078509927534778877 0.0018303735496911914 -0.0070945236093514904 0.00025520958928138682
leaf_weight=165.68164300918579 308.06346154212952 54.141667366027832 427.88340497016907 58.200437784194946 469.75451636314392 51.871643304824829 80.307097673416138 71.363365888595581 861.08692717552185 50.610296487808228 867.36759877204895 43.134459257125854 171.68958568572998 74.00036358833313 1922.5535650253296 55.609561920166016 110.55335879325867 116.81397104263306 204.61896634101868 61.457078695297241 634.29111766815186 55.036040544509888 52.88032054901123 331.59189414978027 67.258473634719849 143.62110495567322 970.35487771034241 277.28980088233948 57.191760540008545 743.72149515151978
leaf_count=85 107 23 242 19 170 31 51 31 485 26 377 18 81 26 1174 35 38 52 74 35 320 25 18 140 24 64 470 121 32 386
internal_value=0 0.00322155 -0.000126863 0.000281178 0.00179681 -0.000746718 -9.61404e-05 -0.00090342 -0.00110023 -0.000732884 0.000609673 -0.00154818 0.000634394 -0.000702825 -0.0009472 0.00153048 0.00293383 -0.00487514 0.00108177 0.00347014 0.000663095 0.00488287 0.00176209 0.00283859 0.00115511 -0.00194441 0.00045935 -0.000446353 -0.0012491 -0.00112371
internal_weight=0 362.205 9197.79 6142.48 1224.37 355.762 4918.12 2294.16 2222.79 2025.67 2623.96 471.018 303.89 245.69 3055.31 331.845 276.235 197.121 2152.94 321.112 1831.83 259.655 920.248 868.605 398.85 1004.71 1020.97 911.581 2723.47 2666.28
internal_count=4780 130 4650 2900 491 157 2409 1179 1148 1045 1230 260 126 107 1750 158 123 103 970 134 836 99 395 334 164 549 496 441 1592 1560
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=0
split_feature=140 98 131 71 121 125 121 52 22 100 60 59 120 103 26 105 108 1 117 69 113 8 116 120 53 146 110 93 101 91
split_gain=1.38437 1.31166 1.70406 1.13332 1.11008 1.09342 1.29542 1.07382 1.05103 1.0484 1.52832 1.00954 0.995747 1.79984 1.51493 1.36583 0.941795 1.34363 0.928179 1.49041 1.19071 1.2123 0.853708 1.00404 0.97391 0.775713 0.768854 0.748109 0.741834 0.920626
threshold=0.13119348138570788 0.0016331639490090313 0.0015349716995842757 0.045367386192083366 0.00039601318712811922 0.0066005610860884198 0.00055427959887310873 0.0070226341485977182 0.0022975050378590827 0.0058306583669036635 0.002945306478068233 0.0019672545604407792 0.00040826165059115743 0.00037263428384903824 0.0022975050378590827 0.00017767510871635753 0.044033329933881767 0.0027679565828293566 0.12087306752800943 0.0012745757703669371 0.013439828064292671 0.0027679565828293566 0.024810968898236755 0.0014427106943912806 0.011169348377734424 0.0056525857653468856 0.13479631394147876 0.010829726699739696 0.00017767510871635753 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 22 -4 8 -7 25 16 10 12 -5 13 15 -15 -3 17 -6 19 28 21 -21 23 26 -25 -8 -1 -2 29 -11
right_child=27 2 4 11 5 6 7 -9 -10 18 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011554858280810212 0.0037634951319228029 0.0041731357600180135 -0.0026067437175764131 -0.0017123144357753741 -0.0016781308786715653 0.010508370802653816 0.0025922847688403558 0.0063086854692089569 -0.0041686097513278396 0.005413610055627658 0.0038712551227895776 0.0066267942309413035 0.0041442933819019938 -0.0050791362653820286 0.0040049362702524001 0.00019390116713515569 0.0057707892501268152 0.0016747452984907367 0.0068682517820601533 0.0075765345135964494 -0.0034048007335144704 0.0011137752275196188 -0.0039542721103036282 -0.0010049445728258421 0.0077777729583430287 -0.0048276036423057405 0.0032753705999503408 -0.0023106583235021367 -0.003651123755854815 -0.0018709440462755151
leaf_weight=3030.521605014801 343.67596173286438 304.21123886108398 560.70384955406189 59.66833233833313 775.89486813545227 46.505404233932495 68.359394550323486 70.996392250061035 178.68414521217346 58.934385061264038 606.72597503662109 92.643834829330444 205.35291361808777 219.34203267097473 58.040011882781982 740.69346237182617 65.309301376342773 485.94547724723816 44.716657876968384 102.75666975975037 91.107758045196533 246.95129609107971 235.3485062122345 61.090105056762695 65.309301376342773 72.670834541320801 101.17447113990784 59.461784601211548 342.94401550292969 164.25987029075623
leaf_count=1712 106 118 308 31 410 19 33 28 101 25 254 35 80 120 23 340 24 228 15 38 49 112 134 32 24 47 41 24 185 84
internal_value=0 -0.000126247 0.000360475 -0.000862 -0.000668727 -5.2838e-05 0.00295117 0.00129359 -0.000568586 0.00111155 0.00174822 0.00335995 0.000905028 0.000401966 -0.00317837 0.00135241 -8.38881e-05 -0.00038691 -0.000180565 -0.000493588 0.00168638 0.00301276 -0.00104607 -0.000836001 0.003533 -0.00123108 -0.00101234 0.00286757 -0.00219099 5.25406e-05
internal_weight=0 9156.86 5511.11 3645.76 2325.07 1764.37 258.532 212.027 1505.83 3186.04 2134.37 152.312 1527.64 1322.29 277.382 1044.9 1327.15 1261.84 1051.67 1006.95 440.816 349.708 3493.44 3258.1 126.399 141.03 3131.7 403.138 566.138 223.194
internal_count=4780 4650 2641 2009 1198 890 127 108 763 1443 935 66 681 601 143 458 662 638 508 493 199 150 1943 1809 56 80 1753 130 294 109
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=0
split_feature=29 129 80 150 37 72 82 117 149 93 140 66 125 11 99 110 134 47 15 18 19 54 53 45 104 66 65 141 101 15
split_gain=1.35776 1.30194 1.09072 1.31078 1.17804 1.21878 1.78544 1.02814 1.32597 1.55973 1.05446 0.986834 0.969286 0.985591 1.64179 1.11772 0.9236 1.05107 0.905341 1.2164 0.844651 0.843161 1.04954 0.805589 1.27235 1.05124 0.945035 0.762153 1.18579 1.01568
threshold=0.074787221848964705 0.0011261500185355546 0.00062670491752214741 0.010500331409275534 0.00017767510871635753 0.0054799309000372895 0.0020292587578296666 0.016668972559273246 0.028020657598972324 0.016668972559273246 0.010180860292166473 0.00057154725072905432 0.00062670491752214741 0.0026012937305495147 0.00099512818269431613 0.0048403022810816774 0.00017767510871635753 0.0017376682371832433 0.034632634371519096 0.0010585968848317864 0.02636832278221846 0.035692447796463973 0.0048403022810816774 0.014293605927377941 0.024810968898236755 0.00039601318712811922 0.00038414125447161501 0.00070876078098081063 0.14610802382230761 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 21 4 5 12 20 18 9 11 -11 -9 16 15 -15 -14 17 -4 27 -20 -7 -1 -23 -5 25 26 -25 29 -29 -6
right_child=1 -3 3 23 7 6 -8 8 -10 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0013932859869298121 0.0042594460782003482 -0.0041478672399880958 0.0054658976278949695 -0.0029935104763203716 0.0018427322785580754 -0.0013599528022836711 0.0033082481728002617 0.00046986151310003286 0.0071941762277707121 0.00010467469516649541 -0.0089646559682479334 0.0045156920635544334 5.8613266238974968e-05 -0.001390318303439648 0.0042732863070276822 -0.0075044692342441412 0.0070726744000169919 0.0012761140983998539 0.0040721074722994488 -0.0044698133515572993 -0.0080824159332874516 -0.0028204838506919747 0.0042772194935247537 0.0012739250291670624 -0.0038342381351789711 -0.0027752133811520703 0.010061823352910605 -0.00085927863987999968 0.0077524110943634249 -0.0052273966559738209
leaf_weight=2038.8621969223022 308.06346154212952 54.141667366027832 209.77865767478943 484.34121823310852 67.304595470428467 484.70819187164307 223.83595895767212 646.90258479118347 83.585798978805542 63.039277315139771 65.194997310638428 196.50142550468445 376.40079569816589 198.70326733589172 359.40770530700684 56.136961460113525 128.46288275718689 522.56665468215942 189.18601417541504 53.453841924667358 51.711217403411865 79.940124034881592 149.46862173080444 62.832729578018188 111.86082744598389 54.875614643096924 59.622210502624512 1931.1724429130554 40.818313360214233 207.11959958076477
leaf_count=1190 107 23 79 268 35 271 93 285 30 32 39 82 177 100 139 34 41 214 70 28 35 48 64 25 54 29 20 1032 15 121
internal_value=0 0.00300274 -0.000118247 0.00019327 0.000437036 0.00124279 -0.000442781 -0.000156708 0.0011512 0.000631349 -0.00450622 0.00141248 0.00193493 0.000868497 0.00225688 -0.000922962 0.00316221 0.00247627 -0.00071119 0.00219031 -0.002008 -0.00106992 0.00180394 -0.00174669 0.000341503 0.00297558 0.00555267 -0.00102459 -0.000681025 -0.00349339
internal_weight=0 362.205 9197.79 6929.52 6155.99 2611.71 760.255 3544.28 1055.22 971.638 128.234 843.404 1851.46 990.649 558.111 432.538 860.808 732.345 2489.05 242.64 536.419 2268.27 229.409 773.533 289.191 177.331 122.455 2246.41 1971.99 274.424
internal_count=4780 130 4650 3348 2952 1183 399 1769 468 438 71 367 784 450 239 211 334 293 1301 98 306 1302 112 396 128 74 45 1203 1047 156
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=0
split_feature=20 117 119 99 101 75 71 32 58 7 106 124 113 81 65 69 75 50 17 105 92 20 121 29 10 87 76 60 92 23
split_gain=1.26307 1.50568 1.431 1.49423 1.19107 1.1891 1.14386 1.08269 1.08074 1.06279 1.05475 1.02785 0.987469 1.07587 0.955384 1.05937 0.95069 0.92844 0.881211 0.880277 0.86178 0.830366 0.789548 0.755273 1.10125 1.00935 0.751442 0.740338 1.05671 0.997183
threshold=0.00090704852482303988 0.0042751494329422721 0.00017767510871635753 0.0013146653072908523 0.14610802382230761 0.0062037324532866487 0.015200819820165636 0.0020932231564074759 0.029773407615721229 0.0037758676335215573 0.020035739988088611 0.00899649551138282 0.010500331409275534 0.0027679565828293566 0.000490355829242617 0.0063990866765379914 0.0005375427135732026 0.00017767510871635753 0.014740333426743748 0.00017767510871635753 0.037906534969806678 0.00038414125447161501 0.0015349716995842757 0.015675474889576439 0.010500331409275534 0.00090704852482303988 0.00017767510871635753 0.018276390619575981 0.0049928687512874612 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 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 19 8 12 7 20 11 10 18 14 22 -14 15 17 -10 -1 -8 -3 21 -5 23 25 -25 -4 -24 -2 -29 -30
right_child=27 2 5 6 -6 -7 9 -9 16 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 26 24 -26 -27 -28 28 29 -31
leaf_value=-0.00083432223505361966 -0.00096314677739782061 0.0014980801389420624 0.0043538675782326076 0.00039325305440639962 0.0076448144339087993 -0.0034723655978362925 0.003996329587695675 -0.0031435665285177456 -0.0073756373624732363 -0.0045293838381745884 -0.002362497398957357 -0.0022889382206506092 -0.0067397084470243633 0.0038677961820704912 -0.0013145973155427068 -0.0041589952870385782 -0.00023393833546566314 0.0025212165444701805 -0.00097763246956129 -0.0018340202555788881 -0.005533941241941974 0.0051688927200951706 0.00056804048757149318 0.0013808637981964815 0.010447735688810494 -0.003894187187488689 0.0071798948818858586 -0.0011464779523743462 -0.00067360888763664541 0.0076253850523116872
leaf_weight=286.27965450286865 3287.2167613506317 270.91488456726074 70.468992710113525 286.02698493003845 44.189258337020874 64.300624132156372 782.12941789627075 204.80345368385315 106.95380568504333 50.449870586395264 86.268918514251709 517.18035626411438 44.762779712677002 51.298121929168701 623.90355277061462 87.209413528442383 82.577121734619141 736.42814421653748 100.48664569854736 738.56180381774902 42.813607454299927 133.5082700252533 51.298121929168701 80.581827640533447 57.306064605712891 78.311803579330444 264.7685763835907 174.21227931976318 57.719160079956055 97.069578886032104
leaf_count=152 1739 122 29 134 16 37 291 118 67 30 36 324 26 21 336 49 43 337 46 381 26 61 21 32 17 40 93 91 31 34
internal_value=0 0.000448282 0.00112275 0.000581698 -0.000490673 0.00303427 0.0014924 -0.00011717 -0.000637977 0.00254587 0.00291428 -0.000332667 0.00363298 -0.00107512 0.000250868 0.00113084 -0.00426406 0.00158192 0.00343004 -0.000939779 0.00122341 0.001913 0.00438334 0.00248316 0.00514905 1.24468e-05 0.00610678 -0.000736817 0.00152456 0.00453077
internal_weight=0 5943.78 3459.06 2695.96 2484.72 763.097 1686.49 667.152 2440.53 1019.33 968.885 2251 698.796 96.0609 1733.82 1109.92 189.531 1022.71 882.616 1009.48 462.349 419.535 602.735 286.669 137.888 148.781 316.067 3616.22 329.001 154.789
internal_count=4780 2885 1561 1245 1324 316 742 339 1308 403 373 1198 279 47 874 538 110 489 337 503 221 195 232 118 49 69 114 1895 156 65
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=117 45 150 102 33 44 10 107 91 124 106 96 59 95 5 83 40 98 51 100 15 7 146 2 37 136 0 101 62 59
split_gain=1.34722 1.24459 1.488 1.24364 1.14554 1.11721 1.16871 1.06487 1.04125 0.87332 1.30591 1.18053 1.19549 1.25308 1.1099 0.930805 1.26385 0.899721 1.0229 0.871042 0.867651 0.867268 0.812063 0.775873 0.744875 0.729513 0.687727 0.676285 1.16055 0.963352
threshold=0.12087306752800943 0.014293605927377941 0.010500331409275534 0.017724351026117805 0.017724351026117805 0.0098710241727530974 0.10522961243987085 0.013032016810029747 0.0058306583669036635 0.0015349716995842757 0.00064626874518580746 0.00017767510871635753 0.0034400182776153092 0.0011261500185355546 0.064669914543628707 0.014740333426743748 0.0048403022810816774 0.00017767510871635753 0.00066645268816500913 0.0092791137285530585 0.044033329933881767 0.011519505176693203 0.015675474889576439 0.0011261500185355546 0.0053125319536775359 0.0023699469165876512 0.015675474889576439 0.0022272822679951791 0.00085274505545385193 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 8 -7 20 11 -11 17 14 -14 -13 21 -17 -1 -19 -8 22 -12 -3 -9 25 -2 -6 -4 29 -29
right_child=24 4 27 -5 26 7 19 23 -10 10 15 12 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00051866811245936551 0.0022562717194845438 0.00057568900156655667 -0.0042479413110026827 -0.0032781465462741856 0.0063320604555828002 0.00085415277803916776 -0.00048090675783069514 -0.002559654649713796 -0.0039741612975656348 -0.0025973972506606029 0.00096162797843062867 -0.00074748264877948873 -0.0007510527051575723 0.0021438813957924329 -0.0085030095953207898 0.00058204052657839865 -0.0035007773059489503 0.0062499734948085403 0.0011596817096971536 -0.0094532523692213467 0.0044443338811983434 -0.0022186948569504327 0.005841263813612857 -0.010035976085548157 -0.0022823478206597278 0.007607812395807591 -0.00011675597881460575 0.0081699328797793722 -0.0036466788050898286 -0.0011301469047155465
leaf_weight=161.78329849243164 176.7570333480835 549.4199104309082 338.40396738052368 309.48723530769348 151.73864579200745 176.48230338096619 93.744755744934082 121.97366237640381 69.620741367340088 665.89297032356262 1529.9818677902222 1201.8511612415314 609.18048644065857 967.44114899635315 47.973298788070679 358.97254943847656 401.60367059707642 214.20440173149109 183.01764559745789 38.020889759063721 328.28913140296936 249.29150342941284 84.480172157287598 48.500698328018188 53.086868286132812 99.546150684356689 56.824786901473999 49.876349210739136 159.51327443122864 63.039277315139771
leaf_count=85 64 237 201 193 56 83 44 57 38 419 817 615 290 409 31 162 229 78 78 24 113 163 32 30 25 33 29 20 93 32
internal_value=0 -0.000112125 -0.000389874 -0.0001805 0.00110149 0.00062189 0.00136442 -0.0018683 0.00193069 -3.50515e-05 -0.000626502 0.000525004 0.000109775 0.00102533 -0.00104517 -0.000109777 -0.00157379 0.00262449 0.00390465 -0.00306987 0.00235795 0.000516037 0.00127743 -0.0046867 0.0031421 0.00418432 0.00457503 -0.00275521 -0.000900972 0.00297782
internal_weight=0 9230.61 7511.51 6900.68 1719.1 1510.53 1163.58 346.957 1031.81 6591.19 3205.74 3385.45 2826.45 1576.62 1249.82 2539.85 760.576 559.005 397.222 131.766 962.189 1779.27 633.9 170.474 329.39 276.303 208.563 610.833 272.429 112.916
internal_count=4780 4658 3915 3569 743 658 488 170 420 3376 1790 1586 1345 699 646 1371 391 241 156 68 382 980 269 87 122 97 85 346 145 52
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=0
split_feature=20 104 112 117 29 150 28 62 95 99 141 141 20 99 58 37 140 28 98 87 117 109 118 40 26 101 77 27 35 69
split_gain=1.10099 1.39098 1.32223 1.92833 1.06762 1.03043 1.0226 1.2287 0.97524 0.9707 0.976069 0.973185 0.962718 0.941989 1.07287 1.78406 1.10557 0.974867 0.951813 1.43841 0.877188 0.860235 0.858452 0.84775 0.723155 1.07434 1.04619 1.00265 0.722391 0.685351
threshold=0.00090704852482303988 0.0033348383149132137 0.0048403022810816774 0.012636432424187662 0.074787221848964705 0.0028552538715302949 0.0034400182776153092 0.00050559637020342063 0.014740333426743748 0.0016846025246195497 0.0010263677686452868 0.0049928687512874612 0.000490355829242617 0.034632634371519096 0.029773407615721229 0.0014427106943912806 0.076978169381618514 0.00066645268816500913 0.0026833302108570938 0.0058306583669036635 0.027182282879948619 0.0092791137285530585 0.00047558375808876013 0.0017376682371832433 0.00055427959887310873 0.14610802382230761 0.0035485138650983576 0.00077738583786413084 0.044033329933881767 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 13 22 9 -8 24 10 -5 -12 -11 14 15 18 20 -16 21 -20 -17 -3 -4 -15 25 28 27 -26 -1 -2
right_child=29 4 5 6 -6 -7 7 -9 -10 12 11 -13 -14 23 17 16 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0014075610247882798 -0.00038043307366292549 0.0023636267530301991 0.0021226100072177252 -0.0035645772396252343 0.0059756520925547691 -0.0083314791299982337 -0.006542106364671528 0.0053689549268299943 -0.00482198008614073 0.0026347690732065427 0.0054403057126151287 -0.0016680662707489878 0.008081821320151247 0.0091474214485367505 -0.0059026297928285584 -0.0039706792706333295 0.0057708288610227735 0.00070540630200326626 0.0038168604071365689 -0.0026545865090619324 0.0018219344350207307 -0.00056693978563417179 -0.0052717003690672237 0.00094013501110823308 0.0046222344483493666 0.0064198407942763344 0.0081237978013600515 -0.0042933252744417937 0.003025976927601654 -0.0022288207166589326
leaf_weight=1505.4688193798065 3014.6494948863983 465.39895558357239 80.948801279067993 115.23177242279053 114.45170331001282 83.678042650222778 71.409487724304199 31.072452068328857 146.71731996536255 484.33921718597412 107.02198791503906 87.530265331268311 97.43655252456665 66.364100456237793 107.64163112640381 290.59109449386597 43.294885158538818 115.919597864151 741.24292230606079 97.115700721740723 84.319746255874634 542.08243870735168 76.202205419540405 59.828758239746094 59.461784601211548 48.45457649230957 55.563440084457397 67.144169569015503 97.849647998809814 601.56828474998474
leaf_count=845 1561 230 35 55 38 52 42 15 84 183 41 41 37 22 62 166 14 50 302 45 36 262 44 27 24 19 24 39 51 334
internal_value=0 0.000418532 -0.000286025 2.46524e-06 0.00124892 -0.00384943 0.00179944 -0.00293068 -0.00089939 0.00234315 8.22299e-05 0.00224221 0.00354705 0.00104195 0.000828165 0.00115446 -0.00179426 -0.00247627 0.00182254 0.00306721 -0.00266788 0.000786815 -0.00146288 0.0052563 -0.000585578 -0.000915306 0.00240414 -0.000106041 -0.00113698 -0.000687918
internal_weight=0 5943.78 3215.53 2974.7 2728.25 240.829 994.042 102.482 1980.66 891.56 309.784 194.552 581.776 2613.8 2487.61 2264.05 418.206 223.561 1845.84 838.359 374.911 1007.48 157.151 126.193 1833.94 1651.77 182.169 126.606 1603.32 3616.22
internal_count=4780 2885 1631 1500 1254 131 414 57 1086 357 137 82 220 1216 1167 1055 216 112 839 347 202 492 79 49 1002 915 87 63 896 1895
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=0
split_feature=36 99 39 80 102 103 26 51 146 8 18 54 25 148 150 3 69 71 74 45 78 29 10 116 24 62 63 11 11 70
split_gain=1.07863 1.28824 1.21914 1.14407 1.18761 1.36153 1.69576 1.46498 1.25089 1.17073 1.12508 1.18198 0.919141 0.88872 0.885695 0.810622 0.788243 0.781901 0.759706 0.876913 0.700467 1.06929 0.943137 1.05164 0.850976 0.845621 0.955523 0.654038 0.634595 0.729593
threshold=0.0048403022810816774 0.057509137317538268 0.0087224207818508166 0.0010585968848317864 0.017724351026117805 0.00050559637020342063 0.00037263428384903824 0.0092791137285530585 0.0032328735105693345 0.00017767510871635753 0.0005893622583243997 0.00017767510871635753 0.00042089859198313212 0.010180860292166473 0.010500331409275534 0.00050559637020342063 0.00017767510871635753 0.10522961243987085 0.0028552538715302949 0.011880517937242987 0.00093549740267917525 0.0036604277556762104 0.022641776129603389 0.012636432424187662 0.001792412775103003 0.00077738583786413084 0.00073092587990686308 0.011880517937242987 0.0035485138650983576 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 20 5 6 7 -5 13 -6 11 -3 -4 -7 -8 -11 -10 18 19 27 21 25 -22 24 -24 26 -1 -14 -2 -30
right_child=28 10 12 4 9 8 14 -9 16 15 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0006086994848195778 -0.0026267089072263203 -0.00079460349294320411 -0.0042547236696763181 0.00038392413822328927 0.004328331228613598 0.0023223174385650406 0.004571916034693823 0.0035303536293474639 -0.0077071694487509269 -0.010243670426751846 -0.00018136559414127704 0.0072898733390474972 -0.0030509845789776086 -0.0039762086611154846 -0.00095327200257648266 -0.0026013322558637564 -0.0015194692406616482 0.006279108551534335 0.0064243268423349728 0.0021413334124771935 -0.00060971932444769874 -0.0044205810181883317 0.00085257866492778221 -0.0034838641251695324 0.0065394050140361306 -0.0043252133277150735 0.0057466040699716272 -8.8766469369545018e-05 -0.0014273756754103098 0.0042302202318134606
leaf_weight=276.16681957244873 582.16880583763123 61.250530958175659 230.60191035270691 2293.5580570697784 45.08363151550293 378.78512382507324 524.99710464477539 441.09045386314392 56.664361000061035 47.973298788070679 169.00646615028381 172.65214109420776 504.9118013381958 65.722396850585938 84.15932035446167 125.39072918891907 561.29943132400513 37.974767923355103 33.021624326705933 155.8896598815918 1376.3401715755463 265.36615920066833 128.55512642860413 61.824052333831787 134.72349500656128 106.95380568504333 75.261710405349731 295.33769035339355 184.89863562583923 82.370573997497559
leaf_count=149 356 28 143 1036 18 154 202 180 33 31 75 57 314 38 40 69 281 13 15 74 772 151 63 38 55 67 31 157 104 36
internal_value=0 0.000165852 3.1943e-05 0.000287778 0.000749026 0.000927429 0.00142286 0.000891434 -0.000631797 -0.00284951 0.00292694 0.00517285 -0.00140207 0.00139105 0.00380857 -0.00471612 -0.00208685 -0.000761626 -0.00103193 -0.00128944 -0.000591799 -0.00189468 -3.75875e-05 0.00238456 0.00376261 -0.000432393 0.000752348 -0.00195776 -0.00170073 0.000316257
internal_weight=0 8710.56 8307.65 7049.92 4624.72 4406.28 3343.8 2734.65 1062.47 218.448 402.909 233.903 1257.74 444.508 609.156 173.364 617.964 1027.14 989.161 956.139 2425.19 723.748 1701.44 325.103 263.279 458.382 351.429 800.249 849.438 267.269
internal_count=4780 4284 4124 3408 2082 1964 1458 1216 506 118 160 85 716 192 242 100 314 573 560 545 1326 398 928 156 118 247 180 471 496 140
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=0
split_feature=117 52 143 45 150 5 123 81 81 103 146 33 53 60 61 29 37 44 50 122 91 98 100 1 93 72 7 73 11 107
split_gain=1.12033 1.0474 0.974945 1.41094 1.06102 0.898105 0.897735 0.896502 0.930487 0.742546 1.07996 1.19649 0.955565 1.0085 0.944912 0.954246 1.11443 0.931802 1.04933 0.935039 0.817754 0.802416 0.780856 0.769443 0.840575 0.759278 0.768841 0.791542 0.726507 0.707452
threshold=0.12087306752800943 0.0070226341485977182 0.016668972559273246 0.014293605927377941 0.0046923852059990176 0.00066645268816500913 0.00043393640953581786 0.0035485138650983576 0.0021592099219560628 0.00050559637020342063 0.0046923852059990176 0.031632266007363803 0.00017767510871635753 0.0054799309000372895 0.0014881226234138014 0.018276390619575981 0.00057154725072905432 0.0044099434744566688 0.00017767510871635753 0.00090704852482303988 0.00075379351619631063 0.0062037324532866487 0.00099512818269431613 0.0037758676335215573 0.0070226341485977182 0.0095705352723598498 0.002945306478068233 0.0023699469165876512 0.016668972559273246 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 -4 7 8 -6 12 11 23 -1 14 15 16 -14 18 -15 -19 -12 -21 -17 -11 -25 -22 27 -27 -7 -16
right_child=-2 2 5 -5 6 28 -8 -9 -10 10 20 -13 13 17 29 22 -18 19 -20 21 25 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0022291558320067803 0.0028653214561661228 0.0014979960637140476 -0.0019583112773376996 0.0043214907894566336 -0.0056587326730990839 0.0025189335269805899 0.0015618945783262761 -0.0066440025144937111 0.0037864045915508094 -0.0015335056782644048 0.0024811423889685904 0.007674388779308268 0.0021437334150665216 0.0084042294860655186 -0.001462548491027744 -0.0066898457458562828 -0.0007977877915152804 0.0054275310873007814 -0.00068581768464969297 -0.0055542507050766587 -0.0048893404468747757 0.0046830759643399387 0.00020835600798229612 -0.00076122342541444553 0.0077250984670900018 0.0070756904224098457 -0.0036799429491631928 -0.002622937585026467 -0.0036499171151786283 0.00030677022532458261
leaf_weight=511.53938722610474 329.390052318573 1096.2028231620789 516.16967797279358 335.9253945350647 45.817578792572021 264.28729867935181 135.98484182357788 115.64486789703369 60.516583681106567 498.83367538452148 62.144904136657715 46.138430595397949 926.3260452747345 34.970796585083008 1650.9709143638611 74.413459062576294 493.55967998504639 232.89399480819702 344.52621412277222 42.286207914352417 375.20963215827942 34.970796585083008 91.428609848022461 66.777195930480957 51.825521469116211 45.08363151550293 119.58933424949646 39.442662477493286 58.246559619903564 858.88308429718018
leaf_count=331 122 479 252 117 24 105 60 69 22 259 30 16 450 15 935 40 269 98 182 27 231 15 41 36 20 18 80 25 30 382
internal_value=0 -0.000102248 0.000741797 0.00140089 0.000726208 -0.000664948 -0.00163726 -0.00359707 -0.000283344 -0.00043834 -0.00150664 -9.24615e-05 -0.000175127 4.44477e-05 -0.000253412 0.00070206 0.00112125 0.00181333 0.000151834 0.00384633 -0.00296955 -0.00092027 -0.00288687 -0.000672846 0.00294702 -0.00355425 -0.00110006 0.00255 0.0014049 -0.00085708
internal_weight=0 9230.61 2628.8 1790.09 1454.17 838.704 357.964 221.979 106.334 6601.81 1305.04 663.575 5296.77 4785.23 4095.58 1585.73 1419.89 689.648 379.497 310.151 641.47 77.257 165.842 617.436 118.603 579.325 204.116 84.5263 322.534 2509.85
internal_count=4780 4658 1158 771 654 387 175 115 46 3500 715 331 2785 2454 2117 800 719 337 197 140 384 42 81 315 56 354 123 43 135 1317
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=0
split_feature=29 129 37 144 63 98 65 58 0 80 108 25 94 78 17 112 71 118 107 60 42 109 19 133 15 140 87 133 75 92
split_gain=1.00403 1.07321 0.868742 1.10833 0.96047 1.16113 1.36879 1.27998 1.4643 1.04545 1.04168 0.910852 0.869474 0.815671 0.807405 0.947324 0.784024 1.97887 1.06892 0.98866 0.980897 1.10623 0.785525 0.767402 0.992905 1.05358 0.762919 0.75541 0.75392 0.748771
threshold=0.074787221848964705 0.0011261500185355546 0.00017767510871635753 0.010829726699739696 0.0014881226234138014 0.00080172589514404546 0.00043393640953581786 0.029773407615721229 0.00068727668258361529 0.0010585968848317864 0.0011615398107096555 0.0060143163427710542 0.0014427106943912806 0.000490355829242617 0.00017767510871635753 0.00062670491752214741 0.02129978779703379 0.0046923852059990176 0.013032016810029747 0.0045489775948226461 0.0079489401541650313 0.02129978779703379 0.0084566329605877417 0.0015349716995842757 0.0044099434744566688 0.021960759535431865 0.00090704852482303988 0.0022272822679951791 0.00077738583786413084 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 23 7 26 -9 -6 -8 -12 -11 14 15 27 18 20 -15 -19 21 22 -18 -1 -25 -26 -7 -4 -22 -16
right_child=1 -3 13 -5 9 6 10 8 -10 12 11 -13 -14 16 29 -17 17 19 -20 -21 28 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.001626064416859904 0.0037231268589538718 -0.0039100264471593786 -0.0051517795568781907 -0.0023089622842061364 -0.0025000754311381521 0.0048641047733622165 -0.0057987058301883169 -0.0085423012104233493 0.0019651929387374421 -0.0013228498544614192 -0.00089727576147306636 0.0048351769554161343 0.0014302390670223276 -0.0010841804001351964 0.0010991127055352348 -0.0094789450131633549 0.00060215581625912762 0.0029938477993158379 0.0020798066627274628 0.010641749651624739 0.0047246159930367454 -0.0077140198499699459 -0.0026826141785709096 -0.0012634318552992932 0.0058838707255278013 -0.0020171587061802426 0.0015936594026828965 0.0019508551048368528 -0.00028813778436870925 -0.0051863753804294197
leaf_weight=429.57990765571594 308.06346154212952 54.141667366027832 101.06016707420349 341.45406055450439 394.90790247917175 618.00791311264038 71.042514085769653 45.129753351211548 124.9776337146759 445.17328572273254 222.46030807495117 100.64707159996033 806.04888558387756 2803.1302137374878 183.01764559745789 70.35468864440918 524.24109697341919 154.26133942604065 295.03889894485474 58.200437784194946 155.10959076881409 57.558734178543091 278.80381727218628 184.73820972442627 155.68311214447021 57.879585981369019 250.64309287071228 59.461784601211548 145.24942541122437 63.933650493621826
leaf_count=224 107 23 56 210 238 240 39 29 55 224 103 42 375 1574 78 44 233 66 128 19 57 35 144 108 67 27 105 24 72 34
internal_value=0 0.00258214 -0.000101684 0.000422809 0.000661559 0.00133051 0.00219182 0.00314374 -0.000822462 -0.000257182 -0.000316926 0.000888368 0.000450715 -0.000551886 -0.00251545 -0.00464112 -0.000342062 0.000652321 -0.000782874 0.00508887 -0.000159588 -0.00101819 -0.000538262 -0.000160243 0.00142069 0.00374254 0.00392044 -0.00252077 0.00230052 -0.000528148
internal_weight=0 362.205 9197.79 4248.37 3906.92 2260.79 1432.91 1038.76 170.107 1646.13 394.15 323.107 1251.22 4949.42 477.828 230.877 4471.59 1373.42 3098.17 212.462 1160.96 860.604 803.045 827.881 398.301 213.563 868.651 160.522 300.359 246.951
internal_count=4780 130 4650 2086 1876 1039 613 429 84 837 184 145 599 2564 236 124 2328 626 1702 85 541 412 377 426 202 94 345 80 129 112
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=36 99 77 91 136 101 30 127 37 120 128 97 29 144 128 120 14 101 4 96 27 8 146 22 50 51 141 42 128 11
split_gain=0.930196 1.11485 0.994242 0.987054 1.01395 1.21283 1.08764 0.970466 0.970033 0.960159 0.910716 0.879686 0.834946 0.781555 1.14239 0.739595 0.728118 0.667381 0.783641 0.645126 0.638252 0.61976 0.940467 0.710702 0.77553 0.702518 0.623006 0.602947 0.498033 0.527203
threshold=0.0048403022810816774 0.057509137317538268 0.00057154725072905432 0.0042751494329422721 0.0026012937305495147 0.010829726699739696 0.0031340263085439806 0.00039601318712811922 0.00017767510871635753 0.00064626874518580746 0.0010918468469753864 0.00082683752407319855 0.027182282879948619 0.010829726699739696 0.0026012937305495147 0.0014427106943912806 0.00070876078098081063 0.0035485138650983576 0.0010585968848317864 0.0018488886416889729 0.037906534969806678 0.0021592099219560628 0.018276390619575981 0.0017376682371832433 0.0016846025246195497 0.0015833032084628942 0.007706565549597145 0.00075379351619631063 0.00060774214216507982 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 12 13 20 -9 -11 -7 14 -1 21 -17 18 -4 -19 -10 26 23 24 -23 -24 -5 -20 -2 -30
right_child=28 2 17 15 -6 6 -8 10 9 11 -12 -13 -14 -15 -16 16 -18 19 27 -21 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00020468973438838287 -0.0067775114399157583 0.0069777948216837504 -0.0015873629599803072 -0.005626076016627045 0.003816653909733553 -0.00031585085968930629 -0.0028800072897015878 0.0025675504476932965 -0.0012398639210402789 0.0037106930636112813 0.0077170991416215242 -0.0022041388266448437 0.0052656882703780768 -0.0022843723538124279 0.0026093986382176946 0.0052296085269801533 -0.00069213680367926115 0.0017980842268995247 0.00087398637245522789 -0.005949461238259973 0.004013274417226576 -0.0032314873089455856 0.0023147269624890204 -0.0055550472442830318 0.00066572723894979286 -0.0056821287106309038 -0.00016748075363027596 0.0078806134651116817 -0.0021805971785129742 0.00055472260916496934
leaf_weight=2090.4069852828979 43.707980632781982 102.38969612121582 62.144904136657715 160.24722170829773 198.24405002593994 321.52518105506897 104.79808568954468 245.48340153694153 2318.0991690158844 206.24728679656982 132.04037547111511 90.41993260383606 84.640598058700562 226.33659219741821 646.67397665977478 84.847145795822144 133.71481776237488 56.618239164352417 49.348949670791626 51.137696027755737 59.301358699798584 155.08753037452698 33.388597965240479 62.191025972366333 721.61483526229858 154.76667857170105 77.577856302261353 81.269653081893921 545.56968879699707 260.16034603118896
leaf_count=974 28 35 30 99 75 148 60 100 1226 82 49 54 28 140 315 35 68 22 21 25 28 94 18 41 354 102 34 27 333 135
internal_value=0 0.000154018 0.00272259 2.9446e-05 0.000293918 0.000186906 0.00190388 0.00254361 -8.36959e-05 -0.000774144 0.00436862 0.00190794 0.000847282 0.000539336 0.000772836 -0.00109366 0.00160672 0.0012728 0.00303449 -0.00187867 -0.00110883 -0.00152609 -0.00103665 -0.000390075 -2.3685e-05 -0.00426307 -0.0038455 0.00523344 -0.00157938 -0.0012974
internal_weight=0 8710.56 402.909 8307.65 6724.22 6525.97 888.488 783.69 5637.49 2674.07 377.524 296.667 406.166 2963.42 2737.08 1583.44 218.562 300.519 192.764 107.756 2377.4 1364.87 1127.05 938.893 876.702 188.155 237.825 130.619 849.438 805.73
internal_count=4780 4284 160 4124 3279 3204 385 325 2819 1390 149 136 176 1429 1289 845 103 125 78 47 1254 742 609 489 448 120 133 48 496 468
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=0
split_feature=103 121 18 81 94 58 42 0 96 142 95 78 60 68 140 142 36 36 141 37 117 101 51 95 47 141 113 70 4 146
split_gain=0.91541 1.27694 0.923547 1.24196 1.0513 1.38571 1.37858 1.34864 1.2217 1.01826 0.954047 0.926114 1.19894 0.946118 0.844379 0.841282 0.75781 1.32867 1.01047 0.749673 0.740941 0.836126 0.805647 0.735004 0.722974 0.722965 0.721222 1.05586 0.779128 1.11833
threshold=0.00050559637020342063 0.00039601318712811922 0.0010585968848317864 0.0027679565828293566 0.0014427106943912806 0.021960759535431865 0.004017772153019906 0.0030382014811038975 0.00017767510871635753 0.0017376682371832433 0.00899649551138282 0.0015833032084628942 0.013860232196748258 0.013032016810029747 0.076978169381618514 0.027182282879948619 0.0015833032084628942 0.00096484774257987748 0.00017767510871635753 0.00050559637020342063 0.12087306752800943 0.14610802382230761 0.0030382014811038975 0.00039601318712811922 0.013439828064292671 0.0005893622583243997 0.0016846025246195497 0.0022272822679951791 0.0012745757703669371 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 4 -4 5 6 8 16 -3 -7 19 -9 13 -13 15 23 17 18 -6 -8 21 -1 -22 24 25 -2 27 28 -5 -30
right_child=14 2 3 26 7 9 10 11 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00061691901936105362 0.001637598020969985 0.0045754298604472662 -0.0033970249309205891 -0.0057346507187079889 -0.0022367665918840655 -0.0020762301268243064 0.0040173843927241853 -0.0024676726034317514 -0.0032755676614138079 -0.012707374855837138 -0.0043673873581759545 0.00026170056481008918 0.0079562721339264311 0.0046645666642969735 0.0034389211879716137 -0.0055074613880446016 -0.00094835575490879022 0.012479494972027737 0.0048176498469909169 0.00025676293160387445 -0.00050074110170190186 0.004358055934007731 0.0077457420579573836 -0.00043141929179683365 -0.0076617017193784795 -0.0036908383689162718 -0.00087768286689170975 0.0043101609437465769 -0.002559464784575903 0.0074206267199755996
leaf_weight=3698.8871450424194 96.221327543258667 60.883557319641113 251.83625745773315 55.449136018753052 57.879585981369019 80.467523574829102 390.48015737533569 152.8856885433197 266.21441054344177 31.278999805450439 51.298121929168701 586.68479251861572 71.523791790008545 154.05479168891907 103.28406929969788 107.1142315864563 64.988449573516846 50.564174652099609 412.81542539596558 200.60631775856018 60.883557319641113 86.429344415664673 57.673038244247437 1404.2923471927643 66.983743667602539 188.10915470123291 400.82360148429871 232.73356890678406 69.620741367340088 47.032803773880005
leaf_count=1960 43 25 136 39 27 47 154 76 142 22 21 292 27 59 37 63 32 15 156 89 25 32 20 719 43 109 212 102 38 18
internal_value=0 0.000248947 0.000915827 -0.000332229 0.00141716 0.000220305 0.000828012 0.00225129 -0.00181424 -0.005052 0.00217343 0.00110234 0.0017743 0.00117738 -0.000961594 -0.00120559 0.00414282 0.00477757 0.00395019 0.00274108 -0.00038142 -0.000503326 0.00351084 -0.000943125 -0.00298854 -0.00188762 0.000625776 0.00211433 -0.000855073 0.00146435
internal_weight=0 7593.99 3690.12 1057.5 2632.63 1081.23 969.483 1551.4 327.098 111.747 642.385 965.149 812.263 740.74 1966 1862.72 586.248 521.259 470.695 591.086 3903.87 3785.32 118.557 1755.61 351.314 284.33 805.66 404.836 172.103 116.654
internal_count=4780 3766 1729 545 1184 500 431 684 167 69 264 454 378 351 1014 977 230 198 183 243 2037 1992 45 914 195 152 409 197 95 56
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=0
split_feature=39 101 29 80 25 99 128 9 110 84 112 107 60 39 142 23 87 92 76 127 37 22 118 27 15 132 37 59 0 85
split_gain=0.842261 1.044 1.09896 0.948238 0.930284 0.879197 1.07851 0.758814 1.43583 0.967825 0.747188 0.725303 0.718286 1.1005 0.957141 1.18332 0.925463 1.31768 1.00106 0.97349 0.873863 0.872601 0.846988 1.01603 0.895615 0.844721 0.82908 0.791079 0.754451 0.660639
threshold=0.0087224207818508166 0.0016846025246195497 0.074787221848964705 0.052634395658969886 0.00042089859198313212 0.023343417793512348 0.00070876078098081063 0.0042751494329422721 0.13479631394147876 0.00244467705488205 0.12767273932695392 0.048151826485991485 0.0025217677466571335 0.0019071503775194289 0.0011980500421486797 0.0025217677466571335 0.0020292587578296666 0.0072436286136507997 0.00077738583786413084 0.00044738779251929378 0.0016331639490090313 0.00066645268816500913 0.0084566329605877417 0.015675474889576439 0.0051502294372767219 0.00090704852482303988 0.0012745757703669371 0.0072436286136507997 0.0066005610860884198 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 5 -2 7 -7 8 10 -10 11 -1 22 14 15 -14 18 19 21 -18 -19 -15 23 26 27 29 -3 -24 -27 -16
right_child=4 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 16 25 -17 17 20 -20 -21 -22 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00075347066718650787 -0.0039644696170792713 0.0010128419458760912 0.0048557910195857062 0.0030111765323015249 -0.00054534823033683562 0.0038803560105960043 -0.00094821393819144017 -0.0060936454517290977 0.00051871895825914591 0.0095253021642301636 -0.0067086819668797622 0.0026240417901724454 0.0029334714862117679 -0.00099713188563467373 0.0035371694621227009 -0.0075587907713838892 0.0020526630890990204 0.010314981711242927 0.0031483971582300426 -0.0079142583617151617 0.0019910006132718527 -0.0065665471746062356 -0.0036019186692991382 0.0066144091744680363 -0.0073877324454241474 0.0041833653043918733 -0.0016537429628392852 0.0049098567545943278 0.011258626956209461 -0.00077275969430265338
leaf_weight=3965.3762855529785 241.08171892166138 829.43895268440247 166.9650502204895 213.10348081588745 1138.1481199264526 252.38571739196777 213.44839406013489 62.351451873779297 61.777930498123169 57.673038244247437 50.977270126342773 165.58939933776855 63.56667685508728 253.25803017616272 358.51333212852478 46.551526069641113 68.886794090270996 61.571382761001587 99.064872980117798 38.020889759063721 64.6214759349823 97.368370294570923 72.831260442733765 62.305330038070679 76.041779518127441 110.59948062896729 449.43860387802124 43.661858797073364 57.145638704299927 118.23574376106262
leaf_count=2083 149 375 53 69 636 98 109 37 27 20 29 63 31 137 137 30 32 20 45 24 29 63 43 26 48 49 227 17 21 53
internal_value=0 0.000192702 0.000908714 -0.000252877 -0.00114299 -0.000396902 0.00166787 -0.000617318 -0.000537936 0.00486726 -0.000692327 -0.000618083 0.000686905 0.00148995 0.00280596 -0.00150204 3.55207e-05 0.00259229 -0.0012898 -0.001492 0.0060524 -0.00254375 -6.57145e-05 0.000379477 -0.00316688 0.00354202 7.57185e-05 -0.000411688 0.00659369 0.00246829
internal_weight=0 8180.77 3138.09 5042.68 1379.23 4829.58 465.834 4363.75 4301.39 119.451 4181.94 4130.97 2971.12 1437.4 754.612 110.118 682.792 233.101 449.691 106.908 126.193 350.626 1533.72 1341.18 192.535 644.494 1278.88 116.493 167.745 476.749
internal_count=4780 3995 1460 2535 785 2466 207 2259 2222 47 2175 2146 1407 671 321 61 350 105 245 56 49 200 736 628 108 260 602 60 70 190
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=0
split_feature=50 18 63 81 117 103 94 120 36 146 33 80 143 54 54 78 69 147 50 35 140 146 98 128 93 26 91 60 127 46
split_gain=0.802918 1.12802 1.17663 1.18311 1.14599 1.11161 1.08268 0.987642 0.974567 0.969432 0.967924 1.24742 0.850554 1.09591 0.855333 1.1628 0.799616 0.815012 1.24242 0.799512 0.810633 0.789244 0.750953 0.807844 0.968949 0.721083 0.666395 0.614229 0.843755 0.613292
threshold=0.00087947337306104611 0.00017767510871635753 0.0079489401541650313 0.027182282879948619 0.016668972559273246 0.00050559637020342063 0.00017767510871635753 0.0022272822679951791 0.0048403022810816774 0.0063990866765379914 0.001792412775103003 0.0041444667149335155 0.01884530205279589 0.014293605927377941 0.035692447796463973 0.0015833032084628942 0.0011261500185355546 0.00068727668258361529 0.015200819820165636 0.013439828064292671 0.0051502294372767219 0.0051502294372767219 0.0026833302108570938 0.00060774214216507982 0.0070226341485977182 0.00080172589514404546 0.0049928687512874612 0.0054799309000372895 0.0053125319536775359 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 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 5 3 4 6 7 -3 8 12 -6 11 25 14 -14 15 -2 -12 18 -18 20 -11 -16 23 -4 -25 -7 29 -8 -29 -1
right_child=1 2 22 -5 9 10 27 -9 -10 19 16 -13 13 -15 21 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0010489773157752787 -0.00020480962292230011 -0.0051683536372054304 -0.0049074689553023623 0.0059416662581607306 0.0025429703238275233 -0.0038240946458945862 -0.0010298219229358209 0.0059695876644648791 -0.0024714086918350294 0.0016222607239180398 -0.0055813896578030941 0.0054419011339396006 0.00011849168921871769 -0.0077007730381179404 0.0028707625231808361 0.0021323026633869226 -0.0039113372178990278 -0.0036771398970810209 0.0043290366679978624 0.0057248863998988833 -0.0032716961245517311 0.0094081881063250716 -0.0051542324644387955 -0.0010085449189389229 0.0081425699893279187 0.0038778826663747688 -0.0043505580893412948 0.00012429504422559231 0.0061168627740440518 0.0018706355032356813
leaf_weight=1434.7010352611542 850.3985698223114 137.13188457489014 88.83773398399353 79.527028560638428 562.33016896247864 102.8489134311676 1612.6512331962585 104.17844247817993 187.90260696411133 135.29701638221741 132.86656641960144 113.3969042301178 425.7036235332489 50.082896947860718 257.54540872573853 1422.4064178466797 74.413459062576294 159.30672669410706 118.71702146530151 43.661858797073364 225.87737488746643 56.251265525817871 194.00279331207275 133.60051369667053 36.919968843460083 43.134459257125854 133.96748733520508 366.74717807769775 69.941593170166016 205.65170502662659
leaf_count=787 387 80 57 34 231 60 882 39 102 65 77 40 187 27 103 644 40 86 41 17 115 19 120 83 15 18 86 199 30 109
internal_value=0 0.000218748 -0.000415879 -8.13833e-05 -0.00023327 0.000789493 -0.000867188 0.00117744 0.00102384 0.00119983 -0.000958041 0.00150767 0.00123831 -0.000704591 0.00159569 0.00125784 -0.00227589 -0.00102974 0.00115401 -0.000665839 -0.00143841 0.00404266 -0.00280135 -0.00104137 0.000972794 -0.00154835 -0.000959862 -0.000579375 0.00108409 -0.000682944
internal_weight=0 7785.68 3686.53 3233.17 3153.64 4099.15 2186.47 3354.47 3250.29 967.166 744.684 259.38 3062.39 475.787 2586.6 2272.8 485.304 352.437 193.13 404.836 361.174 313.797 453.361 259.358 170.52 145.983 1774.32 2049.34 436.689 1640.35
internal_count=4780 3798 1928 1653 1619 1870 1191 1508 1469 428 362 118 1367 214 1153 1031 244 167 81 197 180 122 275 155 98 78 982 1111 229 896
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=0
split_feature=20 95 98 17 78 144 24 1 112 24 119 81 82 95 11 58 12 95 98 123 109 19 80 144 52 23 146 97 8 51
split_gain=0.806966 1.08191 1.07425 0.940457 0.928025 1.42091 1.24938 1.27024 1.2035 0.846706 0.837644 0.868123 0.779521 0.743138 0.725738 0.714415 0.977569 1.06765 0.875818 0.942638 0.701003 1.21541 0.733531 0.699544 0.648738 0.568842 0.771399 0.601637 0.676934 0.771791
threshold=0.00090704852482303988 0.014740333426743748 0.0016331639490090313 0.040252277627587325 0.0019071503775194289 0.00017767510871635753 0.00047558375808876013 0.0063990866765379914 0.0048403022810816774 0.00047558375808876013 0.0012745757703669371 0.010180860292166473 0.00017767510871635753 0.00244467705488205 0.0026012937305495147 0.017188700847327713 0.0013986918493174019 0.0014881226234138014 0.00017767510871635753 0.0005893622583243997 0.011519505176693203 0.0072436286136507997 0.029773407615721229 0.00039601318712811922 0.010500331409275534 0.059226244688034065 0.0036604277556762104 0.000490355829242617 0.0053125319536775359 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 6 13 -4 8 -8 -3 11 -7 -9 14 -6 16 17 18 23 -20 21 -19 -22 -1 -5 27 -27 28 29 -2
right_child=25 9 3 24 5 10 7 12 -10 -11 -12 -13 -14 -15 -16 -17 -18 20 19 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00093010256284014855 0.00014961131920462827 -0.0070604804170123275 0.0032136186513930329 -0.0052402420623927116 0.00051169571132686205 -0.00010994127141091305 -0.00050430662496164856 0.0086037049537333044 -0.0060925882322205686 -0.0010362208357050041 0.0077957420579908791 0.0031311440703463301 0.0010998406303383708 0.0065058392331661724 0.0048172630028991666 -0.0038639545077514188 -0.00099302769275006766 0.0074107662549483637 0.00056489854096684921 0.0079972961741984119 -0.0032190684423047977 -0.0010910838754284186 0.0046900489648451019 -0.0073962700003525825 0.0022313300077132546 -0.0073420892275512422 0.00062687537774754054 -0.0012524039922690898 -0.0010569605301325626 0.0031560492710341979
leaf_weight=248.57961654663086 976.56936812400818 66.616770029067993 296.04757618904114 93.056930303573608 183.75159287452698 762.84624409675598 752.80159139633179 53.40772008895874 110.48517656326294 468.67765688896179 44.189258337020874 283.34386539459229 98.330925703048706 207.09553813934326 209.41168403625488 129.4956214427948 1192.1073009967804 157.42573666572571 267.06266188621521 50.770722389221191 64.988449573516846 57.352186441421509 53.40772008895874 50.2894446849823 42.240086078643799 70.675540447235107 53.247294187545776 1444.0578625202179 798.48280572891235 273.18490862846375
leaf_count=120 473 40 115 49 84 383 354 17 64 209 16 128 39 73 76 76 700 60 133 22 32 28 17 34 16 36 21 821 430 114
internal_value=0 0.000358315 0.000570537 0.00117017 0.00135396 0.00212816 0.000355627 -0.00047795 -0.00121951 -0.00178593 0.00105267 0.000767855 0.00374099 0.00408182 0.00280498 -0.000257575 -3.95478e-05 0.00115708 -7.50233e-05 0.00175215 0.0034377 0.00514052 0.000348682 -0.00201814 -0.0029076 -0.000588943 -0.00391798 -0.000470813 8.0228e-05 0.000806791
internal_weight=0 5943.78 5408.49 3137.01 3001.71 1690.64 1311.07 1015.03 863.287 535.294 1090.38 1046.19 151.739 600.259 393.163 2271.48 2141.98 949.877 616.702 317.833 333.174 214.778 118.396 298.869 135.297 3616.22 123.923 3492.29 2048.24 1249.75
internal_count=4780 2885 2636 1414 1349 760 589 474 418 249 527 511 56 233 160 1222 1146 446 309 155 137 88 49 154 65 1895 57 1838 1017 587
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=0
split_feature=117 52 129 109 76 117 45 113 109 118 10 10 116 28 141 15 7 63 99 92 36 37 101 91 110 109 103 33 68 93
split_gain=0.743021 0.743869 0.763533 0.982404 1.08385 0.907258 0.714946 0.963107 0.726657 0.660506 0.631297 0.921671 0.635132 0.629571 0.629318 0.629202 0.620073 0.575409 0.718315 0.702972 0.650327 0.725085 0.632475 1.0095 1.23949 0.753955 0.580748 0.560108 0.48522 0.465792
threshold=0.12087306752800943 0.0070226341485977182 0.019431582652032379 0.054214311763644225 0.00070876078098081063 0.0042751494329422721 0.014293605927377941 0.0016846025246195497 0.01884530205279589 0.099488973617553725 0.0026833302108570938 0.014740333426743748 0.0019672545604407792 0.0026012937305495147 0.064669914543628707 0.060991313308477409 0.00055427959887310873 0.0014881226234138014 0.034632634371519096 0.011169348377734424 0.00747153488919139 0.00017767510871635753 0.010829726699739696 0.0038949446752667431 0.002945306478068233 0.024810968898236755 0.0013986918493174019 0.0020932231564074759 0.0012357163941487672 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 15 7 14 -9 13 28 12 -12 17 -3 -6 -15 18 20 -20 21 -1 25 24 -24 26 -19 -25 -2 -18
right_child=10 2 -4 -5 5 -7 -8 8 -10 -11 11 -13 -14 16 -16 -17 29 22 19 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0010704496749104828 0.0012679592485769949 0.0012826184762279006 -0.0030370280051469304 -0.0044840284579807333 -0.0031853966540912205 0.0048437275276476642 0.0032581122112448763 -0.00068508893980380936 -0.0054224396033387611 -0.0039786676303346187 0.00080871941163060022 0.0052954695977201691 -0.0065488736526854016 -0.0050496603886854225 -0.0035579231391816889 0.0040346043532064882 -0.0014987889601526545 -0.00027262761156417116 0.0043722126114530491 -0.002054974947962022 -0.0029878024889094463 -0.00061969288968973283 0.0049241111796614733 0.0024993284953226409 -0.0042744789666253743 -0.0037115208143022474 -0.002751842019395895 -0.0051099258619869883 0.007199814807320128 0.0014156884102621463
leaf_weight=1472.1002807617188 57.512612342834473 1136.287189245224 134.81573867797852 84.15932035446167 74.046485424041748 293.52488255500793 213.67700219154358 472.30127143859863 97.689222097396851 124.17550420761108 73.47296404838562 63.520555019378662 48.821550130844116 105.00463342666626 71.363365888595581 50.931148290634155 810.6611180305481 1554.6794035434723 193.81830596923828 54.508641004562378 155.45450401306152 1115.3756949901581 191.3417341709137 35.865169763565063 45.290179252624512 225.76307082176208 278.52908730506897 74.25303316116333 86.062370777130127 164.99381756782532
leaf_count=705 24 488 77 40 37 105 79 228 55 75 27 20 22 67 31 18 503 833 76 26 97 572 77 17 25 130 163 44 29 90
internal_value=0 -8.32687e-05 0.000628037 0.000826158 0.00101161 0.00332465 0.000525491 0.000197023 -0.00149701 -0.000366506 0.00233347 0.000409353 -0.00212853 -0.000297261 0.000996578 -0.000243087 -0.00139884 -7.66875e-05 0.00038631 0.00296142 0.000153176 0.000341885 -0.000652375 0.00132316 0.00316355 -0.000985075 -0.000649308 -0.00263161 0.00482366 -0.00100592
internal_weight=0 9230.61 2628.8 2493.98 2409.82 418.503 1991.32 1777.64 569.99 6601.81 329.39 185.815 122.295 6477.64 1207.65 124.978 1080.66 5396.98 2991.26 248.327 2742.93 2587.48 2405.72 346.75 236.632 2058.97 1833.21 110.118 143.575 975.655
internal_count=4780 4658 1158 1081 1041 160 881 802 283 3500 122 69 49 3425 519 55 660 2765 1476 102 1374 1277 1289 163 102 1126 996 61 53 593
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=0
split_feature=103 121 113 140 144 76 0 131 121 78 5 68 121 108 66 142 51 101 112 122 5 69 124 88 105 29 5 140 36 84
split_gain=0.721715 0.997549 1.2493 1.32106 1.44181 1.03522 0.957068 0.843544 0.793417 1.60163 1.04277 0.922815 0.864758 0.781947 0.781594 0.743887 0.736169 0.81849 0.882742 1.05264 0.852787 0.80436 1.17003 1.2034 0.895324 0.72099 0.694632 0.678518 0.669221 1.00605
threshold=0.00050559637020342063 0.00039601318712811922 0.0016846025246195497 0.0034400182776153092 0.0062037324532866487 0.00244467705488205 0.0015833032084628942 0.0023699469165876512 0.0063990866765379914 0.0036604277556762104 0.00038414125447161501 0.00064626874518580746 0.00046126570669002836 0.00093549740267917525 0.0005375427135732026 0.027182282879948619 0.0022975050378590827 0.00075379351619631063 0.010829726699739696 0.0037758676335215573 0.0037758676335215573 0.00039601318712811922 0.00087947337306104611 0.0012745757703669371 0.0015349716995842757 0.0068083447404205808 0.00066645268816500913 0.0051502294372767219 0.0048403022810816774 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 6 8 13 28 10 26 12 -12 -3 -5 -15 16 17 -2 19 20 -19 -18 23 24 -23 -13 -10 -11 29 -1
right_child=15 2 3 4 -6 -7 -8 -9 9 27 11 25 -14 14 -16 -17 21 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00053999100605896222 -0.0017074569603568101 0.0050575905052969742 -0.0029537510651613738 -0.0075073714219815197 -0.0061294405793018642 0.0076207732064390802 0.0016879290024605373 -0.0015168470894996689 0.0030054440401657834 0.0102695139405152 0.0072148451278067826 -0.00029902702321944004 -0.00079371957074918014 -0.0015916826603275447 0.0034903409954343784 -0.00454387011166548 -0.0051761109308387336 0.0041286986042892463 -0.0042729156787647427 -0.0045978018109243219 -0.00088740622297032068 0.0033021243846060007 -0.0027581036343120656 0.0080923904709800428 -0.0019859711800309572 0.0034388457267991559 -0.0034362637065608473 0.0033915203198365031 -0.0019696663351763668 -0.0071593710643588215
leaf_weight=2433.6497921943665 290.54497265815735 69.57461953163147 329.02507972717285 42.446633815765381 77.463552236557007 72.578590869903564 1063.02077293396 1090.2209429740906 107.91636109352112 90.327688932418823 89.63986349105835 238.67332935333252 683.11266779899597 318.52120971679688 99.225298881530762 127.70687508583069 131.81176733970642 358.39902806282043 58.61353325843811 51.344243764877319 110.96645426750183 125.29848551750183 437.88193583488464 51.825521469116211 221.61205673217773 280.77504992485046 68.359394550323486 59.461784601211548 336.82176876068115 43.180581092834473
leaf_count=1188 155 27 204 23 49 25 468 616 43 32 37 124 342 150 41 72 79 152 33 32 52 47 260 20 112 107 33 24 204 29
internal_value=0 0.000221045 0.000810471 -6.82385e-05 0.000524889 0.00177368 0.000863297 -0.000336108 0.00152225 0.00373767 0.000991786 0.00252986 -0.000252854 -0.00104156 -0.000384574 -0.000853821 -0.000597473 0.00045827 0.00154444 0.00219926 0.0029428 -0.00154577 -0.000973796 0.000985686 -7.59965e-05 0.00172139 0.000507362 0.00753916 0.0001214 0.000405762
internal_weight=0 7593.99 3690.12 1929.7 1600.68 1760.42 1523.21 3903.87 1687.84 326.065 1361.78 609.088 752.687 460.193 417.747 1966 1838.3 869.868 579.323 520.71 469.365 968.43 836.618 398.736 346.911 519.448 176.276 149.789 2813.65 2476.83
internal_count=4780 3766 1729 935 731 794 682 2037 769 132 637 268 369 214 191 1014 942 424 269 236 204 518 439 179 159 231 76 56 1421 1217
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=0
split_feature=60 39 76 18 1 99 65 135 149 69 100 43 102 34 107 145 104 135 99 109 86 138 38 20 47 81 51 33 63 150
split_gain=0.69846 1.01116 0.944906 0.876281 0.85248 1.23898 1.05713 1.02708 1.18851 1.05647 0.883721 1.037 0.942478 0.796142 1.11063 0.79384 0.839089 0.813608 0.78634 0.931125 0.821798 0.736536 0.987028 0.699559 0.930577 0.691883 0.678314 0.667743 1.02655 1.01168
threshold=0.0054799309000372895 0.0019071503775194289 0.0013146653072908523 0.00017767510871635753 0.0027679565828293566 0.057509137317538268 0.00087947337306104611 0.0012357163941487672 0.000490355829242617 0.00085274505545385193 0.0013986918493174019 0.0012745757703669371 0.00096484774257987748 0.017724351026117805 0.015675474889576439 0.0012745757703669371 0.0018488886416889729 0.00017767510871635753 0.0014881226234138014 0.013032016810029747 0.0005375427135732026 0.0012745757703669371 0.0011261500185355546 0.00055427959887310873 0.0066005610860884198 0.0027679565828293566 0.010829726699739696 0.0036604277556762104 0.0079489401541650313 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 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 15 4 5 7 -6 8 -1 13 11 -10 -12 14 -9 16 -2 25 20 -20 -3 22 -8 24 -11 -17 -19 -5 29 -29
right_child=1 18 -4 27 6 -7 21 9 10 23 12 -13 -14 -15 -16 17 -18 26 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.001178256814133553 0.0019987652288270437 -0.0076663106958611456 0.0071403300187729947 -0.0015191937328598623 0.0021603218034386708 0.0047526796546762803 -0.0019793625995725588 -0.0036683630835890758 0.0010759076228077653 -0.001156946339818139 -0.0019039629356751898 0.0055910408167001999 0.0013693168447531227 0.00074993440182211492 -0.012095745796126682 -0.0063905271130131535 0.0083758200040097968 -0.00015332457976132208 1.5500400016899305e-05 0.005064927947258286 -0.00094392411934846672 -0.0054372467951907082 0.0047328190462836775 -0.0023442666792408587 0.0047777781874696907 0.00051939403332645776 0.0071399829194109081 0.001262713287927408 -0.0028597160410631997 -0.0022076886420476327
leaf_weight=984.59666633605957 202.55549001693726 56.503935098648071 93.171234369277954 1675.2092328071594 971.3394935131073 123.34931325912476 170.26781296730042 259.67906832695007 372.50245118141174 151.46391582489014 357.32216858863831 193.08435869216919 571.84742212295532 77.050456762313843 46.024126529693604 69.093341827392578 69.207645893096924 83.792346715927124 531.53444790840149 110.23250699043274 232.66538667678833 76.041779518127441 80.742253541946411 225.87737488746643 117.13482284545898 76.156083583831787 51.458547830581665 991.68146848678589 271.99374508857727 266.42095828056335
leaf_count=528 89 37 34 926 409 47 80 147 177 75 191 70 261 35 31 39 24 37 282 46 128 48 28 115 44 33 17 485 168 149
internal_value=0 0.000961795 0.00248264 -0.000189907 0.000239124 -0.000168812 0.00133247 -0.000349669 0.000170579 -0.00182007 0.00105906 0.00261732 0.000110542 -0.00379228 -0.00493712 0.00169685 0.00362276 -0.000169063 -9.26341e-05 0.000882811 -0.00225748 -0.00112625 0.000179741 -0.000293459 0.00143116 -0.00276757 0.00262154 -0.000829486 -7.43679e-05 0.000527807
internal_weight=0 1576.37 645.435 7983.63 4778.32 3479.93 1298.39 3356.58 2479.35 877.23 1494.76 565.587 929.17 382.754 305.703 552.263 271.763 280.5 930.936 641.767 289.169 327.052 251.01 494.476 268.599 145.249 135.251 3205.31 1530.1 1258.1
internal_count=4780 766 273 4014 2286 1721 565 1674 1227 447 699 247 452 213 178 239 113 126 493 328 165 156 108 234 119 72 54 1728 802 634
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=0
split_feature=150 135 15 150 86 106 78 35 60 5 118 37 33 86 116 37 10 50 18 33 65 17 144 39 38 97 74 23 108 138
split_gain=0.658096 0.95771 0.766475 0.726203 0.723634 0.918141 0.690318 0.769165 0.686173 0.916804 1.02412 1.01975 0.847969 0.754018 0.680025 0.669221 0.664887 0.663354 0.734892 0.791804 0.787287 0.984826 1.22718 0.803717 0.751949 0.737325 0.779035 0.648753 0.768541 0.76621
threshold=0.010500331409275534 0.00085274505545385193 0.044033329933881767 0.028020657598972324 0.0013986918493174019 0.020035739988088611 0.0015833032084628942 0.0022975050378590827 0.0054799309000372895 0.0026833302108570938 0.0016846025246195497 0.0014427106943912806 0.00093549740267917525 0.0013986918493174019 0.0030382014811038975 0.007706565549597145 0.10522961243987085 0.00017767510871635753 0.00038414125447161501 0.0036604277556762104 0.00043393640953581786 0.040252277627587325 0.010829726699739696 0.00017767510871635753 0.0019672545604407792 0.00082683752407319855 0.0028552538715302949 0.012636432424187662 0.011169348377734424 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 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 5 6 -2 -8 17 -10 11 -11 -13 14 -12 -14 -4 27 20 25 21 22 -19 -22 -25 26 -20 28 -1 -30
right_child=1 -3 16 -5 -6 -7 7 -9 9 10 13 12 15 -15 -16 -17 -18 18 19 -21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0019660155553664293 -0.0022072131882920928 -0.002467133924527784 0.0024665201342303142 -0.0036270524614622594 -0.0034688876171978418 0.0072585580472046872 0.0080330568329382568 -0.00044109789995471329 7.5109764811542794e-05 0.0035411988752693906 0.0038815070171133812 0.0036681121037234355 -0.0083925355077719924 0.00029361573552272563 0.010924339601266592 0.00011223791687879851 -0.0014613393236207325 0.0016527672668499209 -0.0010735885969186674 0.00026153460015287369 -0.0029975762722907863 -0.0049535138640063835 -0.0027686331349242779 -0.00052685846141442105 0.0031086574760818214 -0.0032767427141568149 0.0055727315850445623 -0.0043745968077420717 -0.0007210626578267055 0.006934636940603367
leaf_weight=376.83795261383057 94.478703022003174 606.31488060951233 570.56201386451721 80.467523574829102 57.191760540008545 79.320480823516846 51.825521469116211 55.403014183044434 944.00696110725403 171.27649021148682 65.676275014877319 42.079660177230835 55.609561920166016 48.294150590896606 71.684217691421509 39.60308837890625 132.82044458389282 1776.2192759513855 848.68000674247742 1149.4982402324677 262.79734373092651 65.882822751998901 172.14880299568176 801.76150703430176 172.90481066703796 415.59278964996338 46.505404233932495 169.62610936164856 79.366602659225464 55.563440084457397
leaf_count=239 50 325 208 47 32 27 20 28 483 67 27 20 35 23 23 21 66 801 442 596 130 34 106 409 75 269 19 96 38 24
internal_value=0 -0.00119709 0.000143763 0.000642115 0.00165781 0.00270115 0.000908964 0.00365462 1.7631e-06 0.000988525 0.00273322 0.000967748 -0.00224271 0.00566754 0.00755694 -0.00485503 0.00172482 -0.000220215 -4.43081e-05 -0.000696315 0.000449006 0.00105881 0.00126211 -0.000543586 0.000118078 -0.00153631 -0.000728308 -0.00169481 -0.000806587 0.00243151
internal_weight=0 1025 8535 418.687 338.219 281.028 201.707 107.229 7831.62 1438.23 494.223 308.569 137.292 185.655 137.36 95.2127 703.382 6393.39 5711.99 2460.28 3251.71 2014.25 1948.37 1237.46 974.666 1310.78 895.185 681.394 511.768 134.93
internal_count=4780 529 4251 204 157 125 98 48 3977 699 216 143 76 73 50 56 274 3278 2881 1326 1555 941 907 614 484 730 461 397 301 62
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=0
split_feature=141 52 143 51 65 141 40 62 5 11 29 30 140 85 116 39 9 117 69 45 51 150 150 8 38 29 146 29 50 11
split_gain=0.64192 0.813238 1.12677 0.890122 1.06363 0.935197 1.03347 0.775473 0.761853 0.877945 0.713451 0.789337 0.69517 0.629779 0.628272 0.673607 0.627625 1.08396 0.934569 0.734571 0.696802 1.11445 1.02891 0.787029 0.741124 0.931831 1.15323 0.825808 0.74467 0.690662
threshold=0.016668972559273246 0.0070226341485977182 0.016668972559273246 0.0079489401541650313 0.00099512818269431613 0.0026833302108570938 0.0056525857653468856 0.00046126570669002836 0.00066645268816500913 0.011880517937242987 0.0032328735105693345 0.00050559637020342063 0.031632266007363803 0.0014427106943912806 0.0026833302108570938 0.0056525857653468856 0.00044738779251929378 0.022641776129603389 0.010829726699739696 0.0010263677686452868 0.010829726699739696 0.00068727668258361529 0.0060143163427710542 0.0066005610860884198 0.00085274505545385193 0.034632634371519096 0.00899649551138282 0.074787221848964705 0.037906534969806678 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 5 -5 12 10 -8 -4 13 -7 -12 14 -10 -3 -16 18 -18 20 -19 24 -22 23 -23 25 26 -1 -27 -26 -21
right_child=-2 2 8 4 -6 6 7 -9 9 -11 11 -13 -14 -15 15 -17 17 19 -20 29 21 22 -24 -25 28 27 -28 -29 -30 -31
leaf_value=6.1056022641886948e-05 -0.0012628749446387125 -0.00064073060577346823 -0.0019151609898263062 0.006377850327133703 0.00045009696626530972 -0.001933387582858573 0.0012581038944512631 -0.0058831362286266998 0.0044864099184711561 -0.0043278720023492579 0.002113219041169742 0.0060847289906352103 0.0017346511790305972 -0.0019968774222611416 -0.0092486829833300973 -0.00018124448649086886 -0.0013033134474041801 -0.003852275195694393 0.0037666786675177311 -0.00098887746151929629 -0.0040028672465986237 0.0063360252833049181 -0.0015970724706949064 -0.00040571286151657089 -0.0024203033607391976 -0.0062805859906304787 0.0035605212678900947 0.00089917244473654897 0.0035102804899289127 0.0027494419886538758
leaf_weight=2082.269385099411 910.41181540489197 230.25699710845947 461.6610369682312 193.08435869216919 124.45023417472839 59.14093279838562 110.59948062896729 57.925707817077637 157.05876302719116 52.032069206237793 282.8846480846405 224.31723666191101 205.6737654209137 49.188523769378662 51.711217403411865 33.915997505187988 2044.5713481903076 68.726368188858032 181.43544697761536 177.53710246086121 63.612798690795898 193.45133233070374 83.10452127456665 55.769987821578979 507.45655536651611 100.16579389572144 265.43434143066406 66.731074094772339 59.094810962677002 406.3262050151825
leaf_count=1104 458 103 226 70 56 32 49 38 57 27 103 81 72 25 35 17 1157 36 81 81 42 73 42 31 287 54 125 25 21 172
internal_value=0 0.000132924 0.000939926 0.00168939 0.00405461 0.00109163 0.00224084 -0.00119649 -0.000698581 0.00147599 0.00326368 0.00386968 -0.000527589 0.00294019 -0.00200054 -0.00565717 -0.00015834 -0.00073702 0.000268278 0.00103718 8.57302e-05 0.00206024 0.00322082 0.00482738 -0.000168001 0.000200081 0.00045671 -0.00340987 -0.00180171 0.00161272
internal_weight=0 8649.59 2293.9 1573.96 317.535 1256.43 734.868 168.525 719.94 258.279 566.343 507.202 521.558 206.247 315.884 85.6272 6355.69 2697.16 3658.53 652.59 3477.09 395.939 332.326 249.221 3081.15 2514.6 2347.7 166.897 566.551 583.863
internal_count=4780 4322 991 656 126 530 303 87 335 109 216 184 227 82 155 52 3331 1446 1885 289 1804 188 146 104 1616 1308 1229 79 308 253
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=0
split_feature=53 103 98 51 18 69 131 5 146 44 140 120 133 1 110 43 133 78 95 121 102 45 34 112 87 93 110 60 58 116
split_gain=0.606695 0.751199 0.745575 0.908581 0.935571 1.12502 1.08429 1.019 0.984348 0.799597 0.822713 0.762736 0.710593 0.748048 0.775697 1.19807 0.733529 0.699458 0.660006 0.852393 0.7344 0.667687 0.584892 0.568097 0.566398 0.547326 0.541803 0.677333 0.910922 0.749738
threshold=0.00017767510871635753 0.00050559637020342063 0.0084566329605877417 0.0079489401541650313 0.0010585968848317864 0.010829726699739696 0.0015349716995842757 0.0011261500185355546 0.0021592099219560628 0.011519505176693203 0.0045489775948226461 0.0022272822679951791 0.002945306478068233 0.0063990866765379914 0.0035485138650983576 0.0012745757703669371 0.0025217677466571335 0.0042751494329422721 0.00039601318712811922 0.0021592099219560628 0.0041444667149335155 0.0022975050378590827 0.04273676127195359 0.010829726699739696 0.0013146653072908523 0.0070226341485977182 0.13479631394147876 0.018276390619575981 0.00046126570669002836 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 6 7 -4 -8 -6 -11 26 16 22 25 -16 18 24 -3 -20 21 -21 23 -14 -5 -15 27 -2 -29 -30
right_child=1 12 3 17 9 -7 8 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0014109371895652501 -0.00030964808506630994 -0.0033882401998776204 0.0034283761373934442 -0.0019641201936689803 -0.0041319205163986242 0.0085382154533243781 -0.0056148380709494352 -0.00010172499204096118 0.00050201285864515783 0.0058358326438075099 -0.0023160641640766568 0.003383379715394064 -0.0021567106293976807 -0.0028105525251415375 0.0096808233202809665 -0.00066018543812296953 0.0047967047885506984 0.0066100146471507418 -0.0034994062274590239 0.0069093966574643312 -0.0036256317065750041 0.0014451236788626523 0.0024908036950390521 -0.0069350037600200993 0.0042777011195199435 0.002917632608804619 0.0029014750141192047 0.006446647083112979 -0.0049906851000803831 0.0017932202834331883
leaf_weight=705.65648460388184 4591.8927745819092 117.91489195823669 489.61321258544922 64.6214759349823 161.78329849243164 52.352921009063721 99.638394355773926 350.96931266784668 193.49745416641235 54.141667366027832 72.257739067077637 166.32334661483765 791.25963807106018 149.19389176368713 50.403748750686646 63.039277315139771 89.63986349105835 126.7202582359314 86.842439889907837 81.269653081893921 47.239351511001587 179.11930108070374 62.144904136657715 67.511143207550049 83.058399438858032 57.879585981369019 150.15644717216492 85.741518974304199 50.082896947860718 218.03456401824951
leaf_count=436 2366 61 173 29 85 19 55 155 84 23 33 69 440 83 19 32 37 48 46 27 25 78 30 42 31 27 59 37 27 104
internal_value=0 0.000112446 0.000348602 0.00124307 0.000751359 0.00137223 0.00104132 0.00195445 -0.00157714 -0.00180395 0.0011757 5.137e-05 -0.000785684 -0.0014693 0.000611158 0.00393442 0.000623987 0.00388483 -0.000106013 0.000875108 0.00211002 0.00315057 -0.00219338 -0.00253235 0.00154642 -0.00120945 -5.73822e-05 -0.000147215 0.00196062 0.000526023
internal_weight=0 8854.34 7010.89 1748.65 1474.25 1186.07 1133.72 840.583 293.136 288.183 126.399 5262.23 1843.46 1241.43 320.517 113.443 602.026 274.4 512.386 394.471 307.628 260.389 920.916 858.771 147.68 207.073 5095.91 4945.75 353.859 268.117
internal_count=4780 4344 3397 735 627 486 467 328 139 141 56 2662 947 673 161 51 274 108 237 176 130 105 512 482 60 110 2593 2534 168 131
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=39 25 101 29 110 84 112 99 128 106 1 9 8 133 58 108 146 100 108 133 53 37 11 40 18 45 27 71 83 131
split_gain=0.5674 0.797 0.717928 0.791965 0.749071 0.912767 0.755203 0.774574 1.0759 0.723627 0.787054 0.820098 0.574776 0.625358 0.533739 0.550152 0.507203 1.1332 0.720065 0.669895 0.639352 0.615324 0.713898 0.595017 0.534912 0.489515 0.963718 0.877555 0.668433 0.526139
threshold=0.0087224207818508166 0.00042089859198313212 0.0016846025246195497 0.074787221848964705 0.13479631394147876 0.00244467705488205 0.12767273932695392 0.023343417793512348 0.00070876078098081063 0.079227816313505187 0.091400381177663817 0.0042751494329422721 0.00747153488919139 0.0033348383149132137 0.00244467705488205 0.028884131461381916 0.00017767510871635753 0.00044738779251929378 0.00017767510871635753 0.044033329933881767 0.0020932231564074759 0.0014427106943912806 0.011880517937242987 0.0048403022810816774 0.00085274505545385193 0.011880517937242987 0.0028552538715302949 0.10522961243987085 0.018276390619575981 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 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 16 6 -6 7 9 -9 10 11 -1 13 -10 -11 -16 17 -4 20 21 23 22 -20 -18 -23 27 -27 28 -3 -30
right_child=1 25 3 -5 5 -7 -8 8 12 14 -12 -13 -14 -15 15 -17 18 -19 19 -21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00064117130559289946 -0.0035496815621966211 -0.00053625644969438409 0.008932212757014597 0.004102643366834656 9.5318920716266355e-05 0.0081091624672061952 -0.005958776350107004 0.0039200719456205183 -0.0022544760310877271 0.0056641848876077799 0.0029604249527864059 -0.0068340107583447461 -0.0043016137435949202 0.004564591676796825 0.0042310583736868976 -0.0029010518298183095 -0.0052687871471410229 -0.0018373241083026442 0.0018304926846638679 -0.0051402848654451159 -0.0096364591915039394 0.00073359275976643253 -0.0010407253361995018 0.0035219338823939354 -0.0014517385352670288 -0.0029781528969954336 0.0049910946068158725 0.0056733790523699782 -0.0070169358919099124 -0.0013353389881193877
leaf_weight=3978.286544084549 241.08171892166138 760.43985557556152 54.302093267440796 166.9650502204895 89.11246395111084 59.094810962677002 58.61353325843811 250.06957149505615 68.886794090270996 80.214854001998901 150.31687307357788 54.18778920173645 78.885324954986572 65.676275014877319 48.98197603225708 60.356157779693604 40.864435195922852 44.395806074142456 1300.0657818317413 49.922471046447754 30.912026166915894 676.96635961532593 259.7472505569458 36.392569303512573 477.55320644378662 59.14093279838562 105.80676293373108 49.50937557220459 78.357925415039062 84.893267631530762
leaf_count=2077 149 443 19 53 38 21 33 95 32 29 55 34 50 27 18 26 26 23 584 31 19 313 121 16 255 32 47 17 51 46
internal_value=0 -0.000938133 0.000158164 0.000751925 -0.000211337 0.00329069 -0.00031738 -0.000249003 0.00169452 -0.000455037 -0.000591969 -0.00072439 -0.000912878 0.00107371 0.00256657 0.000294035 0.000563628 0.00408791 0.000442532 0.000599132 -0.00355939 0.000704693 0.00135236 -0.00112784 -0.000170343 -0.000384957 0.00213377 -0.000811857 -0.00115946 -0.00406241
internal_weight=0 1379.23 8180.77 3138.09 5042.68 148.207 4894.48 4835.86 463.518 4372.34 4182.79 4032.47 213.448 134.563 189.553 109.338 2971.12 98.6979 2872.42 2764.26 108.169 2714.33 1559.81 77.257 1154.52 1138.15 164.948 973.2 923.691 163.251
internal_count=4780 785 3995 1460 2535 59 2476 2443 204 2239 2166 2111 109 59 73 44 1407 42 1365 1304 61 1273 705 42 568 636 79 557 540 97
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=0
split_feature=135 72 60 48 44 148 70 53 20 76 113 11 25 14 82 40 144 141 95 20 104 50 12 78 104 40 0 99 104 123
split_gain=0.645319 0.777837 0.713613 0.807591 0.831319 0.850494 0.942385 0.907456 0.882293 0.727071 1.15685 0.719128 0.786078 0.62903 0.89864 0.65294 0.588006 0.818361 0.734323 1.09638 0.951306 1.03504 0.842329 0.758548 0.881692 0.712906 0.716324 0.667257 0.644835 0.534186
threshold=0.035692447796463973 0.0014881226234138014 0.0054799309000372895 0.00064626874518580746 0.0044099434744566688 0.00899649551138282 0.00093549740267917525 0.0028552538715302949 0.00062670491752214741 0.0011615398107096555 0.0034400182776153092 0.0054799309000372895 0.0026833302108570938 0.00017767510871635753 0.0087224207818508166 0.0041444667149335155 0.010829726699739696 0.016668972559273246 0.014740333426743748 0.000490355829242617 0.0056525857653468856 0.26590165495872503 0.019431582652032379 0.00068727668258361529 0.0021592099219560628 0.00017767510871635753 0.0066005610860884198 0.017188700847327713 0.00093549740267917525 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 16 4 9 7 -7 -6 -8 10 13 -9 -13 15 -15 -4 17 18 19 20 21 -1 -22 27 -25 -20 28 -21 -27 -19
right_child=1 -3 3 -5 5 6 8 11 -10 -11 -12 12 -14 14 -16 -17 -18 29 25 23 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.209833024692586e-05 0.00074514088315124098 -0.0044945003114142228 0.0061994665380587025 -0.0028548034559480848 0.00029812927479386676 -0.0047496981972120758 0.0067102734087420837 0.0092187762273652808 -0.00014347559769688263 0.0046135909293514802 -0.0065790065102884531 0.0062815491274782398 -0.0012795031887718738 -0.0013128574213365021 0.0060938923251698468 -3.0621436374835142e-05 -0.0014882561872226144 -0.0024717266778608404 -0.0065872078298163279 -0.0027354740181973832 0.001859207541351771 0.0046359668292765667 0.0086266635318130707 0.0015832585815970237 -0.00064114542089171002 -0.0034648274118742554 -0.0036085038356865129 0.0037071485289163564 0.001325700319665081 0.00046214909263572426
leaf_weight=1775.0060520172119 121.23971509933472 170.36005663871765 82.691425800323486 120.80455923080444 99.064872980117798 62.351451873779297 72.418164968490601 100.96792340278625 133.55439186096191 86.796318054199219 65.194997310638428 104.86626791954041 51.137696027755737 400.86972332000732 45.611031055450439 85.581093072891235 713.82014727592468 504.31421852111816 60.19573187828064 443.95806074142456 1131.8614451885223 129.88465547561646 47.927176952362061 640.1847562789917 1464.7407486438751 90.213384866714478 168.7317361831665 44.189258337020874 317.37416696548462 224.08862853050232
leaf_count=892 51 102 28 74 45 37 29 34 72 35 39 34 25 223 17 41 439 256 30 230 489 42 20 331 767 47 94 16 130 111
internal_value=0 -0.00231599 7.28651e-05 0.0010666 0.00140713 0.00276164 0.000635923 0.00436367 0.00226624 0.000304157 -0.000245949 0.00593097 0.00380306 0.000425677 -0.000556208 0.00303093 -0.000120835 1.77621e-05 0.000200824 0.000381362 0.0010184 0.000327376 0.00213413 -0.000376447 3.53771e-05 -0.00140958 -0.000868789 -0.00215226 0.000265389 -0.00156914
internal_weight=0 291.6 9268.4 1511.91 1391.11 624.361 268.324 356.037 205.973 766.745 679.948 256.972 156.004 614.753 446.481 168.273 7756.49 7042.67 6314.27 5677.75 3084.68 1904.89 1179.79 2593.07 2104.93 636.515 576.319 488.147 407.588 728.403
internal_count=4780 153 4627 733 659 276 138 138 101 383 348 93 59 309 240 69 3894 3455 3088 2787 1443 934 509 1344 1098 301 271 246 177 367
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=0
split_feature=103 117 22 50 95 133 109 113 43 18 147 93 61 87 95 20 124 81 4 106 103 86 103 121 93 129 52 30 18 14
split_gain=0.591913 0.508234 0.595573 0.726764 0.885276 1.27084 0.771039 0.738992 0.916055 0.702062 1.33813 0.880174 0.69963 0.697662 0.860404 1.33944 1.00803 0.649164 0.820538 0.669715 0.612533 0.978648 0.834125 0.558 1.40741 0.546017 0.738213 0.612528 0.544398 0.684328
threshold=0.099559046328067793 0.12087306752800943 0.0014427106943912806 0.0033348383149132137 0.0012745757703669371 0.002945306478068233 0.024810968898236755 0.0038949446752667431 0.016668972559273246 0.024810968898236755 0.0038949446752667431 0.030689206905663017 0.0014881226234138014 0.0020292587578296666 0.014740333426743748 0.00070876078098081063 0.013860232196748258 0.010180860292166473 0.0005375427135732026 0.0098710241727530974 0.00046126570669002836 0.00080172589514404546 0.0022975050378590827 0.16240125149488452 0.016668972559273246 0.00093549740267917525 0.016164712607860569 0.0014881226234138014 0.00052132029668428015 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 23 9 8 -7 10 11 -1 -12 14 15 -6 -16 18 28 -19 21 -15 -22 24 -5 26 -8 -27 -4 -30
right_child=-2 -3 17 4 13 7 25 -9 -10 -11 12 -13 -14 20 16 -17 -18 19 -20 -21 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0012657574711044889 -0.0052810470963514759 0.0019590112218526357 0.0025420825786909105 0.00034647824217727313 0.0026053725349634215 -0.0012196748140542472 -0.0050753860114150402 -0.0034048709912733554 0.0039979000983239822 -0.0036488597068710794 0.00012204381300569632 -0.0036542984563495886 -0.0020960399149099942 0.0021129228259478671 -0.0026957465434386376 -0.00040368817675250968 0.0037337841531327417 -0.00029128998823997485 -0.002909209417908125 0.0058605829352164889 -0.0015508913735912721 0.0071364398267901048 0.0045558048107211284 -0.0041709692762143457 0.0055177315334877346 -0.0035727328202892136 0.0014706433850229974 0.0033928823475042704 -0.005836557135577662 0.0033014882605016901
leaf_weight=1532.0894649028778 52.766016483306885 329.390052318573 142.5663058757782 550.88780498504639 764.35825943946838 661.51134705543518 216.33806133270264 325.40146517753601 96.381753444671631 138.39323139190674 636.15004730224609 96.634423017501831 805.86840033531189 385.16004014015198 320.8373556137085 716.50126576423645 75.261710405349731 222.87340354919434 561.59822273254395 55.196466445922852 175.79447793960571 129.56380367279053 82.003600358963013 44.762779712677002 172.85868883132935 58.246559619903564 53.774693727493286 68.886794090270996 55.449136018753052 32.494224786758423
leaf_count=728 33 122 66 249 321 346 122 185 39 85 383 57 501 153 153 360 31 117 310 21 88 50 33 26 64 30 20 32 39 16
internal_value=0 2.93103e-05 -3.99461e-05 0.000106389 0.000530116 -0.000308618 -0.000422484 -0.00141185 -0.000556152 -0.000165262 -8.26233e-06 0.000973844 -0.00111753 0.00111633 0.000595809 0.00114946 -0.00147409 -0.00114858 -0.00187821 0.000929848 0.00238102 0.00337742 0.000391602 0.00124651 0.00158157 -0.00250044 -0.00377219 0.000201563 0.000633651 -0.00246014
internal_weight=0 9507.23 9177.84 8107.67 4501.28 1851.8 3606.38 1083.29 757.893 3209.14 3070.74 1628.72 1442.02 2649.48 1876.96 1480.86 396.099 1070.18 792.108 278.07 772.522 514.724 257.798 768.509 723.746 397.246 270.113 127.133 230.51 87.9434
internal_count=4780 4747 4625 4056 2098 909 1958 570 385 1754 1669 785 884 1189 865 681 184 569 431 138 324 203 121 339 313 204 142 62 121 55
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=0
split_feature=135 36 31 50 113 149 93 99 23 117 50 65 44 33 24 105 29 34 134 80 34 83 5 25 19 118 95 142 78 101
split_gain=0.575286 0.55541 0.590035 0.761478 0.780559 0.711919 0.85121 0.89832 0.840439 1.36562 0.934587 0.70917 0.69529 0.686991 0.945768 0.671693 0.646443 0.749536 0.844037 0.726848 0.614358 0.598365 0.799613 0.779215 0.700009 0.688576 0.588446 0.564116 0.508828 0.502748
threshold=0.035692447796463973 0.0048403022810816774 0.00039601318712811922 0.00087947337306104611 0.0038949446752667431 0.0011980500421486797 0.00082683752407319855 0.0011615398107096555 0.0072436286136507997 0.0015833032084628942 0.0045489775948226461 0.041476719081401832 0.0033348383149132137 0.00093549740267917525 0.00087947337306104611 0.00073092587990686308 0.074787221848964705 0.00055427959887310873 0.00017767510871635753 0.00017767510871635753 0.010180860292166473 0.010180860292166473 0.00038414125447161501 0.0017376682371832433 0.02636832278221846 0.00037263428384903824 0.00244467705488205 0.010180860292166473 0.0011980500421486797 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 8 15 29 -10 -11 16 27 -9 -15 -8 17 19 -19 -5 -6 22 -14 -24 25 -23 -17 -4 -2 -7
right_child=28 -3 5 11 20 6 7 13 9 10 -12 -13 21 14 -16 26 -18 18 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.7291168148088225e-05 -0.00025207072401633719 -0.0011569449456731982 -0.0014357121889109956 -0.0010492193929754296 -0.0075583196455751307 -0.0022474855274871122 -0.0060071024911061196 0.0052081343106044247 0.0089231632385064277 -0.0012251134327127397 0.0038572224809227682 -0.004147549510094049 -0.0010012892599770909 -0.0067619113893017035 0.00043929258194777348 -0.0024976416084374021 0.0035195224112107432 0.00015879307298934727 0.0024612499157505587 0.0036787018843397095 -0.0013813732740559361 0.0028973045145437057 -0.0016125978125169308 0.0064584329748945237 -0.0077416043490192059 -0.0032208655522435641 0.0016224111874070955 -0.0046098621696203145 -0.0044415901747738781 0.0027857698055101391
leaf_weight=900.91862368583679 156.94445896148682 840.37997961044312 571.06935405731201 104.06413841247559 65.034571409225464 163.61816668510437 91.841705322265625 70.102019071578979 79.320480823516846 157.51798033714294 212.4617772102356 69.093341827392578 144.40117406845093 47.973298788070679 919.58415532112122 294.12246537208557 232.27435159683228 2602.724440574646 469.89288187026978 371.46971249580383 105.64633703231812 83.425373077392578 41.391834735870361 107.75593519210815 40.337035655975342 102.48193979263306 122.86803555488586 185.42603516578674 134.65531277656555 71.202939987182617
leaf_count=476 72 491 329 54 43 100 55 26 27 82 85 39 81 31 448 163 77 1237 203 142 51 34 25 47 27 57 59 103 81 35
internal_value=0 6.87977e-05 0.00019102 0.000544183 -0.000634654 -0.000304563 0.000234309 -0.000415325 0.00170284 0.00296978 0.00169343 0.000872339 -0.00124637 0.000428538 8.22435e-05 -0.00213621 0.000964086 0.000796798 0.000510906 0.00264406 -0.00373498 0.000161513 0.00165083 0.00421854 -0.00177085 -0.000475354 -0.00128365 -0.00221373 -0.00218671 -0.000721291
internal_weight=0 9268.4 8428.02 4921.12 1071.6 3506.9 2230.61 1546.49 684.121 449.3 369.98 3849.52 1276.29 1037.66 967.557 508.832 3780.43 3548.15 3072.62 475.534 170.681 519.793 293.549 149.148 226.244 185.907 416.991 756.495 291.6 234.821
internal_count=4780 4627 4136 2322 570 1814 1111 782 329 194 167 1752 703 505 479 277 1713 1636 1440 196 94 271 153 72 118 91 222 432 153 135
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=0
split_feature=103 150 37 135 21 127 83 86 20 15 24 135 87 102 39 68 97 11 101 22 17 117 54 62 150 86 27 25 150 20
split_gain=0.53109 0.560606 0.67805 0.756856 0.624356 0.612949 0.732552 0.670521 0.724149 0.54884 0.627075 0.76475 0.755615 0.509597 0.636672 0.871497 0.642585 0.635594 0.60011 0.877598 0.825988 0.570471 1.00257 0.558823 0.551884 0.527073 0.510801 0.503554 0.495478 0.476252
threshold=0.099559046328067793 0.010500331409275534 0.0098710241727530974 0.00085274505545385193 0.0026012937305495147 0.00099512818269431613 0.030689206905663017 0.00060774214216507982 0.00062670491752214741 0.044033329933881767 0.001792412775103003 0.0013986918493174019 0.004017772153019906 0.00899649551138282 0.0041444667149335155 0.000490355829242617 0.00057154725072905432 0.0087224207818508166 0.14610802382230761 0.00043393640953581786 0.040252277627587325 0.0049928687512874612 0.035692447796463973 0.0026833302108570938 0.0046923852059990176 0.00017767510871635753 0.00090704852482303988 0.00052132029668428015 0.028020657598972324 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 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 28 -5 7 -7 8 -6 13 11 12 27 18 17 -16 24 29 20 25 21 23 -23 -1 -17 -20 -22 -11 -3 -15
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 19 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016705212573850229 -0.0050023620275325212 0.0011987654689410063 0.0050567109688043612 -0.0069534446400930615 0.0033775390966951056 -0.0024844945140403796 -0.010230578777807873 -0.0045559944136105146 -0.0018770709802353345 0.0034330067709310054 0.0035075929220188423 -0.0054036911892682933 -0.0044089005219823951 -0.0016222903869906669 0.0083456470835946862 -0.00018870947201838893 -0.0026033444019786171 -0.0055948064053621674 0.0025189219771007908 -0.0025711599972656871 -0.0069735931286863638 0.00050849669827880543 0.005197202276528535 -0.0042415637059987719 0.0060314687028984373 0.0085178786092318035 -0.0014906491103219145 -0.00049378057207249265 -0.0032535241400123271 0.0041410559879597872
leaf_weight=2671.6613585948944 52.766016483306885 320.47038197517395 43.134459257125854 69.29988956451416 120.87274146080017 120.59801149368286 40.864435195922852 85.994188547134399 143.30025315284729 218.63014578819275 250.22999739646912 50.610296487808228 53.614267826080322 550.430588722229 34.443397045135498 94.84567666053772 133.60051369667053 98.056195735931396 100.28009796142578 56.090839624404907 49.922471046447754 3349.4258456230164 118.02919602394104 86.888561725616455 57.145638704299927 57.673038244247437 284.85788178443909 130.29775094985962 77.623978137969971 38.341741561889648
leaf_count=1450 33 150 18 46 48 67 26 55 72 77 91 26 24 309 16 53 83 58 39 23 31 1573 46 57 21 20 151 56 45 16
internal_value=0 2.77636e-05 -0.00107845 -0.00134876 -0.00249959 -0.00189632 -0.00444495 -0.000721145 0.000527184 0.000161025 0.00149856 0.00038918 0.0011175 4.01252e-05 -0.00100944 0.000832465 -7.36516e-05 -0.0018677 0.00019611 0.00280144 0.000111112 0.000241205 0.000668096 -0.000295391 0.00214995 0.00470931 -0.00230827 0.00196665 0.000330618 -0.00124697
internal_weight=0 9507.23 1022.16 979.024 580.93 511.63 161.462 350.167 264.173 8485.08 703.382 453.152 402.542 7781.69 1006.86 320.035 285.592 686.829 6774.83 214.044 6560.79 6226 3467.46 2758.55 151.991 157.953 334.78 348.928 398.094 588.772
internal_count=4780 4747 527 509 314 268 93 175 120 4220 274 183 157 3946 556 173 157 383 3390 82 3308 3126 1619 1507 74 59 182 133 195 325
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=0
split_feature=103 121 80 83 27 138 124 100 128 94 147 33 80 83 25 85 71 25 79 0 69 59 8 112 46 121 89 18 142 69
split_gain=0.499954 0.647603 0.78332 0.948327 0.937694 0.999804 0.992237 0.896949 0.723415 0.650899 0.803373 0.695734 0.818998 0.793087 0.693242 0.674628 0.901262 0.638616 0.778136 0.669816 0.625474 1.03712 0.828833 0.943026 0.75363 0.717334 0.671625 0.772632 0.624469 0.690617
threshold=0.00050559637020342063 0.00039601318712811922 0.052634395658969886 0.045367386192083366 0.00064626874518580746 0.0032328735105693345 0.028884131461381916 0.00244467705488205 0.00093549740267917525 0.0014427106943912806 0.023343417793512348 0.00077738583786413084 0.0098710241727530974 0.0054799309000372895 0.0010585968848317864 0.0063990866765379914 0.004017772153019906 0.0022975050378590827 0.00055427959887310873 0.001792412775103003 0.0017376682371832433 0.0084566329605877417 0.00017767510871635753 0.0048403022810816774 0.0010918468469753864 0.007706565549597145 0.00062670491752214741 0.00017767510871635753 0.027182282879948619 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -1 20 11 12 13 -11 -13 16 -16 18 19 -6 22 26 24 -24 -3 -23 27 -22 29 -2
right_child=28 9 -4 7 17 -7 -8 -9 -10 10 -12 14 -14 -15 15 -17 -18 -19 -20 -21 21 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002742548049428022 -0.0023357753482432342 0.0037684056043896783 0.0037224029192415189 -0.0013804827346478429 -0.0021941442005064941 -0.0025611760202343134 0.0091422657351985046 -0.0069179524521332404 -0.00077112116905622685 0.0014598873946102308 -0.0021474266024517704 9.8333888347435579e-05 -0.0015025657929805881 0.0082721960083255771 -0.0010411708820901157 -0.0023687354737371579 0.0031280403766176289 -1.6672007755523863e-05 -0.00096650736705314344 -0.0086818352409138069 0.004523709204462753 -0.0031590285171342533 -0.0011790628541540841 -0.0080753179757935695 -0.0025130514846649203 0.0039887262930978469 0.0072718003743846198 -0.0022919925917493401 -0.0040915514237644694 2.9181717453397701e-05
leaf_weight=445.5623197555542 392.4995129108429 152.99999260902405 119.40484690666199 319.36946105957031 100.3262197971344 138.5536572933197 46.505404233932495 94.84567666053772 218.24111175537109 69.781167268753052 167.35608530044556 867.9872419834137 51.825521469116211 110.18638515472412 156.30275535583496 80.100549936294556 759.40511584281921 1645.6046752929688 709.53076767921448 65.92894458770752 101.3348970413208 143.13982725143433 709.91980171203613 53.293416023254395 69.414193630218506 46.505404233932495 80.054428100585938 70.515114545822144 127.70687508583069 1445.798485994339
leaf_count=190 213 61 36 141 50 81 19 53 111 34 104 398 20 35 88 44 323 923 388 45 37 76 354 32 31 19 33 40 72 729
internal_value=0 0.000183977 -0.000264936 -0.000390741 -0.000113263 0.00132411 0.00208198 -0.00264844 0.00158735 0.000658893 0.00118625 0.00145249 0.00403586 0.00563077 0.0011312 0.00203149 0.0024164 -0.000597177 -0.00168795 -0.00476686 -0.000177296 0.00138658 -0.000877894 -0.00166061 0.001808 -0.00140623 0.00348914 0.00172703 -0.000710639 -0.000475766
internal_weight=0 7593.99 3903.87 3784.47 3370.25 848.862 710.309 414.215 663.803 3690.12 2262.94 2095.59 231.793 179.968 1863.8 995.808 915.708 2521.39 875.786 166.255 1427.18 441.55 985.627 763.213 222.414 189.645 251.904 171.85 1966 1838.3
internal_count=4780 3766 2037 2001 1807 401 320 194 301 1729 1046 942 89 69 853 455 411 1406 483 95 683 205 478 386 92 95 110 77 1014 942
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=0
split_feature=135 148 19 8 103 51 58 32 11 128 7 27 37 26 101 51 119 102 39 43 150 18 124 73 129 68 92 98 107 59
split_gain=0.495997 0.801072 0.619224 0.595283 0.744469 0.657695 1.1723 0.932675 0.894682 0.846535 0.811174 0.78711 0.761219 0.905977 0.998688 0.903606 0.737002 1.50888 0.810779 0.733862 1.21697 0.729343 0.722007 0.679769 0.629272 0.564593 0.562913 0.725065 0.486193 0.470356
threshold=0.035692447796463973 0.0020292587578296666 0.0054799309000372895 0.0084566329605877417 0.099559046328067793 0.0038949446752667431 0.021960759535431865 0.00087947337306104611 0.0016846025246195497 0.0012745757703669371 0.002945306478068233 0.0046923852059990176 0.0023699469165876512 0.00017767510871635753 0.14610802382230761 0.0022975050378590827 0.0005375427135732026 0.0041444667149335155 0.013032016810029747 0.016668972559273246 0.0053125319536775359 0.00075379351619631063 0.0012745757703669371 0.0036604277556762104 0.0033348383149132137 0.024810968898236755 0.0017376682371832433 0.0044099434744566688 0.0068083447404205808 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 12 10 -9 26 19 -11 13 14 -1 -15 18 -18 -10 20 -7 24 -12 -23 -14 -5 27 -8 -24 -28
right_child=1 -3 -4 25 -6 7 9 8 16 11 22 -13 21 15 -16 -17 17 -19 -20 -21 -22 23 28 -25 -26 -27 29 -29 -30 -31
leaf_value=4.2194391828103766e-05 -0.0029032759000271156 -0.004263505724901878 0.0042415014397068742 -0.00098263784614731732 -0.0065587595130372949 0.0029774869323697943 -0.0070082986836828912 -0.002174646668405529 0.00098666424766938841 -0.0035937948531180978 0.0056964377097551656 0.0041724296085404204 0.00088141749437964986 0.0034108544371356971 0.006294054598690548 -0.0009329663781251342 0.0088204470321778927 -0.00028262435097727115 -0.0032545594224236713 0.00641319362757755 -0.0013841424180700823 -0.0052141694275911754 -0.0034607049908726081 -0.00042078659996012187 -0.0029034096611020698 0.0026590908292392816 -0.00384185958043602 -0.00055076963005027269 0.0029693932871426225 -0.01017841593163589
leaf_weight=2914.7343695163727 54.875614643096924 168.93828392028809 67.785873174667358 1685.2759459018707 39.809636116027832 742.66469502449036 58.453107357025146 347.46200323104858 512.43175935745239 55.24258828163147 34.970796585083008 79.687454462051392 438.13260436058044 459.20652556419373 65.309301376342773 161.9437243938446 79.687454462051392 106.17373657226562 144.44729590415955 106.65501427650452 203.81683683395386 167.67693710327148 144.28687000274658 132.33916687965393 146.55689406394958 113.60345196723938 71.936887264251709 169.57998752593994 36.919968843460083 49.395071506500244
leaf_count=1440 29 101 23 918 28 303 37 206 248 32 15 30 193 190 24 81 30 50 92 38 94 96 96 78 88 47 41 85 15 32
internal_value=0 -0.00203044 0.00104511 6.3881e-05 0.000260527 0.000297065 -3.38632e-05 0.000965807 -3.96988e-05 -0.00237093 0.00190864 0.000992809 0.000218446 0.000541277 0.000179207 0.00227835 0.000840541 0.00362029 5.40218e-05 0.00248131 0.00203825 -0.00109564 -0.000881199 -0.00309978 -6.72784e-05 -0.000752654 -0.00367006 -0.00220607 -0.00215061 -0.00642152
internal_weight=0 291.6 122.661 9268.4 7469.52 7429.71 4970.19 2459.52 1190.2 484.295 1269.31 134.93 4485.9 3601.19 2980.04 621.15 842.74 185.861 656.879 1053.14 946.482 884.706 216.178 300.016 584.689 1798.88 349.365 228.033 181.207 121.332
internal_count=4780 153 52 4627 3662 3634 2447 1187 626 257 561 62 2190 1735 1464 271 420 80 340 435 397 455 126 174 281 965 195 122 111 73
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=95 124 95 49 117 20 123 146 132 78 28 109 24 57 17 106 94 118 29 58 127 45 93 54 93 138 4 43 77 98
split_gain=0.484996 0.677209 0.655353 1.01673 0.752966 0.704971 0.716395 0.854147 0.832176 0.803202 0.702662 0.688332 0.651215 0.65104 0.960446 0.831798 0.598227 0.822201 0.724761 1.13303 0.560156 0.526876 0.699952 0.711252 0.49375 0.726692 0.553453 0.541984 0.486671 0.675878
threshold=0.014740333426743748 0.036783467978239066 0.0011261500185355546 0.0014881226234138014 0.12087306752800943 0.0010263677686452868 0.0044099434744566688 0.015675474889576439 0.00062670491752214741 0.0042751494329422721 0.00066645268816500913 0.037906534969806678 0.00017767510871635753 0.00017767510871635753 0.0046923852059990176 0.0035485138650983576 0.00043393640953581786 0.00085274505545385193 0.018276390619575981 0.029773407615721229 0.00087947337306104611 0.014293605927377941 0.088838413357734694 0.024810968898236755 0.030689206905663017 0.00039601318712811922 0.0032328735105693345 0.0019672545604407792 0.00057154725072905432 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 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 12 4 5 11 6 7 13 9 -9 28 16 -2 14 -4 -15 17 18 19 -1 -19 22 23 -18 25 26 27 -14 -7 -30
right_child=1 -3 3 -5 -6 10 -8 8 -10 -11 -12 -13 24 15 -16 -17 21 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0026907062413184285 -0.0067851057993201505 0.0040065002218138178 0.0012539157913554026 -0.0019936860944891797 0.0038549992805125932 0.00028606485631040045 -0.0027823228406104847 -0.0029441001068106214 0.007810689325415488 0.0036421291764336863 0.0007695306751452581 -0.0029966402428046302 0.00049878816637549499 -0.0010530997127064653 -0.0020568031336757461 0.005232969468862504 -0.0005623884074409919 -0.00060868497168668409 -0.0018101249789608132 -0.004690290219530286 -0.0066172054417043581 0.0011469716121859758 -0.0057136114653878675 -0.0045557279444243181 -0.0057098896680255968 -0.0024718637439901216 -0.0029818202528617971 0.0054305300294037497 -0.0017432693934759512 -0.0084114005332244623
leaf_weight=651.42057251930237 54.18778920173645 60.19573187828064 1294.3325691223145 361.19845271110535 105.23324155807495 260.59550189971924 100.53276753425598 57.352186441421509 92.116435289382935 240.00285840034485 1077.1482574939728 245.4152193069458 230.41742300987244 74.046485424041748 263.69171690940857 181.91672468185425 2346.7191107273102 169.62610936164856 142.19933223724365 56.503935098648071 50.2894446849823 360.71517395973206 73.198234081268311 117.06664061546326 54.348215103149414 334.20683145523071 80.054428100585938 73.47296404838562 308.45449662208557 43.341006994247437
leaf_count=306 34 30 569 228 37 112 57 28 36 103 541 126 99 37 132 69 1290 96 63 37 34 155 46 70 30 172 33 27 158 25
internal_value=0 -0.00111369 0.000113882 0.000546695 -0.000322573 0.000776462 0.00134534 0.00153367 0.0036582 0.00237181 6.91306e-07 -0.000426918 -0.00148652 0.00107752 0.000693585 0.0034145 -0.000267974 0.000742345 0.00144728 0.00210158 -0.00198269 -0.000641056 -0.000895283 -0.000752132 -0.00111484 -0.000767101 0.000716818 0.00169116 -0.00135164 -0.00256478
internal_weight=0 886.883 8673.12 4354.73 4318.39 3993.53 2303.99 2203.46 389.471 297.355 1689.54 4213.15 826.688 1813.99 1558.02 255.963 3967.74 1070.04 850.124 707.925 219.916 2897.7 2536.98 2463.79 772.5 718.152 383.945 303.89 612.391 351.796
internal_count=4780 425 4355 2095 2260 1867 1031 974 167 131 836 2223 395 807 701 106 2097 536 406 343 130 1561 1406 1360 361 331 159 126 295 183
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=0
split_feature=37 60 65 89 28 116 118 0 101 1 66 45 149 34 92 19 141 122 119 27 45 18 140 60 123 94 100 113 81 70
split_gain=0.476217 0.679638 0.772268 1.59568 0.981123 0.751876 0.68675 0.637722 0.885949 0.754329 0.63287 0.624628 0.81241 0.827951 0.741686 0.664248 0.698273 0.649432 0.645154 0.894463 0.780268 0.580982 0.650864 0.648895 0.981439 0.800826 0.845405 0.716003 0.871534 1.0117
threshold=0.00017767510871635753 0.0084566329605877417 0.0026012937305495147 0.0010585968848317864 0.00039601318712811922 0.0034400182776153092 0.00017767510871635753 0.00068727668258361529 0.0087224207818508166 0.00062670491752214741 0.00050559637020342063 0.014293605927377941 0.012636432424187662 0.0079489401541650313 0.4073652476072312 0.00096484774257987748 0.0044099434744566688 0.00040826165059115743 0.0010585968848317864 0.0020292587578296666 0.0066005610860884198 0.010829726699739696 0.0012357163941487672 0.0022272822679951791 0.0049928687512874612 0.00080172589514404546 0.0013986918493174019 0.0051502294372767219 0.013860232196748258 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 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 7 6 4 -4 -6 -3 8 9 -2 -11 12 14 -14 18 17 -17 -13 20 -20 -9 22 -1 24 -24 26 -25 28 29 -27
right_child=1 2 3 -5 5 -7 -8 11 -10 10 -12 15 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.0008770613671005991 -0.0063350338817348478 -0.0022556371220590061 0.0096312700966264195 -0.0024727590416982951 0.0055934231938201484 -0.0016643234325288457 0.0011598103852067496 -0.00094468612955873595 0.0019225049478329643 -0.0028384755967353435 0.0045697632331355154 0.00038320461333959558 0.0030333884557874665 -0.001189620051963043 0.0040013220042788801 0.001036780545933501 -0.0037072136571647432 0.0069026141867484132 0.0045717342576677396 -0.0026251597603369047 -0.0032475346979587041 -0.0025012146990963584 0.0006470257498999392 0.00298535030293888 -0.0046136797220960651 0.0029436392238040331 -0.0056200237319050956 -0.0023359117855047749 -0.001021436591372336 0.0087730852071339818
leaf_weight=716.45714497566223 142.8189754486084 239.04030299186707 79.320480823516846 98.583595275878906 91.222062110900879 58.61353325843811 382.98225975036621 1921.9319207668304 94.432581186294556 176.84927701950073 34.443397045135498 70.996392250061035 270.70833683013916 203.175133228302 71.363365888595581 408.64235091209412 95.740049839019775 82.691425800323486 108.81073427200317 71.569913625717163 454.89708662033081 168.04391074180603 2878.614529132843 56.457813262939453 91.474731683731079 193.29090642929077 57.719160079956055 49.188523769378662 68.886794090270996 121.03316736221313
leaf_count=434 84 127 27 57 34 33 183 1068 39 86 16 28 115 110 31 175 55 28 45 38 261 99 1320 26 52 77 31 25 32 44
internal_value=0 -0.000325951 0.000882193 0.00284639 0.0051347 0.0027543 -0.00015273 -0.000598564 -0.00238059 -0.00352812 -0.00163084 -0.000386009 -0.000682793 0.00122279 -0.00102634 0.00101317 0.000136293 0.00389096 -0.00116664 0.00171621 -0.00138542 0.000382063 0.000496522 0.000776365 0.000485003 0.00235962 -0.00136487 0.00334309 0.00407204 0.00518832
internal_weight=0 5158.83 949.762 327.74 229.156 149.836 622.023 4209.07 448.544 354.112 211.293 3760.53 3102.46 473.883 2628.57 658.07 504.382 153.688 2557.21 180.381 2376.83 4401.17 4233.12 3516.67 2970.09 546.576 114.177 432.399 383.211 314.324
internal_count=4780 2640 461 151 94 67 310 2179 225 186 102 1954 1668 225 1443 286 230 56 1412 83 1329 2140 2041 1607 1372 235 57 178 153 121
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=0
split_feature=104 45 45 58 102 76 112 58 39 115 84 99 71 120 40 9 116 35 71 53 68 60 117 37 66 82 61 68 21 27
split_gain=0.462689 0.761172 0.588926 0.766031 0.566738 0.698561 1.30251 1.03205 1.13076 0.950439 0.860894 1.23959 0.918325 1.03327 0.826528 0.851723 0.826699 0.733055 1.15546 0.792006 0.586501 0.602208 0.54375 0.543547 0.54352 0.533708 0.798075 0.612128 0.608338 0.783972
threshold=0.066585760563611998 0.017188700847327713 0.074787221848964705 0.0062037324532866487 0.00899649551138282 0.0013146653072908523 0.0062037324532866487 0.004017772153019906 0.0048403022810816774 0.013032016810029747 0.00040826165059115743 0.0026012937305495147 0.037906534969806678 0.00017767510871635753 0.0056525857653468856 0.0022975050378590827 0.01884530205279589 0.013439828064292671 0.012636432424187662 0.023343417793512348 0.0045489775948226461 0.00062670491752214741 0.034632634371519096 0.00017767510871635753 0.00039601318712811922 0.0070226341485977182 0.00244467705488205 0.011169348377734424 0.0042751494329422721 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 14 8 9 -7 12 23 13 -8 15 16 -1 19 -19 -16 22 -22 -6 -12 -17 28 -27 -28 29 -3
right_child=2 25 -4 -5 20 7 10 -9 -10 -11 11 -13 -14 -15 17 24 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00087546136807667451 0.0026893583101511558 -0.0026740882867912394 -0.0058507020516358147 -0.0042881545538730886 -0.00088840043893301159 0.0068626981237153249 -0.00053937969428567093 -0.0004911873495817452 -0.0023897568323370377 -0.00097895134713318487 0.0046402954332699971 -0.0077278631508115861 -0.0084382987709131375 -0.010575557282041979 -0.00075691309445368989 -0.0041507113303915055 -0.003498314261039713 -0.0010207049596218361 0.005358860149336309 -0.005896214379213718 -0.0051191665590908332 -0.00084270650480186993 0.0043199121882779197 -0.001489252306162049 0.0017394176098648581 0.0045188988496625577 -0.0078952660782755073 -0.00097048027768592093 0.0026421213275044193 0.0016648464453318122
leaf_weight=3294.5281705856323 86.796318054199219 153.36696624755859 74.940858602523804 71.936887264251709 415.50054597854614 190.08038735389709 142.40587997436523 283.02301359176636 60.402279615402222 48.500698328018188 84.847145795822144 41.758808374404907 96.107023477554321 31.278999805450439 2188.7419130802155 149.3543176651001 111.70040154457092 163.98514032363892 125.13805961608887 77.623978137969971 166.82868576049805 162.51724576950073 56.985212802886963 63.039277315139771 53.086868286132812 48.98197603225708 42.813607454299927 125.34460735321045 624.26852536201477 324.1160569190979
leaf_count=1581 35 64 39 41 247 72 70 136 37 30 35 28 58 22 1183 79 58 103 51 45 105 91 25 32 25 18 26 58 254 132
internal_value=0 5.50599e-05 -0.00219753 -0.000472807 -0.000128262 1.20586e-05 -0.000133875 0.00167287 0.0037214 0.00526858 -0.00270212 -0.000120604 -0.00451675 -0.0023468 5.75463e-05 0.000544767 0.000732032 -0.00063047 0.00174049 -0.000932936 -0.00138924 -0.00300893 -0.00026024 0.00202746 -0.00260612 0.00116807 -0.00109756 -0.00273355 0.00161459 0.000271186
internal_weight=0 9326.33 233.674 158.733 8007.43 7205.6 6623.6 582.006 298.983 238.581 459.437 189.645 269.792 173.685 6164.16 3608.67 3406.23 2555.49 289.123 2266.37 801.832 329.346 472.486 147.886 202.441 1318.89 217.14 168.158 1101.75 477.483
internal_count=4780 4665 115 76 4113 3645 3370 275 139 102 245 95 150 92 3125 1743 1639 1382 154 1228 468 196 272 67 104 552 102 84 450 196
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=0
split_feature=150 42 135 117 75 51 80 72 79 142 91 35 137 11 58 59 73 31 17 138 117 34 54 61 53 108 133 99 145 109
split_gain=0.446394 0.561813 0.734383 0.681904 0.64617 0.586422 0.532923 0.57315 1.10301 0.813584 0.754895 0.779464 1.08884 0.770563 0.694562 0.639004 0.757384 0.721605 0.674 0.709413 0.612556 0.606731 0.537521 0.750823 0.687031 0.76162 0.586829 0.783458 0.674197 0.601049
threshold=0.010500331409275534 0.0035485138650983576 0.00085274505545385193 0.0027679565828293566 0.0023699469165876512 0.0018488886416889729 0.00062670491752214741 0.0037758676335215573 0.00043393640953581786 0.00052132029668428015 0.0042751494329422721 0.00044738779251929378 0.00044738779251929378 0.00747153488919139 0.00077738583786413084 0.0016846025246195497 0.00087947337306104611 0.00070876078098081063 0.040252277627587325 0.0022975050378590827 0.0023699469165876512 0.0035485138650983576 0.035692447796463973 0.0014881226234138014 0.0048403022810816774 0.0051502294372767219 0.0010263677686452868 0.023343417793512348 0.0014427106943912806 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -5 22 9 21 -8 15 -12 13 -13 -14 16 20 -18 19 -17 -11 -9 23 26 -24 -26 27 -1 -28 -30
right_child=1 2 -4 4 -6 -7 7 8 -10 10 11 12 14 -15 -16 18 17 -19 -20 -21 -22 -23 24 -25 25 -27 28 -29 29 -31
leaf_value=-0.0028638776412703341 -0.0030937501868973597 -0.002627430378784352 -0.0015315329676472518 0.0012083865246115097 -0.002198127287149544 0.0069786983721940067 0.0066411244852458738 -0.0082503037112362544 7.6684892483943018e-06 -0.0026452986918135009 -0.0049589555012590778 -0.00060597343357582096 0.0079031654352029416 -0.0068859603605433877 0.00088185657104442722 0.0018611264306327452 -0.0055339391127185271 0.00098409930402956107 -0.0021395095599565494 -0.00060944065489625869 0.0019400071113208298 -0.0010430928559891223 -0.0019071131144648549 -0.0021005869033140201 -0.0010519960554626513 0.0070028559500057291 -0.00043098749600974513 0.0051882853799581673 0.0016362596084686599 0.0081890249781349563
leaf_weight=266.14622831344604 241.60911846160889 71.569913625717163 486.56512045860291 80.581827640533447 47.606325149536133 97.069578886032104 57.673038244247437 63.612798690795898 2630.8189837932587 98.904447078704834 102.11496615409851 139.5623345375061 41.712686538696289 75.147406339645386 226.35865259170532 2028.0294709205627 117.75446605682373 66.410222291946411 133.87524366378784 339.15997505187988 276.3493058681488 53.981241464614868 75.674805879592896 726.04258036613464 45.817578792572021 81.636626720428467 547.63316512107849 34.076423406600952 266.21441054344177 40.290913820266724
leaf_count=168 148 38 249 32 28 34 20 42 1387 49 54 68 17 46 103 804 65 33 64 170 108 27 45 438 24 30 318 13 142 16
internal_value=0 -0.000985915 -0.00033583 0.00162419 0.00297503 0.00436131 0.000118403 0.000342931 -0.000204102 0.00074894 0.000655721 -0.000990156 -0.0001507 -0.00280394 0.00197439 0.000970268 -0.000557372 -0.00318352 0.00131196 0.00150715 0.000731473 -0.00494185 -0.000576829 -0.000840783 0.00186664 0.00410728 -4.84215e-05 -0.00194993 0.000619942 0.00249764
internal_weight=0 1025 783.393 296.828 225.258 177.651 8535 6451.47 2748.41 3703.05 3645.38 584.896 482.781 214.71 268.071 3060.48 559.418 184.165 2501.06 2367.19 375.254 117.594 2083.53 1880.4 203.129 127.454 1154.36 300.223 854.138 306.505
internal_count=4780 529 381 132 94 66 4251 3057 1456 1601 1581 288 234 114 120 1293 255 98 1038 974 157 69 1194 1095 99 54 657 181 476 158
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=0
split_feature=143 54 1 140 68 61 81 145 39 81 138 105 99 37 60 145 63 4 89 131 140 140 104 37 117 85 112 23 32 52
split_gain=0.454961 0.610246 0.848746 0.609497 0.80753 0.590102 0.572686 0.574616 0.629182 0.694613 0.715029 0.753349 0.705482 0.546215 0.616794 0.670098 1.15742 0.822846 0.86794 0.714292 0.840612 0.612013 0.586182 0.74735 0.674199 0.763128 0.581899 1.08829 0.932376 0.864185
threshold=0.01884530205279589 0.014293605927377941 0.00046126570669002836 0.076978169381618514 0.011169348377734424 0.0014881226234138014 0.0072436286136507997 0.00017767510871635753 0.0087224207818508166 0.0044099434744566688 0.00057154725072905432 0.0046923852059990176 0.0014881226234138014 0.00087947337306104611 0.0025217677466571335 0.00093549740267917525 0.00052132029668428015 0.00077738583786413084 0.00085274505545385193 0.0013146653072908523 0.00899649551138282 0.013860232196748258 0.010829726699739696 0.0053125319536775359 0.022641776129603389 0.0005375427135732026 0.0019071503775194289 0.036783467978239066 0.0017376682371832433 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 13 5 -5 7 -2 9 10 11 -9 -11 14 -1 16 -16 18 -17 21 -21 -19 26 24 25 -24 27 -15 29 -28
right_child=1 2 -4 4 -6 -7 -8 8 -10 12 -12 -13 -14 22 15 17 -18 19 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=8.9322127598170145e-05 -0.003236531610809289 0.00086815152705126207 -0.0078484479111139583 0.0018066543474659566 0.0031693786991062812 -0.0043474388694017289 -0.001867610766269633 0.00013127595496199729 -0.0027101716603877279 -0.00078715091870354143 -0.0032465167825740104 0.0067432840313601562 0.0058893903500788665 -0.00080140743333176291 0.0059045949364429006 -0.0040439944081477252 -0.002154687960917129 0.007296002716393005 0.0032796697700611457 -0.0019699651708429441 0.0045947568465095458 0.0020259556008143408 -0.0065825436796073181 -0.0058585234921242563 0.0030943078260839327 -0.00043054005558655563 0.0002133696058395342 0.0052102091754638903 -0.0013693114206861693 0.0060313120918130386
leaf_weight=3957.990690946579 96.427875280380249 46.872377872467041 69.093341827392578 80.742253541946411 346.72605490684509 75.261710405349731 480.19020414352417 175.014408826828 100.89974117279053 55.403014183044434 103.00933933258057 57.145638704299927 138.41529178619385 1976.1878921985626 56.090839624404907 84.732841730117798 216.4984872341156 156.53136348724365 77.417430400848389 95.740049839019775 99.385724782943726 85.007571697235107 72.831260442733765 106.58683204650879 75.789109945297241 163.73247075080872 117.91489195823669 78.265681743621826 174.94622659683228 139.14923906326294
leaf_count=2012 50 22 39 28 115 31 250 71 60 28 56 21 48 1076 23 50 118 58 38 55 37 31 43 64 30 85 61 29 97 54
internal_value=0 -0.000860862 -0.00432527 0.000138205 0.0018252 -0.00116229 -0.000527873 0.00035787 0.000908128 0.00159829 0.000220494 0.00175881 0.0039809 2.85568e-05 0.000354457 0.00155872 -0.000496325 0.00249421 -0.000547366 0.00362366 0.00137372 0.00544125 -0.000513158 -0.00224337 -0.00100973 -0.00232457 -0.000221638 -0.000572391 0.00144639 0.00336263
internal_weight=0 1322.47 115.966 8237.53 502.73 156.004 1206.51 726.315 629.887 528.988 335.169 232.16 193.818 7734.8 4829.39 871.404 272.589 598.815 162.15 436.665 195.126 241.539 2905.4 418.94 312.353 236.564 2486.46 2054.45 432.01 257.064
internal_count=4780 645 61 4135 174 59 584 334 284 224 148 92 76 3961 2422 410 141 269 88 181 92 89 1539 222 158 128 1317 1105 212 115
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=0
split_feature=141 94 3 80 8 33 10 76 112 82 142 78 141 29 30 95 10 20 62 78 72 129 140 133 144 23 112 1 108 93
split_gain=0.425758 0.529371 0.582617 0.781143 0.942254 0.813518 0.796541 0.801955 1.44372 0.908006 0.728057 0.58301 0.823756 0.575669 0.56975 0.565771 0.66153 0.558707 0.57734 0.487617 0.617074 0.752041 0.779123 0.769931 0.480706 0.493664 0.44638 0.467476 0.505522 0.846801
threshold=0.016668972559273246 0.028884131461381916 0.0013986918493174019 0.00062670491752214741 0.00017767510871635753 0.00017767510871635753 0.10522961243987085 0.00017767510871635753 0.0048403022810816774 0.0070226341485977182 0.0017376682371832433 0.0031340263085439806 0.0023699469165876512 0.021960759535431865 0.0012745757703669371 0.0072436286136507997 0.0026833302108570938 0.018276390619575981 0.00077738583786413084 0.0019071503775194289 0.0020932231564074759 0.0028552538715302949 0.002945306478068233 0.0070226341485977182 0.0011261500185355546 0.0044099434744566688 0.0016846025246195497 0.0063990866765379914 0.015200819820165636 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 10 7 8 -6 -9 -5 12 -7 15 -4 17 -17 18 -1 -16 21 22 -21 -23 -3 -26 27 28 -2 -30
right_child=26 24 14 4 6 11 -8 9 -10 -11 -12 -13 -14 -15 19 16 -18 -19 -20 20 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00011999163114830489 -0.0019210248820746543 0.0003965017704921267 -0.0040400119587195426 0.0091157976954430904 0.00024410291179160815 -0.0035725711755752519 -0.0047844561873113317 0.0019833327301381379 -0.0042299230862177899 -0.00089529546972149765 0.0028608527628755059 0.0052584509009296699 0.0039292496653189997 -0.0054999958625298112 -0.0023153266030061532 -0.0064626608440463036 -0.00020636411019396141 0.0039957910751667698 -0.0031057774757030821 -0.0016840917453493729 -0.00061646412104778177 -0.003435959001222154 0.0052821816805873976 0.0043699596161450348 0.0010038882051992984 0.0064230605932564539 -0.0037389125991344873 0.0015204017325400757 -0.0032077741892428627 0.006540795486723679
leaf_weight=752.8256528377533 491.93135952949524 228.99565029144287 117.96101379394531 73.105990409851074 2474.6044700145721 100.11967206001282 74.046485424041748 1225.5139572620392 194.48407101631165 352.80418086051941 127.93548321723938 52.352921009063721 57.673038244247437 62.878851413726807 307.85891485214233 82.623243570327759 86.475466251373291 75.628684043884277 170.03920483589172 53.293416023254395 1497.7423136234283 103.58286070823669 162.58542799949646 45.450605154037476 78.311803579330444 90.694662570953369 130.18344688415527 198.29017186164856 40.497461557388306 49.50937557220459
leaf_count=402 261 98 72 24 1151 43 37 511 108 170 42 19 20 36 185 54 43 34 110 32 904 66 65 21 40 35 71 86 23 17
internal_value=0 0.000108254 2.23474e-05 0.000282621 0.000574419 0.00286158 0.000356795 0.000446424 -8.18986e-05 0.00133987 0.00513538 0.000686297 -0.000830665 -0.000839694 -0.00065585 -0.000588721 -0.00326325 -0.000135779 -0.000474361 -0.000471931 -0.000167255 0.00167647 0.00356244 -0.00105539 0.00188931 0.003912 -0.00102849 -0.000576251 -0.00129067 0.00215455
internal_weight=0 8649.59 8251.59 5963.11 4732.64 411.187 4321.45 4247.41 2669.09 1578.32 201.041 210.146 157.793 1230.47 2288.47 1167.59 169.099 998.494 922.865 2170.51 1862.65 364.912 215.879 149.033 398.002 169.006 910.412 780.228 581.938 90.0068
internal_count=4780 4322 4149 2804 2125 148 1977 1940 1259 681 66 82 63 679 1345 643 97 546 512 1273 1088 184 97 87 173 75 458 387 301 40
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=0
split_feature=103 142 69 140 133 121 135 80 120 134 37 20 48 101 94 38 91 123 87 106 27 102 47 58 125 121 0 105 88 121
split_gain=0.416332 0.530879 0.584084 0.880954 0.556827 0.763452 0.646142 0.632869 0.51088 0.469341 0.650885 0.786418 0.45751 0.540919 0.779378 0.644828 0.820989 0.773513 0.668132 0.604627 0.760901 0.534367 0.684753 0.554078 0.767708 0.513556 0.512521 0.48012 0.447533 0.434955
threshold=0.00050559637020342063 0.027182282879948619 0.00039601318712811922 0.076978169381618514 0.002945306478068233 0.0021592099219560628 0.00075379351619631063 0.0019672545604407792 0.0022272822679951791 0.00077738583786413084 0.00017767510871635753 0.0019071503775194289 0.0022272822679951791 0.0016846025246195497 0.028884131461381916 0.0036604277556762104 0.0035485138650983576 0.00075379351619631063 0.00080172589514404546 0.079227816313505187 0.0005375427135732026 0.017724351026117805 0.0014427106943912806 0.044033329933881767 0.0013986918493174019 0.0042751494329422721 0.00087947337306104611 0.0015349716995842757 0.00080172589514404546 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 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 9 4 5 -4 -7 -8 12 10 11 -2 13 19 15 16 18 -18 -15 21 26 23 -23 25 -25 -1 -21 -16 -24 -6
right_child=1 -3 3 -5 29 6 7 -9 -10 -11 -12 -13 -14 14 27 -17 17 -19 -20 20 -22 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020518462283567983 -0.0024925170446992925 -0.0037657750366095174 -0.0036769809048938177 0.006551030459208078 0.00060533046007811358 0.006934678170624803 0.0047839775812223663 -0.00072144108430249269 0.0025913635436367339 0.0030071699819259794 -0.0052028363532871527 0.005122624102958542 -0.0030764936869636605 0.00022405336590955476 0.00067893384271745284 -0.0022270431171266748 -0.0023985946777989198 0.0016112183811405958 0.0022157101832451184 0.001303745152597637 -0.001444106576576827 0.0026687590211904874 -0.0067665042641838376 -0.0056277798391902749 0.00044086525071038927 0.0015457726864911469 0.0078474082814362685 0.0059495563662597152 -0.0020812000435384433 -0.0015289267163837575
leaf_weight=3401.0488214492798 158.412353515625 127.70687508583069 58.61353325843811 50.0367751121521 368.32937669754028 65.836700916290283 82.530999898910522 142.03890633583069 211.40697813034058 39.763514280319214 151.18918585777283 43.134459257125854 111.74652338027954 800.45403838157654 70.996392250061035 200.49201369285583 341.88921642303467 185.54033923149109 888.48764181137085 53.247294187545776 74.206911325454712 63.933650493621826 63.245825052261353 105.69245886802673 102.80279159545898 477.57526683807373 68.313272714614868 110.3929328918457 262.5226137638092 678.412193775177
leaf_count=1756 84 72 33 16 196 23 32 67 87 17 94 18 69 393 28 104 187 88 385 21 33 34 39 62 49 218 22 42 149 362
internal_value=0 -0.000648491 -0.000431933 3.24389e-05 -0.000201247 0.00152825 0.00257883 0.00130184 0.000167887 -0.00214248 -0.00272299 -0.000862747 9.8489e-05 0.000147286 0.000725624 0.000488387 0.000734023 -0.000988014 0.00127179 -0.000174307 0.00254557 -0.000293245 -0.00206232 -0.000124565 -0.00263551 1.04109e-05 0.00498108 0.00388662 -0.00299082 -0.00077792
internal_weight=0 1966 1838.3 1445.8 1395.76 349.02 290.407 224.57 7593.99 392.5 352.736 201.547 7382.59 7270.84 2598.25 2416.86 2216.37 527.43 1688.94 4672.59 195.767 4476.82 389.702 4087.12 208.495 3878.62 121.561 181.389 325.768 1046.74
internal_count=4780 1014 942 729 713 155 122 99 3766 213 196 102 3679 3610 1227 1157 1053 275 778 2383 76 2307 222 2085 111 1974 43 70 188 558
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=0
split_feature=143 133 148 82 29 96 143 83 146 76 42 44 50 46 51 140 72 20 149 76 113 106 104 93 58 1 99 149 60 46
split_gain=0.409426 0.574557 0.762387 0.563752 0.641582 0.784407 0.818331 0.613617 0.666972 0.708965 0.591511 0.553234 0.527855 0.872644 0.84166 0.74582 0.882946 0.600368 0.587484 0.522426 0.747188 1.30993 0.791897 0.722077 0.831368 0.830396 0.716311 0.908384 0.560787 0.836424
threshold=0.01884530205279589 0.00080172589514404546 0.00244467705488205 0.0087224207818508166 0.074787221848964705 0.0012357163941487672 0.035692447796463973 0.0046923852059990176 0.0012745757703669371 0.00017767510871635753 0.0020932231564074759 0.00244467705488205 0.00087947337306104611 0.00017767510871635753 0.0044099434744566688 0.01884530205279589 0.001792412775103003 0.00090704852482303988 0.0035485138650983576 0.00038414125447161501 0.0026833302108570938 0.020035739988088611 0.01884530205279589 0.0058306583669036635 0.00244467705488205 0.0044099434744566688 0.017188700847327713 0.0035485138650983576 0.00017767510871635753 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 5 6 11 -7 -9 -10 -8 -3 -1 14 15 16 -14 19 -18 20 21 22 -15 26 -25 -26 27 -21 -22 -30
right_child=1 3 -4 -5 -6 7 10 8 9 -11 -12 -13 13 17 -16 -17 18 -19 -20 23 28 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00070945388806885909 -0.00093134394262593386 -0.0034562113058619441 -0.0081162001177911749 -0.0060908048792830613 0.0042619066015768892 0.0042754314995275293 0.0017500717929998071 0.0033791616169154778 -0.003075927094689854 0.00041138246542339564 0.0092539553643320692 0.003097668496953808 -0.0027912499392290877 0.00075096698648606129 0.0066117514402041101 0.0042010069383986983 -0.00077903937677475737 -0.00042447469089397055 0.0057672896942025167 0.0018519426865832942 -0.0040197877131349325 -0.0046359719005589122 0.0074171729298785575 0.0072164205172848637 0.00034115029415692259 0.0075079196606100268 0.0044260974199442438 -0.0021129182790719887 -0.0026296573230193371 0.002462513976296773
leaf_weight=1522.5300920009613 97.276126623153687 74.940858602523804 59.507906436920166 42.446633815765381 74.52776312828064 46.872377872467041 55.930413722991943 61.410956859588623 497.45802450180054 206.13298273086548 49.50937557220459 56.457813262939453 150.08826494216919 1915.7595500946045 92.116435289382935 151.00469851493835 63.56667685508728 2596.3294649124146 74.367337226867676 292.76887488365173 158.09150171279907 112.75520062446594 45.611031055450439 100.44052386283875 195.81360006332397 50.931148290634155 102.75666975975037 285.17873358726501 183.63728880882263 143.78153085708618
leaf_count=857 41 39 35 23 25 22 27 24 269 97 17 26 85 906 36 50 31 1360 29 136 92 56 17 35 87 18 38 143 99 60
internal_value=0 -0.000816646 -0.00365838 -0.000434435 -0.000220684 -0.000539244 0.00199256 -0.00127782 -0.00161807 -0.00205424 0.00527353 -0.000640218 0.000131106 0.000321691 0.00226656 0.00135485 -0.000137339 0.000154643 0.00275042 0.000573757 0.0001914 0.000604711 0.000905987 0.0015259 0.00338151 0.00182046 0.000579463 -0.000104453 -0.00157429 -0.000393499
internal_weight=0 1322.47 156.784 1165.69 1123.24 1048.71 236.838 811.874 765.002 703.591 105.44 131.399 8237.53 6715 531.143 439.027 288.022 6183.86 137.934 3587.53 2559.64 2074.13 1961.37 1027.89 347.185 246.745 680.704 577.948 485.51 327.419
internal_count=4780 645 76 569 546 521 109 412 390 366 44 65 4135 3278 231 195 145 3047 60 1687 1230 979 923 457 140 105 317 279 251 159
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=0
split_feature=118 150 106 22 78 42 12 71 15 103 136 82 110 95 98 60 105 140 68 134 59 26 150 62 150 53 81 95 3 142
split_gain=0.400648 0.410747 0.579812 0.550004 0.499383 0.740435 0.806866 0.473736 0.439293 0.430661 0.61572 0.608494 0.593037 0.637119 0.525904 0.601743 0.605407 0.551981 1.04601 0.531803 0.517148 0.504317 0.696745 0.644436 0.492344 0.411136 0.553743 0.544228 0.429301 0.409313
threshold=0.099488973617553725 0.010500331409275534 0.032603342086076743 0.00060774214216507982 0.0031340263085439806 0.0035485138650983576 0.0013986918493174019 0.015200819820165636 0.060991313308477409 0.00096484774257987748 0.0010263677686452868 0.0010918468469753864 0.13479631394147876 0.0012745757703669371 0.0016331639490090313 0.0054799309000372895 0.00017767510871635753 0.0045489775948226461 0.00064626874518580746 0.00062670491752214741 0.0049928687512874612 0.0022975050378590827 0.0022272822679951791 0.0026833302108570938 0.00017767510871635753 0.0028552538715302949 0.0048403022810816774 0.00047558375808876013 0.0010585968848317864 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 -7 -3 -4 12 21 -12 14 -14 -1 17 -17 24 -19 -18 -13 25 -23 -24 -16 -11 27 -27 -28 -9
right_child=-2 2 8 -5 5 6 -8 29 -10 10 11 20 13 -15 15 16 19 18 -20 -21 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00025599170301689997 -0.0025629620243311983 -0.0037350264198287362 0.0035012823294105731 -0.0038182946730153898 -0.0031494698769476319 0.0058947172677801191 -0.0019347177794397747 -0.0025144497593423631 -0.002058665473795403 -0.0034953428762112045 0.0057586586507054303 -0.0038420680176577734 -0.00011983866338385046 0.0058999611704923464 0.0018374857794179631 -0.0028580090784982061 0.0026902525243348374 0.0048063053082301266 0.00043906543375785443 -0.0024998841563287156 0.0028330175574898531 0.0050963278309801296 -0.0050378661841606436 0.0021735667353718377 -0.0012675263044065518 -0.0043263543733152877 -0.0071248929934924462 0.001069014514260982 0.00014653659302172071 0.0013168697519504713
leaf_weight=3206.9798469543457 150.08826494216919 174.78580069541931 115.55262422561646 188.10915470123291 66.089370489120483 96.542179346084595 49.922471046447754 127.54644918441772 51.298121929168701 273.5759437084198 64.254502296447754 54.71518874168396 80.948801279067993 96.175205707550049 153.78006172180176 62.144904136657715 643.69206571578979 146.41852855682373 2156.1273810863495 53.453841924667358 61.777930498123169 65.309301376342773 59.507906436920166 64.6214759349823 751.86309742927551 57.719160079956055 55.609561920166016 245.68994927406311 31.966825246810913 153.73393988609314
leaf_count=1747 85 101 47 109 41 35 31 76 21 165 26 33 35 32 78 30 280 55 927 28 27 24 35 29 426 31 35 107 17 67
internal_value=0 4.08793e-05 -0.000904682 -0.00142985 -0.000757881 0.00124371 0.00322605 -0.00169074 0.00179188 0.000156288 -0.00079876 0.00185241 0.000290713 0.00314881 0.000220152 0.000605027 0.00187077 0.000305461 0.000716778 0.0022923 -0.000302177 -0.00135987 0.000915884 -0.00128361 -0.000740289 -0.0020086 -0.00096831 4.26242e-05 -0.0044707 -0.00042044
internal_weight=0 9409.91 1023.58 856.729 668.62 212.554 146.465 456.066 166.851 8386.33 1034.75 180.748 7351.58 177.124 7174.46 3967.48 759.291 3208.19 2302.55 697.146 116.493 854 189.439 124.129 905.643 664.561 390.985 303.409 87.5764 281.28
internal_count=4780 4695 528 460 351 107 66 244 68 4167 529 86 3638 67 3571 1824 338 1486 982 308 60 443 88 64 504 355 190 138 52 143
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=0
split_feature=36 22 10 18 78 131 15 116 23 71 99 34 1 26 27 144 119 47 87 24 29 131 5 67 21 114 30 22 141 21
split_gain=0.391739 0.517981 0.495324 0.676772 0.607311 0.64562 0.523797 0.576576 0.570742 0.774403 0.551209 0.525913 0.530517 0.892646 0.523299 0.469424 0.454145 0.849224 0.474862 0.442017 0.393615 0.381802 0.527344 0.552894 0.408416 0.335117 0.327467 0.32524 0.277903 0.497501
threshold=0.0048403022810816774 0.0019672545604407792 0.10522961243987085 0.13848232477903369 0.0058306583669036635 0.000490355829242617 0.044033329933881767 0.0092791137285530585 0.094028618186712279 0.00062670491752214741 0.057509137317538268 0.00055427959887310873 0.0010585968848317864 0.00055427959887310873 0.012252715881913902 0.00017767510871635753 0.00050559637020342063 0.011519505176693203 0.00038414125447161501 0.00047558375808876013 0.013439828064292671 0.015200819820165636 0.0022975050378590827 0.00066645268816500913 0.00087947337306104611 0.00068727668258361529 0.00050559637020342063 0.0036604277556762104 0.0026833302108570938 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 19 7 8 9 -1 14 -8 13 -13 -9 -2 17 18 -3 -4 -14 22 23 -20 -24 -17 -23 -28 29 -27
right_child=15 16 4 -5 -6 -7 11 10 -10 -11 -12 12 20 -15 -16 25 -18 -19 21 -21 -22 26 24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0016207196960090272 -0.0040286352075062986 0.0027379883649876523 0.0024211436338916269 -0.0041428219404658732 0.0033420255697556495 -0.0072487643224055228 0.0059343045480155666 -0.0013129673164374658 -0.0040912524052082368 0.00063341907017934842 0.0043784876766747166 0.0013244068644541877 -0.0029381807481069933 0.0080195232613217357 0.0019468107659155892 0.0031880576024977446 -0.0050958971525852034 0.0034622507086327263 -0.0060895030024504838 -0.0039223647284300249 0.0010410093777584476 0.0037582852300577958 0.0034023165783067903 -0.00083877747045250505 -0.0032883737624801526 -0.0011614383102411809 0.00083827124989989768 -0.0051113730261139268 -0.0018462172135178527 0.0029959642274126502
leaf_weight=410.75395011901855 112.80132246017456 55.930413722991943 50.243322849273682 85.627214908599854 41.185286998748779 67.511143207550049 64.942327737808228 1118.2653622627258 69.414193630218506 5263.1459808349609 50.403748750686646 288.93871259689331 101.38101887702942 60.149610042572021 138.34710955619812 55.036040544509888 68.198968648910522 98.330925703048706 153.66575765609741 60.562705516815186 160.59013390541077 41.712686538696289 46.505404233932495 74.413459062576294 44.762779712677002 224.02044630050659 57.191760540008545 38.387863397598267 351.56689548492432 106.01331067085266
leaf_count=256 67 27 23 52 18 42 21 585 31 2542 19 110 48 19 74 25 37 39 93 33 54 17 19 40 26 137 32 27 213 54
internal_value=0 9.99499e-05 0.000212067 0.000277887 -0.00213042 -0.00339437 0.00032688 0.000199402 0.000415103 0.000470234 -0.000748436 0.0016564 0.00120175 0.00247801 -0.000954081 -0.00102494 -0.00122602 -0.000794001 -0.00161052 -0.001046 -0.00049891 -0.00214313 -0.0030911 -0.00437639 0.000120846 -0.000564979 6.18803e-05 -0.0015513 -0.00086802 0.000174001
internal_weight=0 8710.56 8031.46 7811.96 219.502 178.317 7726.33 7050.33 5743.31 5673.9 1307.02 676.002 611.059 349.088 1256.61 849.438 679.1 610.901 512.57 110.806 261.971 456.64 319.347 228.079 91.2682 736.637 137.292 95.5796 681.601 330.034
internal_count=4780 4284 3927 3811 116 98 3759 3507 2829 2798 678 252 231 129 659 496 357 320 281 56 102 254 178 133 45 429 76 59 404 191
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=0
split_feature=37 147 71 112 29 24 65 27 55 135 63 107 36 3 143 59 59 98 14 35 121 62 47 50 83 87 101 4 59 143
split_gain=0.374122 0.578122 0.791638 1.37327 0.691941 0.58628 0.568822 0.61624 0.592144 0.654149 0.68381 0.599864 0.750799 0.656772 0.563826 0.569824 0.825873 0.590581 0.513001 0.773564 0.529383 0.560174 0.701141 0.504087 0.495405 0.477037 0.48586 0.457838 0.45405 0.444603
threshold=0.00017767510871635753 0.00017767510871635753 0.0058306583669036635 0.010829726699739696 0.074787221848964705 0.0044099434744566688 0.00087947337306104611 0.00064626874518580746 0.00017767510871635753 0.035692447796463973 0.0014881226234138014 0.00087947337306104611 0.0020932231564074759 0.0032328735105693345 0.022641776129603389 0.0016846025246195497 0.0022975050378590827 0.00043393640953581786 0.00017767510871635753 0.0012357163941487672 0.02129978779703379 0.0010585968848317864 0.0027679565828293566 0.076978169381618514 0.013032016810029747 0.0072436286136507997 0.0035485138650983576 0.0011615398107096555 0.0063990866765379914 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 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 24 18 -3 -6 8 29 9 10 14 -12 13 -13 15 17 -17 -1 20 28 21 22 -4 -11 -2 26 -10 -21 -20 -8
right_child=1 4 3 -5 5 -7 7 -9 25 23 11 12 -14 -15 -16 16 -18 -19 19 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00083532845781089042 -0.0015316167022121534 -0.00017750820102995985 0.0050728530407838672 -0.0083507103246928654 0.00041823311674337674 0.0069485135560984667 -0.0017137218674098953 -0.00010919086182405462 -0.0022027656629474437 -0.0042154757886241926 -0.0023052642635339325 0.00065514214033157551 -0.0050105423424228138 0.0066711765310515829 -0.001573195053077349 0.0061601241755015112 0.0020584917627461592 0.0019129176061560135 -0.0095442583482924018 -0.0042745070828522783 -0.0023094569583565058 0.0067933236743885628 -0.00094205652889609015 0.002214834320550388 -0.0075970354052075492 0.004468231366727869 0.0037993249867471499 0.0016024640535282518 -0.0016217770327516387 -0.0069838427063572579
leaf_weight=281.69348454475403 59.14093279838562 4229.4349761009216 72.578590869903564 55.24258828163147 74.894736766815186 63.520555019378662 130.5042986869812 704.27883267402649 352.14041686058044 106.05943250656128 213.49451589584351 849.06904077529907 55.609561920166016 47.927176952362061 126.03243279457092 156.69178938865662 566.18239164352417 638.73892211914062 42.286207914352417 45.657152891159058 86.842439889907837 52.88032054901123 145.73070311546326 42.767485618591309 78.15137767791748 34.970796585083008 37.286942481994629 120.87274146080017 31.599851608276367 57.719160079956055
leaf_count=157 32 2218 25 32 28 20 63 361 223 65 120 408 35 20 53 54 220 282 27 28 46 18 60 15 44 15 18 48 14 31
internal_value=0 -0.000288905 -0.00153272 -0.000807802 -6.36612e-05 0.00341506 0.000338641 -0.000788402 0.000625328 0.000866276 0.00103024 9.0212e-05 0.000627077 0.000976583 0.00164977 0.00189695 0.00294757 0.00107183 -0.000111518 -0.00189799 0.00108808 0.00217607 0.00105765 -0.00236764 -0.00498426 -0.00112574 -0.00162808 -8.81283e-06 -0.00615594 -0.00332982
internal_weight=0 5158.83 790.983 653.691 4367.85 138.415 4401.17 892.502 3508.66 3084.27 2935.44 1166.1 952.606 896.996 1769.34 1643.31 722.874 920.432 598.448 240.416 358.032 271.19 218.309 148.827 137.292 424.398 389.427 166.53 73.8861 188.223
internal_count=4780 2640 374 298 2266 48 2140 455 1685 1429 1349 583 463 428 766 713 274 439 266 117 149 103 85 80 76 256 241 76 41 94
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=0
split_feature=95 20 95 146 141 57 33 29 127 138 144 132 132 99 27 75 106 45 134 140 4 93 51 141 14 7 97 61 98 149
split_gain=0.390414 0.52487 0.729666 0.861111 0.843033 0.814896 0.747021 0.726 0.66467 0.638824 0.618319 0.801685 0.609934 0.594834 0.588535 0.678487 0.559631 0.538028 0.509418 0.480045 0.439382 0.840757 0.77825 0.904435 0.708813 0.493461 0.49053 0.475334 0.417122 0.650237
threshold=0.014740333426743748 0.00090704852482303988 0.0016846025246195497 0.015675474889576439 0.013439828064292671 0.00017767510871635753 0.0013146653072908523 0.018276390619575981 0.00052132029668428015 0.00057154725072905432 0.0032328735105693345 0.000490355829242617 0.00043393640953581786 0.0014881226234138014 0.021960759535431865 0.0062037324532866487 0.004017772153019906 0.0019672545604407792 0.00040826165059115743 0.0038949446752667431 0.0032328735105693345 0.021960759535431865 0.0079489401541650313 0.0023699469165876512 0.00070876078098081063 0.00017767510871635753 0.00017767510871635753 0.0014881226234138014 0.0013986918493174019 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 5 12 6 10 8 -8 -9 11 -4 13 -5 -3 -16 -7 -15 -18 -12 21 22 23 27 -24 -25 -22 -2 -1 -30
right_child=20 14 3 4 -6 16 7 9 -10 -11 19 -13 -14 17 15 -17 18 -19 -20 -21 26 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00065432529921378275 -0.0051628712735116182 -0.00054352447624115814 0.0013415715449562151 0.008033319589174033 -0.0022842416885438489 0.00051638269880968353 -0.00045921827405987094 -0.00037416124190257823 -0.0040714328970055972 0.0065939252250006176 0.00052750258442646556 0.0066013015868994357 0.0081964116416187918 0.0054568672182120576 0.0059210324669828939 -0.00091747365160156484 0.0086246639219156977 -0.00080197145798379429 0.0025926657853346932 -0.0061469675483585137 -0.0049090750155279146 -0.0061558857159235659 0.008623579523370414 0.0046036924352461407 0.00048779245363318328 -0.00013111605667819095 2.8174768464233936e-05 -0.00089863282886338625 0.0012740636728397505 -0.00052632516118207053
leaf_weight=1496.5712094306946 110.32475066184998 3119.0124247074127 405.22528409957886 46.138430595397949 52.559468746185303 99.431846618652344 379.61131477355957 83.425373077392578 191.64052557945251 54.302093267440796 80.467523574829102 88.218090772628784 83.425373077392578 54.669066905975342 77.210882663726807 68.405516386032104 65.836700916290283 92.322983026504517 74.734310865402222 40.497461557388306 129.2429518699646 57.558734178543091 47.032803773880005 86.429344415664673 62.144904136657715 151.46391582489014 82.370573997497559 160.31540393829346 1091.8693227767944 927.54127025604248
leaf_count=836 68 1644 163 16 26 48 182 34 106 19 47 36 34 22 31 44 23 43 32 23 58 35 18 32 30 75 36 73 502 444
internal_value=0 0.000102176 0.000404371 0.00119596 0.00352052 0.000706607 0.000220477 -0.000885395 -0.00167102 0.00237316 0.00149657 0.00228191 0.00462371 0.00308044 -0.000398468 0.00270854 0.00338715 0.00152581 0.00541776 -0.00170702 -0.000999213 -0.000376209 0.000162345 -0.000659981 0.00399262 0.00158909 -0.00298725 -0.00263692 -2.17071e-05 0.000447122
internal_weight=0 8673.12 5408.49 1892.51 329.115 1563.39 1323.39 708.979 571.252 137.727 614.408 493.443 276.556 193.13 3264.63 145.616 240.003 146.992 140.571 120.965 886.883 675.27 617.711 508.533 109.178 237.893 211.614 270.64 3515.98 2019.41
internal_count=4780 4355 2636 854 141 713 610 341 288 53 269 199 115 81 1719 75 103 65 55 70 425 331 296 248 48 107 94 141 1782 946
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=0
split_feature=135 45 103 95 127 124 125 116 95 49 113 106 125 14 98 82 91 15 146 10 40 78 35 105 46 32 9 43 58 8
split_gain=0.376217 0.556028 0.515864 0.415819 0.469558 0.882165 0.505808 0.97183 0.459481 0.773609 0.592286 0.701291 0.630458 1.09095 0.787607 0.766681 0.703944 0.617848 0.543977 0.542463 0.601941 0.780231 0.708078 0.495344 0.419581 0.673882 0.410479 0.404552 0.597358 0.402302
threshold=0.035692447796463973 0.0058306583669036635 0.099559046328067793 0.014740333426743748 0.00066645268816500913 0.036783467978239066 0.0048403022810816774 0.0012357163941487672 0.0011261500185355546 0.0014881226234138014 0.0016846025246195497 0.024810968898236755 0.00042089859198313212 0.00017767510871635753 0.00080172589514404546 0.0034400182776153092 0.00087947337306104611 0.044033329933881767 0.00055427959887310873 0.10522961243987085 0.0056525857653468856 0.0019071503775194289 0.0081988852471113222 0.0036604277556762104 0.0010918468469753864 0.00055427959887310873 0.0013560238294303419 0.00039601318712811922 0.0070226341485977182 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 -5 10 19 12 18 13 14 -1 17 -17 -14 -12 20 21 -10 -22 -20 -6 -26 -8 -13 -29 -15
right_child=1 -3 -4 4 24 -7 26 -9 9 -11 11 27 15 29 -16 16 -18 -19 23 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00052667336140827697 -0.00061505468535317067 -0.0059017542348970371 -0.0056238496168462826 -0.0052384387079483039 -0.0024195711815845193 0.004891893292594365 -0.0072814666429136853 0.00013748349736327129 0.00011799770719671243 -0.0017115817300792056 -0.0055487908414411542 -0.0027496906656202806 -0.00081119967646564508 -0.002767390081438113 0.005018828073826094 0.0057748057860174118 2.4002016537540165e-05 0.0036318889345149348 -0.00041001841215544395 -0.0046865106058011034 -0.00057552010706727697 0.0019939055445049288 0.0020400041223976291 -0.002462782457827075 0.0055410678746067293 -0.00023756662768073639 -0.0011269995357237144 0.0043090378012586973 -0.0011517403432849834 0.00096270247237273214
leaf_weight=161.73717665672302 227.98697304725647 63.612798690795898 39.809636116027832 122.18021011352539 83.63192081451416 44.923205614089966 81.201470851898193 269.49311184883118 874.22379279136658 346.45332598686218 74.620006799697876 47.766751050949097 1506.3631925582886 135.18271231651306 245.96467924118042 96.381753444671631 118.80926513671875 82.530999898910522 808.54951882362366 45.290179252624512 1134.065288066864 1514.637157201767 335.26163053512573 461.68509840965271 76.476935386657715 148.25339674949646 40.65788745880127 138.41529178619385 78.472229480743408 155.36226034164429
leaf_count=74 111 42 28 64 41 22 53 121 364 219 47 24 847 80 88 39 63 32 422 25 592 665 170 274 25 70 19 48 36 75
internal_value=0 -0.00176835 5.56354e-05 8.01352e-05 -0.000962278 -0.00182702 -0.00241478 -0.0015395 0.000188196 0.000552767 -0.000188618 -0.000936862 0.000292655 0.00156836 0.00323677 -0.000201088 0.00259973 -0.000580415 -0.00139985 0.000753739 0.000817601 0.0013074 2.12735e-05 -0.00115613 0.000603804 0.00172893 -0.00522805 0.00141586 0.00233327 -0.000772809
internal_weight=0 291.6 9268.4 9228.59 866.818 558.456 513.533 391.673 8361.77 4249.93 4111.84 1609.51 2502.33 698.247 407.702 1804.09 215.191 1588.89 1344.85 3903.48 3858.19 2388.86 1469.33 1270.23 308.362 224.73 121.859 264.654 216.888 290.545
internal_count=4780 153 4627 4599 415 279 257 185 4184 2035 2149 851 1298 317 162 981 102 879 743 1816 1791 1029 762 696 136 95 72 108 84 155
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=0
split_feature=141 120 91 29 37 95 73 58 91 24 79 92 87 144 0 51 40 106 3 92 116 124 62 68 145 137 147 82 135 118
split_gain=0.349527 0.452989 0.546026 0.704639 0.654543 0.574229 0.59568 0.810608 0.872523 0.691944 0.642627 0.593097 0.881535 0.803204 0.584981 0.739638 0.846227 0.676682 0.493946 0.664954 0.792319 0.540457 0.681857 0.487362 0.505873 0.626856 0.515457 0.439689 0.462469 0.511283
threshold=0.016668972559273246 0.0014427106943912806 0.0042751494329422721 0.034632634371519096 0.00017767510871635753 0.014740333426743748 0.00073092587990686308 0.029773407615721229 0.0016331639490090313 0.0049928687512874612 0.0026012937305495147 0.037906534969806678 0.023343417793512348 0.00017767510871635753 0.007706565549597145 0.0079489401541650313 0.00047558375808876013 0.016668972559273246 0.00017767510871635753 0.0017376682371832433 0.0030382014811038975 0.013860232196748258 0.00064626874518580746 0.011169348377734424 0.0045489775948226461 0.00070876078098081063 0.00085274505545385193 0.00047558375808876013 0.02129978779703379 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -5 6 7 11 10 -10 -9 12 -1 -13 15 16 -7 -18 19 -8 -21 22 -20 27 26 -26 -25 -4 29 -29
right_child=-2 -3 3 4 -6 14 18 8 9 -11 -12 13 -14 -15 -16 -17 17 -19 21 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0017821517224317837 -0.00093188038341524807 0.0017490920915564237 0.0016497917516849134 -0.00068700461107694703 -0.0090859006422437504 -0.0065345770462109367 -0.0028332386422292282 -0.004901687853256083 -0.0021402420145412849 0.0057551998023655107 0.0023226021455795822 -0.0036766203336056243 -0.0045990212425365334 0.0021487809122255311 -0.0040224934069535518 0.0042632678565994999 -0.0014719998900300892 0.0039120813114906523 0.001082873413083652 0.0019747243479257977 -0.0026009285433931037 -0.00087865646609898017 -0.0009323954500664195 0.0063773707471425399 -0.0047213049984710055 0.0035913099953452871 0.00034848045748861966 -0.00040824159136981883 -0.0061776261114690955 -0.0032028032878328051
leaf_weight=1832.1938104629517 910.41181540489197 396.41991782188416 127.33990144729614 44.02883243560791 49.028097867965698 63.56667685508728 340.42132186889648 156.142329454422 52.032069206237793 59.461784601211548 38.341741561889648 131.23824596405029 55.769987821578979 107.75593519210815 146.55689406394958 71.890765428543091 253.73930788040161 75.789109945297241 1795.8513650894165 241.05765748023987 155.72923398017883 821.30135250091553 547.74746918678284 70.102019071578979 56.664361000061035 37.814342021942139 71.730339527130127 570.61013674736023 49.76204514503479 229.50098943710327
leaf_count=754 458 176 69 20 29 31 175 92 27 24 16 69 31 47 88 30 125 30 919 101 78 505 303 26 33 17 34 304 35 134
internal_value=0 9.8085e-05 1.87831e-05 -0.00091896 -0.00511206 0.000195163 0.000336405 0.00095043 -0.00145584 0.00207055 -0.00347745 0.00129659 0.00159365 -0.00105011 -0.00126798 -0.000399803 -0.0012526 -0.000233701 -4.64345e-05 -0.00121202 0.000178892 0.000225069 0.000611863 -0.00059742 0.00144021 -0.00139425 0.00332832 -0.00109016 -0.0015007 -0.00120982
internal_weight=0 8649.59 8253.17 1306.58 93.0569 6946.59 6335.04 2432.94 305.978 111.494 194.484 2126.96 1887.96 238.994 611.543 464.986 393.095 329.528 3902.11 737.208 396.787 3164.9 2343.6 1213.52 236.311 94.4787 141.832 977.213 849.873 800.111
internal_count=4780 4322 4146 701 49 3445 3141 1060 159 51 108 901 785 116 304 216 186 155 2081 354 179 1727 1222 652 110 50 60 542 473 438
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=0
split_feature=31 24 43 104 113 36 84 18 22 87 72 94 124 144 36 138 114 3 23 123 29 98 145 117 145 142 3 122 102 144
split_gain=0.341964 0.477894 0.724687 0.351829 0.526585 0.360349 0.559399 0.513274 0.543125 0.694535 0.807495 0.469825 0.737951 0.618974 0.442417 0.398049 0.385937 0.376009 0.344587 0.342216 0.55976 0.494737 0.326053 0.318511 0.310549 0.307869 0.373928 0.229406 0.187869 0.172343
threshold=0.079227816313505187 0.0022975050378590827 0.0011261500185355546 0.066585760563611998 0.0010585968848317864 0.0048403022810816774 0.013439828064292671 0.13848232477903369 0.0019672545604407792 0.0017376682371832433 0.0037758676335215573 0.028884131461381916 0.0045489775948226461 0.0062037324532866487 0.00068727668258361529 0.00017767510871635753 0.00068727668258361529 0.0011980500421486797 0.0049928687512874612 0.0026833302108570938 0.0036604277556762104 0.0037758676335215573 0.0062037324532866487 0.0012357163941487672 0.021960759535431865 0.0017376682371832433 0.00057154725072905432 0.00075379351619631063 0.0036604277556762104 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 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 18 5 -5 6 7 8 11 10 -10 13 -13 -1 -8 22 -17 -11 -2 25 -21 -22 29 -6 -25 27 -27 -18 -9 -7
right_child=1 -3 -4 4 23 15 14 28 9 17 -12 12 -14 -15 -16 16 19 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00048346778167462792 -0.00087805017023086067 -0.0049507228043361431 0.0035375623481566174 0.0023563909155203929 -0.0069577923467612811 -0.0062359424180519736 -0.0072341138349212011 -0.0051900184849134872 0.0050761058939082235 -0.0031432849564611755 -0.001598710905780719 0.00095018335295402653 0.0065095743100451785 -0.0009399966896057858 0.00018441501062848507 0.0034701992393928027 -0.0010654439479954464 6.1341064056132761e-05 -0.0078502820917282067 -0.0012317544115508737 0.0067919351605424021 -0.00020366142168730769 0.00065540229735048844 0.00051159603155303917 -0.0043502232146969541 0.0014684922903434325 -0.0039247309686782075 0.0035734604960401465 -0.00048875579397898901 -0.0019852413954743828
leaf_weight=6265.0305268764496 45.657152891159058 82.623243570327759 68.51982045173645 55.563440084457397 43.180581092834473 67.878116846084595 45.129753351211548 58.453107357025146 83.585798978805542 313.45376205444336 98.950568914413452 263.07207369804382 77.210882663726807 869.70980715751648 36.232143402099609 58.934385061264038 117.80058789253235 129.28907370567322 28.962853908538818 157.97719764709473 54.141667366027832 47.399777412414551 38.181315660476685 63.360129117965698 68.198968648910522 39.236114740371704 177.67546796798706 34.443397045135498 33.388597965240479 36.759542942047119
leaf_count=2967 28 54 29 24 29 45 29 37 30 167 60 111 31 513 20 25 76 69 19 107 23 21 20 24 37 18 114 16 18 19
internal_value=0 -0.00192285 -0.000175092 4.6507e-05 -0.00188351 9.53309e-05 0.000194991 0.000235964 0.000278106 -0.00113749 0.00145778 0.00039652 0.00221162 0.00030995 -0.00393049 -0.000897582 -0.000398686 -0.00220748 -0.00358424 -0.000761371 0.000629951 0.00352637 -0.00329954 -0.00323171 -0.00200872 -0.00173948 -0.00294918 -1.59468e-05 -0.0034809 -0.00474266
internal_weight=0 225.763 143.14 9334.24 230.303 9103.93 8273.51 8192.14 8100.3 625.279 182.536 7475.02 340.283 7134.74 81.3619 830.428 687.609 442.743 74.62 628.674 259.519 101.541 142.819 174.74 131.559 369.156 216.912 152.244 91.8417 104.638
internal_count=4780 130 76 4650 114 4536 4052 4003 3948 326 90 3622 142 3480 49 484 400 236 47 375 151 44 84 90 61 224 132 92 55 64
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=0
split_feature=103 51 1 92 45 19 70 44 82 114 5 71 99 124 58 31 141 105 114 78 71 14 58 8 105 141 118 32 84 23
split_gain=0.318517 0.482035 0.682908 1.0049 0.760014 0.576391 0.671158 0.568832 0.511106 0.699305 0.46934 0.555961 0.479419 0.60514 0.774523 0.585308 0.486276 0.45202 0.442616 0.435827 1.05619 0.712433 0.951555 0.810458 0.793218 0.842472 0.793817 0.685694 0.681845 0.622459
threshold=0.00050559637020342063 0.0022975050378590827 0.0037758676335215573 0.00017767510871635753 0.011880517937242987 0.011880517937242987 0.0012357163941487672 0.032603342086076743 0.00096484774257987748 0.0014881226234138014 0.0011261500185355546 0.15819545835256579 0.00060774214216507982 0.0015349716995842757 0.0035485138650983576 0.0010918468469753864 0.0066005610860884198 0.0019672545604407792 0.000490355829242617 0.0019071503775194289 0.045367386192083366 0.00017767510871635753 0.0027679565828293566 0.000490355829242617 0.0022272822679951791 0.00046126570669002836 0.00085274505545385193 0.0058306583669036635 0.0011261500185355546 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 7 8 6 -4 -2 -5 -10 11 -3 -12 14 -14 17 -15 -16 -6 21 -21 22 24 -23 25 -1 29 28 -22 -27
right_child=1 10 5 4 18 -7 -8 -9 9 -11 12 -13 13 16 15 -17 -18 -19 -20 20 27 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.050336087007369e-05 0.00063085943408154122 -0.0027140177024796547 0.001142820707105601 -0.00067503102287572387 0.0046560632705313796 -0.0016787710919384784 0.0073601955763321573 0.006135672902020598 -0.0071238036640001298 -0.0011231369083063872 -0.0036905020586067584 0.0033797556837206013 0.0075404579368762124 -0.0044409368345644674 0.0015316386319774869 0.0034467704674751628 0.0017781281079128229 -0.0056164092702839412 -0.0018889222600306892 9.4121165098296459e-05 0.002383951226644671 -0.00456843651255178 -0.0011761050036857442 -0.00076859908563657532 -0.0024109403900867098 0.0098962888061968953 -0.0016899228718900731 0.0073284990314585567 -0.001391705759804786 0.0038862420493296344
leaf_weight=208.08215498924255 236.15063571929932 526.99439978599548 93.377782106399536 120.23103785514832 56.251265525817871 59.14093279838562 81.109227180480957 58.567411422729492 124.54247784614563 79.573150396347046 77.096578598022461 40.290913820266724 52.352921009063721 81.568444490432739 41.712686538696289 91.061636209487915 51.137696027755737 47.078925609588623 47.766751050949097 4462.8343100547791 615.37091541290283 163.77859258651733 510.22991752624512 979.98643493652344 99.431846618652344 52.352921009063721 53.086868286132812 57.145638704299927 148.41382265090942 243.28155970573425
leaf_count=97 114 298 41 64 19 32 31 22 78 45 46 16 19 56 17 38 25 29 24 2352 245 96 230 485 48 19 25 21 66 82
internal_value=0 -0.000567219 0.000236929 -0.000522398 -0.00206848 0.00258706 0.00403293 0.0017248 -0.00326116 -0.00478448 -0.00132947 -0.00228121 -0.00010798 0.000648914 0.00218818 0.000630196 -0.00204445 -0.00225839 0.0016505 0.000146847 0.000397312 -0.000425997 0.000443458 -0.00131271 0.00170269 0.00243728 0.00393964 0.00204555 0.00165029 0.00495054
internal_weight=0 1966 956.711 723.083 428.365 233.628 174.487 294.718 324.347 204.116 1009.29 567.285 442.009 364.912 232.206 179.853 132.706 88.7916 104.018 7593.99 5283.76 2310.23 1166.47 1143.77 656.235 556.804 348.721 820.93 763.785 295.634
internal_count=4780 1014 470 366 230 104 72 136 187 123 544 314 230 184 103 84 81 46 43 3766 2684 1082 501 581 271 223 126 332 311 101
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=0
split_feature=118 99 36 31 150 23 106 84 135 33 59 63 39 58 101 22 63 15 91 19 25 93 81 25 95 147 103 43 44 143
split_gain=0.336392 0.332999 0.753935 0.651505 0.350528 0.448282 0.462594 0.499834 0.467532 0.574863 0.474414 0.469125 0.504394 0.403846 0.394633 0.663461 0.488041 0.425623 0.45202 0.705325 0.636709 0.609389 0.529548 0.336593 0.710856 1.02134 0.478069 0.799961 0.588304 0.326057
threshold=0.099488973617553725 0.11759182065725328 0.00017767510871635753 0.00044738779251929378 0.010500331409275534 0.094028618186712279 0.024810968898236755 0.0005893622583243997 0.00064626874518580746 0.011519505176693203 0.0034400182776153092 0.00052132029668428015 0.00747153488919139 0.0031340263085439806 0.14610802382230761 0.00043393640953581786 0.00073092587990686308 0.044033329933881767 0.0016331639490090313 0.00060774214216507982 0.00077738583786413084 0.0033348383149132137 0.0015833032084628942 0.00052132029668428015 0.072653736919164671 0.00085274505545385193 0.00096484774257987748 0.016668972559273246 0.0060143163427710542 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 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 14 6 8 -8 11 13 -11 -6 -13 -10 17 16 -16 23 19 20 -19 -20 -21 24 25 -1 27 -25 -28 -2
right_child=29 2 3 -5 5 -7 7 -9 9 10 -12 12 -14 -15 15 -17 -18 18 21 22 -22 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.00048919311719256833 -0.0040725030221389503 0.0056622683776146737 -0.0031062834567744295 0.0039753737921235342 -0.0035425632847277152 -0.0054083472818082052 0.0044996171331896095 -0.00048701855543618086 -0.00075539351058873626 -0.0033459268212610522 0.0013045881865480552 0.0027629489275708082 -0.0029979444479096636 -0.0053271482768521899 -9.7300508815401765e-05 -0.0022438002251544491 0.0059558165594446226 0.0034794864589369639 0.0053116250966553985 -0.004820017050501401 -0.002491802290723513 -0.0010392091969874692 0.0001557238852613657 0.00018432322677669504 -0.0070698184563418032 -0.0018467639800776191 -0.0028894233355186462 0.0039875865164855076 0.00038902029728626945 0.00080174108075643151
leaf_weight=1118.4237871170044 97.001396656036377 84.640598058700562 83.264947175979614 53.247294187545776 59.507906436920166 52.032069206237793 81.109227180480957 132.08649730682373 68.726368188858032 88.103786706924438 145.24942541122437 168.84604024887085 49.028097867965698 162.56336760520935 49.348949670791626 59.461784601211548 102.38969612121582 213.31002855300903 124.93151187896729 79.894002199172974 56.457813262939453 54.141667366027832 161.6910548210144 4625.0988862514496 41.919234275817871 804.53687024116516 275.68554186820984 142.52018404006958 271.69495368003845 53.086868286132812
leaf_count=496 60 28 38 21 35 27 31 60 36 51 72 79 29 102 21 24 35 76 44 37 26 23 63 2425 24 437 161 55 139 25
internal_value=0 3.7458e-05 0.00195472 -0.000344047 -8.68611e-06 -0.000888823 -0.000642639 0.00141012 -0.00123243 -0.00220215 -0.000451239 0.000391947 0.00146658 -0.00396868 9.96705e-05 0.00223291 0.0039872 4.3143e-05 0.00122959 0.000472504 0.0022298 0.00339149 -0.00148979 -6.93801e-05 -0.00062855 -0.000488135 0.000137337 0.000298016 -0.00126215 -0.00234846
internal_weight=0 9409.91 221.153 136.512 9188.76 1007.25 955.221 213.196 742.025 464.643 233.353 277.382 217.874 231.29 8181.51 211.2 151.739 7970.31 690.426 511.353 269.768 179.073 241.585 7279.88 1964.88 1922.96 5315 4767.62 547.38 150.088
internal_count=4780 4695 87 59 4608 522 495 91 404 261 123 143 108 138 4086 80 56 4006 269 202 102 67 100 3737 957 933 2780 2480 300 85
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=0
split_feature=141 18 77 109 15 99 29 138 127 125 52 40 61 46 116 105 29 143 137 36 51 29 78 50 110 116 118 80 59 20
split_gain=0.325971 0.420319 0.57656 0.533576 0.529689 0.496026 0.487237 0.459796 0.453771 1.11127 0.713106 0.700469 0.6113 0.616162 0.584347 0.538827 0.535097 0.647026 0.528776 0.517477 0.753987 0.917701 0.589898 0.483649 0.518031 0.431907 0.486344 0.427692 0.527572 0.392288
threshold=0.016668972559273246 0.0054799309000372895 0.004017772153019906 0.0066005610860884198 0.00017767510871635753 0.013439828064292671 0.00082683752407319855 0.00052132029668428015 0.0042751494329422721 0.0011980500421486797 0.0015349716995842757 0.018276390619575981 0.00017767510871635753 0.21471316367387774 0.0026833302108570938 0.0017376682371832433 0.074787221848964705 0.014740333426743748 0.0031340263085439806 0.00047558375808876013 0.0015833032084628942 0.018276390619575981 0.0015833032084628942 0.015200819820165636 0.00096484774257987748 0.0044099434744566688 0.00075379351619631063 0.0084566329605877417 0.0014427106943912806 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 6 25 -1 -8 12 15 -11 18 19 16 -15 27 17 -14 -12 20 21 -6 -22 -21 -25 26 -3 28 -10 -18
right_child=-2 2 3 -5 8 -7 7 -9 9 10 11 -13 13 14 -16 -17 29 -19 -20 23 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.5271994209903912e-05 -0.00089993159530722352 -0.0011688767305567773 -0.00069054290137426314 0.0034276723928989106 0.0043017772505136217 -0.0046871560266758027 -0.0060932883461829786 -0.00064516531586632632 0.00058334023242981466 -0.0024435849922094725 0.0054561712784451837 -0.0018909309525403678 0.00019938605970460817 -0.0080067849993632045 -0.00078542316000508247 -0.0044846727731723979 0.0038279985642846528 -0.0012176251184827301 -5.5224400247556573e-05 -0.0024544975585359414 -0.0030587253812095804 -0.0012555666050930621 0.0017598027668447374 0.0041124352421211515 -0.0024354345108536625 -0.0025657333507707017 0.0039664931761227073 0.0025401311251085777 -0.0050672673810533454 -0.00023946793702151012
leaf_weight=182.83515930175781 910.41181540489197 137.2923104763031 238.55902528762817 117.34137058258057 374.88677930831909 124.54247784614563 89.89253306388855 68.038542747497559 134.24221730232239 50.81684422492981 292.14923167228699 46.711951971054077 4163.1370568275452 46.184552431106567 71.202939987182617 70.515114545822144 156.32481575012207 998.88257575035095 51.137696027755737 151.18918585777283 104.5915379524231 92.643834829330444 161.73717665672302 82.164026260375977 47.766751050949097 238.92599892616272 69.414193630218506 131.30642819404602 59.66833233833313 95.487380266189575
leaf_count=119 458 76 139 51 154 78 55 41 67 33 115 26 2085 27 35 40 51 512 25 94 53 35 74 29 24 142 31 43 31 37
internal_value=0 9.47222e-05 -0.000911853 0.000667244 0.000215414 -0.00189752 -0.00171191 -0.00374617 0.000304374 0.00140092 0.00312758 0.00385351 0.000164244 -4.27324e-05 -0.00362657 -0.000522445 3.49756e-05 -7.48143e-05 0.00463517 0.00129218 0.00199094 0.00320056 -0.00013251 -0.000531915 0.00170523 -0.00111789 0.000555634 0.000336665 -0.00115541 0.00228561
internal_weight=0 8649.59 926.075 355.9 7723.51 570.175 340.766 157.931 7382.75 836.548 440.816 389.999 6546.2 5531.22 117.387 395.732 5413.83 5162.02 343.287 1014.98 733.859 467.531 266.329 281.12 129.931 445.633 206.707 325.217 193.911 251.812
internal_count=4780 4322 517 190 3805 327 215 96 3590 380 199 166 3210 2747 62 181 2685 2597 140 463 316 189 127 147 53 249 107 141 98 88
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=0
split_feature=135 148 60 122 87 92 99 124 63 143 118 78 93 95 87 131 104 91 76 63 37 114 68 42 108 37 0 1 78 15
split_gain=0.306669 0.547406 0.403664 0.537599 0.828564 0.917919 0.849153 0.719008 0.802582 0.542148 0.535356 0.621732 0.628501 0.70966 0.739206 0.625299 0.709402 0.519146 0.633273 0.515688 0.494724 0.625655 0.431722 0.71475 0.655637 0.581098 0.743603 0.662734 0.561744 0.551305
threshold=0.035692447796463973 0.0020292587578296666 0.0054799309000372895 0.0012357163941487672 0.0022975050378590827 0.055838862434029586 0.0013146653072908523 0.0018488886416889729 0.0053125319536775359 0.011519505176693203 0.010829726699739696 0.0049928687512874612 0.0058306583669036635 0.0019071503775194289 0.00038414125447161501 0.0027679565828293566 0.0049928687512874612 0.00057154725072905432 0.0011615398107096555 0.00244467705488205 0.0020932231564074759 0.0016846025246195497 0.00064626874518580746 0.00017767510871635753 0.044033329933881767 0.00017767510871635753 0.00068727668258361529 0.00062670491752214741 0.12087306752800943 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 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 5 7 -6 8 9 -4 22 12 13 14 -12 16 -13 -9 -19 -18 -5 -22 24 -24 28 -25 27 -27 29 -1
right_child=1 -3 3 20 6 -7 -8 17 -10 -11 11 15 -14 -15 -16 -17 19 18 -20 -21 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.001181442734128333 0.00094582368406572229 -0.0034425148165086426 0.0024093130909705529 0.00070833546308126923 -0.00089987029679130127 -0.0046697878120316484 0.0053657682416713313 -0.0041596533082354122 -0.0029234614849586787 0.0071151826454562243 -0.0034629119342480851 -0.00059955435149445623 -0.0077861747925743394 -0.0053606446225171692 0.0042553236794824608 -0.0042043099661503618 0.0077349871937297081 -0.00027715674919477 0.0067012170396891883 0.00034465015761789221 -0.0068784078795425269 -0.00042322303113526523 -0.0028992099683514193 0.00050820654115238384 0.0061450103504821245 -0.0056075300419319331 -0.00022180086772257231 -0.00090866840737758605 0.0053628790488669011 0.0014393391603384053
leaf_weight=341.08708691596985 122.66148781776428 168.93828392028809 235.53099250793457 213.24184632301331 73.519085884094238 76.202205419540405 204.45854043960571 73.72563362121582 54.71518874168396 82.691425800323486 60.929679155349731 351.63507771492004 59.714454174041748 90.213384866714478 63.199703216552734 86.728135824203491 50.403748750686646 304.762699842453 36.392569303512573 44.395806074142456 62.351451873779297 94.31827712059021 221.29120492935181 2829.7247967720032 58.934385061264038 125.75770282745361 2638.798159122467 186.0677387714386 60.19573187828064 487.41337180137634
leaf_count=207 52 101 93 102 38 44 78 45 33 28 36 187 42 47 28 61 19 165 16 23 37 54 120 1324 25 72 1346 87 30 240
internal_value=0 -0.00159656 5.02305e-05 0.000797621 0.00133422 0.000570312 0.00370864 0.00107716 0.00267035 0.00363215 -9.54523e-05 -0.00131425 -0.00324972 -0.00198589 0.00046678 -0.000319383 0.000435336 -0.000354959 0.000467258 0.004274 -0.000858988 -0.00299226 4.61223e-05 -0.000110476 0.00103791 -3.7138e-06 -0.000494659 -0.0028037 0.000699227 0.000360384
internal_weight=0 291.6 9268.4 1511.91 1142 864.021 277.978 787.819 372.938 318.222 7756.49 807.22 274.057 214.343 124.129 533.163 446.435 414.881 341.155 94.7996 369.912 156.67 6949.27 6001.64 947.631 5780.35 2950.62 311.825 888.696 828.5
internal_count=4780 153 4627 733 540 424 116 380 154 121 3894 443 153 111 64 290 229 226 181 42 193 91 3451 2949 502 2829 1505 159 477 447
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=0
split_feature=22 60 141 20 67 118 132 110 14 91 144 141 95 11 103 35 116 101 70 78 71 96 70 104 74 99 109 61 36 118
split_gain=0.30622 0.606427 0.477768 0.611595 0.621452 0.711007 0.53963 0.496702 0.52415 0.824061 0.449271 0.769158 0.469891 0.507556 0.448468 0.447215 0.527659 0.56691 0.617125 0.611268 0.593567 0.500011 0.666519 0.788653 0.494248 0.494133 0.440206 0.437063 0.604633 0.671555
threshold=0.0014427106943912806 0.0019672545604407792 0.0038949446752667431 0.0058306583669036635 0.00096484774257987748 0.0038949446752667431 0.0011615398107096555 0.0019071503775194289 0.0019672545604407792 0.0011261500185355546 0.0072436286136507997 0.016668972559273246 0.00047558375808876013 0.013860232196748258 0.026392062194645408 0.00057154725072905432 0.015200819820165636 0.0014881226234138014 0.0013986918493174019 0.0015833032084628942 0.0013560238294303419 0.00066645268816500913 0.00082683752407319855 0.0049928687512874612 0.00037263428384903824 0.00050559637020342063 0.0066005610860884198 0.0014881226234138014 0.0020932231564074759 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 15 4 5 -4 -5 8 -6 -10 11 14 -13 -14 27 21 17 24 20 -20 -19 -3 23 -23 25 -17 -24 28 29 -1
right_child=-2 2 3 6 7 -7 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 18 19 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014102981117966207 -0.0007747153477881579 0.004371187875816091 0.0022120312621691663 -0.004646750822113169 -0.0037512539680599321 0.0067952302192866368 0.0030721064884584016 -0.0040450699509282668 -0.0015298893172673591 0.0056763124285996412 -0.001391639921474978 -0.0036549941402396293 -0.0014123205730469366 0.0041796882170142477 -0.0041097780259189516 0.00019116481303580482 0.0028064250595340968 0.0036423468615563435 -0.0036706361730760606 0.0020651375399077646 -0.0024280101727956263 -0.0058448383080778364 -0.00018801055654403155 0.0020393648563790706 -1.4406267165391803e-05 -0.0056457000500526235 0.0053644831062805189 -0.00017358114322117845 -0.0015448997055555894 -0.0022382257829408701
leaf_weight=1620.5361638069153 1125.3742258548737 121.03316736221313 441.13657569885254 66.089370489120483 41.391834735870361 104.70584201812744 34.443397045135498 56.136961460113525 69.987715005874634 91.589035749435425 668.89694166183472 208.54137229919434 295.65854215621948 47.032803773880005 59.874880075454712 49.715923309326172 126.39940643310547 47.239351511001587 52.926442384719849 379.61131477355957 272.95630049705505 67.304595470428467 65.515849113464355 59.989184141159058 127.54644918441772 133.96748733520508 78.42610764503479 2668.3325333595276 240.87517118453979 136.76491093635559
leaf_count=734 590 44 191 41 25 38 16 34 41 37 417 122 149 18 38 24 56 25 29 182 144 35 31 23 76 86 25 1290 142 77
internal_value=0 0.000103365 0.000758789 0.00167479 0.00213402 0.0030912 -0.0020022 0.000117579 0.00126888 0.00255491 -0.000170875 -1.6152e-05 -0.00178364 -0.000644843 0.000189988 0.000234714 -0.000247778 -0.000610619 0.000131517 0.00136329 -0.00153243 0.00169887 0.000506398 -0.00212928 -0.00240553 -0.00406589 0.00283724 0.000245157 0.000804334 0.00112635
internal_weight=0 8434.63 2488.11 905.481 804.948 545.842 100.533 259.106 202.969 161.577 5946.51 5277.62 551.233 342.691 4726.38 1582.63 1190.36 1063.96 752.733 432.538 320.196 392.269 271.236 127.294 311.23 183.683 143.942 4666.51 1998.18 1757.3
internal_count=4780 4190 1203 423 366 229 57 137 103 78 2987 2570 289 167 2281 780 622 566 380 211 169 158 114 58 186 110 56 2243 953 811
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=0
split_feature=143 133 148 96 143 108 44 50 50 68 28 73 97 149 101 119 108 65 123 51 83 82 143 71 59 61 103 50 119 44
split_gain=0.327217 0.517065 0.625223 0.608844 0.762016 0.68795 0.616622 0.503836 0.570227 0.493708 0.423102 0.407295 0.39021 0.354186 0.33759 0.478586 0.617425 0.747793 0.53573 0.692677 0.621539 0.517956 0.516779 0.513864 0.821189 0.94762 0.79818 0.691835 0.708188 0.619674
threshold=0.01884530205279589 0.00080172589514404546 0.00244467705488205 0.0012357163941487672 0.035692447796463973 0.0026833302108570938 0.001792412775103003 0.010500331409275534 0.021960759535431865 0.0023699469165876512 0.00017767510871635753 0.010829726699739696 0.00073092587990686308 0.00060774214216507982 0.0016846025246195497 0.0022975050378590827 0.0098710241727530974 0.0063990866765379914 0.00043393640953581786 0.0058306583669036635 0.045367386192083366 0.04273676127195359 0.0038949446752667431 0.02129978779703379 0.00064626874518580746 0.00087947337306104611 0.00017767510871635753 0.010500331409275534 0.0005893622583243997 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 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 -2 4 10 11 13 -8 -9 -6 -3 -5 -12 -7 -1 16 21 18 19 20 -18 23 -23 27 25 -25 -26 29 -29 -16
right_child=1 3 -4 5 9 6 7 8 -10 -11 12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.00013954560955023191 -0.00095631367591862042 0.0025773612654215175 -0.0074628222730491597 -0.003646864808178862 0.0010072574022742229 0.0061394400519933796 -0.0020052792561284253 0.0037305570152201062 -0.0020108920249930968 0.0076748072686786441 -0.0055743221872583282 0.0016523760198021169 0.0014976203801557403 0.00065291914055005962 0.0001488067297342533 0.0039933556080648377 -0.0039392969311289163 -0.0055943458303327406 0.0015594010100157618 0.0017356217050981855 0.00152405833557262 -0.0060877717603638852 0.002001961159168546 0.0013689926657019609 0.0035146048692259071 -0.0086963267059837618 0.00053495544493953546 -0.0027809349393461218 0.0041591434911544354 0.0029572286700575261
leaf_weight=5012.4146463871002 97.276126623153687 59.461784601211548 59.507906436920166 262.15564012527466 48.294150590896606 55.723865985870361 309.0280179977417 103.65104293823242 74.206911325454712 65.309301376342773 52.399042844772339 42.079660177230835 31.072452068328857 62.305330038070679 713.95651173591614 96.014779806137085 230.34924077987671 74.78043270111084 241.26420521736145 124.61066007614136 67.258473634719849 52.605590581893921 31.599851608276367 59.828758239746094 527.47367644309998 38.387863397598267 391.62720012664795 261.62824058532715 42.767485618591309 270.96100640296936
leaf_count=2585 41 24 35 146 23 20 168 40 33 24 30 20 15 26 387 36 125 43 108 52 24 37 14 27 201 27 174 147 15 133
internal_value=0 -0.00073007 -0.00342588 -0.000367486 0.00178369 -0.000974486 9.2615e-07 -0.000785057 0.00133508 0.00484035 -0.000645755 -0.00291391 -0.00294178 0.00324321 0.000117207 0.000516248 0.000409554 -0.000854372 -0.000320134 -0.00139414 -0.00270459 0.00079984 -0.00305193 0.000940452 0.0017806 -0.00256503 0.00224498 0.000277543 -0.00180586 0.000921433
internal_weight=0 1322.47 156.784 1165.69 256.537 909.15 604.915 486.886 177.858 113.603 142.933 304.235 83.4715 118.029 8237.53 3225.11 3129.1 738.263 663.483 422.218 297.608 2390.84 84.2054 2306.63 1017.32 98.2166 919.101 1289.31 304.396 984.918
internal_count=4780 645 76 569 116 453 287 241 73 47 69 166 45 46 4135 1550 1514 352 309 201 149 1162 51 1111 429 54 375 682 162 520
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=0
split_feature=104 21 145 95 54 28 87 74 113 11 86 23 31 21 99 29 112 84 100 96 70 140 135 99 77 60 14 118 21 97
split_gain=0.297502 0.436537 0.377881 0.332751 0.325929 0.704737 1.01274 1.1475 0.71968 0.680947 0.551471 0.545884 0.384691 0.423659 1.04603 0.463089 0.448336 0.859554 0.871387 0.82208 0.500944 0.4644 0.445387 0.397968 0.734322 0.471956 0.381555 0.299407 0.272537 0.255433
threshold=0.066585760563611998 0.024810968898236755 0.021960759535431865 0.00017767510871635753 0.035692447796463973 0.0015833032084628942 0.0048403022810816774 0.00093549740267917525 0.0051502294372767219 0.00017767510871635753 0.0005375427135732026 0.013860232196748258 0.079227816313505187 0.015675474889576439 0.0046923852059990176 0.018276390619575981 0.010829726699739696 0.00017767510871635753 0.0028552538715302949 0.00017767510871635753 0.0013986918493174019 0.13119348138570788 0.0012357163941487672 0.057509137317538268 0.00057154725072905432 0.00073092587990686308 0.0026012937305495147 0.00037263428384903824 0.0020292587578296666 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 12 6 7 8 9 -6 -10 -11 13 16 15 -15 21 19 -19 -18 -21 23 -20 25 -25 -1 27 29 -23 -14
right_child=1 2 -4 -5 5 -7 -8 -9 10 11 -12 -13 26 14 -16 -17 17 18 22 20 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00055818763091443758 0.0029501257989063591 -0.0011585117499218766 -0.0075019431508173036 -0.0020150049707615639 0.0076990086851496083 -0.0041398093492995844 -0.004442443684369214 -0.0038635109727979131 -0.002920670034853631 -0.00082133951332610399 0.0043524578726912505 0.0043379774387719032 0.0009186771504087689 -0.0016687797593142807 0.007556531316292441 0.0032778614448027419 0.00018922324029847399 0.0039943880595618491 -0.00013541956885995647 -0.0093988771729702752 -0.0027474312831209432 0.00090360875450650542 -0.0067737081018285922 0.0053070294980388094 0.00036943071438292783 0.00025978908551876179 0.0015578505920789908 -0.0058398622544548777 0.0042032036357931507 -0.0045108435086688809
leaf_weight=3386.809033870697 56.985212802886963 45.978004693984985 47.973298788070679 82.737547636032104 103.81146883964539 58.086133718490601 61.617504596710205 65.722396850585938 72.097313165664673 71.202939987182617 40.818313360214233 183.13194966316223 49.715923309326172 124.49635601043701 63.887528657913208 76.316509485244751 68.51982045173645 96.381753444671631 70.308566808700562 69.82728910446167 47.606325149536133 180.44883012771606 39.442662477493286 94.753432989120483 366.76923847198486 3679.0264477729797 52.032069206237793 69.29988956451416 95.808232069015503 38.387863397598267
leaf_count=1783 25 20 31 39 36 34 31 38 37 35 15 63 24 67 23 29 29 39 33 45 28 57 25 31 162 1872 27 46 29 27
internal_value=0 -0.00176212 -0.00439759 9.9982e-06 4.41505e-05 0.00111831 0.00162871 0.00232562 0.00318912 0.00428648 -0.000291478 0.00289359 -3.71857e-05 1.52165e-05 0.001984 0.000211132 -4.83702e-05 -0.00169819 0.00052535 -0.00416302 -0.00670245 3.45235e-05 -0.0025211 -3.93696e-05 0.00138315 -0.000132285 -0.00215404 -0.00338106 0.00204794 -0.00144703
internal_weight=0 233.674 93.9513 139.723 9326.33 656.488 598.402 536.784 471.062 358.146 112.916 254.335 8669.84 8460.4 264.7 200.813 8195.7 392.086 206.133 185.953 117.434 7803.62 109.751 7527.36 461.523 7065.84 209.436 157.404 276.257 88.1038
internal_count=4780 115 51 64 4665 289 255 224 186 134 52 98 4376 4252 119 96 4133 199 97 102 73 3934 58 3848 193 3655 124 97 86 51
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=0
split_feature=143 82 87 54 77 63 92 54 39 79 53 138 38 59 103 112 144 54 117 40 103 27 77 150 50 95 121 92 11 20
split_gain=0.293449 0.489536 0.544944 0.350363 0.607844 0.444621 0.538809 0.803924 0.573761 0.520383 0.470075 0.489984 0.36687 0.35939 0.309061 0.47704 0.519522 0.46191 0.601384 0.624403 0.551401 0.527489 0.445924 0.403036 0.392199 0.525995 0.670116 0.636406 0.965426 0.589241
threshold=0.01884530205279589 0.0087224207818508166 0.023343417793512348 0.014293605927377941 0.00082683752407319855 0.0060143163427710542 0.00055427959887310873 0.0005893622583243997 0.0087224207818508166 0.0016846025246195497 0.0048403022810816774 0.00044738779251929378 0.0017376682371832433 0.031632266007363803 0.0013986918493174019 0.034632634371519096 0.0014881226234138014 0.035692447796463973 0.022641776129603389 0.0017376682371832433 0.0026012937305495147 0.0041444667149335155 0.00057154725072905432 0.028020657598972324 0.00087947337306104611 0.00899649551138282 0.0063990866765379914 0.0014427106943912806 0.027182282879948619 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 5 -5 6 10 9 -9 -8 11 -2 -7 -12 23 16 17 18 20 -20 -16 -22 -21 24 -1 27 -27 28 -26 -28
right_child=1 -3 -4 4 -6 12 7 8 -10 -11 13 -13 -14 -15 15 -17 -18 -19 19 22 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.00045797898051056168 0.0046151461978213848 -0.0055401747020517355 -0.0059527891295005839 0.0010334559408141186 -0.0067889519220310675 -0.0030687395960731904 -0.0062409465208073346 0.0028398340047072115 -0.0013991383329457886 0.00084457815715781564 -0.0049482175688672133 -0.0026636774230927697 0.0018780630698859544 -0.00045437458409044204 -0.0040314373528242201 -0.0059303599074081092 -0.0025381298524073622 0.0050360184217094709 0.00571530100293081 -0.0032441845511166933 -0.0010203134607538224 0.0045087512129483543 0.0027308969090025078 -0.0027049607079427771 0.0011359421276988964 -0.0012633939654608142 -0.00025852788000282803 0.00018424782336649316 0.0070118988763900637 0.006422677553894942
leaf_weight=1475.9785659313202 53.247294187545776 50.082896947860718 44.235380172729492 46.505404233932495 53.293416023254395 179.09724068641663 52.926442384719849 426.34532713890076 98.21662163734436 50.770722389221191 98.010073900222778 40.864435195922852 47.399777412414551 81.476200819015503 123.28113102912903 42.286207914352417 231.65670943260193 46.138430595397949 75.055162668228149 58.406985521316528 248.62573838233948 52.192495107650757 67.098047733306885 115.80529379844666 1896.9095311164856 739.52435922622681 78.105255842208862 2856.7404794692993 72.578590869903564 57.145638704299927
leaf_count=827 21 27 27 19 32 115 29 171 54 22 47 26 21 34 73 27 141 16 24 26 131 23 28 65 890 357 33 1428 25 21
internal_value=0 -0.000691373 -0.000500518 -0.000304139 -0.00314378 -5.29838e-05 0.000444415 0.00125092 0.00204615 -0.00277183 -0.00140755 0.00145459 -0.00203351 -0.00290828 0.000110995 -0.000739916 -0.000496708 0.000208287 -0.000148298 0.00210768 -0.00121517 -6.1011e-05 -4.97605e-05 0.000221225 0.000268441 0.00045651 -0.000671572 0.00066098 0.00135248 0.00256439
internal_weight=0 1322.47 1272.39 1228.15 99.7988 1128.35 901.857 628.259 524.562 103.697 273.598 94.1117 226.497 179.486 8237.53 944.741 902.455 670.798 624.66 200.56 424.099 300.818 125.505 7292.79 7176.98 5701 874.775 4826.23 1969.49 135.251
internal_count=4780 645 618 591 51 540 404 276 225 51 128 47 136 81 4135 489 462 321 305 78 227 154 54 3646 3581 2754 411 2343 915 54
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=0
split_feature=37 78 69 127 40 37 113 94 60 22 56 71 109 122 58 116 119 31 54 68 40 27 94 18 138 53 106 101 84 112
split_gain=0.272295 0.527217 0.623297 0.796564 0.546506 0.533754 0.477538 0.680446 0.455172 0.681432 0.689667 0.624855 0.586588 0.970173 0.59554 0.51652 0.48547 0.705309 0.473478 0.409493 0.589364 0.480887 0.406031 0.403146 0.438916 0.498916 0.416854 0.579429 0.498957 0.477513
threshold=0.00017767510871635753 0.00068727668258361529 0.00039601318712811922 0.001792412775103003 0.00099512818269431613 0.0032328735105693345 0.0020932231564074759 0.00080172589514404546 0.018276390619575981 0.0010918468469753864 0.0010585968848317864 0.15819545835256579 0.0066005610860884198 0.00037263428384903824 0.00046126570669002836 0.0038949446752667431 0.00087947337306104611 0.0038949446752667431 0.0017376682371832433 0.000490355829242617 0.039062514901161201 0.037906534969806678 0.015200819820165636 0.010829726699739696 0.035692447796463973 0.0056525857653468856 0.079227816313505187 0.0016846025246195497 0.0005375427135732026 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 5 -5 6 -4 -8 11 10 12 16 13 14 -10 18 19 -18 -13 22 21 -21 -3 24 26 -26 27 -1 -28 -29
right_child=1 8 3 4 -6 -7 7 -9 9 -11 -12 15 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 28 29 -30 -31
leaf_value=-0.00013973196209451726 -0.0030963257463947598 9.5234970482969787e-05 0.0065788475799188799 0.00025264707670517601 -0.0071901991451037905 -0.0030871134005478512 -0.0030282914814895286 0.0038823930774135895 0.0088364536696834504 -0.0022582109816532141 -0.0021159116648325036 -0.0024818317631222098 0.0060211965941226759 -0.003212570040083735 0.0019446231731851541 0.0069275674057324562 0.0024450221822646481 -0.0022143738102956209 0.0039296110166458231 -0.00064795078968796097 -0.0035989182311607845 0.0047597847985938121 0.0042636692935876545 -0.0021128929977065045 0.00061815902324286365 0.0087036264092378197 -0.00068702994651102486 0.001492825004666111 0.0051358126818139968 -0.0032073854636229431
leaf_weight=2963.96901512146 331.36328601837158 221.33732676506042 54.302093267440796 44.55623197555542 55.24258828163147 52.559468746185303 59.66833233833313 88.378516674041748 43.661858797073364 105.32548522949219 74.620006799697876 54.508641004562378 119.24442100524902 69.781167268753052 111.12688016891479 51.458547830581665 312.42102336883545 109.75122928619385 61.043983221054077 2847.3635928630829 170.03920483589172 41.712686538696289 79.366602659225464 168.04391074180603 44.235380172729492 33.549023866653442 60.356157779693604 979.59539985656738 94.226033449172974 57.191760540008545
leaf_count=1476 170 131 19 19 32 26 31 32 17 59 47 26 40 34 48 17 132 58 21 1516 110 17 38 99 27 14 26 434 32 32
internal_value=0 -0.000246473 -0.00153707 -8.0441e-05 -0.00386726 0.00140213 0.0025682 0.00109713 -4.85092e-05 0.00133648 0.00224132 -0.000232202 0.00318699 0.00168206 0.00388863 0.00276078 -0.000364371 0.00123373 0.000905197 -0.000565177 -0.000738241 -0.000569874 0.00119543 0.000288903 0.000384248 0.00410548 0.00031459 0.000216151 0.0028623 0.00123355
internal_weight=0 5158.83 686.071 354.707 99.7988 254.908 202.349 148.047 4472.76 523.76 418.434 3949 343.814 224.57 154.789 167.011 3781.99 422.172 115.553 3359.82 3059.12 2889.08 300.704 4401.17 4233.12 77.7844 4155.34 4000.76 154.582 1036.79
internal_count=4780 2640 329 159 51 108 82 63 2311 245 186 2066 139 99 65 64 2002 190 47 1812 1643 1533 169 2140 2041 41 2000 1942 58 466
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=0
split_feature=104 45 21 93 22 50 77 8 125 134 63 25 61 99 80 15 79 27 5 31 104 95 60 37 67 44 58 75 79 133
split_gain=0.263121 0.462776 0.460828 0.602882 0.600077 0.585855 0.408037 0.363885 0.827072 0.395165 0.632524 0.765026 0.658302 0.515643 0.583272 0.497693 0.483215 0.47811 0.473923 0.461707 0.442271 0.574058 0.415641 0.60456 0.368225 0.3668 0.341171 0.327881 0.924844 0.346262
threshold=0.066585760563611998 0.074787221848964705 0.015675474889576439 0.0028552538715302949 0.00017767510871635753 0.00087947337306104611 0.00044738779251929378 0.010829726699739696 0.00017767510871635753 0.000490355829242617 0.0060143163427710542 0.0022975050378590827 0.0037758676335215573 0.023343417793512348 0.0098710241727530974 0.0014881226234138014 0.0058306583669036635 0.012252715881913902 0.00038414125447161501 0.0014427106943912806 0.012636432424187662 0.0058306583669036635 0.0022272822679951791 0.0016331639490090313 0.00080172589514404546 0.0044099434744566688 0.0031340263085439806 0.00042089859198313212 0.0013146653072908523 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 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 7 5 6 -4 -5 9 -9 10 13 24 18 22 15 -15 17 20 -13 -14 21 -11 25 -24 -12 -1 -22 29 -29 -10
right_child=1 -3 3 4 -6 -7 -8 8 27 16 11 12 19 14 -16 -17 -18 -19 -20 -21 26 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.1074783336093548e-05 -0.00012828842770347339 -0.0048955312635060363 0.0034290693116839424 -0.001915121353238477 0.006872506341096131 -0.0036428137785570421 0.0043533620090458721 0.0041574468245261014 0.0034717959655254358 0.0028091001672561518 -0.0038410372636947946 -4.4590314872206892e-05 -0.0041485718335986747 -0.00035577368698378842 -0.002364193161264534 0.0033522553776537626 -0.0013792490550756768 0.0054029906630742612 0.004676917688136357 0.0023049231728379284 0.0017616567558651815 -0.00086023435351285894 0.0016160037516439905 -0.00041778258293867206 -0.00047087713195308054 -0.0010097377855493442 -0.0037991808564903414 -0.0050781938957620782 -0.00084451839464826095 -0.0011408620252346285
leaf_weight=2933.0810503959656 158.73320531845093 74.940858602523804 48.98197603225708 52.559468746185303 83.585798978805542 72.831260442733765 51.298121929168701 78.632655382156372 74.00036358833313 391.53495645523071 286.8992977142334 120.96498513221741 101.10628890991211 125.18418145179749 77.738282203674316 326.54650688171387 161.46244668960571 75.789109945297241 94.799554824829102 38.181315660476685 45.611031055450439 146.46465039253235 830.01247406005859 652.77416300773621 112.96174836158752 1158.4640324115753 69.781167268753052 151.34961175918579 873.35548210144043 90.373810768127441
leaf_count=1505 76 39 18 26 30 43 21 32 26 152 173 70 67 62 30 120 93 30 42 20 17 66 385 333 63 579 34 90 495 43
internal_value=0 -0.00165718 4.15211e-05 0.00193935 0.00371902 -0.000799159 0.00118106 -2.35685e-05 -0.00080888 0.0001049 -2.37639e-05 -0.0013891 0.000300052 0.000145099 0.00163625 0.00232468 0.00109572 0.00164375 0.00202988 -0.00237955 0.00120771 0.00181016 3.46523e-06 0.00072066 -0.00288896 -0.000256448 -0.00160115 -0.0011373 -0.00146984 0.000935732
internal_weight=0 233.674 9326.33 309.257 187.443 121.813 103.858 9017.07 1267.71 7749.36 6858.71 754.913 355.052 6103.8 529.469 451.731 890.643 729.181 215.765 139.288 653.392 538 5574.33 1482.79 399.861 4091.55 115.392 1189.08 1024.71 164.374
internal_count=4780 115 4665 138 77 61 47 4527 686 3841 3449 435 199 3014 212 182 392 299 112 87 269 218 2802 718 236 2084 51 654 585 69
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=31
num_cat=0
split_feature=35 71 93 136 98 88 28 24 60 18 93 76 61 82 32 98 82 87 87 121 4 60 54 78 9 87 124 79 39 72
split_gain=0.278046 0.703465 0.445355 0.566909 0.434813 0.402657 0.577004 0.419861 0.503291 0.348826 0.430238 0.917029 0.617476 0.565882 0.737886 0.464542 0.630098 0.651328 0.612758 0.594023 0.538315 0.492427 0.728209 0.617737 0.54738 0.55656 0.498451 0.435876 0.421318 1.04531
threshold=0.016164712607860569 0.015200819820165636 0.010829726699739696 0.0010263677686452868 0.0062037324532866487 0.0012745757703669371 0.0045489775948226461 0.0095705352723598498 0.0084566329605877417 0.0010585968848317864 0.030689206905663017 0.00017767510871635753 0.0014881226234138014 0.001792412775103003 0.00038414125447161501 0.034632634371519096 0.024066280573606495 0.00070876078098081063 0.0022975050378590827 0.04273676127195359 0.0013986918493174019 0.0013146653072908523 0.0045489775948226461 0.0068083447404205808 0.0022975050378590827 0.016164712607860569 0.0015349716995842757 0.00068727668258361529 0.0041444667149335155 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 6 -2 8 -7 10 15 12 -12 -13 -15 19 17 -17 -19 21 -18 24 26 -24 25 -1 -23 -26 29 -11
right_child=1 2 -4 -5 -6 7 -8 -9 -10 28 11 13 -14 14 -16 16 20 18 -20 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00010655802676760109 -0.0033652392756705592 0.0023754758518918493 0.0072793807329284005 0.0071794133302169275 -0.0033067274783600492 -0.00040687741259164823 0.0041858698241841038 0.0053181160836434415 0.0060812087230104426 -7.8019318521283228e-05 -0.0014902484983404843 0.0042615280034202178 -0.0062206202664784353 0.0020143082339774071 -0.0057926427548256575 0.0035116012204181577 -0.0047411427554067687 -0.0027476063087869145 0.0021340349750422886 -0.0034002890798450814 0.0024969491924682549 0.0027488214492659051 0.00072044567810350749 -0.0024098440481158914 -0.0070974151039259487 -0.0029126795116265368 0.00056629116556823741 -0.0014775118293024225 0.00011542144888220456 -0.0030666188267679125
leaf_weight=2975.6179268360138 147.29084134101868 112.02125334739685 50.403748750686646 42.240086078643799 48.133724689483643 315.17432618141174 30.545052528381348 45.450605154037476 33.021624326705933 751.01284503936768 230.67009258270264 91.749461650848389 98.423169374465942 82.003600358963013 47.973298788070679 338.76893997192383 69.29988956451416 105.80676293373108 163.80065298080444 120.75843739509583 40.818313360214233 524.67625284194946 422.69965219497681 251.30885791778564 45.129753351211548 160.88892531394958 521.7424647808075 146.51077222824097 1066.7386322021484 479.31989240646362
leaf_count=1465 94 50 19 16 27 197 16 21 15 350 117 33 61 33 31 119 46 47 59 63 15 210 189 137 29 83 271 77 594 296
internal_value=0 0.000877832 0.00307401 0.00202672 0.00066772 -9.3661e-05 -0.00206826 0.000798396 0.000208429 -8.28301e-05 0.000105889 -0.0012304 -0.00290498 0.00125507 -0.000867167 0.000230901 0.00142217 0.00205212 0.000218247 6.53247e-05 -0.00205815 0.00014822 0.000835035 -0.000446705 -0.000206817 -4.83155e-05 0.00166062 -0.00280095 -0.000611805 -0.00124233
internal_weight=0 824.281 252.799 202.395 160.155 571.482 177.836 393.647 348.196 8735.72 6438.65 550.82 329.093 221.726 129.977 5887.83 718.495 608.376 269.607 5169.33 110.118 5048.57 1720.43 674.009 3328.15 3136.51 1046.42 191.641 2297.07 1230.33
internal_count=4780 455 112 93 77 343 110 233 212 4325 3085 275 178 97 64 2810 286 225 106 2524 61 2461 807 326 1654 1548 481 106 1240 646
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=31
num_cat=0
split_feature=135 148 103 99 8 75 148 79 122 60 85 129 118 52 21 141 143 113 39 149 144 35 51 85 57 43 120 142 121 135
split_gain=0.268842 0.42768 0.373212 0.362064 0.323616 0.497424 0.653093 0.766952 0.643806 0.533155 0.585454 0.519465 0.418806 0.544769 0.448246 0.392636 0.413882 0.332776 0.87101 0.754365 0.72931 0.621072 0.533981 0.521669 0.551779 0.430934 0.441749 0.421091 0.383997 0.3573
threshold=0.035692447796463973 0.0020292587578296666 0.099559046328067793 0.00073092587990686308 0.0084566329605877417 0.00042089859198313212 0.054214311763644225 0.0014881226234138014 0.00040826165059115743 0.0025217677466571335 0.00017767510871635753 0.00093549740267917525 0.0014427106943912806 0.0079489401541650313 0.0020292587578296666 0.016668972559273246 0.0038949446752667431 0.0038949446752667431 0.00017767510871635753 0.041476719081401832 0.0017376682371832433 0.0010585968848317864 0.0068083447404205808 0.0022272822679951791 0.00066645268816500913 0.066585760563611998 0.00064626874518580746 0.011519505176693203 0.076978169381618514 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 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 17 8 7 9 15 -7 -11 -8 14 -14 -9 16 -6 19 22 29 23 28 25 24 -20 26 -19 -22 -21 -1
right_child=1 -3 -4 -5 5 6 11 12 -10 10 -12 -13 13 -15 -16 -17 -18 18 20 21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015916224175056425 -0.0017261575697512877 -0.0031264991812024676 -0.004783771456984766 0.0037296713941935532 0.00091244892973478368 -0.0052192924604324521 0.0064738233642208376 -0.0031157382693408047 -0.0038451971674388014 0.002241184337518849 -0.0056247370670771887 -0.00039310080101716282 -0.00048552487383515054 0.0031760868702293398 -0.00023960319189247445 -0.0013539811312052055 0.0058029866729851992 -0.0061327992383325381 0.00061559124153010838 0.0033612891158136902 -0.00091934576536928945 0.0062485618335917006 0.0020127534889836473 -0.0042557641695244548 0.0043725140602457867 -0.0001785877620284936 0.00013220461908365782 -0.0052978800668032578 -0.0017779869926537316 0.0017400521467633126
leaf_weight=5291.4450707435608 66.937621831893921 168.93828392028809 39.809636116027832 55.723865985870361 77.050456762313843 174.2584011554718 51.665095567703247 258.14299154281616 47.766751050949097 64.09407639503479 37.493490219116211 58.980506896972656 465.53732109069824 129.93077731132507 285.06442952156067 50.243322849273682 98.651777505874634 153.66575765609741 776.03123259544373 81.636626720428467 203.90908050537109 95.647806167602539 47.032803773880005 48.133724689483643 111.81470561027527 61.984478235244751 34.443397045135498 75.147406339645386 65.515849113464355 383.30311155319214
leaf_count=2614 32 101 28 20 35 102 24 161 24 30 25 36 263 53 158 23 31 93 358 30 116 33 18 27 43 34 16 46 31 175
internal_value=0 -0.00149485 4.70306e-05 0.00075237 6.78694e-05 -0.000533862 -0.000886087 -0.00117546 0.00142879 -0.00354093 -0.000661935 0.00281336 -0.000602425 0.000313437 -0.0016064 0.00254376 0.00365835 0.00021356 -0.0004484 0.000382717 0.000145015 0.00311194 -0.00287505 0.000813889 0.00108874 -0.00379425 -0.00498566 -0.00209845 0.00107316 0.000265944
internal_weight=0 291.6 9268.4 122.661 9228.59 1798.88 1525.17 1414.52 273.712 275.846 101.588 110.646 1138.68 595.468 543.207 225.946 175.702 7429.71 1512.16 5917.55 1215.04 242.8 297.126 935.98 887.846 250.094 188.109 279.056 147.152 5674.75
internal_count=4780 153 4627 52 4599 965 852 792 113 157 55 60 635 316 319 89 66 3634 751 2883 590 94 161 428 401 143 109 162 61 2789
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=31
num_cat=0
split_feature=110 84 112 47 95 104 113 71 45 45 27 2 78 128 9 8 15 140 141 38 33 135 72 129 66 96 69 58 29 94
split_gain=0.258235 0.671982 0.467702 0.383809 0.284343 0.257404 0.502917 0.346137 0.334249 0.680546 0.790313 0.620257 0.535951 0.57508 0.506797 0.409226 0.554174 0.551062 0.503483 0.408444 0.582563 0.669877 1.05871 0.448171 0.36599 0.363371 0.288827 0.280083 0.228939 0.194861
threshold=0.13479631394147876 0.00244467705488205 0.12767273932695392 0.0066005610860884198 0.00066645268816500913 0.066585760563611998 0.00093549740267917525 0.004017772153019906 0.014293605927377941 0.0066005610860884198 0.00017767510871635753 0.00017767510871635753 0.0079489401541650313 0.015675474889576439 0.0015349716995842757 0.0084566329605877417 0.028020657598972324 0.00090704852482303988 0.0034400182776153092 0.0060143163427710542 0.013860232196748258 0.0015833032084628942 0.0020932231564074759 0.0015833032084628942 0.00017767510871635753 0.0070226341485977182 0.0011261500185355546 0.0081988852471113222 0.0060143163427710542 0.055838862434029586
decision_type=2 2 2 2 2 2 2 2 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 -4 -2 8 -7 -8 9 15 11 28 14 -14 -12 17 25 29 -19 20 21 24 -23 26 -10 -17 -22 -9 -11 -1
right_child=1 -3 3 -5 -6 6 7 27 19 10 12 -13 13 -15 -16 16 -18 18 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011654059960593012 -0.0032798789086556854 0.0056426913024115125 -0.00045335293445746368 -0.0077318501260879753 0.0014930203641486002 0.0036239627638467442 -0.0057938667307034647 0.00091803736588389319 0.0016924201273294786 -0.0049843270429982371 -0.001052929246345974 -0.00017599709559858244 9.9499284497047157e-06 0.0062205205470950162 -0.0046923081822731715 5.6102532302930954e-05 -0.0058466984291754122 0.00012004987617729755 0.0012638212519840957 -0.0035813592581733287 0.001343180171698378 -0.0053681975950270614 0.00065855446963584367 -0.00064791327287096439 -0.00057436699236308546 -0.0018034842796277629 0.0054938013533173506 -0.0041382930840652673 -0.010523404249141177 0.0025271398095396153
leaf_weight=647.66259455680847 51.137696027755737 72.051191329956055 36.759542942047119 35.7047438621521 80.054428100585938 36.392569303512573 63.245825052261353 66.203674554824829 668.77863550186157 37.126516580581665 658.7821056842804 42.079660177230835 497.77887630462646 40.290913820266724 111.9069492816925 994.13597989082336 49.028097867965698 2435.4846603870392 1590.4964504241943 53.614267826080322 60.883557319641113 116.49311923980713 194.59837508201599 63.039277315139771 242.68597793579102 357.047438621521 134.5169472694397 46.711951971054077 37.493490219116211 37.814342021942139
leaf_count=424 25 26 19 21 33 16 39 26 262 22 329 20 261 16 65 521 29 1203 754 24 25 60 93 32 109 210 48 26 25 17
internal_value=0 0.00176321 -3.82996e-05 -0.00403963 -0.00036742 -7.06906e-06 -0.00172701 -0.00283245 3.32298e-05 -0.000103718 -0.0010875 -0.00503014 -0.000735941 0.000475 -0.00158138 0.000125734 -0.000624769 0.000348778 0.000571906 0.000705841 0.000861044 0.000405101 -0.00159826 0.00301789 0.00108887 -0.000435289 0.00420054 -0.00117371 -0.00776749 -0.000961707
internal_weight=0 203.243 9356.76 72.4643 131.192 9284.29 212.554 176.161 9071.74 7537.13 1425.46 116.7 1308.76 538.07 770.689 6111.67 1400.21 4711.46 4025.98 1534.61 1481 1222.56 311.091 258.44 911.465 1351.18 195.401 112.916 74.62 685.477
internal_count=4780 84 4696 40 58 4656 107 91 4549 3896 738 67 671 277 394 3158 760 2398 1957 653 629 524 153 105 371 731 73 52 47 441
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=31
num_cat=0
split_feature=143 133 93 78 96 143 108 81 28 17 136 92 44 129 146 10 150 112 12 58 71 82 1 104 51 58 101 124 146 105
split_gain=0.258641 0.470564 0.533726 0.616491 0.507809 0.651863 0.597788 0.539392 0.626718 0.579823 0.528955 0.372011 0.369876 0.356859 0.415224 0.352137 0.349692 0.315447 0.31095 0.761731 0.707813 0.704241 0.596665 0.810729 0.751625 0.888419 0.665818 0.662162 0.569448 0.549841
threshold=0.01884530205279589 0.00080172589514404546 0.00096484774257987748 0.0015833032084628942 0.0012357163941487672 0.035692447796463973 0.0026833302108570938 0.0072436286136507997 0.00017767510871635753 0.0087224207818508166 0.0010263677686452868 0.017188700847327713 0.0020932231564074759 0.00093549740267917525 0.0032328735105693345 0.0031340263085439806 0.0025217677466571335 0.00040826165059115743 0.00040826165059115743 0.001792412775103003 0.10522961243987085 0.0070226341485977182 0.0010585968848317864 0.002945306478068233 0.0013560238294303419 0.00060774214216507982 0.14610802382230761 0.00017767510871635753 0.0018488886416889729 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 -2 5 12 13 9 -9 11 -10 17 -3 14 -6 -7 -15 -8 19 22 28 -22 23 26 25 -25 -1 29 -20 -24
right_child=1 4 -4 -5 6 15 7 8 10 -11 -12 -13 -14 16 -16 -17 -18 -19 20 -21 21 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.002582758041867752 0.0027462441817328672 -0.0030082979005350684 -0.0082840527570012708 -0.0045947895025776299 -0.0013408533273722551 0.0019149063358641256 0.0029779874444170172 0.002100411383775311 -0.0047627109574726071 -0.0030753125660232042 0.0012048520186209227 0.0059318934718545204 0.0020847175571372363 -0.0030813410987466251 -0.0068496316061082618 0.0074995585240062463 0.0015829103012540259 -0.00090520102844268235 -0.00086673547948188084 -0.00089471043658223125 0.0011220929080003612 0.0059267459320916814 0.0069279752427293881 -0.0010949199354672789 -0.0030063770562652292 0.006528554228318848 0.004128010441137319 -0.0011208018515880519 0.00042891490877494469 0.0017324435727533592
leaf_weight=272.26847505569458 48.98197603225708 74.940858602523804 39.07568883895874 68.726368188858032 59.301358699798584 61.250530958175659 129.93077731132507 80.054428100585938 139.44803047180176 59.66833233833313 50.610296487808228 57.673038244247437 67.99242091178894 93.7908775806427 80.834497213363647 52.352921009063721 70.308566808700562 87.530265331268311 1070.7974026203156 1867.5335817337036 303.52341341972351 101.86229658126831 100.60094976425171 58.406985521316528 51.504669666290283 110.55335879325867 42.767485618591309 77.944829940795898 4076.6415312290192 103.12364339828491
leaf_count=149 18 39 22 36 28 28 53 33 83 31 26 20 30 55 50 19 33 41 590 857 123 36 31 26 28 38 15 37 2164 41
internal_value=0 -0.000649075 -0.00322081 -0.00153996 -0.000303179 0.00166141 -0.000857531 5.17193e-05 -0.00161053 0.0013928 -0.00317362 0.00236179 -0.000585584 -0.00266541 -0.00451848 0.00448853 -0.00108294 0.00141496 0.000104204 -0.000337596 0.000317807 0.00232937 0.000935615 -4.42554e-05 0.00228136 0.00389324 -0.00167174 0.00279851 0.000159387 0.00429804
internal_weight=0 1322.47 156.784 117.708 1165.69 256.537 909.15 604.915 270.113 334.802 190.058 275.134 142.933 304.235 140.136 113.603 164.099 217.461 8237.53 2684.7 5552.82 405.386 817.17 535.501 220.465 168.96 315.036 281.669 5147.44 203.725
internal_count=4780 645 76 54 569 116 453 287 142 145 109 114 69 166 78 47 88 94 4135 1222 2913 159 365 256 92 64 164 109 2754 72
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=31
num_cat=0
split_feature=36 27 47 100 40 82 149 22 0 65 24 116 47 60 9 56 128 98 100 51 4 93 53 37 144 147 117 44 29 92
split_gain=0.250091 0.382018 0.615651 0.553366 0.497389 0.742228 0.53953 0.456647 0.68567 0.506107 0.527546 0.573086 0.490571 0.44363 0.43004 0.424735 0.795554 0.897087 0.833066 0.471355 0.750162 0.406744 0.403806 0.39257 0.562241 0.556131 0.762736 0.667304 0.665227 0.96934
threshold=0.0048403022810816774 0.012252715881913902 0.0032328735105693345 0.00099512818269431613 0.0098710241727530974 0.00040826165059115743 0.0019071503775194289 0.0014427106943912806 0.0058306583669036635 0.0005375427135732026 0.0054799309000372895 0.0044099434744566688 0.011519505176693203 0.0022272822679951791 0.00068727668258361529 0.00066645268816500913 0.0022272822679951791 0.0011261500185355546 0.0058306583669036635 0.016164712607860569 0.00077738583786413084 0.0020292587578296666 0.0028552538715302949 0.00017767510871635753 0.013032016810029747 0.00043393640953581786 0.04673989117145539 0.011519505176693203 0.074787221848964705 0.4073652476072312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -4 -7 13 9 10 11 -9 14 23 -10 16 19 22 -19 20 -15 -5 -18 24 -1 26 27 -25 29 -27
right_child=-2 2 4 21 -6 6 -8 8 12 -11 -12 -13 -14 15 -16 -17 17 18 -20 -21 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=0.00040530388192613898 -0.00081893154944579286 -0.0017576051756261477 0.0085301617363094991 -6.5135477402540628e-05 -0.0003562496642790867 -0.0010634050834398487 0.0051154234014298642 -0.00092971665832444208 0.003636430279102851 -0.0035678723671029862 -0.0045470765659969166 0.004730532913312783 0.0049393085850386233 -0.0010246374426596436 -0.0013665874136254304 -0.00071375902593732586 0.0026074288319608303 0.0064258216094101664 -0.00045866065798232114 -0.0030390794984963354 0.0017477324993986302 0.0050002184236089368 -0.0030819361570221296 -0.0024148155054095257 -0.0030609214742708286 -0.00057156289415970305 -0.0076871206281125416 0.001768369229586973 0.00476334273851648 0.0066061910769938878
leaf_weight=2813.3974714279175 849.43801546096802 216.38418316841125 68.152846813201904 92.369104862213135 81.682748556137085 67.304595470428467 74.367337226867676 189.11783194541931 56.985212802886963 286.16535043716431 68.565942287445068 58.567411422729492 59.989184141159058 374.86471891403198 174.41882705688477 387.01896977424622 60.562705516815186 193.81830596923828 56.824786901473999 87.369839429855347 698.95671439170837 69.414193630218506 64.300624132156372 386.39932656288147 122.06590604782104 1607.7201499938965 52.926442384719849 126.55983233451843 65.836700916290283 48.45457649230957
leaf_count=1318 496 133 26 54 41 35 29 96 25 167 40 22 23 191 98 216 33 76 29 45 275 31 37 195 79 847 29 52 23 19
internal_value=0 7.98607e-05 0.00122725 -0.000103786 0.00295397 0.0042426 0.00218003 -1.56977e-05 -0.00108119 -0.00204434 -0.000665754 0.0004087 0.000910005 0.000117552 -0.000134552 0.000766666 0.00113951 0.00314008 0.004865 0.000492567 0.000779915 0.00210819 -0.000322412 -0.000121511 0.000261167 -0.000612502 -0.00197236 -0.00138272 -0.000165626 -0.000361564
internal_weight=0 8710.56 669.675 378.167 291.508 209.825 141.672 8040.89 893.81 602.417 316.251 247.685 291.393 7147.08 231.404 1923.72 1536.7 375.506 250.643 1161.19 1073.82 161.783 124.863 5223.36 2935.46 2287.9 565.886 512.959 1722.01 1656.17
internal_count=4780 4284 349 218 131 90 64 3935 471 325 158 118 146 3464 123 902 686 175 105 511 466 85 70 2562 1397 1165 276 247 889 866
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=31
num_cat=0
split_feature=118 120 96 72 40 35 144 119 136 137 62 98 124 71 14 75 33 150 70 113 91 70 120 10 114 53 11 102 80 138
split_gain=0.241936 0.292174 0.382152 0.521827 0.725667 0.674459 0.591988 0.591545 0.403069 0.381528 0.379253 0.446084 0.440915 0.360247 0.396973 0.434626 0.358102 0.357091 0.342501 0.327492 0.584951 0.523784 0.715458 0.571581 0.484337 0.674554 0.472095 0.55207 0.524955 0.453011
threshold=0.099488973617553725 0.0014427106943912806 0.0079489401541650313 0.000490355829242617 0.0041444667149335155 0.0042751494329422721 0.0027679565828293566 0.00047558375808876013 0.00062670491752214741 0.00064626874518580746 0.0010585968848317864 0.0084566329605877417 0.0015349716995842757 0.0033348383149132137 0.00070876078098081063 0.0005375427135732026 0.0062037324532866487 0.0019672545604407792 0.0048403022810816774 0.0016846025246195497 0.0058306583669036635 0.0012357163941487672 0.00073092587990686308 0.0023699469165876512 0.0038949446752667431 0.001792412775103003 0.016668972559273246 0.00017767510871635753 0.0046923852059990176 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 7 5 10 9 8 -4 -6 11 -5 -12 -3 15 -15 -11 -7 -8 20 29 22 -21 24 25 -23 27 -25 -28 -1
right_child=-2 13 3 4 6 17 18 -9 -10 16 12 -13 -14 14 -16 -17 -18 -19 -20 21 -22 23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.0007101784713778815 -0.0019916385856002666 -0.00080949339332586742 -0.0034213395453026709 -0.0012110571186356254 -0.0036270258475149561 0.0017045900337502012 -0.00077085779557481329 0.0016835603679490288 -0.0098740458299885966 0.00075906448740396327 0.0020083510794911929 0.0039386440084689962 0.0085260978780227047 0.0015493543316787422 0.00093027920706566626 0.0079072586796370761 -0.0041739009924589808 -0.0040988983353392357 0.0039134617518516209 -0.0012779288448032588 0.0042606578576784189 6.7052989837836514e-05 0.003377198110777563 -0.0053279094336717205 -0.0022522833961497245 0.005459399925383409 0.0040430707299912742 -0.00027485236666548163 -0.001285856696253821 -0.0002828038407894953
leaf_weight=2620.1506857872009 150.08826494216919 143.8276526927948 75.835231781005859 93.423903942108154 276.05251550674438 41.552260637283325 101.06016707420349 38.869141101837158 35.544317960739136 127.50032734870911 57.879585981369019 76.476935386657715 47.032803773880005 54.669066905975342 206.82080817222595 52.88032054901123 51.711217403411865 73.198234081268311 63.56667685508728 1365.1244146823883 93.905181646347046 98.21662163734436 87.851117134094238 57.031334638595581 47.973298788070679 141.62581086158752 127.08723187446594 1035.3212668895721 72.624712705612183 2045.0987477302551
leaf_count=1167 85 71 41 52 164 21 56 15 25 65 27 25 18 22 92 18 35 46 31 675 40 54 33 36 31 53 51 539 36 1156
internal_value=0 3.17667e-05 -3.12669e-05 -0.000878077 -0.00046889 0.00122219 -0.00153163 -0.00362722 -0.00548058 -0.00246078 0.00256655 0.00110696 0.00493029 0.00126324 0.00221154 0.00467543 -0.000664335 -0.0019974 0.00103788 9.47659e-05 0.000353531 -0.000311289 -0.000996466 0.000318852 0.00233388 0.00325121 -0.000130009 -0.000538671 0.00210522 0.000274886
internal_weight=0 9409.91 8951.71 1159.7 1009.45 389.564 619.891 150.249 111.38 455.264 274.813 169.901 104.912 458.198 314.37 107.549 179.212 114.75 164.627 7792.01 4759.15 3032.86 1452.98 1579.88 287.816 239.842 1292.06 1092.35 199.712 4665.25
internal_count=4780 4695 4492 621 540 189 351 81 66 264 122 77 45 203 132 40 100 67 87 3871 2363 1508 708 800 138 107 662 575 87 2323
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=31
num_cat=0
split_feature=31 80 43 83 78 36 58 1 149 5 21 23 116 21 149 140 29 121 94 61 141 77 87 144 8 51 146 49 116 36
split_gain=0.231911 0.341945 0.457273 0.309895 0.257171 0.487056 0.783674 0.703537 0.678239 0.57929 0.9069 0.776054 0.47722 0.475284 0.453271 0.439685 0.618305 0.434337 0.411838 0.431619 0.388371 0.374697 0.365639 0.36497 0.586805 0.585226 0.635356 0.525444 0.666826 0.782791
threshold=0.079227816313505187 0.0072436286136507997 0.0011261500185355546 0.0054799309000372895 0.00093549740267917525 0.001792412775103003 0.0027679565828293566 0.0005375427135732026 0.000490355829242617 0.00057154725072905432 0.0026012937305495147 0.02636832278221846 0.0010585968848317864 0.0092791137285530585 0.010180860292166473 0.0034400182776153092 0.027182282879948619 0.0025217677466571335 0.00043393640953581786 0.00017767510871635753 0.0005893622583243997 0.0015349716995842757 0.0014881226234138014 0.00017767510871635753 0.0011261500185355546 0.0013560238294303419 0.011519505176693203 0.0005893622583243997 0.012636432424187662 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 15 -8 13 11 -11 -9 22 -15 18 17 -17 19 -1 -12 -7 -10 24 25 -6 -27 28 29 -26
right_child=1 -3 -4 -5 23 21 8 12 9 10 20 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0021485350027938515 -0.0003891656765810501 -0.0056368263060841981 0.0020890872034708382 -0.0059737745077230358 -0.0026828524060420068 -0.0075691301374130604 -0.0055260418543026345 0.0046008557193658369 0.0019913922026641023 -0.0028161327943848056 0.0030584937963500126 -0.010263898082782106 0.0009458650160746253 0.00061380054341086542 -0.0058563538704276726 0.00058965816837601068 -0.003254837052229616 0.0052582632013169969 -0.0071472629762466284 -0.0044539982323137436 -0.00095147188836701619 -0.0011427106840725704 -0.0024700093082326959 -6.1069483123225461e-05 0.0019752691448749653 -0.00050291178447665452 0.0057220537243182759 -0.0026173706535249953 -0.0011171894520192666 -0.0032455447750574561
leaf_weight=51.137696027755737 54.71518874168396 42.286207914352417 83.264947175979614 45.496726989746094 228.51437258720398 40.864435195922852 80.467523574829102 159.53533482551575 326.06522917747498 237.25155663490295 75.261710405349731 41.024861097335815 202.87634181976318 58.406985521316528 50.449870586395264 201.29414319992065 80.421401739120483 66.203674554824829 38.387863397598267 47.973298788070679 305.40440344810486 50.977270126342773 53.453841924667358 4887.0720400810242 1401.3084352016449 188.86516237258911 52.352921009063721 89.685985326766968 243.30562114715576 75.674805879592896
leaf_count=25 33 27 38 32 110 26 47 56 132 123 31 22 81 26 30 84 36 26 27 31 149 29 28 2612 599 78 19 48 130 45
internal_value=0 -0.00158349 -0.000649307 -0.00292461 3.82991e-05 -0.000438931 -0.000281268 0.000887885 -0.00108861 -0.000777389 -0.00174462 -0.00391412 0.00255481 0.000527647 -0.0023848 -0.000356636 0.000589368 0.0017451 -0.00275035 -0.00104733 -0.000158659 -0.00400211 0.00136302 0.000182628 0.000705051 -0.000869615 0.000848128 0.00111371 0.00130823 0.00170778
internal_weight=0 225.763 183.477 100.212 9334.24 2167.46 2075.62 847.83 1227.79 1147.32 658.943 278.276 362.412 488.376 108.857 485.418 347.919 267.498 137.499 99.111 380.666 91.8417 379.519 7166.78 2279.71 469.732 241.218 1809.97 1720.29 1476.98
internal_count=4780 130 103 65 4650 1009 954 366 588 541 325 145 137 216 56 229 146 110 83 56 180 55 160 3641 1029 207 97 822 774 644
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=31
num_cat=0
split_feature=135 103 98 141 37 65 28 101 63 119 25 110 1 116 22 83 146 82 95 105 96 59 142 92 11 40 112 21 60 108
split_gain=0.233568 0.323062 0.316894 0.300046 0.266918 0.459181 0.532701 0.510132 0.617181 0.615569 0.642751 0.596955 0.568087 0.553373 0.503155 0.500387 0.588997 0.495784 0.453487 0.443817 0.438958 0.76069 0.800226 0.75454 0.513282 0.438381 0.58399 0.562179 0.419833 0.530623
threshold=0.035692447796463973 0.099559046328067793 0.015675474889576439 0.0011980500421486797 0.00017767510871635753 0.00087947337306104611 0.00017767510871635753 0.0016846025246195497 0.0016846025246195497 0.00080172589514404546 0.0068083447404205808 0.0011261500185355546 0.022641776129603389 0.0012357163941487672 0.00066645268816500913 0.020658296532928947 0.0063990866765379914 0.002945306478068233 0.00066645268816500913 0.0011261500185355546 0.00093549740267917525 0.0044099434744566688 0.036783467978239066 0.4073652476072312 0.013860232196748258 0.0066005610860884198 0.0048403022810816774 0.00099512818269431613 0.0084566329605877417 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 7 14 8 9 10 -1 -11 15 -10 -7 16 -9 -17 28 -8 21 24 -23 25 -20 26 -22 -27 -6 -30
right_child=2 -3 3 -5 18 6 19 12 13 11 -12 -13 -14 -15 -16 17 -18 -19 20 -21 23 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0016070723523155086 -0.0031858280486773772 -0.0044506896103804301 0.0021051135699373508 -0.0022720752370676213 -0.0015620039180934853 -0.0014973092076678333 -0.0019448273149633721 -0.0003444415968121389 -0.0033030704613479372 -0.0055618912733622012 -0.0011312931936416383 0.00062312267909448967 -0.0031670740023869732 -0.00016825758320695061 -0.0071201522388654979 0.0055900597139656415 0.0030715980710073415 0.00091427809397597081 -0.000538226193359966 0.0010400396363701482 0.0010801963313491229 -0.0052773614583575311 0.0028540726091269343 0.0058731090805170449 0.0050488461719496421 0.0007131721032237738 -0.0019693814130002001 -0.0012738782020057515 -0.0011618534753380645 0.0038791537508678976
leaf_weight=1258.673947095871 133.60051369667053 39.809636116027832 86.429344415664673 71.569913625717163 885.46361112594604 229.40874576568604 175.47362613677979 283.22956132888794 177.62934613227844 70.515114545822144 258.25729560852051 87.323717594146729 55.563440084457397 678.57261967658997 48.133724689483643 158.64096164703369 227.57387757301331 88.218090772628784 466.1790246963501 429.00638628005981 1505.2582695484161 157.56410217285156 37.447368383407593 59.989184141159058 45.08363151550293 622.22911047935486 175.2670783996582 831.8032214641571 127.86730098724365 88.218090772628784
leaf_count=559 83 28 32 38 509 112 96 143 103 40 146 34 24 358 27 54 97 36 247 214 668 93 14 23 18 317 89 474 68 36
internal_value=0 4.38368e-05 -0.00139334 0.000122351 6.3225e-05 0.000355777 -0.000659051 0.000623434 0.000273387 0.000831655 0.00114087 -0.00214006 0.00171287 -0.000818612 -0.00247247 0.00207075 0.00117748 0.00391911 -0.000183936 0.000173567 6.90459e-05 -0.00105899 -0.00371591 0.00031844 -4.55528e-05 0.000212134 0.000762147 -0.000423553 -0.0010798 0.000896166
internal_weight=0 9268.4 291.6 157.999 9228.59 4226.22 882.022 3344.2 2530.97 1674.77 1516.93 157.839 813.226 856.202 277.542 757.662 510.803 246.859 5002.37 604.48 3900.82 706.274 195.011 3194.55 511.263 3134.56 1680.53 1454.03 1101.55 216.085
internal_count=4780 4627 153 70 4599 2043 449 1594 1240 779 705 74 354 461 139 330 240 90 2556 310 1943 372 107 1571 265 1548 757 791 613 104
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=31
num_cat=0
split_feature=143 82 87 108 62 81 107 135 17 7 96 29 77 52 141 141 47 126 8 131 116 81 39 60 144 44 136 54 4 128
split_gain=0.227464 0.438872 0.465279 0.460822 0.442008 0.382308 0.411194 0.661241 0.468 0.406782 0.359673 0.329244 0.315283 0.308818 0.517106 0.659116 0.583359 0.883399 0.735319 0.634406 0.532306 0.544175 0.735082 0.564921 0.53337 0.473819 0.448537 0.427228 0.416701 0.362851
threshold=0.01884530205279589 0.0087224207818508166 0.023343417793512348 0.0034400182776153092 0.00085274505545385193 0.0072436286136507997 0.004017772153019906 0.00075379351619631063 0.0046923852059990176 0.00047558375808876013 0.0048403022810816774 0.0068083447404205808 0.0030382014811038975 0.0070226341485977182 0.016668972559273246 0.0023699469165876512 0.0056525857653468856 0.00062670491752214741 0.0095705352723598498 0.0015349716995842757 0.015200819820165636 0.0027679565828293566 0.0012745757703669371 0.00046126570669002836 0.00060774214216507982 0.0070226341485977182 0.00068727668258361529 0.0084566329605877417 0.00068727668258361529 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 -2 6 8 -8 11 -7 -11 -5 -12 -1 15 20 18 26 29 -20 21 23 -23 24 -15 -19 27 -18 -25 -17
right_child=1 -3 -4 5 -6 9 7 -9 -10 10 12 -13 -14 14 -16 16 17 25 19 -21 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-7.4924256779971367e-05 -0.00083383315850575472 -0.0051997365591088807 -0.0054659920403801318 0.0074204577000232712 -0.005416757543472938 0.0020709516487174241 -0.0039407737816166471 0.0023195085535607841 -0.00096058989813464833 -0.0045177392404619114 -0.0031726560603294362 0.0027740120210190673 0.0025028132544915567 0.00040066611434176874 -0.0012055603382556061 0.0050893803897249738 -0.001143824554016004 0.0012855335972835964 0.0024699571312105199 -0.005822689809076991 0.0043408259312361025 0.00034455452789452698 -0.0052003009465180477 -0.0046218128725922817 0.0061111476630001018 0.0058998814251488216 0.0019772952069955115 -0.0063350346138846677 0.00045803538745225417 0.0019023310079697279
leaf_weight=6249.8803088665009 487.25294589996338 50.082896947860718 44.235380172729492 54.302093267440796 58.980506896972656 82.164026260375977 72.257739067077637 101.3348970413208 59.14093279838562 86.154614448547363 45.129753351211548 127.981605052948 53.453841924667358 107.91636109352112 318.52120971679688 256.9718873500824 154.6283130645752 170.01514339447021 56.618239164352417 38.915262937545776 57.145638704299927 114.6582510471344 124.86332964897156 65.355423212051392 65.836700916290283 82.691425800323486 77.738282203674316 53.293416023254395 105.6002151966095 136.87921500205994
leaf_count=3284 244 27 27 19 36 29 33 37 32 51 29 53 28 43 150 93 69 62 22 26 21 45 70 35 23 28 30 32 40 62
internal_value=0 -0.000608699 -0.00042799 -0.000246532 -0.00132868 0.000620296 0.0015697 -0.000286327 0.00290426 -0.000855978 -0.00215776 0.00415818 -9.5312e-05 9.77219e-05 0.000640583 0.000992885 0.00177779 0.00064205 0.00302721 -0.000908026 -0.000264864 -0.000715363 -0.002546 0.000556656 0.00256442 0.00279545 -0.00126294 -0.00247441 -0.00148396 0.00398175
internal_weight=0 1322.47 1272.39 1228.15 546.233 681.92 415.017 173.593 241.425 266.902 184.738 182.284 98.5836 8237.53 1987.65 1669.13 1027.75 538.367 489.385 95.5335 641.376 584.23 239.522 344.709 173.753 252.707 285.66 207.922 170.956 393.851
internal_count=4780 645 618 591 280 311 174 70 104 137 108 72 57 4135 851 701 424 221 203 48 277 256 115 141 66 90 131 101 75 155
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=31
num_cat=0
split_feature=35 71 111 53 46 46 63 58 42 127 79 138 140 55 58 100 72 12 60 131 75 78 125 21 109 113 58 76 88 81
split_gain=0.243592 0.601237 0.453024 0.462123 0.459776 0.428713 0.452781 0.403997 0.441817 0.382053 0.364861 0.441888 0.353309 0.328187 0.390953 0.742305 0.671319 0.912158 0.726948 0.697827 0.474189 0.450886 0.516206 0.467613 0.67845 0.585546 0.452913 0.754241 0.552776 0.521929
threshold=0.016164712607860569 0.015200819820165636 0.00047558375808876013 0.0020932231564074759 0.023343417793512348 0.0033348383149132137 0.00244467705488205 0.0031340263085439806 0.0045489775948226461 0.0021592099219560628 0.012636432424187662 0.00052132029668428015 0.0034400182776153092 0.0015349716995842757 0.0011615398107096555 0.013032016810029747 0.0054799309000372895 0.012636432424187662 0.0045489775948226461 0.00096484774257987748 0.00093549740267917525 0.00093549740267917525 0.0098710241727530974 0.0012745757703669371 0.0026012937305495147 0.0014881226234138014 0.0027679565828293566 0.00244467705488205 0.0014881226234138014 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 7 12 -7 8 9 -2 13 -12 -3 14 15 16 17 19 20 -1 -18 22 23 24 -16 -25 27 28 -23 -28
right_child=1 5 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 21 -17 18 -19 -20 -21 -22 26 -24 25 -26 -27 29 -29 -30 -31
leaf_value=0.0015680361339768236 -0.0017491040456352963 0.0017014363422535141 0.00062886672028150648 0.0077987769141838713 0.0039104012242868079 -0.0019633047608621492 0.0041963613032757995 -0.0030824943817991069 0.0050647768492499447 0.0043102973544299509 -0.0033331788408540518 -0.00040074892460485658 0.0069799562273827808 -0.0015608342686969276 0.00036327489825678814 0.005270243167956221 -0.0080810442148079968 0.0068035895579675034 0.0015937857697596817 -0.00090641806200867248 -0.0018711462183721409 -6.6748589249873306e-05 -0.005333073061225547 0.0022548980980830143 -0.003267977939758443 -0.00065297686424991056 0.00058577164399849311 0.0040899227610504867 -0.0022719070908576496 -0.0036694612106181984
leaf_weight=868.42239785194397 175.35932207107544 53.453841924667358 70.35468864440918 33.021624326705933 47.766751050949097 68.726368188858032 52.719894647598267 177.14806842803955 37.286942481994629 30.545052528381348 179.62464022636414 451.0909857749939 77.89870810508728 318.38484525680542 211.29267406463623 84.847145795822144 34.64994478225708 65.515849113464355 158.93975305557251 424.05324268341064 272.52114462852478 695.28897905349731 61.296652793884277 220.2584662437439 328.79447054862976 808.93855285644531 2918.6307129859924 78.632655382156372 480.64942145347595 73.886059522628784
leaf_count=375 111 28 44 15 24 36 22 115 18 16 114 283 26 202 102 35 23 31 83 216 167 330 39 85 149 388 1355 32 275 41
internal_value=0 0.000821645 -7.64891e-05 0.00291916 -0.000738047 0.00285199 0.00071061 -0.00126629 5.66904e-05 -0.000850217 -7.75284e-05 -0.00123589 0.00483187 1.2613e-05 7.69493e-05 0.000698624 0.000485977 0.00104794 -0.00115127 0.000756183 -0.00257164 -0.000124958 -0.000831724 -0.0006559 -0.00184736 -3.06625e-05 0.00014639 -0.000651058 -0.000968078 0.000480709
internal_weight=0 824.281 571.482 103.376 468.106 252.799 121.446 420.339 243.191 205.904 8735.72 630.716 131.353 8105 7786.62 1908.95 1824.1 1357.99 466.111 1292.48 307.171 5877.67 1630.58 1569.28 540.087 1029.2 4247.09 1254.57 1175.94 2992.52
internal_count=4780 455 343 59 284 112 58 260 145 127 4325 397 54 3928 3726 930 895 622 273 591 190 2796 763 724 251 473 2033 637 605 1396
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=31
num_cat=0
split_feature=103 51 122 109 28 110 76 107 51 46 32 112 31 105 79 9 93 147 17 70 78 71 32 77 135 135 93 34 21 40
split_gain=0.223056 0.375556 0.515549 0.481694 0.551341 0.556129 0.414671 0.490319 0.713615 0.463725 0.807922 0.407378 0.428499 0.407265 0.66314 0.388808 0.384232 0.351379 0.356311 0.346898 0.341501 0.649022 0.558631 0.540945 0.668347 0.59548 0.522556 0.518458 0.728556 0.490868
threshold=0.00050559637020342063 0.0022975050378590827 0.0032328735105693345 0.00066645268816500913 0.0045489775948226461 0.002945306478068233 0.00064626874518580746 0.0045489775948226461 0.0013560238294303419 0.00087947337306104611 0.0013986918493174019 0.0033348383149132137 0.0014427106943912806 0.00085274505545385193 0.0033348383149132137 0.00080172589514404546 0.0020292587578296666 0.00068727668258361529 0.0012357163941487672 0.0041444667149335155 0.0019071503775194289 0.045367386192083366 0.0058306583669036635 0.00044738779251929378 0.0079489401541650313 0.00075379351619631063 0.030689206905663017 0.0015833032084628942 0.000490355829242617 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 -2 6 -6 7 8 -5 -8 -11 12 16 -13 15 -15 -3 18 -18 -16 23 -22 -23 25 26 27 -25 -1 -29 -27
right_child=1 11 -4 4 5 -7 9 -9 -10 10 -12 13 -14 14 19 -17 17 -19 -20 -21 21 22 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.0027643582252153192 -0.0043030734958479349 -0.00094170050255669912 -0.0037973381875096683 0.0021595514179178197 0.00010466741888083141 0.0068864783615119572 0.0053755049162119584 -0.0027251979271374687 -0.0032464802459962459 -0.0016120775109459678 0.0059747748262971362 -0.0031362172820986051 -0.00052060485092571913 0.00025246753241330093 0.0021307259818412563 0.00624280307015968 0.00028054518965126945 -0.0060724911057390635 -0.0054066557007005668 -0.0044265743401120097 0.00010692667576570174 0.0012798826499758422 0.0064050580240794103 -0.0012020087470914918 0.0034278007404291537 -0.0031858460696944473 -0.0057611208621547935 -0.0049670416261517096 0.00088635601372550471 0.00031989220077560969
leaf_weight=308.31613111495972 47.973298788070679 150.40911674499512 73.198234081268311 218.35541582107544 53.453841924667358 69.57461953163147 71.523791790008545 167.10341572761536 84.732841730117798 121.4462628364563 49.348949670791626 57.719160079956055 368.69635033607483 42.607059717178345 33.915997505187988 74.367337226867676 63.727102756500244 119.58933424949646 48.500698328018188 49.76204514503479 4462.8343100547791 763.78473806381226 57.145638704299927 982.99040627479553 73.839937686920166 175.2670783996582 67.144169569015503 61.090105056762695 409.53672409057617 232.04574346542358
leaf_count=125 31 77 46 96 28 27 27 86 50 58 21 31 199 19 17 29 27 80 30 35 2352 311 21 483 30 89 39 32 177 107
internal_value=0 -0.000474669 0.000235127 0.000569214 0.000848961 0.00393989 0.000315253 -0.000550677 0.000648215 0.00199549 0.00058004 -0.00114749 -0.00173672 0.000565031 0.00162972 0.00406087 -0.00290978 -0.00418672 -0.00217725 -0.0017688 0.000122887 0.000344597 0.00163665 -0.000384191 -0.0011702 0.000360555 -0.00149351 0.00117063 0.000126551 -0.00118863
internal_weight=0 1966 956.711 883.512 835.539 123.028 712.511 470.192 303.088 242.319 170.795 1009.29 750.923 258.372 200.652 116.974 382.226 231.817 112.228 83.678 7593.99 5283.76 820.93 2310.23 1123.97 1186.26 1050.13 778.943 470.627 407.313
internal_count=4780 1014 470 424 393 55 338 232 146 106 79 544 413 131 100 48 214 137 57 52 3766 2684 332 1082 552 530 522 334 209 196
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=31
num_cat=0
split_feature=95 0 40 106 31 42 58 94 92 107 91 18 87 23 91 9 112 121 36 144 101 20 52 75 39 60 68 53 67 115
split_gain=0.215376 0.430169 0.690303 0.681314 0.390575 0.384404 0.317732 0.682169 0.535135 0.54645 0.46872 0.546857 0.467188 0.404927 0.35715 0.476577 0.60577 0.598269 0.584535 0.466789 0.751544 0.603699 0.585504 0.569037 0.537781 0.614657 0.4806 0.71634 0.577287 0.531807
threshold=0.014740333426743748 0.007706565549597145 0.00047558375808876013 0.016668972559273246 0.00039601318712811922 0.0051502294372767219 0.029773407615721229 0.00080172589514404546 0.0072436286136507997 0.0019071503775194289 0.00087947337306104611 0.00047558375808876013 0.00038414125447161501 0.010180860292166473 0.0042751494329422721 0.00096484774257987748 0.0019071503775194289 0.0042751494329422721 0.00042089859198313212 0.00017767510871635753 0.010829726699739696 0.000490355829242617 0.010500331409275534 0.0010918468469753864 0.010829726699739696 0.00073092587990686308 0.00064626874518580746 0.00244467705488205 0.00066645268816500913 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -4 14 -8 10 -10 13 12 -12 -9 19 -16 17 -17 -18 20 21 24 -23 -22 25 -1 27 29 -29 -21
right_child=1 -3 3 4 -6 -7 7 8 9 -11 11 -13 -14 -15 15 16 18 -19 -20 26 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0017830012523758221 -0.0044531192213081603 -0.0027271806181648345 -1.2802595107206839e-05 0.0048557750334936997 -0.00011995768180793139 -0.004347060732694163 -0.0046052253713684977 -0.0042985087171694952 0.0012246332379068636 -0.0050696261149132801 0.003446021250255572 0.0049741339601845971 -0.0019777392941060599 0.00088194408657514024 -0.0012577594402063644 0.00060077345053168854 0.0066849547280342456 -0.0040462004784316231 0.0003492872991751348 0.0043799762103108207 0.0017582338727123105 -8.2820958055632532e-05 -0.0038993873984433207 0.0060386388122008246 -0.0035911435415930055 -0.00099392064593014045 -0.00024079683943205004 0.0010340616335487395 0.0077926351978381998 -0.00034492821209564789
leaf_weight=1074.6235628128052 81.315774917602539 208.7017982006073 364.49921441078186 111.97513151168823 60.883557319641113 59.507906436920166 108.21515250205994 71.042514085769653 53.614267826080322 96.634423017501831 66.570648193359375 94.959980726242065 98.377047538757324 80.421401739120483 898.85514736175537 331.20286011695862 69.57461953163147 87.576387166976929 76.362631320953369 70.468992710113525 354.93583941459656 582.37335252761841 121.4462628364563 99.385724782943726 59.507906436920166 244.63515019416809 3420.9315791130066 59.301358699798584 67.625447273254395 384.4742157459259
leaf_count=446 38 118 170 39 25 35 72 39 24 57 29 38 50 36 491 174 27 52 40 29 129 278 58 37 35 109 1807 28 27 243
internal_value=0 -0.000742155 -0.000131288 0.000457509 0.00310324 -0.0006211 7.58902e-05 -0.000970185 -0.000269771 -0.0028236 0.000662986 0.0019514 0.000211217 -0.00154789 0.000163442 -0.000542605 0.000595701 -0.000371016 0.00336977 0.000321453 0.00085207 0.000450117 -0.000741381 0.0026946 0.00105834 0.00126807 -1.48424e-05 0.00131359 0.00463497 0.000386942
internal_weight=0 886.883 678.182 596.866 172.859 424.007 8673.12 669.835 561.62 150.249 411.372 259.908 164.948 151.464 8003.28 1463.57 564.716 418.779 145.937 6539.71 2536.91 2082.59 703.82 454.322 1378.77 1319.26 4002.8 581.87 126.927 454.943
internal_count=4780 425 307 269 64 205 4355 345 273 81 192 117 79 75 4010 784 293 226 67 3226 1092 926 336 166 590 555 2134 327 55 272
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=31
num_cat=0
split_feature=36 10 148 61 82 110 15 59 29 31 135 23 135 20 102 39 1 135 142 35 88 114 71 17 127 54 63 101 10 140
split_gain=0.222062 0.212404 0.483953 0.611898 0.563264 0.423422 0.315071 0.562356 0.490073 0.406902 0.407355 0.396497 0.616105 0.332492 0.332401 0.591139 0.514143 0.438031 0.41612 0.365017 0.567301 0.6606 0.319934 0.275148 0.598977 0.426719 0.266215 0.225457 0.224173 0.201922
threshold=0.047455845400691039 0.10522961243987085 0.0079489401541650313 0.012636432424187662 0.00096484774257987748 0.0014881226234138014 0.044033329933881767 0.0056525857653468856 0.018276390619575981 0.0012357163941487672 0.0012357163941487672 0.094028618186712279 0.00039601318712811922 0.00070876078098081063 0.017724351026117805 0.0041444667149335155 0.00046126570669002836 0.0013986918493174019 0.00096484774257987748 0.044033329933881767 0.00055427959887310873 0.00096484774257987748 0.004017772153019906 0.040252277627587325 0.00066645268816500913 0.035692447796463973 0.00073092587990686308 0.0013146653072908523 0.037906534969806678 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -4 29 11 9 13 10 22 14 -13 -9 19 17 -17 18 -16 23 -21 -22 -8 25 -25 -1 -10 -18 -24 -3
right_child=-2 2 4 -5 -6 -7 7 8 26 -11 -12 12 -14 -15 15 16 27 -19 -20 20 21 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=3.9402683227676136e-05 -0.0023867071739177548 -0.0049097613288429185 0.0053326991486796951 0.002065627360307768 -0.0023712620187069451 -0.0011731533444245431 -9.9381455468379717e-05 -0.00088262344238929395 -0.0014549422121874146 0.0048126051551484464 -0.0017934486961668336 -0.00044001619580577946 -0.0088312413605540329 -0.0057971463031318291 0.00029576117950610314 0.0053831647971280157 0.00085045515195397996 -0.0066112222395198934 -0.0034673238383779101 -0.0024178586523579673 0.008689663601476048 0.0010905457076403075 0.0015082774853035642 -0.0025185813587031273 0.0016612517804863007 0.00206607238387871 0.0027891860197906166 -0.0040382372176497238 0.0055324192791408105 -0.010575397547898994
leaf_weight=7054.872394323349 96.473997116088867 29.857227087020874 45.08363151550293 37.814342021942139 50.082896947860718 37.286942481994629 81.636626720428467 100.28009796142578 55.723865985870361 113.92430377006531 78.472229480743408 67.625447273254395 32.333798885345459 52.399042844772339 142.61242771148682 51.665095567703247 76.362631320953369 52.238616943359375 151.51003766059875 43.707980632781982 48.98197603225708 68.726368188858032 59.989184141159058 277.95556592941284 123.92283463478088 269.65353775024414 109.65898561477661 34.12254524230957 81.797052621841431 33.228172063827515
leaf_count=3576 61 21 18 17 27 18 30 39 20 39 36 27 20 30 77 24 40 34 86 28 18 36 23 153 57 117 36 24 26 22
internal_value=0 2.43308e-05 -0.00146545 -0.00335507 0.00127837 -0.00539727 6.19949e-05 0.00105596 -0.000526596 0.00226646 0.00130564 -2.38605e-05 -0.00315432 -0.00256927 1.3408e-05 -0.00122563 0.00126592 -0.00239206 -0.0016427 9.32861e-05 0.00244651 0.00425277 0.00239413 4.41238e-05 -0.00122969 0.000114015 0.00135918 -0.000659382 0.00382982 -0.00789395
internal_weight=0 9463.53 233.353 138.187 95.1665 100.372 9230.17 733.881 318.062 415.819 301.895 8496.29 99.9592 152.679 8396.33 508.511 162.15 346.361 294.122 7887.82 161.416 117.708 223.423 7726.4 401.878 7324.53 165.383 110.485 141.786 63.0854
internal_count=4780 4719 123 78 45 61 4596 279 125 154 115 4317 47 69 4270 285 88 197 163 3985 82 54 79 3903 210 3693 56 64 49 43
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=27
num_cat=0
split_feature=22 20 40 22 51 18 22 71 93 85 23 54 10 131 117 15 59 29 107 58 94 149 105 132 36 47
split_gain=0.206529 0.26255 0.281808 0.226505 0.374886 0.29672 0.224458 0.595135 0.760357 0.406555 0.404779 0.508094 0.283525 0.558129 0.614458 0.311908 0.484351 0.597189 0.440843 0.350277 0.677517 0.468731 0.260778 0.205277 0.202398 0.186928
threshold=0.0060143163427710542 0.00038414125447161501 0.00244467705488205 0.0045489775948226461 0.0026012937305495147 0.13848232477903369 0.0019672545604407792 0.0027679565828293566 0.0058306583669036635 0.0010585968848317864 0.036783467978239066 0.0010585968848317864 0.10522961243987085 0.00082683752407319855 0.0023699469165876512 0.044033329933881767 0.0049928687512874612 0.013439828064292671 0.010829726699739696 0.029773407615721229 0.00080172589514404546 0.13848232477903369 0.0036604277556762104 0.00038414125447161501 0.00037263428384903824 0.10820819064974786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 12 9 10 -8 11 -9 15 14 25 19 18 -18 -17 21 -21 -1 -10 -15 -7 -14
right_child=1 2 -4 4 -6 24 7 8 22 -11 -12 -13 13 23 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=9.9079869902745138e-05 -0.0046514184828385817 0.0022981757842148371 -0.0029282775811821718 -4.7726003463055191e-05 0.0063533356284697327 -0.0045754173339934007 0.0066088527901668834 0.0018897234997344429 -0.0080529923869965044 -0.0003004171400750435 0.0033451514086582342 -0.0028030803186922856 -0.0048877862777746165 -0.0078419632102711568 0.0035494291285723557 0.0046714222967516308 -0.0030804123323023105 0.0013631667935405103 0.0010408177918735185 -0.0052981107646967443 -0.00042087163455113903 0.0036450075730308368 -0.0031282638170970233 -0.0025099804737601199 -0.00019274846234618474 -0.00012432323378601647
leaf_weight=7125.86878657341 53.293416023254395 51.298121929168701 51.871643304824829 58.773959159851074 37.447368383407593 58.980506896972656 38.869141101837158 84.15932035446167 49.028097867965698 47.078925609588623 56.090839624404907 183.3164370059967 47.445899248123169 37.493490219116211 69.04721999168396 137.36049270629883 116.81397104263306 214.36482763290405 213.67700219154358 83.88459038734436 471.08604645729065 94.432581186294556 59.507906436920166 34.810370683670044 47.606325149536133 36.392569303512573
leaf_count=3604 32 21 31 29 14 36 15 40 29 29 23 107 32 25 28 50 52 74 79 59 234 39 35 19 28 16
internal_value=0 -0.00180165 -0.000329578 2.99773e-05 0.00244344 5.02634e-06 3.54122e-05 -0.000975624 -0.00173144 0.00282423 -0.00051668 -0.00132652 9.57356e-05 -0.00165526 5.65675e-05 0.000142358 0.00116744 -0.00020418 0.00246147 5.2415e-05 -0.00115807 0.000145456 -0.00535287 -0.0052749 -0.00261793 -0.00282006
internal_weight=0 156.463 103.17 9403.54 96.2213 9307.32 9200.73 518.051 432.103 85.9481 323.567 267.476 8682.68 225.19 152.886 8457.49 682.216 331.179 351.037 7775.27 554.971 7220.3 108.536 72.3039 106.587 83.8385
internal_count=4780 84 52 4696 43 4653 4589 278 234 44 170 147 4311 120 76 4191 255 126 129 3936 293 3643 64 44 64 48
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=31
num_cat=0
split_feature=120 128 12 79 23 96 147 51 114 98 79 129 119 83 71 125 8 96 4 27 96 28 112 5 54 79 34 73 97 32
split_gain=0.201464 0.324416 0.41871 0.67939 0.422918 0.298715 0.592857 0.636171 0.578863 0.600055 0.388699 0.432431 0.290186 0.627401 0.427404 0.436899 0.426716 0.348456 0.277929 0.276959 0.445112 0.561582 0.472489 0.342447 0.426359 0.528989 0.315895 0.636741 0.359351 0.3736
threshold=0.0014427106943912806 0.0022272822679951791 0.00040826165059115743 0.0058306583669036635 0.015675474889576439 0.0079489401541650313 0.0027679565828293566 0.0022975050378590827 0.0011261500185355546 0.0084566329605877417 0.0016846025246195497 0.007706565549597145 0.0005375427135732026 0.057509137317538268 0.072653736919164671 0.015200819820165636 0.00244467705488205 0.011169348377734424 0.001792412775103003 0.015675474889576439 0.0033348383149132137 0.002945306478068233 0.00017767510871635753 0.0022975050378590827 0.0020292587578296666 0.0022975050378590827 0.04273676127195359 0.0044099434744566688 0.00038414125447161501 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 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 18 4 -4 19 12 8 -8 -10 -9 -12 13 14 15 16 -7 -14 -2 26 21 -21 -22 24 -23 -26 -1 28 29 -28
right_child=1 -3 3 -5 -6 6 7 10 9 -11 11 -13 17 -15 -16 -17 -18 -19 -20 20 22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-9.6137823123903935e-05 -0.0034943451152088315 -0.0012367170923601022 0.0076206970715599134 -0.00098742907875741287 0.0023591762085923475 -0.0060400571133912249 0.0062554787097310969 0.0031857313046400448 -0.0010827499877789687 0.005333371011567006 -0.0034085402425710308 0.0025890806338903245 -0.0026869631589007004 -0.0082590144699001816 0.0015935144831876209 0.0015579348929613259 -0.0020791086756375954 0.0026880345706225225 0.0012658977593746359 0.0061335805438919302 0.00036753210356593925 -0.0010201703230396199 0.0070886639235580228 -0.0042079717593554887 0.0063684476183887718 -0.0010263588345185046 0.0019905983719897516 -0.0039685280252289108 -0.00090806052843080012 0.006558146637776735
leaf_weight=7034.9435148239136 48.133724689483643 120.75843739509583 75.422136306762695 70.148140907287598 77.371308565139771 88.470760345458984 68.152846813201904 39.763514280319214 122.75373148918152 51.825521469116211 154.92710447311401 37.286942481994629 51.665095567703247 39.970062017440796 80.421401739120483 61.090105056762695 293.80161356925964 72.418164968490601 84.480172157287598 38.341741561889648 47.239351511001587 183.84383654594421 58.567411422729492 47.078925609588623 54.141667366027832 43.707980632781982 227.73430347442627 49.922471046447754 79.894002199172974 55.723865985870361
leaf_count=3514 27 63 27 37 27 54 26 17 74 20 98 18 24 24 36 32 171 29 32 16 25 106 22 29 23 28 93 31 37 20
internal_value=0 0.00100236 0.00176283 0.00308617 0.00495638 -5.256e-05 -0.000800999 0.000558154 0.00234753 0.000821937 -0.00131418 -0.00224508 -0.00173902 -0.00222083 -0.00176005 -0.00236835 -0.00299581 0.000450023 -0.000461887 5.72846e-05 0.0012306 0.000407099 0.00408789 -0.000260729 0.000398967 0.0030653 -1.72147e-05 0.00132625 0.00205372 0.00288851
internal_weight=0 476.314 355.555 222.942 152.793 9083.69 1162.55 474.71 242.732 174.579 231.978 192.214 687.837 563.754 523.784 443.362 382.272 124.083 132.614 7921.14 472.921 367.114 105.807 328.772 281.693 97.8496 7448.22 413.275 363.352 283.458
internal_count=4780 213 150 91 54 4567 623 253 120 94 133 116 370 317 293 257 225 53 59 3944 249 202 47 186 157 51 3695 181 150 113
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=31
num_cat=0
split_feature=36 12 71 72 97 82 144 47 83 140 131 124 68 98 20 39 80 128 144 23 98 83 141 40 149 146 15 102 36 141
split_gain=0.201163 0.213005 0.55059 0.665485 0.770268 0.464847 0.44576 0.588992 0.784585 1.12977 0.772451 0.640137 0.447591 0.588518 0.601384 0.4458 0.485372 0.42403 0.397971 0.469543 0.470914 0.456872 0.821935 0.952411 0.58853 0.459171 0.592511 0.437521 0.397771 0.374431
threshold=0.047455845400691039 0.00050559637020342063 0.10522961243987085 0.0095705352723598498 0.00064626874518580746 0.0070226341485977182 0.00017767510871635753 0.0042751494329422721 0.0046923852059990176 0.011880517937242987 0.000490355829242617 0.00040826165059115743 0.015675474889576439 0.0037758676335215573 0.0010263677686452868 0.00017767510871635753 0.0098710241727530974 0.0026012937305495147 0.00052132029668428015 0.012636432424187662 0.0019672545604407792 0.020658296532928947 0.007706565549597145 0.0036604277556762104 0.0019071503775194289 0.0018488886416889729 0.016668972559273246 0.0048403022810816774 0.0041444667149335155 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 5 -4 7 8 11 10 -10 -3 15 14 -14 17 -17 -9 19 -8 -21 25 23 -23 -24 -20 -27 -22 29 -1
right_child=-2 2 3 -5 -6 -7 18 12 9 -11 -12 -13 13 -15 -16 16 -18 -19 21 20 27 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.5961544541269582e-05 -0.0022716231827915301 0.0032513385513564677 0.0025859114910762476 -0.0031991966466355538 -0.0026351038546469497 0.0070533551689107264 -0.0033458986636446912 -0.0074227265270301575 0.0082925369306745458 -0.00054895956085845312 0.0017157780638676918 -0.0030978671488032343 0.0020525261354237909 0.0042110604398122187 -0.0048412967520399678 -0.0010627137045329533 0.003863925925336294 -0.00020955230720026788 -0.00089483108829331343 0.0028133531397751318 -0.0057369878987666816 -0.00012150692484782355 -0.00080789846226478855 -0.0039107873474849937 0.0051106400946987259 0.00033104719977761817 0.0030156738541461357 0.0013041940211306615 -0.0041712018399498348 -0.0012766653680429856
leaf_weight=2691.147078037262 96.473997116088867 68.359394550323486 196.82227730751038 52.559468746185303 53.614267826080322 82.691425800323486 201.63905644416809 46.551526069641113 130.61860275268555 96.588301181793213 67.831995010375977 94.685250759124756 82.003600358963013 120.66619372367859 51.504669666290283 276.16681957244873 61.043983221054077 36.232143402099609 682.49502563476562 86.635892152786255 46.184552431106567 367.50318574905396 86.108492612838745 302.17182397842407 82.003600358963013 2399.9443445205688 224.77645397186279 42.240086078643799 64.828023672103882 667.90832376480103
leaf_count=1195 61 33 74 26 24 28 124 30 48 46 34 57 33 41 28 149 21 20 406 39 27 168 40 181 33 1348 106 16 36 308
internal_value=0 2.31576e-05 0.000201762 0.0020296 0.00285457 0.00390756 7.70752e-05 0.000964279 0.00234773 0.003886 0.00604455 -0.000435849 2.42508e-05 0.00168033 -0.000606965 -0.000977986 -0.000170863 -0.00426572 -0.000145084 -0.00170108 0.000193455 -3.6744e-06 -0.00104664 -0.00183131 0.00207911 0.00026053 0.000560954 -0.00237344 -0.000291896 -0.000217027
internal_weight=0 9463.53 6039.64 385.687 333.128 279.514 5653.95 1132.25 458.084 295.039 198.451 163.045 674.169 254.174 133.508 419.994 337.211 82.7837 4521.7 376.7 175.061 4145 837.787 669.675 168.112 3307.22 2624.72 88.4246 3423.88 3359.06
internal_count=4780 4719 3180 152 126 102 3028 540 218 128 82 90 322 102 61 220 170 50 2488 206 82 2282 422 349 73 1860 1454 43 1539 1503
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=31
num_cat=0
split_feature=110 58 95 110 21 147 32 120 88 80 68 36 85 21 53 66 81 133 104 134 119 75 98 110 96 112 54 148 140 108
split_gain=0.19734 0.356539 0.477604 0.263929 0.394682 0.382844 0.446649 0.642675 0.522559 0.486096 0.424561 0.411163 0.387331 0.378166 0.521697 0.4574 0.356418 0.269325 0.53842 0.241174 0.446183 0.838704 0.603684 0.471018 0.461534 0.575723 0.50068 0.321238 0.417049 0.466826
threshold=0.13479631394147876 0.00077738583786413084 0.0012745757703669371 0.011519505176693203 0.024810968898236755 0.015200819820165636 0.00038414125447161501 0.00090704852482303988 0.00039601318712811922 0.015200819820165636 0.015675474889576439 0.00068727668258361529 0.0022272822679951791 0.015675474889576439 0.023343417793512348 0.0003614811430452392 0.0025217677466571335 0.0022272822679951791 0.066585760563611998 0.00017767510871635753 0.0005375427135732026 0.0010918468469753864 0.00080172589514404546 0.0021592099219560628 0.011169348377734424 0.00037263428384903824 0.055838862434029586 0.00899649551138282 0.011880517937242987 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 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 13 6 8 9 10 11 -5 16 -7 19 15 -15 -8 18 -6 20 24 22 -22 -23 26 -26 -1 28 -21 -30
right_child=1 2 -4 5 17 12 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 27 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=4.262492473322776e-05 0.004455752096686443 -0.0033954243810797829 0.0026321827468715731 -0.0039955337984625338 0.0033092196196753618 0.0055277025248683517 0.0013968906185126287 0.0014511333690556585 0.0036285218665805018 -0.0072906076381201489 0.0015556958969581989 -0.0069970590480436801 -0.00090616735897048456 0.0057711063497073757 -0.0023864887097795238 0.0003952594752183566 -0.0030514675002320207 -0.0055158740055999975 -0.0040455300536193844 -0.00039742851557574281 -0.0081028178317164856 -0.00071096479214959399 -0.0022415275571385741 0.004247238947721668 -0.00022229786783459928 -0.004009591631271227 0.0022473140092908249 -0.00023231557686662595 0.0026591074688157731 -0.0015033941300734125
leaf_weight=5650.1448912620544 69.207645893096924 57.719160079956055 76.316509485244751 75.468258142471313 42.240086078643799 42.607059717178345 68.886794090270996 83.425373077392578 79.160054922103882 66.249796390533447 63.360129117965698 41.231408834457397 51.871643304824829 94.959980726242065 48.294150590896606 67.831995010375977 130.02302098274231 49.395071506500244 60.562705516815186 251.30885791778564 56.136961460113525 192.8557505607605 202.02809047698975 63.727102756500244 291.07237219810486 153.1383581161499 269.8139636516571 612.57549285888672 469.75451636314392 78.632655382156372
leaf_count=2880 24 31 29 38 16 19 32 34 31 37 24 29 31 38 23 34 75 32 33 137 34 100 90 27 154 94 113 339 170 32
internal_value=0 0.00154135 3.65422e-05 -3.34806e-05 4.21655e-05 -0.000965693 -0.00142596 -0.00243954 0.000386567 -0.00349891 -0.001462 -0.00245286 0.00199531 8.73418e-05 0.00217722 0.0035311 -0.0015109 -0.00248153 -0.00102358 3.41353e-05 -8.80519e-05 -0.00150398 -0.00351604 0.000520497 2.64711e-05 -0.00152794 0.000143108 0.000629287 0.00128928 0.00206225
internal_weight=0 203.243 134.036 9356.76 8654.47 702.284 607.805 389.816 217.988 306.391 138.828 240.141 94.4787 8502.28 211.086 162.792 198.91 152.198 102.803 8291.19 6878.92 514.748 258.165 256.583 6364.17 444.211 5919.96 1412.27 799.696 548.387
internal_count=4780 84 60 4696 4346 350 300 207 93 173 62 136 50 4265 95 72 107 81 49 4170 3492 251 124 127 3241 248 2993 678 339 202
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=31
num_cat=0
split_feature=35 71 68 129 83 73 46 7 93 95 40 79 138 51 8 55 109 93 80 37 96 31 61 40 47 15 20 78 75 68
split_gain=0.193113 0.519727 0.427232 0.498902 0.780331 0.462745 0.365272 0.368779 0.361802 0.334642 0.450688 0.303526 0.399935 0.281975 0.467999 0.514103 0.48253 0.446688 0.565971 0.570445 0.465203 0.658526 0.456408 0.370019 0.466201 0.613285 0.527671 0.970592 0.558873 0.542203
threshold=0.016164712607860569 0.015200819820165636 0.00064626874518580746 0.00017767510871635753 0.0014427106943912806 0.0014427106943912806 0.0033348383149132137 0.00073092587990686308 0.0012745757703669371 0.00244467705488205 0.0048403022810816774 0.012636432424187662 0.00052132029668428015 0.0092791137285530585 0.0095705352723598498 0.00090704852482303988 0.0092791137285530585 0.00040826165059115743 0.0010585968848317864 0.0027679565828293566 0.0079489401541650313 0.00093549740267917525 0.0005375427135732026 0.0056525857653468856 0.016164712607860569 0.0027679565828293566 0.00017767510871635753 0.0042751494329422721 0.0023699469165876512 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 -5 -4 8 -8 -3 10 -7 13 -13 23 15 17 -16 18 -15 -20 22 -22 -19 24 25 -1 27 28 -26 -28
right_child=1 6 5 4 -6 9 7 -9 -10 -11 -12 12 -14 14 16 -17 -18 20 19 -21 21 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-0.00053953147084764516 -0.0025570159909549962 0.0019879017435504814 -0.0043511373475308276 0.00016620132227451471 0.0073756439973201087 -0.00079802373676093506 -0.0028105908350640075 0.0028410025347546655 0.0072472754055302518 -0.0035704857504152035 0.0040439740011387259 -0.0031207986585394319 -0.00033104255466923234 -5.8453596279602006e-05 -0.00014535265833779908 -0.0037824302857037573 -0.0059891242098596923 -0.0021581830737439057 0.0053471557803460093 -0.00018540310919684127 -0.0056283301060589723 0.0022303057350678093 0.0016976662771559241 -0.00070909831758986241 -0.00096785758470683257 0.0008991187225299975 -0.0032567615337989993 0.0044596344050124061 0.0047325511685398503 -0.00054749205565954729
leaf_weight=1091.5504720211029 51.344243764877319 69.941593170166016 85.46678900718689 91.314305782318115 63.727102756500244 152.61095857620239 47.239351511001587 74.206911325454712 61.410956859588623 56.870908737182617 70.148140907287598 179.62464022636414 451.0909857749939 127.13335371017456 136.92533683776855 52.238616943359375 47.606325149536133 90.740784406661987 194.66655731201172 61.250530958175659 65.561970949172974 44.923205614089966 497.59438896179199 1899.0451917648315 501.1257598400116 2305.2530906200409 280.59256362915039 121.56056690216064 47.032803773880005 540.20144867897034
leaf_count=595 32 30 56 56 27 95 25 33 24 40 37 114 283 62 73 34 28 46 67 28 42 22 217 1019 214 1036 148 43 18 236
internal_value=0 0.000731575 -0.000103463 0.00171483 0.00312952 -0.00113133 0.00261928 0.000642684 0.0044468 -0.000147218 0.00072675 -6.90296e-05 -0.00112555 1.31869e-05 0.000682229 0.00106219 -0.00165296 0.00129611 0.00266838 0.00402301 0.00054392 -0.00243301 0.00110297 -0.000116813 0.000113329 0.000436814 -0.000623877 0.000417612 -0.000478754 -0.00147367
internal_weight=0 824.281 571.482 206.386 155.041 365.097 252.799 121.446 131.353 279.63 222.759 8735.72 630.716 8105 1318.64 1134.11 184.532 1081.87 383.05 255.917 698.82 110.485 588.335 6786.36 4887.32 3396.8 1490.51 669.719 548.159 820.794
internal_count=4780 455 343 115 83 228 112 58 54 172 132 4325 397 3928 619 518 101 484 157 95 327 64 263 3309 2290 1631 659 275 232 384
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=31
num_cat=0
split_feature=22 24 32 150 142 135 28 63 106 47 46 103 87 27 94 88 143 147 60 99 125 101 15 4 110 106 59 107 71 135
split_gain=0.186282 0.24619 0.223563 0.205091 0.336203 0.34712 0.401717 0.51593 0.312855 0.373796 0.34083 0.312596 0.305366 0.314369 0.259255 0.430446 0.349169 0.482852 0.429832 0.292228 0.271728 0.262837 0.592689 0.495382 0.33774 0.549954 0.538969 0.652735 0.500029 0.672122
threshold=0.0060143163427710542 0.0032328735105693345 0.0017376682371832433 0.010500331409275534 0.027182282879948619 0.00064626874518580746 0.00096484774257987748 0.0034400182776153092 0.016668972559273246 0.029773407615721229 0.0028552538715302949 0.0063990866765379914 0.00062670491752214741 0.00090704852482303988 0.028884131461381916 0.00093549740267917525 0.0079489401541650313 0.0022975050378590827 0.002945306478068233 0.004017772153019906 0.0013986918493174019 0.14610802382230761 0.0051502294372767219 0.00077738583786413084 0.00075379351619631063 0.0035485138650983576 0.00017767510871635753 0.0045489775948226461 0.045367386192083366 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 14 5 6 7 12 11 10 -10 -7 13 -5 21 19 17 -17 -19 -16 -21 24 23 -23 -1 28 27 -27 29 -26
right_child=1 2 -4 4 -6 8 -8 -9 9 -11 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00031708670771067468 0.00068657457793931242 -0.0054007049120931745 -0.0004154175686313375 -0.0021780292865927176 -0.0040085274048870419 -0.0026740955468979449 -0.002340777037491552 0.0063442891468853835 0.0046871528543572264 -0.0021812449069080475 -0.00024273948114768916 0.0013896481359671896 0.0029558885728443248 0.003441315657500465 -0.0032674055051727423 0.0050600785239963211 0.0054818773184912468 -0.0047106582339099153 0.0026861950654868388 0.0038974331261535291 -0.00035785561908467932 0.00019480190884243133 -0.001187556966117623 0.0068094789326612563 -0.00077294686029615544 0.0086002815725052251 0.00065809396620640048 0.00141535357034466 -0.0022794659544408419 0.001665899831685299
leaf_weight=4077.7645125389099 63.56667685508728 54.71518874168396 38.181315660476685 101.06016707420349 69.093341827392578 307.49194121360779 77.096578598022461 49.876349210739136 61.938356399536133 92.689956665039062 80.788375377655029 55.930413722991943 91.222062110900879 33.021624326705933 57.719160079956055 51.825521469116211 81.636626720428467 40.864435195922852 37.814342021942139 51.458547830581665 138.46141362190247 47.399777412414551 93.5382080078125 70.262444972991943 833.17887234687805 47.927176952362061 1952.4950315952301 92.850382566452026 280.70686769485474 427.42418766021729
leaf_count=2136 31 33 20 56 39 182 46 20 23 46 39 27 34 15 31 20 30 26 17 17 59 21 37 22 464 20 877 42 133 217
internal_value=0 -0.00171106 -0.00335171 2.847e-05 -0.000640893 -0.000396253 0.00084914 0.00174285 -0.00112888 0.000291078 0.00189666 -0.00204869 0.000724213 -0.000794099 0.000109928 0.00126421 0.00291712 0.00131275 -0.00115561 -0.000151773 0.000795109 4.29488e-05 0.00178315 0.00414478 -4.70612e-06 0.000345765 0.000873526 0.00386143 -0.000370995 5.39765e-05
internal_weight=0 156.463 92.8965 9403.54 1020.21 951.116 352.277 275.18 598.839 235.417 142.727 363.422 225.304 134.082 8383.33 459.78 212.141 130.504 78.6788 247.639 189.92 7923.55 211.2 117.662 7712.35 3634.58 2093.27 140.778 1541.31 1260.6
internal_count=4780 84 53 4696 527 488 171 125 317 108 62 209 105 71 4169 200 93 63 43 107 76 3969 80 43 3889 1753 939 62 814 681
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=31
num_cat=0
split_feature=95 0 124 141 51 36 77 31 73 58 136 97 82 2 5 113 148 124 94 40 35 9 38 27 99 38 133 97 7 102
split_gain=0.196005 0.400904 0.587157 0.6714 0.648999 0.384787 0.278824 0.371996 0.372371 0.261725 0.491953 0.60661 0.347058 0.3847 0.325682 0.366053 0.361471 0.291421 0.458545 0.368654 0.446014 0.613349 0.551062 0.5113 0.441313 0.574571 0.397446 0.381863 0.379285 0.62735
threshold=0.014740333426743748 0.007706565549597145 0.036783467978239066 0.0011980500421486797 0.0079489401541650313 0.00096484774257987748 0.0035485138650983576 0.00039601318712811922 0.00017767510871635753 0.029773407615721229 0.00090704852482303988 0.0042751494329422721 0.0010918468469753864 0.00087947337306104611 0.00057154725072905432 0.00017767510871635753 0.0051502294372767219 0.013860232196748258 0.028884131461381916 0.0056525857653468856 0.0072436286136507997 0.0011261500185355546 0.00044738779251929378 0.00090704852482303988 0.00050559637020342063 0.0026012937305495147 0.0025217677466571335 0.0098710241727530974 0.00055427959887310873 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 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 7 8 -5 17 11 12 -11 14 16 -16 -14 19 -19 27 21 22 26 -22 -25 -26 -21 28 -1 -30
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 20 23 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00026371966780661175 -0.0041989864285365674 -0.0026243076510173596 0.0050828079841256897 0.0018847559688756081 0.0020729902991815301 -0.0020923572044120676 -0.00077753768632015839 0.00011441721864471519 0.0073946438764769702 -0.0049172565787427742 0.002460259479147377 0.0036372501573765045 0.0035355316529369595 -0.0060639867111881808 0.002542179303240993 -0.0027120480956019568 -0.001655294870375334 -0.00082322036338969154 0.0044383312039968604 -0.003163858131275914 0.0050329519748392466 0.00075966392375250563 -0.0030363515047595983 0.0045159790953983757 -0.000835270955399545 0.0044748583475079503 -0.00016327965385239877 -0.0014703797252667466 0.0019173032283610171 -0.00010304329457121945
leaf_weight=2723.3425114154816 173.15748023986816 208.7017982006073 50.243322849273682 69.57461953163147 54.141667366027832 94.478703022003174 90.167263031005859 91.589035749435425 54.829492807388306 82.783669471740723 94.799554824829102 53.614267826080322 70.996392250061035 39.970062017440796 38.869141101837158 225.23567128181458 63.56667685508728 1035.1628420352936 43.134459257125854 130.18344688415527 67.99242091178894 530.38740515708923 325.97498655319214 57.879585981369019 382.27237391471863 58.773959159851074 724.71105027198792 227.71224308013916 1107.3483967781067 588.40535664558411
leaf_count=1182 93 118 23 27 23 50 36 37 18 50 42 24 28 24 15 131 31 628 18 71 30 262 195 27 225 29 374 130 517 322
internal_value=0 -0.000707994 -0.000118272 -0.000534427 -0.00270503 0.000697045 0.00155783 0.00253274 0.00431317 7.2397e-05 -0.000877015 -0.00142719 -0.00194794 -0.00138754 -0.000918683 -0.00193877 0.00108342 0.000151858 -0.000612746 0.000270916 -0.000250104 -0.000652778 -0.00128718 0.000965377 0.000411057 -0.000127642 -0.000620208 0.000526354 0.000629244 0.00121627
internal_weight=0 886.883 678.182 627.938 227.299 400.639 306.16 215.993 124.404 8673.12 669.835 575.036 521.422 438.638 398.668 264.105 134.563 8003.28 1078.3 6924.98 2278.18 1711.26 1180.87 566.918 498.926 441.046 854.894 4646.81 4419.1 1695.75
internal_count=4780 425 307 284 116 168 118 82 45 4355 345 303 279 229 205 146 59 4010 646 3364 1213 902 640 311 281 254 445 2151 2021 839
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=31
num_cat=0
split_feature=112 76 39 96 150 71 117 102 10 129 40 22 99 77 146 143 51 129 118 147 72 140 83 0 24 53 73 2 109 63
split_gain=0.191726 1.01239 0.558202 0.738259 0.374895 0.349978 0.333284 0.496151 0.296623 0.393498 0.576517 0.248761 0.226288 0.560755 0.402034 0.382151 0.320584 0.417484 0.291302 0.573553 0.388772 0.248692 0.373542 0.60855 0.59875 0.472492 0.415677 0.309031 0.287491 0.224482
threshold=0.0062037324532866487 0.0003614811430452392 0.0035485138650983576 0.00093549740267917525 0.00899649551138282 0.037906534969806678 0.00747153488919139 0.00096484774257987748 0.028884131461381916 0.0013146653072908523 0.00099512818269431613 0.0060143163427710542 0.057509137317538268 0.00057154725072905432 0.0036604277556762104 0.001792412775103003 0.0092791137285530585 0.00040826165059115743 0.048151826485991485 0.00085274505545385193 0.0012357163941487672 0.13119348138570788 0.057509137317538268 0.00087947337306104611 0.0049928687512874612 0.12945349514484408 0.00017767510871635753 0.15407856553792956 0.010500331409275534 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 5 8 -2 -5 -8 9 10 -3 12 18 -14 -15 -16 17 -17 21 -20 -21 22 25 26 -25 27 -24 -1 -23 -30
right_child=1 4 -4 6 -6 -7 7 -9 -10 -11 -12 -13 13 14 15 16 -18 -19 19 20 -22 28 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0001006125939121175 0.0013711558746400962 0.0017718770403263272 0.0012525344975882486 -0.0031939952582399423 -0.0013106289541962722 -0.0041558779698476992 -0.010497017727961543 -0.0032576923916147874 -0.0013483694305828856 -0.00036929717435446764 0.0081632563025896016 -0.0019555377539159954 0.0046097453826356881 -0.0026376056085967328 -0.0027591671989839754 0.0029272843210901935 0.0049318068612084764 -0.0025585111606004612 -0.0062870001384061104 0.0033846034742715525 -0.0020630627236499989 0.0035230400939904208 -0.0018608166327998511 0.0006856062348138118 -0.0038589823775699709 0.0032858805048505343 -0.0079663157691227809 -0.0040596342885876758 -0.0014684262273575209 0.0019666569410409711
leaf_weight=7029.9703118801117 79.527028560638428 86.429344415664673 75.101284503936768 77.096578598022461 113.649573802948 44.762779712677002 58.820080995559692 39.60308837890625 49.348949670791626 62.144904136657715 59.622210502624512 149.72129130363464 94.753432989120483 88.58506441116333 48.500698328018188 90.327688932418823 70.102019071578979 56.297387361526489 53.293416023254395 49.348949670791626 97.368370294570923 110.71378469467163 64.6214759349823 315.26456880569458 94.111729383468628 116.40087556838989 49.028097867965698 44.923205614089966 91.382488012313843 99.179177045822144
leaf_count=3638 34 32 35 46 58 26 40 21 21 30 20 82 31 39 30 32 26 30 32 21 63 34 29 134 47 38 29 22 30 30
internal_value=0 -0.0007696 -0.00260226 -0.00356787 0.0010814 -0.000619397 -0.00565575 -0.00758409 0.00213696 0.00296308 0.00438101 6.51475e-05 0.000100066 0.00119363 0.000278772 0.00125283 0.00215066 0.000820987 4.03582e-05 -0.00184443 -0.000230719 8.73888e-05 3.23503e-05 -0.00125778 -0.000359152 0.000126182 -0.00449471 7.41964e-05 0.00149668 0.000319387
internal_weight=0 746.106 374.911 299.81 371.195 124.29 175.52 98.4232 257.545 208.196 146.052 8813.89 8664.17 448.566 353.813 265.228 216.727 146.625 8215.61 200.011 146.717 8015.6 7714.32 523.026 409.376 7191.29 113.65 7074.89 301.275 190.562
internal_count=4780 363 202 167 161 60 107 61 103 82 52 4417 4335 188 157 118 88 62 4147 116 84 4031 3937 239 181 3698 58 3660 94 60
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=31
num_cat=0
split_feature=136 95 0 51 141 144 15 7 68 138 101 100 110 58 94 92 47 97 91 148 54 91 39 51 19 19 68 144 101 75
split_gain=0.184452 0.186631 0.382699 0.537001 0.595916 0.472688 0.416265 0.316361 0.332212 0.519932 0.308396 0.250522 0.27723 0.237132 0.486827 0.416506 0.45947 0.341502 0.352534 0.554621 0.45858 0.317679 0.729377 0.561738 0.47713 0.413841 0.540904 0.343319 0.613767 0.506054
threshold=0.013032016810029747 0.014740333426743748 0.007706565549597145 0.0079489401541650313 0.0011980500421486797 0.0014881226234138014 0.0027679565828293566 0.0020292587578296666 0.0017376682371832433 0.00039601318712811922 0.0035485138650983576 0.0016331639490090313 0.00096484774257987748 0.029773407615721229 0.00080172589514404546 0.0072436286136507997 0.0020292587578296666 0.0042751494329422721 0.00087947337306104611 0.010180860292166473 0.0045489775948226461 0.0042751494329422721 0.00017767510871635753 0.00096484774257987748 0.086341444402933135 0.0063990866765379914 0.011169348377734424 0.00017767510871635753 0.010829726699739696 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 8 -6 -10 -3 -4 -13 21 -15 17 -17 18 20 -20 -16 27 23 -23 25 -24 -27 28 -1 -30
right_child=-2 2 11 6 7 -7 -8 -9 9 -11 -12 12 -14 14 15 16 -18 -19 19 -21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00036751020440062483 0.002158447269643995 -0.003208443353018918 -0.0050131755246731347 0.0067206258834316846 -0.0032366780787934884 0.00088086235379210894 0.00041140081711352715 0.0036925505150039208 0.0024430181316894488 -0.0024097221982420126 -0.0086412650074821438 0.00048230739701474434 -0.0042570944171849735 -0.0039280209467349829 -0.004194668400631511 0.001202104430852127 -0.0045695136444373853 0.0048878574076857773 0.0033081911510322234 -0.0016778062552126707 0.0019085518312675076 -0.0011593759931326352 0.00034008855002411312 -0.0092258398381178715 0.0046893548288767231 -0.0021264659712413258 0.0022521318803582183 -1.6638273693191837e-05 0.0015092803255163626 0.0055587829695090442
leaf_weight=2075.8443448543549 97.96395206451416 97.322248458862305 71.249061822891235 45.611031055450439 71.569913625717163 53.981241464614868 61.250530958175659 60.883557319641113 149.42249989509583 87.530265331268311 35.7047438621521 80.788375377655029 49.922471046447754 108.21515250205994 84.365868091583252 53.614267826080322 96.634423017501831 41.185286998748779 136.14526772499084 94.478703022003174 48.45457649230957 45.290179252624512 725.07802391052246 41.231408834457397 46.872377872467041 472.85273241996765 82.897973537445068 3999.4306485652924 344.82300448417664 99.385724782943726
leaf_count=924 36 52 46 17 38 27 28 25 53 41 21 39 31 72 47 24 57 18 56 50 19 25 377 29 22 275 35 2133 126 37
internal_value=0 -2.23472e-05 -0.000722303 -0.000142051 -0.00076553 -0.0030653 0.00310433 0.000398708 -0.000251296 0.000650418 -0.00466662 -0.00262797 -0.00132782 4.81008e-05 -0.000860236 -0.000261942 -0.00250999 0.000572812 8.38336e-05 0.0012656 -0.00196814 0.000124019 -0.000555301 -0.00500341 -0.000265433 -0.000446756 -0.00147334 0.000271379 0.000728474 0.0024153
internal_weight=0 9462.04 865.236 663.276 556.414 187.008 106.862 369.406 308.523 236.953 133.027 201.96 130.711 8596.8 663.094 554.878 150.249 404.63 363.444 230.624 132.82 7933.71 1414.22 86.5216 1327.7 1280.83 555.751 6519.48 2520.05 444.209
internal_count=4780 4744 418 302 257 100 45 157 132 94 73 116 70 4326 343 271 81 190 172 106 66 3983 763 54 709 687 310 3220 1087 163
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=31
num_cat=0
split_feature=37 25 115 110 11 12 113 85 97 121 124 101 123 33 129 5 45 7 138 144 18 47 117 14 10 144 60 138 75 98
split_gain=0.177616 0.380169 0.445489 0.538538 0.627131 0.724994 0.711648 0.639126 0.831864 0.498757 0.392574 0.412543 0.486091 0.448942 0.3594 0.438343 0.504083 0.414503 0.355646 0.519379 0.351754 0.517145 0.496199 0.435022 0.388035 0.34056 0.413104 0.333673 0.397656 0.456927
threshold=0.00017767510871635753 0.00062670491752214741 0.00055427959887310873 0.0035485138650983576 0.0012357163941487672 0.00062670491752214741 0.0005893622583243997 0.0014427106943912806 0.0022975050378590827 0.00075379351619631063 0.000490355829242617 0.14610802382230761 0.0011615398107096555 0.017724351026117805 0.00040826165059115743 0.0014881226234138014 0.0051502294372767219 0.00047558375808876013 0.035692447796463973 0.0053125319536775359 0.00052132029668428015 0.0014427106943912806 0.0063990866765379914 0.0019672545604407792 0.0035485138650983576 0.00070876078098081063 0.0019672545604407792 0.0032328735105693345 0.0013146653072908523 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 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 14 10 5 -5 -6 8 -8 -9 20 12 13 -12 15 16 17 -3 27 -20 21 -4 -22 -23 -24 26 -16 -1 -29 -30
right_child=1 2 3 4 6 -7 7 9 -10 -11 11 -13 -14 -15 25 -17 -18 -19 19 -21 22 23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00033875420793933218 -0.00087081730442482288 -0.0008169685049817353 0.0069493948950953835 0.0094061271925383032 -0.0040280308279100081 0.0019621395114478592 0.0017073188752766634 0.0027889872998300893 0.0088215406785407801 -0.0021965139251638945 -0.0013412616012854078 0.0049369064710216189 0.00050762869965144928 0.0024842478951682808 -0.0013706914761311897 -0.0052081498986100774 0.002359275111744435 -0.0066416292919838586 0.0071435522943044038 -0.00084224892927407769 -0.0037142861662526833 0.0026923794250355935 -0.001370493836710475 -0.0028541317919844552 0.0041788533583752355 -0.0033361910337074024 0.0051683931748801315 -0.0041164211864265048 -0.00091109532562377036 0.0044643586299420055
leaf_weight=3772.0111937522888 1495.5825915336609 85.741518974304199 52.352921009063721 48.087602853775024 69.460315465927124 102.27539205551147 241.631178855896 73.679511785507202 49.50937557220459 157.19712853431702 1142.6199858188629 36.025595664978027 787.72826719284058 82.210148096084595 43.5014328956604 94.84567666053772 69.57461953163147 47.445899248123169 44.55623197555542 37.493490219116211 68.932915925979614 145.36372947692871 59.66833233833313 46.711951971054077 66.731074094772339 37.653916120529175 54.302093267440796 85.420667171478271 418.02323961257935 43.661858797073364
leaf_count=1777 727 37 19 16 42 50 111 34 17 90 646 13 443 40 21 53 27 32 19 25 43 57 31 26 25 21 19 45 257 17
internal_value=0 -0.000199063 7.51922e-05 0.000277084 0.00145948 0.0043428 0.000726499 0.00135914 0.00291711 -0.000605494 -7.54206e-05 -0.000366396 -0.000461327 -0.00108449 -0.0014307 -0.00240246 -0.00109005 -0.00289191 0.000233332 0.00349436 0.00128006 0.00254419 -0.000301805 0.00134349 0.00155922 0.000704331 0.00225991 0.000171382 -0.00098256 -0.000402735
internal_weight=0 5158.83 3663.25 3230.19 741.841 150.363 591.478 522.017 291.141 230.877 2488.34 2048.58 2012.56 1224.83 433.065 297.608 202.762 133.187 4401.17 82.0497 439.761 244.429 195.332 192.076 126.399 135.457 97.8035 4319.12 547.106 461.685
internal_count=4780 2640 1913 1703 360 66 294 252 128 124 1343 1142 1129 686 210 149 96 69 2140 44 201 102 99 83 56 61 40 2096 319 274
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=31
num_cat=0
split_feature=112 76 89 143 145 82 108 71 10 108 112 19 18 81 128 128 89 83 81 83 117 20 20 32 106 3 121 144 36 112
split_gain=0.182819 0.894995 0.524966 0.509176 0.368833 0.329926 0.351908 0.376873 0.646325 0.464275 0.323884 0.342127 0.246805 0.453355 0.511247 0.690947 0.554053 0.350287 0.715251 0.602109 0.474355 0.543977 0.4676 0.43571 0.432145 0.468916 0.493823 0.403511 0.37484 0.37158
threshold=0.0062037324532866487 0.0003614811430452392 0.00062670491752214741 0.0014881226234138014 0.00055427959887310873 0.00073092587990686308 0.0038949446752667431 0.012636432424187662 0.010500331409275534 0.011169348377734424 0.034632634371519096 0.0022272822679951791 0.0010585968848317864 0.020658296532928947 0.00070876078098081063 0.0014427106943912806 0.0023699469165876512 0.014740333426743748 0.0018488886416889729 0.013032016810029747 0.012636432424187662 0.00038414125447161501 0.0013146653072908523 0.00062670491752214741 0.0084566329605877417 0.00057154725072905432 0.0063990866765379914 0.00070876078098081063 0.00047558375808876013 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 -7 8 -8 -9 11 -5 -1 17 -15 -16 -17 19 -19 20 27 23 -21 -22 -20 26 -26 -14 -23 -29
right_child=1 5 -4 10 -6 6 7 9 -10 -11 -12 -13 13 14 15 16 -18 18 24 22 21 28 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00022578259884067887 0.0023744526980279818 0.003627601732348028 0.0019279564881028392 -0.001138924666346155 -0.0040696402224237134 -0.0038435286914942253 0.0020932298953032784 0.0058669785130942781 -0.0059378276357699242 -5.8858435352528859e-05 -0.0078131445587730167 -0.0056599363038910208 -0.0025332048235552924 -0.0017973810328553537 0.0085394264827256417 -0.003375285527713311 0.0055066909345139557 -0.0050363497396715175 -0.0020103386087645309 0.0055415721296037659 0.001133265945805336 0.00012072770506828801 -0.00081850187340000164 -0.0044830293515985943 0.00054876858844430797 -0.0027407004678864071 0.0064655541357757128 0.00015464540592458748 0.0037010485170042053 -0.0029952957957574029
leaf_weight=6407.0253124237061 56.457813262939453 89.800289392471313 57.352186441421509 81.843174457550049 36.599117040634155 46.184552431106567 58.406985521316528 61.571382761001587 43.868406534194946 71.363365888595581 57.031334638595581 85.627214908599854 311.06943392753601 57.558734178543091 48.45457649230957 37.493490219116211 33.021624326705933 118.64883923530579 308.66104435920715 78.265681743621826 69.57461953163147 129.44949960708618 45.817578792572021 68.565942287445068 132.24692320823669 68.198968648910522 48.087602853775024 571.84942317008972 167.95166707038879 111.95307111740112
leaf_count=3108 26 33 28 37 23 27 26 20 24 31 36 52 190 35 19 25 15 67 165 29 27 65 24 40 56 37 16 346 77 76
internal_value=0 -0.00075151 -0.00247464 -0.00326976 -0.000159997 0.000988865 0.000146777 0.000930291 -0.00135149 0.00268581 -0.00455877 -0.00345051 6.36162e-05 -0.000368067 0.0020711 0.00394271 0.000784068 -0.000561124 -0.00151144 -0.000147957 -0.000437784 0.000938346 0.00319312 -0.00165438 -0.000760848 0.000790932 0.00212653 -0.00104024 0.00214265 -0.000361067
internal_weight=0 746.106 374.911 317.559 93.0569 371.195 281.395 235.21 102.275 132.935 224.502 167.47 8813.89 2406.87 176.528 118.97 70.5151 2230.34 675.843 1554.5 1430.41 435.542 124.083 138.141 557.195 248.533 180.335 994.872 297.401 683.802
internal_count=4780 363 202 174 49 161 128 101 50 51 125 89 4417 1309 94 59 40 1215 341 874 821 209 53 67 274 109 72 612 142 422
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=31
num_cat=0
split_feature=135 45 8 39 60 118 51 101 71 104 65 0 107 39 133 81 148 57 91 59 80 133 116 25 105 79 73 39 100 147
split_gain=0.172606 0.317374 0.222788 0.431066 0.211336 0.485494 0.488139 0.560883 0.666771 0.490503 0.386464 0.441414 0.409474 0.390944 0.401887 0.689406 0.783217 0.602236 0.597509 0.591866 0.690217 0.535336 0.465376 0.433386 0.4172 0.790179 0.53488 0.392429 0.367535 0.364061
threshold=0.035692447796463973 0.0058306583669036635 0.0027679565828293566 0.0031340263085439806 0.0054799309000372895 0.0046923852059990176 0.0026012937305495147 0.0035485138650983576 0.017724351026117805 0.002945306478068233 0.00068727668258361529 0.0010918468469753864 0.015675474889576439 0.0087224207818508166 0.0062037324532866487 0.004017772153019906 0.0028552538715302949 0.0003614811430452392 0.0042751494329422721 0.0056525857653468856 0.0072436286136507997 0.0037758676335215573 0.0030382014811038975 0.00017767510871635753 0.0017376682371832433 0.00055427959887310873 0.0063990866765379914 0.00040826165059115743 0.00244467705488205 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 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 10 -6 9 -8 -9 -7 13 12 28 14 19 18 -17 -18 22 20 21 -1 -16 -20 26 -26 -21 -22 -12 -15
right_child=1 -3 3 -5 5 6 7 8 -10 -11 11 -13 -14 29 15 16 17 -19 23 24 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00053832342302356437 -0.0028947624307038441 -0.0043205876571885569 0.0026179085232793508 -0.0026251375632304723 0.00010725163753288292 -0.0017265191610407859 0.0073789265620227964 -0.0021207356677914141 0.0065802885812887794 0.0040119156168857235 -0.00182377975552575 -0.00027239315282074912 0.0013421773976283757 -0.0028237798181801848 0.0047713089146659759 -0.0037057732098506272 0.00021229469200997539 0.0053679492264635375 0.0026530215539470768 0.00037310264301104084 0.0015871708457995777 -0.0016455627835267152 0.0015824175163479497 -0.0030963029733636666 -0.0072114660469539101 -0.0010689450493524667 -0.0034532210861108084 0.0059635761122651051 -0.0055945735413163531 -0.000153036908263498
leaf_weight=1728.7753777503967 61.617504596710205 63.612798690795898 103.12364339828491 63.245825052261353 1184.3306713104248 103.90371251106262 75.261710405349731 52.399042844772339 37.974767923355103 58.040011882781982 268.53055644035339 2299.5700018405914 74.734310865402222 190.05832695960999 233.5818202495575 116.86009287834167 509.47390985488892 63.727102756500244 58.040011882781982 496.81431984901428 149.58292579650879 334.98690056800842 224.24905443191528 75.30783224105835 71.202939987182617 197.80889415740967 111.9069492816925 77.89870810508728 85.099815368652344 388.28031659126282
leaf_count=854 31 42 41 39 578 58 31 30 13 23 145 1202 32 109 93 63 261 27 23 200 49 189 107 42 35 98 65 26 53 221
internal_value=0 -0.00119778 -0.000326461 0.00062475 3.76843e-05 0.000578469 0.00228211 0.00419059 0.00153541 0.000330114 -6.77264e-05 -0.000546904 -0.00202055 0.000192222 0.000351152 0.00109842 2.49043e-05 0.000785488 0.00235149 4.90271e-05 0.000471956 0.000183838 0.00320937 -0.000593894 -0.00105499 -0.00269477 -0.000330326 0.00308583 -0.00273121 -0.00103072
internal_weight=0 291.6 227.987 166.369 9268.4 1511.91 327.579 165.636 90.3738 161.944 7756.49 2727.93 428.365 5028.56 4450.22 1281.24 690.061 573.201 591.179 3168.98 2291.24 2063.76 457.831 133.348 877.733 269.012 608.721 227.482 353.63 578.339
internal_count=4780 153 111 80 4627 733 155 74 43 81 3894 1432 230 2462 2132 616 351 288 265 1516 1118 1043 200 65 398 133 265 75 198 330
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=31
num_cat=0
split_feature=120 18 144 91 29 68 37 10 87 98 9 146 44 7 68 146 128 25 34 46 19 107 101 4 49 63 3 22 107 88
split_gain=0.17003 0.233171 0.311236 0.207642 0.434949 0.42969 0.399488 0.371307 0.454617 0.433114 0.380711 0.370964 0.785533 0.376618 0.355578 0.344915 0.342526 0.526929 0.299955 0.284058 0.273946 0.27469 0.272961 0.426589 0.553905 0.43022 0.495179 0.48053 0.415587 0.359783
threshold=0.0025217677466571335 0.00052132029668428015 0.00096484774257987748 0.0042751494329422721 0.034632634371519096 0.0079489401541650313 0.00017767510871635753 0.0045489775948226461 0.0026833302108570938 0.0016331639490090313 0.0016846025246195497 0.0032328735105693345 0.0033348383149132137 0.0010918468469753864 0.0035485138650983576 0.0018488886416889729 0.0012745757703669371 0.0026833302108570938 0.0021592099219560628 0.0045489775948226461 0.017188700847327713 0.0035485138650983576 0.010829726699739696 0.0060143163427710542 0.0011615398107096555 0.0021592099219560628 0.0010585968848317864 0.00037263428384903824 0.0019071503775194289 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 22 5 7 -6 8 9 10 -5 15 13 -13 -10 -7 20 -18 -11 -14 21 -9 -1 24 25 26 28 -27 -24 -25
right_child=1 -3 -4 4 6 11 -8 16 14 18 -12 12 19 -15 -16 -17 17 -19 -20 -21 -22 -23 23 29 -26 27 -28 -29 -30 -31
leaf_value=-4.6973941788482892e-05 0.00062098685062613791 -0.00070905276076286921 0.0055058787886900998 -0.0027428217675312108 -0.00062964264597381863 0.00086605908005826576 -0.0063250921743133034 -0.0043623938712315001 -0.0012862733632331563 -0.00088888987185245332 0.0023030265424409603 0.0086443878789424743 0.0015859313163808612 0.002496773905582898 -0.0072744637527327174 -0.0046994436453941585 -0.0040782115463111751 0.0018957760835626024 0.0023408607034752292 -0.0027240111817645979 -0.0067593492975043402 -0.00052103561510602155 0.0027725626849833393 -0.0044177790671727649 -0.0036274341489972248 0.0051184972763226293 -0.002265623946651914 0.0011980194631334591 -0.00011854737098858076 0.00077797663043728386
leaf_weight=6622.8159148693085 77.577856302261353 82.210148096084595 56.251265525817871 143.02552318572998 63.199703216552734 75.101284503936768 60.035305976867676 92.575652599334717 102.48193979263306 97.482674360275269 50.610296487808228 51.458547830581665 108.1229088306427 48.294150590896606 32.700772523880005 44.235380172729492 57.925707817077637 101.74799251556396 273.80455183982849 59.14093279838562 45.496726989746094 93.584329843521118 254.86228919029236 67.625447273254395 57.031334638595581 141.09841132164001 115.96571969985962 175.22095656394958 242.6398561000824 65.676275014877319
leaf_count=3353 34 40 19 91 28 35 34 61 57 48 26 17 50 23 23 27 38 51 135 32 32 48 97 27 36 54 61 78 98 27
internal_value=0 0.00138677 0.00267421 -3.20631e-05 -0.000550405 -0.000312419 -0.00340424 -0.000819684 -0.000130195 0.000493077 -0.001424 0.00112059 0.00215635 0.00566809 -0.00273482 -0.00119695 -0.00205321 -0.00027144 0.00149288 6.20274e-05 -0.00328132 -0.00243131 7.51157e-05 0.000796982 0.00115561 0.00144899 0.000676682 0.0029468 0.00136252 -0.00185789
internal_weight=0 216.039 133.829 9343.96 1601.02 1477.79 123.235 1091.44 700.106 564.923 193.636 386.353 267.017 99.7527 135.183 119.337 391.33 159.674 371.287 167.264 231.657 186.16 7742.94 1120.12 986.819 929.787 613.468 316.319 497.502 133.302
internal_count=4780 93 53 4687 856 794 62 610 380 300 117 184 122 40 80 62 230 89 183 82 141 109 3831 478 424 388 256 132 195 54
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=31
num_cat=0
split_feature=112 76 135 83 52 92 61 136 11 116 58 2 15 0 99 101 128 33 87 92 60 17 101 49 27 135 106 11 95 45
split_gain=0.170703 0.7933 0.420326 0.475836 0.584569 0.395214 0.284347 0.259665 0.653506 0.241859 0.523602 0.348393 0.22792 0.206409 0.189846 0.474557 0.669367 0.532644 0.380603 0.374491 0.348882 0.343 0.302055 0.404871 0.492744 0.484701 0.46363 0.51677 0.537666 0.402786
threshold=0.0062037324532866487 0.00040826165059115743 0.0012357163941487672 0.011519505176693203 0.00899649551138282 0.021960759535431865 0.0013146653072908523 0.00038414125447161501 0.0030382014811038975 0.00057154725072905432 0.00244467705488205 0.00099512818269431613 0.0044099434744566688 0.0058306583669036635 0.023343417793512348 0.0042751494329422721 0.00070876078098081063 0.0036604277556762104 0.0022975050378590827 0.00043393640953581786 0.018276390619575981 0.0025217677466571335 0.0016846025246195497 0.0014881226234138014 0.015675474889576439 0.00085274505545385193 0.079227816313505187 0.010180860292166473 0.0012745757703669371 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 6 -5 9 12 8 -4 -3 -11 13 -2 -12 22 16 -16 20 -19 -18 -17 -21 -1 24 26 -26 27 28 -24 -29
right_child=1 5 7 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 17 19 18 -20 21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00026832890952890848 0.00024568786870754629 0.002512710730277346 -0.0065073847780841246 -0.0072603476234317545 -0.00013562823015171349 0.0053497708298300122 -0.0021988686403202284 -0.0078124801630264978 0.0014943068137737833 0.003394312415327515 -0.0027508430140430538 -0.0060939309224745768 0.0053005383606414807 0.001537537890223577 0.0031316725540210203 -0.00076450924217577284 -0.0033657918869064124 -0.0070734322396069143 -0.00095854348856732545 0.0019197200459500734 0.0036103504761406733 -0.0026577407029042613 1.6294559596210025e-05 -0.0014451289146009496 0.0011575451821834858 0.0074826171535816808 -0.0043831520520124729 -0.00094482023541967548 0.0017229570911235774 0.002875860606361651
leaf_weight=4769.4539384841919 47.239351511001587 91.222062110900879 59.714454174041748 52.766016483306885 63.360129117965698 45.611031055450439 46.184552431106567 40.337035655975342 44.55623197555542 59.989184141159058 58.246559619903564 40.497461557388306 42.240086078643799 54.141667366027832 319.64419102668762 148.04684901237488 69.987715005874634 47.606325149536133 54.669066905975342 170.79521250724792 65.836700916290283 53.820815563201904 847.16599035263062 281.09790277481079 79.366602659225464 48.98197603225708 49.715923309326172 717.71649074554443 1013.6718232631683 76.316509485244751
leaf_count=2495 25 34 42 33 24 17 27 27 19 23 30 23 16 23 122 63 41 28 22 79 23 31 419 184 38 18 24 354 447 29
internal_value=0 -0.000726181 -0.00225753 -0.00102365 -0.003373 0.00100963 0.000987348 -0.00440596 -0.00308816 0.000358654 -0.000564411 -0.00211773 0.0026319 -0.000684967 6.1472e-05 0.000736948 0.00154709 -0.000837023 -0.00380485 -0.000172187 0.000582141 0.000822903 -1.82475e-05 0.000364777 0.000544365 0.0035714 0.000400715 0.000490299 0.000945981 -0.000577605
internal_weight=0 746.106 396.398 251.79 116.126 349.708 135.664 144.608 104.271 304.097 212.875 152.886 89.4794 112.388 8813.89 930.407 614.248 316.159 102.275 294.604 213.884 224.616 7883.49 3114.03 2832.94 128.349 2704.59 2654.87 1860.84 794.033
internal_count=4780 363 213 125 57 150 68 88 61 133 99 76 41 53 4417 409 273 136 50 151 86 110 4008 1513 1329 56 1273 1249 866 383
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=31
num_cat=0
split_feature=36 31 4 134 121 58 100 22 26 8 76 121 101 99 131 121 113 69 108 103 82 43 116 118 129 12 27 143 94 1
split_gain=0.169585 0.161023 0.363988 0.327341 0.249109 0.200642 0.615762 0.633811 0.462323 0.589123 0.404908 0.617566 0.502721 0.376218 0.268146 0.243981 0.630815 1.0572 0.583789 0.614334 0.559698 0.529448 0.470438 0.442523 0.438385 0.43788 0.480542 0.608805 0.444399 0.413595
threshold=0.047455845400691039 0.079227816313505187 0.00096484774257987748 0.00038414125447161501 0.00087947337306104611 0.0011615398107096555 0.013032016810029747 0.00066645268816500913 0.00080172589514404546 0.0035485138650983576 0.0019071503775194289 0.00075379351619631063 0.0013146653072908523 0.0030382014811038975 0.00040826165059115743 0.00039601318712811922 0.0014881226234138014 0.0005375427135732026 0.0087224207818508166 0.00050559637020342063 0.0010918468469753864 0.016668972559273246 0.0010585968848317864 0.00057154725072905432 0.0053125319536775359 0.010180860292166473 0.00090704852482303988 0.00899649551138282 0.012252715881913902 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 7 8 10 -10 11 -1 -12 -8 -9 25 18 20 19 21 -18 -17 -22 -21 29 -7 -27 -28 -29 -20
right_child=-2 2 3 -5 -6 15 13 14 9 -11 12 -13 -14 -15 -16 16 17 -19 24 23 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0010577693850097774 -0.0020857232510641823 -0.0017648469903711571 -0.0063194850771403927 -0.00056196982011568397 0.0026675560865215024 -0.00080501438118058119 0.0017567068332265243 -0.0043824822676320494 0.0058907838944856974 -9.7825623022326376e-05 -0.0037425054261486092 -0.0017714943981243997 0.0032446621543749431 0.007974986276821484 -0.00094328406486133892 0.0017934490781945458 -0.0049689833396628844 0.0002682011921793585 -0.00035709362033140973 -0.0021870924585974745 -0.0033102273423611865 0.0060012448072429983 -0.00040692064984972206 0.0017958646264738744 0.0034237934866276731 0.0053952391129678317 -0.0010629137167023248 0.00069709689113652646 0.0073248729982289124 -0.0043536186187255179
leaf_weight=1344.0966153144836 96.473997116088867 62.718425512313843 51.711217403411865 47.239351511001587 64.09407639503479 1950.3192522525787 60.19573187828064 68.565942287445068 90.855088472366333 74.940858602523804 110.6456024646759 225.18954944610596 33.549023866653442 40.818313360214233 326.82323789596558 779.14950799942017 123.9689564704895 2109.7623434066772 341.2234513759613 162.83809757232666 201.95990824699402 82.691425800323486 451.3416543006897 121.97366237640381 60.883557319641113 54.141667366027832 238.60514712333679 59.14093279838562 44.189258337020874 79.894002199172974
leaf_count=689 61 40 35 25 30 992 30 40 31 39 60 120 14 15 186 341 68 1026 155 83 116 28 216 57 25 23 150 32 16 37
internal_value=0 2.12625e-05 -0.00129804 -0.00357083 0.000475396 5.35051e-05 0.000449538 0.000279903 0.000662735 0.00318389 0.000418788 0.000651775 -0.00211684 0.00426942 -0.00153969 -8.3603e-05 0.000131308 -0.000312554 0.000918119 0.00153187 -0.00188891 0.00219718 -0.00130444 -0.000481349 -0.000541957 -0.000497204 0.00101848 0.000325474 0.00353147 -0.00111531
internal_weight=0 9463.53 225.763 98.9506 126.813 9237.76 2375.68 2274.67 1879.28 165.796 1713.48 1569.29 144.195 101.014 395.389 6862.08 4515.69 2887.03 1628.65 1146.65 777.271 861.841 653.302 284.812 482.001 2346.4 396.077 341.935 103.33 421.117
internal_count=4780 4719 130 60 70 4589 1224 1179 953 70 883 809 74 45 226 3365 2152 1426 726 509 400 369 332 140 217 1213 221 198 48 192
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=31
num_cat=0
split_feature=103 51 79 91 69 85 95 135 112 114 148 19 122 139 78 149 32 110 75 141 150 120 71 102 141 44 148 18 103 36
split_gain=0.1655 0.333085 0.425648 0.485361 0.346527 0.378662 0.400737 0.499108 0.406104 0.386554 0.378308 0.358487 0.346096 0.482076 0.40428 0.311638 0.392752 0.305685 0.266295 0.278845 0.231922 0.282766 0.339206 0.230191 0.368693 0.431361 0.344248 0.322907 0.330183 0.327452
threshold=0.00050559637020342063 0.0022975050378590827 0.0058306583669036635 0.0018488886416889729 0.00039601318712811922 0.0016331639490090313 0.00099512818269431613 0.015200819820165636 0.0033348383149132137 0.00017767510871635753 0.00899649551138282 0.00096484774257987748 0.0048403022810816774 0.00093549740267917525 0.0079489401541650313 0.00070876078098081063 0.00017767510871635753 0.0021592099219560628 0.0048403022810816774 0.0066005610860884198 0.028020657598972324 0.0022272822679951791 0.0058306583669036635 0.017724351026117805 0.00017767510871635753 0.0060143163427710542 0.017188700847327713 0.015675474889576439 0.00017767510871635753 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 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 12 -4 17 6 11 8 9 -8 -10 -6 13 14 15 -2 -17 -3 -7 -20 21 23 -23 27 26 -26 -25 -1 29 -29
right_child=1 4 3 -5 5 18 7 -9 10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00023985715949896753 -0.0034393936139134628 -0.0015196931032792041 0.007174998866290797 0.00038530487391749739 0.0023245546395503866 -0.0041193080364648194 0.0037622092629678687 -0.0035104332295389524 0.0068038650268861167 -0.00070112435174414945 0.00081357756707657386 -0.0028012662546731439 -0.0043085529370814873 0.0041537515591546286 -0.0041163207499479776 0.0017944610272508862 -0.00073865643998653361 -0.0063401499526288098 -0.0021908650129777388 0.003054819304135795 -0.0023100601524485105 -0.00018886762388667993 0.0038513013840384574 -0.0008340451682278526 -0.00076688854895406739 -0.0046765703207008414 0.0045675183897976234 -0.0031466513552399892 -0.0060108079626984183 0.00044805828324786032
leaf_weight=6449.1972162723541 56.664361000061035 86.315040349960327 45.08363151550293 63.245825052261353 42.607059717178345 113.16829609870911 65.836700916290283 55.769987821578979 59.622210502624512 184.32511425018311 47.239351511001587 171.04788208007812 46.551526069641113 67.99242091178894 61.824052333831787 285.24691581726074 330.10193920135498 53.132990121841431 95.786171674728394 34.443397045135498 98.056195735931396 98.010073900222778 110.55335879325867 67.831995010375977 316.50385522842407 90.786906242370605 52.192495107650757 98.423169374465942 34.64994478225708 177.78977203369141
leaf_count=3150 33 47 18 39 19 70 23 31 20 94 25 97 30 30 38 117 165 36 66 16 58 47 38 34 176 57 23 61 23 99
internal_value=0 -0.000408868 0.000259589 0.00321098 -0.0010425 -0.00067155 -2.12852e-05 0.000888518 0.00157567 0.00047352 0.00415579 -0.00177908 -0.000117273 0.000126059 -0.00024712 0.000108839 0.000435578 -0.0033564 -0.00234518 -0.000803475 0.000105852 0.000137455 0.00195271 8.55026e-05 -0.000920662 -0.00163837 0.00151482 0.000163988 -0.00141 -0.000832847
internal_weight=0 1966 956.711 108.329 1009.29 869.846 626.448 412.793 357.023 250.162 106.862 213.655 848.381 801.83 733.837 672.013 615.349 139.448 243.398 130.23 7593.99 7495.94 208.563 7287.38 527.315 407.291 120.024 6760.06 310.863 276.213
internal_count=4780 1014 470 57 544 461 309 193 162 117 45 116 413 383 353 315 282 83 152 82 3766 3708 85 3623 290 233 57 3333 183 160
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=31
num_cat=0
split_feature=37 46 73 108 20 140 20 10 31 118 104 40 116 106 102 45 34 106 117 107 133 73 133 109 24 96 118 11 25 24
split_gain=0.156883 0.333899 0.505805 0.367788 0.585426 0.351537 0.347207 0.588158 0.470305 0.556223 0.45344 0.653261 0.676313 0.480625 0.451809 0.428304 0.417627 0.535471 0.531912 0.414475 0.385597 0.35519 0.350457 0.545807 0.51452 0.504744 0.500381 0.430124 0.328636 0.317286
threshold=0.00017767510871635753 0.096724390983581557 0.0010585968848317864 0.0005375427135732026 0.0026833302108570938 0.010180860292166473 0.00017767510871635753 0.0013986918493174019 0.0056525857653468856 0.00037263428384903824 0.0063990866765379914 0.00099512818269431613 0.0044099434744566688 0.079227816313505187 0.00042089859198313212 0.074787221848964705 0.0068083447404205808 0.00099512818269431613 0.0049928687512874612 0.0016331639490090313 0.002945306478068233 0.0044099434744566688 0.0095705352723598498 0.01884530205279589 0.0063990866765379914 0.00017767510871635753 0.028884131461381916 0.00070876078098081063 0.00062670491752214741 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 10 16 14 -10 22 13 20 19 -9 -16 17 -8 -19 -12 -13 -14 25 24 -24 27 -27 -5 -2 -11
right_child=28 2 -4 6 -6 -7 7 8 9 29 11 12 21 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00083969612018510928 -0.00081165225117895952 0.00025169465777184671 -0.0049832182751234416 0.0030980356150077642 0.0044152713902233676 -0.0044143235496052115 -0.0023003980070207173 -0.0033562059723805833 0.0041951305960664046 -0.0042561287282677114 -0.0044924529066083579 0.0031332658803208645 -0.00029315531306056924 0.0050877332909867665 -0.00025692278349885643 -0.0052515761658143327 0.005485460448139569 -0.00071235278477533171 0.0067812893271737441 0.00066294553416931508 0.0080815574703724073 0.0048601309353051908 0.0039021052303556745 -0.0029847863507486295 -0.00088403896729091216 -0.00051966517138541551 -0.0062443915166658284 -0.00068876955645531422 6.7906090135057482e-05 0.001950170740494717
leaf_weight=369.15556764602661 1495.5825915336609 116.97439694404602 76.202205419540405 185.49421739578247 45.978004693984985 84.526293992996216 75.674805879592896 167.30996346473694 103.49061703681946 43.341006994247437 42.813607454299927 70.996392250061035 110.59948062896729 56.251265525817871 820.93237781524658 45.290179252624512 67.465021371841431 43.868406534194946 51.458547830581665 436.13731026649475 88.378516674041748 47.927176952362061 205.55946135520935 51.871643304824829 77.257004499435425 710.76805305480957 40.337035655975342 125.87200689315796 3663.2505834102631 39.236114740371704
leaf_count=224 727 48 44 77 20 43 45 93 44 25 26 28 49 19 417 25 31 24 17 182 32 20 87 31 42 345 27 57 1913 18
internal_value=0 0.000219291 -0.00181332 0.000312602 -0.000960853 -0.00150569 0.000484187 -0.000116853 -0.000560904 0.00175317 0.000873633 0.00178195 0.0035772 0.000715596 -0.000977509 -0.000518067 0.00215418 0.000839894 0.0033328 0.000202102 0.00587725 0.00126483 0.000319019 0.00172994 0.00259467 -0.000125435 -0.000827103 0.00156719 -0.000187084 -0.00130724
internal_weight=0 4401.17 193.177 4207.99 499.66 453.682 3708.33 1458.07 1219.6 186.068 2250.26 853.104 317.902 535.202 1033.53 866.223 238.467 171.002 95.327 478.951 159.375 158.527 1397.16 334.688 282.816 1062.47 751.105 311.366 5158.83 82.5771
internal_count=4780 2140 92 2048 287 267 1761 739 622 87 1022 356 129 227 535 442 117 86 41 208 60 69 666 160 129 506 372 134 2640 43
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=31
num_cat=0
split_feature=36 128 27 75 79 107 93 28 115 99 18 107 101 22 116 140 8 69 60 62 12 71 15 45 105 71 65 37 43 67
split_gain=0.156457 0.260779 0.258667 0.553727 0.552694 0.531052 0.496026 0.360413 0.425177 0.330406 0.772079 0.397187 0.322858 0.308737 0.331925 0.389886 0.350118 0.30667 0.497772 0.447669 0.301658 0.292116 0.320078 0.324644 0.419633 0.335931 0.274643 0.260114 0.255686 0.568874
threshold=0.0048403022810816774 0.00060774214216507982 0.012252715881913902 0.00017767510871635753 0.0026012937305495147 0.00087947337306104611 0.0070226341485977182 0.0022975050378590827 0.031632266007363803 0.057509137317538268 0.0005893622583243997 0.00073092587990686308 0.0019071503775194289 0.0017376682371832433 0.0092791137285530585 0.13119348138570788 0.033603202551603324 0.00039601318712811922 0.079227816313505187 0.00064626874518580746 0.0013986918493174019 0.0027679565828293566 0.028020657598972324 0.0058306583669036635 0.00052132029668428015 0.015200819820165636 0.00017767510871635753 0.00075379351619631063 0.0014881226234138014 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 5 -5 7 -6 -9 13 12 -12 -11 14 16 28 17 19 -19 -1 -7 26 23 24 -23 -25 -15 -13 29 -16
right_child=1 -3 3 4 6 20 -8 8 -10 10 11 27 -14 21 15 -17 -18 18 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=6.8292821492337401e-05 -0.0044091772159505901 -0.00044368743863582602 -0.0043310763115154615 0.00012484021834337339 0.0039979223080599648 0.0069838257696364691 0.0043969641556266034 -0.0020248385563086933 0.0038525930633457224 0.0049969059709155453 0.0025951603494744468 -0.00030692534112072969 0.00087484832931382156 0.0038538182419159718 -0.0019171190788551042 0.0018879072771884034 -0.0039532043768863339 0.0006589613032773066 -0.0040882162593411271 -0.0019149511193030221 0.0027014549447480548 0.0032973740504972297 0.001112105853255612 -0.0012631044887821416 -0.0020015363967759063 -0.0064533788756083793 -0.0014724739309874869 -0.0051390288977010449 -2.2816700636788072e-06 0.002871950445047974
leaf_weight=2356.713639497757 43.707980632781982 805.73003482818604 45.290179252624512 91.474731683731079 36.919968843460083 83.585798978805542 58.040011882781982 238.07774758338928 35.337770223617554 129.88465547561646 49.348949670791626 54.141667366027832 74.894736766815186 52.192495107650757 722.32672214508057 132.36122727394104 50.81684422492981 2886.4814014434814 56.297387361526489 323.6127188205719 80.948801279067993 43.134459257125854 91.061636209487915 53.820815563201904 279.21691274642944 74.092607259750366 45.129753351211548 57.352186441421509 440.17402029037476 67.831995010375977
leaf_count=1138 28 468 25 52 15 30 23 151 18 42 21 23 28 23 397 41 33 1379 30 181 35 18 38 31 158 48 29 28 215 34
internal_value=0 -0.000647732 6.31657e-05 0.00100731 0.00139453 0.00317898 0.000154397 -0.000639063 -0.00126521 -1.5466e-05 0.00145303 -0.00113952 0.00348933 -8.54198e-05 1.01162e-05 -0.000690613 0.000178409 0.000215747 0.000568145 -0.000171157 0.00487696 -0.00113803 -0.00159144 -0.00213821 -0.00129248 -0.00426952 0.00138394 -0.00279255 -0.000968015 -0.001506
internal_weight=0 849.438 8710.56 669.675 624.385 256.009 368.375 310.335 273.416 8040.89 365.622 160.843 204.779 7675.26 7036.62 1362.69 5673.92 5623.11 2942.78 2680.33 164.535 638.649 541.326 450.265 322.351 127.913 97.3222 111.494 1230.33 790.159
internal_count=4780 496 4284 349 324 117 207 184 169 3935 142 72 70 3793 3448 687 2761 2728 1409 1319 65 345 293 255 176 79 52 51 646 431
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=31
num_cat=0
split_feature=118 69 117 33 67 80 62 29 50 65 53 82 127 82 63 133 63 112 99 44 108 40 94 77 78 23 17 109 133 14
split_gain=0.155768 0.199229 0.234496 0.169839 0.398525 0.386789 0.518473 0.449965 0.57291 0.662346 0.457297 0.572543 0.449287 0.435339 0.494488 0.427487 0.382333 0.3763 0.368078 0.55569 0.546479 0.517625 0.536161 0.522931 0.414127 0.382435 0.358011 0.373646 0.372818 0.468747
threshold=0.099488973617553725 0.00017767510871635753 0.0031340263085439806 0.00077738583786413084 0.0044099434744566688 0.00075379351619631063 0.00037263428384903824 0.00057154725072905432 0.00047558375808876013 0.000490355829242617 0.013032016810029747 0.0034400182776153092 0.013032016810029747 0.0038949446752667431 0.0019071503775194289 0.002945306478068233 0.0013146653072908523 0.00017767510871635753 0.0011615398107096555 0.032603342086076743 0.00073092587990686308 0.0020932231564074759 0.0084566329605877417 0.00082683752407319855 0.00017767510871635753 0.011169348377734424 0.0087224207818508166 0.0066005610860884198 0.0095705352723598498 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 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 18 6 26 -7 12 10 11 -10 17 14 -11 -12 -6 -9 20 -20 25 -21 23 -23 -22 -5 27 28 -1 -30
right_child=1 -3 -4 4 16 7 -8 8 9 13 15 -13 -14 -15 -16 -17 -18 -19 19 21 24 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00055932604963035849 -0.0022952358207423054 -0.0048905614452231343 0.0024019123970264976 -0.0018002284829748668 0.0049772084874571522 0.0052837728867400555 0.0032896260397809289 -0.004461792826457452 0.003565455887201756 -0.0020509522403354317 0.0014520420793561457 -0.00092867378942073037 0.0029323884930325347 0.0026071608154583192 0.0009658534435519182 -0.0025040366766466947 0.00067668375389294772 0.00048024800460795271 -0.00010406247321959142 0.0043161443815108577 -0.0021457582213504933 -0.0015589765814914985 -0.0044794569993258804 0.0039734458617011088 -0.00019813884962973724 -0.0069215568439976354 -0.0054762209071596256 -0.0023625779469920831 0.0047282777043934276 -0.00023947012349299584
leaf_weight=720.88288903236389 73.198234081268311 35.17734432220459 41.712686538696289 111.379549741745 67.99242091178894 53.981241464614868 90.740784406661987 118.85538697242737 434.34856390953064 324.09399652481079 308.59086108207703 84.68671989440918 41.345712900161743 113.76387786865234 233.8344898223877 87.690691232681274 215.44368815422058 56.985212802886963 3366.0760238170624 141.62581086158752 321.77785062789917 72.991686344146729 44.235380172729492 102.96321749687195 1798.2818150520325 54.18778920173645 36.966090679168701 212.80669045448303 83.792346715927124 109.59080338478088
leaf_count=433 46 22 17 66 30 27 46 74 178 169 106 39 14 43 111 37 120 25 1656 53 166 39 27 45 907 34 26 125 37 62
internal_value=0 -0.00159809 -0.00059017 2.54895e-05 -0.000123864 0.000327606 -0.000350629 0.000785601 0.000651016 0.000980624 0.00185565 0.00283219 -0.00175747 -0.00021178 -0.000786573 0.000576626 0.00170832 -0.00286021 -0.000210221 9.60787e-05 -0.000709801 0.00195805 0.000441327 0.00167842 -0.000493744 -0.00347636 -0.0006344 -0.000475596 -3.63776e-05 0.00191304
internal_weight=0 150.088 114.911 9409.91 6296.96 3112.96 1254.78 1858.18 1804.2 1587.01 915.317 519.035 217.186 671.692 557.928 396.282 283.436 175.841 6013.52 3727.89 2285.63 361.816 220.19 175.955 2120.06 165.567 1164.04 1127.07 914.266 193.383
internal_count=4780 85 63 4695 3143 1552 729 823 796 683 360 217 113 323 280 143 150 99 2993 1820 1173 164 111 84 1073 100 683 657 532 99
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=31
num_cat=0
split_feature=112 76 39 143 92 58 88 98 52 105 46 147 15 150 68 121 80 34 92 12 93 140 121 144 75 33 146 83 93 71
split_gain=0.158404 0.705533 0.544748 0.383713 0.352029 0.351428 0.431994 0.311893 0.293451 0.322652 0.249304 0.204843 0.515145 0.569234 0.774511 0.438774 0.47784 0.460849 0.551758 0.424283 0.616748 0.400008 0.397609 0.396855 0.395015 0.450943 0.419001 0.393888 0.620615 0.458357
threshold=0.0062037324532866487 0.00040826165059115743 0.0035485138650983576 0.0014881226234138014 0.021960759535431865 0.00244467705488205 0.0012745757703669371 0.012636432424187662 0.0070226341485977182 0.0015349716995842757 0.00244467705488205 0.00068727668258361529 0.00017767510871635753 0.00043393640953581786 0.00017767510871635753 0.00039601318712811922 0.011880517937242987 0.0035485138650983576 0.055838862434029586 0.00040826165059115743 0.0084566329605877417 0.039062514901161201 0.0018488886416889729 0.0053125319536775359 0.0015349716995842757 0.0081988852471113222 0.011519505176693203 0.02636832278221846 0.0070226341485977182 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 10 5 -3 7 -7 -5 -10 -2 12 -1 14 -14 16 17 -15 -19 20 21 22 23 -13 25 -17 -27 -21 29 -29
right_child=1 4 -4 8 -6 6 -8 -9 9 -11 -12 19 13 15 -16 24 -18 18 -20 27 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0026708196168483125 0.0012193941379954718 0.00306361056996539 0.001587148961531672 -0.0058066666442178859 0.0050336044543931669 -0.0017578800303985108 -0.0053326838473346794 0.0024254237584889937 0.00065968093902416338 -0.0052292844097042374 -0.0041982349072929416 -0.0010823732928325349 0.0068615911416488595 -0.0033175404303333504 0.0010897947791736289 0.00041865295777873153 0.0016282445088073542 0.00083897080800084632 -0.0054630124989185173 0.00024208433539501148 -0.0057421902271694997 0.0019226945651008851 -0.0037757476469927882 0.0041347624571303797 -0.001216006226482124 0.0031457011943537222 -0.00045991714069918918 -0.0010029379705871165 -0.0048294144730000321 0.0021826756370457007
leaf_weight=127.54644918441772 67.831995010375977 84.480172157287598 78.472229480743408 125.80382466316223 45.611031055450439 88.952038049697876 41.391834735870361 89.272889852523804 49.50937557220459 43.868406534194946 30.912026166915894 382.4548602104187 79.687454462051392 213.44839406013489 214.77792310714722 903.34707260131836 151.53209805488586 215.87884402275085 41.391834735870361 4557.1545882225037 68.565942287445068 114.81867694854736 126.9729278087616 40.290913820266724 219.5024585723877 359.40770530700684 103.857590675354 666.73922061920166 90.580358505249023 135.93871998786926
leaf_count=76 34 32 36 83 17 42 25 34 17 24 19 184 30 109 88 379 49 97 25 2491 40 41 66 16 116 139 47 325 50 49
internal_value=0 -0.000699533 -0.00214369 -0.00306456 0.00093744 0.000323063 -0.000731146 0.000337537 -0.00423047 -0.00210692 -0.000476606 5.92162e-05 0.000428793 0.000586752 0.00265174 0.000311405 -0.00081382 -0.00159996 -0.000174944 -9.79965e-05 -0.0012273 -0.000761465 -0.0013221 -0.00058514 0.000752843 0.00106908 0.00233737 5.39001e-05 -0.000906163 -0.000463434
internal_weight=0 746.106 396.398 317.926 349.708 304.097 219.617 178.225 219.182 93.3778 98.744 8813.89 2630.38 2502.83 294.465 2208.37 622.251 470.719 257.271 6183.52 733.103 664.537 549.719 422.746 1586.11 1366.61 463.265 5450.41 893.258 802.678
internal_count=4780 363 213 177 150 133 101 76 124 41 53 4417 1155 1079 118 961 280 231 122 3262 347 307 266 200 681 565 186 2915 424 374
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=31
num_cat=0
split_feature=141 11 127 4 140 33 60 73 52 88 73 36 127 114 143 2 124 93 133 61 30 96 140 80 19 39 118 52 54 6
split_gain=0.155274 0.29872 0.261054 0.561486 0.521213 0.415387 0.333008 0.350725 0.282825 0.26882 0.310875 0.338382 0.257141 0.249292 0.198002 0.434796 0.518962 0.452525 0.519447 0.423514 0.492599 0.413434 0.364092 0.468972 0.46379 0.491764 0.408374 0.310065 0.345806 0.426481
threshold=0.016668972559273246 0.016668972559273246 0.0066005610860884198 0.0023699469165876512 0.0038949446752667431 0.0032328735105693345 0.00055427959887310873 0.0012357163941487672 0.00096484774257987748 0.0017376682371832433 0.00017767510871635753 0.0005375427135732026 0.062805486842989935 0.007706565549597145 0.013032016810029747 0.0053125319536775359 0.0018488886416889729 0.0011261500185355546 0.0012745757703669371 0.0027679565828293566 0.00057154725072905432 0.0016331639490090313 0.00899649551138282 0.0016846025246195497 0.0013986918493174019 0.0035485138650983576 0.00047558375808876013 0.0070226341485977182 0.035692447796463973 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 8 6 -6 7 -2 -4 10 -5 -12 14 -10 27 16 22 19 -19 -18 -21 -20 24 -24 -16 -26 -25 28 -1 -30
right_child=1 -3 3 9 5 -7 -8 -9 13 -11 11 -13 -14 -15 15 -17 17 18 21 20 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=-0.00014129116622760613 -0.0032922351779918271 0.002197315641686693 0.00062795844374349374 0.001483529897510051 -0.00400645523671789 0.0014955519668903726 0.0042843221523960369 0.002519947311584783 -0.0048388069682417283 0.0030055309668459095 -0.006761703802237006 -0.00057394838744130063 0.0029212944345586105 -0.00053946598130319001 0.0024037823248546034 -0.0052202960986362833 -0.0014792962407754035 -0.0072671366567521409 -0.0061080850102134786 0.0060872611377601697 0.00020406308891429581 -0.0010104840628807918 0.00476359111703753 -0.00082582710275223847 -0.0083976566120642204 -0.0013176528011952309 0.0014929030431361716 0.00084934492105872249 0.0016701404119843532 -0.002631281742297405
leaf_weight=4754.4120213985443 45.129753351211548 85.214119434356689 39.07568883895874 77.210882663726807 96.427875280380249 53.247294187545776 82.530999898910522 61.090105056762695 172.30922889709473 59.828758239746094 34.282971143722534 62.144904136657715 78.105255842208862 41.919234275817871 50.243322849273682 45.817578792572021 281.69348454475403 50.2894446849823 46.918499708175659 45.611031055450439 161.78329849243164 261.2612669467926 71.523791790008545 323.79520511627197 34.12254524230957 87.209413528442383 459.16040372848511 1336.1134378910065 496.33304214477539 65.194997310638428
leaf_count=2542 29 38 22 31 50 21 32 32 102 27 20 30 33 24 23 24 157 34 33 17 85 144 27 140 24 49 179 560 212 39
internal_value=0 -0.000621111 -0.000912156 -0.00165368 0.000154408 -0.0020491 0.00190174 5.05187e-05 -0.00328399 0.000115145 -0.000880763 -0.00277388 6.5375e-05 -0.00399753 3.93512e-05 -0.00040802 -0.00029034 -0.00120593 -0.00255543 -0.000216828 0.00149792 -0.00178656 0.000465965 0.000888018 -0.00163594 -0.00330878 0.000533981 0.000168439 -2.70074e-06 0.00117073
internal_weight=0 910.412 825.198 486.772 338.426 149.675 188.751 106.22 253.304 233.468 173.639 96.4279 8649.59 214.228 8571.48 1919.43 1873.61 847.557 358.469 489.088 207.394 308.18 1026.05 854.479 171.575 121.332 782.956 6652.05 5315.94 561.528
internal_count=4780 458 420 256 164 71 93 61 148 108 81 50 4322 126 4289 936 912 470 211 259 102 177 442 346 96 73 319 3353 2793 251
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=31
num_cat=0
split_feature=70 146 58 101 87 143 84 39 82 34 0 38 9 22 29 77 33 34 66 17 119 109 104 38 92 50 136 135 33 11
split_gain=0.149092 0.475229 0.34687 0.387957 0.442849 0.771682 0.434648 0.409823 0.394211 0.528112 0.323919 0.56297 0.405767 0.625723 0.539673 0.39528 0.410379 0.397958 0.369647 0.348844 0.472686 0.304511 0.346696 0.463991 0.401464 0.304755 0.301794 0.452256 0.301739 0.959143
threshold=0.0010918468469753864 0.00017767510871635753 0.0011615398107096555 0.0030382014811038975 0.0011615398107096555 0.00899649551138282 0.0011261500185355546 0.00747153488919139 0.0012357163941487672 0.04273676127195359 0.0038949446752667431 0.0017376682371832433 0.00068727668258361529 0.0014427106943912806 0.0020292587578296666 0.0023699469165876512 0.0046923852059990176 0.032603342086076743 0.00082683752407319855 0.00066645268816500913 0.00062670491752214741 0.011519505176693203 0.0079489401541650313 0.00093549740267917525 0.00068727668258361529 0.028884131461381916 0.000490355829242617 0.00017767510871635753 0.057509137317538268 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 -2 3 8 6 -6 7 -5 9 26 11 12 -4 14 -14 21 19 18 -18 20 -17 25 23 -23 -24 -12 27 -3 29 -1
right_child=1 2 10 4 5 -7 -8 -9 -10 -11 15 -13 13 -15 -16 16 17 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00018457737627549262 -0.0042782167761626286 -0.00072538083886320782 0.0001871670611314015 -0.002597264462768303 0.0092518988126724499 0.00082354284413277369 0.0050831151383942154 0.0037317120449710875 -0.0020931061547194347 0.0064472408872134433 -0.0027943839229470661 -0.00209557487655476 -0.0020517229180034642 -0.0012923607244772458 0.003376398100164209 -0.00026619413532616426 0.0027289788898806713 -0.0029499990470896673 -0.00071943371256396856 -0.0019074920411768035 0.0054106966380094929 -1.9996386334949176e-05 0.00071415795534387333 0.0053055185590387671 -0.003182845430207277 0.00056605182939132562 -0.0021788644268239438 0.0030573833592278834 -0.0044338163118288771 -0.0015548309387597571
leaf_weight=4149.9961891174316 58.086133718490601 150.6156644821167 750.53156733512878 79.045750856399536 56.618239164352417 52.192495107650757 48.45457649230957 37.814342021942139 120.80455923080444 42.240086078643799 329.3920533657074 170.474360704422 51.504669666290283 118.80926513671875 412.70112133026123 228.92746806144714 321.52518105506897 47.078925609588623 102.48193979263306 263.78396058082581 43.661858797073364 247.89179110527039 110.96645426750183 48.98197603225708 163.41161894798279 84.847145795822144 79.940124034881592 166.2090425491333 41.391834735870361 979.61946129798889
leaf_count=2036 34 84 362 46 22 23 19 17 74 16 207 87 28 63 171 124 148 29 57 154 17 125 52 18 93 35 48 84 25 482
internal_value=0 0.000214325 0.000274579 0.00119089 0.00273203 0.00520913 0.00110159 -0.000549293 0.000436233 0.00113225 5.60628e-05 0.000610004 0.000955872 0.00194545 0.00277414 -0.00036198 0.000334465 0.00141126 0.0018955 -0.000611261 0.000643099 -0.00107395 -0.000325511 0.000858674 -0.00160678 -0.00210608 0.000566412 0.00125909 -0.000181913 -0.000147603
internal_weight=0 4388.99 4330.91 833.935 274.125 108.811 165.315 116.86 559.809 439.005 3496.97 1504.02 1333.55 583.015 464.206 1992.95 1007.46 471.086 424.007 536.373 272.589 985.491 571.252 296.874 274.378 414.239 396.765 316.825 5171.01 5129.62
internal_count=4780 2237 2203 433 127 45 82 63 306 232 1770 711 624 262 199 1059 529 234 205 295 141 530 288 143 145 242 216 168 2543 2518
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=31
num_cat=0
split_feature=136 70 11 89 140 30 9 131 125 95 42 121 113 149 106 117 44 71 89 120 136 73 44 1 58 34 121 146 7 141
split_gain=0.149158 0.146299 0.942185 0.444999 0.387916 0.552574 0.438292 0.407311 0.503816 0.336836 0.422329 0.383791 0.38179 0.499985 0.731868 0.697072 0.555034 0.53547 0.507333 0.452044 0.36977 0.334197 0.340204 0.330631 0.328637 0.508517 0.375823 0.44828 0.557057 0.552328
threshold=0.013032016810029747 0.0010918468469753864 0.0087224207818508166 0.00038414125447161501 0.0068083447404205808 0.00050559637020342063 0.0012357163941487672 0.0005893622583243997 0.0011980500421486797 0.011169348377734424 0.0035485138650983576 0.00046126570669002836 0.0016846025246195497 0.0010263677686452868 0.013439828064292671 0.00747153488919139 0.0038949446752667431 0.0022975050378590827 0.00062670491752214741 0.00060774214216507982 0.0015349716995842757 0.0063990866765379914 0.0010918468469753864 0.0032328735105693345 0.0011615398107096555 0.04273676127195359 0.00039601318712811922 0.0051502294372767219 0.0020292587578296666 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 7 -7 8 -6 12 -11 -12 13 16 17 -16 18 -15 -1 20 -14 22 -5 -24 25 -3 -26 -28 29 -29
right_child=-2 24 3 21 5 6 -8 -9 -10 10 11 -13 19 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=0.0010287128454513682 0.0019409906436919093 0.00076413945075107887 -0.0050146852290221524 0.0034019181596117707 -0.0012356887696906476 -0.0060711577107612213 0.00023388408057310988 -0.0028679665841529877 0.0038383866647455343 -0.0026965474594157776 0.0036762006333430335 -0.0021981068421169296 -0.000655666894257815 0.004776521195238634 0.00061181431079383925 -0.0072184225486487249 -0.0027532234946713269 0.0014021440232537541 -0.00096003689989565847 0.0020024179585349292 -0.0048583960988140083 -0.0022229849263175031 -0.0030161539110993515 0.0017002161414900693 -0.00090879663929343711 0.0058528548142127036 0.001043328168680222 -0.00574075106657155 0.00093482394022542572 -0.00072525620275734257
leaf_weight=925.38555026054382 97.96395206451416 788.69082260131836 117.4336142539978 86.268918514251709 131.5129759311676 105.69245886802673 37.286942481994629 135.29701638221741 77.89870810508728 216.81933903694153 62.832729578018188 49.876349210739136 945.74958562850952 137.24618864059448 78.999629020690918 44.395806074142456 161.62287259101868 819.9678213596344 490.74019598960876 156.37093758583069 55.403014183044434 134.28833913803101 70.882088184356689 78.105255842208862 887.48096561431885 52.352921009063721 1111.4532890319824 58.61353325843811 578.81992125511169 864.54811477661133
leaf_count=437 36 419 73 36 50 62 18 65 26 110 25 20 476 65 35 23 89 356 315 62 28 78 43 33 483 19 524 33 318 423
internal_value=0 -2.00958e-05 -0.000201148 -0.00159995 -0.00243485 -0.00181363 -0.00442689 -0.000729692 0.000651808 0.000127737 -0.00140598 0.00107669 0.000260185 0.000590207 0.00141877 -0.00220539 2.27181e-05 0.00188597 0.000339537 -0.000497741 -0.000888243 -0.000232818 0.000903204 -0.00054364 0.000193402 0.0010809 -1.9806e-05 0.000282081 -0.000281235 -0.0010437
internal_weight=0 9462.04 5120.08 974.666 605.122 487.688 142.979 344.709 209.412 4145.41 329.528 112.709 3815.88 2658.36 1080.61 123.395 1577.75 957.214 1416.13 1157.52 1001.15 369.545 235.256 148.987 4341.96 841.044 3500.92 2613.43 1501.98 923.162
internal_count=4780 4744 2525 484 294 221 80 141 76 2041 155 45 1886 1320 479 58 841 421 752 566 504 190 112 76 2219 438 1781 1298 774 456
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=31
num_cat=0
split_feature=103 51 79 91 117 142 109 102 79 102 78 122 127 124 88 79 95 37 71 109 140 110 84 50 48 78 118 93 71 129
split_gain=0.154381 0.287982 0.37851 0.416675 0.354887 0.336546 0.282058 0.372632 0.408951 0.32748 0.290424 0.249814 0.435129 0.364713 0.34888 0.386948 0.465206 0.347997 0.334095 0.321861 0.280985 0.19967 0.383034 0.276707 0.258306 0.32121 0.480095 0.541989 0.421342 0.411813
threshold=0.00050559637020342063 0.0022975050378590827 0.0058306583669036635 0.0018488886416889729 0.022641776129603389 0.011519505176693203 0.00066645268816500913 0.0010918468469753864 0.00055427959887310873 0.00082683752407319855 0.0019071503775194289 0.0015349716995842757 0.0036604277556762104 0.00087947337306104611 0.0014881226234138014 0.0033348383149132137 0.00099512818269431613 0.0020932231564074759 0.015200819820165636 0.0026012937305495147 0.0068083447404205808 0.13479631394147876 0.00244467705488205 0.0033348383149132137 0.0022272822679951791 0.0019071503775194289 0.00075379351619631063 0.0070226341485977182 0.045367386192083366 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 4 -4 6 -6 -2 9 -9 -8 -10 13 17 14 15 16 19 -13 -15 -3 -18 24 23 -23 25 26 -1 -28 -27 -30
right_child=1 11 3 -5 5 -7 7 8 10 -11 -12 12 -14 18 -16 -17 20 -19 -20 -21 -22 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=3.279278625489399e-05 -0.0047060797152614579 0.0010103310361937489 0.0066826733659797249 0.00039171713422154548 0.0029127224213187277 -0.001290345137206566 -0.00014550403068437607 -0.0069396841199584995 0.0011427591723468149 0.0039144823820971867 -0.0029645198320428726 0.001008089606272311 0.0050345454064483937 -0.0013837593572983784 0.004126786545486952 -0.0039862161600144599 0.0041110528162070607 -0.0042801578165792492 -0.0044581672690926716 -0.0039794983652760461 5.5778467891138513e-05 -0.0025739061674623569 0.004836453685074989 0.0024373590449415397 -0.0023602311160127874 0.00011791975932369563 -0.00087088350763102253 -0.0046798428811957813 0.0020473347170323866 -0.00047451279798006165
leaf_weight=1606.0437066555023 41.758808374404907 50.243322849273682 45.08363151550293 63.245825052261353 151.73864579200745 69.414193630218506 315.88421201705933 36.599117040634155 77.944829940795898 58.934385061264038 96.107023477554321 98.377047538757324 43.661858797073364 247.29620933532715 39.236114740371704 77.463552236557007 70.102019071578979 45.496726989746094 137.49885821342468 90.580358505249023 109.33813381195068 53.981241464614868 64.414928197860718 56.251265525817871 108.3755784034729 4318.8001096248627 453.81822609901428 117.59404015541077 591.88860464096069 222.82728171348572
leaf_count=743 28 23 18 39 56 31 155 23 37 25 58 50 17 152 18 49 26 32 83 50 44 27 22 19 68 2274 215 69 223 106
internal_value=0 -0.000394894 0.000226659 0.00300983 -0.000128723 0.00159349 -0.000735953 -0.000452782 -0.00213541 0.000492866 -0.00112518 -0.000984066 0.00066258 -0.00135985 -0.000371376 -0.000815123 -4.81172e-05 -0.000664195 -0.00248234 -0.00219922 0.00164006 0.000102234 0.0017733 -1.66749e-05 6.2898e-05 9.88177e-05 -0.000410055 -0.00165475 0.000314664 0.0013576
internal_weight=0 1966 956.711 108.329 848.381 221.153 627.228 585.47 210.651 374.819 174.052 1009.29 187.536 821.759 436.964 397.727 320.264 143.874 384.795 140.824 179.44 7593.99 174.647 110.233 7419.35 7310.97 2177.46 571.412 5133.52 814.716
internal_count=4780 1014 470 57 413 87 326 298 118 180 95 544 99 445 210 192 143 82 235 73 70 3766 68 46 3698 3630 1027 284 2603 329
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=31
num_cat=0
split_feature=112 50 63 71 94 68 61 100 11 88 123 28 143 108 112 141 117 44 71 108 18 145 135 128 5 12 47 72 83 3
split_gain=0.151294 0.477258 0.281437 0.440959 0.336757 0.319314 0.425463 0.265549 0.252701 0.337933 0.363103 0.310605 0.247274 0.243013 0.184742 0.359922 0.587097 0.640853 0.672082 0.564527 0.450158 0.427617 0.384837 0.382269 0.346083 0.232413 0.50464 0.468536 0.605323 0.352778
threshold=0.0062037324532866487 0.12767273932695392 0.00073092587990686308 0.030689206905663017 0.0048403022810816774 0.015675474889576439 0.00017767510871635753 0.0049928687512874612 0.0014427106943912806 0.00017767510871635753 0.00043393640953581786 0.00066645268816500913 0.002945306478068233 0.011169348377734424 0.0016846025246195497 0.016668972559273246 0.0027679565828293566 0.0013146653072908523 0.045367386192083366 0.0044099434744566688 0.0045489775948226461 0.00080172589514404546 0.00075379351619631063 0.0005375427135732026 0.00043393640953581786 0.012636432424187662 0.019431582652032379 0.0012357163941487672 0.0046923852059990176 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 8 5 6 -2 -8 11 13 -11 -4 -5 -10 25 16 24 18 23 21 22 -19 -21 -18 -16 29 27 28 -27 -1
right_child=1 -3 3 12 -6 -7 7 -9 9 10 -12 -13 -14 -15 15 -17 17 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.6909515681947821e-05 0.0017527769673199832 -0.0057432092680336473 -0.0054040279258202916 -0.0017158809110119884 0.0045621488152313081 0.0025139621079449176 -0.0063208433311385918 -0.00066563810709568949 0.0046022233435455157 -0.0042699194950553861 0.0010929918429141126 0.00083177561147833735 -0.006838729870879811 7.2784929453215076e-05 -0.0055172939776884297 -0.0027159010904874263 0.0075137535294799206 -0.0012075430533813193 -0.001127336535242174 0.0026368172565471876 -0.0045519688826347526 0.0034983809057032422 -0.00084139661259056931 0.0027839883919227679 -0.00017209392923332479 -0.00039561593811227134 0.0047169191952874112 -1.3141324200930367e-06 0.0078385602913358474 -0.00085539119415833106
leaf_weight=5303.7336850166321 62.672303676605225 43.868406534194946 46.551526069641113 48.661124229431152 50.403748750686646 83.585798978805542 44.762779712677002 38.708715200424194 61.043983221054077 57.031334638595581 70.675540447235107 34.970796585083008 45.657152891159058 57.512612342834473 50.81684422492981 74.413459062576294 86.589770317077637 63.039277315139771 56.090839624404907 109.70510745048523 59.347480535507202 206.08686089515686 289.07707810401917 84.319746255874634 74.940858602523804 43.707980632781982 71.890765428543091 833.20293378829956 45.611031055450439 1361.3203148841858
leaf_count=2502 29 24 30 26 19 30 26 19 21 36 36 15 28 24 33 40 28 32 23 47 39 86 143 36 39 28 30 512 17 782
internal_value=0 -0.000683653 -0.000367585 -0.00118302 0.000861115 4.90907e-05 -0.00136067 -0.00369832 -0.000316137 0.000482624 -0.00130198 -0.00272904 -0.00419573 0.00240496 5.7872e-05 0.000647509 0.000879249 0.00130245 0.0036217 0.000578536 -0.000489172 0.00239608 0.000115461 0.00518028 -0.00233201 -3.09975e-05 0.000682052 0.000367621 0.00380919 -0.000137383
internal_weight=0 746.106 702.237 422.104 280.133 229.73 146.144 83.4715 327.786 246.263 127.707 81.5223 94.3183 118.557 8813.89 1154.43 1080.01 954.256 227 727.256 458.13 269.126 398.782 170.91 125.758 7659.47 994.413 922.522 89.319 6665.05
internal_count=4780 363 339 216 123 104 74 45 162 117 72 45 54 45 4417 546 506 434 87 347 229 118 190 64 72 3871 587 557 45 3284
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=31
num_cat=0
split_feature=12 125 58 124 72 45 54 99 4 53 34 142 121 4 19 1 88 70 116 112 77 100 99 78 112 146 110 133 101 72
split_gain=0.144767 0.361333 0.421867 0.386425 0.568082 0.56354 0.482504 0.425811 0.574519 0.483807 0.506307 0.420102 0.389176 0.377644 0.371766 0.467965 0.322335 0.35334 0.482829 0.636487 0.579439 0.459563 0.453775 0.392475 0.315669 0.508524 0.372482 0.306545 0.510372 0.376142
threshold=0.00050559637020342063 0.0079489401541650313 0.0031340263085439806 0.000490355829242617 0.00017767510871635753 0.00747153488919139 0.0053125319536775359 0.0046923852059990176 0.00068727668258361529 0.00017767510871635753 0.0015833032084628942 0.0070226341485977182 0.0042751494329422721 0.00087947337306104611 0.00046126570669002836 0.016164712607860569 0.0012745757703669371 0.0016331639490090313 0.00017767510871635753 0.00244467705488205 0.00096484774257987748 0.00099512818269431613 0.00060774214216507982 0.0042751494329422721 0.0013146653072908523 0.0051502294372767219 0.0019071503775194289 0.00055427959887310873 0.0014881226234138014 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 13 6 11 8 9 -1 -11 -6 -9 -5 -3 -16 17 18 20 23 21 -4 -19 -20 25 -24 -26 28 -2 -29
right_child=27 14 16 4 5 -7 -8 12 -10 10 -12 -13 -14 -15 15 -17 -18 22 19 -21 -22 -23 24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.0017341291798066046 -0.0020439019540499695 -0.0054035689267408473 0.0053648897456875025 -0.007762392854179373 -0.0039718710583592463 -0.0032031188223458035 0.0051136685799740905 0.0016362788983075316 -0.00083531148268866479 0.0053133823803851142 0.001070293960728315 0.0023490943551504099 0.006007362941040359 -0.0010202648778800478 -0.0016445920233434564 0.0038122723098750278 -0.0043039998188425434 -0.0017279706933382142 -0.0016776997473086392 -0.005192255546848999 -0.0031433086287514901 -6.1147425757524982e-05 0.0021410963047997981 0.001711661609677782 0.0055120089449680332 -0.0018483495764744897 0.00065304510313431271 0.0018554688818486265 0.0023537775199699278 0.00013880629355148691
leaf_weight=71.936887264251709 331.45552968978882 55.609561920166016 75.949535846710205 42.286207914352417 44.235380172729492 79.366602659225464 69.57461953163147 179.07317924499512 389.10450649261475 121.03316736221313 167.74511933326721 64.781901836395264 71.156818151473999 40.818313360214233 354.27207541465759 44.189258337020874 56.664361000061035 179.37197065353394 485.37195587158203 112.06737518310547 61.777930498123169 80.26097583770752 175.17483472824097 103.65104293823242 77.89870810508728 146.83162403106689 79.894002199172974 339.22815728187561 82.370573997497559 5376.8476796150208
leaf_count=41 192 35 26 27 27 38 27 67 164 44 70 25 24 15 182 16 33 96 218 61 27 40 67 40 26 69 37 144 36 2866
internal_value=0 -0.000260105 -5.96518e-05 0.000597634 -0.000855693 0.000302539 0.00186046 0.00109328 0.000497267 0.00193472 0.00284866 -0.000215731 0.00287927 -0.00445087 -0.0015739 -0.00103943 -0.00059882 -0.000465792 -0.00109937 -0.0017384 0.000955858 0.00257699 0.000417605 -0.00108127 0.00121972 0.00032195 0.00305181 0.000145547 -0.00116856 0.000240684
internal_weight=0 3430.1 2976.03 1341.11 341.063 257.959 178.592 1000.05 749.82 360.715 288.778 109.017 250.23 83.1045 454.071 398.461 1634.91 1578.25 919.079 701.09 217.988 156.211 659.171 589.023 479.799 322.006 157.793 6129.9 413.826 5716.08
internal_count=4780 1542 1309 569 159 117 79 410 319 155 114 52 91 42 233 198 740 707 412 319 93 66 295 258 199 136 63 3238 228 3010
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=31
num_cat=0
split_feature=29 129 77 110 29 24 50 17 4 11 109 80 32 143 106 112 50 63 39 118 25 78 105 107 22 112 99 7 3 48
split_gain=0.144865 0.38323 0.312024 0.290074 0.265562 0.57196 0.483458 0.398199 0.44236 0.418322 0.401876 0.298029 0.573028 0.213074 0.203527 0.178713 0.676564 0.596074 0.550476 0.350422 0.34406 0.317482 0.281561 0.33731 0.217092 0.249503 0.658985 0.488934 0.290751 0.238942
threshold=0.074787221848964705 0.0011261500185355546 0.001792412775103003 0.0016846025246195497 0.034632634371519096 0.0063990866765379914 0.00047558375808876013 0.0033348383149132137 0.00046126570669002836 0.0035485138650983576 0.010500331409275534 0.015200819820165636 0.0010918468469753864 0.0079489401541650313 0.011519505176693203 0.0048403022810816774 0.12767273932695392 0.00073092587990686308 0.0010918468469753864 0.00085274505545385193 0.0017376682371832433 0.0036604277556762104 0.00042089859198313212 0.020035739988088611 0.0060143163427710542 0.0033348383149132137 0.0030382014811038975 0.0012357163941487672 0.00073092587990686308 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 15 6 -6 8 -8 14 -11 12 -7 -5 -10 24 17 20 -19 21 22 -20 23 -17 25 29 28 -28 -27 -1
right_child=1 -3 -4 13 5 11 7 -9 9 10 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00011462321904050161 -0.001639023298858385 -0.0028986949079119425 0.0039901992039886357 0.0043133158964978003 -0.0049002869806086006 -0.010205207605079966 -0.0031465490289546306 -0.0029830572181122109 0.001573173769884929 0.0067463625447533211 0.0016474170281870573 -0.00052059255309420602 -0.0022600843187800608 0.00014918908447370848 -0.0028014244106765972 -0.0011376895646275974 -0.007175438816653135 -0.0045812945184424778 0.0027831420978915284 -0.0022296780313601642 -0.0021635975977585841 -0.0017806159541467052 0.0052062077097203598 0.0041259537439398463 -0.0018825203527291926 0.00087712145078478777 0.0014646567712732149 0.0078065988564736417 -0.0040470126840569803 -0.0022773048881155993
leaf_weight=7417.514680147171 86.796318054199219 54.141667366027832 98.124377965927124 58.727837324142456 48.661124229431152 38.020889759063721 51.137696027755737 72.097313165664673 55.196466445922852 60.149610042572021 108.07678699493408 45.08363151550293 56.297387361526489 64.414928197860718 51.298121929168701 69.253767728805542 38.54828929901123 107.48120522499084 105.96718883514404 144.24074816703796 47.606325149536133 59.507906436920166 66.731074094772339 54.302093267440796 135.87053775787354 91.428609848022461 67.625447273254395 55.196466445922852 44.602353811264038 105.89900660514832
leaf_count=3768 35 23 32 18 26 24 25 37 21 19 39 18 30 22 21 35 23 66 43 85 28 35 25 19 75 41 27 21 30 69
internal_value=0 0.000980815 0.00166263 0.000574741 -3.86241e-05 -0.00106854 -0.000195843 0.000379406 0.00112336 0.00191818 0.00347055 -0.0038645 -0.00546286 0.0021351 -0.000534057 3.14603e-05 -0.000738107 -0.000359308 -0.00149822 -0.000428294 0.00163802 0.00114193 0.00258911 0.00117565 9.88753e-05 0.000133469 0.00165976 0.00431474 -0.000737423 8.09546e-05
internal_weight=0 362.205 308.063 209.939 9197.79 586.019 446.617 397.956 325.859 274.721 168.226 139.402 94.3183 123.143 106.495 8611.78 693.639 655.09 417.197 309.716 237.893 165.475 190.287 123.556 7918.14 7782.27 258.853 122.822 136.031 7523.41
internal_count=4780 130 107 75 4650 260 188 162 125 100 58 72 54 40 42 4390 359 336 229 163 107 78 79 54 4031 3956 119 48 71 3837
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=31
num_cat=0
split_feature=36 103 51 1 142 19 135 69 124 88 79 17 141 141 111 117 142 141 78 0 87 73 78 147 7 11 53 58 70 148
split_gain=0.139218 0.156116 0.25486 0.348443 0.357431 0.329399 0.421346 0.283946 0.356712 0.490714 0.392484 0.345682 0.341317 0.373713 0.346204 0.305685 0.265349 0.445998 0.638683 0.366417 0.271654 0.379637 0.236829 0.51648 0.471638 0.442224 0.447913 0.430653 0.508213 0.590823
threshold=0.047455845400691039 0.00050559637020342063 0.0022975050378590827 0.0037758676335215573 0.013439828064292671 0.0063990866765379914 0.0020932231564074759 0.00039601318712811922 0.00087947337306104611 0.0012745757703669371 0.0038949446752667431 0.0013986918493174019 0.0066005610860884198 0.010829726699739696 0.0013560238294303419 0.027182282879948619 0.0044099434744566688 0.0026833302108570938 0.0036604277556762104 0.00087947337306104611 0.00062670491752214741 0.0012357163941487672 0.0019071503775194289 0.00068727668258361529 0.0022975050378590827 0.0087224207818508166 0.030689206905663017 0.011519505176693203 0.0010918468469753864 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 16 5 6 -5 -4 9 10 11 -9 14 -14 15 -10 -3 18 19 -18 -19 -22 23 27 25 -25 -27 -1 29 -29
right_child=-2 2 7 4 -6 -7 -8 8 12 -11 -12 -13 13 -15 -16 -17 17 20 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0008792422177038786 -0.0018897748050480702 -0.001385536918037494 -0.0030260799917819436 0.0016406896639068131 -0.0018653532418864761 0.00021719188490510683 0.0077589518566629464 0.002505450075097026 -0.002056076184021309 0.0050205995633742923 -0.0036647483367886501 -0.00094203090728938615 0.0035842285169218092 -0.0022785329421025247 0.0027630744420477486 -0.0059991965548007627 0.0011543936190200937 0.00092032743731122908 -0.0027974173828259879 0.0059772503306320304 -0.0058799679029625709 0.00015064793484110368 0.00030974778513027218 -0.001414301021122685 0.00071380559751636449 -0.0090697707351966445 -0.0014761256263917469 -0.0043334580316570078 0.00091155386511722737 0.0016976904829497548
leaf_weight=976.98046255111694 96.473997116088867 327.51106333732605 139.44803047180176 58.406985521316528 49.715923309326172 69.781167268753052 54.302093267440796 131.5129759311676 257.08819246292114 51.825521469116211 66.089370489120483 162.63154983520508 58.934385061264038 50.449870586395264 30.545052528381348 60.769253253936768 74.894736766815186 81.843174457550049 49.922471046447754 83.058399438858032 53.293416023254395 51.137696027755737 5204.8793618679047 619.54599094390869 238.8798770904541 40.337035655975342 37.447368383407593 154.8809826374054 172.37741112709045 55.036040544509888
leaf_count=402 61 181 83 26 24 34 19 50 163 20 41 76 25 30 16 40 28 37 31 31 32 25 2634 311 131 27 14 87 76 25
internal_value=0 1.92649e-05 -0.000377681 0.000208333 0.00189303 0.00291693 0.00458841 -0.000931512 -0.000595725 0.000471509 -0.000182952 0.000599349 -0.00155636 0.000880224 -0.00232134 -0.00280994 -0.000333745 0.00054022 0.00213236 0.00369045 -0.00123655 -0.0029269 0.000123162 -0.000299909 -0.00120361 -0.00186045 -0.005414 0.000322523 -0.00110021 -0.00275221
internal_weight=0 9463.53 1963.16 953.867 232.206 182.49 112.709 1009.29 869.846 412.059 360.234 294.145 457.787 109.384 348.402 317.857 721.661 394.15 207.876 157.953 186.274 104.431 7500.36 2295.49 936.21 697.33 77.7844 1359.27 382.294 209.917
internal_count=4780 4719 1012 468 103 79 45 544 461 187 167 126 274 55 219 203 365 184 90 59 94 57 3707 1073 483 352 41 590 188 112
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=31
num_cat=0
split_feature=95 102 143 110 124 60 113 11 102 28 20 9 95 36 50 70 22 81 85 87 101 77 25 88 135 43 92 40 87 14
split_gain=0.135194 0.29444 0.39024 0.417321 0.512809 0.468022 0.491682 0.380126 0.36694 0.333182 0.256564 0.191372 0.189306 0.311658 0.390258 0.538293 0.676671 0.555757 0.539894 0.504342 0.413652 0.398703 0.472903 0.389678 0.481289 0.366273 0.427146 0.420328 0.516815 0.414837
threshold=0.00899649551138282 0.0036604277556762104 0.00057154725072905432 0.0058306583669036635 0.028884131461381916 0.0084566329605877417 0.00042089859198313212 0.0062037324532866487 0.0012357163941487672 0.00052132029668428015 0.00038414125447161501 0.00080172589514404546 0.0014881226234138014 0.00017767510871635753 0.0033348383149132137 0.0012357163941487672 0.0014427106943912806 0.020658296532928947 0.0016331639490090313 0.023343417793512348 0.0049928687512874612 0.010500331409275534 0.014293605927377941 0.00047558375808876013 0.0023699469165876512 0.0056525857653468856 0.037906534969806678 0.0036604277556762104 0.00062670491752214741 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 5 6 10 -7 -8 -5 -4 -11 -1 23 21 19 17 18 -17 -16 -18 -15 -23 24 -14 26 27 28 -25 -29
right_child=1 -3 3 9 -6 7 8 -9 -10 11 -12 -13 13 14 15 16 20 -19 -20 -21 -22 22 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.00011632626849752318 -0.0043106509259311877 -0.0016131258834536579 -0.0023408861576100707 0.00020456854878721462 0.0051866190728770186 0.00063079276701563972 0.0030166521644794768 -0.006173508308037666 0.00012663146858268319 -0.0068396816941225132 0.0012878824126096927 -0.0018349418890053219 0.00089697779958707632 -0.0019956861167026454 -0.0013857985799667497 0.0024974491381111398 -0.0043969852972510631 0.005713286025235801 -0.0011538602380176083 0.0043091972026331879 0.0010194028163960066 0.0033213949954373047 -0.001993300943341339 -0.0014562396640437727 -0.0018954136579614382 0.0041848769209707698 0.0054430739580240721 -0.0018536204252057157 0.003813681393396 0.0034867592888253884
leaf_weight=4942.3587491512299 49.922471046447754 393.71473789215088 149.46862173080444 73.839937686920166 58.406985521316528 36.392569303512573 245.64382743835449 47.078925609588623 198.65714550018311 40.864435195922852 72.257739067077637 35.865169763565063 615.21048951148987 404.12636423110962 427.2176399230957 339.59513092041016 73.198234081268311 88.745490312576294 144.24074816703796 42.767485618591309 67.99242091178894 91.795583486557007 76.936152696609497 65.882822751998901 205.97255682945251 132.40734910964966 53.774693727493286 181.89466428756714 158.32010984420776 45.450605154037476
leaf_count=2570 31 207 64 30 26 16 96 29 89 26 33 17 249 239 210 147 46 35 85 15 30 44 50 34 101 52 20 106 62 21
internal_value=0 -0.000453542 -7.99049e-07 0.000223681 0.000674085 0.000322432 0.000764756 -0.00320691 0.00172446 -0.00219304 -0.00115832 -0.00450035 7.79512e-05 0.000376561 -7.20389e-05 0.000446403 0.00131159 0.00207607 0.00140892 -0.000867568 -0.00178864 -0.00114335 0.000898067 0.000916701 0.000196579 0.00184398 0.0012306 0.000728943 0.0022651 -0.000785978
internal_weight=0 1402.11 1008.4 958.475 807.906 749.499 666.027 83.4715 444.301 150.57 221.726 76.7296 8157.89 3215.53 1756.62 1183.76 713.772 572.581 483.836 469.985 141.191 572.858 168.732 1458.91 821.183 637.73 505.323 451.548 224.203 227.345
internal_count=4780 664 457 426 353 327 282 45 185 73 97 43 4116 1546 901 568 343 267 232 225 76 333 94 645 350 295 243 223 96 127
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=31
num_cat=0
split_feature=120 4 84 93 35 119 133 40 93 50 0 47 58 0 40 45 92 28 115 39 109 100 21 88 12 80 36 109 149 82
split_gain=0.140916 0.295498 0.2513 0.162402 0.39087 0.446137 0.390638 0.445173 0.370317 0.363534 0.336244 0.333801 0.42472 0.448422 0.406319 0.477808 0.448448 0.265761 0.29422 0.382939 0.264275 0.46932 1.05666 0.77612 0.522645 0.707742 0.306923 0.357853 0.568427 0.398259
threshold=0.0025217677466571335 0.001792412775103003 0.0016846025246195497 0.00096484774257987748 0.016164712607860569 0.0022975050378590827 0.0048403022810816774 0.0041444667149335155 0.0038949446752667431 0.012636432424187662 0.015675474889576439 0.016164712607860569 0.0011615398107096555 0.007706565549597145 0.0056525857653468856 0.014293605927377941 0.0041444667149335155 0.0026012937305495147 0.0038949446752667431 0.00064626874518580746 0.014740333426743748 0.00099512818269431613 0.00099512818269431613 0.00055427959887310873 0.0087224207818508166 0.0072436286136507997 0.0026833302108570938 0.0084566329605877417 0.00042089859198313212 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 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 20 5 10 7 8 -6 -8 11 14 -13 -14 15 -5 -16 18 19 -12 26 24 23 -23 25 -22 27 29 -29 -1
right_child=1 2 -4 4 6 -7 9 -9 -10 -11 17 12 13 -15 16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012868989294108346 -0.0015897907455487319 0.0044726359428922582 0.00040775899942919281 8.5278119146659396e-05 -0.0020002152889322606 0.002680802033026084 -0.0015143192653328137 0.0075678025465889046 0.0038060511000341441 0.0033234223025772214 0.0017269742142209813 0.0015699675423038004 -0.0021134637731129564 0.0015623572931204768 -0.0017252420346235697 0.0025986059166462276 0.00018790869270100764 0.00055948797383819954 -0.0062926384021623032 -0.0035628761124411284 -0.0038345650985635187 0.0020801458349831207 0.00079505081816099289 0.010562324174126746 0.0041226302320827917 0.0010733521121516674 -0.0009170563205682374 -0.0031816949250520754 0.00012764186761080756 -7.4238448733168275e-05
leaf_weight=966.70920276641846 63.933650493621826 76.843909025192261 75.261710405349731 1769.5475692749023 44.235380172729492 117.66222238540649 137.33843231201172 42.767485618591309 72.418164968490601 54.141667366027832 49.348949670791626 119.45096874237061 647.36180210113525 95.166528463363647 636.10392546653748 211.7278299331665 590.78968477249146 70.148140907287598 51.183817863464355 111.53997564315796 146.350346326828 55.036040544509888 514.86220932006836 52.88032054901123 50.770722389221191 147.47332763671875 743.14997482299805 181.68811655044556 453.97865200042725 1210.1291279792786
leaf_count=488 34 28 31 858 27 43 87 15 29 23 21 47 310 45 372 79 299 37 36 62 81 25 236 18 22 53 461 99 211 603
internal_value=0 0.00126247 0.00246134 -2.91892e-05 -0.000231095 -0.000357237 0.00137578 0.00320411 0.0016043 -0.000146431 -0.000439367 -0.000323643 -0.0011972 -0.00164235 -8.89348e-05 0.000353863 -0.000803997 -0.00210832 -0.00299077 -0.00194034 0.000186015 0.00091875 0.00173796 0.00623652 -0.000561792 -0.00137123 -1.33368e-05 0.000225454 -0.000818242 0.000530227
internal_weight=0 216.039 152.106 9343.96 4820.93 4470.03 350.901 159.421 116.654 191.48 4352.37 4070.15 861.979 742.528 3208.17 1981.28 1226.89 282.221 212.073 160.889 4523.03 967.373 622.779 107.916 344.594 293.824 3555.66 2812.51 635.667 2176.84
internal_count=4780 93 59 4687 2390 2209 181 71 56 110 2166 2010 402 355 1608 937 671 156 119 83 2297 435 279 43 156 134 1862 1401 310 1091
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=31
num_cat=0
split_feature=12 8 19 27 102 105 112 68 79 108 65 82 4 53 86 141 10 80 61 77 142 141 144 21 102 69 129 39 0 44
split_gain=0.134765 0.336483 0.439049 0.4407 0.404022 0.382193 0.364856 0.372098 0.504697 0.478155 0.359602 0.498409 0.32544 0.512017 0.339852 0.281492 0.37061 0.321066 0.568337 0.516384 0.437372 0.277409 0.259861 0.39185 0.428549 0.43875 0.917734 0.587496 0.775263 0.40703
threshold=0.00050559637020342063 0.00017767510871635753 0.00046126570669002836 0.0020292587578296666 0.017724351026117805 0.00062670491752214741 0.034632634371519096 0.0023699469165876512 0.0044099434744566688 0.00093549740267917525 0.00038414125447161501 0.002945306478068233 0.0026012937305495147 0.0056525857653468856 0.00040826165059115743 0.0016331639490090313 0.0013986918493174019 0.00050559637020342063 0.0084566329605877417 0.00096484774257987748 0.0014427106943912806 0.0026833302108570938 0.00017767510871635753 0.015675474889576439 0.00062670491752214741 0.00039601318712811922 0.000490355829242617 0.00077738583786413084 0.0020932231564074759 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 15 7 12 9 -9 11 21 13 -4 -14 17 -17 18 19 -1 -19 -3 23 24 25 27 -27 29 -29 -2
right_child=22 2 4 -5 -6 -7 -8 8 -10 -11 -12 -13 14 -15 -16 16 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0053802721624724593 -0.00030122945603744812 0.0028804661916492402 -0.0022299246759983904 -0.005492965204574804 -0.0045391026550010869 -0.0030631134508036801 -0.0037985181662326807 -0.0028315529401768172 -0.0027538029650964646 0.00093353923845904152 -0.0036805295666865615 -0.003762856626845142 0.0018619868834473822 0.0012427322988097095 -0.0027277781112377978 0.0064067165212429002 0.0012563315360694903 0.0052401853845224795 0.0039813475484750767 0.0022909240072648629 0.00012977580001091596 -0.0015681586731328872 -2.8114111268390249e-05 0.0043292197263402428 -0.00013096406297690742 0.0070898508687322302 4.3111492992648821e-05 0.0084837401729140078 3.6423680599774628e-06 -0.0068769095293464552
leaf_weight=74.620006799697876 93.584329843521118 106.65501427650452 479.70892643928528 73.72563362121582 52.926442384719849 54.508641004562378 65.722396850585938 90.006837129592896 114.54394698143005 1335.8607683181763 101.587566614151 65.561970949172974 169.48774385452271 136.30569362640381 52.926442384719849 55.196466445922852 95.120406627655029 64.414928197860718 38.341741561889648 31.072452068328857 119.61139464378357 52.192495107650757 4834.1696591377258 72.94556450843811 794.03300023078918 95.120406627655029 89.846411228179932 41.345712900161743 77.417430400848389 31.439425706863403
leaf_count=47 48 38 262 45 29 26 38 40 60 542 55 42 63 52 29 21 34 22 16 15 43 23 2631 28 383 34 44 14 38 18
internal_value=0 -0.000250959 -0.000463345 -0.00200188 -0.000217102 0.000903747 -0.000123528 -2.19952e-05 0.000439355 0.000695871 -0.00121236 -9.50506e-05 -0.000869616 -0.00146153 0.000769791 0.00135575 0.00314756 0.000534747 -0.00123331 -0.00312502 0.00191858 0.00141878 0.000140429 0.000769235 0.000556863 0.00183069 0.00366694 0.00043748 0.00295587 -0.0019548
internal_weight=0 3430.1 2897.21 399.723 2497.49 532.886 2444.56 2378.84 1540.41 1425.87 325.997 224.409 838.429 616.015 222.414 478.377 150.317 328.061 144.034 105.692 184.026 158.848 6129.9 1295.73 1222.79 428.754 184.967 243.787 118.763 125.024
internal_count=4780 1542 1318 203 1115 224 1086 1048 642 582 158 103 406 314 92 198 55 143 78 62 65 61 3238 607 579 196 78 118 52 66
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=31
num_cat=0
split_feature=42 9 83 44 108 34 140 143 134 19 133 37 58 131 46 92 72 20 46 133 150 148 37 105 99 45 67 77 80 63
split_gain=0.122741 0.355886 0.371948 0.316366 0.668458 0.563145 0.296586 0.22838 0.216936 0.27767 0.210495 0.21835 0.202816 0.763217 0.414936 0.752982 0.868792 0.477982 0.47376 0.63326 0.425524 0.432289 0.382096 0.312741 0.312574 0.310103 0.288689 0.527215 0.435417 0.517302
threshold=0.00017767510871635753 0.0042751494329422721 0.02636832278221846 0.00057154725072905432 0.011169348377734424 0.0030382014811038975 0.0019672545604407792 0.0056525857653468856 0.00017767510871635753 0.004017772153019906 0.0012745757703669371 0.00038414125447161501 0.0011615398107096555 0.000490355829242617 0.01884530205279589 0.00082683752407319855 0.0054799309000372895 0.0022272822679951791 0.0013560238294303419 0.002945306478068233 0.0011615398107096555 0.0045489775948226461 0.007706565549597145 0.0041444667149335155 0.00050559637020342063 0.0014427106943912806 0.00044738779251929378 0.007706565549597145 0.00062670491752214741 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 10 9 -7 -5 -12 13 14 15 17 18 20 19 -17 25 -22 26 -24 -20 -2 -15 28 -28 -30
right_child=12 -3 -4 5 -6 8 -8 -9 -10 -11 11 -13 -14 22 -16 16 -18 -19 24 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00069659154313518536 0.000974971196551632 -0.0040157149336898772 -0.0034904926372621944 -0.0039286050330681619 0.0069921166713510915 -0.0024764733965772102 0.001987525545526502 -0.0037944516933670069 0.0042420599481571225 0.0017914554139209296 -0.0021476489735698183 0.0013796019032822524 -6.8461841313699663e-05 -0.00075572030315885661 -0.0015062057173127891 0.0053053822698717673 -0.0023794265178546208 0.005605217867723741 0.0095509480043397803 -0.0018022837023552272 0.0034329836747577121 -0.0021172379461108139 -0.0039213966758796801 0.0011476385578032169 0.0049870521822677847 -0.0032775621213959241 -0.0011415898059871134 -0.0018609914098400987 0.0065923345307256206 0.0015554744121458865
leaf_weight=260.66568517684937 67.831995010375977 66.983743667602539 82.737547636032104 51.344243764877319 41.712686538696289 57.031334638595581 170.06126523017883 121.85935831069946 45.978004693984985 114.86479878425598 83.311069011688232 92.689956665039062 6412.8507688045502 524.74643611907959 92.322983026504517 78.793081283569336 49.922471046447754 41.712686538696289 55.723865985870361 52.032069206237793 117.13482284545898 50.082896947860718 117.80058789253235 41.024861097335815 114.81867694854736 116.49311923980713 80.307097673416138 118.6949610710144 73.839937686920166 164.62684392929077
leaf_count=171 34 43 39 32 17 36 73 72 20 52 49 46 3145 269 43 28 31 17 20 27 44 27 76 22 41 60 51 78 30 87
internal_value=0 -0.000475318 -0.000264004 -7.20025e-06 0.000948446 -0.00080336 0.000363162 -0.00204794 0.00119142 0.000375451 -0.00111178 -0.000290042 6.75288e-05 0.000512947 0.00165551 0.00204756 0.00372993 0.00054472 0.00474196 0.00247851 -5.57391e-05 0.00177065 -0.000339988 -0.00261206 0.00647828 -0.00171262 3.5045e-05 0.000983573 0.00204274 0.00311511
internal_weight=0 1189.24 1122.26 1039.52 472.44 567.079 430.727 349.205 217.874 171.896 227.345 176.001 8370.76 1957.91 836.869 744.546 351.29 393.256 301.368 130.825 351.543 167.218 1121.04 158.825 170.543 184.325 962.215 437.469 318.774 238.467
internal_count=4780 650 607 568 261 307 244 199 108 88 127 95 4130 985 372 329 147 182 116 55 165 71 613 98 61 94 515 246 168 117
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=31
num_cat=0
split_feature=31 11 89 146 102 77 89 11 71 126 140 80 81 124 133 143 59 95 72 115 18 25 61 113 104 92 58 26 39 8
split_gain=0.123855 0.282913 0.424128 0.253543 0.121841 0.495622 0.571343 0.554036 0.317568 0.260986 0.195757 0.194391 0.190887 0.401807 0.382629 0.566745 0.619507 0.402216 0.397602 0.481612 0.350502 0.290037 0.500388 0.314245 0.286128 0.470091 0.314362 0.558728 0.442685 0.345517
threshold=0.079227816313505187 0.00070876078098081063 0.00038414125447161501 0.0032328735105693345 0.017724351026117805 0.00044738779251929378 0.00017767510871635753 0.027182282879948619 0.0068083447404205808 0.0081988852471113222 0.013860232196748258 0.0014427106943912806 0.010180860292166473 0.013860232196748258 0.0048403022810816774 0.022641776129603389 0.00064626874518580746 0.00066645268816500913 0.024066280573606495 0.0033348383149132137 0.0054799309000372895 0.0060143163427710542 0.0037758676335215573 0.0070226341485977182 0.066585760563611998 0.00082683752407319855 0.0011615398107096555 0.00073092587990686308 0.0019071503775194289 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 12 9 8 10 -7 -6 -8 -10 20 14 15 16 -14 -18 21 -20 24 23 -23 -16 26 -26 27 28 -1 -29
right_child=1 2 3 -5 5 6 7 -9 11 -11 -12 -13 13 -15 18 -17 17 -19 19 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0010742094428503966 0.0027019956742520032 -0.0043079250944112659 0.0035347997601975971 -0.0017932082851435565 -0.00037234655188464401 -0.0018454096809753713 -0.00023530996845448502 0.0054855617196139135 -0.0038013997804353418 0.0043782522807308882 -0.0040062674081099729 -0.0089218149520350846 -0.0029781952974212208 -0.0021921128390810355 -0.0012328777592384536 -0.0022194184125161201 0.0053637105689655351 0.0020309790640032671 -0.0014972022829129359 0.0053704810492182248 -0.0011262924618406658 0.0025854482193092831 -0.0020408585139820323 0.0017694266064259266 -0.0042997798666392145 0.00091257599301863162 -7.7647296727400311e-05 0.0058432506301275477 -0.00076005395777803929 0.00054477153603469807
leaf_weight=975.46844720840454 39.236114740371704 95.052224397659302 38.708715200424194 52.766016483306885 52.559468746185303 109.59080338478088 200.37770962715149 39.763514280319214 41.919234275817871 64.254502296447754 41.552260637283325 33.228172063827515 45.657152891159058 123.12070512771606 522.84338569641113 72.624712705612183 137.36049270629883 265.54864549636841 38.915262937545776 74.206911325454712 670.50120067596436 195.85972189903259 83.311069011688232 104.5915379524231 94.84567666053772 79.527028560638428 4638.967698097229 82.164026260375977 496.28892135620117 49.188523769378662
leaf_count=464 18 60 19 33 26 62 119 17 24 26 21 22 28 77 280 36 50 110 26 33 377 98 49 53 53 34 2225 29 286 25
internal_value=0 -0.00115721 -0.001969 0.000461407 2.79889e-05 -0.000671742 -0.00140115 1.59921e-05 -0.00356205 0.00224076 -0.000882984 -0.00606551 7.46253e-05 0.000556548 0.000776168 0.00187825 0.00254168 0.00316718 0.000212887 0.00300792 -3.85317e-05 -0.000135865 0.00120485 -0.000732403 7.51363e-05 -0.00192255 0.000130942 0.000734543 0.00045568 0.00385909
internal_weight=0 225.763 186.527 91.4747 9334.24 583.246 466.432 281.693 184.738 116.814 241.93 75.1474 8750.99 1664.04 1540.92 521.191 448.566 402.909 1019.73 113.122 7086.95 906.606 279.171 627.435 6416.45 174.373 6242.08 1603.11 1471.76 131.353
internal_count=4780 130 112 52 4650 317 265 157 108 52 140 46 4333 840 763 224 188 160 539 59 3493 480 147 333 3116 87 3029 804 750 54
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=31
num_cat=0
split_feature=93 99 126 35 95 44 96 121 15 142 118 79 71 108 89 94 53 141 76 71 51 97 125 145 142 117 150 15 112 96
split_gain=0.120773 0.340564 0.632967 0.423714 0.421878 0.447616 0.480502 0.44003 0.596928 0.80871 0.446843 0.435636 0.621437 0.585942 0.527466 0.637458 0.396557 0.395411 0.554873 0.385199 0.369097 0.365845 0.351323 0.418183 0.347483 0.477376 0.337287 0.33664 0.389336 0.33475
threshold=0.00096484774257987748 0.00099512818269431613 0.0056525857653468856 0.013439828064292671 0.0058306583669036635 0.024810968898236755 0.00043393640953581786 0.002945306478068233 0.0032328735105693345 0.013439828064292671 0.0014427106943912806 0.00017767510871635753 0.017724351026117805 0.0022975050378590827 0.0005375427135732026 0.0016846025246195497 0.0072436286136507997 0.007706565549597145 0.00017767510871635753 0.015200819820165636 0.00066645268816500913 0.00038414125447161501 0.00052132029668428015 0.0023699469165876512 0.00073092587990686308 0.0031340263085439806 0.0060143163427710542 0.0098710241727530974 0.00082683752407319855 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 5 6 20 21 -9 10 -10 12 -8 -14 16 -16 -13 18 24 -5 -3 29 -7 26 25 -2 -24 -20 -29 -6
right_child=1 4 -4 19 7 22 11 8 9 -11 -12 14 13 -15 15 -17 -18 -19 27 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00018542360123483965 0.0045753144558424988 0.0049110260607386092 -0.004993675573960416 0.00015959058751658205 -0.0069608544353462814 0.0046268443507323179 -0.0073638875281187739 0.0044795291544346546 0.0020425711390416536 -0.0065026733153533195 -0.0033611276328227853 -0.0013242456700744375 -0.0051043057507550301 0.0015502069113177508 0.0044385303663177942 0.00048996538126136696 0.00055736965722760702 -0.0024186916799673001 -0.00093437942200368801 0.0055669647490117101 0.00046071049802616818 -4.2616098010470948e-05 0.00091875014550870803 0.0033403298388657459 -0.0016237041282107412 -0.0018656206718904583 -0.0046421509812064454 -0.0010842159511348793 0.002753818026940824 -0.0022415816920943357
leaf_weight=4577.1697082519531 57.352186441421509 90.327688932418823 82.416695833206177 92.002131223678589 44.762779712677002 101.3348970413208 46.024126529693604 73.839937686920166 156.73791122436523 47.606325149536133 50.610296487808228 570.49583268165588 50.082896947860718 97.43655252456665 137.77358818054199 396.0308837890625 549.94730997085571 288.59580039978027 168.89216208457947 51.298121929168701 96.221327543258667 167.4703893661499 84.15932035446167 110.75990653038025 688.68545460700989 57.719160079956055 40.337035655975342 88.424638509750366 261.44375324249268 234.04103755950928
leaf_count=2320 28 32 47 51 26 37 31 30 65 28 26 319 27 37 64 210 236 155 90 21 43 89 40 45 361 31 27 43 103 118
internal_value=0 -0.000170328 -0.000711302 -0.00051013 0.000145526 0.000476577 0.000197128 -0.000867156 0.000520813 -0.00062571 0.000723617 -4.7033e-05 -0.00229152 -0.000709002 0.000215567 0.00150908 -0.000400692 -0.000741869 -0.000375958 0.0020953 0.00261557 -0.00188975 0.00216555 0.00110537 -0.00119874 0.00134458 -0.000882991 0.00089885 0.00178381 -0.00299927
internal_weight=0 4982.83 1836.83 1754.41 3146 2370.93 2034.34 775.069 328.794 254.955 207.348 1847.79 193.544 147.519 1654.25 533.804 1120.44 1611.11 1322.52 143.3 186.549 446.274 336.591 235.256 803.757 115.071 124.496 518.761 349.868 278.804
internal_count=4780 2460 930 883 1530 1148 999 382 149 119 91 924 95 64 829 274 555 811 656 72 75 233 149 112 420 59 67 236 146 144
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=31
num_cat=0
split_feature=135 69 72 60 53 60 44 85 67 15 71 125 28 129 145 87 17 34 22 97 101 4 25 30 65 19 100 47 26 22
split_gain=0.117484 0.252844 0.269124 0.251912 0.182957 0.18198 0.434175 0.48529 0.571275 0.495917 0.438411 0.404141 0.36169 0.569731 0.345431 0.708125 0.558459 0.583131 0.455611 0.413371 0.341341 0.33509 0.345035 0.326127 0.302004 0.427772 0.69706 0.432246 0.654548 0.524239
threshold=0.035692447796463973 0.00039601318712811922 0.0014881226234138014 0.0054799309000372895 0.0014881226234138014 0.0054799309000372895 0.0044099434744566688 0.002945306478068233 0.00044738779251929378 0.0037758676335215573 0.15819545835256579 0.0056525857653468856 0.00096484774257987748 0.0028552538715302949 0.0012745757703669371 0.00017767510871635753 0.0046923852059990176 0.0030382014811038975 0.00017767510871635753 0.00073092587990686308 0.013860232196748258 0.00039601318712811922 0.0026833302108570938 0.0026833302108570938 0.00068727668258361529 0.034632634371519096 0.0049928687512874612 0.00096484774257987748 0.00055427959887310873 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 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 24 10 8 12 -9 14 23 13 -8 19 18 17 -17 -16 21 -14 -7 -23 -10 25 27 -27 28 29 -1
right_child=1 2 3 -5 -6 6 7 9 11 -11 -12 -13 20 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016139559551470372 -0.0044053461199237264 0.0016307607700102864 0.0024453825454251363 -0.0056643313059937155 -0.0019416075335080601 -0.00036089413604034615 0.0033061084242456532 0.0017954663885569114 0.00092471421495059702 -0.0047281434996730475 -0.0048992666645120853 0.0065201740192013568 -0.0040537553299251515 -0.0027292865267671972 -0.0071568917013070197 -0.0017728259537060976 -0.0032050297227476676 0.0036857565751963863 -0.00049276264964881922 -0.0015667103018153904 0.0015307087090089776 0.0053709857030413907 0.00094668061747645363 0.0057797975920182657 -0.00049031870930629589 -0.0038516522293108278 0.00080367267338736579 8.8411305489627224e-05 0.0055106072859472969 -0.0021096172210977311
leaf_weight=464.9176778793335 45.657152891159058 100.80749750137329 33.915997505187988 31.806399345397949 79.412724494934082 87.209413528442383 162.37888026237488 57.719160079956055 117.70834422111511 58.820080995559692 47.766751050949097 89.272889852523804 63.773224592208862 51.504669666290283 63.612798690795898 77.784404039382935 82.049722194671631 131.87994956970215 42.974033355712891 101.79411435127258 47.927176952362061 99.913124322891235 78.839203119277954 48.98197603225708 2727.9346845149994 166.25516438484192 155.72923398017883 4036.2082498073578 86.796318054199219 118.64883923530579
leaf_count=242 28 38 17 21 49 49 58 31 54 40 24 34 38 28 42 41 44 53 22 62 20 36 39 18 1432 95 78 1945 35 67
internal_value=0 -0.000988188 -0.000353822 -0.00173227 -0.000628709 3.10901e-05 0.000532912 0.00144776 0.00203791 -0.00149715 -0.000251834 0.00380534 0.000648412 0.00185274 3.79524e-05 -0.000982269 0.000292092 0.00166065 -0.00447003 0.00114291 -0.00165764 0.00217999 0.00341963 0.00235138 -6.6726e-05 0.000163068 -0.00160008 0.000283688 0.00145944 0.000856891
internal_weight=0 291.6 245.943 145.135 113.329 9268.4 1511.91 698.086 581.547 116.539 813.824 255.963 325.584 213.884 766.057 398.301 291.714 209.664 106.587 367.756 111.7 265.962 178.752 166.69 7756.49 5028.56 321.984 4706.57 670.363 583.567
internal_count=4780 153 125 87 66 4627 733 321 250 71 412 106 144 86 388 202 138 94 64 186 58 124 75 72 3894 2462 173 2289 344 309
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=31
num_cat=0
split_feature=136 12 133 101 150 19 52 143 27 128 85 72 4 35 72 63 67 11 149 116 8 50 112 102 15 47 141 47 118 63
split_gain=0.126575 0.13539 0.324393 0.472803 0.365332 0.314171 0.487339 0.57011 0.396541 0.374809 0.45317 0.516343 0.473614 0.423025 0.377775 0.366234 0.341962 0.354452 0.330771 0.727114 0.37903 0.585996 0.417951 0.29633 0.284661 0.499775 0.469082 0.325757 0.35069 0.320867
threshold=0.013032016810029747 0.00050559637020342063 0.00055427959887310873 0.0014881226234138014 0.00017767510871635753 0.0016846025246195497 0.012636432424187662 0.016668972559273246 0.010180860292166473 0.00093549740267917525 0.00093549740267917525 0.00082683752407319855 0.00039601318712811922 0.0026833302108570938 0.00244467705488205 0.0013146653072908523 0.0054799309000372895 0.0054799309000372895 0.041476719081401832 0.0026833302108570938 0.0048403022810816774 0.021960759535431865 0.0021592099219560628 0.00096484774257987748 0.00017767510871635753 0.0005375427135732026 0.0020932231564074759 0.0005375427135732026 0.00085274505545385193 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 -3 6 9 8 23 13 12 -12 -11 14 -4 -15 18 -18 20 -20 22 -22 -7 -8 27 26 29 28 -1 -26
right_child=-2 2 5 -5 -6 16 7 -9 -10 10 11 -13 -14 15 -16 -17 17 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0062528869291592808 0.001788026220204483 -0.00045182793471573051 0.0016095078076548402 0.002389113120262363 -0.0038251795439997781 -0.0011213443402712192 0.0047414001683040476 -0.0012006362399477784 0.006639626692855405 0.00064015925820828327 0.0037696409915615944 0.00017715754737865851 -0.0028221352409948317 0.0021990255475282604 0.0060224483428412776 -0.002555613418419346 0.00064072450379984262 0.0053198958063964061 0.0046411032746658436 -0.0028914463643242988 0.00068568353201906409 -0.001777089945828491 0.0010090000085624369 -0.0003320836241869254 0.0064028655767866347 -0.00033398246611499819 -0.0014634138946305773 0.00098767104068998141 -0.00017401807749711426 0.0016431840980251937
leaf_weight=64.140198230743408 97.96395206451416 165.56733894348145 123.02846145629883 72.257739067077637 155.77535581588745 1442.2911765575409 56.251265525817871 69.253767728805542 85.534971237182617 170.31393480300903 115.55262422561646 744.11253023147583 235.14195847511292 84.68671989440918 80.054428100585938 77.623978137969971 141.92460227012634 56.618239164352417 97.96395206451416 47.606325149536133 1428.1195712089539 290.70539855957031 273.96497774124146 58.934385061264038 64.414928197860718 3035.2140748500824 60.562705516815186 48.133724689483643 37.653916120529175 78.632655382156372
leaf_count=41 36 100 55 33 89 780 19 35 30 91 47 437 127 39 33 45 82 22 36 28 781 151 131 25 22 1352 33 27 21 32
internal_value=0 -1.85121e-05 0.000122767 -0.00126536 -0.00208711 0.000218964 0.000743358 0.00271104 0.00406066 0.000417557 1.01514e-05 0.000660044 -0.00136778 0.00182814 0.00334907 -7.48479e-05 -4.47446e-05 0.00197508 -0.000156741 0.00217771 -0.00025567 0.000269154 -0.000781279 0.00214557 -0.000271711 -0.000173115 0.00222494 -0.00240165 -0.0040043 0.00378649
internal_weight=0 9462.04 6073.28 393.6 321.343 5679.68 1900.49 269.974 200.721 1630.51 1265.12 859.665 405.456 365.394 203.083 162.311 3779.19 198.543 3580.65 145.57 3435.08 1718.82 1716.26 115.186 3388.75 3238.82 203.61 149.928 101.794 143.048
internal_count=4780 4744 3216 222 189 2994 983 109 74 874 702 484 218 172 88 84 2011 104 1907 64 1843 932 911 44 1528 1439 87 89 62 54
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=31
num_cat=0
split_feature=36 123 11 16 32 14 147 93 140 18 88 117 33 14 128 112 33 28 59 12 8 71 106 55 87 115 75 125 50 40
split_gain=0.121714 0.25705 0.268319 0.398944 0.497616 0.24096 0.233513 0.293737 0.233015 0.225544 0.20034 0.262051 0.338389 0.260507 0.242925 0.550191 0.537278 0.36663 0.358033 0.565918 0.458198 0.612467 0.434002 0.328292 0.313859 0.308042 0.464611 0.387159 0.355384 0.323916
threshold=0.0048403022810816774 0.00066645268816500913 0.0046923852059990176 0.00040826165059115743 0.0017376682371832433 0.0034400182776153092 0.015200819820165636 0.00082683752407319855 0.01884530205279589 0.13848232477903369 0.023343417793512348 0.010829726699739696 0.0053125319536775359 0.011880517937242987 0.0026012937305495147 0.00040826165059115743 0.0053125319536775359 0.00075379351619631063 0.0016846025246195497 0.015200819820165636 0.010829726699739696 0.045367386192083366 0.00080172589514404546 0.00017767510871635753 0.0058306583669036635 0.010829726699739696 0.0027679565828293566 0.00062670491752214741 0.0038949446752667431 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 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 6 5 4 -4 -3 8 -8 -2 10 14 12 13 -12 25 18 24 -18 19 -16 21 -20 -21 -19 -17 -1 27 -27 -28 -30
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 15 16 17 23 20 22 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=7.5636081397751365e-05 -0.0034122843252246578 -0.0030199740051429363 -0.00073797450135897372 -0.0021532467881435146 0.0058969013878792387 3.5235162434477019e-05 -0.0015156157839963488 0.0042481478016635236 0.0010871492062742231 -0.0023899242585937873 -0.0013341152424966292 -0.0031219739087171867 0.0030840286241495792 0.0032698762955725505 -0.00086572601590165709 -0.0023923119590454397 -0.0016481194400337754 0.0055673896630817248 0.0017730735905624895 -0.00052248731428086335 -0.0024691060967623139 0.0066120073794621835 0.0057437170790328937 2.4964785867512124e-05 0.0012787539117204419 -0.00098202567541178778 -0.0022322112587715871 -0.0064156567989789044 0.0058389725492823995 -0.00051694675925878595
leaf_weight=6058.3922049999237 174.83192253112793 83.311069011688232 46.344978332519531 46.551526069641113 72.418164968490601 286.37189817428589 73.565207719802856 31.599851608276367 34.443397045135498 93.26347804069519 326.54850792884827 103.21588706970215 62.511877775192261 33.915997505187988 340.51356554031372 306.23059439659119 54.348215103149414 67.098047733306885 619.70641684532166 46.551526069641113 54.71518874168396 73.105990409851074 67.99242091178894 44.395806074142456 71.890765428543091 63.406250953674316 74.620006799697876 67.878116846084595 38.869141101837158 41.391834735870361
leaf_count=2834 112 49 23 30 29 174 49 14 16 56 205 63 33 17 197 177 30 28 307 30 33 24 30 23 30 35 47 45 15 25
internal_value=0 -0.000571306 9.55098e-05 0.00176998 0.00330777 -0.000653281 -0.00170585 0.000216272 -0.00267175 5.57127e-05 8.21814e-05 -0.000863185 -0.000311989 -0.000900927 0.000143662 0.000665832 -0.000653668 0.00171909 0.00126268 0.000156937 0.0019358 0.00228368 0.00319708 0.00336045 -0.00169435 -8.28062e-08 -0.00160312 -0.00379138 0.000251747 0.00256113
internal_weight=0 849.438 534.998 165.315 118.763 369.683 314.44 105.165 209.275 8710.56 8617.3 526.192 422.976 360.465 8091.11 1746.55 543.963 165.842 1202.59 455.058 747.528 692.812 114.544 111.494 378.121 6344.56 286.165 131.284 154.881 80.261
internal_count=4780 496 305 82 52 223 191 63 128 4284 4228 318 255 222 3910 909 288 81 621 257 364 331 60 51 207 3001 167 80 87 40
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=31
num_cat=0
split_feature=120 4 90 112 76 92 89 142 42 108 108 0 52 127 50 53 147 147 19 78 87 128 113 101 118 140 109 61 96 108
split_gain=0.121546 0.256487 0.221119 0.140162 0.48725 0.296125 0.285812 0.377586 0.274656 0.557907 0.231436 0.227425 0.213525 0.207432 0.205963 0.183514 0.155283 0.401792 0.409027 0.633004 0.330801 0.457741 0.418459 0.311099 0.311091 0.311514 0.33346 0.407554 0.603012 0.30403
threshold=0.0025217677466571335 0.001792412775103003 0.00064626874518580746 0.0062037324532866487 0.0003614811430452392 0.021960759535431865 0.00062670491752214741 0.00096484774257987748 0.0013560238294303419 0.0030382014811038975 0.0038949446752667431 0.0010918468469753864 0.0079489401541650313 0.00077738583786413084 0.007706565549597145 0.00093549740267917525 0.00068727668258361529 0.0010585968848317864 0.0022272822679951791 0.0015833032084628942 0.0030382014811038975 0.0005375427135732026 0.0014881226234138014 0.0022272822679951791 0.048151826485991485 0.00017767510871635753 0.029773407615721229 0.012636432424187662 0.0079489401541650313 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 16 6 10 7 15 9 -9 -6 -10 -13 14 -12 -5 24 18 19 -18 21 23 -23 -20 25 -1 27 28 -27 -21
right_child=1 2 -4 4 5 -7 -8 8 11 -11 13 12 -14 -15 -16 -17 17 -19 20 29 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0026537872872023889 -0.0014848281976711187 0.0044716759879737692 0.00062403167255348506 0.0027073985485931854 -0.0029726385941747321 0.0043434783142917458 0.0014195088615125892 -0.0017674295017414095 0.00018630019447294331 -0.010149230072664422 -0.0002276957096545281 -0.0055604442126550536 -0.00053327270283598722 -0.0012647937837036191 0.0034942101382090468 -0.0021612325117652659 -0.0036355952048499063 1.4638665218807626e-05 -0.0019022395404500573 -0.0011791433918621873 -0.0055213021886389478 -0.0025444248889164617 0.0038192816967738221 -0.0071923376945553178 -0.0027907141688867415 0.00088953416951558894 -0.0013069698933739133 0.0035684839714589141 -0.0017058742632271324 0.0036077741039455833
leaf_weight=78.357925415039062 63.933650493621826 65.836700916290283 86.268918514251709 41.552260637283325 51.504669666290283 47.032803773880005 52.559468746185303 39.60308837890625 56.090839624404907 39.809636116027832 66.937621831893921 61.663626432418823 32.127251148223877 83.792346715927124 83.585798978805542 36.232143402099609 72.991686344146729 5551.4269325733185 79.2061767578125 49.348949670791626 74.78043270111084 49.715923309326172 53.774693727493286 42.813607454299927 76.362631320953369 1826.552841424942 219.93761444091797 119.97836828231812 255.04677653312683 101.17447113990784
leaf_count=51 34 23 36 21 28 18 26 21 23 28 32 42 13 37 30 20 39 2960 42 21 43 24 20 26 40 761 93 46 141 41
internal_value=0 0.00117249 0.00228943 -2.71089e-05 -0.000711584 0.000667039 -0.00198753 -0.00257068 -0.00359186 -0.00596923 6.20674e-05 -0.00233224 -0.00383843 0.000729122 0.00183908 0.00043958 2.76787e-05 -0.000110264 -0.00143401 0.000185477 -0.00263945 -0.00168381 0.000762217 -0.0037584 0.000352973 0.000449002 0.000549405 0.000734857 0.000571533 0.00203839
internal_weight=0 216.039 152.106 9343.96 692.492 332.853 359.638 307.079 229.294 79.4127 285.82 149.882 93.7909 234.316 150.523 77.7844 8651.47 6075.23 523.806 223.515 300.291 225.51 103.491 122.02 2576.24 2499.87 2421.52 2201.58 2081.6 150.523
internal_count=4780 93 59 4687 339 145 194 168 127 49 127 78 55 99 62 41 4348 3216 256 101 155 112 44 68 1132 1092 1041 948 902 62
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=31
num_cat=0
split_feature=103 95 8 87 108 94 142 87 77 30 80 107 45 58 4 39 146 145 146 94 109 104 35 63 133 72 36 61 50 93
split_gain=0.120596 0.241964 0.306947 0.559299 0.317991 0.288058 0.303113 0.521001 0.294781 0.394788 0.338136 0.256274 0.614869 0.372 0.253808 0.227263 0.218509 0.214089 0.181662 0.349308 0.495462 0.543804 0.561672 0.547743 0.526706 0.443111 0.393188 0.40586 0.453958 0.372215
threshold=0.00050559637020342063 0.00039601318712811922 0.0021592099219560628 0.0011615398107096555 0.0011615398107096555 0.0098710241727530974 0.021960759535431865 0.00062670491752214741 0.007706565549597145 0.0022975050378590827 0.015200819820165636 0.0045489775948226461 0.00747153488919139 0.011519505176693203 0.0005375427135732026 0.0048403022810816774 0.0021592099219560628 0.015675474889576439 0.0018488886416889729 0.00093549740267917525 0.02129978779703379 0.0070226341485977182 0.00087947337306104611 0.0014881226234138014 0.0048403022810816774 0.0037758676335215573 0.0012357163941487672 0.0042751494329422721 0.076978169381618514 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 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 4 15 -2 6 8 -8 10 -10 11 13 -13 -3 -6 16 -4 -7 -1 20 21 26 -23 24 -24 -25 27 28 -20 -29
right_child=1 5 3 -5 14 17 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 -27 -28 29 -30 -31
leaf_value=-0.00029745203713279372 -0.00064613457541820639 -2.6186822449458597e-06 0.0041871662060952953 -0.0041456187278282432 -0.0029255599729708054 -0.0027675903950546694 0.0027271600863795686 -0.004301888722389866 0.0054041896083488992 -0.00047766624755994158 0.0029374334657498841 -0.0035170663628449985 0.00031598969315540945 0.0032562435356376877 -0.0087843075779894374 -0.0024371735041830954 0.00027504667106648806 0.0013980225922075862 0.0022432864410176783 2.1967628706312246e-05 -0.0016167645762392097 -0.00033390426686778589 0.003552049005597364 0.0047335311580553839 0.010182704294415023 -0.0018080080224064619 -0.0018929867169579649 0.0014919273901976308 -0.0022602287967618366 -0.0038759538361368287
leaf_weight=2160.5791876316071 58.246559619903564 467.4403715133667 61.043983221054077 73.565207719802856 40.864435195922852 149.40043950080872 37.814342021942139 87.048987627029419 64.781901836395264 50.977270126342773 100.44052386283875 157.19712853431702 312.83411884307861 107.75593519210815 33.755571603775024 38.020889759063721 85.948066711425781 38.869141101837158 488.26162314414978 4153.0242218971252 162.10415029525757 85.214119434356689 62.305330038070679 57.512612342834473 57.673038244247437 47.078925609588623 127.2255973815918 60.356157779693604 63.199703216552734 69.460315465927124
leaf_count=1059 30 252 21 49 26 90 17 53 25 29 35 90 146 47 21 24 44 15 231 2082 77 38 26 24 20 29 84 26 28 42
internal_value=0 -0.00034902 -0.00146151 -0.000457872 -0.00341475 -7.24472e-05 0.000176779 -0.00217317 0.00040939 0.00281398 0.000166429 -9.9849e-05 -0.000965937 0.000607889 -0.00557586 0.00100846 0.0018997 -0.00190758 9.03575e-05 0.000244569 0.000966588 0.00134106 0.00312232 0.0044338 0.00673937 0.00178904 0.000658563 0.00113505 0.00172717 -0.00138024
internal_weight=0 1966 391.445 258.578 132.867 1574.56 1386.29 124.863 1261.43 115.759 1145.67 1045.23 470.031 575.196 74.62 185.013 146.992 188.27 7593.99 5433.42 1280.39 1118.29 309.784 224.57 119.978 104.592 808.503 681.278 551.461 129.816
internal_count=4780 1014 215 138 77 799 694 70 624 54 570 535 236 299 47 89 65 105 3766 2707 625 548 137 99 46 53 411 327 259 68
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=31
num_cat=0
split_feature=120 51 52 145 29 129 24 106 58 76 99 0 92 34 52 129 88 110 52 70 15 71 95 65 108 83 60 9 2 104
split_gain=0.11289 0.176953 0.187114 0.168806 0.154457 0.309015 0.251142 0.188079 0.448372 0.611644 0.565347 0.488405 0.357587 0.3169 0.311751 0.496597 0.533667 0.564968 0.310635 0.24397 0.23934 0.222327 0.32868 0.366998 0.347888 0.366066 0.280861 0.426251 0.363122 0.374512
threshold=0.0025217677466571335 0.0079489401541650313 0.00899649551138282 0.0023699469165876512 0.074787221848964705 0.0011261500185355546 0.0063990866765379914 0.013439828064292671 0.0031340263085439806 0.004017772153019906 0.017188700847327713 0.00087947337306104611 0.0011980500421486797 0.0035485138650983576 0.0070226341485977182 0.000490355829242617 0.0017376682371832433 0.00085274505545385193 0.0053125319536775359 0.00062670491752214741 0.0087224207818508166 0.15819545835256579 0.00066645268816500913 0.00017767510871635753 0.007706565549597145 0.0072436286136507997 0.00017767510871635753 0.00044738779251929378 0.0018488886416889729 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 21 14 10 11 -10 -12 -13 15 16 17 -9 -11 -17 -21 26 23 -23 25 -24 28 -28 29 -1
right_child=1 -3 -4 -5 5 -7 -8 8 9 18 12 13 -14 -15 -16 19 -18 -19 -20 20 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00067465932663079813 0.00058912492784238485 0.0035995857511813001 0.003137294451856966 -0.0034308749508657264 0.00087259316719613526 -0.0025230214391111223 0.0044184014719054884 -0.0018841748876308351 -0.0059848539882443891 0.0033148389329172787 0.0043097776585741855 -0.0046966165598453695 -0.0012838452893034619 -0.001398859046089954 0.0027030083009713323 -0.0036622709395515113 0.005789332783506621 0.0025194250034427353 -0.001350104604207418 -0.0026785786574769501 0.00075174975666611682 0.00059243668396892794 0.00030365536043710633 -0.0045047992551129441 -0.0011900600498189065 0.0044503412141844254 0.00079369279336804403 -0.00022032947048869416 -0.002638107013415528 0.0007560795870283813
leaf_weight=1680.7358977794647 80.26097583770752 54.302093267440796 42.767485618591309 38.708715200424194 233.53569841384888 52.719894647598267 63.520555019378662 140.98410725593567 79.573150396347046 99.752698421478271 56.778665065765381 83.838468551635742 57.512612342834473 555.77276635169983 121.03316736221313 93.056930303573608 54.302093267440796 150.68384671211243 55.563440084457397 83.678042650222778 129.60992550849915 181.06847333908081 81.476200819015503 43.868406534194946 62.305330038070679 153.48127031326294 1823.7132980823517 2400.469743013382 176.5284252166748 628.39747905731201
leaf_count=934 40 19 15 19 82 22 20 69 45 40 18 48 24 273 44 49 19 58 24 52 61 78 34 24 26 49 929 1262 94 309
internal_value=0 0.00112997 0.000300816 -0.000718847 -2.61258e-05 0.00100472 0.00163081 -6.62145e-05 -0.000529415 -0.00123476 -0.00177158 -0.0022907 0.00149501 -0.00183112 0.000372434 -5.99907e-05 0.00123817 0.000390848 0.00164598 -0.00152607 -0.000594051 4.66477e-05 0.00104039 -0.000401654 0.00213157 0.00301239 -3.06911e-05 0.000217456 -0.000452397 -0.000285304
internal_weight=0 216.039 161.737 118.97 9343.96 349.776 297.056 8994.18 1762.14 988.792 833.476 719.184 114.291 639.611 773.348 652.315 345.97 291.668 155.316 306.345 213.288 7232.04 522.2 224.937 297.263 234.957 6709.84 4224.18 2485.66 2309.13
internal_count=4780 93 74 59 4687 124 102 4563 824 472 408 366 42 321 352 308 146 127 64 162 113 3739 211 102 109 83 3528 2191 1337 1243
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=31
num_cat=0
split_feature=45 45 27 2 102 128 95 33 44 107 0 65 122 58 35 115 99 19 115 63 88 86 119 128 28 70 133 10 21 17
split_gain=0.108825 0.439077 0.480947 0.518815 0.376761 0.524791 0.408027 0.335455 0.412624 0.534672 0.378756 0.342859 0.381983 0.354709 0.334329 0.333339 0.365553 0.326686 0.351388 0.471699 0.334919 0.313303 0.312553 0.30357 0.301007 0.639788 0.291589 0.260778 0.249387 0.245828
threshold=0.014293605927377941 0.0066005610860884198 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.0098710241727530974 0.0016846025246195497 0.017724351026117805 0.0098710241727530974 0.013032016810029747 0.0015833032084628942 0.00099512818269431613 0.00075379351619631063 0.013860232196748258 0.0048403022810816774 0.00017767510871635753 0.00073092587990686308 0.00077738583786413084 0.00044738779251929378 0.0016846025246195497 0.0010918468469753864 0.00066645268816500913 0.00087947337306104611 0.00080172589514404546 0.00017767510871635753 0.00046126570669002836 0.0025217677466571335 0.014740333426743748 0.0020292587578296666 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2 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 28 17 -7 8 10 15 24 12 13 23 -9 -10 -17 20 19 -19 -6 -20 -13 -12 25 -2 -26 -11 -4 -1
right_child=7 2 4 -5 5 6 -8 14 9 27 11 22 -14 -15 -16 16 -18 18 21 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0001786441245464707 0.00023853879781104612 -0.0061929413560225808 -0.0066546097959422797 -3.054465976243459e-05 -0.005363300517038613 0.005340268063973903 -0.00081309662812020117 0.0034765198131000634 0.0039664491329737149 -0.0011021183866929789 0.0036799425178856478 -0.002123097910816957 0.0043612014963455561 -0.0014946165988153129 -0.00078678160137696674 -0.0048467136435685768 0.00082238501532178672 0.0045914236629146302 -0.0016947843575351692 -0.000330983235278594 -0.00055042641397556565 0.00031181512259042458 0.0018334104754560009 0.0005682286859058105 0.0031516115491088599 -0.0043393284820739588 -0.001649005894784495 -0.00507033140857147 -0.0014751999614127903 -0.0011801052495810675
leaf_weight=5927.504875421524 215.83272218704224 82.256269931793213 39.07568883895874 58.406985521316528 69.82728910446167 68.51982045173645 44.395806074142456 152.26604533195496 49.50937557220459 70.835966348648071 144.10238265991211 120.91886329650879 122.61536598205566 95.166528463363647 65.882822751998901 39.970062017440796 98.537473440170288 77.371308565139771 442.37586212158203 131.19212412834167 74.940858602523804 347.20933365821838 85.007571697235107 171.85001158714294 86.956743955612183 118.07531785964966 49.715923309326172 99.638394355773926 57.352186441421509 352.68987679481506
leaf_count=3060 86 51 22 26 45 29 23 55 17 32 52 59 41 45 34 24 46 27 233 58 39 188 31 77 31 57 24 55 28 185
internal_value=0 -8.08828e-05 -0.000851627 -0.00363416 -0.000562186 -0.000330922 0.00292091 0.000351848 9.63778e-05 -0.00139356 0.00053772 0.00124325 0.00191191 0.00118141 0.00218897 0.000445113 -0.000813585 -0.00065219 -0.000330256 0.00149509 -0.00287186 -0.00081241 -0.000489829 0.00198745 -0.000571233 -0.00138027 0.00140534 -0.00342145 -0.00357406 0.000102338
internal_weight=0 7773.12 1492.92 140.663 1352.26 1255.83 112.916 1786.88 1568.73 358.491 1210.24 739.661 533.734 411.119 218.149 188.017 138.508 1142.92 998.149 208.563 144.768 789.585 205.926 315.952 470.581 333.908 136.673 170.474 96.4279 6280.19
internal_count=4780 4014 769 77 692 642 52 766 677 174 503 305 215 174 89 87 70 590 506 85 84 421 90 129 198 143 55 87 50 3245
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=31
num_cat=0
split_feature=103 91 133 117 28 147 72 121 61 117 148 142 23 121 136 106 116 70 116 129 108 30 96 32 10 112 78 147 93 148
split_gain=0.108637 0.231264 0.178678 0.298506 0.37125 0.3686 0.290222 0.376603 0.415356 0.397117 0.399495 0.33572 0.335434 0.315266 0.271714 0.313896 0.304246 0.326161 0.302467 0.286596 0.385503 0.258023 0.297249 0.225863 0.218374 0.21021 0.175248 0.423521 0.402649 0.453309
threshold=0.00050559637020342063 0.020035739988088611 0.002945306478068233 0.0063990866765379914 0.00052132029668428015 0.00043393640953581786 0.011169348377734424 0.0021592099219560628 0.0034400182776153092 0.0042751494329422721 0.010180860292166473 0.0070226341485977182 0.02636832278221846 0.007706565549597145 0.0010263677686452868 0.0013986918493174019 0.0026833302108570938 0.0019071503775194289 0.0022975050378590827 0.00244467705488205 0.007706565549597145 0.00085274505545385193 0.0048403022810816774 0.00087947337306104611 0.0026833302108570938 0.00073092587990686308 0.0019071503775194289 0.00068727668258361529 0.0012745757703669371 0.054214311763644225
decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -4 7 8 11 13 12 -2 -11 -9 15 18 24 -18 23 20 25 22 -6 -5 -17 -16 27 -1 29 -29
right_child=1 -3 3 14 21 -7 -8 9 -10 10 -12 -13 -14 -15 19 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00028803881751230591 -0.0073624848912538432 0.0026611808131961562 0.00016957446174182232 0.0035847118621499044 0.004020389004901404 -0.0051243085127235227 0.0038713798575177802 0.0014347045856209935 0.0012569777289292696 0.0013518971186733762 -0.0023063791443285533 -0.00086202901945258044 0.0055380797559720025 -0.0039974263666094113 -0.00074756090936600348 -0.00700092913212488 0.00049503721714019822 -0.0030108092103805963 -0.0036361962823015675 0.0029411801898110114 0.0016852644898273574 -0.0002497786237876663 -0.00042201282756946558 -0.00132359840978124 -0.0030324979645377009 -0.0054685932416246984 0.00024458506356452817 -0.00081287742318259285 -0.0026855440067241549 0.0039233247188754893
leaf_weight=1360.6966695785522 46.918499708175659 62.511877775192261 80.788375377655029 58.567411422729492 110.23250699043274 55.449136018753052 51.137696027755737 43.134459257125854 47.927176952362061 214.77792310714722 57.191760540008545 34.443397045135498 61.571382761001587 70.148140907287598 46.872377872467041 52.766016483306885 109.91165518760681 167.35608530044556 38.020889759063721 63.56667685508728 74.734310865402222 173.20360207557678 57.191760540008545 39.07568883895874 101.06016707420349 47.445899248123169 5283.7646868228912 615.85419416427612 278.64339137077332 55.036040544509888
leaf_count=591 33 33 39 22 46 39 25 18 20 88 32 16 20 37 22 33 54 104 24 31 32 104 32 22 56 32 2684 318 148 25
internal_value=0 -0.000331263 -0.000429537 -0.000769149 0.000220902 -0.00198505 0.00026146 -5.89683e-05 -0.00243551 0.000628687 0.00149738 -0.00461061 0.00228459 -0.00192904 -0.00135976 -0.00195033 -0.00261044 -0.00162106 0.000147241 7.91244e-05 -0.000997058 0.0011032 0.00250287 0.00162046 -0.00439376 -0.00312243 8.57605e-05 -0.00027749 -0.0010879 -0.000424346
internal_weight=0 1966 1903.49 1276.24 476.865 136.238 627.25 576.113 129.289 446.824 333.541 81.3619 276.349 113.283 799.377 566.758 431.094 277.268 135.664 232.619 169.053 340.628 167.424 97.6431 153.826 94.3183 7593.99 2310.23 949.534 670.89
internal_count=4780 1014 981 692 260 78 289 264 69 195 140 49 108 55 432 315 247 158 68 117 86 182 78 44 89 54 3766 1082 491 343
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=31
num_cat=0
split_feature=70 95 11 61 113 82 40 101 80 40 122 0 110 29 102 98 43 52 90 147 40 143 95 23 135 19 148 104 141 11
split_gain=0.118019 0.295035 0.749377 0.398506 0.352525 0.305064 0.402029 0.331067 0.49673 0.548675 0.301792 0.328943 0.305054 0.502952 0.331755 0.299451 0.302169 0.297642 0.388262 0.400478 0.344973 0.396449 0.348512 0.344423 0.295676 0.287718 0.286218 0.309261 0.362831 0.275562
threshold=0.00082683752407319855 0.00899649551138282 0.0087224207818508166 0.012636432424187662 0.0020932231564074759 0.0034400182776153092 0.00060774214216507982 0.14610802382230761 0.00075379351619631063 0.0041444667149335155 0.0017376682371832433 0.0023699469165876512 0.002945306478068233 0.0053125319536775359 0.00042089859198313212 0.034632634371519096 0.00055427959887310873 0.020658296532928947 0.00068727668258361529 0.00055427959887310873 0.0084566329605877417 0.0079489401541650313 0.00099512818269431613 0.017724351026117805 0.00096484774257987748 0.0013986918493174019 0.00899649551138282 0.0025217677466571335 0.0034400182776153092 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 5 7 -7 8 24 -10 11 12 13 -4 -15 16 26 18 20 -20 21 -6 -22 -21 -1 -13 27 28 -3 -2
right_child=29 3 10 -5 17 6 -8 -9 9 -11 -12 25 -14 14 -16 -17 -18 -19 19 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00034705807325703658 1.4082191750589451e-05 -0.004179076877912199 -7.9788880648226776e-05 0.0026624349447821509 -0.001320272191511671 -0.0011929073074339431 0.0032301549761817347 0.0039603879095905471 0.0015322593317828824 -0.00069038614211824369 0.0006006689215147889 0.0017033975677355835 -0.0007829524559234488 -0.0031538607463260935 -0.0075384383666920549 0.0017330507060535874 -0.0046657485341433051 0.0025732074924689581 0.0045370472710604187 0.0023112068262546629 -0.0014000522985462742 -0.0047545516928714487 0.0032958012247266432 -0.0037167412646696924 -0.0034755959276494275 -0.001811748732680292 -0.0044350505105678392 0.0018605419506900135 0.0012189521621232347 0.0010655963156843249
leaf_weight=823.15828108787537 4157.3597233295441 80.467523574829102 60.19573187828064 54.829492807388306 366.17365670204163 68.359394550323486 206.77468633651733 62.465755939483643 948.06373047828674 392.65993881225586 140.45670771598816 87.163291692733765 106.33416247367859 84.68671989440918 87.943360805511475 50.931148290634155 102.64236569404602 67.625447273254395 60.516583681106567 47.927176952362061 94.639128923416138 109.06340384483337 67.831995010375977 46.872377872467041 83.150643110275269 175.2670783996582 63.245825052261353 79.527028560638428 50.770722389221191 732.89677333831787
leaf_count=483 2144 47 30 18 189 33 81 22 394 209 70 38 46 39 55 18 53 27 22 20 46 63 34 22 53 89 39 34 22 340
internal_value=0 -0.000179778 -4.4881e-05 -0.00135068 0.000265543 0.000557397 0.00213121 0.000369907 0.000270094 0.00088131 -0.00148616 -0.00197339 -0.00300184 -0.00401523 -0.00538751 -0.00186528 -0.00235185 -0.000610931 -0.000882459 0.00135932 -0.00142845 -0.00210841 0.000560475 -0.000669232 -0.00063409 -0.000644232 -0.00148508 -0.000599859 -0.0020908 0.000171671
internal_weight=0 4669.74 4187.33 482.414 3445.28 2584.63 275.134 2309.5 2247.03 1340.72 742.047 601.59 339.16 232.826 172.63 427.585 376.653 860.65 793.024 155.316 637.708 475.237 162.471 94.7996 906.309 262.43 274.011 210.765 131.238 4890.26
internal_count=4780 2296 2065 231 1698 1275 114 1161 1139 603 367 297 170 124 94 213 195 423 396 64 332 252 80 42 536 127 142 103 69 2484
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=31
num_cat=0
split_feature=42 44 100 34 10 122 87 9 124 115 24 23 141 113 0 30 11 82 149 108 27 36 82 83 80 60 3 144 20 127
split_gain=0.109024 0.320403 0.379622 0.317261 0.265181 0.477985 0.543804 0.573156 0.464609 0.416065 0.481935 0.41509 0.380207 0.341407 0.319907 0.321921 0.243625 0.254578 0.240057 0.675699 0.232598 0.405233 0.504955 0.399712 0.344648 0.286465 0.375313 0.452344 0.380078 0.611091
threshold=0.00017767510871635753 0.00057154725072905432 0.0013986918493174019 0.0030382014811038975 0.0013986918493174019 0.0037758676335215573 0.0030382014811038975 0.0030382014811038975 0.00073092587990686308 0.0010263677686452868 0.0010263677686452868 0.0049928687512874612 0.00017767510871635753 0.0011980500421486797 0.00017767510871635753 0.0022975050378590827 0.011880517937242987 0.0020292587578296666 0.0010263677686452868 0.0098710241727530974 0.010180860292166473 0.0041444667149335155 0.00040826165059115743 0.0046923852059990176 0.0022272822679951791 0.0022272822679951791 0.0027679565828293566 0.0017376682371832433 0.00080172589514404546 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 16 5 6 7 9 13 10 12 -10 -2 -8 -11 -16 17 -3 19 -1 25 22 23 -22 -24 -6 28 -28 -27 -30
right_child=4 3 -4 -5 20 -7 8 -9 11 14 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=-6.3306135079486991e-05 -8.0546453601670586e-05 -0.002182312514567171 -0.0042167064909444272 0.00015689937265344343 -0.00034984986326132067 -0.0036844383227872743 0.0076662568672984021 0.004658747353121529 -0.0027573764558036641 0.0031125621691472614 -0.00011532587074521656 0.0035729029899228605 0.0046751060348442031 0.002507417086963692 -0.0030615490843344671 -0.00021967799817521842 -0.004938892880889994 0.0013124772934486701 0.0044449096333254124 0.0071390974398144848 0.00073367510347070069 -0.0022869204948523631 -0.0010752980903540822 0.0067874135019904127 0.001971053898121806 0.00083842254378656614 -0.0026907462037999846 0.0025797186959886742 -0.0023207463656995798 0.00059594867078430203
leaf_weight=393.96740746498108 63.199703216552734 278.68951320648193 39.442662477493286 272.58932685852051 4675.8896679878235 58.980506896972656 64.942327737808228 74.206911325454712 48.500698328018188 42.607059717178345 314.0493438243866 55.563440084457397 125.45891141891479 63.360129117965698 174.78580069541931 231.81713533401489 61.824052333831787 64.09407639503479 43.134459257125854 35.498196125030518 45.290179252624512 84.572415828704834 171.41485571861267 68.51982045173645 202.55549001693726 736.17547464370728 47.078925609588623 300.9786593914032 339.25221872329712 381.56048703193665
leaf_count=225 28 159 25 141 2325 36 21 33 30 19 140 24 43 24 101 137 38 30 18 14 25 54 100 29 89 319 29 150 192 182
internal_value=0 -0.00044797 0.000495848 -0.00116161 6.36434e-05 0.000714798 0.000920973 0.000426374 0.00310511 9.64389e-05 0.00108458 0.000622579 0.00308199 0.00511865 -0.00100938 -0.00144131 -0.00204991 -0.00152885 0.000889152 0.000532021 -5.79846e-05 0.000908209 0.00146219 0.00437836 0.000574713 -0.000143312 0.000391714 0.00186683 3.93265e-05 -0.000776801
internal_weight=0 1189.24 512.043 677.197 8370.76 1317.47 1258.49 1026.12 232.367 951.918 502.708 104.064 188.659 128.302 449.21 406.603 404.608 342.784 472.6 429.466 7053.29 572.353 487.78 113.81 373.97 6480.94 1805.05 348.058 1456.99 720.813
internal_count=4780 650 282 368 4130 636 600 501 99 468 211 54 71 45 257 238 227 189 257 239 3494 297 243 54 189 3197 872 179 693 374
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=31
num_cat=0
split_feature=70 11 63 135 27 105 37 32 77 141 95 68 106 142 135 29 73 95 60 143 45 40 101 135 35 107 72 101 96 17
split_gain=0.110515 0.654076 0.3443 0.294186 0.373321 0.328536 0.413618 0.285948 0.297123 0.289771 0.284648 0.354533 0.323378 0.689307 0.582009 0.572944 0.449595 0.353331 0.343144 0.676425 0.501724 0.505171 0.436215 0.305389 0.255251 0.483647 0.431794 0.414041 0.411148 0.354532
threshold=0.00082683752407319855 0.0087224207818508166 0.00062670491752214741 0.0020932231564074759 0.0015833032084628942 0.0017376682371832433 0.0011261500185355546 0.00077738583786413084 0.0023699469165876512 0.0044099434744566688 0.00899649551138282 0.015675474889576439 0.013439828064292671 0.00017767510871635753 0.0012357163941487672 0.013439828064292671 0.0014427106943912806 0.00066645268816500913 0.00017767510871635753 0.035692447796463973 0.0012357163941487672 0.0036604277556762104 0.14610802382230761 0.00017767510871635753 0.0063990866765379914 0.0012357163941487672 0.013032016810029747 0.000490355829242617 0.0005375427135732026 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 -4 -7 8 -6 -9 12 -12 18 -14 15 23 -16 -17 24 20 22 -22 -20 -15 28 27 -27 -26 -1 -30
right_child=-2 2 3 -5 7 6 -8 9 -10 -11 11 -13 13 14 16 17 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00052590801107488499 0.00016612380292295789 -0.0034782661701650581 0.0022814573771037404 -0.0031822849765806185 -0.00050374446565696457 -0.0044186858849735991 0.0017971215112917466 0.0012489411969295919 -0.0058815207336135877 -0.0026261936631347968 -0.0020735163594178554 0.0016112605939677374 0.0032347884111825621 -0.0040154157626177411 -0.0082454152505701834 -0.0018033115370813845 -0.0015249233600392962 0.0028225826056942371 -0.00078802670403078576 0.0062742166513927722 0.0026337139397319682 0.00013974236178543578 0.0046747711444378951 0.00015770252254365929 -0.0013936571095693245 0.0014654532784158362 0.0071571467975476231 0.0041778804099186903 -0.0023566707603566825 0.00038430899318763959
leaf_weight=508.64771890640259 4890.2564966678619 164.42029619216919 164.90157389640808 120.23103785514832 42.607059717178345 52.926442384719849 54.141667366027832 105.11893749237061 64.667597770690918 89.158585786819458 281.28038907051086 85.007571697235107 87.690691232681274 128.39470052719116 51.344243764877319 61.777930498123169 48.294150590896606 124.40411233901978 504.61300992965698 58.567411422729492 472.48375773429871 356.0608217716217 39.396540641784668 66.570648193359375 197.21331238746643 117.54791831970215 46.505404233932495 40.13048791885376 360.21183586120605 175.42750430107117
leaf_count=233 2484 80 68 64 19 29 23 52 40 49 143 31 37 67 32 27 23 45 285 22 187 186 14 29 125 58 19 20 204 85
internal_value=0 -0.000173968 -0.00142107 -0.000933512 -0.000462088 0.000881163 -0.00127551 -0.00167357 -0.00374559 -0.000529451 0.000106816 -0.00121836 0.000247703 -0.000842009 -0.00158558 -0.000696118 -0.00498803 0.00128764 0.000463038 0.00101188 0.000787339 0.00156195 -0.000392417 -0.00259051 -8.02809e-05 0.000991337 0.00307892 -0.000451612 -0.000492183 -0.00145897
internal_weight=0 4669.74 858.173 693.753 573.522 271.97 107.068 301.552 107.275 194.278 3811.57 366.288 3445.28 568.476 480.786 381.147 99.6384 186.182 2876.81 1431.12 1372.55 828.545 544.01 194.965 1445.68 401.397 164.053 237.344 1044.29 535.639
internal_count=4780 2296 424 344 280 120 52 160 59 101 1872 174 1698 260 223 168 55 72 1438 694 672 373 299 96 744 222 77 145 522 289
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=31
num_cat=0
split_feature=29 96 104 12 71 9 150 10 34 44 27 103 63 92 29 115 87 109 44 94 50 73 146 149 5 54 37 125 11 150
split_gain=0.106049 0.219124 0.221074 0.1508 0.368077 0.517896 0.394596 0.531539 0.350676 0.409371 0.337614 0.332839 0.340441 0.462638 0.330111 0.323025 0.267063 0.261532 0.278676 0.338883 0.560681 0.484869 0.37325 0.32396 0.285082 0.373889 0.28057 0.34507 0.24997 0.270788
threshold=0.074787221848964705 0.0070226341485977182 0.0092791137285530585 0.00050559637020342063 0.10522961243987085 0.0005375427135732026 0.0046923852059990176 0.0031340263085439806 0.0018488886416889729 0.0098710241727530974 0.001792412775103003 0.00087947337306104611 0.0030382014811038975 0.0072436286136507997 0.027182282879948619 0.00899649551138282 0.00070876078098081063 0.029773407615721229 0.0084566329605877417 0.00017767510871635753 0.0053125319536775359 0.00017767510871635753 0.00017767510871635753 0.00042089859198313212 0.033603202551603324 0.035692447796463973 0.0098710241727530974 0.0031340263085439806 0.00085274505545385193 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 15 8 16 7 -7 9 11 -11 12 14 -14 -5 17 -6 18 19 24 22 -22 -21 -20 25 -1 27 -25 -19 -30
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 28 23 20 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00018143844011747406 0.0011320013295733585 0.0031450168086184418 -0.0018825952884828721 -0.00039368638896720488 0.0051028162948703343 0.00053780369004012736 0.003277416727844529 -0.0062073209056130521 0.00023093942079837533 -0.0061328251385263282 -0.00049006133222974228 -0.0038396886594146192 -0.00045777592087325992 0.0050320561295377868 -0.005083546100368163 -0.0045109410846931822 0.0013545460625779509 -0.0039414455845521289 -0.0024729282477185064 0.0047443954494493486 -0.00075332061352785182 -0.0032092584459951497 1.0121280473601287e-05 0.0011563898925295954 -0.0028510817685905585 0.0032350266455875064 0.0040749556455243119 -0.0020648967046317575 0.001245774479228445 -0.0024520301080621413
leaf_weight=394.83771920204163 193.24478459358215 80.214854001998901 88.745490312576294 943.34319710731506 107.18241381645203 85.374545335769653 55.196466445922852 44.395806074142456 4314.9940087795258 60.402279615402222 47.239351511001587 67.878116846084595 88.103786706924438 67.99242091178894 39.07568883895874 45.129753351211548 85.374545335769653 86.315040349960327 74.046485424041748 45.08363151550293 568.95775485038757 310.72452068328857 543.8711850643158 570.33340573310852 54.18778920173645 134.35652136802673 67.258473634719849 97.322248458862305 93.171234369277954 105.64633703231812
leaf_count=179 66 29 35 536 37 34 21 23 2296 37 25 45 51 30 22 29 34 47 37 18 248 150 266 238 34 52 24 52 34 51
internal_value=0 0.000839189 0.000183274 -3.30469e-05 0.000114522 0.00162589 -0.000263628 -0.00176977 1.31586e-05 -0.000701985 -0.00365646 -0.000438369 -0.000235583 0.00193349 -0.000580225 -0.000310801 0.00344093 -0.000250552 -0.000106635 -0.000416474 -0.000821444 -0.00162082 0.000372523 0.000679305 0.000603021 0.00095671 0.000996909 0.000686832 -0.00169459 -0.00071914
internal_weight=0 362.205 281.99 9197.79 6006.55 377.524 184.967 129.77 5629.03 1314.03 107.642 1206.39 1138.52 156.096 982.419 3191.24 192.557 3146.11 2860.98 2052.02 1468.64 879.682 588.955 808.961 583.382 529.194 734.914 667.656 285.133 198.818
internal_count=4780 130 101 4650 3191 149 78 57 3042 746 62 684 639 81 558 1459 71 1430 1298 947 682 398 284 351 265 231 314 290 132 85
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=31
num_cat=0
split_feature=37 147 44 71 92 145 17 17 50 44 59 18 8 94 86 109 99 29 105 98 94 39 98 143 18 15 138 46 96 23
split_gain=0.111896 0.256303 0.461866 0.357767 0.349642 0.321805 0.388565 0.398221 0.470963 0.277955 0.265682 0.290533 0.255173 0.404614 0.309326 0.24642 0.246852 0.243185 0.256493 0.453708 0.499405 0.268662 0.426759 0.421763 0.238697 0.256473 0.475176 0.398167 0.534071 0.482503
threshold=0.00017767510871635753 0.00043393640953581786 0.011519505176693203 0.0027679565828293566 0.4073652476072312 0.0087224207818508166 0.0021592099219560628 0.00040826165059115743 0.00899649551138282 0.00073092587990686308 0.015200819820165636 0.00017767510871635753 0.014293605927377941 0.0037758676335215573 0.000490355829242617 0.024810968898236755 0.00099512818269431613 0.074787221848964705 0.0032328735105693345 0.034632634371519096 0.0012745757703669371 0.0041444667149335155 0.0084566329605877417 0.0079489401541650313 0.010829726699739696 0.0022975050378590827 0.035692447796463973 0.0028552538715302949 0.00017767510871635753 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 9 12 6 7 8 -5 -2 11 -8 17 14 -14 16 -4 18 21 20 -20 23 -23 -3 25 27 -27 28 29 -1
right_child=1 4 15 5 -6 -7 10 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020030031602484982 -0.0015582158969385952 -0.00011637679054761106 -0.0013122362215939368 0.0014966088484142644 0.0032637904259450313 -0.0040524619846669715 -0.0057019149459703843 0.0022712893898261572 -0.0034834473914403018 -0.0073342670164324971 0.00094937578522621697 -0.0012332402211834752 0.0029960946276307919 -0.0027686464394406727 -0.0012343970987639917 -0.0023100759344564519 0.0026480757499750315 0.0022493341455121899 0.0020615174105990072 0.0042730970141030885 -0.00022361640914409723 -4.7438024070933034e-05 0.0035901511913699873 -0.0018276775794750224 -0.0016629130752089168 0.0004137224516017349 0.0051623339296060057 0.0006863341393799281 -0.0022203432056952768 -0.0036975487578956817
leaf_weight=175.47362613677979 39.07568883895874 1166.1925392150879 52.559468746185303 88.05766487121582 80.948801279067993 82.577121734619141 74.940858602523804 147.31290173530579 103.00933933258057 44.602353811264038 42.767485618591309 70.675540447235107 72.257739067077637 209.11489367485046 107.48120522499084 48.294150590896606 156.53136348724365 124.03713870048523 311.82544159889221 76.316509485244751 1025.0941278934479 414.19307732582092 100.11967206001282 520.84809160232544 168.04391074180603 3029.1379499435425 53.614267826080322 497.89318037033081 429.92482089996338 47.078925609588623
leaf_count=96 22 605 26 40 35 43 39 57 56 30 15 36 33 132 66 23 58 42 159 29 551 231 43 269 99 1382 24 246 264 29
internal_value=0 -0.000157999 -0.000899612 -0.00157134 9.48143e-06 -0.00115035 -0.000695404 0.000317839 -0.00118827 -0.00463699 -0.00251542 -0.00353302 -5.43426e-05 -0.00127335 0.000466324 0.00090904 0.00165257 7.24466e-05 -2.25484e-06 0.000523418 0.000309372 -0.000339729 0.00066068 -0.000644715 0.000185199 0.000258564 0.000496309 -0.000378541 -0.00119113 0.000797104
internal_weight=0 5158.83 950.404 693.019 4208.43 609.341 526.764 338.38 191.067 83.678 188.384 145.616 4127.48 388.854 179.739 257.385 209.091 3738.63 3614.59 1413.24 1336.92 2201.35 514.313 1687.04 4401.17 4233.12 3082.75 1150.37 652.477 222.553
internal_count=4780 2640 445 338 2195 286 243 153 96 52 90 75 2160 231 99 107 84 1929 1887 739 710 1148 274 874 2140 2041 1406 635 389 125
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=31
num_cat=0
split_feature=110 40 95 110 22 34 4 120 0 21 21 99 50 14 8 95 35 32 70 100 58 31 106 128 114 80 114 11 27 67
split_gain=0.105355 0.270104 0.270497 0.147729 0.407677 0.411365 0.551072 0.387803 0.259902 0.249422 0.263604 0.459152 0.259674 0.385873 0.244077 0.205601 0.334571 0.241953 0.307517 0.202942 0.266446 0.177518 0.243293 0.20738 0.183869 0.175104 0.407011 0.30748 0.219589 0.339126
threshold=0.13479631394147876 0.0031340263085439806 0.0012745757703669371 0.011519505176693203 0.00047558375808876013 0.013032016810029747 0.0010585968848317864 0.00052132029668428015 0.007706565549597145 0.024810968898236755 0.015675474889576439 0.0056525857653468856 0.00087947337306104611 0.00047558375808876013 0.00068727668258361529 0.00047558375808876013 0.0042751494329422721 0.00038414125447161501 0.00093549740267917525 0.0079489401541650313 0.011519505176693203 0.079227816313505187 0.011519505176693203 0.00070876078098081063 0.0019071503775194289 0.0028552538715302949 0.017188700847327713 0.0054799309000372895 0.0015833032084628942 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 14 6 -6 -8 -7 10 21 12 -12 -14 -5 -16 17 -17 -19 -11 -21 25 23 -23 -25 28 27 -27 -1 -30
right_child=1 -3 -4 4 5 8 7 -9 -10 19 11 -13 13 -15 15 16 -18 18 -20 20 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00020999009303535122 -2.5395373405514808e-05 -0.0022956243630871563 0.0041095269526592124 0.00071690100645956025 0.0046729389392106109 -0.0052804574792565447 -0.0025893521484821828 0.0035403879301654224 0.0007505730778243644 -0.0050063474707068411 0.004030367970881181 0.0064391255108796064 -0.0040192950282186028 0.001674403579183079 -0.0049774229251951302 0.0014279943817341167 -0.0059785694557964895 -0.0046018642815261052 -0.00025599021619700056 0.0012236895034305492 -0.0037165781010308481 -0.003015189191835486 -0.0050185741451778086 0.0037237280036397842 -0.00074999350314129698 0.00092239967095811455 -0.0026328455574125232 -3.8922764275580273e-05 -0.00078610626125756144 0.00068114641288221235
leaf_weight=2281.2694427967072 77.050456762313843 44.923205614089966 81.269653081893921 83.264947175979614 95.487380266189575 38.915262937545776 74.78043270111084 39.396540641784668 33.021624326705933 40.497461557388306 42.240086078643799 42.767485618591309 48.133724689483643 77.944829940795898 59.347480535507202 70.629418611526489 39.809636116027832 69.620741367340088 98.010073900222778 64.254502296447754 47.445899248123169 57.031334638595581 38.54828929901123 34.443397045135498 68.932915925979614 1624.2038991451263 112.11349701881409 1704.9481537342072 1870.8864684104919 498.81161499023438
leaf_count=1148 35 22 27 38 37 26 43 14 15 23 16 15 27 37 39 25 28 38 47 26 32 36 23 16 43 679 72 792 1065 296
internal_value=0 0.00112622 0.00209716 -2.44632e-05 -0.0007219 0.000750521 0.00186991 -0.000474297 -0.002512 3.21316e-05 6.80447e-05 0.00181289 0.000637425 -0.000499312 -0.00170753 -0.0023058 -0.00173561 -0.00102668 -0.00206093 -0.0019741 -0.00087474 2.36226e-05 -0.00145187 -0.000594745 0.000740582 5.98992e-05 0.000330293 0.000430081 -0.000140166 -0.000477256
internal_weight=0 203.243 158.32 9356.76 702.284 281.601 209.664 114.177 71.9369 8654.47 8502.28 211.086 168.319 126.079 420.682 337.417 278.07 238.26 167.631 152.198 111.7 8291.19 198.956 160.408 103.376 8092.23 3441.27 3329.15 4650.97 2369.7
internal_count=4780 84 62 4696 350 135 94 57 41 4346 4265 95 80 64 215 177 138 110 85 81 58 4170 118 95 59 4052 1543 1471 2509 1361
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=31
num_cat=0
split_feature=36 65 103 51 79 91 108 35 27 71 71 117 71 81 85 105 122 71 69 146 138 20 90 92 65 78 0 106 27 118
split_gain=0.0988195 0.112855 0.108308 0.18308 0.309115 0.323269 0.272859 0.230199 0.435557 0.217538 0.247636 0.21384 0.248555 0.301311 0.467061 0.342706 0.294291 0.274172 0.236678 0.211571 0.245207 0.22752 0.196451 0.190809 0.189226 0.174652 0.360274 0.415487 0.389269 0.367886
threshold=0.047455845400691039 0.0022272822679951791 0.00050559637020342063 0.0022975050378590827 0.0049928687512874612 0.0014427106943912806 0.007706565549597145 0.0026833302108570938 0.010180860292166473 0.030689206905663017 0.02129978779703379 0.0056525857653468856 0.0068083447404205808 0.0072436286136507997 0.0005375427135732026 0.0013146653072908523 0.0022975050378590827 0.037906534969806678 0.0014881226234138014 0.0032328735105693345 0.00064626874518580746 0.0019071503775194289 0.00040826165059115743 0.021960759535431865 0.00060774214216507982 0.0019071503775194289 0.0030382014811038975 0.044033329933881767 0.010180860292166473 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 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 25 4 7 -6 -7 8 19 10 -9 23 18 14 15 -14 24 -16 -13 21 -21 -4 -20 -5 -15 26 -1 28 29 -28
right_child=1 -3 3 11 5 6 -8 9 -10 -11 -12 12 13 16 17 -17 -18 -19 22 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00012451808700066826 -2.3739214102036041e-05 -0.0034567721691559218 1.2653694999885447e-05 -0.00032471965061506763 0.0062196645021511659 -0.001830469403424032 0.0042725966868352935 -0.002652766940209363 0.0050552034369053802 -0.0053119175765068347 0.0024241067215990267 -0.0027856556667068314 0.00064547040691052718 -0.0033454855857642783 -0.0034002136622723689 -0.0028760421972563698 0.004449918082933749 -0.0084190116822039224 0.00027291600808839166 -0.00048339941859804519 -0.0044652598857588361 0.0029875824521174163 0.0045683337429044688 0.002785463984118183 0.00069882729354892004 0.00026300076679632017 -0.0015695575985039966 0.0021295386015127995 0.0016192182624533203 -0.0049756000709437432
leaf_weight=1665.9406471252441 52.399042844772339 44.074954271316528 325.95092511177063 208.17439866065979 40.290913820266724 44.602353811264038 31.072452068328857 66.983743667602539 43.661858797073364 36.599117040634155 37.447368383407593 44.235380172729492 123.7162868976593 49.395071506500244 85.994188547134399 156.46318125724792 31.599851608276367 39.809636116027832 99.110994815826416 199.23066687583923 47.973298788070679 80.054428100585938 36.392569303512573 64.6214759349823 69.781167268753052 5204.8793618679047 377.22698664665222 78.265681743621826 73.679511785507202 100.37234163284302
leaf_count=744 30 31 147 119 16 30 15 43 17 23 14 27 50 32 55 84 14 28 56 99 31 33 16 29 34 2634 205 29 34 61
internal_value=0 -0.00159215 1.62308e-05 -0.000314394 0.000182287 0.00260174 0.00067548 -0.000152566 0.000220259 -0.0019948 -0.000832279 -0.0007838 -0.00122673 -0.00174863 -0.00245748 -0.00132108 0.000160047 -0.00498837 0.000389887 -0.000102919 -0.00125613 0.000599238 0.00142655 0.000412039 -0.000977422 0.000102769 -0.000260546 -0.00127953 -0.00176352 -0.00228537
internal_weight=0 96.474 9463.53 1963.16 953.867 115.966 75.6748 837.901 696.871 141.03 104.431 1009.29 736.498 556.759 405.983 280.179 150.776 125.804 179.739 653.209 247.204 406.005 135.504 272.796 119.176 7500.36 2295.49 629.545 551.279 477.599
internal_count=4780 61 4719 1012 468 61 45 407 327 80 57 544 396 297 217 134 80 83 99 310 130 180 72 148 66 3707 1073 329 300 266
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=31
num_cat=0
split_feature=102 77 11 71 98 61 46 142 148 18 36 110 29 109 131 73 150 94 65 81 14 54 11 108 23 67 60 141 35 39
split_gain=0.0989694 0.382405 0.393207 0.369035 0.284695 0.270984 0.193287 0.210661 0.153318 0.144972 0.319866 0.3611 0.354387 0.390798 0.40885 0.371783 0.290373 0.202628 0.200732 0.26327 0.303831 0.20284 0.201746 0.174133 0.401218 0.332341 0.423228 0.469077 0.383183 0.314502
threshold=0.017724351026117805 0.00044738779251929378 0.027182282879948619 0.0048403022810816774 0.0011261500185355546 0.0048403022810816774 0.012636432424187662 0.0020932231564074759 0.00899649551138282 0.0054799309000372895 0.00037263428384903824 0.00899649551138282 0.015675474889576439 0.0066005610860884198 0.0013146653072908523 0.00073092587990686308 0.0041444667149335155 0.0054799309000372895 0.0022272822679951791 0.0027679565828293566 0.00047558375808876013 0.0035485138650983576 0.0062037324532866487 0.0034400182776153092 0.030689206905663017 0.00073092587990686308 0.0013146653072908523 0.0005893622583243997 0.0012357163941487672 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 6 -2 8 7 -3 -5 23 18 12 13 15 -15 -12 -16 -17 19 -11 21 -21 -22 24 29 26 27 -26 -28 -1
right_child=1 2 -4 5 -6 -7 -8 -9 -10 10 11 -13 -14 14 16 17 -18 -19 -20 20 22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00079347026393075345 -0.00028789575467980344 0.00026520605611692803 0.0027478279939848142 8.3348497781641362e-05 0.0046062704518112785 -0.0056234500944370045 0.0031453291744570479 -0.0029145885314708197 -0.0038716880620043451 -0.0033031387843579134 0.0030967299520229378 -0.004515923977104745 -0.0039511300038650738 0.0060722780399907247 0.0034619601445180625 -5.3111999152790486e-05 -0.0017657263609953942 -0.0029971129996398797 -0.0046547578827874775 -0.00044515464531611095 -0.0004161446826340094 0.0040648242030678758 -0.0058359539199683078 0.00032363683414578665 -0.0049562984008309262 -0.0048388998845600561 -0.00082774287995566673 -0.00078651702322794824 0.0050058444306133008 -0.00027347780605207404
leaf_weight=1027.0192387104034 66.410222291946411 126.65207600593567 54.508641004562378 53.614267826080322 53.774693727493286 81.201470851898193 31.599851608276367 88.470760345458984 45.129753351211548 100.53276753425598 70.468992710113525 38.915262937545776 41.919234275817871 61.043983221054077 55.036040544509888 185.63258290290833 51.344243764877319 85.306363105773926 52.238616943359375 52.399042844772339 43.341006994247437 47.560203313827515 28.435454368591309 4354.3384244441986 87.897238969802856 61.824052333831787 64.6214759349823 289.87920761108398 49.876349210739136 2109.0083367824554
leaf_count=503 33 74 26 24 20 53 14 54 29 57 29 26 24 21 25 110 32 60 34 30 25 17 20 2044 44 38 29 123 20 1142
internal_value=0 -0.000620933 -0.00125107 -0.00176195 0.00190192 -0.00348379 -0.000506135 -0.00104251 -0.00172425 4.1681e-05 -0.000554976 0.000138847 0.000467746 0.000831787 0.00281052 -0.000138569 0.000938827 -0.000980044 -0.00181573 -0.00127102 -8.14388e-05 0.00170067 -0.00256329 0.000109485 -0.000143213 -0.00138354 -0.000949586 -0.0017567 0.00171342 7.59376e-05
internal_weight=0 601.362 481.177 426.668 120.185 179.945 246.723 215.123 98.744 8958.64 914.174 589.667 550.751 508.832 167.424 341.408 106.38 270.939 324.507 272.268 171.736 99.9592 71.7765 8044.46 3690.13 554.098 492.274 377.776 114.498 3136.03
internal_count=4780 327 274 248 53 106 142 128 53 4453 510 327 301 277 78 199 57 170 183 149 92 47 45 3943 1899 254 216 167 49 1645
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=31
num_cat=0
split_feature=93 36 96 17 46 114 0 115 36 22 118 71 71 99 80 107 34 25 147 149 4 24 29 23 14 142 85 32 99 20
split_gain=0.0975076 0.292947 0.372663 0.360534 0.316195 0.383043 0.443418 0.51527 0.46419 0.454597 0.425739 0.422244 0.29406 0.319321 0.448765 0.292935 0.342354 0.493964 0.328436 0.359918 0.449766 0.330543 0.430923 0.286475 0.278998 0.403382 0.461356 0.488091 0.34302 0.514521
threshold=0.00096484774257987748 0.00068727668258361529 0.0016331639490090313 0.011169348377734424 0.0010918468469753864 0.00096484774257987748 0.011519505176693203 0.019431582652032379 0.00037263428384903824 0.00057154725072905432 0.0084566329605877417 0.0022975050378590827 0.00062670491752214741 0.023343417793512348 0.00062670491752214741 0.00046126570669002836 0.0015833032084628942 0.0038949446752667431 0.0053125319536775359 0.00042089859198313212 0.00077738583786413084 0.0022975050378590827 0.013439828064292671 0.011169348377734424 0.00093549740267917525 0.015675474889576439 0.0038949446752667431 0.002945306478068233 0.00085274505545385193 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 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 15 10 7 8 11 -10 12 -7 -6 14 -14 16 17 -1 19 20 -17 22 -21 -23 25 28 27 -27 -2 -30
right_child=24 2 -4 -5 5 6 -8 -9 9 -11 -12 -13 13 -15 -16 18 -18 -19 -20 21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00037445997025306593 -0.00092071435378345771 -0.00074084908125952138 0.0004925137039427785 -0.0046905659706176174 0.0042902459817131056 -0.0016640079067856155 -0.0011996481157458905 -0.0015367416453470808 0.0066312469768587306 0.00093105105201134208 -0.0031468973106271499 0.0024260604928482751 -0.0023746605196737526 0.0023504431682953505 0.00049243562310958145 -0.005786481083731536 -0.0017261108963572344 0.006496018448855361 -0.0031413496985466215 0.0029759647746406175 -5.1773090730759237e-05 0.0015407494221022196 -0.0022484278083289332 -0.0033505917673743463 0.00025887878406929998 -0.00072832464029852094 -0.0065388033826908401 -0.0055310933568780947 0.00068888676523405266 -0.0028055974807131264
leaf_weight=87.897238969802856 894.03836822509766 916.62830686569214 748.35378694534302 61.663626432418823 48.821550130844116 74.78043270111084 119.54321241378784 86.521588087081909 113.23647832870483 50.610296487808228 86.475466251373291 404.05618095397949 168.7317361831665 163.4336793422699 714.06881475448608 58.453107357025146 64.667597770690918 52.719894647598267 128.80779600143433 167.2177197933197 82.370573997497559 48.661124229431152 51.665095567703247 77.784404039382935 2252.4449543952942 486.95415449142456 44.602353811264038 59.347480535507202 1129.2705693244934 116.1722674369812
leaf_count=44 441 546 392 42 22 43 69 54 44 26 43 180 94 56 287 37 40 22 81 71 36 26 24 41 1162 215 30 39 505 68
internal_value=0 0.00016661 -0.000347347 -0.000989807 0.000477928 0.000812646 0.00162295 0.00208568 0.00257335 0.00487053 0.000230566 0.00178731 0.000497281 0.000320286 -5.55592e-05 -0.00035057 0.00128485 0.00266954 -0.000896503 -0.000301722 -0.00243214 0.000567053 0.0017428 -0.00146821 -0.000153046 -0.000492865 -0.00164928 -0.00125007 -0.000173475 0.000362929
internal_weight=0 4577.17 1726.65 978.292 2850.52 2030.28 848.748 729.205 642.683 163.847 1181.53 478.837 1095.06 1046.23 882.801 820.245 205.285 140.617 614.96 486.152 140.824 345.328 218.883 126.446 4982.83 2730.39 590.904 546.302 2139.48 1245.44
internal_count=4780 2320 980 588 1340 918 416 347 293 70 502 223 459 437 381 422 106 66 316 235 73 162 95 67 2460 1298 284 254 1014 573
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=31
num_cat=0
split_feature=33 43 148 106 79 72 69 0 23 147 108 38 52 34 38 15 145 83 25 15 145 20 32 135 110 15 10 104 35 141
split_gain=0.0987205 0.290483 0.404191 0.276768 0.28472 0.327178 0.414483 0.2371 0.506546 0.404704 0.495822 0.489977 0.425622 0.379416 0.279185 0.237298 0.235512 0.358667 0.379478 0.364202 0.442119 0.31382 0.42073 0.368484 0.297228 0.399387 0.504762 0.277345 0.525123 0.440182
threshold=0.00077738583786413084 0.0014881226234138014 0.013032016810029747 0.013439828064292671 0.0026012937305495147 0.000490355829242617 0.00017767510871635753 0.00087947337306104611 0.059226244688034065 0.0045489775948226461 0.0026833302108570938 0.00044738779251929378 0.0060143163427710542 0.0046923852059990176 0.000490355829242617 0.011169348377734424 0.00093549740267917525 0.011519505176693203 0.011519505176693203 0.0068083447404205808 0.00066645268816500913 0.00017767510871635753 0.00062670491752214741 0.0027679565828293566 0.002945306478068233 0.0051502294372767219 0.0013986918493174019 0.0010918468469753864 0.0048403022810816774 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 9 10 11 13 14 -2 15 -12 17 19 24 20 21 22 -9 -23 25 -19 -27 28 -18 -30
right_child=7 2 -4 -5 -6 6 -8 16 -10 -11 12 -13 -14 -15 -16 -17 27 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=2.0206358322357804e-05 0.00031815209383725517 0.0021729957477685793 0.0053636069557037001 -0.001454206105706343 0.0044533007403814873 -0.0039006543557325878 0.0023131975850467241 0.0018983103909286942 -0.0053414456809149427 -0.0033248397507547171 -0.0011891538094745708 -0.0063573728745962461 0.003353428176554347 -0.004625702985584069 -0.0037630729860720735 0.0022699707078538299 -0.00061537954552944095 -0.0033450438944278116 -0.0062326335696232292 0.0026999905478950234 -0.002641151079911753 0.0023991336468945092 -0.0027467780574792753 -0.001886746582490415 -0.0039243358198423313 0.0050385071502827283 -0.00073407711009634792 3.6119291682165215e-05 0.0038063173148333278 -0.0011843257412060563
leaf_weight=2708.4650223255157 181.06847333908081 172.17086338996887 55.196466445922852 102.43581795692444 66.203674554824829 64.461050033569336 45.978004693984985 75.101284503936768 59.66833233833313 112.80132246017456 93.584329843521118 46.711951971054077 134.5169472694397 49.395071506500244 43.868406534194946 105.43978929519653 199.91849231719971 88.631186246871948 43.180581092834473 109.01728200912476 167.35608530044556 219.13548493385315 138.92063093185425 65.034571409225464 83.150643110275269 50.0367751121521 155.72923398017883 3854.3837687969208 212.66832494735718 55.769987821578979
leaf_count=1395 78 69 21 46 26 33 20 35 31 67 48 26 48 32 24 44 94 50 29 52 104 113 84 43 53 16 78 1898 92 31
internal_value=0 0.000225725 0.00132483 0.000830815 0.00150185 0.000810455 -0.0013137 -0.00011437 -0.000903851 -0.000558805 -8.21481e-05 -0.0016879 0.00109714 -0.000741461 -0.000152417 0.000643435 3.95964e-06 -0.000617234 -0.00179242 2.11033e-05 -0.0004177 0.000329216 -0.00111679 0.00141828 -0.00128459 -0.000539006 0.000669661 0.000175728 0.00132465 0.00276948
internal_weight=0 3214.91 506.446 451.249 348.814 282.61 110.439 6345.09 827.055 767.386 654.585 277.175 377.409 230.464 242.893 199.024 5518.03 1195.29 420.728 774.565 665.548 498.192 214.022 284.17 377.548 294.397 205.766 4322.74 468.357 268.438
internal_count=4780 1610 215 194 148 122 53 3170 398 367 300 136 164 110 116 92 2772 657 226 431 379 275 119 156 197 144 94 2115 217 123
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=31
num_cat=0
split_feature=110 84 112 95 10 78 142 80 148 15 59 144 112 117 85 29 101 45 9 42 78 132 62 85 27 125 66 3 30 91
split_gain=0.0989993 0.313797 0.22989 0.144615 0.121675 0.39905 0.228913 0.370123 0.207232 0.186017 0.372665 0.356859 0.285474 0.335677 0.325381 0.281762 0.188637 0.16622 0.329754 0.343887 0.367567 0.31257 0.319718 0.267102 0.211874 0.417882 0.419913 0.394935 0.453788 0.323317
threshold=0.13479631394147876 0.00244467705488205 0.12767273932695392 0.00066645268816500913 0.10522961243987085 0.0058306583669036635 0.00017767510871635753 0.0072436286136507997 0.0070226341485977182 0.044033329933881767 0.0049928687512874612 0.00096484774257987748 0.0019071503775194289 0.00747153488919139 0.00039601318712811922 0.0087224207818508166 0.0016846025246195497 0.0066005610860884198 0.00037263428384903824 0.004017772153019906 0.0036604277556762104 0.00080172589514404546 0.0005375427135732026 0.015200819820165636 0.0013560238294303419 0.0020292587578296666 0.00050559637020342063 0.0070226341485977182 0.0062037324532866487 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 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 9 6 -6 8 -8 17 12 15 13 14 -11 -12 -17 24 19 -19 -21 22 -20 -23 27 26 -26 28 -1 -27
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 11 -13 -14 -15 -16 16 -18 18 21 20 -22 23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.00048257297109351155 -0.0024412903325412064 0.0037427807937279907 -0.0028290194158145762 0.00096253439349570187 0.00045110487907779002 0.0031019273255132873 -0.0068367211747255427 0.00084956888494752399 -0.0017603998435147088 0.0021247704806099045 -0.002551395242772325 -0.0040811293022373048 -0.00044193001259177028 0.00055492724596806025 0.006620663513979776 0.00010879114256145468 0.0031172998199941963 -0.0031243340424882112 -0.00046708250778436502 -0.0014898004321664353 0.00082832068125893328 -0.0016667905142758372 0.0012307634161202671 0.0024562141380888702 -0.0013211131431483478 0.00048740047397869622 0.00090686498082417585 -0.0019975999645253121 0.0038872938703999578 -0.0013450236892328662
leaf_weight=2102.8820879459381 51.137696027755737 72.051191329956055 72.464286804199219 80.054428100585938 57.191760540008545 44.55623197555542 58.820080995559692 36.919968843460083 30.545052528381348 87.484143495559692 66.043248653411865 54.348215103149414 93.5382080078125 104.17844247817993 74.52776312828064 149.94989943504333 79.847880363464355 175.47362613677979 494.10913991928101 480.14408230781555 265.59476733207703 331.82250332832336 631.83660626411438 44.55623197555542 1020.8749315738678 2004.5311028957367 266.74181008338928 151.55615949630737 102.64236569404602 273.5759437084198
leaf_count=991 25 26 40 33 32 19 40 15 16 30 30 30 37 39 25 52 26 96 231 239 121 195 284 19 559 1074 141 97 53 165
internal_value=0 0.00109172 -2.37139e-05 -0.000364251 -1.81836e-06 -0.00114252 -0.00217326 -0.00336177 -0.00510163 2.69041e-05 0.000803895 -0.000357183 0.00193418 0.00276914 0.00419294 0.000326934 0.00115416 -3.91848e-05 -0.000388006 -0.00113281 -0.000664202 6.8702e-05 0.000485682 -0.0011787 0.000103548 -0.000139593 -0.000859567 0.000471366 0.000641024 0.000267346
internal_weight=0 203.243 9356.76 131.192 9284.29 228.033 183.477 126.285 89.3651 9056.26 709.918 350.189 359.729 266.19 162.012 295.841 229.798 8346.34 2423.54 921.212 745.739 1502.32 1125.95 376.379 5922.8 3565.72 1287.62 2357.08 2205.52 2278.11
internal_count=4780 84 4696 58 4656 122 103 71 56 4534 269 138 131 94 55 108 78 4265 1185 456 360 729 515 214 3080 1939 700 1141 1044 1239
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=31
num_cat=0
split_feature=145 24 122 135 106 19 21 82 96 70 59 143 83 68 26 117 117 124 101 54 19 59 110 50 110 89 34 114 11 126
split_gain=0.0977068 0.33103 0.346655 0.48327 0.507545 0.342876 0.326809 0.327293 0.297635 0.309791 0.287689 0.559062 0.263932 0.321556 0.468903 0.258243 0.38904 0.256771 0.222915 0.218605 0.458015 0.314236 0.203433 0.190808 0.176013 0.175605 0.38253 0.407783 0.456024 0.393842
threshold=0.0087224207818508166 0.0072436286136507997 0.00044738779251929378 0.0044099434744566688 0.024810968898236755 0.010180860292166473 0.0020292587578296666 0.0044099434744566688 0.00017767510871635753 0.00046126570669002836 0.023343417793512348 0.0070226341485977182 0.036783467978239066 0.015675474889576439 0.00046126570669002836 0.012636432424187662 0.0012357163941487672 0.0033348383149132137 0.00017767510871635753 0.035692447796463973 0.00096484774257987748 0.0056525857653468856 0.00085274505545385193 0.007706565549597145 0.00044738779251929378 0.00068727668258361529 0.0018488886416889729 0.0054799309000372895 0.027182282879948619 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 5 -5 8 -4 18 9 17 11 -10 13 14 15 16 -3 -2 -8 25 24 22 -22 -15 -21 -1 -27 28 29 -28
right_child=1 12 6 4 -6 -7 7 -9 10 -11 -12 -13 -14 23 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00011485174200377957 0.0019883928982730608 0.0044044999798431503 -0.0020954273069255631 -0.0071245065400679479 0.00048705024285428176 0.0020802284302038968 0.0006819103435074499 -0.001235650141159419 -0.001314089603703356 -0.003292543951782106 0.001811805268513362 -0.005447017079452666 -0.0024115300661304469 0.0014029931196420044 -0.0034455030451559852 0.0032918328473050514 -0.0014085786204284802 -0.0017215177741433691 0.004584047631039547 0.001668032390526473 -0.0011125911833878212 -0.0036903628930991072 0.0035557734219836762 0.00549850619888855 0.0054993515539121084 -0.00067966760058834198 0.0020538674190076658 -0.00017099515354085623 0.0044720124579713172 -0.00035848624786024105
leaf_weight=5636.6811707019806 160.63625574111938 38.341741561889648 75.835231781005859 65.034571409225464 33.021624326705933 89.11246395111084 61.777930498123169 65.515849113464355 327.6253674030304 54.348215103149414 45.978004693984985 109.06340384483337 57.879585981369019 56.457813262939453 64.300624132156372 101.3348970413208 115.43832015991211 65.722396850585938 89.800289392471313 55.036040544509888 45.817578792572021 48.661124229431152 47.560203313827515 57.306064605712891 65.836700916290283 547.67928695678711 431.11598443984985 551.25677967071533 117.34137058258057 278.48296546936035
leaf_count=2754 65 16 41 43 15 38 27 31 166 30 20 63 27 26 37 37 62 38 33 25 24 26 17 17 23 329 210 337 51 152
internal_value=0 -0.000339522 -0.000773594 -0.00123704 -0.00456122 -0.000854677 0.000730258 0.00171733 -0.00119728 9.73322e-05 -0.0019502 -0.00234629 0.000759646 0.00118337 0.00037037 0.00133214 4.07871e-05 0.000911234 0.00299367 7.52557e-05 0.0014926 -0.000432558 0.00126515 0.00346602 0.00375487 2.5982e-05 0.000438176 0.000882394 0.00158461 0.00110714
internal_weight=0 1734.53 1243.47 950.542 98.0562 852.486 292.929 217.094 763.374 280.707 482.667 436.689 491.059 433.179 319.416 255.115 153.78 226.359 151.578 7825.47 262.912 142.039 93.3778 113.764 120.873 7562.56 1925.88 1378.2 826.94 709.599
internal_count=4780 832 610 478 58 420 132 91 382 133 249 229 222 195 152 115 78 103 60 3948 115 67 41 43 48 3833 1079 750 413 362
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=31
num_cat=0
split_feature=37 46 115 100 19 100 22 138 132 101 107 86 148 25 112 44 130 58 95 51 61 107 62 114 142 101 52 67 110 85
split_gain=0.100346 0.22499 0.493944 0.21642 0.188713 0.352369 0.60711 0.248543 0.519526 0.289111 0.348902 0.340547 0.409246 0.24134 0.488039 0.605237 0.399755 0.324033 0.359909 0.297043 0.240687 0.231939 0.221413 0.185561 0.403047 0.370265 0.328663 0.311067 0.381345 0.61634
threshold=0.00017767510871635753 0.096724390983581557 0.00055427959887310873 0.00070876078098081063 0.034632634371519096 0.0049928687512874612 0.00060774214216507982 0.035692447796463973 0.0022272822679951791 0.0016846025246195497 0.013032016810029747 0.0011615398107096555 0.0038949446752667431 0.00077738583786413084 0.00046126570669002836 0.013439828064292671 0.00046126570669002836 0.029773407615721229 0.014740333426743748 0.0038949446752667431 0.0019071503775194289 0.0035485138650983576 0.0013146653072908523 0.0014881226234138014 0.021960759535431865 0.14610802382230761 0.028884131461381916 0.00096484774257987748 0.0019071503775194289 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 22 9 -9 13 11 12 -11 17 15 -15 -16 18 -1 -19 -12 -13 -7 -2 25 26 27 28 -25 -30
right_child=23 2 -4 -5 5 6 -8 8 -10 10 20 21 -14 14 16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00097140824681338797 -0.00043820114014669025 0.0033933840466458414 -0.004105678461429816 -0.0012695015419803277 -0.0036401374432147846 0.00034593055413871684 0.0050670442168616776 0.0064962253898848132 -0.0017285213596897595 0.00058280028724076954 -0.0042787183439836236 0.00044788152570324419 0.002998867985847144 0.00046635546972752018 -0.0023449452140843624 -0.0039850535362636859 0.002963596845767965 -0.0029497646017070576 -0.0027107341257612363 0.0020898916308682599 0.00013658357317539283 -0.0041690376045111456 -0.0052278580154333501 0.00022912579707960604 -0.0022619299371995291 0.0042546351022807591 -0.0039225641397779461 -0.00042599230681355604 0.0039874476624244008 0.00013748870306355153
leaf_weight=1182.8387153148651 2678.3992464542389 47.560203313827515 93.423903942108154 52.192495107650757 87.048987627029419 37.286942481994629 45.611031055450439 46.505404233932495 32.700772523880005 335.85721230506897 45.290179252624512 89.525559425354004 366.56269073486328 1039.2196114063263 383.64802479743958 82.416695833206177 39.07568883895874 114.75049471855164 70.308566808700562 39.236114740371704 96.909152984619141 39.07568883895874 34.12254524230957 935.68287253379822 160.40764760971069 58.567411422729492 46.711951971054077 863.2205867767334 206.45383453369141 209.38962364196777
leaf_count=518 1282 17 52 23 53 18 17 19 23 143 25 52 155 539 215 47 22 67 33 18 38 22 24 484 95 22 26 529 89 113
internal_value=0 0.000175381 -0.00149313 0.000953674 0.000251977 -0.00123118 0.00056079 0.00032757 0.00310059 0.000271606 0.00101894 0.00141055 0.00184364 2.51823e-05 -0.000406394 0.00013927 -0.00185423 0.000498846 0.000764819 -0.00166565 -0.00126968 -0.000954977 -0.00231747 -0.000149623 0.000161987 0.000329578 0.000227926 0.000315466 0.000789035 0.00204888
internal_weight=0 4401.17 193.177 99.7527 4207.99 204.07 117.021 4003.92 79.2062 3924.71 973.22 831.021 702.42 2951.49 1544.36 1121.64 422.724 1407.13 1253.15 153.987 142.199 128.601 71.4095 5158.83 2480.43 2320.03 2261.46 2214.75 1351.53 415.843
internal_count=4780 2140 92 40 2048 112 59 1936 42 1894 435 372 298 1459 823 586 237 636 551 85 63 74 42 2640 1358 1263 1241 1215 686 202
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=31
num_cat=0
split_feature=18 83 81 3 83 86 129 131 126 23 68 89 117 15 94 77 69 14 98 102 31 1 37 142 9 17 102 128 127 102
split_gain=0.0961031 0.277286 0.432277 0.388441 0.386799 0.378773 0.369118 0.352291 0.326874 0.304908 0.292869 0.27919 0.410911 0.741811 0.322365 0.248156 0.257525 0.271548 0.236313 0.224664 0.204627 0.261901 0.203524 0.184422 0.173681 0.172522 0.344391 0.269179 0.248988 0.209735
threshold=0.0010585968848317864 0.014740333426743748 0.0018488886416889729 0.00057154725072905432 0.013032016810029747 0.0005375427135732026 0.00244467705488205 0.0023699469165876512 0.0011980500421486797 0.030689206905663017 0.019431582652032379 0.00062670491752214741 0.04673989117145539 0.012636432424187662 0.020658296532928947 0.016164712607860569 0.0045489775948226461 0.00047558375808876013 0.0022975050378590827 0.00073092587990686308 0.00070876078098081063 0.00070876078098081063 0.0018488886416889729 0.0044099434744566688 0.0013560238294303419 0.040252277627587325 0.0048403022810816774 0.0012745757703669371 0.0005893622583243997 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 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 4 9 7 10 -6 -5 20 19 -3 11 15 13 14 -13 16 17 -2 -8 -9 21 -4 -23 -17 -18 29 27 28 -27 -1
right_child=1 2 3 6 5 -7 18 8 -10 -11 -12 12 -14 -15 -16 23 24 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00027210070025130367 0.0018295107154388396 -0.0055092752960842891 0.0038811567158276074 -0.0046324241824536689 -0.00081629496911207365 0.0045921512743402918 0.00090593471122041552 -1.7879887915178861e-05 0.002411428148646204 -0.0001580418538392015 -0.0044131560539377333 -0.00043588727753550546 0.0061681371953452233 0.0067995272158275118 0.0033563587491379169 -0.0013518183318682129 -0.0030054995965602222 -0.00044213550441542259 -0.0034603797916683784 -0.0051153225768585872 -0.0010041037990788466 -0.0016747345094774995 0.002729794093109398 -0.0059310355242434536 -0.00025436008844683029 -0.0024075485836058045 0.0027513411853899721 -0.0051197414636692529 0.0014936708612990938 -0.00046936558350901131
leaf_weight=5591.4812340736389 185.17336559295654 82.783669471740723 107.18241381645203 92.208678960800171 51.137696027755737 88.218090772628784 92.689956665039062 33.549023866653442 34.076423406600952 39.236114740371704 39.07568883895874 494.63854050636292 33.549023866653442 43.134459257125854 63.199703216552734 61.824052333831787 124.01507830619812 454.32356524467468 46.551526069641113 60.769253253936768 68.359394550323486 56.457813262939453 48.98197603225708 34.12254524230957 106.74725794792175 114.17697334289551 47.399777412414551 51.344243764877319 63.727102756500244 1149.8652138710022
leaf_count=2666 85 50 37 58 25 36 46 14 13 18 22 315 14 18 28 38 79 251 30 40 33 26 18 24 60 57 21 32 27 599
internal_value=0 -0.000263407 -0.00106091 -0.000541543 7.85377e-05 0.00260748 -0.00217872 0.00038407 -0.00178575 -0.00378856 -0.00013638 -3.19787e-05 0.000782862 0.000482232 -6.24871e-06 -0.000567097 -0.000301031 0.000215645 -0.000553821 -0.00330216 0.00137557 0.00214065 0.000371386 -0.00298038 -0.00173286 9.54095e-05 -0.00112835 -0.00193052 -0.00101009 0.000145629
internal_weight=0 2542.01 762.846 640.826 1779.16 139.356 231.45 409.376 128.395 122.02 1639.8 1600.73 634.522 600.973 557.838 966.206 870.259 639.497 139.241 94.3183 280.982 212.622 105.44 95.9466 230.762 7017.99 276.648 229.248 177.904 6741.35
internal_count=4780 1378 383 315 995 61 134 181 67 68 934 912 375 361 343 537 475 336 76 54 114 81 44 62 139 3402 137 116 84 3265
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=31
num_cat=0
split_feature=58 100 22 145 72 101 101 60 37 108 76 95 95 82 95 30 136 45 101 0 38 11 37 50 38 83 24 84 52 87
split_gain=0.091583 0.367974 0.408821 0.320645 0.292371 0.342834 0.527024 0.399003 0.337676 0.37943 0.381023 0.352367 0.301889 0.281229 0.265515 0.277081 0.257835 0.234162 0.280062 0.223582 0.484572 0.429127 0.521014 0.354379 0.579178 0.333096 0.279741 0.23211 0.269581 0.388249
threshold=0.0011615398107096555 0.013032016810029747 0.00066645268816500913 0.00066645268816500913 0.0037758676335215573 0.0026012937305495147 0.0087224207818508166 0.0033348383149132137 0.00087947337306104611 0.0005375427135732026 0.0028552538715302949 0.0049928687512874612 0.00899649551138282 0.0034400182776153092 0.00244467705488205 0.00038414125447161501 0.0005375427135732026 0.00082683752407319855 0.00017767510871635753 0.00087947337306104611 0.000490355829242617 0.010180860292166473 0.00087947337306104611 0.021960759535431865 0.00085274505545385193 0.045367386192083366 0.00073092587990686308 0.0005893622583243997 0.0037758676335215573 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 9 17 11 -11 14 -14 16 -16 -10 18 -1 20 21 25 -23 -22 -25 27 -27 28 29 -2
right_child=19 3 -4 -5 5 6 -8 -9 12 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0013172844032831455 0.00088157952295562212 -0.00034973162265936292 -0.0012487693528375752 0.0053131500990590786 -0.00092251996425566588 0.00088320614491014691 -0.0016931680811339167 0.0073643328808914461 0.00011669873897713072 0.0017578189387316503 -0.0018359261532373151 0.0046454730630362383 -0.0057340375138034564 0.00037963546319891701 0.0045893477448925987 -0.00024060937828053382 -0.0045754989097304922 -0.0037878779914861365 0.0033286006352863566 3.3381487397902424e-05 -0.0047566284034497412 -0.0059277036026056835 0.00068241303172516133 -0.0045798816140115986 0.0023102439016461063 5.1478739985606818e-05 -0.0043818075089620181 -0.0015194383130178841 0.0020886811559830197 -0.0038262760940231777
leaf_weight=84.732841730117798 211.29267406463623 40.497461557388306 437.67538809776306 65.309301376342773 571.89554500579834 48.133724689483643 67.671569108963013 46.872377872467041 162.63154983520508 451.77681016921997 57.352186441421509 137.88789224624634 43.707980632781982 33.021624326705933 61.571382761001587 57.352186441421509 35.7047438621521 42.446633815765381 52.559468746185303 5890.2841141223907 113.69569563865662 67.144169569015503 53.614267826080322 56.824786901473999 65.836700916290283 77.371308565139771 65.882822751998901 102.64236569404602 301.36769342422485 55.24258828163147
leaf_count=50 102 23 253 24 357 27 38 22 76 193 28 49 28 15 20 28 21 23 26 2931 69 39 24 29 23 27 34 53 116 32
internal_value=0 0.000260149 0.000132564 0.00314569 0.00044176 -0.000346417 0.00167888 0.00408075 0.000916038 0.0014901 0.00205466 0.00243307 -0.000288592 -0.00310294 0.00039206 0.00226005 -0.000727996 -0.000542178 0.000461295 -9.20609e-05 -0.000723098 -0.000211572 -0.00299295 -0.00274568 -0.000881711 0.000201152 -0.0019874 0.00066871 0.00106419 -9.41793e-05
internal_weight=0 2498.8 2392.99 105.807 1955.32 734.573 162.678 95.0061 1220.75 826.756 647.017 589.665 393.989 76.7296 317.26 118.924 198.336 179.739 137.292 7061.2 1170.92 934.558 120.758 236.357 122.661 813.799 143.254 670.545 567.903 266.535
internal_count=4780 1301 1254 47 1001 444 87 49 557 369 270 242 188 43 145 48 97 99 76 3479 548 427 63 121 52 364 61 303 250 134
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=31
num_cat=0
split_feature=12 113 106 55 19 46 72 15 36 70 11 60 50 13 148 99 11 89 97 147 19 109 144 62 25 147 98 75 52 0
split_gain=0.093031 0.345025 0.328903 0.580479 0.425208 0.225573 0.283503 0.241021 0.211721 0.208637 0.433354 0.369219 0.423032 0.444981 0.423383 0.421112 0.420936 0.35315 0.433908 0.414815 0.350889 0.328523 0.325035 0.379162 0.349121 0.326876 0.29606 0.284391 0.357055 0.281142
threshold=0.012636432424187662 0.0023699469165876512 0.004017772153019906 0.0005375427135732026 0.0013986918493174019 0.029773407615721229 0.0012357163941487672 0.0022975050378590827 0.0048403022810816774 0.00082683752407319855 0.0087224207818508166 0.00085274505545385193 0.0038949446752667431 0.00044738779251929378 0.0070226341485977182 0.023343417793512348 0.00070876078098081063 0.00068727668258361529 0.018276390619575981 0.00085274505545385193 0.00017767510871635753 0.0034400182776153092 0.0038949446752667431 0.0005375427135732026 0.00052132029668428015 0.0062037324532866487 0.019431582652032379 0.00077738583786413084 0.016164712607860569 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 -4 6 7 -2 9 10 11 15 13 21 20 27 -16 18 -11 -19 -14 -13 24 25 -21 -24 -26 -1 -29 -12
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 17 29 12 14 -15 16 -17 -18 19 -20 22 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00010475640299899145 0.00022222005249190077 -0.0021971797105588479 0.0085552607736828663 -0.00025080228605791911 0.0023618529019060436 0.0024971794466064233 -0.00050310252330178164 0.0055971090887338495 -0.0010349901563642394 9.4180711279585546e-05 -0.0032279127255937859 0.00082396922115173887 -0.0032274815214057596 -0.0018518280788140254 0.0027882107593496029 0.001892037638835073 -0.0035249495822116672 -0.0026823069950965488 -0.0044603923034390999 -0.0013771120438376369 0.0012158098103532738 0.0044794422123787484 0.0046423793310263785 -0.0017575678006129033 0.0023336185813896296 0.00027799799118082962 0.006255965204606348 -0.0017737146864358893 0.0016763082512334334 -0.00084160966439720457
leaf_weight=1118.4237871170044 47.078925609588623 111.21912384033203 47.032803773880005 104.27068614959717 67.465021371841431 96.427875280380249 560.04008555412292 37.447368383407593 517.93636393547058 3307.0493950843811 155.36226034164429 96.955274820327759 49.188523769378662 53.66038966178894 33.549023866653442 185.65464329719543 123.9689564704895 64.461050033569336 53.132990121841431 54.348215103149414 459.52737736701965 167.90554523468018 63.727102756500244 133.07311415672302 332.37196326255798 131.28436779975891 56.251265525817871 645.84978675842285 84.847145795822144 600.48942422866821
leaf_count=496 29 70 18 61 31 50 361 14 293 1609 75 49 25 35 14 73 68 33 36 30 182 66 27 84 157 80 19 372 35 288
internal_value=0 0.000439129 0.00074463 0.00244811 0.00490595 0.000241701 -9.57212e-05 0.00260344 -5.54009e-05 8.24975e-06 -0.000261418 6.59773e-06 0.000801358 0.00230013 8.48055e-05 -0.000378037 -0.00218034 0.000250902 2.21614e-05 0.00117083 0.000786181 0.00314132 0.00149295 0.000300097 0.00237643 0.00170422 0.00290136 -0.000605956 -0.0013731 -0.0013321
internal_weight=0 1070.98 959.763 218.769 114.498 740.994 644.566 84.5263 8489.02 7971.08 3775.38 3019.53 984.755 318.521 666.234 2034.78 157.518 4195.7 3360.18 835.517 508.716 264.861 771.056 328.085 442.971 195.011 388.623 1849.12 730.697 755.852
internal_count=4780 634 564 110 49 454 404 43 4146 3853 1778 1415 439 150 289 976 82 2075 1645 430 207 115 397 191 206 107 176 903 407 363
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=31
num_cat=0
split_feature=136 70 11 71 17 4 65 15 78 0 146 60 14 27 14 105 14 81 144 108 123 31 135 61 92 32 95 104 18 63
split_gain=0.0915271 0.0945585 0.519654 0.339771 0.333606 0.412028 0.329885 0.356857 0.305339 0.268958 0.530586 0.425521 0.377608 0.435855 0.414943 0.37783 0.275156 0.295243 0.478623 0.331777 0.274086 0.371977 0.280239 0.266124 0.291411 0.242918 0.304205 0.235176 0.223186 0.362198
threshold=0.013032016810029747 0.0010918468469753864 0.0087224207818508166 0.15819545835256579 0.00040826165059115743 0.00077738583786413084 0.0016846025246195497 0.0087224207818508166 0.016668972559273246 0.0038949446752667431 0.00017767510871635753 0.0084566329605877417 0.007706565549597145 0.010180860292166473 0.0038949446752667431 0.00052132029668428015 0.00017767510871635753 0.020658296532928947 0.0013146653072908523 0.0038949446752667431 0.00043393640953581786 0.0032328735105693345 0.00050559637020342063 0.0014881226234138014 0.00068727668258361529 0.0042751494329422721 0.0049928687512874612 0.0025217677466571335 0.0010585968848317864 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 4 6 -6 7 8 -4 10 -3 16 13 14 15 -12 23 20 27 -20 21 -18 -22 -11 -25 26 -13 -19 -1 -30
right_child=-2 9 3 -5 5 -7 -8 -9 -10 11 12 25 -14 -15 -16 -17 17 18 19 -21 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00023204117104528221 0.0015204605904466234 -0.0046656502336334471 -0.005443183643463325 -0.0057051414348333607 -0.0027953989638302042 0.0002518829572550197 -0.0066178104699499063 0.00040176569374169636 -0.00039707576465890666 0.003788605234222911 0.0022521361171588417 0.0036912868889950007 -0.0039680193857898061 0.0037424455599143814 -0.0043989302728046787 0.00037766161742523014 -0.0020081122042223797 0.0008646658621573244 0.0066256611439704854 0.00096038659746489367 -0.0016427261968365394 0.0004988673378070774 0.00054939721298885103 0.0027068998088757672 -0.0025076831925771289 -0.001626036815505519 -0.00023512442472005675 -0.0024716318221405628 -0.0019546716509980847 0.00053817639249167655
leaf_weight=3557.8529138565063 97.96395206451416 47.078925609588623 79.045750856399536 40.13048791885376 141.03022909164429 519.70104885101318 40.864435195922852 105.6002151966095 48.294150590896606 71.363365888595581 331.06449460983276 145.73070311546326 42.286207914352417 118.76314330101013 40.337035655975342 1430.0667424201965 708.68251633644104 120.91886329650879 47.399777412414551 56.824786901473999 213.90761137008667 187.00823378562927 457.85493612289429 48.98197603225708 59.14093279838562 46.184552431106567 74.573884963989258 93.7908775806427 320.08134794235229 267.47575736045837
leaf_count=1710 36 29 46 20 80 249 26 40 23 31 141 60 27 52 27 696 397 59 21 29 134 100 248 18 32 27 36 55 184 147
internal_value=0 -1.57419e-05 -0.000161299 -0.00120013 -0.00100668 -0.000398546 -0.00247419 -0.00174727 -0.00352943 0.0001559 0.000579849 -0.00020938 0.000705683 0.000808605 0.000615189 0.000730033 -0.000451941 -0.000629936 0.000756791 0.00353687 -0.000912097 -0.00148469 -0.000148635 0.00141877 -0.000145366 0.00167099 0.00236218 -0.000592717 8.29504e-05 -0.000819843
internal_weight=0 9462.04 5120.08 974.666 934.536 660.731 273.805 232.94 127.34 4341.96 2009.6 2332.36 1962.52 1920.23 1801.47 1761.13 2065.87 1886.39 318.934 104.225 1567.45 895.691 671.763 179.486 108.123 266.489 220.305 214.71 4145.41 587.557
internal_count=4780 4744 2525 484 464 329 135 109 69 2219 972 1247 943 916 864 837 1124 1043 164 50 879 497 382 81 50 123 96 114 2041 331
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=31
num_cat=0
split_feature=120 52 87 117 10 42 42 85 27 47 24 113 73 24 102 121 109 24 75 113 83 52 25 129 97 36 45 83 37 111
split_gain=0.0958144 0.155377 0.192115 0.101261 0.249907 0.280706 0.41586 0.58202 0.554795 0.312909 0.28971 0.404736 0.209638 0.458046 0.457236 0.403858 0.370118 0.330919 0.319658 0.350036 0.363949 0.265646 0.291259 0.245064 0.220176 0.234326 0.220034 0.355433 0.33169 0.30255
threshold=0.0025217677466571335 0.0060143163427710542 0.00090704852482303988 0.0015833032084628942 0.10522961243987085 0.0027679565828293566 0.0051502294372767219 0.0010585968848317864 0.0020292587578296666 0.0066005610860884198 0.0010263677686452868 0.0014881226234138014 0.0053125319536775359 0.002945306478068233 0.0012357163941487672 0.00055427959887310873 0.0084566329605877417 0.0072436286136507997 0.0095705352723598498 0.0013146653072908523 0.045367386192083366 0.0079489401541650313 0.0060143163427710542 0.02636832278221846 0.0036604277556762104 0.00096484774257987748 0.041476719081401832 0.02636832278221846 0.00066645268816500913 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 9 -9 -7 -8 -12 26 18 15 17 -17 -15 19 20 23 22 -21 -14 -20 -26 29 28 -28 -5
right_child=1 -3 -4 12 -6 6 10 8 -10 -11 11 -13 13 14 -16 16 -18 -19 24 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.6702763208483607e-05 -0.0019591447499555633 0.0026444859253685134 0.0019304148845368286 -0.00012085739468999621 -0.0022407499012290721 0.0035866610742525556 -0.0010045437760546761 0.008842861415337586 0.0019173657086462568 -0.0016430400968184965 0.0043414869837618683 -0.00031212820462577271 -0.0043408180337498013 0.005285589559407099 -0.00060857889733398807 -0.0033471254680098282 0.0025809989522046113 0.00024454607837745296 -0.0013964781857216863 -0.0011331348682312621 0.0013293050966257337 -0.0043048275305552393 0.0027057075805907473 -0.00088404276452174249 0.0048525730226038804 0.00014326125329176045 0.0049160828035000352 -6.2922190528873188e-05 0.00031586323015775429 0.0019362251423663244
leaf_weight=1164.5200979709625 65.722396850585938 88.905916213989258 61.410956859588623 5276.1244215965271 91.841705322265625 48.294150590896606 205.81213092803955 59.461784601211548 56.297387361526489 70.148140907287598 82.370573997497559 107.96248292922974 245.18661117553711 102.22927021980286 476.22367739677429 52.238616943359375 53.086868286132812 47.766751050949097 112.48047065734863 169.25913572311401 42.240086078643799 42.446633815765381 69.781167268753052 64.828023672103882 39.236114740371704 80.834497213363647 93.171234369277954 237.48016476631165 67.625447273254395 185.01293969154358
leaf_count=671 38 31 24 2510 55 23 105 24 30 37 36 54 156 39 276 34 25 24 75 93 16 23 34 36 18 50 34 93 27 89
internal_value=0 0.00104101 -8.03177e-05 -2.4069e-05 0.000303168 0.000433337 0.00128323 0.0029535 0.00547477 0.00048934 0.000295764 0.00170182 -0.000106861 -0.000614525 0.000306709 0.0020139 -0.000359192 0.00368025 -0.00139247 -0.00197428 -0.00302472 -0.000659752 -1.24916e-05 -0.00361796 0.000193076 0.00168215 3.15771e-05 0.00116616 0.00298139 -5.11674e-05
internal_weight=0 216.039 127.133 9343.96 1886.71 1794.87 630.347 234.201 115.759 118.442 396.145 190.333 7457.25 1597.84 731.545 255.322 105.325 149.996 866.293 633.742 352.255 281.487 239.04 310.015 232.551 120.071 5859.41 398.277 160.797 5461.14
internal_count=4780 93 62 4687 1035 980 309 114 54 60 195 90 3652 899 398 122 59 63 501 358 208 150 127 192 143 68 2753 154 61 2599
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=31
num_cat=0
split_feature=22 0 131 51 85 147 40 118 58 82 5 59 94 9 71 22 11 20 100 82 12 3 105 99 92 148 18 58 51 80
split_gain=0.0915418 0.341082 0.350089 0.284518 0.344856 0.338421 0.267513 0.259165 0.238599 0.287848 0.205629 0.203903 0.405301 0.309465 0.238475 0.171685 0.318636 0.170237 0.165582 0.257982 0.161673 0.146674 0.139522 0.129747 0.178241 0.162347 0.149408 0.148522 0.36035 0.73428
threshold=0.0014427106943912806 0.0058306583669036635 0.015200819820165636 0.00066645268816500913 0.0005375427135732026 0.0013146653072908523 0.015675474889576439 0.0023699469165876512 0.011519505176693203 0.00096484774257987748 0.0031340263085439806 0.0034400182776153092 0.0084566329605877417 0.00096484774257987748 0.037906534969806678 0.0013146653072908523 0.0087224207818508166 0.00055427959887310873 0.0028552538715302949 0.00085274505545385193 0.0019071503775194289 0.00044738779251929378 0.0032328735105693345 0.11759182065725328 0.0049928687512874612 0.0020292587578296666 0.13848232477903369 0.017188700847327713 0.0011261500185355546 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 5 7 -2 11 10 9 21 22 12 -3 -13 -15 23 -17 -7 19 -6 -20 -4 -5 26 25 -25 27 -1 29 -29
right_child=1 6 8 4 18 17 -8 -9 -10 -11 -12 13 -14 14 -16 16 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00010248088534542839 0.0031280772071973725 0.0014974081821675226 0.0030291774682277782 -0.0065471257833118459 -0.0026030900169816472 -0.0041417198586342274 -0.0030591768218272038 -0.0080208669029291895 0.0037028637460962753 -0.0034547047990536937 -0.00022823707320954862 0.0045281925811837568 -0.0041635530339059435 -0.00080872560512652066 0.0036686652306545178 0.0001150557041636342 0.005497388914828062 0.00025995961203715342 1.1794231765951312e-05 0.0022666141260544478 -0.0043342205717154629 -0.0007432933026689561 -0.0026790770237043356 0.0037124337262910978 -0.00098010985675936598 0.00014199793874688208 -0.0020966614269778724 7.7859820922639871e-05 0.00015024292405354573 -0.0045105782184401101
leaf_weight=7013.5246803760529 56.618239164352417 101.01404523849487 53.247294187545776 43.341006994247437 47.445899248123169 41.758808374404907 41.758808374404907 34.64994478225708 49.50937557220459 48.867671966552734 41.185286998748779 83.425373077392578 46.024126529693604 90.947332143783569 44.189258337020874 82.737547636032104 41.185286998748779 46.344978332519531 34.443397045135498 63.727102756500244 56.503935098648071 49.922471046447754 50.449870586395264 81.636626720428467 58.934385061264038 52.192495107650757 84.205442190170288 211.17836999893188 660.52473020553589 148.50606632232666
leaf_count=3477 22 45 21 25 32 28 28 23 17 33 18 34 31 53 16 39 18 23 16 27 37 31 30 30 25 23 51 117 322 88
internal_value=0 -0.00042358 -0.00107923 -0.00176893 -0.00250116 0.000111944 0.000732077 -0.00416351 0.000688136 -0.000293578 -0.00317329 0.00116511 -0.000274518 0.00213363 0.000655368 5.65153e-05 0.00190385 -0.00182632 -0.00110605 0.000188344 -0.00268831 0.00120373 -0.00446651 2.89692e-05 0.00131103 0.00231999 -1.47388e-06 2.04868e-05 -0.000543189 -0.00181661
internal_weight=0 1125.37 718.015 516.468 371.746 144.722 407.359 169.626 201.547 152.037 134.976 365.6 147.038 218.562 135.137 8434.63 123.923 88.1038 202.12 111.173 90.9473 103.17 93.7909 8310.7 192.764 133.829 8117.94 8033.73 1020.21 359.684
internal_count=4780 590 383 281 208 73 207 96 102 85 73 179 76 103 69 4190 57 51 112 59 53 52 55 4133 78 53 4055 4004 527 205
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=31
num_cat=0
split_feature=110 76 82 112 47 42 9 83 14 106 51 117 77 11 36 7 60 33 10 87 22 118 117 63 7 133 27 79 8 35
split_gain=0.0925507 0.224226 0.399975 0.20288 0.217464 0.0968694 0.283235 0.21323 0.262332 0.199451 0.274099 0.263185 0.223938 0.214675 0.258478 0.236793 0.191423 0.297305 0.252555 0.409326 0.389518 0.353353 0.484861 0.274449 0.232811 0.226155 0.184697 0.393367 0.214406 0.183241
threshold=0.13479631394147876 0.00077738583786413084 0.00017767510871635753 0.12767273932695392 0.0066005610860884198 0.00017767510871635753 0.0042751494329422721 0.016164712607860569 0.00062670491752214741 0.00064626874518580746 0.00080172589514404546 0.0042751494329422721 0.0015349716995842757 0.0016846025246195497 0.00017767510871635753 0.0015833032084628942 0.079227816313505187 0.00244467705488205 0.0013986918493174019 0.0030382014811038975 0.0013146653072908523 0.00064626874518580746 0.014293605927377941 0.0038949446752667431 0.0020292587578296666 0.044033329933881767 0.010180860292166473 0.002945306478068233 0.0011261500185355546 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 7 9 -9 13 12 -12 -11 14 -1 -15 18 -18 19 21 23 22 -7 -21 -23 26 28 -28 -20 -27
right_child=1 -3 -4 4 -6 16 -8 8 -10 10 11 -13 -14 15 -16 -17 17 -19 25 20 -22 24 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0017846311142190989 0.0023814023819747031 0.0036773101695033155 -0.0028957389286113004 4.119191903077907e-05 -0.0054375155969283986 0.0001191742730650335 -0.0037170848709202897 -0.0041153718401783258 0.00025880702639042116 0.001828274995850841 0.0042039762726937477 0.00042896815334993936 -0.0030282751022194954 -0.0029999447272440454 -0.00077183620179398661 0.00033979561061439552 -5.2537435772172015e-06 -0.0052043648757809716 -0.00063552931881844562 0.0056658065011356692 2.7417361317045902e-05 -0.0014766235058155327 0.0033642477358094142 0.0013133337056112475 0.00097833934154756036 -0.0039028182070371537 0.0023437853360496301 -0.00033570113428835847 7.9255500083920671e-05 0.00077595501569335205
leaf_weight=160.52195167541504 79.687454462051392 58.200437784194946 65.355423212051392 36.759542942047119 35.7047438621521 356.42779541015625 62.191025972366333 73.679511785507202 64.09407639503479 40.65788745880127 90.006837129592896 94.799554824829102 57.031334638595581 137.2923104763031 257.45516610145569 86.521588087081909 73.679511785507202 43.868406534194946 1341.3433125019073 99.385724782943726 95.533502101898193 318.72775745391846 170.01514339447021 56.985212802886963 138.5536572933197 66.456344127655029 250.32224106788635 302.49267578125 4815.7046720981598 30.545052528381348
leaf_count=80 30 19 35 19 21 189 41 34 30 19 40 42 36 76 166 54 34 24 624 37 48 157 62 25 81 44 113 173 2411 16
internal_value=0 0.00105557 3.55516e-06 -2.29285e-05 -0.00265829 -2.35945e-06 -0.000437474 -0.00024543 -0.00208045 2.80967e-05 0.00113517 0.00226752 -0.001007 -0.0004592 0.000209962 -0.00170887 5.75885e-05 -0.00194554 8.6866e-05 0.000744497 0.00254287 0.000283984 0.00116717 0.00407966 -0.000732784 -3.25117e-05 2.14051e-06 0.000877607 -7.64639e-05 -0.00242951
internal_weight=0 203.243 145.043 9356.76 72.4643 9284.29 1124.25 1062.06 137.774 924.287 282.496 184.806 97.6892 641.791 417.977 223.814 8160.04 117.548 8042.49 1235.63 251.904 983.724 526.443 156.371 457.281 6806.86 6709.86 552.815 6157.05 97.0014
internal_count=4780 84 65 4696 40 4656 618 577 64 513 137 82 55 376 246 130 4038 58 3980 599 110 489 251 62 238 3381 3321 286 3035 60
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=31
num_cat=0
split_feature=33 43 148 82 109 112 150 22 19 70 140 80 39 15 106 94 95 109 8 21 51 35 63 99 54 32 30 85 29 38
split_gain=0.0927429 0.264623 0.345906 0.345189 0.398925 0.32167 0.30401 0.296953 0.391833 0.294531 0.279449 0.531791 0.253023 0.246749 0.224999 0.234877 0.316698 0.256095 0.220543 0.21665 0.20773 0.206023 0.320564 0.426747 0.204157 0.199361 0.334516 0.304636 0.484555 0.444213
threshold=0.00077738583786413084 0.0014881226234138014 0.013032016810029747 0.00017767510871635753 0.011519505176693203 0.00093549740267917525 0.0036604277556762104 0.00043393640953581786 0.017188700847327713 0.0041444667149335155 0.0051502294372767219 0.00050559637020342063 0.0012745757703669371 0.099488973617553725 0.013439828064292671 0.00093549740267917525 0.0016846025246195497 0.0058306583669036635 0.000490355829242617 0.001792412775103003 0.0015833032084628942 0.025578102096915249 0.0011615398107096555 0.010500331409275534 0.0027679565828293566 0.0036604277556762104 0.00085274505545385193 0.00080172589514404546 0.013439828064292671 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 7 25 6 -6 8 9 10 11 -1 -9 -12 15 17 20 18 -3 -16 -17 -2 -23 -24 -14 27 -27 28 -5 -29
right_child=21 2 -4 4 5 -7 -8 12 -10 -11 13 -13 24 -15 19 16 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.00059449366724305852 -0.00016942810482851591 0.0033129072736463173 0.0050040740226420799 -0.0025234663334143064 -0.0030200652192398942 -0.0063793821800304067 0.00083555359947289304 -0.0031814786341244645 -0.0039864966288446976 0.0048077123138103792 -0.00042268914559496731 0.0038960467582724897 -0.00089739062532342203 0.0029281564070428381 -0.0037791393360208205 0.0022310156718601268 -6.9203602509406863e-05 -0.0028794075497488212 -0.0010461270705990813 0.00084070887420347167 0.0065085621070158214 0.0037599512627378459 -0.0016129527622291589 0.0038374157232377738 0.0033469603072829057 0.0033799480996646982 -0.0005632789430135653 0.0014111648066294437 0.0007768696392421576 -0.0025332076375341912
leaf_weight=367.57336902618408 6087.7721564769745 64.781901836395264 55.196466445922852 303.5013530254364 133.39396595954895 40.864435195922852 82.897973537445068 86.315040349960327 39.07568883895874 51.298121929168701 406.69317865371704 182.53636789321899 105.69245886802673 63.520555019378662 46.344978332519531 59.461784601211548 66.570648193359375 51.137696027755737 52.559468746185303 56.090839624404907 54.302093267440796 86.268918514251709 119.74976015090942 51.298121929168701 38.708715200424194 98.858325242996216 117.96101379394531 322.3513720035553 175.54180836677551 91.681279420852661
leaf_count=227 3037 25 21 160 76 26 35 47 22 21 175 90 62 20 23 24 29 25 26 23 19 36 76 21 19 38 72 176 70 59
internal_value=0 0.000218784 0.00126783 2.26269e-05 -0.00053652 -0.00231098 -0.00154233 0.000592461 0.000931519 0.00111085 0.000924985 0.00169001 -0.00103981 2.99722e-05 0.000810815 0.00141585 0.00266994 7.35182e-05 0.00136041 -0.00124945 0.00427279 -0.000110853 0.00127496 2.16402e-05 0.000240366 -0.000125389 0.00123463 -0.000455571 -0.00131408 0.000537743
internal_weight=0 3214.91 506.446 2708.47 1367.05 257.156 216.292 1341.41 1110.7 1071.62 1020.32 550.11 230.716 470.214 451.249 348.814 180.335 168.479 117.341 102.436 113.764 6345.09 257.317 171.048 144.401 1109.9 216.819 893.076 479.043 414.033
internal_count=4780 1610 215 1395 712 137 111 683 555 533 512 317 128 195 194 148 72 76 51 46 43 3170 133 97 81 575 110 465 230 235
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=31
num_cat=0
split_feature=145 108 128 72 112 141 122 50 118 142 125 110 95 138 2 148 60 25 94 150 146 1 100 114 2 18 83 83 7 81
split_gain=0.08613 0.407547 0.326962 0.320001 0.334424 0.323795 0.338928 0.365375 0.411911 0.322196 0.284562 0.304935 0.313995 0.270863 0.366119 0.251451 0.293667 0.243787 0.294921 0.2781 0.190632 0.173566 0.164006 0.153983 0.142494 0.133649 0.27166 0.304399 0.311992 0.274788
threshold=0.0087224207818508166 0.0030382014811038975 0.0010918468469753864 0.019431582652032379 0.00040826165059115743 0.00017767510871635753 0.0005375427135732026 0.012636432424187662 0.00037263428384903824 0.0049928687512874612 0.0098710241727530974 0.0035485138650983576 0.0021592099219560628 0.00082683752407319855 0.00017767510871635753 0.017188700847327713 0.0025217677466571335 0.0014881226234138014 0.0033348383149132137 0.0025217677466571335 0.0012745757703669371 0.0018488886416889729 0.00017767510871635753 0.0066005610860884198 0.00070876078098081063 0.0010585968848317864 0.014740333426743748 0.013032016810029747 0.0012357163941487672 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 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 17 4 5 -3 7 8 -7 -8 11 15 24 14 22 16 -6 18 19 -2 -15 -5 -4 -22 -13 -1 27 -27 -29 -28
right_child=1 3 13 21 10 6 9 -9 -10 -11 -12 12 -14 20 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00020294358361210089 -0.0013942232215818869 0.003269148087064272 0.00058324586923966368 0.00113147852693354 -0.0039983827671706143 -0.0032880257142968989 0.00010673093186778549 0.0022253934301059704 0.0003285709513662484 0.0049288723009836589 -0.0049836398146602661 -0.0035464387424820765 0.0026269714878049779 0.0007423363276162177 -0.0019151434214771512 0.00083068770199077192 0.00061109750286752183 -0.0061141089079114709 0.00014195981859748143 -0.0070307545695329349 -0.0059442717513166878 0.0055573460577777664 0.0047746296568310339 -0.0016906485913250177 0.00036036131309889817 -9.9528034015870456e-05 -0.0034886933047386425 -0.00037042329815125297 0.0046672027455944556 -0.00066904624808117059
leaf_weight=5550.5265562534332 45.978004693984985 102.22927021980286 41.552260637283325 51.504669666290283 134.44876503944397 145.29554724693298 74.940858602523804 93.698633909225464 171.85001158714294 64.414928197860718 41.919234275817871 41.024861097335815 106.65501427650452 39.60308837890625 65.882822751998901 64.09407639503479 46.505404233932495 48.500698328018188 78.472229480743408 41.758808374404907 36.071717500686646 38.869141101837158 53.247294187545776 51.871643304824829 54.141667366027832 1481.3909268379211 101.95454025268555 54.508641004562378 70.468992710113525 566.61954855918884
leaf_count=2703 20 39 21 28 74 83 39 33 77 22 24 22 38 21 34 30 19 30 36 28 24 15 21 31 23 850 58 26 29 282
internal_value=0 -0.000318774 -0.00151812 0.000170996 -5.58075e-05 0.00068504 0.000204902 -0.000517847 -0.00132832 0.00233569 -0.00104468 -0.000675181 0.000764032 -0.000417799 0.000947809 -0.00186052 -0.00281374 -0.0029952 -0.00208508 -0.00407696 -0.00213819 0.00303501 0.00293747 -0.00343536 -0.0013238 7.06568e-05 -0.000252103 0.000100389 0.00247006 -0.00109903
internal_weight=0 1734.53 502.939 1231.59 1141.22 652.429 550.2 410.844 317.146 139.356 488.789 446.87 201.822 288.229 160.682 245.048 180.954 214.71 166.209 87.7368 127.546 90.3738 94.7996 87.9434 95.1665 7825.47 2274.94 1606.37 124.978 668.574
internal_count=4780 832 266 566 523 293 254 193 160 61 230 206 83 152 76 123 93 114 84 48 76 43 42 55 45 3948 1245 905 55 340
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=31
num_cat=0
split_feature=31 24 21 74 105 58 100 22 76 60 72 145 133 1 70 61 122 150 30 52 42 0 38 117 20 11 8 10 126 27
split_gain=0.0873471 0.239774 0.230103 0.201902 0.107118 0.0946958 0.315319 0.330636 0.258278 0.313562 0.295708 0.363749 0.351082 0.295199 0.439548 0.276573 0.207967 0.353041 0.261927 0.214262 0.25076 0.200082 0.423761 0.44793 0.377547 0.46862 0.461688 0.266772 0.29193 0.286887
threshold=0.079227816313505187 0.0022975050378590827 0.0022975050378590827 0.00037263428384903824 0.0032328735105693345 0.0011615398107096555 0.013032016810029747 0.00066645268816500913 0.0028552538715302949 0.00039601318712811922 0.0037758676335215573 0.0023699469165876512 0.002945306478068233 0.00062670491752214741 0.0010918468469753864 0.00244467705488205 0.00017767510871635753 0.00055427959887310873 0.0014881226234138014 0.0033348383149132137 0.0015833032084628942 0.00087947337306104611 0.000490355829242617 0.016668972559273246 0.0014881226234138014 0.010180860292166473 0.0027679565828293566 0.0011615398107096555 0.00017767510871635753 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 6 7 8 10 -10 11 15 -13 -12 -15 -1 17 -9 -19 -18 -21 22 24 -24 25 27 -27 29 -29 -7
right_child=1 4 -4 -5 -6 21 -8 16 9 -11 13 12 -14 14 -16 -17 19 18 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010717213833056005 -0.0032896218766402226 -0.0048593168725021198 0.002731140178296444 0.0016786284798439473 -0.0012567752489092516 0.0032763258159745189 0.0030277217999851581 0.00044783268465013238 -0.0041672852128656797 0.0010741441879087582 -0.0014166634906996505 0.0017314698629762983 0.0061072299031547971 -0.0009547658571367484 0.0023802206284795173 -0.0011501157480281706 -0.0015119824461949578 -0.0069265336744981313 -0.0020516267522199165 -0.00063708928983863885 0.0043774990178578436 4.9837095912484949e-05 -0.0041325339772419123 0.00045217201178279315 0.0015684000893942105 -0.0077077872337181288 -0.00048916857100431003 -0.0021049973862333807 0.00049263195437359967 -0.00093198806620612958
leaf_weight=670.38489556312561 52.766016483306885 42.653181552886963 56.985212802886963 33.388597965240479 39.970062017440796 93.01080846786499 101.01404523849487 68.726368188858032 64.300624132156372 51.298121929168701 293.52688360214233 194.34570550918579 59.989184141159058 202.00603008270264 193.38315010070801 177.05582475662231 121.6989324092865 47.445899248123169 65.722396850585938 55.769987821578979 45.08363151550293 5766.8425571918488 155.24795627593994 81.109227180480957 230.05044937133789 45.129753351211548 43.5014328956604 236.67803525924683 199.18454504013062 71.730339527130127
leaf_count=307 33 30 25 18 24 38 45 36 37 21 190 75 23 127 99 93 76 32 38 31 18 2862 90 31 96 29 21 113 88 34
internal_value=0 -0.000971803 0.000266183 -0.00136421 -0.00311654 2.35046e-05 0.000293316 0.000173781 0.000449272 -0.00184135 0.000597143 0.00110522 0.00276357 -0.000215415 0.000676362 0.000607513 -0.00112469 -0.00237882 -0.00409544 -9.96778e-05 0.00160453 -7.04961e-05 -0.000670978 -0.00255923 -0.000185491 -0.000770898 -0.00416479 -0.000270062 -0.000917909 0.00144397
internal_weight=0 225.763 143.14 86.1546 82.6232 9334.24 2411.75 2310.74 1906.29 115.599 1790.69 1101.78 254.335 688.916 395.389 847.441 404.447 181.895 113.168 222.553 100.854 6922.49 1155.64 236.357 919.285 689.235 88.6312 600.604 435.863 164.741
internal_count=4780 130 76 51 54 4650 1248 1203 972 58 914 498 98 416 226 400 231 106 70 125 49 3402 540 121 419 323 50 273 201 72
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=31
num_cat=0
split_feature=53 140 2 94 98 123 44 44 65 9 40 45 72 36 77 94 50 30 132 12 128 85 71 132 113 34 15 39 61 47
split_gain=0.0825136 0.196974 0.166074 0.134265 0.152549 0.108062 0.315395 0.565637 0.271312 0.248268 0.250934 0.236323 0.254527 0.207952 0.19904 0.194179 0.220199 0.177913 0.350446 0.381181 0.451988 0.332579 0.544518 0.295106 0.249921 0.237979 0.173022 0.168275 0.179008 0.163401
threshold=0.12945349514484408 0.039062514901161201 0.15407856553792956 0.0014427106943912806 0.00066645268816500913 0.00075379351619631063 0.032603342086076743 0.013439828064292671 0.00099512818269431613 0.0030382014811038975 0.018276390619575981 0.029773407615721229 0.00017767510871635753 0.0048403022810816774 0.0035485138650983576 0.028884131461381916 0.028884131461381916 0.0037758676335215573 0.0030382014811038975 0.002945306478068233 0.0098710241727530974 0.0022272822679951791 0.017724351026117805 0.0051502294372767219 0.00050559637020342063 0.04273676127195359 0.019431582652032379 0.00040826165059115743 0.0030382014811038975 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 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 4 -3 13 7 9 -8 11 14 12 -7 17 -11 16 27 21 19 -19 -21 23 24 25 -23 -1 -20 28 -15 -9
right_child=1 3 -4 -5 -6 6 8 29 -10 10 -12 -13 -14 15 -16 -17 -18 18 26 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017191884266713471 0.0031805561533116236 0.00086522336856536164 -0.0029113595419639759 0.0018588480901136229 -0.0018048444968898278 0.0024385895661113203 0.00039505811262693398 -0.0017713452644611536 0.0053598088229786824 -0.0014129465647749434 0.0055854653568795471 -0.0024952527357870223 0.00018547773193219462 -0.0017061836301477816 0.003157694322063908 -0.0049223348872827486 0.0022176379918072285 0.0052200877257565096 -0.0014217280243184474 -0.00080129850263236692 0.0030838955642021552 -0.0032699131557942991 -0.0049738830732405639 0.0032234267036378699 0.00021487207976950791 0.0011311742329086763 0.0023509852487756298 -0.0024081462595248572 0.0032583269483703382 -0.00551832103917044
leaf_weight=4917.6110894680023 67.258473634719849 105.92106699943542 49.715923309326172 85.695397138595581 108.07678699493408 134.56306910514832 54.875614643096924 150.45523858070374 55.196466445922852 45.290179252624512 43.134459257125854 76.362631320953369 1829.8375458717346 41.758808374404907 50.243322849273682 34.12254524230957 46.505404233932495 64.254502296447754 184.25693202018738 163.41161894798279 138.14056181907654 65.561970949172974 89.36513352394104 68.51982045173645 239.04030299186707 377.24904704093933 36.392569303512573 168.9844057559967 32.127251148223877 36.071717500686646
leaf_count=2373 24 32 24 26 39 59 29 88 21 25 18 40 995 28 23 24 19 26 120 93 67 42 56 29 127 168 16 112 13 24
internal_value=0 0.00073524 -2.9348e-05 0.000186452 -0.000483259 -1.36774e-05 0.000268389 0.000146671 0.00288467 0.000372841 0.00242007 0.000233733 0.000339818 -0.000118428 0.000990861 -0.00135499 -0.000934335 -5.53704e-05 0.000774276 0.00172354 0.000978503 -0.00013988 -0.00154203 -3.68848e-05 -0.000535186 -7.90759e-05 -0.00079948 -0.00153788 0.000452493 -0.00249596
internal_weight=0 366.952 9193.05 299.693 213.998 9143.33 2476.03 2365.96 110.072 2179.43 138.668 2040.76 1964.4 6667.3 95.5335 323.498 289.376 6343.8 586.456 365.807 301.552 5757.35 393.967 5363.38 304.602 5294.86 220.65 242.87 73.8861 186.527
internal_count=4780 121 4659 97 71 4635 1322 1272 50 1160 66 1094 1054 3313 48 196 172 3117 322 186 160 2795 225 2570 169 2541 136 153 41 112
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=31
num_cat=0
split_feature=42 47 44 15 117 108 44 53 80 102 67 79 46 10 87 115 9 131 89 60 65 50 24 10 9 147 113 59 113 33
split_gain=0.0848827 0.283513 0.321767 0.284347 0.316089 0.278175 0.277392 0.260745 0.25536 0.242097 0.235639 0.216897 0.278267 0.20648 0.351664 0.611405 0.385672 0.367274 0.315084 0.334001 0.261504 0.315317 0.207655 0.206864 0.186356 0.330175 0.412601 0.374012 0.294752 0.473827
threshold=0.00017767510871635753 0.0066005610860884198 0.00057154725072905432 0.00017767510871635753 0.0023699469165876512 0.0060143163427710542 0.0013146653072908523 0.00017767510871635753 0.00075379351619631063 0.00042089859198313212 0.00087947337306104611 0.00082683752407319855 0.023343417793512348 0.0013986918493174019 0.0030382014811038975 0.010829726699739696 0.0030382014811038975 0.00017767510871635753 0.00017767510871635753 0.037906534969806678 0.000490355829242617 0.015200819820165636 0.0035485138650983576 0.00050559637020342063 0.0015349716995842757 0.0038949446752667431 0.0044099434744566688 0.011169348377734424 0.0016846025246195497 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 8 -4 -1 10 -10 -5 12 -8 14 16 17 18 -16 19 20 21 -2 -19 -22 -15 26 27 -26 29 -27
right_child=13 -3 6 5 -6 -7 11 -9 9 -11 -12 -13 -14 24 15 -17 -18 22 -20 -21 23 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.00082217853165207546 0.0028829721649556153 -0.0045836793743667227 -0.0029474187707560738 -0.0036619876023033966 -0.0052261011128771854 0.0053219420292654231 -0.0033385316802411061 0.0036601808078194757 0.0042223505761432639 8.9229407488383445e-05 0.0017551494042424278 0.00024162154637825364 0.0012146599482116063 5.1107549508741567e-05 0.006147194556682483 -0.0028074865903570077 0.003524576300286577 -0.00029742295850908085 -0.0014529664820746714 -0.003423466956064792 -0.0031788754583949004 0.00012854077592717056 0.0036876821350643484 0.00032576011574144293 -0.0033437580754898132 -0.00038158275404747875 0.0007157724469367278 -0.00025858265111333928 -0.0009458634198620798 0.0046723433024271829
leaf_weight=148.02478861808777 218.72238945960999 39.07568883895874 140.34240365028381 43.707980632781982 31.806399345397949 46.505404233932495 111.9069492816925 41.552260637283325 77.89870810508728 64.988449573516846 37.126516580581665 358.37696766853333 47.927176952362061 6089.0094418525696 78.793081283569336 47.973298788070679 81.843174457550049 61.250530958175659 283.52835273742676 49.715923309326172 55.769987821578979 197.92319822311401 70.102019071578979 171.85001158714294 276.00639367103577 104.43111205101013 162.10415029525757 152.51871490478516 185.79300880432129 83.425373077392578
leaf_count=100 99 22 85 28 21 19 65 21 26 32 22 189 20 2994 28 31 37 28 172 24 31 83 26 77 153 57 77 73 106 34
internal_value=0 -0.000395274 -0.000252977 0.000714958 -0.000613585 0.00180337 -0.000975541 0.000160283 0.00107195 0.00234251 -0.00117395 -0.000441515 -0.00197323 5.61569e-05 0.000630739 0.00228565 0.000227509 0.00344834 -4.85419e-05 0.00052524 0.000829949 0.00157451 0.0018294 -0.000532923 -5.11684e-05 -0.000696997 -0.00143289 -0.0022457 0.000466234 0.00186282
internal_weight=0 1189.24 1150.16 491.611 221.383 270.227 658.553 189.577 223.722 142.887 80.8345 518.211 159.834 8370.76 1317.47 258.119 1059.35 210.146 977.51 693.982 644.266 416.646 131.353 227.62 7053.29 964.279 590.629 428.525 373.649 187.856
internal_count=4780 650 628 269 142 127 359 121 108 58 50 274 85 4130 636 113 523 82 486 314 290 182 54 108 3494 500 303 226 197 91
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=31
num_cat=0
split_feature=120 4 84 29 96 104 63 136 71 100 30 144 113 123 84 8 135 124 30 52 135 116 80 83 12 117 83 99 112 31
split_gain=0.0869571 0.186814 0.168003 0.103998 0.202179 0.205292 0.136704 0.122576 0.245088 0.319234 0.223826 0.177192 0.281204 0.157709 0.14416 0.140206 0.458999 0.33172 0.341864 0.393953 0.274109 0.351425 0.382623 0.323309 0.243089 0.237786 0.306676 0.260309 0.182919 0.322665
threshold=0.0025217677466571335 0.001792412775103003 0.0016846025246195497 0.074787221848964705 0.0070226341485977182 0.0092791137285530585 0.00042089859198313212 0.0023699469165876512 0.10522961243987085 0.013032016810029747 0.00038414125447161501 0.00052132029668428015 0.00050559637020342063 0.00038414125447161501 0.00077738583786413084 0.0013560238294303419 0.0012357163941487672 0.0045489775948226461 0.00064626874518580746 0.0046923852059990176 0.00039601318712811922 0.0030382014811038975 0.0032328735105693345 0.0063990866765379914 0.0012357163941487672 0.027182282879948619 0.020658296532928947 0.0030382014811038975 0.0048403022810816774 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 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 7 5 6 -5 15 9 10 13 -12 -13 -9 -11 16 20 18 19 -18 25 23 -23 -22 -19 27 -27 -1 -17 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 14 11 12 -14 -15 -16 28 17 24 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00036206550638822124 -0.0012761311691869444 0.0035894815912068225 0.00026587487210318707 0.0029274529243761439 0.0031722093781400423 -0.0017750185199782694 0.00012610770804066741 -0.0045571731988204448 0.0018770055620985025 0.0036006487291594734 0.0013556886201859315 0.0019060795510377289 -0.0029337496193551312 -0.0011023126203402727 -0.00053844262353258763 0.00018753613540382029 -0.0039561637655381142 0.0033122234684400346 -0.0065588044156592168 0.00020048343913166657 -0.00031918738096270877 0.0020405392980170356 -0.0043260647075482736 0.0035850192943350499 -0.0014856493606298423 -0.0039979429357569441 0.00028384077713778315 0.001649357245754031 -0.0013169936407150633 0.003236577359793671
leaf_weight=1165.8255655765533 63.933650493621826 76.843909025192261 75.261710405349731 68.313272714614868 72.578590869903564 88.745490312576294 120.13879418373108 96.427875280380249 74.00036358833313 42.607059717178345 64.254502296447754 39.763514280319214 122.38675785064697 50.243322849273682 41.552260637283325 5777.8978881835938 121.49238467216492 43.661858797073364 50.2894446849823 107.38896155357361 79.2061767578125 44.923205614089966 49.715923309326172 160.4297080039978 66.777195930480957 93.056930303573608 75.949535846710205 186.59513831138611 396.60440516471863 43.134459257125854
leaf_count=602 34 28 31 22 25 35 42 50 26 19 26 17 71 23 21 2963 69 17 34 44 42 22 24 58 36 49 26 86 220 18
internal_value=0 0.000991728 0.00194496 -2.29295e-05 0.000822938 0.000207828 0.00114159 -5.58245e-05 -0.000792557 -0.00122461 -0.0018521 -0.000866371 -0.0017469 -0.00337368 0.00155704 -9.57844e-06 -0.000348241 -0.00190843 -0.00282606 -0.0020059 -2.0675e-05 0.00127576 -0.00130397 0.00229457 0.00041118 -0.000305517 -0.00207376 -8.4547e-05 0.000112719 -0.000870329
internal_weight=0 216.039 152.106 9343.96 349.776 277.198 188.452 8994.18 531.236 457.235 373.076 226.405 162.15 146.671 84.1593 8462.95 2245.31 389.61 279.171 228.881 1855.7 334.275 94.6391 239.636 110.439 1521.43 169.006 1352.42 6217.64 439.739
internal_count=4780 93 59 4687 124 99 64 4563 253 227 187 114 88 73 40 4310 1109 200 147 113 909 146 46 100 53 763 75 688 3201 238
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=31
num_cat=0
split_feature=110 106 83 109 40 141 34 146 116 4 84 79 24 93 117 149 40 136 108 148 95 122 99 14 101 140 33 84 73 135
split_gain=0.0814841 0.268418 0.328874 0.370056 0.414057 0.358634 0.338107 0.348117 0.479652 0.416333 0.355147 0.331316 0.286106 0.274378 0.298104 0.577779 0.336326 0.456071 0.393251 0.455703 0.291153 0.313963 0.271746 0.264664 0.375482 0.252387 0.23496 0.389038 0.285945 0.277795
threshold=0.00075379351619631063 0.0063990866765379914 0.020658296532928947 0.0051502294372767219 0.0048403022810816774 0.0018488886416889729 0.032603342086076743 0.00055427959887310873 0.0044099434744566688 0.00096484774257987748 0.00044738779251929378 0.0066005610860884198 0.0081988852471113222 0.045367386192083366 0.0095705352723598498 0.041476719081401832 0.018276390619575981 0.00040826165059115743 0.0005375427135732026 0.00899649551138282 0.072653736919164671 0.0037758676335215573 0.034632634371519096 0.00017767510871635753 0.0014881226234138014 0.016164712607860569 0.00017767510871635753 0.0010263677686452868 0.0012357163941487672 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 5 -4 7 -5 10 -10 -9 22 -13 14 20 16 18 -18 -16 -20 21 23 -3 24 -1 -25 27 28 -2 -28
right_child=26 2 3 6 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=3.3753391469239552e-05 0.0011752331628491655 -0.0025558061834212685 0.0010465745629742015 -0.0048722742392953919 -0.001219756074086462 0.0063308912262442984 0.0020143762207602048 0.0026649589391338382 -0.0047217590193806428 -0.00050209175239515277 -0.0019077644191060963 -0.00092057509349745444 0.0030282593204059649 -0.0030824215568367383 -0.0036664973481569845 0.0054163357583987054 0.00037557969987666705 0.0052188713467740391 0.0012951482464202751 -0.0016863822719257199 -0.003526380539885258 -0.002667121358457202 0.0010370881167749337 5.3424692718311512e-06 0.0027145354321414395 -0.0018455751596515486 -0.0006418825020690932 0.0030166684924476596 -0.0016111136735021351 0.00028456696168884953
leaf_weight=349.96063542366028 272.45096135139465 457.90105795860291 67.098047733306885 55.403014183044434 69.253767728805542 61.571382761001587 102.75666975975037 131.67340183258057 95.212650299072266 151.41779398918152 62.672303676605225 175.15277433395386 62.144904136657715 66.249796390533447 64.300624132156372 66.364100456237793 117.1809446811676 83.058399438858032 446.5709969997406 179.73894429206848 61.296652793884277 108.3755784034729 59.461784601211548 1540.624103307724 208.40300679206848 209.18307590484619 1142.6641066074371 180.70149970054626 139.08105683326721 2772.0758199691772
leaf_count=168 108 259 28 28 35 20 38 46 56 64 29 104 30 37 37 22 55 31 177 99 39 68 24 904 89 106 572 75 80 1352
internal_value=0 -0.000137862 -0.000685267 2.30189e-05 0.00189746 0.00357525 -0.0005962 -0.00113662 -0.000667285 -0.00213111 0.00119035 -0.00143335 0.000113569 0.000104739 0.000166208 0.000915617 0.000580334 0.00238456 5.72088e-05 0.000439506 -0.000123296 -3.69757e-05 -0.00214287 8.65176e-05 0.00103433 -0.000215928 0.000154565 0.00108274 0.000233561 1.41478e-05
internal_weight=0 5053.03 1551.72 797.059 197.923 128.669 599.136 496.379 440.976 246.63 194.346 754.661 237.298 3501.31 3435.06 957.214 890.85 200.239 690.611 626.31 2477.84 2416.55 517.363 2308.17 558.364 1749.81 4506.97 592.234 411.532 3914.74
internal_count=4780 2593 761 344 83 48 261 223 195 120 75 417 134 1832 1795 421 399 86 313 276 1374 1335 283 1267 257 1010 2187 263 188 1924
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=31
num_cat=0
split_feature=12 106 89 40 140 51 55 49 132 141 98 36 97 53 135 110 89 150 114 4 79 35 25 12 118 40 38 53 10 23
split_gain=0.0879161 0.345426 0.466832 0.381508 0.229119 0.192648 0.143985 0.129315 0.248179 0.247248 0.262654 0.262573 0.170256 0.299326 0.279505 0.207217 0.17715 0.272695 0.577211 0.441922 0.30761 0.287342 0.240585 0.283872 0.274225 0.248247 0.248956 0.178239 0.157583 0.157111
threshold=0.019431582652032379 0.004017772153019906 0.00068727668258361529 0.018276390619575981 0.0034400182776153092 0.0049928687512874612 0.0020292587578296666 0.0017376682371832433 0.022641776129603389 0.00085274505545385193 0.0062037324532866487 0.00047558375808876013 0.012636432424187662 0.001792412775103003 0.0037758676335215573 0.00066645268816500913 0.00068727668258361529 0.00055427959887310873 0.0054799309000372895 0.0012745757703669371 0.00068727668258361529 0.011169348377734424 0.030689206905663017 0.012636432424187662 0.00064626874518580746 0.00244467705488205 0.00037263428384903824 0.0020932231564074759 0.0035485138650983576 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 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 -3 4 -2 -4 -6 8 12 11 -11 -9 16 -14 15 29 22 21 19 -19 -20 -18 23 28 -25 27 -27 -24 -1 -15
right_child=1 2 5 -5 6 -7 -8 9 -10 10 -12 -13 13 14 -16 -17 17 18 20 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.00024809462007390788 0.00012595229010440185 0.0061739074390875165 -0.0012521596809434213 0.0037087252757976932 -0.0034926501502609421 0.0034463787525240877 0.00024033508938931837 0.0035588906867609774 -0.0036383335015670567 -0.00060101538612478025 -0.0035869596732084142 -0.0014613321846664667 0.0012011181222721327 -0.0037409283367404195 0.001062151798931136 -0.0057062158361447374 -0.0019631139628800156 0.0028221359537718271 0.002317879211553769 0.00053502770701759148 -0.0015378924057074664 0.0019894280454093821 -0.0013933326792641295 0.0043774512300747545 -0.00045684476639919072 0.0020798366194069045 -0.0023562020316968807 -0.0061730669917602855 -0.00025553296341890714 0.00028239006248042257
leaf_weight=2756.939658164978 344.71070146560669 58.040011882781982 59.507906436920166 59.66833233833313 86.888561725616455 34.443397045135498 36.759542942047119 56.985212802886963 46.551526069641113 243.76483845710754 105.53203296661377 47.973298788070679 92.369104862213135 52.766016483306885 48.821550130844116 55.976535558700562 181.20683884620667 388.46280288696289 63.199703216552734 462.87626194953918 284.95012545585632 61.617504596710205 36.599117040634155 71.890765428543091 49.555497407913208 57.352186441421509 70.515114545822144 41.758808374404907 3557.3936965465546 44.923205614089966
leaf_count=1292 226 23 35 31 57 16 19 25 30 155 66 31 54 33 22 38 111 180 28 220 173 31 23 30 28 28 40 28 1685 22
internal_value=0 0.000547925 0.00264834 -5.66755e-05 -0.000536383 0.000470367 -0.00238286 -4.19594e-05 2.34369e-06 -0.000863713 -0.00150315 0.0012643 2.25699e-05 -0.00115758 -0.00223355 -0.00328064 6.56131e-05 0.000567884 0.000877218 0.00157863 -0.000837953 -0.000960143 -4.34552e-05 1.04121e-05 0.00240484 -0.00172452 -0.00036651 -0.00394057 -3.5641e-05 -0.00189077
internal_weight=0 680.018 151.991 528.027 468.359 93.9513 123.648 8879.98 8425.73 454.255 349.297 104.959 8379.17 294.856 202.487 153.666 8084.32 1442.31 1199.49 851.339 348.15 242.824 6642 6435.78 121.446 206.225 127.867 78.3579 6314.33 97.6892
internal_count=4780 407 74 333 302 51 76 4373 4096 277 221 56 4066 169 115 93 3897 743 601 400 201 142 3154 3035 58 119 68 51 2977 55
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=31
num_cat=0
split_feature=103 8 75 79 60 36 148 77 21 18 129 108 75 143 127 8 75 29 20 39 72 21 0 7 80 115 144 118 94 123
split_gain=0.0807846 0.0934586 0.410743 0.598108 0.257124 0.352465 0.202808 0.431798 0.432258 0.28421 0.27983 0.197326 0.271578 0.182679 0.233655 0.179983 0.370319 0.559848 0.734141 0.625629 0.420975 0.402558 0.375698 0.354944 0.352789 0.46986 0.333907 0.284491 0.279149 0.269255
threshold=0.099559046328067793 0.0084566329605877417 0.00042089859198313212 0.0014881226234138014 0.0025217677466571335 0.00047558375808876013 0.054214311763644225 0.0023699469165876512 0.0026012937305495147 0.00043393640953581786 0.00093549740267917525 0.017724351026117805 0.0032328735105693345 0.002945306478068233 0.0005893622583243997 0.0044099434744566688 0.0013146653072908523 0.0036604277556762104 0.00090704852482303988 0.0019071503775194289 0.0020932231564074759 0.0012745757703669371 0.0038949446752667431 0.0072436286136507997 0.00042089859198313212 0.00899649551138282 0.0013146653072908523 0.0016846025246195497 0.0042751494329422721 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 13 4 -4 -6 7 8 -5 -10 -8 12 -9 -3 -15 -1 24 20 19 21 -18 -19 28 -21 -17 26 27 -26 -20 -24
right_child=-2 2 3 6 5 -7 10 11 9 -11 -12 -13 -14 14 -16 16 17 18 22 23 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.8858751472871992e-05 -0.00195099109773492 -0.00030125044583302938 -0.0038025221657463238 -0.0033650081838818621 0.0015790072039855052 -0.0045242455162080898 0.0047045201426945812 0.0019820603883205818 0.0020186181419002349 -0.0015836989724261796 -0.00038577923205926855 -0.0022547008916467995 -0.00011582380396653266 0.0035082348683314357 -5.9820678868533199e-05 0.0026752137157278616 0.0034461352533636871 0.0093382023428093767 0.00087741724830062986 0.0027499084778731769 -0.001036586548275744 0.003564661548607058 -0.0018538080284331165 -0.0022935583009949293 -0.00073857167819575296 -0.0060124908319335113 -0.0039909478897395649 0.002313372759010284 0.0054638583756405909 0.0028485822716452099
leaf_weight=5780.9901010990143 52.766016483306885 107.59550929069519 185.63258290290833 195.26414012908936 64.09407639503479 37.493490219116211 48.821550130844116 236.63191342353821 90.373810768127441 138.92063093185425 60.402279615402222 65.722396850585938 443.20205307006836 130.251629114151 70.835966348648071 76.523057222366333 60.723131418228149 57.673038244247437 138.14056181907654 238.42065978050232 380.89672303199768 63.360129117965698 186.15998244285583 40.864435195922852 325.58395147323608 42.286207914352417 60.562705516815186 99.752698421478271 43.661858797073364 36.392569303512573
leaf_count=2813 33 51 110 125 30 25 22 102 43 84 37 38 261 45 32 36 29 20 67 106 235 24 109 26 144 27 33 40 17 16
internal_value=0 1.08282e-05 -0.000305431 -0.000633911 -0.00269583 -0.000673554 -0.000170997 -0.000363334 -0.00163616 -0.000163886 0.00188951 0.000361476 0.000614393 0.0013616 0.00225134 8.85356e-05 0.000517641 0.00101027 0.00179534 0.00331319 -0.000420208 0.00631579 0.000292643 0.00201196 -0.000497652 -0.000957334 -0.0005174 -2.281e-05 0.0019789 -0.00108486
internal_weight=0 9507.23 1875.24 1566.56 287.22 101.588 1279.34 1170.11 424.559 229.294 109.224 745.556 679.834 308.683 201.088 7631.99 1851 1246.29 804.673 400.318 441.62 121.033 404.355 279.285 604.709 528.186 485.899 425.337 181.802 222.553
internal_count=4780 4747 1005 877 165 55 712 653 252 127 59 401 363 128 77 3742 929 649 385 176 264 44 209 132 280 244 217 184 84 125
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=31
num_cat=0
split_feature=12 40 106 20 4 132 15 87 18 74 49 1 95 11 126 3 3 30 87 101 46 135 84 110 39 77 115 34 84 98
split_gain=0.0799491 0.25089 0.394746 0.345556 0.200352 0.199469 0.160116 0.12991 0.178517 0.118854 0.225682 0.231087 0.244268 0.32747 0.541328 0.340144 0.224867 0.280113 0.239437 0.313389 0.290548 0.233841 0.268456 0.406327 0.25855 0.229014 0.219649 0.218073 0.430514 0.23706
threshold=0.019431582652032379 0.022641776129603389 0.004017772153019906 0.00062670491752214741 0.0012745757703669371 0.0098710241727530974 0.0044099434744566688 0.00070876078098081063 0.0012357163941487672 0.00064626874518580746 0.0010585968848317864 0.00093549740267917525 0.0072436286136507997 0.0030382014811038975 0.00075379351619631063 0.0015833032084628942 0.0013986918493174019 0.0010918468469753864 0.016164712607860569 0.00017767510871635753 0.029773407615721229 0.0037758676335215573 0.00040826165059115743 0.0025217677466571335 0.0016846025246195497 0.001792412775103003 0.04273676127195359 0.04273676127195359 0.00044738779251929378 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -5 9 -2 -7 -9 16 11 -11 13 15 -15 -13 18 -18 26 -20 25 22 23 -19 -24 -21 27 29 -29 -1
right_child=1 -3 3 4 -6 7 -8 8 -10 10 -12 12 -14 14 -16 -17 17 21 19 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00085007718975113351 2.4784987646233038e-05 0.0038904515925753287 0.0051390575535853718 -0.0016643975558147423 0.0034495908193750316 -0.00042422547536355741 -0.002210338664042159 -0.0043245331662896628 0.00034022481564965044 -0.00023106872727394727 -0.00095228840642695841 0.0044841816843590654 -0.0019073453478161669 0.0054748596110867596 0.00037832516604536327 -0.00030933507408421337 -0.0033519111464422667 0.0007094661372371051 -0.003507592311493021 -0.00016774530151903447 0.0020309521105039952 0.0014239447999919008 -0.0034538288662170438 -0.004916577750663763 -0.00081696231598717833 -0.0040058075149581518 0.0031014615733011334 0.0025844693488025678 -0.0007417014144558403 0.00012136615271606465
leaf_weight=715.85956215858459 378.62669897079468 51.137696027755737 67.625447273254395 49.922471046447754 31.072452068328857 116.1722674369812 101.63368844985962 67.350717306137085 29.490253448486328 285.22485542297363 207.53269505500793 45.978004693984985 46.184552431106567 123.7162868976593 90.006837129592896 189.69135332107544 94.685250759124756 330.51503467559814 105.32548522949219 113.97042560577393 89.63986349105835 135.29701638221741 138.92063093185425 35.544317960739136 281.00565910339355 58.980506896972656 60.723131418228149 235.00359296798706 166.00249481201172 5117.1606070995331
leaf_count=376 243 25 27 31 15 68 66 46 18 154 135 20 27 50 40 106 57 179 59 50 37 65 84 25 162 36 29 94 77 2379
internal_value=0 0.000522509 0.000248643 0.00250052 0.000297505 -4.00131e-05 -0.000448216 -0.0015516 -0.00290401 -2.86205e-06 0.000513236 0.000902765 0.00155533 0.0019112 0.00332852 0.000625858 -6.92903e-05 -0.000762197 3.63687e-05 -0.00120345 -0.000279249 -0.000496038 -0.000826537 0.000163178 -0.00168929 -0.00147662 0.000108834 7.96836e-05 0.00120755 2.14541e-06
internal_weight=0 680.018 628.881 148.62 80.9949 8879.98 480.26 213.013 96.841 8666.97 988.335 780.802 495.577 449.392 213.723 235.669 7678.63 1015.97 6662.67 367.916 262.591 921.283 785.986 366.059 419.926 172.951 6294.75 6234.03 401.006 5833.02
internal_count=4780 407 382 73 46 4373 309 132 64 4241 532 397 243 216 90 126 3709 572 3137 182 123 515 450 204 246 86 2955 2926 171 2755
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=31
num_cat=0
split_feature=33 145 112 102 145 11 63 80 28 39 30 98 85 5 105 50 59 96 60 101 74 79 79 79 7 96 18 46 28 96
split_gain=0.0803049 0.192813 0.311995 0.271943 0.2675 0.379783 0.362881 0.412957 0.475036 0.458793 0.276717 0.342659 0.343357 0.285046 0.28058 0.263046 0.262347 0.295465 0.316169 0.354147 0.255459 0.333564 0.345311 0.31842 0.264963 0.238324 0.233583 0.22932 0.342423 0.405728
threshold=0.00077738583786413084 0.00093549740267917525 0.0048403022810816774 0.00082683752407319855 0.0012745757703669371 0.039062514901161201 0.00052132029668428015 0.00017767510871635753 0.00046126570669002836 0.00064626874518580746 0.0062037324532866487 0.15615913271903994 0.00039601318712811922 0.000490355829242617 0.0017376682371832433 0.037906534969806678 0.0063990866765379914 0.0026833302108570938 0.0084566329605877417 0.0035485138650983576 0.0010585968848317864 0.0016846025246195497 0.00043393640953581786 0.002945306478068233 0.0020292587578296666 0.0005375427135732026 0.00075379351619631063 0.012636432424187662 0.0010918468469753864 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 27 5 20 10 8 9 -8 11 12 13 -6 -14 -4 17 25 19 -19 21 22 -3 -23 -25 -5 -24 28 -2 -30
right_child=1 4 15 16 6 -7 7 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 18 -20 -21 -22 23 26 24 -26 -27 -28 -29 29 -31
leaf_value=0.00020358531435882532 0.00012571794197838336 0.0017928119882723197 -0.0016493732750134185 0.00080263873239847308 -0.0023559258109584285 0.0056873053559188154 0.0087780525543989778 -1.7410418475112155e-05 0.00024721462015057601 0.0017365170338561548 0.0015926369752292493 0.0023570675339015818 -0.005024315679508437 0.00053903028186981245 3.1048228644991298e-05 -0.0068891211548178293 -0.0024855364147165562 0.00096417116575123793 0.0049693117398844295 -0.0046101344266340901 -0.0029032399402189957 0.0047208931020244291 -0.00060204584994683194 0.0035426982597310283 -0.00094241866240621385 -0.0032092332524523582 -0.0056757304632204311 -0.0010139057906929376 0.0050854119541044575 -0.0009021616232496696
leaf_weight=3214.9108994007111 416.57740545272827 88.745490312576294 97.001396656036377 53.981241464614868 193.33702826499939 42.240086078643799 42.240086078643799 3434.5497224330902 130.02302098274231 51.137696027755737 78.839203119277954 50.403748750686646 122.91415739059448 151.78476762771606 35.337770223617554 31.806399345397949 231.65670943260193 160.36152577400208 37.814342021942139 34.64994478225708 43.707980632781982 89.63986349105835 59.66833233833313 55.563440084457397 80.834497213363647 117.80058789253235 36.599117040634155 248.57961654663086 84.847145795822144 42.446633815765381
leaf_count=1610 208 35 60 27 88 16 16 1674 75 25 39 19 70 67 18 21 141 84 17 23 28 37 31 24 50 76 23 120 35 23
internal_value=0 -0.000103152 -0.000586388 -0.000373905 5.40576e-05 0.00115219 -7.31447e-05 0.000118081 0.00220111 0.0049218 -0.00117886 -0.00157343 -0.00196699 -0.00108272 -0.00389545 -0.00294322 -0.00114375 -0.000375514 0.000785078 -2.62802e-05 0.000730946 0.00111738 -0.000456972 0.00240599 0.000884651 -0.00194853 -0.00253097 0.000244209 0.000819239 0.00308883
internal_weight=0 6345.09 1557.52 1428.72 4787.57 496.999 4290.57 3657.95 223.401 93.3778 632.617 553.777 503.374 345.122 158.252 128.808 636.264 404.608 232.826 195.011 454.759 411.051 185.013 226.038 136.398 171.782 96.2674 792.451 543.871 127.294
internal_count=4780 3170 835 754 2335 244 2091 1790 116 41 301 262 243 155 88 81 368 227 124 107 228 200 89 111 74 103 54 386 266 58
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=31
num_cat=0
split_feature=8 100 34 72 11 21 34 75 123 34 43 138 9 109 77 95 52 60 75 12 28 44 94 108 11 60 60 140 78 78
split_gain=0.0787946 0.186819 0.273906 0.268827 0.257045 0.347272 0.290223 0.287663 0.273657 0.342631 0.244107 0.233488 0.222102 0.305956 0.295826 0.219591 0.218717 0.28699 0.248364 0.307107 0.19918 0.183723 0.174292 0.169492 0.203009 0.162909 0.361106 0.252674 0.232245 0.211416
threshold=0.0084566329605877417 0.0021592099219560628 0.00899649551138282 0.0048403022810816774 0.0014427106943912806 0.0022975050378590827 0.0018488886416889729 0.0054799309000372895 0.00038414125447161501 0.0060143163427710542 0.00099512818269431613 0.00073092587990686308 0.00096484774257987748 0.016668972559273246 0.00017767510871635753 0.0049928687512874612 0.0060143163427710542 0.0025217677466571335 0.00042089859198313212 0.010180860292166473 0.0010918468469753864 0.001792412775103003 0.0070226341485977182 0.0098710241727530974 0.010180860292166473 0.037906534969806678 0.025578102096915249 0.00244467705488205 0.0079489401541650313 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 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 16 -4 5 11 -6 10 9 -8 -7 21 14 -14 -11 23 18 22 -2 -20 -12 -3 -18 24 -10 26 -1 -27 -29 -28
right_child=1 4 3 -5 6 7 8 -9 15 12 20 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 27 29 28 -30 -31
leaf_value=6.4285474884766681e-05 0.0012326607021355851 0.00046061501375286343 -0.0059911163894151602 -0.0011949695011741167 0.0034296756824106732 0.0057736909505175394 -0.0040566564078855505 -0.00063635472249291857 -0.0012926585847915122 0.0014802203324758088 -8.3011516109885157e-05 0.0023484761673524786 0.0024744660191689831 -0.0022124511858579925 -0.0032965657032477062 -0.0018643087025394932 -0.0028930195381147803 0.0026219993120336887 -0.0024790876491918986 0.0011643461314310456 0.0045465645402015592 -0.0033796884539503465 0.00094994953592536535 0.0037443089169980634 0.0030536469051527554 -0.0045032231847609173 0.00036756427873592743 0.0016373847223270571 -0.0019351345761342408 0.0043621852563863412
leaf_weight=7312.9893233776093 89.11246395111084 56.457813262939453 47.445899248123169 76.041779518127441 45.08363151550293 69.57461953163147 99.317542552947998 55.609561920166016 67.671569108963013 44.923205614089966 54.875614643096924 51.137696027755737 92.689956665039062 55.769987821578979 116.37881517410278 63.773224592208862 57.719160079956055 109.86553335189819 278.57520914077759 72.991686344146729 40.290913820266724 69.460315465927124 60.356157779693604 58.934385061264038 44.55623197555542 47.078925609588623 57.512612342834473 79.687454462051392 106.01331067085266 78.105255842208862
leaf_count=3604 38 26 32 48 18 27 63 35 38 22 29 25 46 31 75 38 31 43 174 39 16 42 26 25 19 29 24 30 54 33
internal_value=0 -0.000290262 -0.000874225 -0.00303772 0.000135472 0.00114817 -0.000448558 0.00247308 -0.00072005 -0.00150113 0.00352269 -0.000500708 -0.000681763 0.000713794 -0.00196621 0.000639999 -0.000474648 0.000782747 -0.00112503 -0.00172264 0.00187702 -0.00165781 -0.000928622 0.00157308 0.000432894 7.09885e-05 0.000111694 -0.00123154 -0.000402104 0.00266815
internal_weight=0 1878.61 792.108 123.488 1086.51 397.407 689.099 220.351 644.015 409.08 164.741 177.056 309.762 148.46 161.302 234.935 668.62 227.941 440.679 351.567 95.1665 125.918 118.075 171.162 112.228 7681.39 7448.61 232.78 185.701 135.618
internal_count=4780 1006 431 80 575 200 375 107 357 237 72 93 174 77 97 120 351 100 251 213 45 68 57 82 57 3774 3661 113 84 57
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=31
num_cat=0
split_feature=58 51 101 93 88 23 4 70 149 44 19 5 54 143 24 50 17 74 87 109 19 33 117 25 73 24 97 102 4 106
split_gain=0.0836911 0.263623 0.228039 0.358784 0.229845 0.248096 0.248429 0.24408 0.202792 0.193278 0.162803 0.218824 0.140363 0.496653 0.42937 0.37076 0.336075 0.348725 0.403141 0.222628 0.189901 0.184967 0.181192 0.253828 0.253709 0.340481 0.410698 0.402938 0.381137 0.380288
threshold=0.029773407615721229 0.0011261500185355546 0.0049928687512874612 0.00096484774257987748 0.0010918468469753864 0.013860232196748258 0.00068727668258361529 0.00093549740267917525 0.13848232477903369 0.0033348383149132137 0.010180860292166473 0.033603202551603324 0.035692447796463973 0.00899649551138282 0.0026012937305495147 0.0053125319536775359 0.00093549740267917525 0.00037263428384903824 0.0022975050378590827 0.0051502294372767219 0.00096484774257987748 0.00017767510871635753 0.0015833032084628942 0.00017767510871635753 0.0053125319536775359 0.002945306478068233 0.000490355829242617 0.0041444667149335155 0.0023699469165876512 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 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 10 4 -4 5 7 -7 -3 12 -10 11 -2 22 15 -15 16 17 18 -14 -19 21 -17 23 -1 -24 26 29 28 -27 -26
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 20 -18 19 -20 -21 -22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00095738314481419885 -0.0032931905955475823 0.0010375649770435786 0.0015575270004950994 -0.0047178200210754896 0.0028516281410249245 0.004022908101658321 -0.00031658305021952949 -0.0034509657905314253 0.0043478617082363339 0.00026419580682234141 0.00097362747035013321 0.00016926932560265757 0.0029171963445090033 -0.0050056468008795423 0.00072247946154668243 0.0020700744309963088 -0.0033280836895959926 0.00014760979639508745 -0.0022215001933040103 -0.00530721606686522 0.0012789403238987031 0.0059087109135622408 3.1805295838534964e-06 0.00073790468509107605 -0.0042277750111985746 -0.00012502956098660114 -0.0007358846021381357 -0.0017708800194814083 0.0029321058272389205 0.0015254436063772163
leaf_weight=267.42963552474976 160.40764760971069 51.665095567703247 40.290913820266724 52.399042844772339 98.330925703048706 56.618239164352417 78.999629020690918 73.198234081268311 52.88032054901123 64.09407639503479 45.450605154037476 63.773224592208862 189.91996145248413 64.828023672103882 66.043248653411865 57.673038244247437 54.348215103149414 48.661124229431152 47.766751050949097 30.384626626968384 104.54541611671448 68.840672254562378 5048.251752614975 1266.2219686508179 182.83515930175781 308.34019255638123 522.61477756500244 206.79874777793884 152.31216716766357 34.076423406600952
leaf_count=136 95 24 16 30 39 22 35 46 18 30 21 38 76 36 30 20 30 26 24 20 42 21 2384 711 119 173 310 129 66 13
internal_value=0 -0.00051793 0.000220839 -0.00199002 0.000791959 1.44399e-05 0.00149508 -0.00159373 4.22562e-05 0.00211029 -0.00175501 -0.00230822 1.45206e-05 0.000676706 -0.00211499 0.00128346 0.000304434 0.000927739 0.0018845 -0.00194919 0.00285578 0.00415881 -4.62375e-05 0.00044229 -0.000162303 -0.000756061 -0.001495 6.26682e-05 0.000885795 -0.00332395
internal_weight=0 721.134 451.502 92.69 358.812 260.481 135.618 124.863 8838.87 116.974 269.631 224.181 8721.89 733.011 130.871 602.14 371.081 316.732 237.687 79.0458 231.059 126.514 7988.88 1533.65 6455.23 1406.98 739.526 667.451 460.652 216.912
internal_count=4780 366 212 46 166 127 57 70 4414 48 154 133 4366 325 66 259 176 146 100 46 83 41 4041 847 3194 810 442 368 239 132
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=31
num_cat=0
split_feature=7 115 150 29 61 143 121 72 19 58 4 95 109 114 32 23 32 7 121 3 52 85 23 12 71 129 58 26 51 135
split_gain=0.0785375 0.285451 0.256436 0.350492 0.451183 0.410327 0.545369 0.31331 0.428818 0.327917 0.295939 0.245427 0.319184 0.245227 0.235139 0.290085 0.223515 0.327113 0.267695 0.222873 0.239246 0.388528 0.318094 0.340192 0.208806 0.202532 0.199361 0.362992 0.34861 0.372063
threshold=0.0015833032084628942 0.013032016810029747 0.0019672545604407792 0.0036604277556762104 0.0054799309000372895 0.0056525857653468856 0.00087947337306104611 0.00244467705488205 0.0022272822679951791 0.0062037324532866487 0.0023699469165876512 0.0011261500185355546 0.037906534969806678 0.017188700847327713 0.00038414125447161501 0.036783467978239066 0.00017767510871635753 0.0022975050378590827 0.0025217677466571335 0.00038414125447161501 0.0070226341485977182 0.0025217677466571335 0.0063990866765379914 0.0019071503775194289 0.017724351026117805 0.0018488886416889729 0.0015349716995842757 0.00055427959887310873 0.0049928687512874612 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 6 -5 8 -7 10 -9 16 14 26 -13 -16 18 -18 -4 -3 22 -22 24 -24 -21 -25 27 28 29 -1
right_child=2 19 11 4 -6 7 -8 9 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 20 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013954041022221829 4.628875953082223e-05 -0.0037252670497508761 -0.001733593567421914 0.0014791226568314432 -0.001565540610692404 0.0066431288631508658 0.0081940449557112525 -0.0015491963659624072 0.00037111187141454759 0.0042846089775840498 0.002116860955295073 -0.0025523044996852307 0.0035905454845283694 0.0027933120355689168 5.3910690775728411e-05 0.0043638296999379371 -0.0042686702386381652 -0.00086261190792554822 0.0037713864046965313 -0.0010178014757356514 -0.0063471725591242424 0.00017014864354617762 0.0051786327114917985 0.0017158412799072387 -0.0051571243750981504 -0.0013713213251376143 -0.00021590127805072709 0.0024355226447878532 0.0017101568026806121 -0.0024357860502115828
leaf_weight=929.92559838294983 896.86185431480408 72.670834541320801 39.970062017440796 62.511877775192261 95.212650299072266 57.673038244247437 58.567411422729492 152.61095857620239 51.665095567703247 48.45457649230957 86.108492612838745 81.889296293258667 66.570648193359375 77.944829940795898 896.9059751033783 40.818313360214233 83.517616748809814 451.93923711776733 49.348949670791626 162.56336760520935 46.024126529693604 45.450605154037476 38.869141101837158 101.01404523849487 37.493490219116211 112.06737518310547 4063.4946603775024 200.19322228431702 286.50826263427734 165.15424346923828
leaf_count=421 565 47 24 33 56 20 22 95 24 19 40 48 29 37 491 15 56 274 21 102 31 21 15 45 25 61 1860 75 122 86
internal_value=0 -0.000102147 0.000201063 0.000676037 0.0015977 0.00217958 0.00472721 0.00140164 0.00367944 0.000534395 -0.000226813 -0.000218029 0.000236144 7.93985e-06 1.71345e-05 0.000241518 -0.00100762 -0.00139387 0.00130792 -0.00112471 -0.000776976 -0.00310894 -0.000305046 0.000876889 -0.00179357 9.21886e-05 -3.0518e-05 0.00044572 0.000157396 -0.000248857
internal_weight=0 6339.37 3220.63 1509.67 612.804 517.591 121.079 396.512 109.338 287.174 238.719 1710.96 1086.18 5723.22 1019.61 937.724 624.776 535.457 89.319 616.153 543.482 91.4747 452.007 251.951 200.057 213.081 5645.28 1581.78 1381.59 1095.08
internal_count=4780 2948 1832 874 309 253 55 198 44 154 135 958 583 2601 554 506 375 330 45 347 300 52 248 121 127 106 2564 704 629 507
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=31
num_cat=0
split_feature=103 112 83 108 109 97 96 140 36 114 46 63 75 141 45 118 133 73 95 53 3 87 117 30 15 44 47 121 74 94
split_gain=0.0729348 0.0842875 0.159606 0.0863464 0.378698 0.219301 0.181175 0.261976 0.266425 0.18969 0.128745 0.127057 0.261063 0.20911 0.187635 0.314581 0.202303 0.145487 0.379831 0.510587 0.289749 0.383671 0.276929 0.310598 0.371013 0.289457 0.465618 0.230132 0.216334 0.120419
threshold=0.099559046328067793 0.12767273932695392 0.011519505176693203 0.00017767510871635753 0.0030382014811038975 0.00038414125447161501 0.0054799309000372895 0.0079489401541650313 0.00017767510871635753 0.0011261500185355546 0.0070226341485977182 0.0079489401541650313 0.00042089859198313212 0.00070876078098081063 0.010180860292166473 0.0011261500185355546 0.0062037324532866487 0.00073092587990686308 0.072653736919164671 0.015675474889576439 0.0013986918493174019 0.0092791137285530585 0.00093549740267917525 0.00050559637020342063 0.0098710241727530974 0.0028552538715302949 0.0036604277556762104 0.0025217677466571335 0.00017767510871635753 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 7 8 10 -10 -1 17 -13 -14 16 -16 -15 18 20 -20 21 -5 25 24 -24 28 -27 -25 -19 -6
right_child=-2 2 -4 11 5 -7 -8 -9 9 -11 -12 12 13 14 15 -17 -18 22 19 -21 -22 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=0.0010632122425773079 -0.0018537806028248759 0.00034667915456752362 -0.0036113514525297503 0.00070252116092427066 -0.0020147747969286238 6.1903627466761661e-05 0.0029118315721943237 -0.0036142040098283233 -0.0042321729727893189 -3.9731394175072251e-05 0.0046424917626538874 -0.0030263216251346873 -0.0030204477107501045 -0.0026373856300751374 -0.00022579433607901257 0.0040572489985850899 -1.7420844983723782e-05 0.0016736754252655237 -0.0055507379638992087 0.0016607643633655385 -0.0034469820498533978 -0.0014103365835793241 -0.0001256635885309902 -0.00023456013499029073 -0.0023807773287160242 -0.00062329708641894197 0.0053194715696674791 0.00071659048275825765 -0.00048608611105490111 -0.0053634680647004739
leaf_weight=71.042514085769653 52.766016483306885 57.352186441421509 45.817578792572021 2845.2239301204681 47.766751050949097 51.504669666290283 55.036040544509888 47.766751050949097 32.700772523880005 154.23927903175354 38.869141101837158 92.002131223678589 61.136226892471313 87.782934904098511 111.70040154457092 69.57461953163147 458.635005235672 190.53960466384888 60.402279615402222 41.345712900161743 46.184552431106567 232.41271710395813 410.84419274330139 2524.1639695167542 327.99234104156494 54.71518874168396 82.897973537445068 850.12383985519409 296.16388130187988 61.296652793884277
leaf_count=39 33 28 24 1217 24 28 25 24 23 103 15 51 43 59 58 27 265 97 37 14 27 110 193 1349 169 33 35 406 185 39
internal_value=0 1.02887e-05 -0.00141108 2.58821e-05 -0.000576087 -0.00262701 0.000247905 -0.000177528 0.000375472 -0.000773101 0.00232899 6.40145e-05 -0.000505811 -0.00021184 2.41214e-05 0.00141807 -0.000438322 0.000127046 0.000386053 -0.00262031 0.000483975 0.000542965 -4.93035e-05 -0.000198239 -0.00112678 0.000931915 0.00295662 5.07438e-06 0.000359439 -0.00389683
internal_weight=0 9507.23 103.17 9404.06 560.223 160.568 399.654 344.618 296.852 186.94 109.912 8843.84 880.831 788.829 727.693 181.275 546.418 7963.01 3225.57 101.748 3123.82 3077.64 4737.44 4113.12 738.837 624.317 137.613 3374.29 486.703 109.063
internal_count=4780 4747 52 4695 320 91 229 204 180 126 54 4375 503 452 409 85 324 3872 1405 51 1354 1327 2467 2117 362 350 68 1755 282 63
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=31
num_cat=0
split_feature=42 47 30 73 146 81 61 29 92 56 32 137 10 87 131 35 44 117 18 54 1 9 9 107 11 107 124 24 105 32
split_gain=0.0750728 0.245596 0.234497 0.503797 0.394298 0.326839 0.325344 0.36888 0.23186 0.2135 0.197211 0.202113 0.172511 0.31309 0.427908 0.238208 0.267942 0.23712 0.257713 0.286664 0.35306 0.289886 0.227444 0.249821 0.209254 0.232002 0.198327 0.174789 0.215164 0.179839
threshold=0.00017767510871635753 0.0066005610860884198 0.00044738779251929378 0.0032328735105693345 0.00017767510871635753 0.0005893622583243997 0.0019071503775194289 0.0020292587578296666 0.00043393640953581786 0.0005375427135732026 0.00038414125447161501 0.0016846025246195497 0.0013986918493174019 0.0030382014811038975 0.00017767510871635753 0.00017767510871635753 0.0033348383149132137 0.0042751494329422721 0.00085274505545385193 0.00073092587990686308 0.0032328735105693345 0.0011261500185355546 0.0011261500185355546 0.0019071503775194289 0.004017772153019906 0.00244467705488205 0.0015349716995842757 0.0032328735105693345 0.0019672545604407792 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 8 -6 7 -4 -1 10 -7 -12 13 15 -15 16 -2 27 19 20 -19 -21 -16 -24 26 -26 -20 28 -17 -30
right_child=12 -3 3 -5 5 9 -8 -9 -10 -11 11 -13 -14 14 22 17 -18 18 24 21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00023619063704232598 0.0027463380411040621 -0.0042700074525428176 0.00066970579058785683 -0.00076576974658789396 -0.0049974970408222553 7.7838975311354244e-05 -0.00074998998755918759 0.0053606805797118406 0.0047986358015693672 0.002056843327543946 -0.0029428943399022814 0.0010659499830097646 -4.5288036441435702e-05 0.0049736960200982118 -0.0016533727289086985 -0.0015738346402696885 -0.0011138349697588899 -0.0025702273261235561 -0.0053886957302303785 0.0013887554886711272 0.0031486213419479325 0.0058147263573152495 -0.00033109539779136929 0.0045364987810428085 -0.0012087744114093 0.0035732959604910831 -0.00012952880026713425 -0.0030987116858466361 0.0041537592305925814 -0.00024813238631127027
leaf_weight=50.610296487808228 159.00793528556824 39.07568883895874 72.464286804199219 338.49621105194092 59.507906436920166 135.09046864509583 65.882822751998901 99.385724782943726 41.712686538696289 49.188523769378662 200.53813552856445 37.286942481994629 7053.2881946563721 87.851117134094238 64.828023672103882 179.41809248924255 62.672303676605225 72.097313165664673 39.442662477493286 116.08002376556396 43.134459257125854 54.302093267440796 52.559468746185303 52.88032054901123 72.991686344146729 38.869141101837158 32.861198425292969 86.888561725616455 35.865169763565063 65.722396850585938
leaf_count=26 57 22 40 223 35 58 34 37 17 25 115 18 3494 33 36 107 29 37 25 46 18 19 26 18 39 15 19 57 17 38
internal_value=0 -0.000371732 -0.000239292 0.00047322 -0.000954652 -0.00152845 0.00223736 0.00338263 0.00203861 -0.00103938 -0.00144778 -0.00231438 5.28122e-05 0.000578007 0.00213951 0.000197535 0.00165501 -0.000188169 0.000556274 0.00149666 -0.000429503 0.00279935 0.000677194 0.00211011 -0.00090213 0.000452888 -0.00299847 -0.00113878 -0.000532754 0.00130594
internal_weight=0 1189.24 1150.16 576.229 573.935 481.612 237.733 171.85 92.323 422.104 372.916 237.825 8370.76 1317.47 258.119 1059.35 221.68 837.673 469.779 285.614 115.232 170.382 170.268 105.44 184.165 111.861 72.3039 367.894 281.006 101.588
internal_count=4780 650 628 334 294 251 111 77 43 216 191 133 4130 636 113 523 86 437 218 120 55 65 80 44 98 54 44 219 162 55
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=31
num_cat=0
split_feature=12 71 3 146 51 133 58 128 144 61 107 32 1 26 96 71 118 89 45 70 107 83 12 21 43 102 5 67 150 138
split_gain=0.0761752 0.235603 0.373419 0.421083 0.260594 0.244652 0.404163 0.312975 0.264463 0.355241 0.483469 0.336659 0.480124 0.310727 0.308887 0.267907 0.455013 0.452406 0.407864 0.327038 0.318303 0.579726 0.284389 0.276343 0.275675 0.232797 0.232091 0.358326 0.294147 0.216932
threshold=0.00050559637020342063 0.10522961243987085 0.0011980500421486797 0.0063990866765379914 0.0038949446752667431 0.00055427959887310873 0.00017767510871635753 0.0022272822679951791 0.00017767510871635753 0.0072436286136507997 0.0079489401541650313 0.0015833032084628942 0.012252715881913902 0.00037263428384903824 0.0037758676335215573 0.015200819820165636 0.0046923852059990176 0.0020292587578296666 0.004017772153019906 0.0012357163941487672 0.0058306583669036635 0.023343417793512348 0.002945306478068233 0.0037758676335215573 0.0045489775948226461 0.0016846025246195497 0.00075379351619631063 0.00096484774257987748 0.0013560238294303419 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 5 3 4 -3 6 -2 -8 9 11 -11 12 14 -13 -7 20 17 24 19 -18 21 -10 -19 -23 -17 -5 28 -28 -22 -1
right_child=1 2 -4 25 -6 8 7 -9 15 10 -12 13 -14 -15 -16 16 18 22 -20 -21 26 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00012313173513904595 0.0010717231207756272 0.0019009374902680472 -0.0023243272025451098 -0.0030610984807341464 0.0054276476014481117 0.0030748135671229671 -0.0045842686097930562 -0.0009636146509385007 0.00017228909918426451 -0.0040744087023328176 0.0011624495602894141 -0.00097956263168799055 -0.0019404463071442354 0.0023962202848737978 -0.00054747617535296292 -0.0023807034550529173 0.0051338743313377906 0.0036355312077662482 -0.0017213009917577096 -0.00042533153792457352 0.0027984750048163295 -0.003178761282120727 -0.00049795330539111711 0.00066535072584892555 -0.00044768122441070206 0.0018626734355668209 0.0031286771827515069 -4.6231086566802681e-05 -0.00068356362862161276 -0.002600852392073698
leaf_weight=3339.3571314811707 129.28907370567322 152.26604533195496 60.19573187828064 52.559468746185303 79.847880363464355 409.69714999198914 97.528796195983887 153.82618355751038 2178.0354974269867 80.834497213363647 96.909152984619141 239.24685072898865 67.831995010375977 95.326954364776611 68.726368188858032 494.29362726211548 79.687454462051392 69.57461953163147 61.617504596710205 39.60308837890625 79.527028560638428 205.01000142097473 103.53673887252808 60.562705516815186 294.23676943778992 44.189258337020874 238.90193748474121 141.51150679588318 255.52805423736572 90.740784406661987
leaf_count=1496 69 55 30 26 26 173 59 89 1292 50 38 134 34 41 36 275 30 27 31 21 34 125 55 33 148 16 94 68 129 46
internal_value=0 0.000105578 0.00129631 0.00195904 0.00311414 2.48821e-05 -0.00119998 -0.00236847 0.000111863 0.000819838 -0.00121918 0.00123129 0.0019963 -1.77327e-05 0.00255447 -6.23599e-05 -0.000718488 -0.00115127 0.00158201 0.00328828 0.000174943 -9.6632e-05 0.00116332 -0.00230213 -0.0016594 -0.000812202 0.00110248 0.00194763 0.000142916 -0.000188678
internal_weight=0 6129.9 389.058 328.863 232.114 5740.84 380.644 251.355 5360.2 1058.57 177.744 880.829 546.256 334.574 478.424 4301.63 1142.55 961.642 180.908 119.291 3159.08 2443.61 173.111 265.573 788.53 96.7487 715.469 380.413 335.055 3430.1
internal_count=4780 3238 153 123 81 3085 217 148 2868 506 88 418 243 175 209 2362 587 505 82 51 1775 1450 82 158 423 42 325 162 163 1542
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=31
num_cat=0
split_feature=58 94 82 128 107 115 141 25 99 8 1 100 122 19 122 107 45 44 132 78 8 95 36 141 124 96 54 27 69 137
split_gain=0.0742278 0.244051 0.257315 0.296719 0.203382 0.222617 0.251869 0.19337 0.294235 0.37454 0.255722 0.180632 0.144716 0.123335 0.278229 0.470748 0.348882 0.436395 0.344408 0.34034 0.380016 0.320504 0.389037 0.552029 0.360751 0.525029 0.441408 0.330149 0.326364 0.325793
threshold=0.029773407615721229 0.00080172589514404546 0.00096484774257987748 0.0012745757703669371 0.0035485138650983576 0.00055427959887310873 0.0034400182776153092 0.0022975050378590827 0.017188700847327713 0.00244467705488205 0.0005375427135732026 0.024810968898236755 0.00082683752407319855 0.004017772153019906 0.00040826165059115743 0.00087947337306104611 0.0066005610860884198 0.015675474889576439 0.00043393640953581786 0.014293605927377941 0.0015833032084628942 0.0012745757703669371 0.0012357163941487672 0.0034400182776153092 0.00040826165059115743 0.00017767510871635753 0.0098710241727530974 0.0032328735105693345 0.00039601318712811922 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 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 11 3 -3 5 -4 -7 8 9 10 -6 -2 -11 14 16 18 21 -18 -16 -17 -21 24 23 28 25 -1 -27 -25 -23 -26
right_child=1 2 4 -5 7 6 -8 -9 -10 12 -12 -13 -14 -15 15 19 17 -19 -20 20 -22 22 -24 27 29 26 -28 -29 -30 -31
leaf_value=0.002838969698558689 -0.0044034523296919001 -0.0048404884253497723 0.0030414764764026174 0.0012057064695173837 -0.0011140393147940186 -0.0030181949336507297 0.0019781995610082688 -0.0032979754658406268 0.0035225110952237224 -0.0046338920397053082 0.0035507318307204851 -0.0002974992432162804 -0.0004220600155437491 -0.00017742676127393913 -0.0041284886631398959 0.0017413287356666156 -0.00050663500006576257 -0.0051926995509063295 0.00012864608560130252 0.0026100393301156199 -0.0021040223724322227 -0.0005800704120951562 -0.00051938738178625133 0.0044349694651981061 -0.0012857607647234182 -0.00096875758604742207 0.0038323671458602932 0.0006279625301799732 0.0021264024551729366 0.00075323332152190498
leaf_weight=211.40697813034058 63.085399150848389 55.082162380218506 112.18167924880981 32.127251148223877 62.144904136657715 44.395806074142456 58.406985521316528 51.504669666290283 49.50937557220459 59.347480535507202 55.723865985870361 46.551526069641113 31.072452068328857 3757.0173995494843 70.882088184356689 828.45233583450317 1177.2438681125641 51.871643304824829 144.080322265625 63.199703216552734 132.13261914253235 267.91091322898865 300.33695578575134 201.61499500274658 709.14173364639282 326.77711606025696 56.090839624404907 79.366602659225464 190.65390872955322 270.68627643585205
leaf_count=87 43 36 46 13 30 23 26 28 17 39 20 30 15 1920 43 351 536 31 89 28 71 124 166 76 422 175 23 38 82 152
internal_value=0 -0.00048777 -9.82909e-05 -0.00261312 0.000320023 0.00150124 -0.000179514 -0.000500996 5.78038e-05 -0.000765743 0.00109129 -0.00266008 -0.00318651 3.97955e-05 0.000200388 0.000852031 -9.65587e-06 -0.000704398 -0.00127511 0.00129866 -0.000578789 0.000317017 0.000998193 0.0016145 -0.000132981 0.000838957 -0.000265384 0.00335963 0.000545179 -0.00072247
internal_weight=0 721.134 611.497 87.2094 524.287 214.984 102.803 309.303 257.798 208.289 117.869 109.637 90.4199 8838.87 5081.85 1238.75 3843.1 1229.12 214.962 1023.78 195.332 2613.99 1039.88 739.546 1574.1 594.275 382.868 280.982 458.565 979.828
internal_count=4780 366 293 49 244 95 49 149 121 104 50 73 54 4414 2494 582 1912 567 132 450 99 1345 486 320 859 285 198 114 206 574
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=31
num_cat=0
split_feature=7 115 140 150 150 33 133 42 75 150 29 106 42 53 24 17 131 46 78 57 121 58 15 131 150 141 106 104 34 88
split_gain=0.0776607 0.240337 0.445089 0.353544 0.302841 0.403931 0.355598 0.315578 0.24585 0.232237 0.300969 0.326124 0.503639 0.424968 0.397479 0.337847 0.252415 0.250772 0.3975 0.219195 0.217116 0.207408 0.323958 0.427203 0.316017 0.422972 0.409927 0.284244 0.283882 0.246942
threshold=0.0015833032084628942 0.013032016810029747 0.011880517937242987 0.00082683752407319855 0.0011615398107096555 0.00066645268816500913 0.0054799309000372895 0.004017772153019906 0.00042089859198313212 0.0019672545604407792 0.0036604277556762104 0.013439828064292671 0.004017772153019906 0.0033348383149132137 0.0015833032084628942 0.00017767510871635753 0.0063990866765379914 0.012636432424187662 0.012252715881913902 0.0020292587578296666 0.0053125319536775359 0.0015349716995842757 0.0011261500185355546 0.0045489775948226461 0.0011615398107096555 0.00046126570669002836 0.0016331639490090313 0.00046126570669002836 0.015200819820165636 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 4 -4 7 -6 -7 8 -3 10 -2 12 13 17 -14 -15 -17 18 -12 21 -21 22 27 24 25 -24 -26 -1 -25 -23
right_child=9 2 3 -5 5 6 -8 -9 -10 -11 11 -13 14 15 -16 16 -18 -19 -20 20 -22 29 23 28 26 -27 -28 -29 -30 -31
leaf_value=-0.00018497905508447419 6.8380982809101862e-05 0.0033013155906745115 0.000149570824925518 -0.0050782171230092316 0.0046614742189476947 0.0014587862078761745 -0.0038769254960687033 -0.0050209165061363657 -0.0013062266452692317 -0.00019889074636453741 0.0076437376614477944 -0.0029787720762571852 0.0079942662777057454 0.0025014850725697179 0.002003617255590322 -0.0027536517843959303 0.0011726076675906002 0.00056804267939419828 0.0018831170941425808 -0.0049752825034447418 -8.9597355116788043e-05 -2.6159286585148298e-06 -0.0020901328797410454 -0.0023793181396178607 0.0045582779438781557 0.0011715254776943072 0.0013371334759068911 -0.0040329892628200529 0.0020439036295706635 -0.0011720760181786213
leaf_weight=221.08465719223022 896.86185431480408 34.443397045135498 47.399777412414551 101.79411435127258 58.934385061264038 97.115700721740723 46.024126529693604 48.867671966552734 181.57381248474121 1710.9600985050201 49.876349210739136 38.020889759063721 52.352921009063721 77.944829940795898 58.773959159851074 121.33195877075195 61.777930498123169 77.784404039382935 74.940858602523804 43.707980632781982 47.399777412414551 3501.4151599407196 136.87921500205994 149.19389176368713 122.4549400806427 362.98519802093506 510.66507339477539 61.296652793884277 47.927176952362061 518.21109390258789
leaf_count=113 565 16 21 62 25 45 31 33 114 958 20 24 19 37 29 73 27 41 39 28 21 1562 62 83 45 147 207 39 20 274
internal_value=0 -0.000101575 -0.00103986 -0.00341732 -0.000280257 0.00117759 -0.000256819 -0.00139241 -0.000571566 0.000199938 0.000651945 0.00150601 0.00180267 0.00107809 0.00482587 -0.000255452 -0.001429 0.00279637 0.00418503 -5.61396e-07 -0.00243345 3.87942e-05 0.000517856 0.0008444 0.00121816 0.000278377 0.00196015 -0.00102027 -0.00130387 -0.000153383
internal_weight=0 6339.37 616.153 149.194 466.959 202.074 143.14 264.885 216.017 3220.63 1509.67 612.804 574.783 463.656 111.127 261.055 183.11 202.602 124.817 5723.22 91.1078 5632.11 1612.49 1330.11 1132.98 499.864 633.12 282.381 197.121 4019.63
internal_count=4780 2948 347 83 264 101 76 163 130 1832 874 309 285 237 48 137 100 100 59 2601 49 2552 716 564 461 209 252 152 103 1836
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=31
num_cat=0
split_feature=45 84 40 112 42 108 117 77 43 124 8 75 102 50 128 68 2 24 98 104 47 29 42 108 126 148 129 21 121 86
split_gain=0.0743012 0.225223 0.32879 0.476628 0.347389 0.260838 0.276981 0.261727 0.261848 0.234021 0.22435 0.334908 0.284447 0.231168 0.206436 0.215605 0.194815 0.183218 0.407842 0.221858 0.182717 0.173276 0.25289 0.162426 0.161881 0.259933 0.299931 0.359314 0.28168 0.275247
threshold=0.017188700847327713 0.00044738779251929378 0.00047558375808876013 0.0014881226234138014 0.049604203552007682 0.0026833302108570938 0.0084566329605877417 0.00057154725072905432 0.0012745757703669371 0.00087947337306104611 0.0021592099219560628 0.0032328735105693345 0.00747153488919139 0.00244467705488205 0.00080172589514404546 0.033603202551603324 0.0014427106943912806 0.002945306478068233 0.0019672545604407792 0.0092791137285530585 0.057509137317538268 0.0027679565828293566 0.014293605927377941 0.011169348377734424 0.00099512818269431613 0.0020292587578296666 0.0013146653072908523 0.0042751494329422721 0.0098710241727530974 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 4 -2 -3 10 8 -8 -9 13 12 -12 14 16 -16 -7 19 -19 -4 24 -22 -23 -20 -1 -26 27 -27 29 -28
right_child=1 5 17 -5 -6 6 7 9 -10 -11 11 -13 -14 -15 15 -17 -18 18 23 -21 21 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=5.9779115039978335e-05 -0.00024859651612305441 -0.0037239651353458171 -0.0011882715762912683 0.0029919731829900695 -0.0052632884578845103 0.00010582244767761986 -0.00076387577862946604 0.00149996903213254 -0.005565334854567853 -0.0018749587751595261 -0.0051187632918076762 0.0020414149810011224 -0.00020366804041787369 0.0033879527358291793 0.0014139610828030438 -0.0032989045052976549 0.0041379826668433263 0.0053509952533802446 -0.0010304661810129759 0.0023424068707742023 0.0010437194027723283 -0.0048132876258566125 0.00011477268323089218 0.0029590334849705275 0.001103218119935169 -0.0042667261602021712 0.00063906807193842485 -0.00080754743241965698 -0.0037315563004230445 -0.0026171752549390367
leaf_weight=6892.4935140609741 96.381753444671631 49.028097867965698 78.472229480743408 68.313272714614868 53.820815563201904 64.781901836395264 59.461784601211548 110.3929328918457 54.348215103149414 96.060901641845703 49.922471046447754 74.206911325454712 71.730339527130127 111.08075833320618 45.08363151550293 52.559468746185303 55.723865985870361 96.175205707550049 55.036040544509888 102.75666975975037 39.236114740371704 64.828023672103882 43.5014328956604 47.560203313827515 181.59587287902832 126.65207600593567 404.40109419822693 184.32511425018311 52.766016483306885 77.303126335144043
leaf_count=3518 39 29 36 22 31 25 24 42 30 47 31 33 34 37 18 26 20 32 25 38 18 36 21 17 77 74 220 94 33 53
internal_value=0 0.000324028 0.00107476 -0.000470644 -0.00204547 -0.000178358 2.72772e-05 -0.0011316 -0.00305674 -7.03511e-05 0.000734105 -0.000605859 -0.00222067 0.00153125 0.000585827 -0.00112289 0.00197036 0.00196343 0.00301176 0.000813621 -5.99647e-05 -0.00180321 -0.00283435 0.000818933 -2.74826e-05 -0.000613096 -0.000981748 -0.00221637 -0.000263392 0.000116511
internal_weight=0 1492.9 598.516 218.516 150.203 894.381 845.353 320.264 113.81 206.454 525.089 195.86 121.653 329.23 218.149 97.6431 120.506 380 198.771 181.229 8067.1 147.566 108.329 102.596 7919.54 1027.04 845.447 310.977 534.47 481.704
internal_count=4780 636 240 92 70 396 367 143 54 89 224 98 65 126 89 44 45 148 74 74 4144 75 57 42 4069 551 474 168 306 273
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=31
num_cat=0
split_feature=3 12 84 8 27 145 3 25 127 45 86 7 102 62 71 95 31 144 144 3 29 141 99 67 141 115 110 99 114 149
split_gain=0.0761465 0.208354 0.3584 0.194183 0.282793 0.273577 0.270499 0.717731 0.548346 0.355024 0.334483 0.28413 0.274196 0.340636 0.274133 0.266013 0.275046 0.247532 0.203415 0.372155 0.341727 0.318222 0.303268 0.263795 0.260304 0.304039 0.291698 0.287971 0.257489 0.245195
threshold=0.00038414125447161501 0.0025217677466571335 0.0005375427135732026 0.012252715881913902 0.0053125319536775359 0.0010918468469753864 0.00057154725072905432 0.0032328735105693345 0.0005893622583243997 0.0022975050378590827 0.00080172589514404546 0.0012357163941487672 0.00073092587990686308 0.00037263428384903824 0.025578102096915249 0.0049928687512874612 0.00039601318712811922 0.00052132029668428015 0.00017767510871635753 0.0013986918493174019 0.034632634371519096 0.00070876078098081063 0.0014881226234138014 0.00044738779251929378 0.007706565549597145 0.0046923852059990176 0.0012745757703669371 0.013439828064292671 0.00068727668258361529 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 8 9 -2 14 17 -9 -14 -10 16 -7 -11 19 21 24 -8 29 -22 25 27 -26 -20 -27 -21
right_child=3 2 -4 4 -6 15 18 12 10 11 -12 -13 13 -15 -16 -17 -18 -19 20 22 23 -23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-8.4171176349708359e-05 -0.005380319032992722 -0.0036939045816212924 0.0016666264260073859 -0.0016699270554653386 -0.0024137650193840855 0.004810127698946811 0.0052010028140420106 0.0060044767341994607 -0.0014815211101592471 -0.0013375345055214917 0.0047514624162489898 -0.0030325393393779341 -0.00024690213938166866 0.0054550253518124703 0.003658024887602928 -0.0020520365696347831 0.00031031944063228222 0.0033412271971271171 -0.00065888016043772054 -0.00077877947726236803 -0.0059393670370562202 0.0012345809837674333 0.0018416609681390535 -0.0010002533681782561 0.00019260220492009071 0.0038722453368594729 0.0024523517121923088 -0.0037044853821937038 8.3222296155763145e-05 -0.0064021303897403674
leaf_weight=4553.8197598457336 47.973298788070679 99.317542552947998 45.450605154037476 127.38602328300476 175.56586980819702 64.6214759349823 66.731074094772339 80.214854001998901 71.202939987182617 56.457813262939453 72.418164968490601 70.882088184356689 62.511877775192261 45.08363151550293 40.818313360214233 43.341006994247437 71.569913625717163 56.618239164352417 660.82352161407471 50.977270126342773 40.497461557388306 208.76998043060303 56.457813262939453 81.315774917602539 419.30664682388306 45.978004693984985 216.56666946411133 87.943360805511475 1808.0998606681824 31.278999805450439
leaf_count=2076 31 63 21 80 118 29 25 29 35 26 29 43 33 18 15 25 38 22 351 29 23 92 26 38 225 20 92 55 1051 22
internal_value=0 -0.000143537 -0.00201094 0.000138729 -0.000813271 0.000102256 0.000243624 0.00122589 6.84815e-05 -0.00154961 0.00210323 -0.000550628 0.00379184 0.00214226 0.000391227 0.0013597 0.00244543 0.00100517 8.64034e-05 0.00113187 -4.2459e-05 0.00219532 -0.000980262 -0.00264229 5.53247e-05 -0.000166232 0.000962231 -0.00101659 0.000177184 -0.00291713
internal_weight=0 4698.59 144.768 4861.41 482.484 306.918 4378.93 604.181 416.371 231.931 184.439 183.958 187.81 107.596 112.021 179.532 136.191 113.076 3774.75 414.215 3360.53 275.501 138.714 121.813 3238.72 2602.84 635.873 748.767 1854.08 82.2563
internal_count=4780 2160 84 2620 290 172 2330 281 201 122 79 91 80 51 50 92 67 48 2049 194 1855 117 77 61 1794 1477 317 406 1071 51
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=31
num_cat=0
split_feature=142 21 80 21 25 133 61 146 27 11 79 109 108 15 69 93 101 121 80 68 134 99 80 124 60 1 53 86 37 98
split_gain=0.0766996 0.234195 0.224575 0.218833 0.322064 0.336576 0.363309 0.279983 0.215949 0.231055 0.355262 0.271263 0.212524 0.21105 0.172859 0.307251 0.420582 0.292061 0.31582 0.284281 0.341352 0.298998 0.321979 0.254797 0.417803 0.315796 0.401603 0.258766 0.240418 0.250639
threshold=0.00052132029668428015 0.00066645268816500913 0.00075379351619631063 0.0056525857653468856 0.00090704852482303988 0.0010263677686452868 0.00075379351619631063 0.0036604277556762104 0.037906534969806678 0.00085274505545385193 0.00068727668258361529 0.0026012937305495147 0.0051502294372767219 0.007706565549597145 0.00039601318712811922 0.0017376682371832433 0.00055427959887310873 0.0042751494329422721 0.00062670491752214741 0.0020292587578296666 0.00077738583786413084 0.0084566329605877417 0.0041444667149335155 0.00747153488919139 0.00039601318712811922 0.0012357163941487672 0.011169348377734424 0.00080172589514404546 0.0011261500185355546 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 12 9 11 -11 -1 -5 -8 15 17 28 18 -2 21 -21 22 -18 25 -25 26 -20 -27 29 -17
right_child=14 3 -4 7 -6 6 13 -9 -10 10 -12 -13 -14 -15 -16 16 19 -19 23 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00031760934720880462 -0.0008691056741030993 0.00042493916807344128 0.0037903537760329837 -0.0017471162386891543 0.00011697938106730262 0.0080878854877577382 0.00017198564042068289 -0.003347598779484145 0.0029550841268748892 -0.0067237566593981186 -0.00047014737832259154 -0.0027409754174239302 0.0028855156192404943 0.0050085204092164826 0.00013173356192203666 -0.0011334996141063906 -0.0013435287532070526 -0.0020377299806336683 0.0026085290109348295 -0.0036491264497049421 0.0012557295360928632 -0.0039963617229913121 0.0033157540003644899 -0.0032127169109307401 0.00053744149519692301 0.00038302375952637069 8.631492627356348e-05 -0.0029183552957658381 0.0026798840315384667 0.0014704795444156864
leaf_weight=359.73055815696716 554.00808143615723 77.050456762313843 32.127251148223877 40.337035655975342 161.46244668960571 47.560203313827515 43.341006994247437 53.66038966178894 41.919234275817871 38.387863397598267 55.609561920166016 90.786906242370605 64.09407639503479 47.032803773880005 5064.559018611908 360.64699172973633 95.740049839019775 163.52592301368713 394.95202326774597 270.84670233726501 40.818313360214233 49.555497407913208 60.516583681106567 110.69172430038452 225.71694898605347 491.28765487670898 262.86552596092224 67.511143207550049 69.414193630218506 124.24368643760681
leaf_count=216 317 35 13 27 93 17 25 35 24 27 35 57 30 18 2512 181 55 78 164 148 15 28 22 71 119 192 104 42 31 49
internal_value=0 0.000382404 -0.000280001 0.00114893 0.00180453 0.00307195 0.00455058 -0.000412182 -0.000502991 -0.00076921 -0.00302408 -0.000298747 0.00109614 0.00268904 -5.24509e-05 -0.000331541 -0.0010293 -2.17497e-06 0.000155804 -0.00205441 -0.00300674 -0.000612272 0.000460963 0.000521418 -0.000696509 0.000858189 0.00160065 -1.58316e-05 -7.22949e-05 -0.000466281
internal_weight=0 1153.1 618.561 534.538 376.447 214.984 137.934 158.092 586.434 544.515 93.9974 450.517 104.431 90.3738 8406.9 3342.34 1071.78 2270.56 2107.03 517.477 311.665 205.812 156.257 1553.03 336.409 1216.62 657.818 558.799 554.305 484.891
internal_count=4780 652 372 280 188 95 60 92 359 335 62 273 57 43 4128 1616 529 1087 1009 268 163 105 77 692 190 502 268 234 261 230
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=31
num_cat=0
split_feature=141 11 77 79 59 127 125 18 78 51 56 118 92 22 69 89 59 72 115 146 4 79 140 53 1 46 61 40 93 58
split_gain=0.0754805 0.180795 0.211969 0.227862 0.180559 0.155966 0.322629 0.315241 0.322511 0.279448 0.272325 0.2344 0.220969 0.207654 0.277901 0.265284 0.22986 0.163767 0.151458 0.146553 0.193116 0.312662 0.204901 0.255225 0.193094 0.152038 0.14697 0.143818 0.117367 0.11508
threshold=0.016668972559273246 0.016668972559273246 0.00082683752407319855 0.00017767510871635753 0.0030382014811038975 0.0042751494329422721 0.0011980500421486797 0.0054799309000372895 0.012252715881913902 0.00066645268816500913 0.00017767510871635753 0.00064626874518580746 0.017188700847327713 0.00057154725072905432 0.00039601318712811922 0.00017767510871635753 0.0014427106943912806 0.0028552538715302949 0.0014427106943912806 0.0015349716995842757 0.0049928687512874612 0.0044099434744566688 0.0038949446752667431 0.0028552538715302949 0.0063990866765379914 0.0045489775948226461 0.0037758676335215573 0.011519505176693203 0.0070226341485977182 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 29 11 8 9 -8 17 13 -12 14 16 -16 28 -11 -9 -4 22 -22 23 26 25 -24 -21 -10 -7 -1
right_child=1 -3 19 4 -6 6 7 18 27 10 12 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028962729050814367 -0.00071825014668552075 0.0017595916379482834 -0.0024626685759615557 -0.0021555655267154138 -0.0073531076751443521 0.000906255169297454 -0.00068040372298136943 0.00059687054158262315 0.0011533550331613387 0.0033368482050550874 0.00029628030401988295 -0.0033276166060683143 0.0040401921631180553 0.0028756294501706982 -0.0044545383625350923 0.00080185292674435382 -0.0014058999229956141 0.0070154045537012535 -0.0038539669699241687 0.00031438199671276985 0.0039235906659384773 -0.0012145367150158287 -0.0014881737687191879 0.0036640776940674046 0.00034548297443087766 -0.004943809380467826 -0.003356747387836661 -0.0023144951217147236 0.0041441562182519612 -0.00014671517284177101
leaf_weight=2066.3772156238556 97.803526163101196 85.214119434356689 67.671569108963013 37.126516580581665 30.384626626968384 85.053693532943726 49.188523769378662 40.65788745880127 77.944829940795898 59.989184141159058 84.526293992996216 58.086133718490601 73.839937686920166 56.618239164352417 65.722396850585938 37.814342021942139 83.585798978805542 61.043983221054077 36.071717500686646 163.9390184879303 70.629418611526489 50.977270126342773 90.740784406661987 51.298121929168701 82.897973537445068 49.028097867965698 32.700772523880005 48.500698328018188 41.712686538696289 5622.854478597641
leaf_count=1075 40 38 38 22 20 42 25 19 37 23 43 34 30 22 38 17 30 21 24 92 25 29 46 21 35 29 23 30 17 2795
internal_value=0 -0.000433049 -0.000659473 -0.00226052 -0.00449481 4.55806e-05 0.000646356 0.00146911 0.00196902 0.00279476 0.00340657 -0.000374448 0.00204192 8.85345e-05 -0.000414192 -0.00253477 0.000629568 0.00519216 -0.00149553 -0.000258376 -6.49274e-06 0.0017697 -0.00046547 0.000523242 -0.00156639 -0.00270034 -0.000296119 -0.000176808 0.00197169 -2.9454e-05
internal_weight=0 910.412 825.198 165.315 67.5111 8649.59 960.356 531.763 455.033 328.588 279.399 428.593 158.366 370.507 313.889 103.537 210.352 121.033 76.7296 659.883 592.211 121.607 470.605 247.938 222.667 139.769 196.64 126.446 126.766 7689.23
internal_count=4780 458 420 82 42 4322 452 252 209 142 117 200 73 166 144 55 89 44 43 338 300 54 246 136 110 75 115 67 59 3870
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=31
num_cat=0
split_feature=37 138 125 114 142 52 71 63 23 61 144 53 109 19 32 121 150 72 101 19 94 27 120 109 29 73 80 95 108 112
split_gain=0.071543 0.183176 0.26781 0.161783 0.28269 0.278022 0.322305 0.259071 0.35617 0.302345 0.451911 0.397659 0.311106 0.307077 0.292015 0.280671 0.29654 0.27867 0.244648 0.235038 0.218465 0.331641 0.340038 0.228266 0.274888 0.217716 0.306328 0.234364 0.21657 0.203763
threshold=0.00017767510871635753 0.035692447796463973 0.0020292587578296666 0.0014881226234138014 0.021960759535431865 0.028884131461381916 0.15819545835256579 0.00085274505545385193 0.036783467978239066 0.0005375427135732026 0.00096484774257987748 0.040252277627587325 0.0013146653072908523 0.004017772153019906 0.0012357163941487672 0.0021592099219560628 0.0015349716995842757 0.0084566329605877417 0.14610802382230761 0.0016846025246195497 0.0022272822679951791 0.010180860292166473 0.0003614811430452392 0.011519505176693203 0.0046923852059990176 0.0014427106943912806 0.0010585968848317864 0.00099512818269431613 0.0019672545604407792 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 18 9 17 10 15 12 -11 14 -14 16 28 20 -5 -10 23 22 -22 24 -9 26 -19 -28 -2 -25
right_child=3 2 -4 4 -6 -7 -8 8 19 11 -12 -13 13 -15 -16 -17 -18 25 -20 -21 21 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00010362760618081793 0.00093427173605919621 -0.00011871371973996455 0.0056182899792197559 0.00021304192374877156 -0.0018653729502299298 -0.0035133971774935486 0.0045863960040853453 -0.0013141225495965849 0.0038649813818681642 0.00028260345614094438 0.0046898142424228809 0.00074819161850480677 -0.0064120739107810486 -0.0016879603373513763 -0.0018525117423357417 -0.0036262028584930074 0.0035648279591330074 0.0051511500669293442 0.0034879258321839726 0.00057412618735718369 -0.0026872807117196106 0.00082910615138229518 -0.00017434628501515636 0.00058630110771381639 0.0013752303760506724 -0.00048552922717856329 -0.00229149500731375 0.0020694799950576764 -0.0037410128755426516 -0.0031638756676427497
leaf_weight=4319.1169593334198 54.669066905975342 44.762779712677002 37.286942481994629 2170.0302596092224 160.40764760971069 46.711951971054077 44.716657876968384 134.97616457939148 82.691425800323486 68.886794090270996 45.611031055450439 105.23324155807495 108.00860476493835 134.40264320373535 52.032069206237793 61.984478235244751 48.98197603225708 55.036040544509888 58.567411422729492 157.79271030426025 379.54313254356384 151.25736808776855 208.60955452919006 60.356157779693604 320.95165967941284 163.41161894798279 43.707980632781982 104.38499021530151 45.290179252624512 90.580358505249023
leaf_count=2096 22 26 18 1200 95 26 15 73 28 32 17 37 65 63 27 34 18 25 22 63 208 68 96 26 138 93 28 46 25 50
internal_value=0 0.000148087 0.00248843 -0.000126338 0.000164623 0.000304978 0.000383438 -0.000395793 -9.6183e-05 -0.00120289 0.000176957 -0.00195835 -0.00274227 -0.00344995 -0.00492968 -0.000798913 0.000377712 -0.000349172 0.000299106 0.0017057 -0.00068195 -0.00125898 -0.00179598 2.11071e-05 0.000579055 0.000873092 0.00196607 0.000782387 -0.00118404 -0.00166426
internal_weight=0 4401.17 82.0497 5158.83 2480.43 2320.03 2273.31 2678.4 1953.3 725.1 256.537 468.563 363.33 294.443 160.041 210.926 148.941 1712.82 2228.6 240.484 1346.27 739.41 588.153 606.864 455.928 366.541 203.129 148.093 99.9592 150.937
internal_count=4780 2140 44 2640 1358 1263 1237 1282 942 340 116 224 187 155 92 99 65 851 1222 91 659 372 304 287 211 192 99 74 47 76
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=31
num_cat=0
split_feature=111 23 146 107 78 73 94 29 54 36 147 14 3 50 104 30 65 128 78 128 44 113 24 96 128 60 42 117 144 58
split_gain=0.0727106 0.23029 0.165344 0.373302 0.276694 0.234252 0.19355 0.172378 0.145501 0.124585 0.159457 0.213221 0.239925 0.247023 0.187884 0.192927 0.177861 0.138236 0.269986 0.380579 0.379149 0.378012 0.329219 0.404554 0.312824 0.238127 0.556017 0.311568 0.230822 0.22429
threshold=0.00047558375808876013 0.020035739988088611 0.0063990866765379914 0.0031340263085439806 0.072653736919164671 0.0027679565828293566 0.0012745757703669371 0.0068083447404205808 0.0017376682371832433 0.0048403022810816774 0.0015833032084628942 0.00082683752407319855 0.00073092587990686308 0.018276390619575981 0.0070226341485977182 0.0044099434744566688 0.000490355829242617 0.0026012937305495147 0.0019071503775194289 0.004017772153019906 0.0070226341485977182 0.0020932231564074759 0.0063990866765379914 0.0037758676335215573 0.0035485138650983576 0.002945306478068233 0.00093549740267917525 0.0015833032084628942 0.00096484774257987748 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 6 -6 7 -4 -8 17 16 -12 13 -13 15 -14 -11 -1 24 20 22 25 23 -20 -19 27 -27 -21 -22 -26
right_child=1 -3 4 -5 5 -7 8 -9 -10 10 11 12 14 -15 -16 -17 -18 18 19 21 28 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-9.7953041075685688e-05 0.00052475395898855738 -0.0029267889513926162 -0.00095736320916254983 0.0043573926863660134 0.0054511717253122212 0.00022142948090087363 -0.00039846315392076236 0.0036693985817945981 -0.0031030134062873652 -7.2140447685441775e-05 0.0033654669590790498 -0.00037020000666361486 -0.0036109304429841407 0.0048763854204890147 0.0013878367638779842 -0.00093086290547137569 -0.0045441803946856462 0.0019673314261547752 0.00070745820667988209 0.0014933155166094369 0.0067678511457031215 -0.00186080347077475 -0.0029393257532395411 0.0053848328480195573 -0.00079109467688836307 -0.0026125141053427343 0.0036185112140723046 -0.00070999677408928688 0.0023826658530871217 -0.0040671730907276991
leaf_weight=6285.6692922115326 248.35100841522217 46.711951971054077 41.758808374404907 85.374545335769653 36.919968843460083 50.977270126342773 109.43037748336792 38.869141101837158 91.153879880905151 38.708715200424194 35.498196125030518 58.086133718490601 86.361162185668945 36.552995204925537 64.461050033569336 301.85097217559814 52.238616943359375 73.312538146972656 235.62323617935181 262.84346556663513 52.352921009063721 191.15924787521362 45.657152891159058 57.512612342834473 180.26634383201599 47.078925609588623 149.46862173080444 411.8769314289093 70.308566808700562 73.565207719802856
leaf_count=2987 150 26 28 34 15 29 66 15 60 19 14 34 58 12 33 189 34 31 115 141 19 118 28 24 98 29 64 228 33 49
internal_value=0 0.000472759 0.0006987 0.00150523 -3.05132e-05 0.00241811 -0.000795868 0.00127311 -0.00162752 -4.02198e-05 -0.000693614 -0.000389755 -0.000633316 0.00165622 -0.00111198 -0.00152707 -0.0026408 1.38844e-05 0.000393659 0.000673447 0.0018724 0.000152694 0.00101002 0.00162515 -0.00090963 0.000594463 0.002126 0.000148324 0.0042543 -0.00174056
internal_weight=0 749.547 702.835 333.726 369.109 87.8972 281.212 80.6279 200.584 8810.45 673.758 582.811 547.312 94.6391 452.673 388.212 90.9473 8136.7 1851.03 1523.88 461.454 1062.43 338.793 293.136 327.144 871.268 196.548 674.72 122.661 253.832
internal_count=4780 423 397 184 213 44 169 43 126 4357 393 340 326 46 280 247 53 3964 977 799 219 580 167 139 178 462 93 369 52 147
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=31
num_cat=0
split_feature=120 113 33 63 91 142 4 43 44 142 110 112 84 108 71 23 19 32 15 81 137 91 125 73 4 106 58 129 23 38
split_gain=0.0695268 0.127915 0.197364 0.136349 0.0880208 0.215485 0.215463 0.275374 0.258957 0.276191 0.296874 0.303068 0.267121 0.205911 0.194934 0.250666 0.221292 0.190031 0.184765 0.165848 0.158466 0.152147 0.369809 0.589447 0.388496 0.331312 0.342367 0.366902 0.32591 0.254483
threshold=0.0025217677466571335 0.0051502294372767219 0.0081988852471113222 0.0016846025246195497 0.0042751494329422721 0.027182282879948619 0.00017767510871635753 0.0014881226234138014 0.0033348383149132137 0.015675474889576439 0.0019071503775194289 0.0016846025246195497 0.0013986918493174019 0.0068083447404205808 0.045367386192083366 0.0072436286136507997 0.02636832278221846 0.0019071503775194289 0.007706565549597145 0.0058306583669036635 0.00070876078098081063 0.0016331639490090313 0.0020292587578296666 0.00073092587990686308 0.0041444667149335155 0.0072436286136507997 0.0062037324532866487 0.00244467705488205 0.010180860292166473 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 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 21 6 7 20 9 10 11 -8 -12 -9 15 16 -10 19 -17 -7 -6 -1 23 24 -23 -25 28 -28 -27 -24
right_child=1 -3 -4 -5 5 17 8 13 14 -11 12 -13 -14 -15 -16 18 -18 -19 -20 -21 -22 22 29 25 -26 26 27 -29 -30 -31
leaf_value=-9.985615862651313e-05 0.0022792571732394413 -0.0011497277448910882 0.0040426105529413701 -0.0013442094126825547 -0.0013121611793315969 -0.0062982988723133265 -2.3977570181985913e-05 0.00084560166267878953 -0.00028014148883903243 0.0032447777921726416 -0.0048571619661300228 0.0044591886788964913 0.0010106650287236328 0.0048700294723994239 -0.0031007349915866535 -0.0032456927004816064 0.0034430622558184638 -0.00011939591765615741 -0.00081882865965586516 -0.0018140716610902765 0.0020378339070366764 0.0014325503990192303 0.0017535274761622749 -0.0024085495932940292 -0.0022417087474404175 -0.0019468526487077743 -0.0048153005565414672 0.0011070358917693848 0.0028203934012027074 0.00031360320353601012
leaf_weight=5329.8329341411591 48.45457649230957 56.824786901473999 54.829492807388306 55.930413722991943 116.69966697692871 36.071717500686646 244.88781976699829 65.882822751998901 160.77462124824524 74.367337226867676 53.132990121841431 44.55623197555542 30.545052528381348 61.410956859588623 101.587566614151 107.84817886352539 53.086868286132812 63.933650493621826 287.49487948417664 48.133724689483643 50.610296487808228 490.11855173110962 574.25581169128418 330.76770424842834 84.319746255874634 51.871643304824829 60.929679155349731 45.817578792572021 116.08002376556396 658.94253158569336
leaf_count=2641 19 29 18 27 67 24 127 34 98 29 36 19 16 24 55 69 25 34 146 27 26 209 286 197 36 31 36 24 46 325
internal_value=0 0.000886781 0.00161363 0.000337771 -2.0503e-05 -0.000357985 -0.000172761 0.00103458 -0.000479842 0.000462388 -9.21733e-05 0.000666149 -0.00271523 0.00278713 -0.00107304 -0.000734908 0.00064407 -0.00217459 -0.00148087 -0.00373501 -0.000298807 4.9279e-05 0.000378674 -0.000254122 0.000893219 -0.00134266 -5.92217e-05 -0.00227334 0.00134804 0.000984124
internal_weight=0 216.039 159.214 104.385 9343.96 1601.02 1452.89 294.604 1158.28 447.489 373.122 289.444 83.678 127.294 710.792 609.205 213.861 148.139 395.343 84.2054 167.31 7742.94 2413.1 1179.9 574.438 605.467 274.699 106.747 167.952 1233.2
internal_count=4780 93 64 46 4687 856 771 151 620 227 198 146 52 58 393 338 123 85 215 51 93 3831 1190 579 245 334 137 60 77 611
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=31
num_cat=0
split_feature=110 84 112 95 21 110 49 81 8 17 58 69 150 75 68 58 138 108 92 34 147 100 92 58 149 40 38 100 21 117
split_gain=0.0674587 0.232735 0.157054 0.111234 0.110101 0.0777475 0.27642 0.241796 0.18001 0.261728 0.284855 0.282449 0.11531 0.282497 0.288417 0.284415 0.247664 0.215899 0.278427 0.237419 0.181336 0.361759 0.295991 0.243977 0.341744 0.304309 0.170809 0.241222 0.160601 0.193447
threshold=0.13479631394147876 0.00244467705488205 0.12767273932695392 0.00066645268816500913 0.00087947337306104611 0.011519505176693203 0.00077738583786413084 0.00080172589514404546 0.00017767510871635753 0.0010585968848317864 0.0045489775948226461 0.00017767510871635753 0.0011615398107096555 0.0036604277556762104 0.0092791137285530585 0.0095705352723598498 0.00096484774257987748 0.00093549740267917525 0.4073652476072312 0.032603342086076743 0.00043393640953581786 0.0044099434744566688 0.017188700847327713 0.0081988852471113222 0.0026012937305495147 0.0020932231564074759 0.0012745757703669371 0.00057154725072905432 0.024810968898236755 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 12 7 -7 -9 11 -11 -10 13 20 15 -15 -17 19 28 26 21 22 -1 24 -22 -25 27 -14 29 -19
right_child=1 -3 4 -5 -6 6 -8 8 9 10 -12 -13 17 14 -16 16 -18 18 -20 -21 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011656071481580077 -0.0021743238475161646 0.0031842928081670498 -0.00065726299221520196 0.00081092302986490196 -0.0045979051110397323 0.0019660216091923039 0.0025253895595550007 0.002123256661273614 -0.0053227684696023243 -0.0020298792210113837 0.0013089378800251847 -0.001551476391563663 0.00037731131623375405 -4.9719907694642095e-05 0.0035192315771767576 0.0052180244011693537 -0.0001857984980297633 0.0010125664315646303 0.0034550806259822341 0.0027372924837315601 -0.0009548030015199137 -0.003920116952804374 -0.0014207688752444197 -0.0012513044382427658 -0.0038896245541217159 0.0022384171653808556 0.0019674781061117838 -0.0021656873735368359 -0.0014058673976781004 0.00014182162765657971
leaf_weight=415.70509266853333 51.137696027755737 72.051191329956055 41.552260637283325 80.054428100585938 30.912026166915894 67.098047733306885 66.937621831893921 37.447368383407593 70.35468864440918 127.70687508583069 127.82117915153503 168.68561434745789 133.5082700252533 894.70613431930542 70.835966348648071 50.403748750686646 36.599117040634155 751.839035987854 67.625447273254395 43.661858797073364 885.80652332305908 50.977270126342773 150.72996854782104 127.13335371017456 111.70040154457092 122.82191371917725 41.185286998748779 309.2806875705719 146.51077222824097 4207.2100100517273
leaf_count=169 25 26 21 33 19 28 32 14 44 72 57 83 61 558 32 19 23 378 27 17 464 29 69 62 58 48 18 186 77 2031
internal_value=0 0.000901187 -1.95752e-05 -0.000352704 -0.00233827 -1.47764e-06 -0.000521946 -0.000862418 -0.00121914 -0.00147222 -0.000359724 -0.00266145 3.87462e-05 -0.000216914 0.000437997 0.000215668 0.00294482 0.000169581 0.00026785 -0.000793889 -0.000586549 0.000114283 0.000477365 -0.000933414 -0.00128344 0.00046346 -0.00111246 -0.00139893 0.000225634 0.000273835
internal_weight=0 203.243 9356.76 131.192 72.4643 9284.29 666.051 599.114 532.016 494.568 255.528 239.04 8618.24 2917.42 1052.54 981.709 87.0029 5700.82 5173.19 527.636 1864.87 617.412 566.435 1247.46 997.507 249.955 483.974 442.789 5105.56 4959.05
internal_count=4780 84 4696 58 40 4656 330 298 270 256 129 127 4326 1531 632 600 42 2795 2513 282 899 267 238 632 522 110 265 247 2486 2409
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=31
num_cat=0
split_feature=0 38 109 117 65 32 44 110 100 82 116 146 80 11 141 115 140 143 34 145 108 24 27 25 107 29 34 72 7 51
split_gain=0.0666889 0.361151 0.318553 0.544552 0.33912 0.228607 0.214454 0.388711 0.277782 0.273114 0.244137 0.441142 0.230773 0.242982 0.704967 0.327527 0.242607 0.211047 0.20968 0.192193 0.20506 0.256306 0.193046 0.367185 0.299991 0.328896 0.315191 0.295665 0.272771 0.309669
threshold=0.00087947337306104611 0.000490355829242617 0.0013146653072908523 0.010829726699739696 0.00068727668258361529 0.00077738583786413084 0.015675474889576439 0.0025217677466571335 0.0011980500421486797 0.00017767510871635753 0.0012357163941487672 0.0032328735105693345 0.0010585968848317864 0.00070876078098081063 0.0013986918493174019 0.0038949446752667431 0.00244467705488205 0.00085274505545385193 0.0021592099219560628 0.00093549740267917525 0.015200819820165636 0.0081988852471113222 0.0013560238294303419 0.0010585968848317864 0.013032016810029747 0.010180860292166473 0.0012745757703669371 0.00064626874518580746 0.0020292587578296666 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 8 18 12 -10 11 17 13 14 15 -1 -14 -11 -8 20 -2 -22 24 28 26 27 -21 -26 -24 -30
right_child=19 2 3 -5 -6 -7 7 -9 9 10 -12 -13 16 -15 -16 -17 -18 -19 -20 22 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0039869288674374307 -0.00020221701422999409 0.003778114125932111 -0.0063827055675912195 -0.00013292570546574346 -0.0014763259790469595 -0.0024960839838239755 0.0010028522887996778 -0.0014030955803748658 -0.0037115280721380841 0.0014172356948044702 0.00050464799325222482 -0.0062651374035359742 0.0038099287906068827 -0.003857827809922778 0.0038000199178521155 0.0010050968858139901 0.00065338109316215559 -0.0021661999612280635 0.005321266757663274 -0.00066863800468486712 -0.0029999675356598312 0.0012961115248500009 -0.0012729548303122883 0.00032813166359696319 0.00071150736232347147 0.00038726107993441604 0.0012844252019402784 -0.0037422918438290084 0.0043980554823160045 -0.00014621593748929095
leaf_weight=88.103786706924438 1618.9118454456329 48.45457649230957 80.467523574829102 128.50900459289551 83.838468551635742 71.409487724304199 49.348949670791626 63.933650493621826 79.045750856399536 72.097313165664673 256.00933194160461 43.707980632781982 69.941593170166016 50.449870586395264 78.105255842208862 52.399042844772339 469.43366456031799 95.533502101898193 65.309301376342773 247.15784382820129 141.76417636871338 45.978004693984985 788.75900483131409 2553.3554315567017 56.090839624404907 406.96790862083435 1258.1465475559235 111.01257610321045 42.079660177230835 343.67796277999878
leaf_count=51 896 19 47 52 48 42 21 34 46 37 117 28 30 30 33 30 178 48 24 119 86 20 393 1338 23 156 560 63 20 191
internal_value=0 -0.000261209 -0.00157418 -0.0025284 0.000448202 -0.00455529 9.21428e-05 0.00172075 -0.000122539 -0.000993401 -0.000533666 -0.00179145 0.000466048 -0.000730039 -8.2151e-06 -0.00212521 0.0010627 -0.000624979 0.00346262 6.67646e-05 -0.000383619 -0.00194786 0.00020688 -8.42313e-06 0.000592873 -0.000379621 0.000963749 -0.00224731 -0.000740081 0.000349488
internal_weight=0 1946.1 412.679 280.386 132.293 151.877 1533.42 178.592 1354.83 546.394 467.348 211.339 808.433 269.058 218.608 140.503 539.375 167.631 114.658 7613.9 1806.65 187.742 5807.25 3727.87 2079.38 574.071 1505.3 167.103 1174.52 385.758
internal_count=4780 915 208 141 67 89 707 79 628 276 230 113 352 144 114 81 208 85 45 3865 1002 106 2863 1942 921 242 679 86 604 211
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=31
num_cat=0
split_feature=108 140 1 46 25 78 117 10 51 42 145 20 44 140 24 108 23 83 105 54 87 52 19 95 135 5 5 115 148 117
split_gain=0.067012 0.324018 0.25638 0.165824 0.195956 0.378326 0.127712 0.236788 0.236472 0.289181 0.353195 0.539377 0.335458 0.196436 0.28306 0.268161 0.244041 0.189281 0.182807 0.158722 0.40615 0.255648 0.219952 0.239011 0.442983 0.378985 0.585972 0.368097 0.444174 0.25612
threshold=0.00017767510871635753 0.010180860292166473 0.0016331639490090313 0.01884530205279589 0.0060143163427710542 0.0026833302108570938 0.00093549740267917525 0.037906534969806678 0.013032016810029747 0.0027679565828293566 0.0087224207818508166 0.000490355829242617 0.001792412775103003 0.0015833032084628942 0.0044099434744566688 0.0087224207818508166 0.0049928687512874612 0.023343417793512348 0.0060143163427710542 0.055838862434029586 0.0048403022810816774 0.00080172589514404546 0.00046126570669002836 0.00087947337306104611 0.0012357163941487672 0.00085274505545385193 0.0084566329605877417 0.00017767510871635753 0.0016331639490090313 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 8 9 13 11 12 -11 15 16 18 -15 -9 -2 22 21 -21 23 24 27 -25 -27 29 -29 -8
right_child=6 2 -4 -5 5 -7 19 17 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0014960183150248068 0.00010534359699252685 -0.0053534301891851911 -0.00062250843510221936 0.0020885670139318166 0.0057657252669539539 -0.00024075145040131378 -0.00074434427208257519 6.4976525015516965e-05 -0.0028070055621102633 0.0033059214033435433 -4.9597408538299815e-05 -0.00033364090933717594 0.0086196750802105416 -0.0023969199981791504 -0.0047535927810338731 0.0053700706279932271 0.0011519838613777646 -0.0039918790540278892 0.0037606531548659695 0.0038466248068766648 -0.0027799790416862861 0.00077596681874541706 9.9825727964216546e-06 0.0010015187688894899 -0.0053332392251444786 -0.0062362447938712432 0.0017016448674822963 -0.0053091602236371299 -0.00071351574427596287 0.0036286672324837392
leaf_weight=192.05362105369568 205.74394869804382 55.24258828163147 59.461784601211548 83.264947175979614 31.599851608276367 153.87230539321899 78.839203119277954 74.78043270111084 41.758808374404907 69.57461953163147 97.482674360275269 56.664361000061035 51.825521469116211 70.35468864440918 35.544317960739136 35.337770223617554 155.52268624305725 46.711951971054077 41.024861097335815 92.643834829330444 62.511877775192261 252.59226512908936 6766.4811406135559 280.6146240234375 68.405516386032104 51.711217403411865 42.240086078643799 75.674805879592896 172.26310706138611 58.200437784194946
leaf_count=120 131 32 24 38 14 100 39 43 28 27 48 33 20 44 25 18 71 26 22 35 33 105 3343 111 44 35 16 45 91 19
internal_value=0 -0.000523051 -0.00290096 6.88811e-05 -0.000376569 0.000782603 3.35036e-05 0.000571544 0.000863177 0.00105029 0.00236978 0.00369429 0.00557435 0.000381364 -0.000606064 0.00129639 4.65964e-05 -0.00149482 0.000713032 -3.25448e-05 0.000928484 0.00159998 -8.41429e-05 -0.000853391 -0.00162555 8.12531e-05 -0.00266741 -0.000966746 -0.00211618 0.00111286
internal_weight=0 575.495 114.704 460.791 377.526 185.472 8984.5 982.327 860.834 819.075 275.547 178.065 121.4 543.528 261.422 282.107 225.877 121.492 246.769 8002.18 407.748 345.236 7594.43 827.949 453.383 374.566 93.9513 384.978 247.938 137.04
internal_count=4780 328 56 272 234 114 4452 536 467 439 128 80 47 311 140 171 115 69 153 3916 173 140 3743 400 238 162 51 194 136 58
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=31
num_cat=0
split_feature=37 15 138 23 51 52 68 124 20 15 10 58 118 100 19 86 85 86 94 128 24 50 138 12 96 78 36 98 133 40
split_gain=0.0637764 0.18124 0.284088 0.281874 0.4043 0.327291 0.280532 0.214287 0.213832 0.365651 0.325968 0.346118 0.279646 0.404236 0.377835 0.241636 0.297137 0.407854 0.342764 0.210659 0.255254 0.254379 0.333153 0.262678 0.19483 0.415417 0.26265 0.232623 0.192405 0.167663
threshold=0.00017767510871635753 0.0022975050378590827 0.035692447796463973 0.0025217677466571335 0.0068083447404205808 0.0015349716995842757 0.00017767510871635753 0.000490355829242617 0.00017767510871635753 0.011169348377734424 0.00068727668258361529 0.00077738583786413084 0.00047558375808876013 0.0092791137285530585 0.00017767510871635753 0.0019071503775194289 0.00060774214216507982 0.00080172589514404546 0.00093549740267917525 0.00017767510871635753 0.00087947337306104611 0.05109804309904576 0.00039601318712811922 0.0019071503775194289 0.00017767510871635753 0.0042751494329422721 0.00047558375808876013 0.0013986918493174019 0.0048403022810816774 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 19 -6 -3 24 15 10 -10 -12 14 -14 -11 16 17 -8 -18 20 -5 22 -21 -24 26 29 27 -1 -22 -26
right_child=-2 2 -4 4 5 -7 8 -9 9 12 11 -13 13 -15 -16 -17 18 -19 -20 21 28 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016893795322958371 -0.00011928321418555605 0.0035594079299841974 0.0039464826702056413 -0.0068150931525652082 -0.0019745420339106578 0.0033162419134741385 2.1957576834206265e-05 -0.00046831223381241233 0.0046272304657151535 0.0025072660993686749 -0.0031853305745401465 0.00066722181235392031 -0.0041210614512477923 0.0010639955727967535 -0.0011766208655788583 -0.0023538930122244395 0.0032759654273605758 0.0037312648605378781 0.00060550103021403227 -0.004517324791277851 -0.00071220091172411338 0.001793845067659208 0.0027057127371571382 -0.0018104943252236745 -0.0045888120786012083 0.0030924176110301272 -0.00050894556919864656 0.0066669516465661981 -0.0050353885716628681 1.7691837811176061e-05
leaf_weight=46.344978332519531 5158.833174943924 63.727102756500244 53.614267826080322 39.970062017440796 46.711951971054077 78.105255842208862 1160.9386031627655 356.24530911445618 45.611031055450439 86.796318054199219 65.561970949172974 526.32863473892212 140.66325545310974 51.298121929168701 351.38240814208984 68.565942287445068 204.50466227531433 79.160054922103882 291.34710216522217 77.830525875091553 75.995657682418823 60.516583681106567 45.08363151550293 112.6408965587616 40.337035655975342 63.727102756500244 42.974033355712891 47.560203313827515 38.915262937545776 38.708715200424194
leaf_count=23 2640 27 24 24 26 33 493 230 17 35 42 266 77 21 169 40 89 31 135 52 37 22 18 71 27 27 22 17 26 19
internal_value=0 0.000139818 0.00033758 -0.000380756 -0.0011822 0.0013362 0.000275879 0.000344909 0.000207767 -0.000289931 0.000554342 0.000240486 -0.00114407 -0.00273545 -0.000446901 0.000557392 0.000672381 0.000258736 0.00170688 -0.00187926 -0.00337341 -0.00109764 -0.0018405 -0.000519592 0.00138086 8.86483e-05 0.00272872 0.00421037 -0.00217627 -0.00233301
internal_weight=0 4401.17 3189.5 1211.67 575.77 124.817 3135.89 635.897 3072.16 1267.64 637.502 591.891 630.14 191.961 438.179 1804.52 1735.95 1240.1 495.852 450.953 154.881 296.072 235.555 157.725 279.652 142.773 136.879 93.9052 114.911 79.0458
internal_count=4780 2140 1466 674 309 59 1442 365 1415 627 325 308 302 98 204 788 748 524 224 250 87 163 141 89 135 73 62 40 63 46
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=31
num_cat=0
split_feature=45 84 40 93 102 108 118 44 47 131 68 113 53 126 143 98 66 142 75 47 108 126 76 52 108 148 25 86 68 18
split_gain=0.0669258 0.197482 0.280136 0.374752 0.244083 0.234238 0.229897 0.233491 0.455447 0.266141 0.248317 0.219776 0.215908 0.20389 0.188994 0.224872 0.178031 0.171797 0.181433 0.151815 0.261997 0.13848 0.38591 0.250339 0.236837 0.223717 0.21838 0.236553 0.33207 0.305066
threshold=0.017188700847327713 0.00044738779251929378 0.00047558375808876013 0.016668972559273246 0.0025217677466571335 0.0026833302108570938 0.0054799309000372895 0.011519505176693203 0.029773407615721229 0.0063990866765379914 0.011169348377734424 0.0044099434744566688 0.12945349514484408 0.0016846025246195497 0.016668972559273246 0.0019672545604407792 0.00057154725072905432 0.0062037324532866487 0.00093549740267917525 0.057509137317538268 0.0087224207818508166 0.00099512818269431613 0.0011615398107096555 0.0015349716995842757 0.0098710241727530974 0.0020292587578296666 0.0017376682371832433 0.0019071503775194289 0.0058306583669036635 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 4 12 -3 7 9 13 10 -7 -12 -2 -9 15 -4 -11 18 -17 21 -21 22 -1 -24 -25 -23 -27 28 -28 -30
right_child=1 5 14 -5 -6 6 -8 8 -10 16 11 -13 -14 -15 -16 17 -18 -19 -20 20 -22 25 23 24 -26 26 27 -29 29 -31
leaf_value=-3.2469872160665076e-05 -0.0054110533108670594 -0.0035228637555830113 0.0037172511521076099 0.0034821380775668237 0.00056324749613889679 -0.0025945859958376102 -0.0031585513966026013 -0.0024818522398485296 -0.0050739405040960139 0.0041602809205684493 0.0014963562090849983 -0.0010263529439760873 -0.00057335280535703633 0.0018048216034496451 -0.00090479899828925189 0.0019193468116408274 0.00085386055934931482 0.0034669088470160032 -0.00190620372047585 -0.00018007721065137609 -0.0046739710615698411 0.0010233283809671495 -0.00050393993124019576 0.0037847794817035679 0.00065169498403973042 -0.0017257273308852747 -0.0013894404668909517 -0.0023133540031572961 0.00053706652541970872 0.004833795644505097
leaf_weight=6547.5321440696716 51.344243764877319 49.028097867965698 148.89510035514832 48.087602853775024 77.210882663726807 72.624712705612183 52.926442384719849 41.919234275817871 56.136961460113525 78.265681743621826 242.59373426437378 134.03566956520081 41.873112440109253 82.003600358963013 54.141667366027832 63.887528657913208 84.847145795822144 52.88032054901123 60.19573187828064 99.431846618652344 48.133724689483643 181.59587287902832 94.84567666053772 148.57424855232239 101.54144477844238 416.87619686126709 136.07708549499512 95.419198036193848 138.14056181907654 58.934385061264038
leaf_count=3359 32 29 54 16 31 36 29 24 34 29 87 60 13 33 23 23 35 18 30 48 27 77 53 62 44 237 82 63 67 25
internal_value=0 0.000307526 0.0010105 -0.000415979 -0.00151586 -0.000162905 3.19636e-05 0.000245059 -0.00133773 0.000710461 8.23758e-05 0.000598569 -0.00323796 0.000354773 0.00183079 0.00228531 0.00244037 0.00108049 6.34815e-05 -5.69107e-05 -0.00164592 -2.73026e-05 5.3406e-05 0.00168337 0.00251282 -0.000568938 -0.000910946 -0.000118398 0.000510267 0.00182198
internal_weight=0 1492.9 598.516 218.516 170.428 894.381 845.353 792.427 180.06 612.367 449.254 376.629 93.2174 123.923 380 325.859 163.113 176.964 124.083 8067.1 147.566 7919.54 6892.49 344.961 250.116 1027.04 845.447 428.571 333.152 197.075
internal_count=4780 636 240 92 76 396 367 338 91 247 183 147 45 57 148 125 64 71 53 4144 75 4069 3518 159 106 551 474 237 174 92
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=31
num_cat=0
split_feature=68 107 95 10 122 93 108 42 92 68 148 7 43 108 53 101 116 144 10 12 61 137 92 128 116 15 107 34 124 99
split_gain=0.0642334 0.209705 0.24656 0.244546 0.274033 0.325974 0.345775 0.315952 0.223117 0.206844 0.310617 0.197167 0.360145 0.154431 0.283827 0.18645 0.168344 0.142368 0.380088 0.266728 0.47134 0.333125 0.294722 0.334986 0.317068 0.284069 0.250811 0.24325 0.436526 0.242953
threshold=0.00064626874518580746 0.0079489401541650313 0.072653736919164671 0.0026833302108570938 0.00040826165059115743 0.030689206905663017 0.0098710241727530974 0.00017767510871635753 0.037906534969806678 0.00082683752407319855 0.00087947337306104611 0.0026012937305495147 0.0014881226234138014 0.00017767510871635753 0.0014881226234138014 0.00075379351619631063 0.0016846025246195497 0.00017767510871635753 0.00017767510871635753 0.00087947337306104611 0.0048403022810816774 0.00037263428384903824 0.011169348377734424 0.0012745757703669371 0.0049928687512874612 0.012636432424187662 0.0068083447404205808 0.00055427959887310873 0.0005893622583243997 0.057509137317538268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -6 10 -2 12 -12 14 16 -16 -11 19 -19 22 21 25 29 24 -24 -21 -22 28 -20 -15
right_child=9 -3 -4 -5 8 -7 -8 -9 -10 13 11 -13 -14 17 15 -17 -18 18 27 20 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00012330896166417752 0.001711094809572732 0.002914723749964581 -0.0038790205878337994 -0.0014557846055142229 -0.00039677289425013866 -0.0024879971684433921 0.004208522028178785 0.0022539159711703646 -0.0049535670888188306 -0.001172467227701487 -0.0050260594089219625 0.00026759931964537596 -0.00022193419852024649 0.00013797008346765662 -0.0016332008809768128 -0.0058383170413439786 0.00259073328733225 -0.0045259012403368474 0.0057030627496939563 0.003918392232033426 -0.0032599407905562409 -5.468410488161131e-05 -0.0032979487083414716 0.0023747517293937273 -4.614917389302183e-05 0.00093499475225094586 0.00055631525158948301 -0.00018509811590604656 0.00043969418057926944 0.0023074171024483367
leaf_weight=514.35887122154236 63.199703216552734 73.312538146972656 36.599117040634155 175.31320023536682 172.83662843704224 65.355423212051392 84.68671989440918 262.95776963233948 31.806399345397949 67.511143207550049 99.684516191482544 57.031334638595581 64.09407639503479 1812.8404533863068 85.948066711425781 38.020889759063721 53.086868286132812 48.867671966552734 47.560203313827515 219.04324126243591 73.198234081268311 140.82368135452271 174.90010476112366 53.774693727493286 131.19212412834167 125.50503325462341 104.54541611671448 4313.5942964553833 229.40874576568604 138.94269132614136
leaf_count=285 28 31 23 100 101 35 39 126 21 42 66 36 30 787 44 24 25 33 17 91 46 73 86 20 58 54 42 2258 112 47
internal_value=0 0.000310662 0.000168606 0.000281922 0.000551041 0.000916486 0.00117461 0.00084407 -0.00110501 -5.40698e-05 -0.00137968 -0.00226432 -0.00314598 -6.16327e-06 -0.00124289 -0.0029229 0.000484082 3.35601e-05 -0.000139565 0.000303565 0.00118755 0.00199423 4.99868e-05 -0.00126481 -0.00190422 0.00283166 -0.00101529 -9.28709e-05 0.0013435 0.000292408
internal_weight=0 1417.23 1343.91 1307.32 1132 927.359 862.003 777.317 204.643 8142.77 284.01 220.81 163.779 7858.76 244.567 123.969 120.598 7614.2 4639.43 2974.77 663.116 485.372 2311.65 359.867 306.092 344.548 177.744 4590.56 276.969 1951.78
internal_count=4780 761 730 707 607 485 450 411 122 4019 160 132 96 3859 135 68 67 3724 2420 1304 306 218 998 164 144 145 88 2387 129 834
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=31
num_cat=0
split_feature=111 23 73 32 42 128 82 71 75 36 88 12 10 113 87 60 65 97 112 24 71 44 11 5 35 52 69 128 128 74
split_gain=0.0675684 0.196186 0.234807 0.203521 0.262502 0.19113 0.136818 0.192869 0.18917 0.111562 0.124302 0.267155 0.244446 0.373816 0.259465 0.205388 0.193788 0.18766 0.237584 0.256155 0.211237 0.381946 0.282283 0.180712 0.171715 0.395985 0.211907 0.179685 0.250661 0.1516
threshold=0.00047558375808876013 0.020035739988088611 0.0027679565828293566 0.0032328735105693345 0.001792412775103003 0.00080172589514404546 0.001792412775103003 0.010829726699739696 0.0054799309000372895 0.0048403022810816774 0.023343417793512348 0.015200819820165636 0.0051502294372767219 0.0016846025246195497 0.00038414125447161501 0.0025217677466571335 0.00060774214216507982 0.00064626874518580746 0.0019071503775194289 0.0010263677686452868 0.017724351026117805 0.0033348383149132137 0.0012357163941487672 0.00017767510871635753 0.016164712607860569 0.002945306478068233 0.00039601318712811922 0.012636432424187662 0.0026012937305495147 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -2 7 -4 -8 10 11 17 29 14 -14 -12 -17 24 20 -20 21 -19 -22 -21 27 26 -26 28 -1 -13
right_child=1 -3 6 4 -6 -7 8 -9 -10 -11 15 12 13 -15 -16 16 -18 18 19 23 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.5869153350680641e-05 0.0012391384172373131 -0.0026820108050599483 -0.00018182943559288571 0.0022502341496170252 -0.0031263247514327313 0.0050821100044723504 0.0028352155646223626 -0.0042299974374355375 -0.00037086672846422543 -0.00065707357314198731 -0.0013960814627020494 0.0017511231233551421 0.0057422812751679311 -0.0015289166893235398 0.0014527829433350066 0.0035406108472522142 -0.0012574498752635122 -0.0014620755336749562 -0.002460959039841976 -0.00098770154388929938 9.145773192310554e-05 0.00067078532413764015 -0.0026522163165527261 0.0023937929696440244 -0.0013419617187379988 0.0039472467730239519 0.002349914760410896 -0.0025813906041881381 0.001110734308176118 -0.0015553963410798776
leaf_weight=4994.6134233474731 60.883557319641113 46.711951971054077 256.92776656150818 61.250530958175659 36.071717500686646 69.04721999168396 84.68671989440918 33.228172063827515 100.73931527137756 673.75784158706665 329.55247926712036 61.617504596710205 80.581827640533447 41.391834735870361 62.672303676605225 46.344978332519531 38.54828929901123 395.59572792053223 47.606325149536133 51.871643304824829 142.93327951431274 447.16857981681824 272.42890095710754 165.79594707489014 112.80132246017456 95.326954364776611 59.301358699798584 63.406250953674316 547.88383364677429 79.252298593521118
leaf_count=2312 25 26 167 28 24 28 39 22 64 393 203 31 32 25 29 23 23 233 28 31 69 235 145 70 67 41 28 35 251 53
internal_value=0 0.000455735 0.000664277 0.00198635 0.000257455 0.00328135 3.25331e-05 -0.000645419 0.0010934 -3.87716e-05 1.24268e-05 5.77006e-05 0.00145959 0.00265637 0.00386567 -0.000831146 0.00136191 -3.99374e-06 -0.0004985 0.000861337 -0.000785219 -0.000330385 -0.00170807 0.00158796 0.000124269 0.00136207 -6.98532e-05 6.522e-05 9.54972e-05 -0.0001091
internal_weight=0 749.547 702.835 227.253 97.3222 129.931 475.582 290.156 185.426 8810.45 8136.7 7722.25 325.516 184.646 143.254 414.446 84.8933 7396.73 1523.4 265.274 1258.13 842.764 415.362 217.668 5873.33 267.43 172.103 5605.9 5542.5 140.87
internal_count=4780 423 397 105 52 53 292 189 103 4357 3964 3715 170 86 61 249 46 3545 811 129 682 468 214 101 2734 136 95 2598 2563 84
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=31
num_cat=0
split_feature=93 35 44 60 140 59 44 93 15 27 71 123 99 51 109 33 39 92 81 140 36 129 141 121 91 141 52 115 52 70
split_gain=0.0658054 0.193969 0.209153 0.220639 0.269242 0.207593 0.370478 0.233151 0.209161 0.199226 0.300328 0.199266 0.193511 0.187023 0.182739 0.262276 0.268396 0.255499 0.291713 0.252665 0.178509 0.216715 0.346718 0.251168 0.243454 0.240872 0.281219 0.197305 0.209854 0.331092
threshold=0.00096484774257987748 0.016164712607860569 0.00017767510871635753 0.00017767510871635753 0.039062514901161201 0.00017767510871635753 0.0084566329605877417 0.0038949446752667431 0.00087947337306104611 0.0053125319536775359 0.015200819820165636 0.0010263677686452868 0.0046923852059990176 0.0022975050378590827 0.010500331409275534 0.011519505176693203 0.00064626874518580746 0.4073652476072312 0.020658296532928947 0.002945306478068233 0.00068727668258361529 0.0044099434744566688 0.010829726699739696 0.0025217677466571335 0.0011261500185355546 0.0018488886416889729 0.00047558375808876013 0.013032016810029747 0.0079489401541650313 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 4 12 6 7 -4 -7 10 11 -3 -2 -11 17 19 -17 18 -10 -16 21 27 23 24 25 26 -23 28 -1 -30
right_child=1 9 5 -5 -6 8 -8 -9 14 13 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.1760384866634753e-05 -0.0029723123699886781 -0.0010101042586437535 -0.00032074285564405794 -0.0040300865420256652 0.0018104877486422783 -0.0021233195375825699 -0.0023589876626802751 0.0033415961781888427 -5.0682723558437422e-05 0.0020795886537811115 0.0037922810462471188 0.0030709491769244607 0.0012440294546553973 -0.0022034843039294857 0.0015897450143400927 0.0030019982228845325 -0.00011132606293779895 0.0035022077645548745 0.0030358180671733767 -0.0011881811416780831 -0.00026433022126637963 -0.00046686338548291374 0.004962930348704965 0.0044818802094501236 -0.0011645801456287852 -0.0014343735010052146 0.0038807415553408428 -0.0016478426700546611 0.00025455611583423507 0.002628658552870151
leaf_weight=1586.6442277431488 112.80132246017456 95.740049839019775 62.511877775192261 67.144169569015503 69.735045433044434 138.5536572933197 56.136961460113525 142.5663058757782 2159.5705103874207 38.708715200424194 106.49458837509155 43.5014328956604 35.865169763565063 74.620006799697876 88.791612148284912 82.691425800323486 425.10804176330566 55.196466445922852 79.366602659225464 1047.7261862754822 1726.645720243454 56.136961460113525 58.567411422729492 42.607059717178345 145.13512134552002 53.820815563201904 110.23250699043274 138.02625775337219 438.56776022911072 220.78586578369141
leaf_count=765 67 55 33 39 23 81 34 66 1072 19 42 21 17 47 46 28 214 21 38 497 980 34 22 19 87 31 46 82 170 84
internal_value=0 -0.000125728 -0.000212661 -0.00152342 -0.000752783 -0.000126386 0.00124006 0.00222524 -0.000213935 0.000993734 0.00179355 0.000264887 -0.00195514 -0.000740552 -0.000146763 -0.000549054 0.000395656 0.000141578 5.87286e-05 -0.000971153 0.000136871 0.00037989 0.00136545 0.000848951 0.000425251 0.00147316 0.00241376 0.000187039 0.0002998 0.00104953
internal_weight=0 4982.83 4623.77 285.546 218.402 4338.22 261.215 205.078 4077 359.065 245.736 139.241 148.666 113.329 3938.45 1644.32 507.799 2294.13 2238.94 1136.52 4577.17 2850.52 466.5 407.932 365.325 220.19 166.369 2384.02 2246 659.354
internal_count=4780 2460 2276 146 107 2130 133 99 1997 184 118 76 84 66 1916 785 242 1131 1110 543 2320 1340 239 217 198 111 80 1101 1019 254
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=31
num_cat=0
split_feature=141 59 98 69 17 124 7 94 61 121 80 53 9 28 140 87 85 39 8 43 34 59 103 19 116 53 35 78 35 144
split_gain=0.0640505 0.296489 0.481848 0.508029 0.358729 0.327222 0.318944 0.31036 0.40526 0.297918 0.344285 0.411226 0.294643 0.324787 0.261841 0.221981 0.216709 0.190909 0.196515 0.185203 0.142831 0.164187 0.128735 0.153752 0.162393 0.168106 0.110087 0.372962 0.376915 0.270391
threshold=0.00046126570669002836 0.0044099434744566688 0.00017767510871635753 0.00747153488919139 0.0025217677466571335 0.0018488886416889729 0.0010918468469753864 0.0012745757703669371 0.0084566329605877417 0.002945306478068233 0.0019672545604407792 0.030689206905663017 0.00057154725072905432 0.0015833032084628942 0.0012357163941487672 0.00080172589514404546 0.00060774214216507982 0.00093549740267917525 0.00068727668258361529 0.00064626874518580746 0.00899649551138282 0.00064626874518580746 0.0049928687512874612 0.034632634371519096 0.0030382014811038975 0.0056525857653468856 0.002945306478068233 0.0019071503775194289 0.0081988852471113222 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 15 -3 -6 8 9 10 11 14 13 17 -1 16 -4 18 -9 -14 21 -11 26 24 25 -24 -2 28 -28 -29
right_child=22 2 3 -5 6 -7 -8 12 -10 20 -12 -13 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-1.115927550589047e-05 0.00026842582798676377 0.0047631305208191282 0.00028135082270695858 0.0012102692980446451 -0.009090049012400802 -0.0010288914243090478 -0.0027080928831869125 0.001624346159503463 0.0022673905296956834 0.0031386560661246067 0.0019485035685299782 -0.0073349836449999751 0.00087868915927913176 -0.00098405553402752528 -0.0032852899559023424 -0.0052367223347694085 -0.004132568971017758 0.00019808187201180244 0.0052427457358455555 -0.0033999668658499268 -0.0019477726161669037 -0.0004326053447584455 -0.0014269007519906703 0.0017893909663464404 9.7149290687465487e-05 -0.0050772659576953484 -0.0026169337893907079 -0.00029175052345632122 0.00068541870305580902 0.00065491082577676368
leaf_weight=107.48120522499084 4220.8060929775238 45.611031055450439 88.745490312576294 77.577856302261353 43.341006994247437 52.399042844772339 35.7047438621521 58.934385061264038 107.38896155357361 66.570648193359375 47.927176952362061 39.970062017440796 58.773959159851074 62.191025972366333 141.39720273017883 43.341006994247437 40.497461557388306 43.5014328956604 103.28406929969788 44.395806074142456 41.919234275817871 62.305330038070679 132.49959278106689 45.978004693984985 119.70363831520081 41.391834735870361 268.78322601318359 1966.6245172023773 127.33990144729614 1223.6149089336395
leaf_count=66 1935 17 35 34 25 30 21 25 44 29 20 24 29 41 83 25 23 21 37 23 24 26 74 20 65 25 163 1035 69 692
internal_value=0 -0.00031073 -0.00141097 -0.00232719 -0.00341779 0.00166655 -0.00620734 0.000165965 -0.00052311 -0.00111351 -0.00197616 -0.00262736 0.00130791 0.00218222 -0.00187132 -0.00214015 -0.00110172 0.00313941 0.00392817 -0.000962494 0.000587485 0.00141212 5.3904e-05 -0.000899127 -0.00132016 -0.00229581 9.53561e-05 -0.00010833 -0.00155534 7.1341e-05
internal_weight=0 1413.26 427.218 329.208 251.63 98.0101 79.0458 986.04 614.96 507.571 336.776 288.848 371.081 267.911 248.878 172.584 129.243 205.72 162.218 103.17 170.795 128.876 8146.74 339.573 293.595 173.891 7807.17 3586.36 396.123 3190.24
internal_count=4780 702 210 163 129 47 46 492 316 272 193 173 176 124 149 83 58 83 62 52 79 55 4078 184 164 99 3894 1959 232 1727
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=31
num_cat=0
split_feature=112 76 50 142 118 11 63 127 134 9 128 4 115 4 23 1 91 131 91 40 14 63 146 72 19 138 93 68 136 49
split_gain=0.0638601 0.336891 0.35284 0.316509 0.204015 0.172582 0.169974 0.16951 0.312569 0.160628 0.14292 0.15823 0.133248 0.158364 0.195411 0.0965627 0.0729984 0.226929 0.406668 0.379536 0.341585 0.32315 0.352236 0.293038 0.262918 0.262615 0.244338 0.248427 0.224463 0.220906
threshold=0.0048403022810816774 0.0003614811430452392 0.12767273932695392 0.00073092587990686308 0.00085274505545385193 0.0026012937305495147 0.00099512818269431613 0.00039601318712811922 0.00077738583786413084 0.00096484774257987748 0.00080172589514404546 0.0013986918493174019 0.0016846025246195497 0.0041444667149335155 0.013860232196748258 0.00046126570669002836 0.0016331639490090313 0.0027679565828293566 0.0042751494329422721 0.0031340263085439806 0.0034400182776153092 0.00244467705488205 0.0010263677686452868 0.001792412775103003 0.086341444402933135 0.0017376682371832433 0.00040826165059115743 0.024810968898236755 0.0031340263085439806 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 -2 12 10 -7 -6 -9 -8 11 15 13 14 -3 -5 -1 18 19 20 21 22 -18 -23 25 26 29 28 -28 -19
right_child=1 4 -4 5 7 6 9 8 -10 -11 -12 -13 -14 -15 -16 -17 17 24 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.7958724299013223e-05 0.0021970156831398573 -0.00031286927031341766 -0.0061436662223622275 -0.0040510564718583093 0.0013670941789852241 0.0022484689379358809 -0.0030556381328705759 -0.0052029491753250168 0.00078747228652897177 0.00058523269109598522 -0.00064157060229192721 -0.0062730383383472095 0.0032641877304343593 -0.0018361473144081937 0.0030975837741264367 -0.00046003567007339821 -8.9916085318762293e-05 -0.0036464737546925644 -0.00025581201029763548 0.00026867192592418943 -0.00061953717011776956 -0.0011174597775047948 0.0041832880635770554 0.0024727218986816762 0.0023902829510343265 0.00050698491744564824 -0.000606556462243444 0.0024361786503272458 -0.0043316126368094805 0.00036614550644663377
leaf_weight=4865.5348994731903 66.410222291946411 80.788375377655029 35.7047438621521 39.809636116027832 48.821550130844116 43.661858797073364 66.089370489120483 45.129753351211548 42.079660177230835 55.930413722991943 56.824786901473999 39.442662477493286 69.57461953163147 46.505404233932495 87.484143495559692 35.337770223617554 58.773959159851074 136.44405913352966 1062.6096785068512 759.6357250213623 112.22780108451843 97.115700721740723 268.66692090034485 137.0396409034729 83.792346715927124 425.72768497467041 541.00557923316956 62.305330038070679 43.707980632781982 45.817578792572021
leaf_count=2420 33 39 21 28 22 17 41 29 20 27 29 25 27 19 30 18 29 85 539 378 57 45 93 58 37 235 301 26 28 24
internal_value=0 -0.00041113 -0.00137953 -0.000957968 0.000600641 -0.00157952 -0.000428778 -0.000991889 -0.00231249 -0.00138677 -0.00269177 -0.00370846 0.00136249 0.000746457 0.00146021 -0.00236239 4.06194e-05 0.000203754 0.000485443 0.00103493 0.00189877 0.00240202 0.00341627 0.000983698 -0.000321428 -0.000502479 -0.00102071 -0.000565191 -0.000885009 -0.00263777
internal_weight=0 859.595 439.211 403.507 420.384 337.096 165.682 136.031 87.2094 122.02 171.415 114.59 284.353 214.778 168.273 75.1474 8700.4 3834.87 2496.07 1433.46 673.824 561.596 327.441 234.155 1338.8 1255.01 829.281 647.019 584.714 182.262
internal_count=4780 425 239 218 186 185 85 71 49 68 100 71 115 88 69 46 4355 1935 1199 660 282 225 122 103 736 699 464 355 329 109
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=31
num_cat=0
split_feature=120 52 78 112 142 80 150 128 145 11 104 76 106 141 46 0 141 51 108 30 68 71 117 45 61 24 143 142 71 52
split_gain=0.0621433 0.119627 0.152901 0.130568 0.076827 0.176799 0.164522 0.249263 0.270115 0.205481 0.16548 0.257442 0.188966 0.172295 0.316214 0.271116 0.139252 0.296421 0.41565 0.40401 0.343848 0.304863 0.261792 0.254588 0.212488 0.209981 0.199466 0.191242 0.222649 0.222434
threshold=0.0025217677466571335 0.0060143163427710542 0.0068083447404205808 0.0033348383149132137 0.00052132029668428015 0.00062670491752214741 0.00068727668258361529 0.0016846025246195497 0.0026833302108570938 0.0010263677686452868 0.0070226341485977182 0.00044738779251929378 0.032603342086076743 0.0020932231564074759 0.00087947337306104611 0.00087947337306104611 0.00046126570669002836 0.00080172589514404546 0.0034400182776153092 0.0014881226234138014 0.019431582652032379 0.072653736919164671 0.014293605927377941 0.00082683752407319855 0.0014881226234138014 0.0010263677686452868 0.001792412775103003 0.0028552538715302949 0.0048403022810816774 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 9 -1 13 -12 -13 15 -15 -8 17 -6 19 21 22 23 25 -19 -21 -20 27 28 29 -18
right_child=1 -3 -4 -5 16 -7 10 -9 -10 -11 11 12 -14 14 -16 -17 26 18 20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015664588951792944 -0.0036704108258686628 0.0022453336664116242 0.0020314389725805469 0.00043086923245987227 0.00041963391178655358 0.0024897692696002997 0.0011849364452426337 0.00045776015278525166 -0.0050912943641512843 -0.0040340509671791059 0.0042551747287476504 -0.0012517166372577361 0.0025616820782598743 0.0041094756558114924 -0.00035651270287944743 -0.0031258146311962626 0.0016773215349856563 -0.00032207553670927702 0.0016102544677507212 0.0021879482895189113 -0.0029389127159665522 -0.0078949353091583522 0.0026526442709120649 -0.0045943754843045005 -0.0026094014019993287 -0.0024635033876266818 9.6782195753385164e-05 -0.0036631453558769993 -0.0010972351304671473 -0.0021242805603793225
leaf_weight=126.81250190734863 37.126516580581665 88.905916213989258 49.348949670791626 40.65788745880127 406.00535321235657 90.167263031005859 66.937621831893921 309.48723530769348 47.445899248123169 38.020889759063721 74.734310865402222 67.878116846084595 62.305330038070679 59.828758239746094 117.4336142539978 80.146671772003174 167.83736300468445 55.563440084457397 56.457813262939453 50.082896947860718 79.366602659225464 40.497461557388306 109.86553335189819 93.630451679229736 42.813607454299927 71.936887264251709 6403.9070370197296 52.399042844772339 522.47641205787659 49.922471046447754
leaf_count=70 22 31 21 19 180 36 32 193 32 24 32 45 26 27 73 55 92 24 26 27 38 23 43 59 26 41 3125 30 277 31
internal_value=0 0.000838373 -0.000145532 -0.00152667 -1.93838e-05 0.000364996 0.000182714 -0.000447334 -0.00176689 -0.000809991 0.000803835 0.00191613 0.000573362 0.0001011 0.00115083 -0.001164 -7.28602e-05 -0.000623802 -0.00132962 -0.00272458 -8.85399e-05 -0.0040476 0.000860945 -0.00300327 -2.30267e-05 -0.000672188 4.17246e-06 -0.000744046 -0.000537412 0.000805786
internal_weight=0 216.039 127.133 77.7844 9343.96 1141.2 1051.03 521.767 212.279 164.833 529.264 204.918 130.183 324.347 177.262 147.084 8202.76 1006.22 600.215 282.588 317.627 189.691 238.26 149.194 92.8965 128.395 7196.54 792.635 740.236 217.76
internal_count=4780 93 62 41 4687 645 609 319 126 94 290 103 71 187 100 87 4042 487 307 159 148 106 110 83 53 67 3555 430 400 123
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=31
num_cat=0
split_feature=8 75 35 79 36 60 86 73 100 147 87 79 63 116 79 3 80 8 150 79 52 20 29 92 72 11 29 4 34 65
split_gain=0.0614506 0.327483 0.236688 0.303351 0.283062 0.262791 0.22074 0.214174 0.201197 0.226403 0.298577 0.231239 0.179001 0.171111 0.203866 0.16521 0.145946 0.141875 0.357598 0.217347 0.243856 0.272694 0.319635 0.346041 0.255542 0.300654 0.268366 0.229436 0.203723 0.198131
threshold=0.0084566329605877417 0.00042089859198313212 0.00073092587990686308 0.0014881226234138014 0.00047558375808876013 0.0025217677466571335 0.0005375427135732026 0.00060774214216507982 0.0021592099219560628 0.0038949446752667431 0.00080172589514404546 0.0026012937305495147 0.00085274505545385193 0.0014427106943912806 0.0026012937305495147 0.00073092587990686308 0.0019672545604407792 0.0044099434744566688 0.00899649551138282 0.00017767510871635753 0.00017767510871635753 0.0011615398107096555 0.0036604277556762104 0.013860232196748258 0.0020932231564074759 0.0019071503775194289 0.018276390619575981 0.00060774214216507982 0.00899649551138282 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 6 7 4 5 -4 -2 -3 9 10 16 -11 -10 -14 -15 -13 -5 29 19 -19 -21 22 27 -24 25 -23 -26 -22 -20 -1
right_child=1 2 3 8 -6 -7 -8 -9 12 11 -12 15 13 14 -16 -17 -18 18 28 20 21 24 23 -25 26 -27 -28 -29 -30 -31
leaf_value=4.6601384750855266e-08 0.0018442239789830492 -0.00063763965669105544 -0.0025715257333968752 -0.0020770455998603684 -0.0043901255170671286 0.001844871215486553 -0.0016229585587356741 -0.0052021032115902588 0.0028358709958452247 0.0036864377941250347 -0.0045577999828091357 -0.0033116164775891925 -0.0025044369784618381 0.0024073708290918423 8.2794507790878224e-06 3.712664998239867e-05 0.0016309184112539869 -0.0011175615019183881 -0.0033656978174383964 -0.0025953127674072872 0.0016601514857375261 -0.00082230755451940911 0.0028545336653743804 -0.00044224219687968576 6.8987261027987306e-05 0.00406031256330902 -0.0036489218158660638 -0.0011964973399293155 -0.00034781020332040147 -0.0015035370317108211
leaf_weight=5590.9778959751129 256.12363600730896 52.559468746185303 79.573150396347046 63.773224592208862 83.517616748809814 58.406985521316528 55.930413722991943 50.2894446849823 69.781167268753052 36.919968843460083 79.779698133468628 44.602353811264038 54.71518874168396 106.33416247367859 529.47097158432007 211.38491773605347 45.450605154037476 145.40985131263733 79.940124034881592 47.973298788070679 139.76888227462769 52.559468746185303 464.36621689796448 96.060901641845703 374.22301530838013 78.793081283569336 55.769987821578979 141.39720273017883 186.11386060714722 228.03309488296509
leaf_count=2715 102 26 45 38 56 26 27 34 34 15 52 30 33 46 297 124 21 68 48 31 75 26 195 47 207 28 31 83 98 122
internal_value=0 -0.000256333 -0.000550971 -0.000388057 -0.00209268 -0.000702065 0.00122279 -0.0028695 -8.41073e-05 -0.000883376 -0.00223252 -1.28188e-05 0.000422502 0.000178617 0.000409511 -0.000546347 -0.000534075 6.26907e-05 0.000442525 0.000725376 0.000910074 0.00102994 0.00159926 0.00228944 0.000176399 0.00210658 -0.000413225 0.000223555 -0.00125458 -5.88752e-05
internal_weight=0 1878.61 1566.56 1463.71 221.498 137.98 312.054 102.849 1242.21 481.911 189.004 292.907 760.301 690.52 635.805 255.987 109.224 7681.39 1862.38 1596.32 1450.91 1402.94 841.593 560.427 561.346 131.353 429.993 281.166 266.054 5819.01
internal_count=4780 1006 877 817 127 71 129 60 690 280 111 169 410 376 343 154 59 3774 937 791 723 692 400 242 292 54 238 158 146 2837
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=31
num_cat=0
split_feature=53 140 145 83 122 78 116 22 142 123 46 109 85 77 19 74 60 118 76 32 106 1 140 118 125 104 140 95 93 92
split_gain=0.0630974 0.151632 0.117257 0.252835 0.307965 0.254263 0.210528 0.278089 0.261647 0.231473 0.213971 0.190279 0.185717 0.178535 0.155274 0.198087 0.389215 0.251803 0.28466 0.272222 0.172724 0.219011 0.210265 0.195597 0.719902 0.426929 0.458441 0.331246 0.366194 0.280571
threshold=0.12945349514484408 0.039062514901161201 0.0087224207818508166 0.045367386192083366 0.000490355829242617 0.048151826485991485 0.0010585968848317864 0.0011980500421486797 0.0056525857653468856 0.00047558375808876013 0.023343417793512348 0.02129978779703379 0.00068727668258361529 0.0030382014811038975 0.004017772153019906 0.00017767510871635753 0.0022272822679951791 0.010829726699739696 0.00040826165059115743 0.00099512818269431613 0.00064626874518580746 0.091400381177663817 0.02636832278221846 0.00075379351619631063 0.00075379351619631063 0.00046126570669002836 0.016164712607860569 0.00087947337306104611 0.00017767510871635753 0.17555952817201617
decision_type=2 2 2 2 2 2 2 2 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 5 -5 6 8 10 9 12 11 -8 -4 -11 20 -16 -17 18 19 -18 21 22 -1 25 -25 26 -22 28 -26 -29
right_child=1 -3 3 4 -6 -7 7 -9 -10 13 -12 -13 -14 -15 15 16 17 -19 -20 -21 23 -23 -24 24 27 -27 -28 29 -30 -31
leaf_value=-0.00030798010166996451 0.0027884298330666957 0.00016144254348337501 -0.00040857649251681782 -0.0028407592568779646 0.0016495217541086474 0.0032385224615839384 0.00045693974700643453 0.0024371202705730046 -0.0037962723043308772 -0.0043764084618457067 -0.0033587761995176341 -0.0016984508306251073 0.0029921774265699828 -0.00063936774632623677 -0.00037498932342956394 -0.00080381191059891775 0.0044775377062915419 0.004726997770136649 -0.00069608166670368594 0.00073387921556272782 0.0046633769786671364 0.0029023579994591191 -0.0032454431913873233 -0.0035608065271338072 0.0011688074746050434 0.00053556673594942652 -0.0010548966428621908 0.00068249795773008264 -0.0016946414938820075 0.0043537461491378821
leaf_weight=785.34393906593323 67.258473634719849 299.69325113296509 199.75806641578674 187.85648512840271 47.927176952362061 53.086868286132812 538.3445200920105 117.34137058258057 77.784404039382935 58.453107357025146 49.555497407913208 126.44552826881409 50.243322849273682 70.515114545822144 2812.0238215923309 292.26553678512573 82.897973537445068 55.563440084457397 133.55439186096191 117.22706651687622 130.45817685127258 48.98197603225708 66.043248653411865 127.70687508583069 171.00176024436951 1457.148606300354 47.927176952362061 910.68654537200928 321.70966839790344 55.196466445922852
leaf_count=466 24 97 98 91 20 25 258 51 41 37 28 67 23 40 1413 185 35 24 72 66 52 18 30 72 86 689 20 439 192 21
internal_value=0 0.000642942 -2.56638e-05 -0.000418045 -0.00192803 -0.000152653 -0.000292378 0.000181269 -0.00115482 -0.000612659 -0.000189287 4.69765e-05 0.00027488 -0.00233313 5.5603e-05 -0.00018964 0.000575145 0.00161054 0.0010916 0.00228462 0.000263444 -0.000348798 -0.000535843 0.00043454 3.89581e-05 0.000818215 0.00312704 0.000354135 -0.000700845 0.000892296
internal_weight=0 366.952 9193.05 1577.31 235.784 1341.53 1288.44 831.687 456.754 378.97 714.346 664.79 250.001 128.968 7615.74 3493.53 681.508 389.243 333.679 200.125 4122.2 900.369 851.387 3221.84 1586.3 1635.53 178.385 1458.59 492.711 965.883
internal_count=4780 121 4659 779 111 668 643 404 239 198 353 325 121 77 3880 1795 382 197 173 101 2085 514 496 1571 810 761 72 738 278 460
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=31
num_cat=0
split_feature=40 23 97 81 87 39 23 47 71 10 100 14 47 27 125 3 39 102 10 95 33 81 150 40 133 146 46 126 105 22
split_gain=0.0592453 0.317936 0.272878 0.281523 0.396482 0.367865 0.248468 0.301174 0.446732 0.289121 0.303395 0.241239 0.236702 0.227966 0.22338 0.251292 0.217142 0.209609 0.256204 0.202859 0.241152 0.200168 0.185912 0.184803 0.175202 0.251055 0.161767 0.402385 0.148616 0.146958
threshold=0.0056525857653468856 0.017724351026117805 0.00096484774257987748 0.0031340263085439806 0.00070876078098081063 0.0027679565828293566 0.00899649551138282 0.016164712607860569 0.10522961243987085 0.0058306583669036635 0.00070876078098081063 0.0013560238294303419 0.00747153488919139 0.0026012937305495147 0.00042089859198313212 0.0018488886416889729 0.0056525857653468856 0.0025217677466571335 0.007706565549597145 0.0049928687512874612 0.011519505176693203 0.0058306583669036635 0.00082683752407319855 0.011519505176693203 0.0025217677466571335 0.0041444667149335155 0.0016846025246195497 0.00068727668258361529 0.0028552538715302949 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 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 17 23 -6 14 8 9 10 11 -8 -12 -9 24 19 -11 18 -3 21 22 -16 -21 -5 -2 -26 27 -17 -23 -7
right_child=1 2 -4 4 5 29 7 13 -10 16 12 -13 -14 -15 15 26 -18 -19 -20 20 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.9057000166250746e-05 -0.00062085793017742309 0.0012651305587378569 -0.0034842391489328483 -0.0021873928770941207 -0.0070929676433089985 -7.126570037192959e-05 0.0042800708994718056 0.0010153332033491301 0.0040299925117729188 -0.0032515748976392729 0.00038934998569879471 0.00014851001274960478 -0.00339120713420715 0.0055088795063561943 -0.0022524790282840929 0.00018331347135542322 1.8053381438654122e-05 0.0026312177422462297 -0.0028750010070025815 -0.0024283900189930778 0.003534527003819626 -0.0028562843912962217 0.00042058069845387269 0.0012221312001892818 0.0049893070482271004 0.00023621147383058542 -4.473125901914015e-05 0.0068150072272780155 -8.7249620439924752e-06 -0.0037593291478003957
leaf_weight=6323.0946002006531 66.777195930480957 88.218090772628784 105.00463342666626 61.984478235244751 48.500698328018188 55.930413722991943 85.534971237182617 58.773959159851074 76.476935386657715 99.317542552947998 282.90870952606201 60.19573187828064 48.500698328018188 54.302093267440796 354.41044092178345 79.412724494934082 103.90371251106262 83.058399438858032 64.828023672103882 82.783669471740723 44.02883243560791 55.769987821578979 185.74688696861267 110.75990653038025 55.723865985870361 55.403014183044434 427.44824910163879 32.127251148223877 256.83552289009094 52.238616943359375
leaf_count=3038 36 36 67 34 30 27 30 29 25 63 151 30 30 19 215 49 58 31 36 50 20 31 95 45 20 28 265 13 145 34
internal_value=0 -0.000173967 -0.00114342 -0.000708786 -0.00165325 -0.00347471 7.93246e-05 0.00076636 0.000406756 -5.18279e-07 0.000672151 0.00257348 -0.000163922 0.00317325 -0.000272973 -0.000469353 -0.00157987 0.000608932 -0.000488567 -0.000946457 0.000104657 -0.001439 -0.000457711 -1.2809e-06 0.00140329 0.00261962 0.000397754 0.00209346 -0.00051674 -0.00185236
internal_weight=0 3236.91 670.523 565.519 329.414 156.67 2566.38 869.914 756.838 680.361 477.14 145.731 331.409 113.076 1696.47 1518.56 203.221 236.105 153.046 979.575 312.559 667.016 268.531 172.744 177.904 111.127 538.988 111.54 312.606 108.169
internal_count=4780 1742 340 273 170 91 1402 435 387 362 241 60 181 48 967 883 121 103 72 556 165 391 145 79 84 48 327 62 176 61
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=31
num_cat=0
split_feature=68 5 15 96 102 63 5 24 91 71 1 108 110 117 68 35 79 136 83 78 83 108 45 51 83 102 99 101 18 60
split_gain=0.0606547 0.310907 0.188984 0.377809 0.27262 0.241132 0.23929 0.243191 0.220003 0.301387 0.334372 0.207428 0.196113 0.180667 0.176976 0.28349 0.161992 0.173734 0.224988 0.142899 0.129111 0.127211 0.226381 0.158267 0.171778 0.140308 0.139126 0.218123 0.248323 0.239922
threshold=0.00064626874518580746 0.064669914543628707 0.00017767510871635753 0.00017767510871635753 0.00082683752407319855 0.0027679565828293566 0.014740333426743748 0.0013986918493174019 0.0035485138650983576 0.030689206905663017 0.0053125319536775359 0.0038949446752667431 0.0011261500185355546 0.014293605927377941 0.00082683752407319855 0.00057154725072905432 0.00082683752407319855 0.0020292587578296666 0.0038949446752667431 0.00017767510871635753 0.0063990866765379914 0.00017767510871635753 0.00082683752407319855 0.0058306583669036635 0.0092791137285530585 0.0028552538715302949 0.057509137317538268 0.0035485138650983576 0.0005893622583243997 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 7 20 9 10 -7 19 -9 -10 15 -2 -17 18 -18 -4 -5 22 23 24 -16 -24 -23 28 -28 -29
right_child=14 -3 3 5 -6 8 -8 12 13 -11 -12 -13 -14 -15 21 16 17 -19 -20 -21 -22 26 25 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00052754577485563346 0.0017288173180084196 -0.0040542821491278535 0.0044095080696554536 -0.001674170280171359 -0.00037100109390750111 0.0045059825144575117 0.0032065425753710639 0.00076215362153645696 -0.0020206827234304911 -0.0011801187464038202 -0.00050825632219847114 0.0065704924273449683 -0.0023350978532842301 0.0016590074922815477 0.000745988733223383 -0.0050150211890442244 -0.00062869166181963069 0.0018563285867656439 -0.0045738930473101774 0.00057550087581101047 -0.005252604569607161 -1.7638204845377497e-05 -0.0043866180657284107 0.0029817539493240206 -0.0037439277264809975 -0.00084553324150604063 0.0035431771949932648 -0.0026780254442812495 -0.00022640791303242275 0.0014465566740907028
leaf_weight=376.26443123817444 61.410956859588623 39.809636116027832 49.876349210739136 95.212650299072266 51.504669666290283 129.2429518699646 40.290913820266724 208.81610226631165 72.510408639907837 50.243322849273682 44.762779712677002 47.560203313827515 67.671569108963013 61.777930498123169 60.562705516815186 39.442662477493286 91.153879880905151 32.127251148223877 59.874880075454712 47.399777412414551 34.282971143722534 7284.5999908447266 61.457078695297241 38.341741561889648 32.861198425292969 51.344243764877319 118.35004782676697 65.14887547492981 69.253767728805542 76.843909025192261
leaf_count=229 24 28 20 56 28 58 16 103 51 23 26 17 38 27 33 25 60 13 38 21 20 3595 35 16 19 32 38 28 35 28
internal_value=0 0.000301884 0.000427784 0.000786827 0.00275334 0.000307078 -0.000468663 -0.000833401 0.00127265 0.0022311 0.00321608 0.00386438 4.08775e-06 -0.00032788 -5.2542e-05 -0.00127872 -0.00210844 -0.00148251 -0.00219275 0.00254131 -0.00262153 -8.22905e-06 -0.00113068 0.000276816 -0.000833308 -0.00277481 2.7824e-05 0.00103261 0.00215164 -0.000445877
internal_weight=0 1417.23 1377.42 1001.15 196.341 804.812 446.274 405.983 358.537 224.249 174.006 144.836 276.488 134.288 8142.77 284.01 222.599 183.156 151.029 97.2761 129.496 7858.76 244.567 131.766 93.4239 112.801 7614.2 329.597 187.604 141.993
internal_count=4780 761 733 504 86 418 233 217 185 107 84 58 141 78 4019 160 136 111 98 41 76 3859 135 68 52 67 3724 129 73 56
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=31
num_cat=0
split_feature=45 45 69 102 104 68 40 123 132 94 123 87 0 8 98 142 58 79 82 0 70 119 53 78 58 117 99 73 150 17
split_gain=0.0602902 0.217254 0.184268 0.228141 0.294607 0.200912 0.289684 0.2074 0.19722 0.234118 0.191236 0.186158 0.26471 0.247942 0.223121 0.201609 0.30783 0.221515 0.198795 0.176181 0.255636 0.279809 0.410712 0.265803 0.247422 0.330465 0.268495 0.253297 0.222255 0.2643
threshold=0.017188700847327713 0.0066005610860884198 0.0026012937305495147 0.00017767510871635753 0.0056525857653468856 0.0068083447404205808 0.0011980500421486797 0.00043393640953581786 0.00062670491752214741 0.0010918468469753864 0.0013986918493174019 0.00043393640953581786 0.0010918468469753864 0.00017767510871635753 0.010180860292166473 0.0062037324532866487 0.013860232196748258 0.020035739988088611 0.00017767510871635753 0.0015833032084628942 0.00046126570669002836 0.0005893622583243997 0.12945349514484408 0.000490355829242617 0.0070226341485977182 0.0063990866765379914 0.010500331409275534 0.0036604277556762104 0.0046923852059990176 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -4 9 -8 -9 13 -13 -5 18 17 -17 -14 -15 20 21 -2 -23 -22 25 27 -26 -21 -27 -30
right_child=19 2 5 11 -6 6 8 10 -10 -11 -12 12 15 14 -16 16 -18 -19 -20 24 23 22 -24 -25 26 28 -28 -29 29 -31
leaf_value=8.439173574731458e-05 0.0020070630244106045 -0.005781903063449687 -0.0021227811488736949 0.0034399758058957981 -0.00088484818818715763 0.0037359612215519195 -0.001376375796367831 0.0025054174207494763 -0.0014923819335610055 0.0024315265334727116 -0.0020642909446775422 -0.0041488085228072414 -0.0022057544083347535 0.0015999845608461378 0.0022331075931826612 0.00095672931931087355 -0.00348501435626329 0.0013033233842887515 -0.0017365357552593893 0.0031987028539862822 -0.0039044016223694711 -0.0040095521825260962 0.0018096848276325803 -0.00027237223506113435 -0.0011148326615698608 -0.0011188344526244661 0.0022713849314881483 -0.0002350852072872104 -0.00025237302330800274 0.0035193262897619346
leaf_weight=6280.1947522163391 144.10238265991211 52.399042844772339 147.97866678237915 51.825521469116211 74.206911325454712 72.578590869903564 59.66833233833313 62.672303676605225 107.80205702781677 124.77108597755432 36.071717500686646 66.777195930480957 283.48223090171814 57.879585981369019 69.04721999168396 223.83595895767212 47.239351511001587 53.453841924667358 195.21801829338074 239.22278928756714 88.264212608337402 63.933650493621826 57.673038244247437 117.34137058258057 280.17946815490723 169.53386569023132 74.00036358833313 69.253767728805542 107.75593519210815 81.636626720428467
leaf_count=3245 52 30 89 20 33 25 31 29 58 48 24 36 161 27 28 93 25 28 114 86 47 34 20 51 134 74 26 35 47 30
internal_value=0 -5.40158e-05 -0.000540457 -0.000906702 -0.00291162 0.000163453 0.000908741 -0.000938578 0.000206597 0.00119963 0.000836079 -0.000664669 -0.00116059 0.000230157 -0.000286228 -0.000832392 0.000182682 -0.00164905 -0.000973524 0.000291883 -0.000507797 0.000516532 -0.00124973 -0.00183156 0.000660821 0.00122767 -0.000407335 0.00242781 0.000196227 0.0013734
internal_weight=0 8067.1 1786.91 1175.36 126.606 611.543 364.82 246.723 292.241 184.439 98.744 1048.76 674.789 373.97 322.145 608.011 271.075 336.936 253.098 1492.9 471.315 265.709 121.607 205.606 1021.58 667.403 354.18 308.477 358.926 189.393
internal_count=4780 4144 899 595 63 304 162 142 137 79 53 532 343 189 169 307 118 189 141 636 204 106 54 98 432 272 160 121 151 77
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=31
num_cat=0
split_feature=110 106 21 84 12 124 146 104 71 28 83 143 24 21 86 22 106 79 96 44 58 10 106 107 59 83 138 117 29 140
split_gain=0.0538413 0.202273 0.359997 0.391269 0.253926 0.253527 0.309804 0.42376 0.239072 0.544877 0.331324 0.31902 0.342179 0.294709 0.349656 0.23576 0.2299 0.401327 0.385876 0.269798 0.35243 0.222909 0.196161 0.312501 0.580404 0.27627 0.432857 0.252512 0.380337 0.295406
threshold=0.00075379351619631063 0.0063990866765379914 0.00099512818269431613 0.00037263428384903824 0.012636432424187662 0.0026012937305495147 0.0021592099219560628 0.0049928687512874612 0.045367386192083366 0.002945306478068233 0.018276390619575981 0.001792412775103003 0.002945306478068233 0.0049928687512874612 0.00040826165059115743 0.00017767510871635753 0.0026012937305495147 0.00068727668258361529 0.0012357163941487672 0.00044738779251929378 0.004017772153019906 0.00050559637020342063 0.0035485138650983576 0.0045489775948226461 0.00017767510871635753 0.023343417793512348 0.00052132029668428015 0.019431582652032379 0.011519505176693203 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 6 7 -4 10 11 13 -10 21 -1 -15 -14 19 -18 -19 -12 -21 -13 25 24 -24 -2 -27 28 -26 -29
right_child=22 2 3 -5 -6 -7 -8 -9 9 -11 16 12 15 14 -16 -17 17 18 -20 20 -22 -23 23 -25 27 26 -28 29 -30 -31
leaf_value=5.1632755192184466e-05 -1.6113356729767575e-05 -0.0020926610117734568 0.003676648772085081 -0.00083628587633843311 0.0019991874006890743 -0.0013980007632626737 0.0027272330874634518 -0.0030512634525539772 -0.0002142871359887692 -0.0035154708769028539 -0.0025785286164813543 -0.0019554281801070338 0.0051176741905546068 0.0050288955877298295 -0.0010113511818468505 0.0014841628423123586 -0.0057429391282516947 0.0025614243174113286 -0.0026234806786722149 -0.00071251550769879765 0.0031469323503270038 0.001686958782077161 0.0062830970828172562 -1.2004815358203555e-05 0.00083545931183003986 -0.00041337624153663804 -0.0047143263672513036 -0.001141842502814515 -0.002315296153329312 0.0025882516406003937
leaf_weight=2052.5745849609375 1529.0874946117401 433.11127853393555 36.919968843460083 661.99262475967407 41.552260637283325 80.467523574829102 233.74224615097046 63.933650493621826 219.98373627662659 63.406250953674316 102.48193979263306 53.614267826080322 116.40087556838989 64.781901836395264 38.020889759063721 72.418164968490601 63.773224592208862 50.770722389221191 122.38675785064697 203.28943729400635 83.425373077392578 193.97873187065125 51.298121929168701 1718.2935681343079 465.44507741928101 189.75953555107117 84.572415828704834 65.355423212051392 120.59801149368286 282.56379628181458
leaf_count=1164 815 221 15 334 21 47 89 34 104 35 57 24 38 25 24 29 38 22 71 95 34 72 21 763 241 80 54 35 67 111
internal_value=0 -0.000112064 -0.000587258 -8.16817e-05 -0.00173446 0.00112185 0.00172785 -0.000588344 9.85343e-05 0.000910716 -0.000111643 0.00133827 0.00212088 0.000182478 0.00279495 0.00372411 -0.00112412 -0.00235208 -0.00110324 -0.000376585 0.000410468 0.000898229 0.000125641 0.000395052 0.00110496 -0.00027824 -0.00173929 0.000820548 0.000187086 0.00188757
internal_weight=0 5053.03 1551.72 1077.06 474.664 415.063 334.596 100.854 3501.31 719.802 2781.5 656.396 436.412 2155.38 102.803 188.819 626.127 236.931 173.157 389.197 286.715 247.593 4506.97 2703.55 985.26 1803.42 274.332 933.962 586.043 347.919
internal_count=4780 2593 761 519 242 185 138 49 1832 302 1530 267 163 1213 49 67 317 131 93 186 129 96 2187 1238 475 949 134 454 308 146
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=31
num_cat=0
split_feature=93 93 140 51 56 123 115 28 58 88 86 37 101 80 45 98 94 36 147 112 96 30 99 33 122 22 19 86 83 117
split_gain=0.0590861 0.261665 0.297296 0.319763 0.22716 0.223402 0.339255 0.330738 0.29168 0.370593 0.308877 0.277919 0.317894 0.312424 0.312064 0.249372 0.229179 0.210651 0.206189 0.238556 0.179101 0.166596 0.163419 0.161367 0.158088 0.318467 0.219988 0.129148 0.125147 0.121223
threshold=0.0023699469165876512 0.0033348383149132137 0.031632266007363803 0.0068083447404205808 0.0003614811430452392 0.0019672545604407792 0.0014427106943912806 0.0020292587578296666 0.021960759535431865 0.00064626874518580746 0.00044738779251929378 0.0063990866765379914 0.0060143163427710542 0.0012357163941487672 0.041476719081401832 0.0072436286136507997 0.0016846025246195497 0.0010918468469753864 0.0019071503775194289 0.00244467705488205 0.0012357163941487672 0.0051502294372767219 0.0046923852059990176 0.057509137317538268 0.00017767510871635753 0.00090704852482303988 0.00077738583786413084 0.00096484774257987748 0.0092791137285530585 0.066585760563611998
decision_type=2 2 2 2 2 2 2 2 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 17 -5 7 -7 11 9 18 -11 14 13 -13 24 -12 -16 20 19 -9 -2 27 -22 29 25 -3 -26 -8 -19 -1
right_child=1 5 -4 4 -6 6 21 8 -10 10 15 12 -14 -15 16 -17 -18 28 -20 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=6.6884504207304332e-05 -0.0064756095398322867 -0.00021616423094518368 0.0013903373416198762 0.0029466746426905616 -0.0018957282007045957 -0.0056564460222348883 0.0011835748985984454 0.0037946946512081459 -0.001952685288698616 -0.0025639118466961228 0.0023092642582092956 0.0029079940079278508 -0.0059579691053248673 -0.0030288434222459672 0.00043367752232814665 -0.001765908987568532 0.0042749582139195068 0.00067819290204362663 0.0053790412017910971 -0.00050763302547786803 -0.0018714965548597255 -0.0027546899775554726 -0.0057537507618875766 -0.0024655195836586694 -0.0024420759090375264 -0.0028643963285038387 0.00084775236406384701 -0.0018485490378936124 -0.0031982337021740775 0.00106118697144969
leaf_weight=5667.3665897846222 44.074954271316528 1234.3674464225769 85.374545335769653 49.876349210739136 47.078925609588623 39.442662477493286 111.12688016891479 81.109227180480957 63.406250953674316 64.828023672103882 164.25987029075623 36.392569303512573 41.758808374404907 56.664361000061035 86.796318054199219 48.661124229431152 70.262444972991943 56.824786901473999 73.47296404838562 53.453841924667358 109.06340384483337 65.92894458770752 36.071717500686646 60.929679155349731 56.297387361526489 125.02375555038452 521.81064701080322 51.344243764877319 32.861198425292969 324.06993508338928
leaf_count=2888 31 594 34 20 29 25 48 31 35 36 84 16 28 33 35 26 22 29 27 28 63 45 24 36 30 66 245 32 19 121
internal_value=0 -0.000163282 -0.00127315 -0.00187816 0.000595331 4.75211e-06 -0.00137433 0.00013769 0.00123678 0.00165307 0.000457877 -0.000133062 -0.00233352 -0.000707074 8.57015e-06 0.00137792 0.00215213 -0.00273805 0.00324878 0.00208564 -0.00368411 -0.000634847 -0.00283639 9.46298e-05 -0.000165192 -0.000459723 0.000527382 0.000225361 -0.000742141 0.000120665
internal_weight=0 3507.63 461.226 375.851 96.9553 3046.41 267.843 2778.57 549.191 485.785 277.749 2229.37 134.816 93.0569 2094.56 212.921 157.059 278.896 208.036 134.563 189.21 228.4 145.135 6052.37 1937.5 1359.39 578.108 162.471 89.686 5991.44
internal_count=4780 1735 249 215 49 1486 150 1336 267 232 146 1069 77 49 992 110 57 166 86 59 118 125 87 3045 935 660 275 80 48 3009
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=31
num_cat=0
split_feature=63 25 119 61 4 108 100 145 47 29 58 73 59 45 93 83 62 80 133 108 80 23 5 24 14 75 49 133 25 42
split_gain=0.0555732 0.186128 0.248558 0.186941 0.208597 0.206726 0.245143 0.215965 0.133433 0.130877 0.119871 0.0958779 0.0932257 0.0912017 0.237589 0.297129 0.316257 0.291619 0.277733 0.345617 0.290656 0.236007 0.232946 0.526759 0.303311 0.254526 0.230953 0.220307 0.210832 0.30982
threshold=0.0079489401541650313 0.0022975050378590827 0.00017767510871635753 0.0042751494329422721 0.0023699469165876512 0.0060143163427710542 0.00244467705488205 0.0010918468469753864 0.0032328735105693345 0.0017376682371832433 0.017188700847327713 0.00087947337306104611 0.0098710241727530974 0.0012357163941487672 0.00017767510871635753 0.010180860292166473 0.00017767510871635753 0.0025217677466571335 0.0022272822679951791 0.00093549740267917525 0.0062037324532866487 0.0014881226234138014 0.00057154725072905432 0.00087947337306104611 0.00017767510871635753 0.00077738583786413084 0.00040826165059115743 0.0037758676335215573 0.0020292587578296666 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 9 5 -5 6 8 -8 12 -2 -11 -4 -3 14 22 17 18 21 -17 -20 -21 -16 24 25 -1 -24 -19 -23 -26 -30
right_child=1 3 11 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 26 19 20 -22 27 23 -25 28 -27 -28 -29 29 -31
leaf_value=0.0024230832673329972 0.00041166547822983878 0.00071861707642418443 -0.00044918966733635134 -0.0030609136016580009 0.0010803463915186507 -0.0014435189444685931 0.0014542416842734125 0.0064385861664973789 0.0032650984715677784 -0.001678446895287061 -0.0047012244553945705 0.00241000285447498 -0.0023081042268829456 0.00013385997508395288 0.00072211339675098843 -0.00060981693523976996 0.00096896668283605585 0.0016465370470712328 -0.00084839840461792054 -0.0036425811123699729 -0.008950941355703193 -0.0036696294094706104 -0.0080186230964051277 0.00033006636551914203 -0.0014934190973183552 -0.0021086407899363405 -0.0022610916841248265 -0.00088651664474952326 0.00021813902433896867 0.0044181922457771413
leaf_weight=203.24331545829773 66.616770029067993 76.890030860900879 57.352186441421509 68.77249002456665 54.508641004562378 63.773224592208862 44.762779712677002 42.240086078643799 34.443397045135498 290.84376406669617 36.966090679168701 59.989184141159058 38.020889759063721 6458.5520424842834 148.66649222373962 89.479437589645386 69.04721999168396 243.53422927856445 55.036040544509888 66.089370489120483 42.286207914352417 97.895769834518433 30.384626626968384 229.61529350280762 142.45200181007385 45.496726989746094 44.762779712677002 259.83949422836304 348.19595050811768 50.243322849273682
leaf_count=84 40 39 28 47 26 38 26 16 16 184 26 23 24 3099 84 41 28 100 25 41 27 62 20 119 81 32 26 143 212 23
internal_value=0 -0.000366101 -0.00100771 0.000409402 -0.00122986 0.00108274 0.00176437 0.00387415 0.000535367 -0.00160873 -0.00201932 0.00101253 -0.000282842 3.96959e-05 -0.000241046 -0.000748726 -0.00203018 -0.000229601 -0.00284904 -0.00407517 -0.00571381 -0.000952286 0.000299042 -0.000863482 0.000776304 -0.00447513 0.00103981 -0.00164813 0.000157516 0.000747767
internal_weight=0 935.18 511.768 423.412 123.281 300.13 236.357 87.0029 149.354 394.427 327.81 117.341 114.911 8624.82 2166.27 1116.64 321.938 794.699 252.891 163.412 108.376 506.402 1049.63 305.497 744.135 75.8814 288.297 357.735 540.891 398.439
internal_count=4780 533 301 232 73 159 121 42 79 250 210 51 63 4247 1148 577 162 415 134 93 68 289 571 171 400 52 126 205 316 235
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=31
num_cat=0
split_feature=68 15 84 83 19 124 10 108 9 75 72 28 70 101 44 85 3 140 91 95 42 60 29 12 68 25 148 46 46 110
split_gain=0.055419 0.190907 0.261483 0.239042 0.272405 0.258991 0.24407 0.269326 0.250355 0.237751 0.219459 0.201997 0.182518 0.177697 0.174115 0.170449 0.167186 0.176007 0.14944 0.115233 0.113129 0.202263 0.23293 0.211514 0.129905 0.111647 0.11131 0.108035 0.103737 0.342058
threshold=0.00064626874518580746 0.00017767510871635753 0.00044738779251929378 0.010180860292166473 0.0084566329605877417 0.0045489775948226461 0.0026833302108570938 0.0044099434744566688 0.00040826165059115743 0.00017767510871635753 0.0033348383149132137 0.00017767510871635753 0.0012357163941487672 0.00040826165059115743 0.001792412775103003 0.0022272822679951791 0.00082683752407319855 0.0012357163941487672 0.0011261500185355546 0.00087947337306104611 0.00017767510871635753 0.00096484774257987748 0.0036604277556762104 0.0012357163941487672 0.0017376682371832433 0.00090704852482303988 0.0012357163941487672 0.0020292587578296666 0.059226244688034065 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 10 -9 -6 11 -3 -12 19 -5 -4 17 25 -11 -8 21 22 27 -23 -24 26 -1 -2 -22 -30
right_child=20 3 15 14 5 -7 13 8 -10 18 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 28 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0046526711882821925 -0.0016160373707949942 0.0040212755646921545 0.0031259715858949471 -0.003163171505923153 0.0010698865212993146 0.0019325376922009248 -0.00082771944802641651 0.0060462626403124144 0.0015533329990752587 -0.0046857863931558906 -0.0016446252252999211 0.00093004251933986838 0.0019123483560862628 -0.0032888219912073483 0.00034924918978617694 -0.00046490612453308367 1.1780106966133134e-05 -0.005995779556645024 -0.0011232460866053733 0.002683675396501431 3.9725113892880021e-05 0.0018291252796985994 -0.0048030071686013332 -0.0017522029335557633 -0.0013046719865619141 5.4465851635954853e-05 -0.00086386782723956628 0.0021667291034512788 -0.0017902936018778467 0.00074008651230992901
leaf_weight=43.180581092834473 41.758808374404907 99.752698421478271 60.356157779693604 64.828023672103882 61.410956859588623 82.210148096084595 50.977270126342773 69.57461953163147 55.930413722991943 54.554762840270996 84.572415828704834 112.3882269859314 62.878851413726807 37.493490219116211 77.417430400848389 73.037808179855347 103.05546116828918 30.384626626968384 63.933650493621826 43.134459257125854 7241.9468092918396 98.858325242996216 70.35468864440918 70.721662282943726 42.607059717178345 50.977270126342773 35.17734432220459 34.443397045135498 303.66177892684937 238.42065978050232
leaf_count=29 28 40 26 36 24 40 29 27 27 37 54 53 36 25 38 50 67 20 34 18 3565 38 44 47 19 29 22 16 156 106
internal_value=0 0.000288561 -0.000643075 0.000650034 0.000957823 -0.000392463 0.00153172 0.00204982 0.00404402 -0.00145494 0.0013538 0.0023836 -0.000127796 -0.00037799 -0.00125153 0.00115984 -0.0015583 -0.00257136 -0.00276352 0.000781667 -5.02231e-05 -0.000918346 -0.00204244 0.000335568 -0.0034835 -0.00176686 -0.00295176 9.37731e-05 -1.02138e-05 -0.000677373
internal_weight=0 1417.23 396.169 1021.06 878.812 262.11 616.702 485.097 125.505 179.899 359.592 212.141 147.451 131.605 142.245 133.394 262.775 159.72 118.488 94.1117 8142.77 358.744 189.164 169.58 112.962 129.335 78.3579 76.2022 7784.03 542.082
internal_count=4780 761 243 518 444 135 309 237 54 95 183 93 90 72 74 76 167 100 71 47 4019 192 107 85 63 80 51 44 3827 262
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=31
num_cat=0
split_feature=33 80 65 62 5 122 144 53 140 88 59 94 141 58 82 53 12 40 129 77 135 125 148 19 50 148 46 63 98 124
split_gain=0.0559042 0.168981 0.305473 0.279821 0.269706 0.460172 0.351661 0.356665 0.337337 0.265837 0.243377 0.330682 0.241399 0.3565 0.244868 0.23801 0.326969 0.221958 0.28193 0.240765 0.215121 0.208959 0.219466 0.165551 0.170273 0.164124 0.155627 0.144411 0.294579 0.234309
threshold=0.00077738583786413084 0.00075379351619631063 0.000490355829242617 0.00037263428384903824 0.00085274505545385193 0.0005375427135732026 0.0062037324532866487 0.01884530205279589 0.00244467705488205 0.00080172589514404546 0.0022975050378590827 0.00066645268816500913 0.0005893622583243997 0.00096484774257987748 0.0044099434744566688 0.12945349514484408 0.00017767510871635753 0.0020932231564074759 0.00093549740267917525 0.0035485138650983576 0.00039601318712811922 0.0048403022810816774 0.00244467705488205 0.0063990866765379914 0.021960759535431865 0.013032016810029747 0.0028552538715302949 0.00052132029668428015 0.034632634371519096 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 6 10 7 8 -3 -10 11 -6 13 -4 17 16 -9 21 20 -20 -19 22 -14 -1 -25 -5 -12 28 29 -2
right_child=27 2 12 25 5 -7 -8 15 9 -11 26 -13 14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002524688138897787 -0.0015522341017187623 0.0059105979113369947 0.0002458983683194499 0.00047025708232391268 -0.0029528535629068241 0.0036365906699672317 -0.0013097103995762024 0.00090009239393763676 0.0011743742637617925 0.0040019266015997946 -0.0012647354692783006 0.002613527113425771 0.00064339287130412033 -0.0061604007348875136 0.0023601087723512664 0.002181074092589786 -0.0036436482429567183 0.0032002738648644093 -0.003981549241872784 0.00011454030686122959 -0.00095657565749901062 -0.0035514567481623911 -0.0035256518411231341 -0.00292942885310801 0.0012118861437348315 0.0047413584391085839 -0.0051392739931469368 1.0455107345795204e-05 0.00081556180057410117 0.0015525744175523184
leaf_weight=1064.7212777137756 583.31384754180908 70.102019071578979 46.344978332519531 49.555497407913208 46.872377872467041 56.618239164352417 101.42714071273804 111.97513151168823 246.171226978302 125.50503325462341 52.719894647598267 61.938356399536133 118.9235692024231 40.864435195922852 97.43655252456665 121.35401916503906 61.250530958175659 112.86950469017029 45.129753351211548 174.94622659683228 42.974033355712891 82.783669471740723 42.974033355712891 115.69098973274231 31.599851608276367 41.185286998748779 50.977270126342773 5452.3580574989319 241.58505702018738 67.831995010375977
leaf_count=620 291 26 23 28 22 22 59 39 95 54 22 23 48 26 37 36 28 41 29 97 22 50 22 80 14 18 29 2745 100 34
internal_value=0 0.000169863 0.00046907 -0.00026931 0.00100809 -0.000368954 0.00145044 0.00183063 0.00272921 0.00212916 -0.00143615 0.000215698 -0.000271875 -0.00275595 2.98297e-05 0.000483043 -0.00070652 -0.000336033 0.00042684 -0.000725422 0.00205402 -0.00150808 -0.000463237 -0.000469815 -0.00204095 0.00240882 -0.00316945 -8.60654e-05 -0.000675565 -0.0012288
internal_weight=0 3214.91 1912.16 1302.75 1106.91 269.126 837.785 736.358 441.778 371.676 212.508 108.811 805.247 87.2094 718.037 294.58 173.226 620.601 375.92 220.076 155.844 244.681 161.898 1212.01 147.291 90.7408 103.697 6345.09 892.731 651.146
internal_count=4780 1610 850 760 455 118 337 278 175 149 96 45 395 49 346 103 67 309 189 126 63 120 70 714 94 46 51 3170 425 325
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=31
num_cat=0
split_feature=40 23 65 87 33 20 44 94 116 114 47 53 4 30 112 1 45 47 85 11 5 132 7 85 95 15 102 35 18 99
split_gain=0.0568153 0.271086 0.289135 0.344586 0.327555 0.265419 0.225223 0.199031 0.230959 0.217767 0.187588 0.297632 0.261117 0.189807 0.251163 0.270653 0.231394 0.187928 0.316934 0.30254 0.155881 0.181263 0.152614 0.199412 0.144249 0.13948 0.238048 0.3467 0.226539 0.290772
threshold=0.0056525857653468856 0.017724351026117805 0.00068727668258361529 0.00070876078098081063 0.00093549740267917525 0.00090704852482303988 0.0051502294372767219 0.00093549740267917525 0.0044099434744566688 0.0014881226234138014 0.019431582652032379 0.023343417793512348 0.0012745757703669371 0.007706565549597145 0.0033348383149132137 0.0027679565828293566 0.0045489775948226461 0.0066005610860884198 0.00017767510871635753 0.0030382014811038975 0.010829726699739696 0.0017376682371832433 0.002945306478068233 0.00046126570669002836 0.0027679565828293566 0.0022975050378590827 0.0041444667149335155 0.00073092587990686308 0.0010585968848317864 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 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 10 3 7 -4 -6 -7 -3 -9 -10 11 13 -12 14 17 -16 20 19 -19 -2 21 -15 23 -5 -17 -1 27 -27 29 -29
right_child=1 2 4 22 5 6 -8 8 9 -11 12 -13 -14 16 15 24 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00034718364845934941 -0.00083940024520373104 -0.0012403525532454426 0.00090341315559829417 -0.0012355183490728257 -0.0059323273910986268 -0.0047207011023069545 -0.00024820972773848899 0.0036612934143895703 -0.0023748231034206066 0.0022328499837561979 0.00015000936355960377 -0.00383332601850339 0.0048695593145573609 0.0030864145149694195 -0.00056630547884156657 0.0053861204470715129 0.0042859903351241783 -0.0037959267357959578 -0.00036790048982555121 0.00054902456302303049 0.0037506351384708754 -0.00054904509313999318 0.00037646783665594842 -0.0054293776671978577 0.0014631249817696043 -0.00021744487917019998 -0.00033322215679058615 0.00083239635042965481 -0.0002311041887704249 0.0028328597245234799
leaf_weight=1430.0005612373352 702.3076000213623 82.577121734619141 56.090839624404907 64.09407639503479 68.405516386032104 46.551526069641113 71.202939987182617 83.585798978805542 47.239351511001587 56.090839624404907 76.362631320953369 50.449870586395264 47.560203313827515 42.079660177230835 71.936887264251709 48.98197603225708 50.770722389221191 95.946597576141357 226.8178699016571 889.01704239845276 34.076423406600952 185.15130519866943 43.868406534194946 50.81684422492981 44.923205614089966 1281.2378232479095 1412.7307398319244 1576.3469054698944 417.47177863121033 205.30679178237915
leaf_count=807 398 43 23 30 44 30 35 30 25 23 40 30 17 20 41 18 22 62 128 469 13 122 24 33 22 531 703 718 210 69
internal_value=0 -0.000170362 -0.00106555 -0.000284663 -0.00244606 -0.00345527 -0.00201631 0.000803971 0.00170713 0.000126365 6.35239e-05 -3.27644e-05 0.00196132 4.73933e-05 -0.000125131 0.00174149 0.00119723 -0.000286861 -0.00138693 -6.37362e-05 0.000597102 0.000124186 -0.00213238 -0.00309016 0.0035094 8.72115e-05 0.000214163 0.000436355 0.000817266 0.00106292
internal_weight=0 3236.91 670.523 428.272 242.251 186.16 117.754 269.493 186.916 103.33 2566.38 2442.46 123.923 2392.01 2079.93 165.842 312.078 1914.09 322.764 1591.32 261.307 227.231 158.779 114.911 93.9052 6323.09 4893.09 3480.36 2199.13 1781.65
internal_count=4780 1742 340 208 132 109 65 121 78 48 1402 1345 57 1315 1138 81 177 1057 190 867 155 142 87 63 40 3038 2231 1528 997 787
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=31
num_cat=0
split_feature=93 119 35 44 19 63 40 14 30 121 121 36 118 71 74 94 17 77 92 140 58 54 125 55 12 47 146 31 89 114
split_gain=0.0565246 0.164718 0.177592 0.207414 0.16155 0.304243 0.261142 0.16447 0.163869 0.160954 0.169619 0.172879 0.398145 0.310461 0.254299 0.209676 0.315526 0.275057 0.281772 0.230581 0.215577 0.18461 0.183914 0.15798 0.259935 0.211375 0.258592 0.207896 0.213276 0.201659
threshold=0.00096484774257987748 0.0022975050378590827 0.016164712607860569 0.00017767510871635753 0.02129978779703379 0.0014881226234138014 0.0031340263085439806 0.015200819820165636 0.0022975050378590827 0.029773407615721229 0.00017767510871635753 0.00096484774257987748 0.00096484774257987748 0.025578102096915249 0.0011980500421486797 0.0025217677466571335 0.0046923852059990176 0.0011261500185355546 0.0034400182776153092 0.011880517937242987 0.011519505176693203 0.0012745757703669371 0.0079489401541650313 0.00017767510871635753 0.019431582652032379 0.016164712607860569 0.0056525857653468856 0.0014427106943912806 0.0010585968848317864 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 6 -4 8 -7 10 -1 14 -13 21 15 17 22 20 -19 -18 -12 -14 -17 24 25 26 -5 -25 -29 -27
right_child=1 -3 4 23 -6 7 -8 -9 -10 -11 11 12 13 -15 -16 16 19 18 -20 -21 -22 -23 -24 27 -26 29 -28 28 -30 -31
leaf_value=-6.538094910405731e-05 -0.001583968863268043 0.0015762733589218742 0.00032639574552873152 0.00054664464303774934 0.0032764725211330403 -0.0039212211588050376 0.0049979183446339512 0.0015991707157648038 -0.00031092190791738475 -0.0019598637913162261 0.0012262253202617738 -0.0019568438762644761 -0.002133028287712654 0.0049258266911248816 0.0038735827617521687 0.0023821427939139817 -0.0034190381038564305 -0.0033293897024866542 0.00047724576534799597 0.0013085745049350268 -0.0019691559646528392 0.0013456585033305845 -0.00078476925117136056 -0.0021609608889287583 0.0036765142458606119 -0.0002045036174287007 -0.00039070454793529937 0.0020074659914125054 -0.0011992725649497297 -0.0018561677661698061
leaf_weight=2837.5716097354889 274.01109957695007 139.67663860321045 68.886794090270996 1503.7683145999908 59.828758239746094 54.027363300323486 52.88032054901123 48.294150590896606 75.147406339645386 90.580358505249023 373.99240612983704 194.69061875343323 56.664361000061035 43.661858797073364 66.570648193359375 385.48089194297791 51.871643304824829 100.37234163284302 94.272155284881592 51.298121929168701 61.457078695297241 116.65354514122009 52.032069206237793 217.27855634689331 45.978004693984985 482.84926223754883 1440.7310383319855 83.63192081451416 136.44405913352966 299.39646077156067
leaf_count=1505 142 53 32 693 27 38 18 23 46 50 152 115 33 17 29 145 31 61 43 21 35 56 27 135 20 208 746 41 85 153
internal_value=0 -0.000116525 -0.000165346 -0.000251023 0.000904615 0.00043039 0.00235512 -0.000890227 -0.00182093 0.000126853 0.000168982 0.000572264 -0.000315299 0.00115762 0.00086756 0.000696637 0.00141897 7.68024e-05 -0.00148572 -0.00106837 0.000775246 0.000208341 0.00200551 -0.000164269 -5.99856e-05 -0.000106084 8.80037e-05 -0.00106384 1.93325e-05 -0.000836661
internal_weight=0 4982.83 4843.15 4484.09 359.065 299.236 121.767 177.469 129.175 4577.17 4486.59 1649.02 411.67 216.98 1237.35 1170.78 540.683 630.094 194.644 103.17 435.449 173.318 437.513 4210.08 3772.72 3726.75 2944.5 437.355 220.076 782.246
internal_count=4780 2460 2407 2223 184 157 50 107 84 2320 2270 765 221 106 544 515 224 291 104 52 187 89 172 2081 1820 1800 1439 261 126 361
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=31
num_cat=0
split_feature=142 110 11 112 0 107 58 106 93 78 143 24 12 93 66 51 132 127 63 80 107 108 117 108 73 0 141 117 110 31
split_gain=0.0555291 0.147018 0.446803 0.21657 0.131161 0.202335 0.287899 0.158961 0.217094 0.136401 0.114781 0.198983 0.259953 0.249566 0.207063 0.216742 0.198107 0.166307 0.1529 0.163521 0.228602 0.14874 0.148232 0.147448 0.192864 0.211426 0.133274 0.127212 0.125412 0.124397
threshold=0.00052132029668428015 0.0012745757703669371 0.00070876078098081063 0.0019071503775194289 0.00050559637020342063 0.00017767510871635753 0.0035485138650983576 0.079227816313505187 0.010829726699739696 0.0011980500421486797 0.001792412775103003 0.00047558375808876013 0.00017767510871635753 0.013032016810029747 0.0005375427135732026 0.0058306583669036635 0.00090704852482303988 0.00039601318712811922 0.0053125319536775359 0.0028552538715302949 0.010829726699739696 0.0034400182776153092 0.0023699469165876512 0.00017767510871635753 0.00050559637020342063 0.00068727668258361529 0.007706565549597145 0.014293605927377941 0.004017772153019906 0.079227816313505187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 -7 8 -6 -1 11 12 22 14 18 -16 -14 28 19 20 -13 -20 -2 24 -12 -26 -27 -19 -15 -25
right_child=10 2 -4 -5 7 6 -8 -9 -10 -11 23 13 16 17 15 -17 -18 27 21 -21 -22 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=-0.0010666791278368267 0.00027393251274998831 0.0045096989841588104 -0.0028452275753370502 0.00068777162208730409 -9.217715205759588e-05 -0.0054976301587402916 0.00026231538917316103 0.0035192458673128091 0.0028160643381951369 0.0031466178247102116 -0.0032363223059138123 -0.0012237934164318386 -0.0041662359753780491 -0.0061075290223712581 -0.00053585682044499474 0.0034389714881952285 0.00063920971895734685 -0.0027788951577525666 -0.00081184140852864353 0.0015567955307700112 -0.004922492408434685 0.0033729136472722106 0.0036387980140153023 0.00010072061911094899 0.0020498349446199217 -0.0023426216117129338 0.0012268626856290765 0.0012966322311465379 -0.0021979768646441748 -0.0012392577782719474
leaf_weight=48.133724689483643 58.040011882781982 86.268918514251709 44.235380172729492 64.988449573516846 681.80720019340515 47.445899248123169 39.970062017440796 37.447368383407593 70.835966348648071 31.966825246810913 76.890030860900879 301.27745079994202 36.232143402099609 43.180581092834473 77.096578598022461 61.777930498123169 52.559468746185303 44.602353811264038 50.977270126342773 42.240086078643799 48.500698328018188 36.392569303512573 75.055162668228149 6950.758131980896 65.14887547492981 100.5788893699646 35.337770223617554 33.549023866653442 39.07568883895874 177.62934613227844
leaf_count=27 23 36 27 32 411 32 24 14 32 17 39 179 20 29 46 27 26 30 29 16 30 16 24 3341 28 68 18 14 22 103
internal_value=0 0.000325376 0.00157491 0.00286759 7.02866e-05 -0.00120054 -0.00286395 0.000339731 0.000181536 0.000614779 -4.4629e-05 -0.000547282 0.000773613 -0.00092368 -0.000467735 0.00123233 -0.00132169 -0.00268104 -0.00096023 -0.00138179 -0.00173666 0.000931254 0.00217145 2.32768e-05 -0.00110651 -0.00029204 -0.00141457 -0.00102934 -0.0042503 6.73303e-05
internal_weight=0 1153.1 195.493 151.257 957.607 167.517 87.416 790.091 752.643 80.1005 8406.9 1000.56 221.887 778.67 618.263 138.875 88.7916 160.408 479.388 392.018 349.778 87.3698 133.095 7406.34 277.956 201.066 135.917 78.1514 82.2563 7128.39
internal_count=4780 652 95 68 557 100 56 457 443 44 4128 531 93 438 343 73 46 95 270 225 209 45 47 3597 153 114 86 44 51 3444
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=31
num_cat=0
split_feature=117 60 109 62 150 27 114 87 95 100 71 109 92 132 85 23 61 73 89 12 85 71 146 121 144 33 35 38 78 67
split_gain=0.0563676 0.144989 0.289159 0.246253 0.26561 0.402891 0.382503 0.214009 0.337875 0.329478 0.309741 0.254255 0.221147 0.283097 0.214937 0.182477 0.163442 0.13478 0.187127 0.211424 0.271137 0.264178 0.235028 0.296195 0.237859 0.224689 0.190266 0.234609 0.207077 0.302948
threshold=0.0015833032084628942 0.00039601318712811922 0.024810968898236755 0.00037263428384903824 0.0011615398107096555 0.00064626874518580746 0.00017767510871635753 0.000490355829242617 0.00017767510871635753 0.00057154725072905432 0.0079489401541650313 0.0058306583669036635 0.0020932231564074759 0.0015349716995842757 0.00017767510871635753 0.0056525857653468856 0.0062037324532866487 0.0053125319536775359 0.00068727668258361529 0.00062670491752214741 0.0079489401541650313 0.030689206905663017 0.0028552538715302949 0.0021592099219560628 0.00017767510871635753 0.0046923852059990176 0.0033348383149132137 0.0022272822679951791 0.014293605927377941 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 12 -9 11 -11 13 -3 -10 -16 -5 18 26 21 22 -20 23 -21 -24 -26 28 -28 29 -2
right_child=17 7 -4 16 5 -7 -8 9 14 10 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-5.9245123992928168e-05 0.00029670701075077002 0.0047506250157602938 -0.0029277995743197871 -0.0024829701964413529 0.0011006830409916186 -0.00033957507358640238 0.0065876067967539989 -0.00023015406300491671 -0.0034606043114555566 0.0025311377975870842 0.00029177667825401837 0.0073905987563672145 -0.00099689689968632689 -0.00015285824646832401 -0.0013728801825067809 0.0016670156285822049 0.0013305811604792 -0.0004649624995767995 0.00040996887760617494 -0.002710980194336209 -0.00080174606729806165 -0.0045152149786780423 0.0049462034247771828 0.0024664708459522637 0.00047547553342700563 0.0026398725555729211 -0.00080577453496609615 0.0010140769297031004 -0.0011736858313764625 -0.0033298471091550903
leaf_weight=689.83249735832214 3286.0857758522034 80.054428100585938 83.838468551635742 129.70216917991638 64.6214759349823 109.59080338478088 62.465755939483643 108.00860476493835 65.722396850585938 55.403014183044434 55.403014183044434 52.352921009063721 49.395071506500244 46.551526069641113 125.64339876174927 81.315774917602539 35.865169763565063 1622.6958858966827 80.948801279067993 68.038542747497559 168.7317361831665 41.024861097335815 56.778665065765381 46.505404233932495 247.52481746673584 232.57314300537109 1265.028804063797 205.9264349937439 283.75696086883545 58.61353325843811
leaf_count=381 1427 33 48 83 29 62 22 65 38 28 28 19 32 30 87 38 17 911 35 41 94 22 18 19 122 106 680 90 142 33
internal_value=0 0.000244117 -9.80029e-05 0.00011924 0.000436632 0.00188194 0.00379761 0.000802989 0.000132773 0.00191195 0.00332999 0.00489209 0.00184062 0.00294767 -0.000969548 -0.000178483 -0.00165688 -6.03829e-05 4.82831e-05 0.00069568 0.000984533 -0.00124658 0.00144722 -0.00060891 0.0018859 0.00152397 -7.13246e-05 -0.000551004 0.000123135 0.000233154
internal_weight=0 1895.77 1175.92 1092.08 926.511 236.678 127.087 719.85 448.683 271.168 163.159 107.756 176.001 126.606 272.682 206.959 165.567 7664.23 6041.54 942.126 820.152 121.974 651.421 114.544 536.877 480.098 5099.41 1470.96 3628.46 3344.7
internal_count=4780 1040 642 594 494 113 51 398 258 140 75 47 95 63 163 125 100 3740 2829 457 400 57 306 60 246 228 2372 770 1602 1460
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=31
num_cat=0
split_feature=136 108 117 25 138 50 4 120 52 143 142 120 46 65 138 1 135 42 20 126 140 42 60 7 133 3 102 130 84 114
split_gain=0.0512582 0.277137 0.212578 0.235326 0.238243 0.203402 0.211827 0.366361 0.311345 0.268867 0.206756 0.200072 0.21354 0.311307 0.199358 0.203581 0.170384 0.165461 0.353441 0.233662 0.161592 0.15828 0.15506 0.14844 0.138262 0.123323 0.115114 0.187727 0.185721 0.22282
threshold=0.000490355829242617 0.0011615398107096555 0.0042751494329422721 0.0012745757703669371 0.00052132029668428015 0.00087947337306104611 0.00039601318712811922 0.000490355829242617 0.00080172589514404546 0.0056525857653468856 0.0011980500421486797 0.00040826165059115743 0.015200819820165636 0.00017767510871635753 0.00039601318712811922 0.00046126570669002836 0.00044738779251929378 0.001792412775103003 0.00055427959887310873 0.0036604277556762104 0.0079489401541650313 0.0079489401541650313 0.00055427959887310873 0.0015833032084628942 0.0062037324532866487 0.0027679565828293566 0.0022272822679951791 0.00075379351619631063 0.0060143163427710542 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 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 16 3 20 -5 21 7 9 -8 10 -7 26 13 23 22 -16 25 18 -10 -19 -3 -4 -15 -13 -18 -2 -1 28 -28 -30
right_child=1 2 5 4 -6 6 8 -9 17 -11 -12 12 -14 14 15 -17 24 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00016213621229519152 -0.0046835401696722649 -0.0017230790490276903 -0.00063830087661234007 -0.0052938303810690967 -0.0012722106410168431 0.0032914790351777357 -0.0035234783315888397 -0.0023616990682857608 -0.00032015575069534765 0.0056984427900492324 -0.0007081219279186533 0.0011163411853207872 0.0033253289442699003 -0.00073755068722114805 0.0025044220728965409 -0.00095854070775667165 0.0014570382999567158 -0.00038961101637783083 0.0023804785157152146 0.0016209564835350404 0.0021987846114604709 -0.0045006218933648012 -0.0052535042071976974 0.0044630466112678072 -0.0020189734174556836 -0.0011160488168091339 0.00029481632057405048 0.0020702115245042666 -0.0037106950563995885 3.3281370016451359e-05
leaf_weight=4099.2034063339233 65.194997310638428 45.129753351211548 87.736813068389893 50.81684422492981 133.7609395980835 70.996392250061035 57.925707817077637 44.602353811264038 250.84964060783386 52.88032054901123 59.301358699798584 80.948801279067993 85.374545335769653 47.239351511001587 72.257739067077637 102.8489134311676 48.821550130844116 1036.9937081336975 234.31576752662659 167.90554523468018 62.832729578018188 38.020889759063721 31.806399345397949 56.090839624404907 69.093341827392578 38.54828929901123 2064.7488951683044 137.2923104763031 65.561970949172974 100.89974117279053
leaf_count=2051 39 29 48 33 79 28 38 30 112 18 28 35 34 25 33 60 22 473 99 66 25 24 21 23 39 23 1067 76 42 60
internal_value=0 -0.000188643 -3.20415e-05 -0.00129485 -0.00237942 0.000143745 0.000267847 0.00170203 8.09593e-05 0.00269151 0.00147117 7.10568e-05 0.00105975 0.000565311 -0.000470416 0.00047045 -0.00188005 0.000204499 0.000984144 -0.000109434 0.000559393 -0.00180601 -0.00255468 0.00248616 -0.000579764 -0.00335795 -1.79444e-06 0.000275711 0.000165291 -0.00144131
internal_weight=0 2615.73 2394.07 292.54 184.578 2101.53 1975.77 227.78 1747.99 183.178 130.298 6944.27 476.567 391.192 254.152 175.107 221.658 1690.06 485.165 1204.9 107.962 125.758 79.0458 137.04 117.915 103.743 6467.71 2368.5 2231.21 166.462
internal_count=4780 1253 1130 166 112 964 892 104 788 74 56 3527 231 197 139 93 123 750 211 539 54 72 46 58 61 62 3296 1245 1169 102
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=31
num_cat=0
split_feature=68 71 9 65 98 140 23 17 67 1 22 45 108 73 7 133 29 53 52 25 81 63 59 75 18 12 144 27 92 142
split_gain=0.0577619 0.124757 0.393226 0.301721 0.204193 0.346369 0.295636 0.232906 0.231534 0.224598 0.164049 0.156048 0.172702 0.154453 0.142405 0.136544 0.140458 0.126207 0.123528 0.122285 0.147392 0.120227 0.114484 0.100725 0.0978132 0.162564 0.113268 0.184373 0.235565 0.289241
threshold=0.00064626874518580746 0.030689206905663017 0.00096484774257987748 0.00043393640953581786 0.0013986918493174019 0.0045489775948226461 0.0031340263085439806 0.00066645268816500913 0.00060774214216507982 0.016164712607860569 0.00057154725072905432 0.00747153488919139 0.011169348377734424 0.00060774214216507982 0.00073092587990686308 0.0054799309000372895 0.00057154725072905432 0.0014881226234138014 0.00899649551138282 0.00090704852482303988 0.0005893622583243997 0.0030382014811038975 0.0016846025246195497 0.0020932231564074759 0.13848232477903369 0.00087947337306104611 0.00017767510871635753 0.012252715881913902 0.013860232196748258 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 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 19 8 6 13 -7 9 15 -4 12 18 -6 -8 16 -1 -17 23 20 -3 -15 -18 -10 26 -26 27 28 -2 -30
right_child=24 2 10 -5 5 7 14 -9 11 -11 -12 -13 -14 21 -16 17 22 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00052890463979171219 0.00032460691954712851 0.00044639972025496639 -0.0046183834840919282 -0.0025546072873690873 0.0034556165146174302 0.0017349211890081461 -0.0042600611639454179 0.0063387361101795133 -0.0027127749136236549 0.0027696866516334789 -0.0008588544037715167 0.004235177437340326 0.0039198189795395478 -0.0017223770245292491 0.00012051851496491925 0.0011556617229571248 -0.0056494513751566113 -0.0023501917647157336 0.0030321860737995265 -0.00050282932678793481 0.0037164077508326783 0.0020240303136984761 -0.0021633228474430147 0.00023226025624914506 -0.0034275775696449799 0.00071039156056482925 -0.00018334253848243607 0.0023219377443508254 -0.001624726450957811 0.0010544800616630078
leaf_weight=65.561970949172974 2569.654693365097 59.828758239746094 63.245825052261353 57.719160079956055 69.941593170166016 58.934385061264038 38.020889759063721 51.458547830581665 32.700772523880005 36.392569303512573 53.614267826080322 32.127251148223877 35.337770223617554 39.809636116027832 36.232143402099609 73.519085884094238 38.387863397598267 39.442662477493286 35.337770223617554 52.192495107650757 81.269653081893921 46.344978332519531 60.929679155349731 258.87693881988525 54.71518874168396 41.919234275817871 4881.2004618644714 99.225298881530762 355.48730039596558 140.5710117816925
leaf_count=42 1126 27 39 31 30 25 24 17 23 16 24 13 18 28 20 38 27 25 18 23 27 23 36 167 33 24 2564 41 176 55
internal_value=0 0.000294597 -0.000497717 0.000617684 0.000572357 0.00157818 0.000474597 0.00388094 8.87004e-05 -0.00092382 -0.00289355 0.000895455 0.000599264 0.00171002 -0.00212254 -0.00140761 -0.00232507 -6.84712e-05 0.00024033 0.00156497 0.00232985 0.00029292 -0.00351077 -9.80288e-05 -5.12738e-05 -0.00163256 -3.22825e-05 0.000200693 0.000132037 -0.000865504
internal_weight=0 1417.23 367.87 251.01 1049.36 340.742 230.349 110.393 708.614 314.234 116.86 394.381 362.253 156.096 74.253 277.841 164.88 112.962 326.915 193.291 141.098 86.1546 99.3175 291.578 8142.77 96.6344 8046.14 3164.94 3065.71 496.058
internal_count=4780 761 171 108 590 167 125 42 423 184 63 239 226 81 44 168 105 63 208 77 54 51 63 190 4019 57 3962 1398 1357 231
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=31
num_cat=0
split_feature=33 149 31 65 81 109 1 103 14 82 3 92 117 5 46 109 133 36 45 100 25 115 71 61 61 71 109 4 35 121
split_gain=0.0542067 0.119043 0.204954 0.207085 0.235136 0.197246 0.329517 0.238084 0.291083 0.219272 0.174165 0.17355 0.3009 0.284158 0.298212 0.210397 0.172421 0.23495 0.210613 0.243139 0.164294 0.160193 0.152451 0.202052 0.132127 0.131483 0.121688 0.122945 0.118229 0.18495
threshold=0.00077738583786413084 0.0048403022810816774 0.0010918468469753864 0.00038414125447161501 0.0013146653072908523 0.0092791137285530585 0.012252715881913902 0.0013986918493174019 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.00043393640953581786 0.00062670491752214741 0.00085274505545385193 0.0028552538715302949 0.0026012937305495147 0.00055427959887310873 0.00047558375808876013 0.014293605927377941 0.0021592099219560628 0.00052132029668428015 0.00055427959887310873 0.025578102096915249 0.0010263677686452868 0.00244467705488205 0.0022975050378590827 0.014740333426743748 0.00068727668258361529 0.044033329933881767 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 7 9 8 11 26 -8 12 20 14 -13 -14 17 24 19 -18 -1 -6 23 -11 -10 -25 -7 -28 -2 -30
right_child=28 2 -4 -5 21 6 10 -9 16 22 -12 13 15 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.00039309609168189721 -0.00011572097257802617 -0.00022731851037990949 0.0032763755203655282 -0.0014811101530701918 0.00455579339416447 -0.0018562495686827063 5.1671362080517154e-05 -0.0031139180348507987 -0.0056971587331919758 -0.0058909274221140666 0.0036274022476185338 0.0049110928225590466 -0.0032460130695226943 -0.00058853978749240929 0.0015064792110780381 0.00043306067827393412 -0.00017331850412474802 -0.0001054878047703526 0.0028475475259252024 0.0025407002517884342 0.0043366584932115005 0.00081718349717728738 -0.00021517145996479174 -0.00039286354547199594 -0.0013316204863633215 -0.0031922814309209369 -0.0013532322277803742 0.0015697170991613675 0.0026996215364789452 -0.0014014541147398145
leaf_weight=52.559468746185303 6217.0612301826477 133.14129638671875 77.210882663726807 100.85361933708191 62.993155479431152 71.730339527130127 88.905916213989258 50.2894446849823 38.387863397598267 43.707980632781982 55.196466445922852 101.3348970413208 65.355423212051392 82.737547636032104 176.06920790672302 95.854353904724121 1084.3734261989594 124.54247784614563 70.468992710113525 89.319011688232422 53.086868286132812 52.559468746185303 73.312538146972656 69.093341827392578 31.599851608276367 106.74725794792175 53.453841924667358 110.02595925331116 88.05766487121582 39.970062017440796
leaf_count=26 3106 58 31 49 21 34 31 34 27 28 21 37 35 39 69 40 616 78 29 45 25 26 31 39 14 60 28 39 40 24
internal_value=0 0.000167264 0.00094495 0.000429966 0.00120497 4.823e-05 -0.000697927 0.000285259 0.000368012 -0.00127623 0.00142131 0.00126709 0.000300712 0.00198315 0.00275017 -0.00105846 -2.3816e-05 -0.0014081 0.000192623 3.32207e-05 0.00237472 0.00285528 -0.00218932 -0.00284854 -0.00372609 -0.0020923 -0.000139345 0.000613985 -8.47487e-05 0.00141927
internal_weight=0 3214.91 426.758 349.548 248.694 2788.15 672.174 2115.98 2065.69 528.071 144.102 626.998 266.856 360.142 277.404 161.21 1438.69 194.53 1244.16 1173.69 105.646 115.553 292.861 219.549 69.9877 175.841 235.21 163.48 6345.09 128.028
internal_count=4780 1610 185 154 105 1425 311 1114 1080 259 52 271 126 145 106 75 809 119 690 661 51 47 158 127 41 99 101 67 3170 64
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=31
num_cat=0
split_feature=120 4 66 43 33 63 98 44 20 71 82 36 61 145 80 32 40 4 4 81 19 149 100 95 58 121 146 99 101 29
split_gain=0.053843 0.114245 0.144627 0.085095 0.0649365 0.130016 0.271679 0.226162 0.243184 0.219207 0.280291 0.253809 0.19065 0.185988 0.20589 0.380509 0.24066 0.18543 0.293305 0.28807 0.213184 0.18463 0.363512 0.201374 0.190751 0.181907 0.259149 0.302641 0.200374 0.197558
threshold=0.0025217677466571335 0.001792412775103003 0.00017767510871635753 0.00075379351619631063 0.00077738583786413084 0.00052132029668428015 0.034632634371519096 0.011519505176693203 0.00038414125447161501 0.00099512818269431613 0.0034400182776153092 0.0010918468469753864 0.0013146653072908523 0.00093549740267917525 0.00017767510871635753 0.00062670491752214741 0.0011980500421486797 0.00087947337306104611 0.0011615398107096555 0.004017772153019906 0.00017767510871635753 0.016164712607860569 0.0044099434744566688 0.0012745757703669371 0.004017772153019906 0.0053125319536775359 0.0051502294372767219 0.0068083447404205808 0.05109804309904576 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 9 -9 -6 11 -11 -8 21 15 16 -15 -16 19 -19 -20 25 24 -24 -23 28 -27 -28 29 -7
right_child=1 2 3 -5 5 13 12 8 -10 10 -12 -13 -14 14 17 -17 -18 18 20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0001653016935238407 -0.00099311551892820307 0.0035794296758881027 0.0018367196166464467 -0.001121019521292146 0.00086400739250461385 -0.00055224369824185789 0.0016363356601243107 0.0026246173144662981 -0.0025204609315965026 -0.00370264306159148 -2.7223481870320779e-05 -0.00072679807883368856 -0.0015056257365222913 0.0062271396072275179 -0.00050840290431671594 -0.00029188841959931007 0.0015597284998444911 0.0033530601895258253 -0.0031620720574077471 0.00039244386589155011 0.00015244321826240957 -0.0024823491898816438 0.00055760469274918707 -0.0032872308475808271 -0.0078541672602560897 0.0032168760023562047 -0.0023174136373164274 0.0029303158229729669 -0.0034567091588109215 0.0029792164849434264
leaf_weight=3183.8384473323822 63.933650493621826 54.829492807388306 48.98197603225708 48.294150590896606 76.156083583831787 782.93554949760437 173.22566246986389 69.57461953163147 34.282971143722534 232.66538667678833 126.76638007164001 103.53673887252808 66.937621831893921 51.298121929168701 1032.8908169269562 127.01904964447021 59.828758239746094 143.94195675849915 49.555497407913208 191.43397784233093 2305.323273897171 36.232143402099609 117.38749241828918 47.973298788070679 30.384626626968384 83.952772617340088 75.674805879592896 43.134459257125854 56.297387361526489 41.712686538696289
leaf_count=1595 34 18 18 23 33 441 67 27 20 128 59 55 32 21 551 77 27 56 28 99 1095 20 62 31 20 33 45 18 30 17
internal_value=0 0.000780378 0.00152582 0.000368307 -1.80429e-05 -0.000112804 -0.000674304 -0.00121027 0.000926248 -0.00162185 -0.00203076 -0.0027862 0.000760617 -1.88323e-05 0.000152239 0.00157753 0.00371429 6.10724e-05 0.000279716 0.00166313 8.26934e-05 -0.000533897 -0.0018141 -0.000557832 -0.00493249 -0.000259858 0.00109041 -0.000412192 -0.000570641 -0.000373614
internal_weight=0 216.039 152.106 97.2761 9343.96 6160.12 883.145 642.982 103.858 539.125 462.969 336.202 240.163 5276.98 3961.29 238.146 111.127 3723.15 2690.25 335.376 2354.88 1315.69 231.978 165.361 66.6168 1083.71 202.762 118.809 880.946 824.648
internal_count=4780 93 59 41 4687 3092 421 322 47 275 242 183 99 2671 1954 125 48 1829 1278 155 1123 717 133 93 40 584 96 63 488 458
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=31
num_cat=0
split_feature=45 104 99 102 145 20 65 133 10 45 24 13 7 115 149 69 135 53 59 2 11 26 119 107 128 21 109 14 81 68
split_gain=0.0547277 0.157908 0.243923 0.222582 0.246706 0.428937 0.208177 0.34839 0.443622 0.147157 0.26983 0.162705 0.1978 0.151977 0.14659 0.382744 0.424782 0.285377 0.193783 0.191795 0.220436 0.18944 0.182253 0.160431 0.226686 0.223513 0.1459 0.14303 0.139762 0.139491
threshold=0.0066005610860884198 0.0056525857653468856 0.034632634371519096 0.00082683752407319855 0.0030382014811038975 0.000490355829242617 0.0026012937305495147 0.0087224207818508166 0.0026833302108570938 0.0087224207818508166 0.0035485138650983576 0.000490355829242617 0.0013986918493174019 0.0033348383149132137 0.02129978779703379 0.0026012937305495147 0.0012357163941487672 0.013032016810029747 0.0063990866765379914 0.0053125319536775359 0.0014427106943912806 0.00039601318712811922 0.0003614811430452392 0.020035739988088611 0.0098710241727530974 0.001792412775103003 0.0092791137285530585 0.0017376682371832433 0.0053125319536775359 0.099488973617553725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 14 4 5 28 9 8 -8 10 13 12 -11 -5 18 16 22 -18 23 20 -20 -22 -16 24 25 -3 -25 -10 -2 -28
right_child=1 2 -4 6 -6 -7 7 -9 27 11 -12 -13 -14 -15 15 -17 17 -19 19 -21 21 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=8.6453384558352183e-05 -0.0058984574406099255 -0.0028082747475970372 0.0026685598079861841 0.0031923822784391529 -0.0045529277839735016 0.0013343377846228542 0.00025958284271407361 0.0015201772154456435 -0.0071988112098593064 0.0007311893651412763 -0.0029035871455640426 0.0030514056292870063 -0.0023446784479360708 -0.0014217576467839953 0.001617046065057894 0.00091559179278480069 -0.0030695921780567606 -0.0091765732083844871 -0.0034666767561297891 -0.0038085263790595771 0.00054258217008507656 -0.001742575116466014 -0.0030469335058218635 0.0023864492139937291 0.0025635182910943403 8.5295532803902508e-05 0.0011105854387811404 -0.0028136806292914035 -0.001497763388526484 -0.0016917811795305706
leaf_weight=6280.1947522163391 38.54828929901123 74.413459062576294 86.956743955612183 40.65788745880127 68.726368188858032 89.63986349105835 56.985212802886963 58.246559619903564 48.867671966552734 338.12723636627197 92.896504402160645 59.828758239746094 61.824052333831787 31.806399345397949 55.196466445922852 140.93798542022705 58.453107357025146 28.435454368591309 51.504669666290283 43.5014328956604 364.29266667366028 120.75843739509583 33.755571603775024 173.38608837127686 81.843174457550049 647.04095029830933 213.14960265159607 30.017652988433838 33.915997505187988 56.090839624404907
leaf_count=3245 23 40 31 19 36 37 25 30 33 135 53 27 38 21 21 58 37 20 28 21 163 63 21 63 37 318 80 17 17 23
internal_value=0 -0.000165542 7.25459e-05 -0.000671087 -0.00204249 -0.00097816 -0.000284686 -0.001715 -0.0031019 0.000159453 -0.00111972 0.000619512 0.000255725 0.00116712 -3.28046e-05 -0.0010257 -0.00258167 -0.00506818 0.000139448 -0.000615454 -0.000356574 -2.63311e-05 -0.000152844 0.000490902 6.9741e-05 -0.000213158 0.00125524 -0.00553017 -0.00383877 0.000526769
internal_weight=0 3279.81 2229.72 1050.09 230.831 162.104 819.258 194.117 135.871 625.141 165.361 459.78 399.951 72.4643 2142.76 316.779 175.841 86.8886 1825.98 580.057 536.556 485.051 88.952 1245.92 803.298 721.454 442.627 78.8853 72.4643 269.24
internal_count=4780 1535 1024 511 113 77 398 105 75 293 93 200 173 40 993 157 99 57 836 275 254 226 42 561 395 358 166 50 40 103
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=31
num_cat=0
split_feature=17 72 1 116 116 0 129 39 94 45 45 133 36 63 85 10 11 31 53 51 144 148 40 79 45 80 33 44 91 44
split_gain=0.0531869 0.212791 0.254778 0.225718 0.255641 0.191413 0.148652 0.121478 0.0989023 0.0798666 0.284287 0.260505 0.256706 0.282579 0.288507 0.262613 0.227678 0.222009 0.217312 0.196797 0.214071 0.202052 0.187831 0.213561 0.181853 0.15478 0.142424 0.301015 0.275645 0.258679
threshold=0.040252277627587325 0.00244467705488205 0.0013986918493174019 0.0049928687512874612 0.0081988852471113222 0.0020932231564074759 0.00057154725072905432 0.0087224207818508166 0.0028552538715302949 0.0066005610860884198 0.011880517937242987 0.0042751494329422721 0.00075379351619631063 0.0014881226234138014 0.00017767510871635753 0.0026833302108570938 0.013860232196748258 0.00082683752407319855 0.013032016810029747 0.0038949446752667431 0.0023699469165876512 0.0005893622583243997 0.0011980500421486797 0.0022975050378590827 0.0087224207818508166 0.0062037324532866487 0.017724351026117805 0.0098710241727530974 0.0058306583669036635 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 -3 -4 -7 -2 -1 11 16 15 -14 -15 -13 19 25 -18 20 21 -11 -21 -24 -16 -17 27 28 29 -12
right_child=1 3 6 4 -6 7 -8 -9 -10 10 26 12 13 14 24 17 18 -19 -20 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013493217509299361 -0.0025117888726162319 0.00087390212126288837 0.0014039217020181036 0.0044151105139708328 -0.00042567826317937312 -0.0048111312858562533 -0.0023510801021540736 -0.00092780381203719708 -0.0061320566435288703 -1.2038471414122264e-05 0.00025919725949173405 0.0027248141996317949 0.0037765404663845231 -0.0028676960508862591 -0.00078290544084004738 -0.0017751907427395542 -0.0015670104867978357 -1.0618140505172024e-05 -0.0072412457061845617 0.0024695279440069798 -0.00014212889206678358 -0.003832204283391811 0.001490100410115559 -0.003694816643402796 0.0029010127769125245 -0.0051142712923856679 0.0013288043132844343 -0.0011628118969152128 -0.0021907480853124704 0.0021822729433642503
leaf_weight=5927.504875421524 45.290179252624512 85.053693532943726 59.622210502624512 57.512612342834473 51.871643304824829 33.755571603775024 47.239351511001587 49.922471046447754 32.333798885345459 45.08363151550293 1087.9469168186188 41.712686538696289 69.941593170166016 58.453107357025146 58.453107357025146 128.07384872436523 34.282971143722534 139.92930817604065 33.228172063827515 58.567411422729492 104.95851159095764 149.03346586227417 37.447368383407593 42.286207914352417 78.472229480743408 47.606325149536133 236.79233932495117 411.94511365890503 97.322248458862305 208.35688495635986
leaf_count=3060 25 42 20 24 31 21 25 31 20 18 454 17 30 37 37 75 20 71 22 22 56 87 14 27 36 28 98 202 52 78
internal_value=0 -0.000522996 -0.00183966 0.0003504 0.00211954 -0.000796484 -0.000256019 -0.00249433 -0.00401979 2.65943e-05 -0.000175991 -0.000813268 -0.000128897 0.00104929 7.29862e-05 -0.00100373 -0.00165726 -0.00149651 -0.0043598 -0.0012401 -0.00196133 -0.00294497 0.000319552 -0.00125969 0.00132836 -0.00268002 0.000175832 2.46245e-05 0.000375622 0.000568296
internal_weight=0 462.602 184.486 278.116 109.384 168.732 106.862 83.678 77.624 9097.4 3169.89 1127.53 622.642 265.32 195.378 357.322 504.888 315.609 67.5111 437.377 299.076 194.117 138.301 79.7336 136.925 175.68 2042.36 1805.57 1393.63 1296.3
internal_count=4780 239 90 149 55 94 45 52 45 4541 1481 597 331 140 110 191 266 174 42 224 161 105 63 41 73 103 884 786 584 532
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=31
num_cat=0
split_feature=117 24 104 150 47 44 107 78 115 150 96 94 108 38 5 128 123 44 73 27 133 0 150 24 127 23 50 54 0 53
split_gain=0.0484281 0.134544 0.283869 0.220689 0.224753 0.275366 0.523411 0.185048 0.264202 0.180246 0.167678 0.125505 0.270764 0.121833 0.166806 0.142352 0.119634 0.207732 0.335762 0.359521 0.197514 0.170471 0.143368 0.133293 0.123644 0.10489 0.0940713 0.216928 0.376861 0.169843
threshold=0.0015833032084628942 0.00017767510871635753 0.024810968898236755 0.0046923852059990176 0.0056525857653468856 0.0020932231564074759 0.0045489775948226461 0.029773407615721229 0.00044738779251929378 0.0017376682371832433 0.00017767510871635753 0.00017767510871635753 0.013032016810029747 0.00044738779251929378 0.00066645268816500913 0.0058306583669036635 0.00038414125447161501 0.00044738779251929378 0.0027679565828293566 0.0046923852059990176 0.010829726699739696 0.0034400182776153092 0.0013560238294303419 0.0044099434744566688 0.00039601318712811922 0.022641776129603389 0.00066645268816500913 0.055838862434029586 0.00050559637020342063 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 16 7 -7 8 -6 13 -10 -5 25 14 -1 -15 17 18 24 -20 22 -22 -19 -18 -3 -13 27 28 -2 -30
right_child=26 3 -4 11 5 6 -8 -9 10 -11 -12 12 -14 15 -16 -17 23 20 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0005843833820154161 -0.0043899900598281466 0.0012505556708782197 -0.0039091927947672847 0.0011876735346001963 0.0031557711686174095 0.0061227587119289471 0.00013807882612448111 0.0038115243134807368 0.0017233578281181624 0.0024303355273095776 -0.0015858043793134406 -0.0020392028940677456 0.0020321526863972092 0.0032529189517897317 -0.0044658531896390671 -0.00065515894506863216 -0.00016553483132191192 -0.0021786022470024402 0.007319440465145312 0.00079639601067246909 0.0036256927953803256 -0.00071491189415170834 0.0010469394827847761 -0.0034012649624381979 -0.0022770681900022897 -0.0054114346257033152 -4.9024761829982163e-07 0.0024916710397977953 -0.0013629855519047605 0.00035390595374273123
leaf_weight=231.45016169548035 67.671569108963013 84.526293992996216 54.18778920173645 42.974033355712891 58.567411422729492 79.687454462051392 67.465021371841431 41.712686538696289 52.719894647598267 61.777930498123169 139.76888227462769 68.932915925979614 33.021624326705933 41.185286998748779 31.439425706863403 53.66038966178894 304.37366580963135 117.96101379394531 45.978004693984985 39.07568883895874 49.876349210739136 41.391834735870361 48.661124229431152 35.544317960739136 35.17734432220459 34.64994478225708 6965.5493805408478 52.192495107650757 269.88414692878723 308.93577432632446
leaf_count=134 38 43 34 22 22 30 31 17 22 27 75 43 15 18 18 35 199 72 20 22 20 25 26 25 22 23 3361 23 172 146
internal_value=0 0.000226272 -0.000503551 0.000469382 0.000706182 0.00161448 0.00337896 0.000727616 0.000215229 -6.36501e-05 -0.000679473 -0.00116902 -0.0019104 -0.000494341 -0.00104858 0.00104186 0.000208303 0.000731564 0.0019206 0.0043226 -0.000212494 0.00165715 -0.0012366 -0.000503887 0.000213892 -0.00316726 -5.5969e-05 -0.000609066 -0.000859395 -0.000446622
internal_weight=0 1895.77 473.701 1422.07 1242.49 439.921 147.152 292.769 251.056 419.513 192.489 179.579 136.604 357.735 262.89 94.8457 802.566 462.648 204.757 85.0537 257.89 91.2682 166.622 339.918 119.704 103.583 7664.23 698.684 646.491 578.82
internal_count=4780 1040 266 774 671 197 61 136 119 232 97 103 81 205 152 53 474 250 107 42 143 45 98 224 65 66 3740 379 356 318
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=31
num_cat=0
split_feature=93 81 118 21 114 95 33 112 50 70 63 59 23 57 12 14 59 69 1 91 26 92 39 79 99 94 58 82 3 80
split_gain=0.0480394 0.155763 0.292359 0.335067 0.202924 0.358987 0.290111 0.293869 0.268006 0.199972 0.243785 0.224034 0.184216 0.183036 0.170519 0.167684 0.152851 0.148743 0.147811 0.147377 0.218974 0.13725 0.325737 0.299027 0.286422 0.325417 0.247424 0.249761 0.206239 0.185885
threshold=0.00096484774257987748 0.010180860292166473 0.00064626874518580746 0.00099512818269431613 0.0066005610860884198 0.0058306583669036635 0.0046923852059990176 0.00057154725072905432 0.0020292587578296666 0.00062670491752214741 0.0068083447404205808 0.0016846025246195497 0.0025217677466571335 0.00060774214216507982 0.0025217677466571335 0.0026012937305495147 0.048151826485991485 0.0030382014811038975 0.00046126570669002836 0.0049928687512874612 0.0031340263085439806 0.00017767510871635753 0.0012745757703669371 0.00043393640953581786 0.00085274505545385193 0.0042751494329422721 0.0095705352723598498 0.0087224207818508166 0.0010585968848317864 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 12 5 6 7 18 -8 -5 11 -11 -3 -10 -9 -7 21 -13 -4 -12 -21 22 26 -24 -25 -26 28 -28 -2 -23
right_child=1 2 4 9 -6 15 8 14 13 10 19 17 -14 -15 -16 -17 -18 -19 -20 20 -22 29 23 24 25 -27 27 -29 -30 -31
leaf_value=0.00011694437080881169 -0.00016949280271645132 -0.00069602593217595293 0.0043048261548333461 -0.0025819432433262617 -0.0012252258593185295 -0.0028560086766979144 -1.1387946435467385e-06 0.00038944330165083143 0.0049956110140796017 -0.0011737209129228893 -0.0035237390642953066 0.0013155397620880182 -0.0054903069330334564 0.0015409410165930029 -0.0039467882856846406 0.0010013781830073864 -0.0029132982527695951 0.0045464385281688722 0.00033408379224506761 -0.0017041605119921316 0.0028573414478938663 -0.00085233715284503513 -0.0033121209428906024 -0.0028558217508180515 0.002565483054029222 -0.0019864875869328702 0.0040385374873770311 0.00052865811228763535 0.0030842567435615687 -3.8986222340610328e-05
leaf_weight=4577.1697082519531 354.50068354606628 35.17734432220459 54.669066905975342 60.19573187828064 80.307097673416138 60.035305976867676 50.610296487808228 57.352186441421509 144.46935629844666 50.082896947860718 40.864435195922852 82.897973537445068 46.551526069641113 52.192495107650757 37.493490219116211 53.086868286132812 53.453841924667358 62.465755939483643 41.024861097335815 71.249061822891235 41.712686538696289 1247.0049760341644 95.900475740432739 64.667597770690918 116.81397104263306 59.14093279838562 109.1315860748291 94.639128923416138 56.457813262939453 1608.6807043552399
leaf_count=2320 152 22 22 30 51 34 26 28 55 27 26 35 30 23 25 25 28 22 22 46 17 692 51 40 52 32 37 46 26 738
internal_value=0 -0.000107424 0.000411016 -0.000503764 0.00112285 0.00146512 0.00211389 0.000647651 0.00324372 7.96616e-05 0.000538378 0.00171028 -0.00342678 0.00407877 -0.00132471 -0.00104578 -0.000258164 0.00270392 0.00260253 -0.000950606 -1.97629e-05 -0.000220883 0.000299287 -0.000951232 -1.02966e-05 0.0010355 0.000983862 0.00240841 0.00027751 -0.000394156
internal_weight=0 4982.83 1122.44 491.197 631.241 550.934 437.812 190.54 247.272 409.469 349.273 195.447 81.7289 196.662 94.8457 113.122 3860.39 145.364 95.6939 153.826 112.962 3806.94 951.252 336.523 240.623 175.955 614.729 203.771 410.958 2855.69
internal_count=4780 2460 566 255 311 260 201 97 104 203 173 84 52 78 53 59 1894 57 44 89 63 1866 436 175 124 84 261 83 178 1430
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=31
num_cat=0
split_feature=8 75 31 89 79 18 9 141 135 100 42 86 0 80 23 32 133 95 29 133 147 62 9 67 78 96 110 33 10 140
split_gain=0.0498475 0.259152 0.180895 0.244469 0.359587 0.244221 0.257802 0.238143 0.23438 0.349575 0.229315 0.173191 0.170082 0.154842 0.145187 0.141127 0.132332 0.266272 0.311711 0.262153 0.286681 0.205648 0.366293 0.237148 0.208763 0.330248 0.24908 0.331704 0.172872 0.144045
threshold=0.0084566329605877417 0.00042089859198313212 0.0014427106943912806 0.00085274505545385193 0.0014881226234138014 0.00096484774257987748 0.00068727668258361529 0.0038949446752667431 0.0027679565828293566 0.0021592099219560628 0.022641776129603389 0.0005375427135732026 0.024810968898236755 0.0010585968848317864 0.00899649551138282 0.00087947337306104611 0.010829726699739696 0.00087947337306104611 0.0068083447404205808 0.015675474889576439 0.0045489775948226461 0.00017767510871635753 0.0020932231564074759 0.00040826165059115743 0.016668972559273246 0.0037758676335215573 0.0016846025246195497 0.00077738583786413084 0.0051502294372767219 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 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 11 3 4 13 14 -7 12 9 -9 -4 -2 -6 -3 -5 -15 -1 18 19 20 -18 22 24 28 26 -26 27 -19 -23 -20
right_child=1 2 10 5 7 6 -8 8 -10 -11 -12 -13 -14 15 -16 -17 17 21 29 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.5953105719436095e-05 0.0016353714423942853 -0.0010624160388201247 -6.6870026785681856e-05 0.0006178526186113014 -0.00242682839512253 0.0047954860355528825 -0.00038089616134655692 -0.0012588003555807253 -0.0027132448706003965 0.0023750705320713769 0.004071712741395379 -0.0014357603789335784 0.00090748169058630669 -0.0018825773302863259 -0.0036167322886208868 -0.0055109531532797464 0.0045905025516795317 0.0042374122506210121 -0.0012523320533792894 -0.0010246595400859872 -0.0001607590865323451 0.003867654916088053 -0.0023683943146382792 -0.0016068926604141985 0.0030690394791299809 -0.0029794359879409728 0.0051076507089296138 -0.00019250078421291484 1.4301214257117582e-05 -0.0046900305989613748
leaf_weight=6634.9902250766754 256.12363600730896 52.926442384719849 586.1353325843811 45.290179252624512 218.86075496673584 52.719894647598267 44.235380172729492 117.22706651687622 57.925707817077637 151.99131536483765 35.498196125030518 55.930413722991943 46.344978332519531 40.13048791885376 36.599117040634155 80.674071311950684 65.676275014877319 82.164026260375977 128.2342746257782 111.9069492816925 61.457078695297241 48.98197603225708 44.762779712677002 113.32872200012207 50.403748750686646 40.864435195922852 99.913124322891235 87.002865791320801 71.730339527130127 39.970062017440796
leaf_count=3256 102 29 330 25 132 22 27 66 38 74 14 27 23 20 23 54 27 29 71 65 35 18 26 66 19 26 36 42 34 24
internal_value=0 -0.000230868 -0.00049297 -0.000928761 -0.00131734 0.000735733 0.00243379 -0.000730687 0.000171967 0.000792756 0.000169463 0.00108492 -0.00184415 -0.0033176 -0.00127473 -0.00430563 5.64627e-05 0.000579045 -0.00042017 0.000740213 0.00229371 0.00121571 0.0018974 3.57378e-05 0.0024273 0.000360894 0.0031282 0.0019591 0.00157789 -0.00206923
internal_weight=0 1878.61 1566.56 944.925 766.081 178.845 96.9553 592.35 327.144 269.218 621.634 312.054 265.206 173.731 81.8893 120.805 7681.39 1046.4 407.245 239.04 127.133 639.152 405.111 234.041 360.348 91.2682 269.08 169.167 120.712 168.204
internal_count=4780 1006 877 533 436 97 49 333 178 140 344 129 155 103 48 74 3774 518 222 127 62 296 178 118 152 45 107 71 52 95
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=31
num_cat=0
split_feature=68 5 10 95 15 96 114 92 71 84 77 85 59 8 12 117 100 69 39 131 98 117 38 24 99 112 18 26 94 35
split_gain=0.0509477 0.229588 0.116357 0.194767 0.196901 0.252917 0.408265 0.23185 0.178273 0.165242 0.176837 0.170642 0.159282 0.151179 0.139707 0.118581 0.120811 0.0991273 0.256658 0.284756 0.320675 0.256518 0.231346 0.359495 0.208434 0.19491 0.182439 0.211261 0.244988 0.260383
threshold=0.00064626874518580746 0.064669914543628707 0.0031340263085439806 0.014740333426743748 0.00017767510871635753 0.00017767510871635753 0.0012745757703669371 0.088838413357734694 0.015200819820165636 0.00044738779251929378 0.0013146653072908523 0.00093549740267917525 0.0038949446752667431 0.00017767510871635753 0.00087947337306104611 0.014293605927377941 0.0018488886416889729 0.00039601318712811922 0.00064626874518580746 0.00017767510871635753 0.00096484774257987748 0.0084566329605877417 0.00040826165059115743 0.001792412775103003 0.0068083447404205808 0.0028552538715302949 0.001792412775103003 0.00060774214216507982 0.00080172589514404546 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 8 12 -6 10 -1 -11 -7 -12 -5 16 -4 -2 19 20 -19 -22 -21 -24 -25 -20 27 28 -27 -30
right_child=17 -3 15 14 5 7 -8 -9 -10 11 13 -13 -14 -15 -16 -17 -18 18 25 22 21 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.0032482133550496093 -0.00026239516502343828 -0.003466703360928062 -0.0016403523260160092 -0.0033400204739082958 0.0061561807720798183 0.00032559139246067823 -0.0011191135360856166 -0.0022119388275894697 0.002327983631427063 0.0041240684821330486 0.0025389799313003197 -8.0997482384305512e-05 0.0020450997252661834 -0.0010554291621776644 0.0003269730450919195 -0.0035010875810703307 0.0015330558197654697 0.0051657421641982462 -0.00020341811205089278 0.0010037001557094605 -0.0016091380481733344 0.0023206725820986607 -0.0051703812213684574 -0.001749656476963055 0.0024501870945263069 -0.002107895001221802 0.0022853414623233339 -0.0012046424675950793 0.0035323787856424899 0.0003077339493559487
leaf_weight=65.561970949172974 3246.5328114032745 39.809636116027832 64.667597770690918 52.399042844772339 66.203674554824829 331.73025965690613 46.184552431106567 61.457078695297241 56.251265525817871 36.025595664978027 39.07568883895874 73.037808179855347 226.72562623023987 116.37881517410278 51.504669666290283 34.282971143722534 55.930413722991943 69.207645893096924 3529.283096075058 309.94445157051086 57.352186441421509 150.47729897499084 44.235380172729492 66.937621831893921 52.88032054901123 51.504669666290283 148.78079628944397 159.10017895698547 108.44376063346863 148.0929708480835
leaf_count=42 1587 28 40 30 26 173 27 35 19 13 22 50 106 75 28 20 27 24 1827 133 28 51 27 32 18 28 69 79 42 74
internal_value=0 0.000276675 0.000384865 0.000548434 0.000740774 0.00116996 0.0028868 0.000702914 0.00439765 -0.000284538 -0.0010704 0.00130801 0.00102369 -0.000151924 -0.00152231 -0.00090625 -0.000168603 -4.81545e-05 9.39013e-05 0.000944372 0.00221786 0.00123621 0.000200057 -0.00131826 0.000103898 -6.01883e-05 0.00076053 0.00027489 0.00103905 0.00167086
internal_weight=0 1417.23 1377.42 1222.54 1118.63 788.552 168.639 619.913 122.455 330.08 221.016 109.063 558.456 155.455 103.904 154.881 120.598 8142.77 4896.24 751.035 277.037 207.829 473.998 164.053 119.818 4145.21 615.922 467.142 308.041 256.537
internal_count=4780 761 733 646 588 386 72 314 45 202 139 63 279 97 58 87 67 4019 2432 313 103 79 210 77 50 2119 292 223 144 116
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=31
num_cat=0
split_feature=141 59 5 12 99 94 61 121 83 131 149 21 124 149 108 47 113 124 125 25 142 1 98 77 103 99 58 143 141 17
split_gain=0.0483024 0.220729 0.36662 0.255712 0.239473 0.229969 0.305051 0.248431 0.260745 0.247777 0.23085 0.184927 0.181861 0.280367 0.1995 0.177427 0.173512 0.159807 0.158479 0.164393 0.15751 0.139776 0.124136 0.0913209 0.0907171 0.165962 0.179542 0.122574 0.125977 0.0994799
threshold=0.00046126570669002836 0.0044099434744566688 0.00038414125447161501 0.0012357163941487672 0.010500331409275534 0.0012745757703669371 0.0084566329605877417 0.002945306478068233 0.0014427106943912806 0.0037758676335215573 0.00060774214216507982 0.0026012937305495147 0.0045489775948226461 0.00017767510871635753 0.0038949446752667431 0.0036604277556762104 0.0010585968848317864 0.00087947337306104611 0.0031340263085439806 0.00062670491752214741 0.0014427106943912806 0.0013986918493174019 0.0011261500185355546 0.0020292587578296666 0.0049928687512874612 0.00017767510871635753 0.011519505176693203 0.0079489401541650313 0.0020932231564074759 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 12 6 7 8 23 10 -10 16 13 -3 -15 -14 18 20 19 -7 -9 -20 -8 -1 29 -26 27 28 -27 -2
right_child=24 2 3 -5 -6 11 22 17 9 -11 -12 -13 15 14 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00061280297124955026 -5.8320840373718555e-05 0.004373512278999638 -0.0062128912846070999 -0.00076612571370000175 -0.0036329291976601348 0.00040951417376606418 0.00013839553953648751 0.0029934682270359998 -0.0020787146525950415 0.00010353734819126778 -0.0056485529612365602 0.0032288277479739442 0.00020071413979790362 -0.0020524222338233443 0.0015631199125492993 -0.0043404530707594922 -0.0019736176831264031 -0.001767480775632424 -0.0028016314055119011 0.0035996939160563056 -0.00073920202796825152 0.0016178286089224556 0.0035476901277021406 0.0029293181735326633 -0.0030876560388584367 0.00077150546165789509 0.0018281364282226181 -0.0037901658514353318 -0.0019857194875093388 0.00030926176966880104
leaf_weight=44.235380172729492 4835.1963946819305 45.611031055450439 54.348215103149414 35.7047438621521 50.610296487808228 80.948801279067993 49.715923309326172 74.734310865402222 121.65281057357788 67.831995010375977 72.143435001373291 81.476200819015503 48.661124229431152 70.308566808700562 83.425373077392578 38.54828929901123 55.769987821578979 50.610296487808228 39.809636116027832 80.581827640533447 45.450605154037476 32.494224786758423 57.673038244247437 30.912026166915894 62.191025972366333 92.322983026504517 76.683483123779297 33.228172063827515 75.147406339645386 2971.9722518920898
leaf_count=27 2411 17 30 21 26 35 24 32 65 34 48 34 26 33 34 23 31 26 28 32 21 16 20 19 41 43 32 22 46 1483
internal_value=0 -0.00026984 -0.00121916 -0.00405332 -0.000462184 0.000141467 -0.000451687 -0.000963916 -0.00175167 -0.0024973 -0.00340764 0.00112445 9.7822e-05 0.000930956 -9.04095e-05 -0.00180657 0.000532413 0.000589389 0.00113011 0.00200098 0.00158188 -0.000815473 0.00196935 0.000844255 4.68106e-05 -0.000753213 -0.000229814 -0.00101612 -0.000465718 8.16076e-05
internal_weight=0 1413.26 427.218 90.053 337.165 986.04 614.96 507.571 336.776 261.628 193.796 371.081 286.554 199.345 153.734 87.2094 289.604 170.795 233.834 161.531 120.185 72.3039 107.389 75.1474 8146.74 339.573 277.382 200.699 167.47 7807.17
internal_count=4780 702 210 51 159 492 316 272 193 147 113 176 133 84 67 49 142 79 111 67 53 44 44 46 4078 184 143 111 89 3894
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=31
num_cat=0
split_feature=120 4 18 136 81 63 15 80 71 100 0 33 147 146 135 52 44 80 120 50 20 10 119 27 8 31 93 50 43 63
split_gain=0.0481858 0.0957259 0.103883 0.0630567 0.243236 0.189957 0.302559 0.236808 0.177815 0.22393 0.279269 0.291955 0.254138 0.223304 0.226359 0.314044 0.189992 0.163893 0.150629 0.249687 0.26564 0.124855 0.138301 0.147384 0.183497 0.124366 0.119234 0.234595 0.178858 0.113175
threshold=0.0025217677466571335 0.001792412775103003 0.00052132029668428015 0.000490355829242617 0.00017767510871635753 0.00052132029668428015 0.019431582652032379 0.0025217677466571335 0.02129978779703379 0.00099512818269431613 0.0038949446752667431 0.00093549740267917525 0.015200819820165636 0.018276390619575981 0.0012357163941487672 0.0015349716995842757 0.0084566329605877417 0.00062670491752214741 0.00040826165059115743 0.010500331409275534 0.00055427959887310873 0.0020292587578296666 0.00087947337306104611 0.0032328735105693345 0.0015833032084628942 0.0056525857653468856 0.18012819439172748 0.05109804309904576 0.0014881226234138014 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 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 18 -5 6 7 17 9 12 11 -11 29 14 15 -10 -16 -6 26 21 -21 -20 23 24 -23 -12 -1 28 -28 -7
right_child=1 2 -4 4 5 8 -8 -9 13 10 25 -13 -14 -15 16 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.9208215794778025e-05 -0.0008851586181876335 0.0023383012978820069 -0.00043993233560770209 0.0034014834077940592 3.7936080124568185e-05 -0.0043007233155639406 -0.0044771283552829735 0.0014129634420415706 -0.002094721362306718 0.0034029821612660697 -0.0012105246879758264 0.00015298263249383641 0.00079081346951188512 -0.0025658803044165861 -0.0014010863652950715 0.002134708739823583 0.00085133304005892494 -0.0045313850103412563 0.0021877210641540906 0.0049931250922440745 0.00060391356941033158 0.00037984601277173461 0.0012406145200484272 0.00069414246338376801 -0.0040250667227572185 0.00055917765324509257 -0.0021831393678015949 -0.0044580909882495608 0.0022449482925308603 -0.00183217597405911
leaf_weight=6332.2027599811554 63.933650493621826 101.86229658126831 50.243322849273682 45.08363151550293 36.232143402099609 68.565942287445068 67.831995010375977 80.742253541946411 50.977270126342773 85.901944875717163 498.39851951599121 353.33158040046692 72.991686344146729 57.719160079956055 175.42750430107117 315.69972467422485 200.76674365997314 42.813607454299927 61.617504596710205 66.364100456237793 71.730339527130127 37.814342021942139 91.428609848022461 63.933650493621826 63.085399150848389 123.9689564704895 46.711951971054077 44.235380172729492 44.55623197555542 143.8276526927948
leaf_count=3224 34 36 23 18 20 40 34 28 29 33 282 169 39 31 85 111 85 26 31 22 34 17 41 34 43 68 26 27 19 71
internal_value=0 0.000738244 0.0014206 -1.70687e-05 -0.000236756 -0.000305814 -0.00167928 -0.000491555 -0.000160242 -0.000510996 -0.000176739 0.000788593 -0.00175439 0.0004299 0.000662664 0.00154671 -0.000199019 -0.00243695 5.97265e-05 0.000938063 0.00271324 0.000166885 -0.00031902 -0.00118411 -0.00237423 -0.000858019 -2.19634e-06 -0.00146976 -2.13904e-05 -0.00262908
internal_weight=0 216.039 152.106 9343.96 2420.28 2375.2 227.62 159.788 2147.58 1346.99 1061.6 439.234 285.385 800.59 742.871 366.677 376.194 79.0458 6923.68 455.974 138.094 317.88 256.262 164.833 100.9 622.367 6467.71 135.504 91.2682 212.394
internal_count=4780 93 59 4687 1169 1151 108 74 1043 702 552 202 150 341 310 140 170 46 3518 222 56 166 135 94 60 350 3296 72 45 111
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
Column_117=134
Column_140=126
Column_101=120
Column_50=118
Column_80=118
Column_71=108
Column_99=108
Column_58=98
Column_60=94
Column_29=92
Column_95=92
Column_53=91
Column_108=85
Column_98=80
Column_141=76
Column_40=73
Column_150=73
Column_20=72
Column_94=72
Column_112=71
Column_11=70
Column_51=68
Column_78=66
Column_93=66
Column_39=65
Column_135=65
Column_4=64
Column_36=64
Column_107=63
Column_27=62
Column_37=62
Column_44=62
Column_15=61
Column_109=60
Column_110=60
Column_133=60
Column_45=59
Column_18=58
Column_52=58
Column_63=58
Column_75=58
Column_8=57
Column_143=57
Column_92=56
Column_106=56
Column_96=55
Column_144=55
Column_87=54
Column_100=54
Column_118=54
Column_0=53
Column_72=53
Column_83=53
Column_22=52
Column_24=52
Column_68=52
Column_79=52
Column_82=52
Column_10=51
Column_19=51
Column_116=51
Column_124=51
Column_146=51
Column_121=50
Column_148=50
Column_23=49
Column_59=49
Column_61=49
Column_113=49
Column_142=49
Column_33=48
Column_91=48
Column_1=47
Column_25=47
Column_77=47
Column_102=47
Column_103=47
Column_7=46
Column_12=46
Column_21=45
Column_47=45
Column_128=45
Column_54=44
Column_9=43
Column_34=43
Column_35=43
Column_46=43
Column_81=43
Column_104=43
Column_129=43
Column_147=43
Column_32=42
Column_73=42
Column_85=41
Column_5=40
Column_65=40
Column_69=40
Column_3=39
Column_42=39
Column_76=39
Column_105=39
Column_138=39
Column_145=38
Column_31=37
Column_115=37
Column_131=37
Column_149=37
Column_14=36
Column_17=36
Column_70=36
Column_28=34
Column_43=34
Column_84=33
Column_114=32
Column_127=32
Column_30=31
Column_120=31
Column_125=31
Column_136=31
Column_86=29
Column_38=28
Column_123=28
Column_88=27
Column_122=27
Column_89=25
Column_97=25
Column_62=24
Column_26=21
Column_67=21
Column_119=21
Column_132=19
Column_126=18
Column_2=17
Column_66=13
Column_74=13
Column_134=12
Column_49=11
Column_55=10
Column_137=10
Column_56=7
Column_57=6
Column_90=5
Column_111=5
Column_13=4
Column_48=4
Column_41=3
Column_6=2
Column_130=2
Column_139=2
Column_16=1

parameters:
[boosting: gbdt]
[objective: regression]
[metric: neg_root_mean_squared_error,neg_mean_absolute_error,rmse,l1]
[tree_learner: serial]
[device_type: cpu]
[linear_tree: 0]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.05]
[num_leaves: 31]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 8]
[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: 19053]
[feature_fraction: 1]
[feature_fraction_bynode: 0.5]
[feature_fraction_seed: 13104]
[extra_trees: 0]
[extra_seed: 3265]
[early_stopping_round: 30]
[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: 23075]
[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]
[max_bin: 30]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 440]
[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: ]
[objective_seed: 32363]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
