tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=2
objective=binary sigmoid:1
feature_names=atom_v_bur_frac_3_5_Cs atom_v_bur_frac_3_5_Hs_min lst_pka_pred_nshell3
feature_infos=[0.37022843630000002:0.8390766744] [0.28199754500000002:0.75288165019999997] [18.4579276841:54.915453171400003]
tree_sizes=3342 3346 3356 3358 3358 3359 3355 3357 3352 3359 3358 3369 3371 3366 3375 3361 3360 3370 3366 3372 3373 3382 3373 3375 3371 3405 3383 3357 3376 3354 3364 3390 3392 3384 3380 3378 3384 3375 3369 3368 3382 3363 3390 3386 3384 3360 3379 3392 3386 3389 3391 3388 3378 3387 3407 3401 3410 3385 3381 3376 3396 3369 3384 3408 3399 3387 3405 3407 3382 3398 3377 3373 3405 3416 3404 3411 3389 3420 3397 3386 3398 3399 3362 3390 3397 3412 3426 3397 3406 3421 3405 3432 3370 3395 3402 3384 3405 3386 3382 3395 3390 3382 3385 3408 3393 3405 3394 3394 3410 3389 3403 3399 3401 3401 3383 3394 3399 3427 3435 3426 3430 3417 3422 3423 3420 3403 3411 3403 3435 3427 3422 3436 3423 3400 3403 3427 3409 3414 3430 3397 3419 3407 3394 3412 3426 3399 3437 3426 3425 3408 3407 3423 3428 3414 3434 3418 3450 3416 3400 3406 3413 3426 3427 3433 3387 3415 3417 3436 3409 3409 3412 3456 3405 3431 3426 3436 3426 3406 3427 3415 3447 3446 3440 3426 3432 3420 3417 3428 3433 3450 3417 3445 3419 3432 3427 3438 3424 3428 3436 3447 3428 3430 3419 3456 3432 3442 3445 3439 3443 3457 3418 3453 3434 3439 3406 3455 3445 3459 3442 3458 3442 3423 3451 3426 3429 3418 3462 3434 3414 3440 3425 3438 3448 3421 3450 3432 3431 3423 3432 3431 3447 3420 3446 3417 3447 3429 3430 3457 3451 3430 3443 3430 3437 3429 3444 3462 3448 3455 3435 3443 3447 3445 3434 3460 3422 3425 3445 3421 3410 3471 3442 3453 3408 3430 3440 3451 3457 3446 3449 3456 3424 3426 3432 3424 3410 3455 3457 3449 3447 3432 3431 3436 3432 3449 3450 3456 3449 3435 3431 3439 3447 3458 3478 3448 3470 3466 3446 3450 3456 3435 3469 3458 3416 3430 3437 3436 3429 3434 3444 3434 3448 3437 3465 3455 3443 3466 3482 3462 3461 3456 3455 3473 3445 3457 3439 3473 3472 3433 3451 3460 3448 3471 3464 3465 3456 3468 3473 3453 3482 3461 3457 3476 3447 3476 3452 3450 3481 3431 3468 3469 3425 3449 3451 3447 3434 3452 3451 3463 3457 3470 3440 3439 3470 3450 3460 3472 3448 3434 3436 3443 3467 3478 3446 3461 3436 3438 3460 3458 3483 3450 3444 3441 3479 3468 3484 3436 3471 3489 3470 3481 3450 3474 3460 3475 3458 3477 3449 3489 3459 3469 3437 3475 3475 3459 3460 3484 3482 3467 3489 3442 3479 3490 3483 3462 3467 3446 3478 3474 3503 3455 3456 3495 3447 3493 3482 3445 3480 3488 3501 3464 3484 3456 3461 3505 3469 3453 3456 3485 3487 3487 3465 3488 3465 3478 3466 3479 3470 3465 3460 3500 3482 3486 3485 3491 3479 3482 3489 3516 3483 3480 3463 3482 3477 3466 3472 3474 3499 3486 3499 3483 3510 3472 3478 3494 3488 3484 3505 3470 3479 3490 3486 3480 3463 3469 3500 3489 3496 3481 3480 3487 3500 3478 3456 3475 3489 3489 3497 3499 3494 3509 3480 3469 3459 3506 3489 3473 3472 3492 3480 3484 3484 3503 3517 3492 3499 3493 3482 3470 3494 3486 3461 3496 3468 3509 3487 3487 3514 3503 3508 3493 3482 3500 3507 3498 3494 3497 3502 3484 3492 3503 3512 3508 3479 3483 3502 3509 3500 3512 3499 3501 3489 3497 3506 3500 3502 3457 3504 3489 3470 3459 3509 3490 3492 3489 3485 3505 3524 3483 3507 3490 3502 3490 3497 3501 3503 3509 3529 3509 3491 3481 3519 3505 3551 3519 3524 3500 3489 3510 3514 3498 3509 3507 3489 3512 3519 3507 3487 3481 3482 3500 3480 3524 3525 3486 3480 3534 3522 3503 3524 3495 3504 3487 3500 3493 3494 3501 3494 3495 3481 3524 3481 3494 3511 3479 3532 3512 3523 3522 3520 3495 3516 3498 3544 3529 3531 3499 3524 3501 3486 3505 3507 3498 3502 3518 3514 3468 3517 3523 3505 3500 3496 3507 3498 3525 3540 3522 3521 3526 3523 3482 3509 3535 3524 3516 3514 3542 3490 3509 3507 3529 3546 3524 3516 3499 3496 3510 3544 3524 3534 3527 3539 3505 3535 3511 3520 3518 3531 3524 3504 3550 3531 3509 3524 3538 3529 3515 3509 3524 3531 3505 3510 3534 3512 3534 3531 3519 3537 3515 3536 3522 3499 3530 3521 3541 3514 3530 3543 3555 3547 3524 3534 3515 3497 3526 3490 3514 3503 3524 3520 3528 3523 3537 3529 3515 3515 3511 3519 3502 3528 3519 3519 3520 3529 3516 3529 3538 3537 3502 3535 3534 3557 3528 3535 3514 3548 3535 3554 3535 3528 3512 3526 3514 3522 3499 3508 3505 3520 3533 3507 3528 3516 3523 3514 3546 3530 3518 3517 3512 3513 3516 3538 3542 3528 3546 3553 3532 3542 3539 3545 3532 3541 3542 3519 3528 3528 3542 3550 3531 3538 3557 3539 3535 3538 3553 3530 3548 3546 3537 3545 3544 3539 3542 3542 3522 3544 3537 3537 3537 3538 3522 3513 3547 3540 3540 3560 3544 3563 3541 3544 3548 3558 3531 3533 3541 3552 3548 3550 3542 3545 3583 3550 3541 3546 3527 3522 3532 3550 3525 3549 3525 3522 3553 3523 3533 3545 3544 3547 3550 3550 3540 3535 3533 3548 3542 3557 3560 3550 3529 3540 3535 3550 3548 3554 3548 3522 3540 3546 3527 3546 3547 3541 3542 3553 3550 3556 3548 3543 3539 3560 3555 3544 3545 3545 3541 3561 3569 3575 3547 3555 3539 3542 3539 3534 3545 3547 3560 3536 3548 3572 3574 3541 3559 3555 3560 3533 3534 3533 3566 3527 3552 3565 3538 3543 3563 3549 3527 3547 3560 3532 3557 3545 3550 3538 3532 3557 3544 3564 3540 3569 3542 3536 3558 3539 3564 3555 3535 3547 3540 3562 3531 3567 3561 3553 3548 3553 3562 3565 3557 3546 3549 3533 3559 3551 3553 3540 3561 3553 3563 3560 3543 3543 3542 3553 3563 3565 3552 3566 3559 3555 3546 3582 3566 3576 3568 3585 3559 3538 3573 3556 3559

Tree=0
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 0 2 2 2 2 0 1 0 2 1 0 0 0 1 2 1 1 1 2 1 0 1 1 2
split_gain=667.187 487.302 181.483 128.221 82.2806 61.1435 113.451 47.5515 47.3002 42.0454 32.8033 32.1934 27.4812 26.1919 38.127 28.2163 25.3502 31.6303 24.1584 28.0394 19.3738 18.6334 16.0868 15.7728 27.7757 16.4226 14.9207 12.3731 29.8474 12.275
threshold=0.39091643965000006 0.47700667645000011 0.57619532350000013 0.53544804050000006 43.89540535710001 0.34452561300000012 0.42569084760000003 38.244973486750006 48.226196960950006 44.421469061800003 39.525197829750006 0.44284602260000011 0.40667944075000007 0.47883296910000012 42.006870117350005 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.54499865270000014 0.43590012275000006 47.927946529500012 0.45280081435000008 0.46280051495000007 0.34575312120000007 41.289992964000007 0.34545372890000009 0.4778150355000001 0.39587138110000003 0.39476362980000007 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 27 7 6 8 12 -1 13 -8 -12 -5 14 -3 23 17 -17 -9 -20 -11 -21 -23 24 -15 29 -16 28 -2 -26
right_child=2 9 -4 4 -6 -7 10 18 -10 20 11 -13 -14 15 26 16 -18 -19 19 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.1806556805334546 -0.15197894094634301 0.11389994430266902 -0.19350151106970637 0.093431083209263008 -0.17493187763358115 -0.17149972249438375 0.13724158086945204 0.10939576853813503 0.036218487288074003 -0.13496552364954731 0.10373004729603162 -0.14475238247248348 -0.14512772692757522 0.16151933616503553 0.00095488697686902312 0.091665036714712891 0.10713423343607067 -0.20000004713406366 -0.07756863422602138 0.089653524191478595 0.093431083209263063 -0.15517693854973613 0.061734741631355262 0.16174271069349966 0.037143241463274627 -0.045248816399957585 -0.20000004713406366 -0.18350087479841709 0.13386212180592161 0.15551907516717817
leaf_weight=46.897188276052475 18.891618177294735 37.571053057909012 139.60011817514896 6.1833684891462353 24.126117452979088 53.051816895604134 29.590535685420036 44.959705770015717 12.801654264330862 9.299639165401457 9.9561685323715228 10.947025641798971 22.043813690543175 56.043245792388916 10.533663257956507 8.2944121211767179 56.12115852534771 6.7393083125352851 22.229500934481621 40.716063603758812 6.1833684891462317 6.7464932799339277 6.9321805238723755 209.82341006398201 19.127600193023682 11.724577546119688 5.690971463918685 54.984358251094818 4.5287970453500739 16.161091923713684
leaf_count=301 114 93 920 17 153 334 64 114 45 54 26 65 131 103 42 23 144 45 112 114 17 41 22 385 67 54 38 355 10 31
internal_value=-5.18475e-08 0.0648499 -0.102015 -0.0514023 -0.00354376 -0.083297 -0.0408321 0.0240572 -0.13415 0.1182 0.0694977 -0.0264005 -0.0928697 0.123927 0.0585773 0.133081 0.0762413 -0.0390824 0.0512032 0.0170583 -0.043752 0.0557296 -0.0452488 0.146007 0.11397 0.057288 -0.0695323 -0.157574 -0.096706 0.0913556
internal_weight=1008.5 616.558 391.942 252.342 173.937 163.244 110.193 149.811 59.6988 453.313 50.4937 20.9032 28.2272 437.83 53.7957 384.035 71.1549 15.0337 121.584 76.6242 15.483 54.3947 13.6787 312.88 103.057 47.0133 16.2246 78.4048 23.4204 35.2887
internal_count=4034 1931 2103 1183 704 835 501 551 346 1096 155 91 148 1025 173 852 212 68 403 289 71 177 63 640 255 152 80 479 124 98
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 2 2 2 2 1 1 0 2 2 1 0 1 2 1 1 2 1 1 2 2 1 1 1 2
split_gain=543.982 397.267 149.216 105.092 66.1112 52.6406 80.041 44.1786 39.828 32.8762 31.8824 31.6106 21.131 26.6106 20.5911 19.079 17.3552 22.7587 15.1353 15.1268 13.6731 24.0372 13.1083 12.6638 12.1911 11.9808 11.6302 24.1002 9.61483 17.2518
threshold=0.39091643965000006 0.47736594710000008 0.57619532350000013 0.53475943835000017 43.89540535710001 0.42314601355000009 41.872294782850005 48.226196960950006 38.244973486750006 47.927946529500012 0.37078231190000005 0.34548366815000003 0.47883296910000012 42.066503896600004 40.377444152000002 0.40667944075000007 0.54499865270000014 0.43590012275000006 43.426640904350009 0.45280081435000008 0.34575312120000007 41.289992964000007 0.46280051495000007 0.34545372890000009 38.064633603500006 48.96897326980001 0.39587138110000003 0.39476362980000007 0.37977904855000005 37.784765830350004
decision_type=2 2 2 2 2 2 2 2 2 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 26 8 7 11 -1 15 -8 12 24 13 -3 28 -5 -10 -18 -15 -19 21 -14 -21 -23 -7 -9 27 -2 29 -12
right_child=2 10 -4 4 -6 6 9 25 16 -11 14 -13 20 18 -16 -17 17 19 -20 22 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.17302099386645076 -0.13682358656183422 0.10754011127399801 -0.17584729885465755 0.060784373643681749 -0.15869099372489229 0.14001043898382096 -0.14584029420524827 0.13028343464843009 0.092645707709005015 0.14204105907566597 0.11005129436832187 -0.11938434911220881 0.14635286999407995 -0.15050239697858306 -0.027826141687513864 -0.13132942701661937 -0.069920684206374678 0.080856476753120118 0.081584852196676494 -0.14053288102585762 0.14624173305192795 0.079090374199050489 0.055616232546510019 -0.040745513873052155 0.040996272806176598 -0.063238396951535228 -0.17163580892357999 0.12103651585851079 0.10540483052495511 -0.13512585279763165
leaf_weight=56.918186381459236 18.485147491097454 29.33117014169693 138.30147013068199 6.7639285475015667 23.942482724785805 22.243746772408485 43.658189073204994 6.3382368981838209 46.912491768598557 4.3633977472782126 6.6230064332485181 8.9379555583000165 55.679308831691742 7.8954977393150312 22.61809404194355 21.928148239850998 22.19609597325325 40.634355425834656 4.3623705953359604 6.7060420513153058 211.31325313448906 35.632017448544502 6.9255797863006592 11.718577980995176 28.199754670262337 6.4592199325561523 52.140813052654266 4.5085695385932913 45.886486023664474 5.0646156817674637
leaf_count=375 112 71 920 21 153 44 269 14 124 9 16 52 103 49 99 131 112 114 13 41 392 101 22 54 96 31 343 10 113 30
internal_value=-6.90136e-06 0.0586901 -0.0924346 -0.0465004 -0.00423583 -0.0676083 -0.023686 -0.135274 0.0200827 -0.119682 0.109982 0.053946 0.122816 0.0558294 0.05302 -0.0860401 0.0447627 0.0153846 -0.0679064 0.0502765 0.131679 0.10181 -0.0408788 0.0494327 0.0846579 0.0326078 -0.145509 -0.0862628 0.0847806 0.0038083
internal_weight=1002.69 613.243 389.445 251.144 176.009 177.119 107.403 69.7156 152.067 48.0216 436.124 59.3815 355.932 41.589 80.1922 28.6921 123.375 76.4621 12.2579 54.266 314.343 103.03 13.6316 47.3506 50.4435 12.7975 75.1345 22.9937 57.5741 11.6876
internal_count=4034 1931 2103 1183 718 890 470 420 565 278 1041 192 783 133 258 152 413 289 62 177 650 258 63 155 140 45 465 122 159 46
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 0 2 2 2 1 1 1 0 2 1 0 0 0 1 2 1 1 0 1 2 2 0 0 2
split_gain=448.289 329.173 125.81 88.1517 55.712 42.8674 76.4164 32.4361 31.4738 30.3627 24.152 36.9327 18.8452 16.8948 24.7912 19.2868 18.1758 24.1424 16.3232 18.5352 15.501 12.8427 14.8467 11.9623 11.0364 19.1259 12.4396 9.85314 22.4319 9.76188
threshold=0.39091643965000006 0.47700667645000011 0.57619532350000013 0.53544804050000006 43.89540535710001 0.34452561300000012 0.42569084760000003 48.226196960950006 38.244973486750006 44.421469061800003 0.33750486510000005 0.32388251845000005 0.40667944075000007 0.47883296910000012 42.006870117350005 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.54499865270000014 0.43590012275000006 47.927946529500012 0.45368402140000008 0.46280051495000007 0.4778150355000001 0.34575312120000007 41.289992964000007 43.018222997350009 0.48244064550000004 0.48637765340000011 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 6 7 -1 12 13 11 -8 -5 14 -3 24 17 -17 -10 -20 -11 -21 -23 -16 25 -15 27 -27 -29 -9
right_child=2 9 -4 4 -6 -7 10 29 18 20 -12 -13 -14 15 23 16 -18 -19 19 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.15097136893563895 -0.13184896804270127 0.094745213850510809 -0.16239571950160372 0.078504993109077936 -0.14586017180387864 -0.14436888035583836 0.092688208777513797 0.11806484023189212 0.090174135089112928 -0.12220923645588751 0.12034417058327512 -0.16591816245891511 -0.11991914721887115 0.13410123657380213 0.0087444400490651192 0.078891162040483714 0.089207763979396504 -0.17752993697586711 -0.063188723898756211 0.071690136348124905 0.082651640650848679 -0.17440032556979804 0.050185527233070348 -0.17291181360991112 0.134321025516212 0.051865393377833385 0.11863333459239699 -0.20054441790814659 0.086499956432393499 -0.056904770004308859
leaf_weight=45.504280060529709 76.319747343659401 37.170848056674004 134.94530609250069 6.1467498987913158 23.467043548822403 51.772587329149246 12.721894174814226 6.2965752929449064 44.503987967967987 9.235242232680319 27.344341695308685 9.7585520297288877 21.627927497029305 54.735927522182465 10.488751247525217 8.2464127093553525 55.576446428894997 6.6187861114740363 22.109048157930374 41.893936768174171 6.1552394926547995 5.1287451386451703 6.9083690643310547 5.539618954062461 204.92536169290543 19.815406277775768 15.954916521906851 5.8247609883546811 5.1117176860570908 6.4601592421531677
leaf_count=301 479 93 920 17 153 334 33 14 114 54 60 62 131 103 42 23 144 45 112 120 17 35 22 38 385 64 35 39 14 31
internal_value=-2.78265e-05 0.0535507 -0.0846871 -0.0424212 -0.00269094 -0.0695467 -0.0337072 -0.111465 0.0199613 0.0977316 0.0572161 -0.0195704 -0.0760064 0.102671 0.0499183 0.110119 0.062937 -0.0352813 0.0420733 0.0139214 -0.0402776 0.0455327 -0.0455055 -0.0540384 0.120967 0.0939911 0.0469859 0.00981318 -0.0663797 0.0294582
internal_weight=988.309 605.258 383.051 248.106 171.786 159.858 108.086 58.261 148.319 445.399 49.8248 22.4804 27.7747 430.009 53.1992 376.81 70.4416 14.8652 120.544 76.0401 15.3905 53.9311 12.0371 16.0284 306.368 101.443 46.7068 30.7519 10.9365 12.7567
internal_count=4034 1931 2103 1183 704 835 501 346 551 1096 155 95 148 1025 173 852 212 68 403 289 71 177 57 80 640 255 152 117 53 45
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 0 2 2 2 2 0 1 0 2 1 1 0 0 0 0 2 1 1 0 1 2 2 2 1
split_gain=372.218 272.538 108.25 73.4946 46.4965 36.2628 60.3879 27.6139 26.5403 25.8712 25.2198 20.8251 15.595 14.3277 20.3629 16.5559 15.1867 17.397 13.4223 16.0271 17.8548 12.7042 11.6015 10.3326 10.3096 9.58241 16.369 10.3059 9.49772 9.21464
threshold=0.39091643965000006 0.47700667645000011 0.57619532350000013 0.53544804050000006 43.89540535710001 0.34479506600000004 0.42569084760000003 48.226196960950006 39.952536079750011 38.244973486750006 44.421469061800003 0.44284602260000011 0.40667944075000007 0.47883296910000012 42.006870117350005 0.37078231190000005 0.37977904855000005 0.5054040298000001 0.54499865270000014 0.56719858685000013 0.5718990449500001 47.927946529500012 0.34542378970000004 0.43590012275000006 0.55832160710000012 0.34575312120000007 41.289992964000007 43.018222997350009 42.283941020600004 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 2 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 29 9 6 7 -1 -8 12 13 -10 -5 14 -3 25 17 -17 -11 23 -21 -12 -16 -20 -25 26 -15 28 -28 -2
right_child=2 10 -4 4 -6 -7 8 -9 11 18 21 -13 -14 15 22 16 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.14061267256706722 -0.068317250501987434 0.086331712949849593 -0.15178907691183002 0.071219200967619301 -0.13537353882450837 -0.13763771525488999 0.10432345717078169 0.026740748576785812 0.074190779080582928 0.082108593479610553 -0.11137722920817927 -0.12582415537872665 -0.11021935450994312 0.12388605807458219 -0.1741007544765428 0.094251801972559904 0.08510127377259806 -0.10406573775567365 -0.077691477882185001 0.11319028338621773 -0.063168780408292366 0.074879150421451601 0.0093741354875531337 0.10206075641534994 -0.031797840442130847 0.12409628381954417 0.049727591627445028 0.10848442187538938 -0.067048903162380533 -0.14480616367091101
leaf_weight=44.527898326516151 22.601798474788666 36.736411407589912 130.1791240721941 6.1003974527120617 22.790897324681282 46.933113411068916 30.932508021593094 12.663646310567854 9.0593698024749774 44.013424694538116 9.1254922449588758 12.236656889319418 21.200142800807953 53.393066167831421 5.0665128231048575 7.5970224589109447 51.431508511304855 10.588461130857466 20.489309445023537 22.747297123074535 7.6783635020256034 6.1166798174381247 10.777277722954748 9.2188083231449145 15.307882860302923 199.88681536912918 19.903967127203945 15.714937046170233 10.713748797774313 51.954311743378639
leaf_count=304 124 93 920 17 153 314 71 45 25 114 54 76 131 103 35 19 132 61 110 53 36 17 45 22 68 385 65 35 52 355
internal_value=-5.41313e-05 0.0492014 -0.0781464 -0.0388729 -0.00248656 -0.0641041 -0.0325636 -0.103556 0.0451753 0.0181506 0.0897359 -0.0407374 -0.0696763 0.0943023 0.0454631 0.101257 0.0573283 -0.0212182 0.0382227 0.0126192 0.0686835 -0.0366326 -0.0492973 -0.0252738 0.0185154 0.111464 0.0861454 0.0426537 0.00886517 -0.121618
internal_weight=967.687 593.405 374.282 244.103 169.547 156.353 109.42 57.1915 52.2285 146.756 437.052 21.296 27.3005 421.81 52.5802 369.23 69.617 18.1855 119.455 75.4417 30.4257 15.2422 15.8438 45.016 24.5267 299.613 99.7257 46.3327 30.6177 74.5561
internal_count=4034 1931 2103 1183 704 835 521 349 172 551 1096 101 148 1025 173 852 212 80 403 289 89 71 80 200 90 640 255 152 117 479
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 2 2 2 2 0 0 2 1 0 0 0 0 1 1 1 2 1 2 2 2 0 0 0
split_gain=310.781 226.73 94.5259 63.0382 30.8248 50.5436 28.7569 24.7053 23.7355 21.9557 21.0386 17.2444 12.2823 16.7739 14.4201 13.6701 17.5646 10.8118 9.91267 9.88562 9.76393 8.49467 14.2279 8.99046 8.18415 12.6264 8.03069 7.37419 11.0822 13.0999
threshold=0.39091643965000006 0.47700667645000011 0.57619532350000013 0.5296248615500001 0.34479506600000004 0.42569084760000003 43.89540535710001 38.244973486750006 48.226196960950006 39.952536079750011 44.421469061800003 0.44284602260000011 0.47883296910000012 42.006870117350005 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.50889194935000015 0.4778150355000001 0.39670967935000007 0.4019490434500001 0.34575312120000007 41.289992964000007 0.34545372890000009 42.824128352900011 41.919251152600005 48.96897326980001 0.53544804050000006 0.54499865270000014 0.56719858685000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 19 -1 -7 12 -11 13 -3 21 16 -16 -12 -15 -5 -8 22 -14 24 25 -24 -10 -9 -29 -30
right_child=2 10 -4 6 -6 9 20 27 26 11 17 -13 14 18 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.1318172943890516 -0.12696605566667327 0.078896490473693931 -0.14319538957486488 0.073194282630602223 -0.12856616849332639 0.095756010314389128 -0.025000315295580878 -0.060000751387666112 0.10549565478428267 0.067461045408623535 0.036672865094637262 -0.11592757724137071 0.11514314969227467 0.011376764483294596 0.062951060176049012 0.075243250945282905 -0.15992806428482551 -0.13600000499726156 -0.15721106521503636 -0.096226806520251049 -0.15398614326921081 0.11534791419648192 0.083019429707658562 -0.037275774998914407 0.11858259478620901 -0.086016099585605785 -0.053923433862350184 0.074960148268760574 -0.022909011601756145 0.062357527063233754
leaf_weight=42.836341023445129 57.555674761533737 36.206476241350174 124.48471309244633 3.9810921996831921 45.304280355572701 30.359925717115402 9.3293068408966082 8.8234408646821958 6.1891498118638975 8.9714193940162676 8.9268652945756894 11.967019379138945 51.786013245582581 10.444854378700255 8.0933911204338056 54.348219722509384 6.2792228907346717 6.1068602949380866 5.2361083775758734 25.53059709072113 15.821049898862837 193.85553872585297 11.936741352081301 11.631288304924963 15.402780607342718 7.0164950788021079 6.4560590386390686 43.420845210552216 44.70023737847805 30.185667589306831
leaf_count=304 393 93 920 11 314 71 52 51 14 25 33 76 103 42 23 144 45 38 38 157 116 385 32 54 31 35 31 114 200 89
internal_value=-8.26905e-05 0.0454063 -0.0725179 -0.0357585 -0.0594494 -0.0301247 -0.00688207 0.00905473 -0.0962802 0.0414255 0.082729 -0.0373517 0.0869666 0.0414786 0.0935164 0.0523073 -0.0344222 -0.0334687 -0.0449172 -0.0733721 -0.10614 0.103227 0.0791953 0.0387147 0.0644415 0.0204424 0.0241036 0.0281891 0.0347664 0.011461
internal_weight=943.188 579.355 363.833 239.348 152.084 106.78 181.792 156.642 55.4815 51.2984 427.271 20.9384 412.237 51.8874 360.35 68.7208 14.3726 15.0337 15.681 29.5117 25.1504 291.629 97.7733 45.9873 34.356 18.9532 12.6452 127.13 118.307 74.8859
internal_count=4034 1931 2103 1183 835 521 790 622 349 172 1096 101 1025 173 852 212 68 71 80 168 168 640 255 152 98 67 45 454 403 289
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 2 2 2 2 2 0 2 1 1 2 1 0 0 2 0 1 1 1 2 1 2 1 0 1
split_gain=260.557 109.389 164.748 56.4632 27.0936 43.634 26.4307 25.1639 23.8032 22.9234 17.7058 10.6058 13.8571 13.3839 12.0893 10.3377 10.3278 15.0799 14.0478 10.2589 9.86383 9.67999 8.83383 8.41621 7.37334 16.7351 22.4721 14.7048 13.1824 10.7288
threshold=0.5718990449500001 0.47700667645000011 0.39091643965000006 0.5296248615500001 0.34479506600000004 0.42018203045000008 39.952536079750011 44.952171034750002 43.89540535710001 40.280372415600006 44.421469061800003 0.47883296910000012 42.006870117350005 0.35862698720000002 0.34584293880000011 41.289992964000007 0.44805544745000009 0.54646567465000018 0.53544804050000006 47.927946529500012 0.5696985120000001 0.34542378970000004 0.32388251845000005 0.4019490434500001 36.620308449100001 0.36945001650000003 38.625745710700009 0.37078231190000005 0.5216909673500002 0.38370108680000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 7 -7 -1 9 16 11 12 -3 14 15 -13 17 18 -5 -12 -11 -14 -8 -10 -15 26 -26 -27 29 -29
right_child=-2 2 3 8 -6 6 22 -9 23 20 19 13 21 24 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.14598331523523819 -0.13203142482738323 0.072245705204879676 -0.11840577116469171 -0.15687811372706872 -0.12135278452290721 0.092715225593089701 0.015315371832132517 0.0079086612960308621 -0.022678506722820162 0.035753449930903403 -0.098893378357819334 0.10547836010091577 -0.15963208252929184 0.099490795560511949 0.12014535157066504 0.041425379062997793 0.033522847880629189 -0.12398193403023812 0.026246164966507342 0.069895651696966127 0.14185486101747011 0.011753136038774689 -0.10796577496217857 -0.14627382611858025 0.056902370168617468 0.14357923377128071 -0.19954517907909691 0.024845915346816693 0.090532875602033713 -0.12006667358799446
leaf_weight=33.219199657440186 128.69669070839882 35.616915792226791 54.510700076818466 5.1626054346561459 44.408971354365349 31.613716766238213 11.367023512721063 15.622340649366377 9.2598011046648043 71.535600528120995 8.8702564388513547 51.766598924994469 4.7685193866491309 32.223804965615273 133.87561303377151 49.091402992606163 17.879997253417969 19.144624277949333 22.213692620396614 6.061648190021514 9.9850093722343427 10.668872609734533 11.894550442695616 13.603443667292593 7.6743215918540937 17.130643755197525 6.1595709919929504 21.208705529570583 24.4063700735569 6.7303584218025199
leaf_count=257 977 93 386 38 321 77 44 65 52 250 54 108 35 72 253 159 68 124 79 17 17 45 78 105 21 27 38 81 58 35
internal_value=-0.000112925 0.021441 0.0393756 -0.029921 -0.0559936 -0.0280084 0.0331836 -0.0967598 -0.00134393 0.0135209 0.0765491 0.0805273 0.0379469 0.0867338 0.100448 0.0743014 -0.0310721 -0.0558988 -0.0082873 -0.030373 0.0487492 -0.0411867 -0.0477231 -0.0962167 0.058871 0.0431595 -0.0572815 0.063159 0.0368406 -0.0100627
internal_weight=916.372 787.675 639.549 223.295 148.126 103.717 54.8753 48.8415 168.785 145.922 416.254 401.322 51.0543 350.267 234.734 100.858 64.4009 46.5209 27.3763 14.9319 81.5206 15.4374 23.2616 22.8632 115.534 83.31 13.8339 69.4761 52.3454 27.9391
internal_count=4034 3057 2215 1119 842 521 199 322 733 576 1096 1025 173 852 520 267 309 241 117 71 267 80 122 157 332 260 59 201 174 116
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 2 0 1 2 2 2 2 2 0 1 2 1 0 2 1 0 1 0 0 0 1 1 2 0
split_gain=222.496 91.9879 126.772 48.5024 26.1423 39.8482 20.4795 23.6093 22.716 21.9243 20.0436 18.7716 15.1699 21.5833 19.5993 12.6695 9.82325 8.80594 10.7575 8.65557 18.1883 8.55537 8.5361 12.7356 10.8541 7.9424 7.87104 7.63876 7.40579 30.2846
threshold=0.5718990449500001 0.46989611090000011 0.39091643965000006 0.5296248615500001 42.779078631750004 0.47769527860000011 48.226196960950006 0.42018203045000008 0.34398670700000006 35.171584490050009 43.89540535710001 40.280372415600006 42.67709657435001 42.198888176300009 0.48271009850000007 0.37078231190000005 43.018222997350009 0.35862698720000002 0.48637765340000011 41.919251152600005 0.32388251845000005 0.57152480465000022 0.44805544745000009 0.55074698365000019 0.53544804050000006 0.54228915300000013 0.33750486510000005 0.4019490434500001 37.784765830350004 0.50278434775000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 12 -6 7 -1 9 -9 11 22 13 17 -15 16 -7 18 -3 20 -11 -13 23 24 -5 -26 -22 -12 -19 -30
right_child=-2 2 3 10 5 15 -8 8 -10 19 27 21 -14 14 -16 -17 -18 28 -20 -21 26 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.13383422208191642 -0.12542507849813039 0.075088182252356084 -0.11146242392905026 -0.1488301143548206 -0.138089883012359 -0.032344467508011614 0.042315329424854428 0.13189383834482424 -0.12785269865566273 0.10566237870023179 -0.020562586271378663 0.034089381378179399 0.13554579932868083 -0.12160920447772124 0.061958967281113088 -0.040618683398358266 0.090077323239525997 0.081881249071514728 0.12789876645912526 -0.12662189208150951 -0.18767649133244066 0.1487492036829369 0.030154647579179617 -0.12390392973090528 0.059852303346853 -0.055282570277669245 -0.003392487690859008 -0.13997699689059401 -0.20666279149685127 0.051665251214207564
leaf_weight=44.517856605350971 122.26165998727083 143.20848645269871 52.546308241784573 4.9105205014348057 14.293391853570936 7.8004566133022299 15.918097108602522 10.494124010205267 17.808865681290627 8.4112639725208336 9.194944307208063 73.857104822993279 39.297314532101154 10.799147047102453 12.605380728840826 12.983716413378714 41.034201592206955 46.451114058494568 52.790596753358841 7.9185764938592902 4.7312096059322339 7.1363065987825385 17.888860508799553 15.812461808323858 14.982017397880556 9.9844674468040449 4.5433811917901039 12.833438530564306 5.0141588002443305 47.803488448262215
leaf_count=358 977 375 388 38 104 33 53 21 137 19 52 256 72 70 36 63 103 114 94 55 34 11 68 108 45 50 17 105 32 146
internal_value=-0.000133666 0.0198232 0.0343069 -0.0276939 0.0656081 0.012387 -0.0629201 -0.0799396 -0.0354323 0.0101624 -0.00127299 0.0122664 0.076924 0.069695 -0.0227417 0.0471796 0.0705226 0.077022 0.0893122 -0.0397299 -0.000825294 0.044192 -0.0284041 -0.0513317 -0.0129227 0.0138082 -0.0974005 -0.0901318 0.0527559 0.0271413
internal_weight=889.833 767.571 653.228 219.146 434.081 76.1118 114.343 98.4253 53.9074 36.0986 166.6 144.572 357.97 318.672 23.4045 61.8184 48.8347 295.268 195.999 25.6044 17.6859 80.9934 63.5783 45.6895 29.877 24.9665 9.27459 22.0284 99.2688 52.8176
internal_count=4034 3057 2363 1121 1242 303 694 641 283 146 733 576 939 867 106 199 136 761 469 125 70 267 309 241 133 95 51 157 292 178
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 2 1 2 2 1 2 2 0 0 2 0 0 2 1 1 2 2 0 0 1 1 0 2 1
split_gain=190.695 78.19 94.7702 42.2365 39.4129 34.1162 23.5079 18.4183 16.9269 15.3928 13.9337 10.9522 9.39371 10.3776 14.7343 10.2926 8.20317 22.3431 7.97963 7.87231 12.5806 10.1927 12.0411 7.61023 7.41472 10.3212 9.80666 7.30393 7.27004 7.88549
threshold=0.5718990449500001 0.43780126340000008 0.39091643965000006 0.5296248615500001 0.47883296910000012 41.942745071500006 48.226196960950006 0.37078231190000005 43.89540535710001 40.280372415600006 0.36042334060000009 48.96897326980001 43.752965619700007 0.51191581090000016 0.5054040298000001 47.927946529500012 0.47396784530000008 0.44284602260000011 39.110279783550006 0.34575312120000007 0.34545372890000009 41.50623664750001 42.824128352900011 0.5696985120000001 0.54499865270000014 0.42209814075000007 0.39971857130000005 0.54300769440000007 42.360359531950003 0.39408999735000005
decision_type=2 2 2 2 2 2 2 2 2 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 28 5 16 -1 19 9 -5 -7 -8 13 14 -9 -14 17 -3 -19 20 21 -6 -23 24 26 -26 -11 -10 29 -4
right_child=-2 2 3 8 7 10 11 12 27 23 -12 -13 15 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10940521972988133 -0.11962739449127646 0.13644789577560104 -0.14292125749449319 -0.026041311048350658 0.1102440994357469 -0.083125872768451889 0.10992075832822829 0.054497917822422637 0.010059358470370108 -0.047459005518567424 0.11634181972036084 -0.06257273202889177 -0.16053661119282564 0.061809968508555128 -0.15592887865553998 0.046802988822175984 0.071496510817416092 -0.018210599078983186 -0.16424043686394868 0.096200780086016416 -0.0088182149024662489 -0.038341116761573799 0.093843951951187374 0.12510682909131257 -0.12608220639464929 0.020286094121175921 0.085999786415043383 -0.12107789519874435 -0.13850285093757086 -0.017772085596440324
leaf_weight=57.524559050798416 115.70872621238232 8.4314720481634158 7.804287642240527 62.60021711140871 43.415145665407181 39.819694235920906 8.1184021979570371 7.6952673643827421 5.8803252056241062 6.7844723761081687 3.839723825454711 6.7342283427715293 5.1661670356988889 51.643630757927895 5.8626806437969208 4.462102860212326 46.468018218874931 12.928079411387445 5.2662532106041899 176.61549520492554 20.557237982749939 12.836769461631777 14.878893986344336 9.3093331009149534 5.7635194659233084 29.356705367565155 29.215309709310532 15.292934238910673 28.866582974791527 14.186949767172335
leaf_count=449 977 15 62 309 88 276 17 22 35 36 11 33 38 141 43 14 124 58 40 392 81 55 34 17 35 108 71 122 241 90
internal_value=-0.000165898 0.0183304 0.0289226 -0.025873 0.0545472 0.00436024 -0.0804464 0.0716236 -0.00120968 0.0111435 -0.0655832 0.0317117 0.0277535 0.0413687 -0.0364941 -0.0644476 0.0461379 0.00188151 -0.0604782 0.0838589 0.0600853 0.0799988 0.0326212 0.0400854 0.0289564 -0.00373415 0.0608483 -0.0846579 -0.105503 -0.0621852
internal_weight=863.033 747.324 674.947 215.061 459.887 116.753 72.3772 343.133 164.203 143.03 43.6594 14.8526 74.8298 65.2016 13.5579 9.62827 73.0938 26.6258 18.1943 268.304 91.688 71.1308 27.7157 80.4293 71.12 35.1202 35.9998 21.1733 50.8578 21.9912
internal_count=4034 3057 2558 1126 1432 524 499 908 733 576 287 50 258 206 65 52 237 113 98 650 258 177 89 267 250 143 107 157 393 152
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 2 1 2 0 1 2 2 2 2 2 2 2 0 0 0 1 2 1 1 2 2 1 0 1
split_gain=163.993 65.7719 79.4928 36.4599 33.378 28.4063 20.1867 15.9812 14.2829 13.1174 11.5477 10.2105 16.6433 10.1903 13.8516 9.10775 7.8154 8.8196 8.58163 12.5651 7.76276 9.71103 28.4069 8.80808 10.9334 8.74928 10.4878 7.35095 7.64252 7.23497
threshold=0.5718990449500001 0.43780126340000008 0.39091643965000006 0.5296248615500001 0.47883296910000012 41.942745071500006 48.226196960950006 0.37078231190000005 43.89540535710001 0.57152480465000022 0.36042334060000009 41.827117825850003 42.094663496250007 41.178189531300006 40.750688432250008 48.96897326980001 43.752965619700007 47.927946529500012 0.51191581090000016 0.5054040298000001 0.50339810185000011 0.35862698720000002 38.244973486750006 0.34575312120000007 0.34545372890000009 41.50623664750001 42.824128352900011 0.44805544745000009 0.54562737640000014 0.4019490434500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -3 -1 20 9 11 -7 13 -13 14 -5 -8 18 -18 19 -9 21 23 -23 24 25 -6 -27 28 -14 -10
right_child=-2 2 3 8 7 10 15 16 29 -11 -12 12 27 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10313600267684296 -0.11444990196581364 0.042459774029757202 -0.099961251476837765 -0.021375632504073976 0.10403753028851546 -0.077209706343762452 0.10199503997241549 0.049726138164780699 -0.011660224971651721 0.13375900092724061 0.10437740049869536 0.14324153174157306 0.020405474914626246 -0.1181857297793497 0.096910900584973605 -0.056440178133399091 -0.15203785416154275 0.042368005693791899 0.056629954624547146 -0.14795837166957329 0.12645696987415433 0.080937150163849725 -0.14953295414446074 0.097951713366304372 -0.0079240753152740283 -0.034365017686172082 0.090062649054962529 0.086242253155219786 -0.10181072218179338 -0.13177468207737689
leaf_weight=55.049332290887833 109.18785955756903 71.571529723703861 48.468633495271206 71.81611817330122 41.504756718873978 38.646290592849255 7.8864858299493772 7.5957134515047056 8.8971261233091372 8.0954180061817151 3.8510374277830115 11.984051093459128 13.28701332211495 8.8060683310031873 11.48275952041149 6.7200152277946472 4.9219662994146329 4.4375782907009125 50.777383029460907 5.5753812044858932 29.717240333557129 18.620879560709003 7.5029312521219245 113.87766671925783 20.587497606873512 12.886927247047426 14.281007856130598 7.8667113333940497 8.3207156956195814 11.491964660584925
leaf_count=449 977 237 393 347 88 276 17 22 52 14 11 21 48 50 31 33 38 14 141 43 55 45 42 251 81 55 33 20 45 105
internal_value=-0.000182334 0.0169906 0.0267885 -0.0238663 0.050679 0.00400638 -0.075406 0.066701 -0.0011063 0.0101569 -0.0607546 0.00266528 0.0438763 -0.0158847 -0.00506982 0.0291037 0.0254814 -0.0598655 0.0379728 -0.0339546 0.0783689 0.0721357 0.0147446 0.0795162 0.0559963 0.0751591 0.0310412 0.0034753 -0.0266576 -0.0793607
internal_weight=835.716 726.528 656.872 210.517 446.356 114.069 69.6558 332.287 162.048 141.659 42.4973 133.563 41.4585 92.1049 83.2989 14.6065 73.308 9.35954 63.9485 13.1711 258.979 229.262 26.1238 203.138 89.2602 68.6727 27.1679 29.4744 21.6077 20.3891
internal_count=4034 3057 2558 1126 1432 524 499 908 733 576 287 562 134 428 378 50 258 52 206 65 650 595 87 508 257 176 88 113 93 157
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 2 2 2 0 0 1 2 2 0 0 0 0 0 1 1 1 0 0 2 2 2 2 1 1
split_gain=143.395 59.6842 70.2901 36.0163 25.3912 33.8035 25.5946 18.284 16.1953 16.5357 12.7816 18.4769 13.1633 12.7565 12.8527 16.6378 21.1145 7.28644 13.1401 9.99408 7.90175 6.85247 6.05452 14.8021 6.23181 5.26648 8.5954 5.14154 5.1158 24.5619
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.38906020780000011 0.39193437325000008 0.47769527860000011 47.927946529500012 42.67709657435001 42.141702038450013 0.48271009850000007 0.47396784530000008 0.32388251845000005 38.400997490450003 38.625745710700009 0.5223196910500002 0.52432561900000019 0.53544804050000006 0.56643513670000012 0.54646567465000018 0.42209814075000007 0.43967246490000006 0.34219035360000005 0.53158588065000012 0.55769288345000012 43.89540535710001 40.844669808050007 39.337369931850013 48.96897326980001 0.39382054430000007 0.39542229275000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -3 8 10 -10 11 -4 21 -5 -15 -16 28 18 -18 -20 -19 -13 -6 24 -24 26 -21 -8 -17 -30
right_child=-2 4 3 13 22 -7 27 -9 9 -11 -12 12 -14 14 15 16 17 20 19 25 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.12854107806718276 -0.11700481825612746 -0.11216774141948055 0.11856992250944642 -0.042194967220711338 -0.13031043908421738 0.040131671330883134 0.090901266837412842 0.13224702340156777 -0.11252224776068431 0.053335047038675809 0.066161114008081251 0.055740890270823067 -0.13726881038272959 -0.13193270048877512 0.13214557952343153 -0.14820840265223553 0.056036157080394292 0.1398732563209299 -0.16213299119266836 0.055108674341914236 0.028768571679407325 -0.080349946831972621 0.050047611753315929 -0.13732872763343232 -0.06682039402037919 0.032835672294806981 -0.1160385947542114 -0.022570649320998816 0.17786093694080285 -0.13919381262178171
leaf_weight=26.172492131590843 92.996633186936378 38.059570021927357 9.9135146141052228 46.009300716221333 23.153916791081429 63.332746624946594 8.6252250224351901 30.715050332248211 11.7175814434886 12.343019030988215 246.36551858484745 11.27154110372067 9.2967170998454076 5.4198356866836539 13.079719558358191 7.4209169298410442 37.048804476857185 11.371814265847208 4.9341762810945502 4.5720193088054684 14.644516490399836 5.5078537240624419 9.9467299878597277 15.044941529631613 8.4293997436761838 14.862625181674955 8.1928283572196943 7.4355325996875754 3.5290547236800176 7.9424831867218018
leaf_count=253 920 327 23 268 218 221 20 58 83 37 678 32 71 34 26 64 107 22 35 15 52 36 31 126 64 53 49 34 10 67
internal_value=-0.000181608 0.0149842 0.0313351 0.0394418 -0.0359708 -0.0094607 -0.0674947 0.0586913 0.0513181 -0.0274379 0.0580292 0.0023625 -0.0418168 0.00319279 0.0188918 0.0252981 0.0130946 0.0321802 0.0153049 -0.0310394 0.0773328 0.0110689 -0.0910075 -0.0637786 -0.00356145 -0.00762654 -0.0547383 0.038368 -0.0835098 -0.0416564
internal_weight=809.356 716.359 542.331 516.159 174.028 117.453 54.1203 337.131 306.416 24.0606 282.355 35.9896 26.0761 179.028 133.019 127.599 114.519 95.6268 69.6105 32.5616 26.0163 16.7794 56.575 33.4211 18.3761 27.6275 12.7648 16.0608 18.8925 11.4715
internal_count=4034 3114 2073 1820 1041 602 381 1018 960 120 840 162 139 802 534 500 474 333 259 152 74 68 439 221 95 117 64 54 141 77
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 2 2 2 0 2 0 0 0 0 1 2 2 1 2 1 2 2 0 2 1 0 0 0 2
split_gain=124.783 50.055 60.7078 30.8399 20.4794 25.3368 21.6733 12.9503 14.0694 21.994 10.2484 12.5965 11.9955 18.3034 9.15904 16.244 10.5094 8.58514 6.77491 6.50869 6.99941 6.94213 8.82326 6.13948 5.98329 7.45758 11.7307 5.8298 10.9715 7.34178
threshold=0.57619532350000013 42.779078631750004 0.42018203045000008 0.38906020780000011 0.39193437325000008 0.47769527860000011 47.927946529500012 42.67709657435001 41.942745071500006 0.48068920095000006 38.244973486750006 0.5223196910500002 0.52432561900000019 0.53544804050000006 0.47396784530000008 0.32388251845000005 38.400997490450003 37.828051409500013 0.3975479776000001 43.018222997350009 0.36491422415000008 47.709122305950011 43.832725745850006 0.52863686715000002 43.89540535710001 0.39814676205000005 0.55832160710000012 0.54136103710000005 0.56643513670000012 40.583589072600013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -3 8 14 -10 17 -12 -13 -14 15 -4 -17 18 23 -7 -21 22 -22 -5 25 -6 -27 -15 29 -29
right_child=-2 4 3 10 24 19 -8 -9 9 -11 11 12 13 27 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.12509903887677851 -0.11334443521304477 -0.10608378652265849 0.11876252865212214 -0.029678695108232973 -0.14869459299252627 -0.044553474343623133 0.03519933316875188 0.11310694351573952 -0.10947762574239035 0.050347933335162222 -0.12623412514244856 0.11281133782239144 -0.075249886781353637 0.074006046069009443 0.062746403755872482 0.010167053877851551 -0.12896001521981584 -0.1518664753226224 -0.059378950182302527 0.073377381428895549 0.044569823217680965 0.074279865836959835 -0.15000375609442895 0.109598422962774 -0.11091004272736026 0.057526982245601058 -0.13388281400624155 -0.056804780308109586 0.069294155499319762 0.020668144005201991
leaf_weight=24.491840369999409 86.72402898222208 34.769900552928448 9.4181560426950437 6.9115627929568273 4.8402955830097225 8.8753233775496465 15.788197994232176 33.391408175230026 13.940609723329542 22.518041372299194 6.0325076431035987 12.981842651963232 20.165110468864441 22.513549119234085 228.23910259455442 16.468059048056606 8.0999071225523931 6.1173422560095778 19.782176293432713 34.696536123752594 4.2743847519159299 6.2792932242155066 5.1248232424259186 5.838668167591095 33.853086799383163 9.7457308843731862 4.7683982849121085 20.644132137298584 25.721001103520393 30.019090443849564
leaf_count=255 920 316 21 35 45 40 54 78 105 68 39 29 155 57 635 68 63 51 132 95 14 20 41 18 326 33 29 106 75 111
internal_value=-0.000229864 0.0138583 0.028682 0.0360844 -0.034636 -0.00996356 -0.0619641 0.0540448 0.0474419 -0.0107642 0.00233634 0.0150769 0.0215327 0.0115803 0.0555346 0.00710265 -0.0357023 -0.0431796 -0.0227423 0.0344083 0.0483202 -0.00713136 -0.0615195 0.0341 -0.0855544 -0.0412045 -0.00535782 0.0292849 0.0161037 -0.0109003
internal_weight=783.034 696.31 533.294 508.802 163.016 109.808 50.5581 332.075 298.684 36.4587 176.727 138.077 132.045 119.063 262.225 33.9861 24.568 38.6497 32.5324 59.2504 50.375 15.6785 9.39921 12.7502 53.2075 19.3544 14.5141 98.8978 76.3842 50.6632
internal_count=4034 3114 2101 1846 1013 580 370 1038 960 173 808 572 533 504 787 152 131 236 185 210 170 75 55 53 433 107 62 349 292 217
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 2 1 0 2 0 0 0 2 0 1 1 1 1 0 0 0 2 2 2 0 2 0 0 2
split_gain=109.378 43.02 52.0445 27.3895 19.4682 24.114 19.5036 19.3395 18.8262 16.6574 11.3964 9.57524 7.02515 11.7679 11.0071 10.1564 11.3327 8.84104 9.9588 11.9097 11.8989 7.36387 7.19813 9.07884 10.8563 6.6316 7.83407 5.58282 12.1979 5.56993
threshold=0.57944372925000021 42.719328117250008 0.42018203045000008 0.35471991855000007 0.39193437325000008 0.47769527860000011 47.927946529500012 0.34584293880000011 0.48597347385000006 41.919251152600005 0.50706565670000014 0.51191581090000016 0.52366695610000014 39.952536079750011 0.52770875125000016 0.39382054430000007 0.45280081435000008 0.3975479776000001 0.44805544745000009 0.54228915300000013 0.53544804050000006 0.56643513670000012 42.434124620650003 41.827117825850003 41.385032804600009 0.48637765340000011 38.400997490450003 0.53158588065000012 0.55769288345000012 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -3 9 -5 25 -10 -12 -13 14 -14 -15 21 -16 19 20 -19 22 23 24 -17 26 -4 -6 -29 -28
right_child=-2 4 3 8 27 -7 -8 -9 10 -11 11 12 13 15 17 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.12214790909872503 -0.11338155964725127 -0.10283358019439842 0.092873350609163088 -0.13145119831187191 -0.1238692243554652 0.033265973037708556 0.031855658206668122 0.09598494187405085 0.059797266480186829 -0.049024944535789171 -0.1113290773997471 0.046856736315807918 -0.14558020940941357 -0.087506203767738308 0.067559428865827609 0.032540423951377656 -0.0927552290011706 -0.1307712788258128 0.029242938824836848 -0.11155870728386606 0.069643697622433831 0.10305008042379359 -0.077313503622375379 0.09776562719079869 -0.13154887757549016 0.13141328949311898 0.020321893196795053 -0.00041653620440350818 -0.1244559630936115 0.096997562120354597
leaf_weight=22.49084448069334 76.821998849511147 34.080927141010761 24.872505024075508 8.9118282794952375 20.156245112419128 61.522408910095692 15.705350443720816 86.429402321577072 48.934263870120049 19.804577179253101 6.7153011783957473 41.207493901252747 7.3960410431027404 7.4012742117047301 10.409602828323839 29.27080887556076 6.4120631217956534 4.2840774208307257 17.040035367012024 20.99082500487566 9.6025988459587079 17.267462439835072 5.7731131091713896 18.015744127333164 4.6761481910943976 9.2023465633392316 79.347900882363319 17.479853838682178 14.508408531546591 10.758594959974287
leaf_count=253 879 327 59 69 218 221 54 215 139 119 47 124 61 61 38 109 38 40 76 157 29 45 31 46 30 17 276 95 136 25
internal_value=-0.000271395 0.0124945 0.0266273 0.0333909 -0.0322259 -0.00860451 -0.0603451 0.0585914 0.0114219 0.0361455 0.0164073 0.00612331 0.0100719 0.000510876 -0.0302386 0.02465 0.0348458 -0.0165516 -0.0334161 -0.0640293 0.00781513 0.0457545 0.0286187 0.0403879 0.00993734 0.0497286 0.0431909 -0.0826487 -0.0566751 0.0294769
internal_weight=757.49 680.668 517.215 494.724 163.453 111.309 49.7863 230.415 264.309 143.986 255.397 206.463 199.747 158.54 69.7232 88.8166 81.4153 62.3271 51.9175 34.8775 13.8867 75.0033 57.7358 51.9627 33.947 124.181 114.979 52.1445 31.9883 90.1065
internal_count=4034 3155 2104 1851 1051 602 381 711 1140 496 1071 932 885 761 401 360 299 340 302 226 69 261 216 185 139 377 360 449 231 301
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 2 1 0 2 1 0 2 1 1 0 2 1 2 2 1 0 0 0 1 1 1 0 1 2
split_gain=95.7906 36.0722 45.0581 23.5368 16.815 20.2861 17.0318 15.0707 15.0319 13.6952 8.97094 6.72238 13.1796 6.39774 7.73409 6.24147 6.98029 5.85951 6.51622 5.84163 6.55432 5.48973 10.8064 5.37002 5.27016 10.7613 5.92175 4.94348 4.95109 4.7677
threshold=0.57944372925000021 42.719328117250008 0.42018203045000008 0.35862698720000002 0.39193437325000008 0.47769527860000011 47.927946529500012 0.36359689830000008 0.4815274992000001 41.975471476700008 0.37078231190000005 0.47754558250000007 42.434124620650003 0.34674111555000003 0.34608245260000009 0.50339810185000011 35.509685375550013 0.34584293880000011 41.319407281650008 38.400997490450003 0.34515433670000012 0.53158588065000012 0.55769288345000012 0.47808448850000007 0.32388251845000005 0.34311846950000008 0.3447052483500001 0.55481871800000016 0.40099098830000007 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -3 -5 9 13 15 12 -11 14 19 16 -9 18 -10 -4 24 -6 27 -15 -21 -26 -27 28 -23 -12
right_child=-2 4 3 7 21 -7 -8 10 17 11 29 -13 -14 23 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.11960162197300131 -0.11048637065341527 -0.09845370675777558 0.084371215345917183 -0.14272592683756893 -0.12110171067664764 0.030195414104310949 0.028827547469603327 0.093888441732490668 0.080768940744418774 -0.14180013827055474 -0.0089989535220498587 -0.12277031375388624 0.097656331873403335 -0.13625159302753637 0.12911354513020479 0.11906642614837007 -0.029386595090474789 0.097745678923346513 -0.0072530178834119031 0.075859712190029571 0.058468750652915673 -0.10999776752558366 -0.11899632184292541 0.029261654407442262 -0.13458053863023445 0.073360380941444647 -0.0290580940410353 0.099759780793624117 0.016006174540841144 0.021215157961033158
leaf_weight=20.761409543454647 71.239326678216457 32.138806492090225 22.852899916470051 6.3608996272087088 18.633337639272213 61.02783078700304 15.624006703495978 8.4680676460266167 22.782993376255035 3.800820820033552 106.57142747193575 7.6132687181234351 5.8152631223201752 3.4873130545020095 10.991771042346953 12.238806292414663 10.03830152004957 71.040068864822388 13.331762596964834 6.9625464081764212 33.257359847426414 4.8284320384264054 13.698857069015501 4.4765466451644897 6.5071950778365162 9.202755458652975 14.604345135390757 3.845513477921485 8.8051150143146497 102.41628548502922
leaf_count=253 879 327 57 46 218 221 54 20 58 33 537 52 27 31 21 25 40 172 51 18 94 33 136 14 50 24 58 13 49 423
internal_value=-0.000303631 0.0115501 0.0246484 0.0308512 -0.0300388 -0.00800641 -0.0568179 0.00919639 0.0533629 0.0304472 0.0132274 -0.0525698 0.00300958 0.043179 0.0497707 0.0636618 0.0270211 0.0810726 0.0482756 0.0404319 0.0261957 -0.078159 -0.0524944 -0.0432153 -0.00259737 -0.0206173 0.0105323 -0.000374903 -0.0286192 0.00580774
internal_weight=733.423 662.184 503.582 482.821 158.602 108.791 47.7628 246.094 236.727 129.572 239.733 17.2294 9.61608 112.343 104.379 30.7452 18.5064 107.155 36.1148 93.3871 70.5342 49.8113 31.1779 7.96386 37.2768 30.3143 23.8071 17.4791 13.6335 208.988
internal_count=4034 3155 2104 1851 1051 602 381 1091 760 479 1045 112 60 367 322 85 60 281 109 301 244 449 231 45 150 132 82 95 82 960
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 2 0 0 1 0 2 1 1 2 1 2 0 0 1 2 2 2 2 2 1 1 0 1 1
split_gain=84.1559 32.0814 30.9495 18.5746 15.6994 13.4465 12.5916 11.74 10.855 10.807 11.9752 9.74831 9.42465 9.54867 8.68337 7.74315 7.60652 7.48546 7.88688 6.98091 6.43725 6.50941 7.82573 5.87306 8.48033 5.80623 5.80353 6.28656 7.60521 6.37251
threshold=0.45368402140000008 0.42018203045000008 43.680097826700013 0.39072183470000005 0.47883296910000012 44.952171034750002 41.872294782850005 0.56395018115000017 0.53475943835000017 0.3782970569500001 0.48386275860000011 47.927946529500012 0.3975479776000001 0.39382054430000007 37.198331469900005 0.39591628995000006 35.419594101850009 0.53158588065000012 0.54386096225000014 0.40955360615000008 43.426640904350009 42.719328117250008 42.488347682450005 44.169240047700008 44.952171034750002 0.39091643965000006 0.35862698720000002 0.49336846205000007 0.34674111555000003 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 -3 -2 12 10 11 23 13 25 16 -15 19 -11 -19 -10 21 22 -8 -4 -25 -5 27 28 29 -6
right_child=7 2 9 8 26 -7 20 -9 14 17 -12 -13 -14 15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.11767001351792213 0.023986366964179755 0.027128216396714845 -0.22117056007022123 0.016420401150547614 0.042647031346053466 0.0045196542030072964 -0.079599716453877506 -0.10811136402091766 0.10350754987745024 -0.12833661651138725 0.073124483758275349 0.088593238279583736 -0.12809577467158947 0.10845786509447419 0.021383757104743342 -0.05989345227645302 -0.15524404694425037 0.027243103078744862 -0.099609987515253406 -0.0747567277639338 0.07886542120124912 -0.13036150615649064 0.07551433004216454 0.04209269357318271 -0.12473306784443439 -0.12816150820124436 0.031350404123731808 0.10554317328867578 -0.031423510180711281 0.087541137603119823
leaf_weight=25.820042654871941 7.4018692299723616 70.766463778913021 2.7094660773873356 4.2443200126290348 81.464915029704571 13.830258570611475 9.4562259539961868 73.882000453770161 3.5851186960935575 17.775395788252354 12.728258170187472 3.9479167163372031 11.004634037613867 7.5644021481275541 108.3930574581027 4.2765987664461136 5.3793711289763442 9.4189744591712969 10.218411631882189 5.6726636365056038 3.3107817918062201 10.293510988354681 4.95782297104597 5.0249014571309072 7.7416163086891174 8.037507012486456 93.497289627790451 28.133923336863518 9.7502203658223134 51.672857157886028
leaf_count=338 36 265 25 14 256 65 76 924 9 214 38 10 112 28 444 37 47 48 104 54 17 104 24 27 86 80 309 66 40 137
internal_value=-0.000315348 0.0120274 0.0178692 0.0262273 0.0386798 -0.0750495 0.00466337 -0.0960823 -0.00237751 -0.0447835 -0.00226647 -0.0516693 -0.0514063 -0.0164212 0.0116212 0.0476546 -0.0606742 -0.0813222 -0.0387655 -0.00572307 -0.0520765 -0.0696226 -0.026247 -0.0874502 -0.0590704 -0.0781973 0.0513833 0.0623353 0.0538278 0.0600711
internal_weight=711.961 630.677 591.027 521.462 363.304 39.6503 98.7848 81.2839 158.158 69.5649 32.1522 19.4239 35.1275 24.1228 123.03 11.841 14.6372 37.4128 19.6374 9.25778 28.0183 24.7076 14.414 15.476 12.7665 12.2818 264.519 171.022 142.888 133.138
internal_count=4034 3074 2671 2119 1294 403 486 960 825 552 186 148 271 159 554 65 110 366 152 63 221 204 100 138 113 94 808 499 433 393
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 1 2 2 1 1 0 2 1 1 1 2 1 1 1 0 1 2 2 2 1 1 2 0 1
split_gain=74.3187 26.5242 29.2 17.396 13.3028 12.5361 10.7728 10.5229 10.1732 12.3577 20.6825 8.79488 6.43959 8.78783 6.31592 13.8426 5.72467 5.62368 15.0031 6.21005 9.65482 5.52457 5.46673 5.44073 8.85989 5.23638 5.20798 6.17608 30.355 11.6398
threshold=0.57944372925000021 0.42018203045000008 43.680097826700013 0.39072183470000005 0.47883296910000012 44.952171034750002 0.39193437325000008 41.942745071500006 47.709122305950011 0.35862698720000002 0.34674111555000003 0.53544804050000006 38.244973486750006 0.40667944075000007 0.39591628995000006 0.39408999735000005 43.426640904350009 0.32388251845000005 0.33750486510000005 0.3447052483500001 0.47464147780000004 0.34515433670000012 42.599563320500003 42.719328117250008 42.434124620650003 0.4445375887000001 0.35862698720000002 37.784765830350004 0.50278434775000014 0.37286308795000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 7 -1 8 17 9 10 -4 14 13 -13 15 -5 23 -3 -19 -20 -21 -22 -14 24 -9 -24 -6 -28 -29 -30
right_child=-2 2 6 11 26 -7 -8 16 -10 -11 -12 12 22 -15 -16 -17 -18 18 19 20 21 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=-0.11570892875815493 -0.1054871131741319 0.098482298904255985 -0.071291686252387521 -0.063896355101291893 0.058213422596262693 0.0040683388222601006 -0.088752777712420516 -0.13090376135732038 0.072765024857825253 -0.12701970407100469 0.16028767967011842 0.068638039624437347 0.027474423037567766 -0.071106017113016798 -0.092497465345075414 0.11887758709090444 0.06992676605622801 -0.14607844498082662 0.066009396753256275 -0.12866382698799478 -0.044065880692392978 0.051651690780504134 -0.087558293304342269 -0.12683102118513004 0.043340697419272996 0.051169948326765205 0.059408977668012099 -0.2021506083611414 0.10347628720545406 -0.00099889786268665746
leaf_weight=23.738498397171497 61.285917602479458 8.7997905910015088 10.852555871009832 13.717699922621252 165.24526488780975 13.828153505921362 31.7246238514781 4.8488613367080742 10.710963785648344 10.553277567028998 5.9825661629438391 5.9261230826377895 94.346522867679596 18.69976169615984 16.573111414909363 5.9371175095438948 3.3579025641083708 5.4111603125929824 24.716799288988113 4.9725414216518393 8.685976520180704 19.719876416027546 8.4645745083689672 9.559758245944975 7.3288784697651863 4.0096955746412268 38.135350696742535 6.1579332351684561 15.956672474741934 32.150407828390598
leaf_count=338 879 21 82 106 499 65 369 49 31 103 12 17 343 153 163 18 17 42 69 50 36 58 46 104 40 15 107 39 37 126
internal_value=-0.00036027 0.00986456 0.0150305 0.0231438 0.0356804 -0.0716193 -0.0457079 0.00419883 -0.00986515 -0.0421799 0.0110029 -0.00340213 0.00862129 -0.0374772 -0.047027 -0.00868595 -0.0515936 0.0235628 0.0131815 0.0280155 -0.000119133 0.0223831 0.0192486 -0.0703655 -0.0260389 -0.0429659 0.0475819 0.0285689 0.00689565 0.0336546
internal_weight=691.398 630.112 592.546 522.722 355.047 37.5667 69.824 97.4015 38.0994 27.3884 16.8351 167.675 131.447 24.6259 36.2279 19.6548 25.0954 72.3061 63.5064 58.0952 33.3784 28.4059 106.821 21.7375 12.1777 12.4743 257.646 92.4004 54.265 48.1071
internal_count=4034 3155 2752 2155 1294 403 597 486 228 197 94 861 574 170 287 124 210 276 255 213 144 94 404 193 89 61 808 309 202 163
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=1 2 0 1 2 2 0 0 1 0 1 1 0 1 0 2 0 0 0 0 2 1 0 2 1 0 0 1 0 2
split_gain=66.5267 23.2143 29.5322 15.5141 12.4199 13.6351 11.9072 11.4609 10.3442 7.30404 9.32232 14.5077 6.73523 11.3884 11.2209 11.6603 6.42949 9.01407 6.04574 10.7897 6.67916 6.21885 5.60839 7.6463 5.11182 4.79305 5.09126 4.6481 8.04381 5.42067
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 0.35862698720000002 42.67709657435001 42.198888176300009 0.55769288345000012 0.48637765340000011 0.36359689830000008 0.58650938595000024 0.4591329601000001 0.45368402140000008 0.54228915300000013 0.39193437325000008 0.47769527860000011 47.927946529500012 0.54386096225000014 0.55481871800000016 0.5681267027500001 0.54646567465000018 41.827117825850003 0.44805544745000009 0.5718990449500001 40.00488309970001 0.43287626120000006 0.4871261339500001 0.47754558250000007 0.37078231190000005 0.50339810185000011 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 12 -4 -5 10 11 18 13 14 15 -3 -14 -18 19 -10 21 24 -20 -24 -21 26 -7 28 29 -16
right_child=-2 6 3 8 -6 25 -8 -9 9 -11 -12 -13 16 -15 27 -17 17 -19 22 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11377248404254872 -0.11158255914952345 -0.087367123022583579 0.030598694813442785 -0.12076651343191387 0.1139688193740799 -0.017736884138285555 -0.11197295966546444 0.094279695300919744 0.018640398875206847 -0.11408073464384161 0.12105815290476392 -0.14632113821802906 0.15181458148243582 -0.087876705043708328 -0.055369757151469357 0.021833827638163557 -0.13197555246845774 0.10081064473943453 0.098839299700193312 -0.061085447248749182 0.035589398506494174 0.026126859204733406 -0.12011245681262456 0.069387098153986804 -0.17115231837889364 0.025396069287782937 -0.1557182459335634 -0.03529638946674292 0.1142979802056231 0.036111993194656467
leaf_weight=16.119868837296963 49.802265480160713 26.928032256662846 142.64286320656538 6.2162031382322303 22.367788709700108 5.0063271522521955 14.615871116518973 35.244873724877834 156.48701495677233 4.656641259789466 7.6372342929244033 5.8779020458459845 4.388712674379347 22.481573022902012 8.762219585478304 15.353216037154196 3.0209038332104683 3.7018150985240936 14.64249061048031 17.372854225337512 8.7636265605688077 6.0534019917249671 3.3895948082208616 5.7267283871769905 5.5731060728430739 5.2151547893881789 5.7403679266571999 11.686248019337652 10.031232461333273 24.8369520008564
leaf_count=253 757 327 509 46 58 37 177 94 666 72 28 50 8 266 41 54 31 13 39 114 30 22 45 22 44 18 44 63 22 84
internal_value=-0.000381198 0.0085434 0.0192624 0.0239385 0.0434126 0.0352713 -0.0263569 0.0432158 0.00656765 0.00991905 0.0124131 0.00870695 -0.0168184 -0.0237109 -0.0089304 -0.0477139 0.0576674 -0.00379357 0.0128868 0.00706281 -0.0409139 -0.0640332 0.0605031 -0.00107187 -0.0878184 -0.0532665 -0.0914399 0.0207138 0.0357159 0.0122548
internal_weight=670.343 620.541 474.734 458.614 216.217 193.85 145.807 177.888 242.397 236.181 231.524 223.887 131.191 120.079 97.5979 42.2812 11.1114 6.72272 218.009 194.25 37.763 28.9994 23.7588 9.11632 22.946 15.9618 10.7467 55.3167 43.6304 33.5992
internal_count=4034 3277 2191 1938 760 702 1086 603 1178 1132 1060 1032 909 857 591 381 52 44 982 876 210 180 106 67 158 99 81 210 147 125
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 2 0 0 0 1 1 1 2 1 2 2 2 2 2 1 1 2 1 2 0 2 0 2 0
split_gain=58.7433 19.8384 25.2299 17.1318 12.4686 15.6689 7.98351 7.6635 8.82969 6.8947 7.77175 6.70767 9.48707 6.32958 7.34704 8.12866 5.3026 11.5534 7.49403 7.25923 6.95111 10.8593 7.33593 6.63029 8.30799 6.39264 6.25229 6.75332 5.96407 9.04236
threshold=0.4662734648500001 0.43780126340000008 0.37078231190000005 42.599563320500003 0.48068920095000006 41.872294782850005 44.952171034750002 0.4778150355000001 0.47769527860000011 0.50339810185000011 0.36533337325000009 0.46280051495000007 0.45368402140000008 41.385032804600009 0.33750486510000005 39.458743938000005 39.952536079750011 39.458743938000005 40.003678352300007 38.748048509250005 0.41911918805000009 0.40509266190000009 40.750688432250008 0.39382054430000007 40.720231579350006 0.50889194935000015 40.890797847750008 0.55769288345000012 37.828051409500013 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 13 -1 8 -7 10 -6 12 16 14 -3 -16 17 19 -18 28 21 23 -22 24 -20 -26 -24 -28 29 -4
right_child=-2 2 3 -5 9 7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 18 -19 20 -21 22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.083771278400903815 -0.10950152196187793 -0.091271448410562867 0.060285963671978318 -0.055415432229122291 0.049437331234885001 -0.030920440371154941 0.0014471882090000923 -0.10730026775916286 0.15322384464930372 0.10335153518304037 -0.046735153464369739 0.10343056447903437 -0.099749013645854687 0.077930646254084357 0.065243644038187942 -0.010090281431234919 0.14265300596141961 -0.095475519999710892 0.05747065725241908 0.053479090025988697 -0.033150611440467638 -0.1197835871178389 0.13190071706901696 0.056461637960426796 0.047063769274544434 -0.13237250369989367 0.084234530393966792 -0.019676986511854986 -0.070425120394623106 -0.031500885708831521
leaf_weight=31.173311937600374 45.875690624117851 5.6522534266114226 17.404077455401421 61.6817517131567 134.48300678282976 26.694603823125366 16.98191948980093 12.145626585930584 2.8853848055005065 22.168464213609695 8.9626599773764593 6.6676089465618125 8.8469144850969297 23.917775072157383 29.151293814182281 28.158382549881935 4.985239900648593 13.639991089701651 6.3870494812727001 21.715480111539364 9.740723140537737 7.7498309090733519 9.9832659363746625 16.600367039442062 2.6553975045680982 7.8695746883749962 14.206307232379915 11.173872649669645 14.274005241692064 28.001125887036324
leaf_count=411 757 37 52 584 435 250 88 82 5 55 39 24 95 67 93 108 9 90 21 76 57 48 22 64 9 72 39 49 95 201
internal_value=-0.000397482 0.00786255 0.0131789 -0.00929066 0.0333087 0.00994765 -0.053719 -0.0404195 -0.0129581 0.0514494 0.0434284 0.00480069 0.00143228 0.0341374 0.0175014 0.0282293 0.0062349 -0.010302 0.0234385 0.00397123 0.0165572 -0.0131038 0.0436918 0.0115662 -0.032502 -0.0871016 0.0648577 0.0384865 -0.0140432 0.00368155
internal_weight=651.833 605.957 557.802 263.583 294.219 128.605 48.1552 41.7256 29.58 165.614 143.446 201.901 195.233 86.8797 62.9619 57.3097 186.386 95.0347 91.3516 81.3947 86.3664 41.2622 45.1042 33.5124 16.912 10.525 35.3634 25.3802 59.6792 45.4052
internal_count=4034 3277 2778 1607 1171 642 499 337 255 529 474 1023 999 305 238 201 904 514 390 424 381 214 167 166 102 81 110 88 348 253
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 1 2 1 1 0 2 2 2 0 2 1 1 1 1 1 0 0 1 1 0 2 2 2 0
split_gain=51.9499 17.1121 19.6773 11.6942 10.4385 10.3881 8.79676 9.67604 9.71084 16.3755 8.71731 8.3549 7.71427 7.32439 7.5352 6.83259 6.79383 6.94155 6.60856 5.97044 5.33909 5.22255 9.48658 5.22015 5.00394 5.65214 4.88422 4.87651 8.06 4.55909
threshold=0.4662734648500001 0.42018203045000008 43.680097826700013 0.39091643965000006 0.39382054430000007 44.952171034750002 0.40301188585000008 47.709122305950011 0.35862698720000002 0.34674111555000003 0.47883296910000012 49.122847560300009 40.280372415600006 38.400997490450003 0.4784437592000001 42.599563320500003 0.46280051495000007 0.45368402140000008 0.4025178887000001 0.45107930900000009 0.39542229275000007 0.54228915300000013 0.53544804050000006 0.34524415440000006 0.4349121284000001 0.56859076075000015 43.272784938550004 42.719328117250008 43.426640904350009 0.46989611090000011
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -1 7 8 9 23 13 -9 16 29 27 -14 17 19 -10 20 -6 22 -22 -4 -23 -26 -17 -15 -29 -3
right_child=-2 2 6 4 12 -7 -8 11 18 -11 -12 -13 15 14 -16 26 -18 -19 -20 -21 21 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.11157276243834864 -0.1075403705156891 0.015813653611671384 -0.15722434598664153 -0.12266478396593261 0.062537785281709266 0.0030048621377590724 -0.10431891262471467 0.10104727904126942 -0.12159547533813105 0.15332820789789636 0.038624105475458533 -0.052362655266037485 0.036592436009025578 0.0064641459144297213 -0.14880917412384451 -0.082553042336998186 0.092121617290146396 -0.12997483745562252 0.086897441704372136 0.069688079716392931 -0.087633252921902466 -0.10451716216555183 0.047318140634208888 -0.010060027360821368 0.06284943195730941 -0.085547967711507716 0.030485984756948154 -0.12091450884025889 0.068193132530431119 0.10437445627425795
leaf_weight=18.796260684728622 42.228517886251211 15.614875771105291 3.8509558513760549 7.0923917070031157 5.4764341488480559 13.666213385760782 16.233320128172636 9.904980003833769 15.647429343312979 5.1480470597743979 243.54605937004089 5.5332085788249961 66.003345090895891 51.892073951661587 3.9469163976609698 9.3918096497654897 4.8345335200428954 6.365479100495576 1.6838859319686896 6.5864348113536826 8.5328307524323481 16.819822780787948 13.372434601187704 6.4431427419185638 4.8285170942544919 5.4789840877056122 6.4458559677004805 7.8700723350048047 3.1582636311650276 9.2602344751358014
leaf_count=338 757 68 44 82 20 65 255 31 199 12 822 44 259 250 28 64 19 74 4 22 93 136 43 38 23 67 37 101 17 22
internal_value=-0.000373081 0.00725302 0.011338 0.0180855 -0.00404575 -0.0633373 -0.0406483 -0.0192098 -0.0499573 0.00770998 0.0287277 0.0460636 0.00141235 0.00245608 -0.0147775 0.0224387 -0.0223903 -0.0305967 -0.101339 -0.0202425 -0.031109 -0.0415684 -0.00524992 -0.0651132 -0.0708955 -0.0160317 -0.0365467 -0.00636989 -0.0667584 0.0487821
internal_weight=635.653 593.425 560.962 496.517 161.229 32.4625 64.445 48.2116 32.7735 15.4421 335.288 15.4382 154.136 91.7424 66.8673 81.841 72.2955 67.4609 17.3313 61.0955 54.509 49.0326 21.9053 10.2941 27.1273 10.3075 15.8377 62.9204 11.0283 24.8751
internal_count=4034 3277 2874 2247 939 403 627 372 297 94 1308 75 857 486 396 360 497 478 203 404 382 362 136 82 226 90 101 368 118 90
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 0 1 1 2 0 2 0 1 0 2 2 2 0 2 1 0 0 2 2 2 2 2 2
split_gain=45.9285 14.5899 16.7584 12.6025 11.5622 9.72956 7.29611 7.27918 10.0311 6.94944 6.46802 6.13674 7.32476 7.64962 9.41817 5.81352 4.81438 12.3465 4.77801 4.55912 7.25751 9.37879 4.3787 5.20226 6.06171 4.29579 8.94426 7.23035 10.3007 7.22932
threshold=0.4662734648500001 0.42018203045000008 0.37078231190000005 43.680097826700013 0.47883296910000012 44.952171034750002 0.50278434775000014 0.51191581090000016 0.37473428940000003 0.36491422415000008 38.400997490450003 0.5231430197000001 38.244973486750006 0.52863686715000002 0.3975479776000001 0.4784437592000001 47.709122305950011 49.122847560300009 36.79544512155001 0.5223196910500002 36.79544512155001 0.38906020780000011 0.47721625100000004 0.4778150355000001 40.750688432250008 42.779078631750004 43.018222997350009 42.67709657435001 42.283941020600004 43.047778594550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 10 -1 9 8 -4 25 -3 19 13 -13 -15 22 -5 -18 -11 20 -9 -22 -12 -24 -25 27 -27 28 -6 -28
right_child=-2 2 3 16 6 -7 -8 11 -10 18 15 12 -14 14 -16 -17 17 -19 -20 -21 21 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.11035136557286668 -0.10567169616401227 0.04503728306591661 -0.0035021656641794187 -0.094985559991576263 0.044342623863216468 0.0027047694775105689 0.093724623523385051 0.097069918720518178 -0.17679596010352472 0.029105476775578811 -0.025457135398148395 -0.15530682567586176 0.0084375876574233812 0.075582597416517405 -0.055506082178418216 -0.13080403988900943 0.072086777287946199 -0.098261563538208072 -0.11135263646272341 0.10230747869947897 0.031097920342058036 -0.1290234225143167 0.056937649374158683 0.059031092235729256 -0.1025745887836344 -0.11552318226707828 0.12731528971371445 0.10109553664379523 -0.074698422887859245 -0.0085962820590583782
leaf_weight=17.186148516833786 38.851328194141388 24.309308238327503 8.9522286206483823 20.274652305990458 106.03584669530392 13.664325363934038 23.249253712594509 8.6428505107760447 5.328411139547824 4.4195720776915532 49.085710868239403 5.1763153150677672 130.73929842188954 7.2443901523947742 22.512086879462004 4.0360033437609664 7.612408526241782 9.6459459625184518 5.3580301627516747 9.5503176003694517 12.861838027834894 5.111922211945056 17.547668844461445 3.9961724281311017 5.5370168834924698 5.238939672708514 5.6055401563644436 20.204275876283646 7.803983509540557 12.966920703649519
leaf_count=338 757 90 42 284 352 65 64 21 50 15 385 44 654 24 220 28 41 134 28 22 40 31 63 11 40 28 11 61 41 50
internal_value=-0.000413313 0.00663867 0.0103986 -0.00845494 0.0265879 -0.0602764 0.0412272 0.000834047 -0.0681618 0.0339462 -0.000149435 0.00571568 -0.00243131 -0.0431092 -0.0235918 -0.0138455 -0.061942 -0.0231234 -0.0478642 0.0430351 0.0217676 -0.0144422 -0.00764794 0.0246323 -0.0348319 0.0390136 -0.000126634 0.0459664 0.0361821 0.0324245
internal_weight=618.749 579.897 549.047 253.653 295.394 30.8505 190.882 216.12 14.2806 167.633 104.512 201.839 165.672 34.9328 29.7565 80.2026 37.533 17.2584 9.7776 36.1669 26.6166 17.9738 76.1666 27.0809 9.53319 157.856 23.8114 134.044 113.84 18.5725
internal_count=4034 3277 2874 1607 1267 403 650 1148 92 586 617 1056 942 288 244 527 459 175 43 114 92 71 499 114 51 543 89 454 393 61
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 1 1 2 1 1 0 2 1 1 2 0 1 0 0 0 0 2 0 2 2 2 0 1 1 1
split_gain=40.668 12.4443 14.2014 9.11462 8.73579 9.48306 8.6091 9.04303 9.12099 12.7874 8.34754 8.382 23.8051 12.8453 11.757 6.6648 8.37459 12.6913 6.31666 5.98602 8.60368 11.9703 7.91272 8.84978 6.18464 5.65507 5.18717 5.72675 10.1172 5.56859
threshold=0.4662734648500001 0.42018203045000008 43.961868063600001 44.952171034750002 32.051492741500006 0.37078231190000005 0.4019490434500001 47.709122305950011 0.35862698720000002 0.34674111555000003 0.50278434775000014 38.400997490450003 0.35651627195000007 0.34584293880000011 42.779078631750004 0.51191581090000016 0.37473428940000003 0.5054040298000001 0.49094338495000006 0.48637765340000011 0.48351845755000006 41.319407281650008 0.48028502140000007 41.872294782850005 41.741384785950011 49.122847560300009 0.58650938595000024 0.4591329601000001 0.45368402140000008 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 10 7 8 9 -4 11 -6 13 19 -15 16 17 -7 -14 20 22 -22 23 24 -13 -9 27 28 29 -17
right_child=-2 2 6 -5 5 15 -8 25 -10 -11 -12 12 18 14 -16 26 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10927015445907207 -0.10387214462186334 -0.11305045689291876 -0.059356307785590846 0.0024346175648890123 0.063479524495711981 0.093982250858841251 -0.11120071433331205 0.08766461038523804 -0.12269551303804366 0.19269098498648138 0.09127471711505937 -0.002890793651815271 -0.065439955086528764 0.074461991281845802 -0.058080411081481313 0.0021519628716607157 -0.16735937589807165 -0.14179931162569126 -0.22154958673199535 0.075748441522349927 0.041363044928730393 -0.16979748201710057 0.048733911322774812 -0.065432152541147121 0.09454028504346515 -0.041120702484665775 -0.11151901074232354 0.091614087093293661 -0.13395061539321915 0.060882002077231184
leaf_weight=15.696656823158266 35.73230241984129 5.294430546462535 7.4025519043207186 13.662594713270662 43.644510254263878 5.2567577511072141 13.078262135386465 9.7831612005829793 10.83254875987768 2.7646202743053436 19.718838721513748 46.118953675031662 6.2545668110251409 58.109467029571533 7.5635568350553504 166.98059906810522 5.1531059816479674 4.0353673025965691 4.42624531686306 10.904758736491202 4.4804029911756498 6.6979304403066635 31.923371717333794 21.198878012597561 7.5868498831987372 5.2336302883923045 3.7367493174970141 7.7596969380974761 5.1738369092345229 17.872491654008627
leaf_count=338 757 42 66 65 140 12 250 31 161 6 58 184 54 199 41 850 52 33 30 32 15 41 99 195 18 44 69 31 52 69
internal_value=-0.000392275 0.00611358 0.00956711 -0.0572873 0.0147057 0.0161015 -0.0417083 -0.0164744 -0.0588473 0.00917947 0.0286446 0.0236829 0.0152212 0.0231998 0.0591971 0.000500066 -0.0651143 -0.00841254 -0.130133 0.00486114 -0.00168943 -0.0851619 0.00704501 -0.0107222 0.010873 0.0427805 0.00520331 0.00740853 0.00397002 0.00783027
internal_weight=604.078 568.345 538.986 29.3593 489.891 484.597 49.0948 36.0165 20.9997 10.1672 268.628 248.909 205.265 194.584 65.673 215.969 14.4452 9.29213 10.6808 128.911 118.006 11.1783 106.828 74.9047 53.7058 15.0168 201.523 197.787 190.027 184.853
internal_count=4034 3277 2874 403 2316 2274 558 308 233 72 1106 1048 908 824 240 1168 97 45 84 584 552 56 496 397 202 75 1071 1002 971 919
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 2 1 1 1 1 1 0 2 0 1 0 1 0 1 2 2 2 1 0 1 1 2 2 2 2
split_gain=36.0214 10.6082 12.0702 8.53765 7.93108 7.72165 8.29269 9.30736 7.53917 9.14458 6.11238 13.9067 6.93557 6.48852 7.17711 5.81333 5.94987 10.3693 7.82744 5.66894 13.3229 6.08527 7.89641 11.7386 5.00764 13.6759 4.89079 4.65927 4.20596 4.05478
threshold=0.4662734648500001 0.42018203045000008 43.961868063600001 44.952171034750002 0.4019490434500001 47.709122305950011 0.35862698720000002 0.34524415440000006 0.39091643965000006 0.39382054430000007 0.39591628995000006 0.53475943835000017 40.563919884450009 0.54228915300000013 0.46280051495000007 0.47883296910000012 0.3447052483500001 0.47604862130000009 0.34509445825000007 41.243661560350013 41.827117825850003 42.094663496250007 0.44805544745000009 0.54562737640000014 0.33750486510000005 0.32388251845000005 42.753078181500008 49.122847560300009 49.122847560300009 36.728658719300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 5 6 7 -4 15 -10 -11 29 13 -13 -15 16 24 -18 -19 -14 -21 -22 23 -23 25 -3 -20 -7 -5 -12
right_child=-2 2 4 28 -6 27 -8 -9 9 10 11 12 19 14 -16 -17 17 18 26 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10831082922124174 -0.10212158457070737 0.058342639971383184 -0.14349215363115927 0.044025566326116615 -0.11003394515980047 0.080184679467676712 -0.1207587534522629 0.070775882702990844 -0.12019898736007467 0.075211513624334758 0.036179235823414445 0.037083489896923227 0.069202116432081212 -0.051261785089889045 0.079028392954905935 0.03074417982842902 -0.10632637768631292 -0.080784467389466763 0.046127582418296592 -0.11598218496420194 0.094892642475261177 0.04785325487693428 0.095128421199452806 -0.10129815283129835 0.058526769981130981 -0.13323765652974937 -0.061532495393924094 -0.037638099396795979 -0.071404021632558851 -0.12103746624367073
leaf_weight=14.322278503328564 32.858115177601576 9.8636236861348134 2.8546137809753436 8.7099690735340101 11.952750284224747 9.6341715008020383 9.9508204534649831 6.9947704561054707 6.5155399814248076 10.287963792681692 1.8998006582260121 15.476359233260153 22.04173332452774 41.005498558282852 4.7139512300491324 231.33052391558886 11.36294052004814 8.6871563829481584 24.147421840578321 7.3429362140595904 10.749218709766863 10.863351397216325 7.4526020772755137 10.260657913982866 23.78572778776288 5.9882096648216239 5.1130505651235572 5.1506284885108462 4.9510419070720664 12.018154188990591
leaf_count=338 757 32 38 40 250 31 161 34 82 35 18 55 71 340 19 842 132 52 89 43 29 34 26 68 83 54 53 44 25 159
internal_value=-0.000384648 0.00563393 0.00881716 -0.0543653 -0.0398119 -0.0155428 -0.0563733 0.0086753 0.013523 -0.00415707 0.000748934 -0.00457748 0.00560065 -0.018883 -0.0378281 0.0223901 0.000663223 -0.0225251 0.00256817 0.0274066 0.00766653 0.0307543 0.00662833 -0.0245947 0.0295103 -0.014029 0.0273148 0.0391384 0.00219142 -0.0995774
internal_weight=588.286 555.427 527.444 27.9833 46.5378 34.585 19.8002 9.84938 480.906 160.628 154.112 143.824 129.906 61.1958 45.7194 320.279 88.9481 49.3106 37.9476 68.7105 46.6688 39.3258 28.5766 21.124 39.6376 15.8518 29.2605 14.7848 13.661 13.918
internal_count=4034 3277 2874 403 558 308 233 72 2316 979 897 862 685 414 359 1337 495 326 194 271 200 157 128 102 169 86 142 75 65 177
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 2 1 1 0 2 1 1 2 0 1 0 2 2 1 1 2 1 1 1 1 0 0 2 0
split_gain=31.8872 9.30539 11.6126 8.5739 8.18085 7.80489 7.32315 7.85982 6.4604 6.44356 6.55602 9.40216 6.90854 11.19 5.86479 7.08526 10.8892 5.59925 8.12802 5.22625 10.0875 7.17895 4.9207 8.86061 4.74742 4.57009 4.55938 4.41825 5.50973 6.58378
threshold=0.4662734648500001 0.43780126340000008 0.37078231190000005 43.89540535710001 0.50278434775000014 33.96174662340001 35.419594101850009 0.36491422415000008 0.32388251845000005 0.47736594710000008 38.625745710700009 0.35471991855000007 0.34584293880000011 42.779078631750004 0.51191581090000016 0.37473428940000003 0.5054040298000001 47.709122305950011 49.122847560300009 0.34545372890000009 0.34542378970000004 41.50623664750001 0.32388251845000005 0.33750486510000005 0.3055746834000001 0.34560342505000002 0.47943175355000006 0.5231430197000001 38.244973486750006 0.52863686715000002
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 -3 -7 9 24 22 -11 12 19 -14 15 16 -4 -5 -19 20 21 26 -8 -24 -1 -21 -12 -16 29 -29
right_child=-2 2 3 17 -6 6 7 -9 -10 10 11 -13 13 -15 27 -17 -18 18 -20 25 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10870286027786083 -0.10040245266818329 -0.12836150473488769 0.086775714390666031 -0.11164360397788671 0.084900906975879695 0.091484118631291439 0.11994020615809252 -0.087571445741553719 -0.11946305927871102 0.096900038931968455 -0.0085288246874557997 -0.097293105789959033 0.071867960544699475 -0.05338761985266495 0.036251956198598626 -0.163274752585892 -0.13746760937483568 0.055122736975592126 -0.089515431516078076 -0.088631927388968204 0.12697601636359734 -0.033263288353068819 -0.14920174838634651 -0.0057053817323098688 -0.0035583064275704853 0.0025675085387979937 0.064057750345645495 -0.14504861565235974 0.0063699853462128118 -0.020476471769942439
leaf_weight=5.1256809607148197 30.214604131877422 3.5733643472194663 4.958994045853613 11.803204968571665 19.986464239656925 13.710169874131678 2.5955163091421118 7.0689185112714759 8.3613326996564847 12.938820570707319 13.610715970396994 6.2546036243438712 51.208202913403511 8.2865476161241514 35.129620276391506 4.6939941197633734 3.8441775366663933 7.4487699232995501 8.1212761141359788 8.4255583025515097 8.4806048385798913 23.131517950445414 4.8478967882692805 38.291626911610365 26.472371965646744 15.795702703297136 23.759610950946808 4.9938296526670447 131.69753679260612 28.203564334660769
leaf_count=125 757 27 12 243 64 40 6 37 170 35 50 32 185 43 116 51 33 41 134 44 22 109 57 284 204 63 73 44 689 244
internal_value=-0.000416849 0.00514858 0.00883941 -0.00700764 0.0234118 0.0183331 0.0205318 0.0162026 -0.041298 0.0195733 0.0284491 0.0228771 0.0277994 0.0544221 -0.000252757 -0.0640535 -0.0111471 -0.0596983 -0.02032 0.0108052 0.0248369 0.0105199 -0.0137854 -0.0218311 -0.0206143 -0.0291569 0.0376209 0.00405236 -0.00280752 -0.0392157
internal_weight=573.035 542.82 502.861 240.895 261.966 241.979 238.406 224.696 39.9594 217.627 171.892 158.953 152.698 59.4948 213.522 13.4972 8.80317 27.3733 15.57 93.2037 68.9824 60.5018 45.735 43.1395 31.5981 24.2213 37.3703 200.025 164.895 33.1974
internal_count=4034 3277 2778 1607 1171 1107 1080 1040 499 1003 656 621 589 228 1189 96 45 418 175 361 254 232 347 341 329 107 123 1093 977 288
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 0 1 2 0 0 1 1 1 2 1 2 1 0 0 2 2 2 0 0 2 1 0 0 2 1
split_gain=28.2618 8.0638 8.05621 10.1048 8.12431 11.2376 10.3608 10.1794 8.04272 7.05404 6.82635 5.61896 4.92334 8.9481 8.82803 5.08398 4.59939 5.7793 7.53413 5.93807 7.88114 7.82308 7.51944 4.98278 4.40064 4.45609 5.50245 10.1358 4.386 6.1267
threshold=0.4662734648500001 32.051492741500006 42.779078631750004 0.42018203045000008 0.35471991855000007 0.48597347385000006 0.34584293880000011 35.171584490050009 0.55769288345000012 0.54228915300000013 0.40301188585000008 0.38052752915000004 0.34311846950000008 39.577821550850011 0.32388251845000005 40.137820134150012 0.40099098830000007 0.51675099550000014 0.49949103320000005 43.018222997350009 43.047778594550003 43.157831852650006 0.4815274992000001 0.47997065955000012 40.563919884450009 0.34467530910000005 0.48637765340000011 0.48244064550000004 42.67709657435001 0.34608245260000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 6 -6 7 -5 9 10 16 -1 14 -14 -9 -15 17 18 19 22 -21 -22 23 -4 -17 -26 27 -27 29 -8
right_child=-2 2 8 4 5 -7 28 12 -10 -11 -12 -13 13 15 -16 24 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.17602838321805328 -0.098699317465363423 -0.10672494264726358 -0.1278668059688837 0.12247838024069364 -0.12709284639258486 0.0061217928571455386 -0.052891638744582796 0.035897589336270387 -0.10077538608457313 0.071955719347992594 -0.12070090717274129 0.0033861682944098543 0.087353141083134869 -0.08493981360158559 -0.11094508316485102 0.059406759220792041 0.12165214706776982 -0.081464703421043616 0.065534447705293972 0.11665170043120668 -0.15189367883480459 -0.0068543037453306175 -0.21825810111782806 0.080654305920512537 0.078609816738811178 -0.0058688131220288355 0.066290173800537214 -0.14266121926293493 0.1113802259272399 0.064303523168076679
leaf_weight=4.1533941663801661 27.787265338003635 6.9570260569453231 2.1826519817113867 8.1582232862710935 6.5204493179917327 219.62046388536692 5.13143566250801 7.5547739937901524 10.456952616572378 9.8037398122251016 5.9649783819913855 3.0110781826078892 14.674839325249193 6.1415986046195021 8.9376046992838365 14.404373519122599 2.5691803097724906 11.108297936618326 12.852470166981218 4.7174818068742743 4.0445688031613818 46.174400337040424 3.1881305053830147 2.4127300977706909 6.1712033860385409 41.246661495417356 7.9020184874534598 6.2355876043438903 15.800229355692862 34.128986179828644
leaf_count=77 757 197 36 19 65 1139 28 26 176 52 132 23 40 30 71 44 9 143 50 13 59 359 23 6 21 190 26 36 55 132
internal_value=-0.000382921 0.00475014 0.00618797 0.0127651 0.0148297 0.00228074 0.0309093 0.0145937 -0.0171406 -0.00881286 -0.0171291 -0.100624 0.00682322 0.0154298 -0.0436799 0.00257424 -0.010207 -0.0141152 -0.0042156 -0.0185087 -0.00692683 -0.0185356 -0.100254 -0.0183862 0.00965003 -0.00199336 -0.0109746 -0.023833 0.0668905 0.0489858
internal_weight=560.013 532.226 525.061 409.585 402.628 226.141 176.488 121.427 115.476 105.019 95.2149 7.16447 113.269 96.7763 16.4924 82.1014 89.2499 86.6807 75.5724 62.72 54.9365 50.219 7.78351 4.59538 75.9598 61.5555 55.3843 47.4822 55.0607 39.2604
internal_count=4034 3277 3177 2119 1922 1204 718 503 1058 882 830 100 484 387 97 347 698 689 546 496 431 418 65 42 317 273 252 226 215 160
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 2 0 1 2 1 1 2 1 1 1 1 2 2 1 1 2 2 2 2 1 0 2 0
split_gain=25.1311 8.18336 7.40868 5.78817 5.81264 7.75141 5.73351 5.71715 7.65406 5.48791 5.96309 6.71014 5.25192 9.20963 4.8576 3.64195 3.56396 8.64414 5.9179 6.11496 4.24323 5.00151 3.71084 3.499 6.46347 12.9055 6.72766 5.93305 5.7198 5.65413
threshold=0.59897907245000015 50.448116877400004 32.051492741500006 0.3055746834000001 0.37078231190000005 0.50339810185000011 0.49485045360000007 35.419594101850009 0.47721625100000004 0.36491422415000008 38.625745710700009 0.35471991855000007 0.34584293880000011 42.779078631750004 0.38052752915000004 0.34398670700000006 0.34545372890000009 0.34542378970000004 41.872294782850005 42.753078181500008 0.34515433670000012 0.34467530910000005 40.664404858950007 42.599563320500003 41.827117825850003 41.605323437500005 0.39542229275000007 0.57944372925000021 48.86568841230001 0.56719858685000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -4 5 7 -6 15 -9 10 -10 12 16 -14 -1 -5 17 18 20 -20 21 -12 -23 24 25 27 -26 29 -25 -8
right_child=-2 -3 3 4 6 -7 23 8 9 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-0.17251395841931003 -0.10646125814717677 -0.1126264443724737 -0.10747208361443582 0.11998657598374532 -0.16463816226898037 0.085279078546601994 -0.004399669515217525 -0.018275100251301853 0.092544721144169881 -0.056790155012323575 0.062811850091575208 -0.079944226112733163 0.065682260603955128 -0.045815766668498473 -0.0074352719575298924 0.027478704826757794 -0.023439522115840199 0.12269423827916044 -0.12160791513551633 0.0045009384114805704 0.062354337800804564 0.01601619583776721 -0.079075126056787959 -0.041865486442334843 -0.055513587520077894 -0.17740934343057926 0.068308801485049433 -0.1091754988360685 0.067776940604722155 0.051531011421847489
leaf_weight=3.8308998104184857 21.4497847892344 5.9529488682746878 4.4030418917536727 7.7256444133818176 2.2027837112545958 15.853586830198763 125.12731317058206 71.127462584525347 12.003973118960856 8.7069248184561712 8.3971026018261927 6.5151981785893431 46.821977913379669 8.8005274012684804 3.3337572403252125 9.47535841912031 24.611195668578148 7.4397868961095801 6.1553427129983929 10.244426958262919 19.522740453481674 8.1153221279382723 8.302178777754305 37.905798725783825 5.346783988177779 4.2106052041053763 24.469890430569649 4.811658762395381 5.440949033945798 21.126099083572626
leaf_count=77 649 140 125 24 32 55 645 632 35 42 25 32 187 46 34 45 109 22 40 48 59 30 39 433 47 36 92 115 39 100
internal_value=-0.000353565 0.00395717 0.00528663 0.00669195 0.00767669 0.0173647 -0.00407702 0.0132858 0.00940029 0.020608 0.024645 0.019384 0.0237445 0.0480412 -0.0957019 0.0690276 0.00917964 0.0209548 0.00849262 -0.0428316 0.0274767 3.70066e-05 -0.0320706 -0.00252877 0.00346046 -0.00472827 0.0461047 8.48322e-05 -0.028103 0.00367944
internal_weight=549.431 527.981 522.028 514.864 510.461 279.819 230.642 263.965 246.764 175.637 166.93 154.926 148.411 55.6225 7.16466 17.201 92.7881 68.1769 60.7371 16.3998 44.3373 24.8146 16.4175 228.439 185.092 155.276 29.8167 151.065 43.3467 146.253
internal_count=4034 3385 3245 3134 3009 1470 1539 1415 1346 714 672 637 605 233 111 69 372 263 241 88 153 94 69 1507 1035 896 139 860 472 745
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 1 1 2 0 2 0 0 0 2 0 2 0 0 2 2 0 1 2 0 0 1 2 2 1
split_gain=22.5425 7.28567 6.28964 5.15082 4.87036 7.01892 5.33109 4.50574 3.68925 5.88096 6.3463 7.46339 3.94543 5.19387 13.4625 5.92846 5.19015 5.18023 6.15579 4.8458 4.42139 4.20427 9.37262 3.717 3.404 5.21704 9.02384 3.65141 7.56553 3.22882
threshold=0.59897907245000015 50.448116877400004 32.051492741500006 0.3055746834000001 0.37078231190000005 0.49787431515000008 0.36160593995000007 0.38052752915000004 35.171584490050009 0.47736594710000008 38.625745710700009 0.49053920540000012 0.48637765340000011 0.48351845755000006 41.319407281650008 0.48244064550000004 42.141702038450013 0.4778150355000001 0.47883296910000012 41.872294782850005 40.636252116050009 0.47961138885000004 0.34575312120000007 37.198331469900005 0.51191581090000016 0.50889194935000015 0.3782970569500001 43.89540535710001 48.86568841230001 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 8 -1 -5 23 -11 12 13 15 -15 17 -17 -12 20 -16 -19 29 -23 -10 25 26 -6 -26 -29 -20
right_child=-2 -3 3 4 24 -7 -8 -9 9 10 11 -13 -14 14 19 16 -18 18 21 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.16870365610536883 -0.10581302111909903 -0.11148693105473446 -0.10672984204712731 0.071092376664871795 0.047780900870897307 0.054421736428813809 -0.11350660710229506 -0.0066948282445768205 -0.11068124026607545 0.10117500388587991 0.066494866966411048 -0.078784863995576271 0.072573716330787255 0.050007580724289659 -0.2122909325757604 -0.0027974680497442673 0.10366085237857375 0.0010819697501694276 0.018615376910057699 -0.061124526844911597 -0.11707211941830201 0.01686797240338881 -0.12399165500635739 -0.0095235027467140167 0.0033886166118016164 -0.13234803232391354 -0.1466451610767083 -0.086319752111531256 0.074083068883231698 0.10748222265607266
leaf_weight=3.5407221373170605 19.521397424861789 5.4386941324919453 4.0103282500058404 9.8540425673127157 8.0129165723919886 40.591444730758667 3.4781592600047579 3.3323024064302444 3.8371572047471991 9.0275412648916227 13.822955906391142 8.0537866204977018 13.04799674078822 9.1059411466121691 3.6200819052755815 6.6684765629470375 14.619032785296438 5.8234374448657018 9.8742316439747828 5.1195018030703068 6.9431653842329979 30.204075500369072 5.5994910150766364 68.073504561558366 196.6898810043931 5.034138709306716 3.4001073390245429 11.875305175781248 3.9081642292439929 6.9776436686515799
leaf_count=77 649 140 125 43 27 151 45 34 66 27 46 43 45 33 25 28 58 21 36 27 57 114 31 552 1130 54 62 233 33 22
internal_value=-0.000316807 0.00364681 0.00486471 0.00615214 0.00705166 0.0160379 0.00937247 -0.0901556 0.0112285 0.00855222 0.0199186 0.0146595 0.0203858 0.0146334 -0.0350828 0.0234586 0.070312 0.0108724 -0.000880036 -0.12374 -0.0631766 0.0142241 -0.00516174 -0.0149213 -0.00371763 -0.0475464 -0.0101415 -0.000324925 -0.0466022 0.0554114
internal_weight=539.106 519.584 514.146 507.273 503.262 274.342 233.75 6.87302 230.272 220.418 148.507 139.48 131.426 118.378 17.8455 100.533 21.2875 79.245 65.422 8.73958 12.7666 52.6554 35.8036 71.9107 228.921 16.4472 11.413 212.473 15.7835 16.8519
internal_count=4034 3385 3245 3134 3009 1470 1319 111 1274 1231 613 586 543 498 85 413 86 327 281 52 78 203 145 618 1539 143 89 1396 266 58
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 2 2 1 0 0 0 0 1 1 0 1 1 0 0 0 1 1 2 1 0 1 1 0 0
split_gain=20.4342 5.38056 5.17082 5.6725 5.13997 5.88056 5.11117 5.31028 8.5625 4.33778 5.79395 5.34006 4.1112 4.72697 6.19262 6.33107 5.47034 7.60892 5.55319 6.14946 6.09444 7.90189 5.71455 7.42619 4.66734 4.24483 4.0501 7.2464 4.98832 4.49043
threshold=0.4662734648500001 50.448116877400004 0.43780126340000008 0.32388251845000005 0.37078231190000005 0.50339810185000011 33.96174662340001 38.400997490450003 0.36204005870000006 0.49787431515000008 0.49053920540000012 0.48637765340000011 0.58650938595000024 0.46280051495000007 0.45368402140000008 0.57537199485000012 0.44805544745000009 0.43967246490000006 0.5681267027500001 0.54646567465000018 0.53833717555000005 0.40301188585000008 0.40509266190000009 40.280372415600006 0.42290649980000011 0.57537199485000012 0.34584293880000011 0.34587287805000005 0.48351845755000006 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8 9 10 11 26 13 14 16 -16 17 18 19 20 21 -6 -21 -24 -25 -19 28 -28 -9 -29
right_child=-2 -3 4 -5 12 -7 7 8 -10 -11 -12 -13 -14 -15 15 -17 -18 25 -20 22 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.013181964511180731 -0.094758761842137176 -0.11186264102970969 -0.10809725862328448 -0.11639778054665123 -0.0047050503971739844 0.079988281675479223 0.052500411979601758 0.0047019762479374415 -0.12071318786475725 0.079617865736322957 -0.071399399185443913 0.073844587467650782 -0.10829421733768659 0.085679596711450354 -0.12942209473297114 0.10797917514122549 0.053490137426938478 -0.17979521577439866 0.070193596528413449 0.071331808506536365 0.032256054505924552 -0.13086676522380508 -0.12867809769034153 -0.10371178394934324 0.0083994872842424358 -0.0013738957058170445 0.096501315223969319 0.04116301240526591 -0.067319871019582797 -0.036024724372452598
leaf_weight=29.489072661846876 21.949006101116538 3.9909186065196982 3.3881001286208621 6.4977766685187808 92.033138025552034 14.272928290069101 33.265821985900402 98.663210202008486 4.9428182840347281 9.1920121088623983 8.4980766400694829 13.376074455678461 3.6646386291831723 6.0496722459793082 6.7347836513072235 1.3482168354094026 17.153357289731503 3.8219554647803298 10.101717280223964 3.7190877869725218 47.279056698083878 5.2475704699754706 10.25422850251198 5.134706454351547 13.415159499272702 2.0478987209498882 12.934418588876722 17.139132596552376 10.655250072479246 13.452626422047613
leaf_count=329 757 102 27 170 588 55 121 506 32 34 44 47 91 18 104 17 70 36 54 25 172 109 106 41 54 20 58 127 56 64
internal_value=-0.000291354 0.00379217 0.0047084 -0.0318186 0.00751843 0.0177401 0.0138003 0.0156596 0.00917028 0.012661 0.00913843 0.0132559 -0.00323115 -0.00151493 -0.00393142 -0.0898244 -0.000628632 -0.00543721 -0.00192161 -0.00603543 0.00280357 -0.0115105 -0.0453232 -0.0603853 -0.0226335 -0.117547 0.00795358 0.0337512 -0.00231798 0.00721996
internal_weight=529.712 507.763 503.773 35.9868 467.786 239.78 225.508 222.119 188.854 183.911 174.719 166.221 228.005 224.341 218.291 8.083 210.208 193.055 187.185 177.083 144.56 97.2807 32.5232 28.8041 18.5499 5.86985 152.845 43.5262 109.318 30.5918
internal_count=4034 3277 3175 499 2676 1171 1116 1089 968 936 902 858 1505 1414 1396 121 1275 1205 1149 1095 869 697 226 201 95 56 811 249 562 191
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 1 0 0 2 0 1 0 0 2 2 0 0 1 2 2 2 2 2 1 1 0 0 0 1 2
split_gain=18.3265 5.8063 4.75418 4.49453 4.0472 3.65744 8.66583 4.45343 5.677 3.06356 11.0635 3.6431 9.46596 5.8385 12.9778 5.27045 11.4552 3.57741 3.5124 3.62636 5.06842 9.82144 9.64432 6.78904 5.26483 4.58707 4.5799 5.20284 8.40695 5.68724
threshold=0.59897907245000015 50.448116877400004 32.051492741500006 0.3055746834000001 0.38052752915000004 0.35862698720000002 0.49336846205000007 0.49787431515000008 46.862434125350006 0.50706565670000014 0.37668033890000002 0.52432561900000019 0.52770875125000016 38.748048509250005 37.311503175250003 0.5216909673500002 0.51675099550000014 0.39019789825000006 48.86568841230001 42.599563320500003 41.827117825850003 41.218101594450012 40.80591513400001 0.3975479776000001 0.41988263825000011 0.57537199485000012 0.53544804050000006 0.54228915300000013 0.43401395170000007 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5 8 -7 -9 -11 13 17 14 -12 16 -15 -13 19 20 21 22 23 -14 -22 26 -25 -28 -29 -30
right_child=-2 -3 3 5 -6 7 -8 9 -10 10 11 12 18 15 -16 -17 -18 -19 -20 -21 24 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=-0.16191719197661916 -0.10474516634361629 -0.1095041797004259 -0.10598693508222812 0.0095051523629839426 -0.0031446638282465918 -0.081234337789078043 0.08105971351144757 0.031282447651634973 0.11248732153353487 -0.12023425967707667 0.040823449857139982 0.046472601429527173 0.066887340889297375 0.077877492685576311 -0.16281724048349436 0.09563195036130355 -0.12133310122017849 -0.1066474832004759 0.09915632727778402 -0.034796284902562001 -0.012297452414436543 -0.1039675584547666 0.075902953699110778 -0.12052293040366172 0.08602711194391402 -0.11166712342498175 0.043750140145531774 -0.078735083300604497 0.048932776292227774 -0.049819070526644582
leaf_weight=3.1647344809025517 16.270401131361723 4.5393400099128476 3.6078316345810881 210.96485524997115 3.2585349977016449 12.168408909812568 18.401579014956951 29.478246685117483 1.7274891287088383 7.7714140862226477 9.8778482824563962 1.75895196199417 10.316198974847792 8.1757052335888165 4.580750983208417 14.684520579874514 4.4618669822812072 11.512403346598147 3.6086093820631495 25.813008822500706 8.7852730974555033 8.8366773538291437 16.416859462857246 3.7035051807761183 14.32635924592614 5.0766198299825183 15.483108446002005 16.840186752378941 15.855918828397991 9.2248919978737813
leaf_count=77 649 140 125 1174 34 156 73 132 5 62 35 8 38 36 30 41 28 181 30 276 45 69 60 47 56 115 50 133 77 52
internal_value=-0.000286012 0.00308338 0.00410576 0.00521841 -0.0813716 0.00603745 0.0152458 -0.00207086 -0.0571515 0.00103308 -0.00307404 0.00127536 -0.00531205 0.0276937 -0.0236937 0.0548875 0.00754348 -0.0863533 0.0016589 -0.000676075 0.00637747 -0.00322437 0.00635657 -0.00856796 0.0486516 -0.0203292 -0.0127412 -0.00578751 -0.0240838 0.0126112
internal_weight=520.692 504.422 499.882 493.459 6.42327 489.851 229.366 260.485 13.8959 246.589 217.111 209.339 167.559 41.7807 14.4586 27.3221 12.6376 13.2714 154.287 150.679 124.866 101.754 92.9173 76.5004 23.1116 66.1842 61.1076 57.4041 41.921 25.0808
internal_count=4034 3385 3245 3134 111 3009 1247 1762 161 1601 1469 1407 1237 170 65 105 64 189 1048 1018 742 641 572 512 101 474 359 312 262 129
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 1 0 1 1 2 2 2 0 2 0 0 2 2 1 1 0 2 0 1 2 2 2 1 1 1
split_gain=16.464 5.19801 4.44394 6.12796 7.33561 5.50638 7.36103 5.5009 7.31157 8.39884 4.40802 6.68175 4.95827 4.15036 4.12419 7.55452 4.16899 9.65297 3.8439 6.30595 6.05851 3.76824 3.74525 6.97496 5.66769 3.70219 3.6905 3.27287 2.83229 5.61757
threshold=0.59897907245000015 49.122847560300009 48.778770352700008 0.45798030000000006 0.34398670700000006 0.39091643965000006 0.53475943835000017 0.3975479776000001 0.39382054430000007 42.434124620650003 36.728658719300007 35.050303764500008 0.54386096225000014 34.466665687600006 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 0.32388251845000005 0.32058920395000007 0.37386605190000005 33.96174662340001 0.54499865270000014 0.43590012275000006 42.094663496250007 48.226196960950006 39.952536079750011 0.3148857818500001 0.43837010870000009 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -5 7 8 -7 -10 11 12 -8 21 -3 -16 -17 -18 19 20 -15 27 -12 24 26 -22 -24 -1 -25 -30
right_child=-2 14 -4 5 -6 6 10 -9 9 -11 22 -13 -14 18 15 16 17 -19 -20 -21 25 -23 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.13207583749962101 -0.104275582285276 -0.18353845318995254 0.068433718421297973 0.014714277205659982 -0.11777461406496022 -0.11637462693595782 0.13551721156828386 -0.11448404525277707 0.067717358070422312 -0.12186361675467816 0.031166696904044489 -0.15119256856065771 -0.045303458585388451 0.1601867664718003 0.15303117477208134 -0.16963357743639323 0.16660630180528754 -0.10865329970193519 -0.14663569899568404 0.063429980431772129 -0.11162018919790301 0.13110512661361404 -0.085014686793763394 0.055789570518128766 -0.14959890238024062 0.059609533053347021 0.0053697010533160002 -0.1185971686619632 -0.077647565625804549 0.019236497003126098
leaf_weight=0.78631328046322169 14.784983696416019 2.2283651679754248 10.626038584858177 278.87213216535747 8.5725237615406495 5.6674568615853849 2.0226851105689985 10.00671083293855 9.3927108049392682 3.1107895690947762 42.402547664940357 4.583833707496523 6.0593977943062782 1.1105372570455134 1.7969464361667622 2.9226919338107091 1.84077837690711 4.1378903314471245 2.5701319649815551 6.3913266360759726 8.4639356471598131 3.4038642644882202 7.0033067539334359 12.679935522377489 4.634756037965416 1.4841110855340947 12.727277778089045 1.5427868105471132 7.3188161216676226 32.83201271109283
leaf_count=3 649 15 32 1302 205 88 4 201 49 73 158 63 83 22 4 32 9 140 34 25 209 9 72 44 50 4 57 58 53 287
internal_value=-0.000285103 0.00280725 0.0044778 0.00304296 -0.0376494 0.00622243 -0.00853766 -0.0549442 -0.0221557 0.0205508 0.0013488 -0.0547489 -4.98672e-05 -0.0109777 -0.0597755 -0.0339968 -0.0717527 -0.0239033 -0.0324603 -0.0156439 -0.0613447 0.0640414 0.00728974 -0.00582547 -0.0500874 -0.0860751 -0.0267119 -0.033969 0.014588 0.00157617
internal_weight=511.978 497.193 484.266 473.64 34.3255 439.314 160.442 28.1777 18.171 12.5035 132.265 12.6659 8.08208 25.753 12.9267 10.6983 8.90136 5.97867 20.02 17.4499 11.0586 5.73296 119.599 77.1961 24.3653 9.94805 19.7306 2.3291 52.8308 40.1508
internal_count=4034 3385 3185 3153 569 2584 1282 411 210 122 871 150 87 364 200 185 181 149 294 260 235 70 721 563 179 213 129 61 384 340
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 2 1 0 2 2 1 0 2 2 1 2 2 0 0 0 0 1 0 0 1 0 1 1 0 0
split_gain=14.7886 4.62948 3.734 3.72958 3.72027 2.92179 4.53276 7.02365 4.02881 5.29777 3.90947 3.90662 6.54454 5.58753 4.53972 3.89461 3.25471 7.21488 8.43433 3.1955 2.56948 3.3594 10.4925 12.1342 5.05182 4.70225 6.6221 6.14233 5.40772 6.21929
threshold=0.59897907245000015 50.448116877400004 32.051492741500006 0.3055746834000001 0.38052752915000004 35.419594101850009 0.34398670700000006 0.49830843385000007 37.038444968100009 37.828051409500013 0.40955360615000008 0.5296248615500001 36.620308449100001 36.364346611650006 0.46112391845000006 33.41579758040001 38.748048509250005 0.49053920540000012 0.5216909673500002 0.47808448850000007 0.47721625100000004 0.35651627195000007 0.50278434775000014 0.47817430615000006 0.34575312120000007 0.5054040298000001 0.37668033890000002 0.37078231190000005 0.52432561900000019 0.5296248615500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5 -8 11 -10 -9 12 13 -7 -13 -12 17 19 -19 -11 -18 24 23 -23 -22 -24 27 -27 -28 -30
right_child=-2 -3 3 5 -6 8 7 10 9 16 15 14 -14 -15 -16 -17 20 18 -20 -21 21 22 25 -25 -26 26 28 -29 29 -31
leaf_value=-0.15975439781385437 -0.1038540908473693 -0.10787915027277678 -0.10524065763868529 0.1097671384969669 -0.0015935400153884742 -0.014219136873963282 -0.12132577827500624 0.064302017024454872 0.054249802093798254 -0.019184455983742618 0.078567775253973154 -0.15078730987277583 -0.11044567271818106 0.13613994110368352 0.044636274361879044 -0.12483691412902941 -0.01430216914765323 -0.21658792651739059 -0.034772858273154787 0.10829586382338435 0.0046147419962946036 0.12400050270641161 0.079962625151864641 -0.14714358768902761 0.043045790765106437 0.028992786980013414 0.047296806381776205 -0.15551007392509633 -0.065462019281917638 0.0054929370444982825
leaf_weight=2.7811337942257515 13.429532092064617 3.7696169689297667 3.0854991003870955 6.4892768710851696 3.1966522317379713 9.3269956465810591 3.2370019536465433 13.692539080977442 21.078814117237926 4.0219999998807934 1.5125511549413193 4.8848592005670062 4.8995696827769271 3.362509310245513 1.5710040386766193 2.4925807453691959 58.379267152398825 3.2893153354525557 11.374487917870281 3.8471408039331436 85.60624935105443 2.0330770015716544 8.0806135945022088 8.7706010565161687 56.965371407568455 2.841182153671979 26.665184523910284 4.9445767849683762 13.860603578388689 113.57744674570858
leaf_count=77 649 140 125 24 34 82 29 46 116 30 18 59 35 13 24 41 528 25 87 11 357 5 33 85 264 13 108 49 235 692
internal_value=-0.000326185 0.00251333 0.00336981 0.00434823 -0.0751771 0.0050574 0.0367455 0.0141105 0.0031236 0.00537487 0.0388825 -0.0366995 -0.0122796 0.0256235 -0.103232 -0.0480205 0.00282643 -0.0341047 -0.0755568 0.0431393 0.00500645 0.00849258 -0.000559469 -0.0961187 0.0199701 0.0055145 0.00179846 -0.0881812 0.0063445 -0.00222437
internal_weight=503.067 489.638 485.868 479.89 5.97779 476.805 27.4239 20.9347 449.381 425.336 17.6977 24.0449 17.5891 12.6895 6.45586 4.00513 404.257 22.5329 14.6638 7.86914 381.724 323.345 180.773 10.8037 142.572 169.97 161.889 7.78576 154.103 127.438
internal_count=4034 3385 3245 3134 111 3009 158 134 2851 2638 105 213 130 95 83 59 2522 153 112 41 2369 1841 1220 90 621 1130 1097 62 1035 927
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=0 2 1 2 1 2 1 0 1 2 2 2 0 2 2 1 2 2 0 2 2 2 1 2 2 0 0 2 2 2
split_gain=13.3063 4.14248 3.27915 3.20018 3.38465 2.47554 4.01734 5.68381 3.30737 3.3752 3.30331 4.34189 3.44957 5.12146 4.80814 4.45589 2.84067 5.62997 4.24582 4.10748 8.18165 4.67029 7.71936 4.58637 4.4206 5.82381 6.35769 4.56842 3.70671 4.20769
threshold=0.59897907245000015 50.448116877400004 0.3055746834000001 32.051492741500006 0.38052752915000004 35.419594101850009 0.34398670700000006 0.49830843385000007 0.40955360615000008 33.41579758040001 37.038444968100009 37.828051409500013 0.5296248615500001 36.620308449100001 36.364346611650006 0.46187239905000005 40.241071441700008 40.467253020850002 0.57799167690000008 40.003678352300007 39.952536079750011 39.458743938000005 0.34524415440000006 39.749124837650008 38.748048509250005 0.49053920540000012 0.52770875125000016 38.244973486750006 42.402981339000007 40.984321400500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -8 -9 -10 12 -12 13 14 -7 -14 19 -18 -19 20 21 24 -23 -24 25 -13 -27 -28 29 -20
right_child=-2 -3 3 5 -6 10 7 8 9 -11 11 16 15 -15 -16 -17 17 18 28 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10473075304591005 -0.10347547266450906 -0.10717416510822375 -0.15533329965801412 0.10556221518198859 -0.001434278703302812 -0.012767533592440801 -0.10734885445099132 0.059992515973808981 0.0670070828747487 -0.12247455311025933 0.049387278190268252 0.040214602660008592 -0.1458640333982858 -0.095531469376199163 0.12934873727645024 0.052907982336955088 0.06026294489657974 0.002390783660810913 0.16316703704836213 -0.06237035676792374 0.10760885696289413 0.045157733238164632 -0.132021309671885 -0.029796110108096505 0.026886557119895817 -0.15187663697735371 -0.12007585232433315 0.031324589589335414 0.20807456563963767 -0.11311538476861192
leaf_weight=2.8047746736556283 12.193739049136637 3.4321843292564145 2.584465939551591 6.0936836674809483 3.1964536756277084 9.3475418072193914 3.2897142563015249 13.233166426420214 1.5915433727204793 2.2966497000306845 20.851265303790569 7.633507268503311 4.6690545044839373 5.0871739648282519 3.1940791793167582 1.4869406875222919 18.896199155598879 277.94982765987515 1.043225031346082 13.960529891774057 6.1130502521991721 6.3514139875769642 9.2370426990091818 8.3619519323110563 32.849068287760019 5.5541871264576903 2.9121860414743406 6.3144664354622364 1.8831234127283094 1.1688543483614919
leaf_count=125 649 140 77 24 34 82 29 46 18 41 116 41 60 35 13 23 72 1825 10 94 15 20 74 52 141 40 41 31 34 32
internal_value=-0.000306052 0.00229646 0.00307929 0.00371302 -0.0702377 0.00461995 0.0343097 0.0130374 0.0361685 -0.0449146 0.00285106 0.00489905 -0.0334061 -0.0109015 0.0234264 -0.0978519 0.00258128 0.00742036 0.00388006 -0.012086 -0.00385888 -0.012461 -0.0493447 -0.0834502 0.00352386 -0.0307151 -0.0673464 -0.0164616 0.104961 0.0171805
internal_weight=495.581 483.387 479.955 477.15 5.78092 471.369 26.5048 20.4111 17.1214 3.88819 444.865 421.08 23.7848 17.6288 12.5416 6.156 400.229 300.941 282.045 99.2874 85.3269 79.2138 23.9504 17.599 55.2634 22.4143 14.7808 9.22665 4.0952 2.21208
internal_count=4034 3385 3245 3120 111 3009 158 134 105 59 2851 2638 213 130 95 83 2522 1973 1901 549 455 440 146 126 294 153 112 72 76 42
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 2 2 0 1 2 0 1 1 0 0 2 1 1 0 2 2 2 0 2 2 2 0 0 0 0
split_gain=12.2192 3.09892 3.82386 5.70145 4.44173 6.79248 3.69214 4.87132 6.24893 3.84626 3.60196 6.24703 4.68588 4.14719 6.62902 3.08058 3.54553 4.88489 8.37921 3.29451 3.50216 3.00733 3.54516 5.45147 3.25502 5.55475 4.79297 6.29631 7.16332 6.07073
threshold=0.4662734648500001 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 48.778770352700008 0.45798030000000006 0.34398670700000006 43.832725745850006 0.50706565670000014 0.34674111555000003 0.35862698720000002 0.53866650695000018 0.54386096225000014 34.466665687600006 0.32388251845000005 0.32058920395000007 0.37331217625000007 48.226196960950006 35.782584506850007 43.384297312450009 0.46898296455000005 37.52517992975001 42.779078631750004 42.67709657435001 0.47997065955000012 0.4815274992000001 0.50339810185000011 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 8 15 21 11 -11 -13 -12 -15 -1 17 18 -17 20 -20 22 23 -9 25 -24 -26 -28 -29 -30
right_child=-2 2 3 4 5 -7 -8 9 -10 10 13 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 24 -25 26 -27 27 28 29 -31
leaf_value=0.062959432259494449 -0.088217677535342931 -0.16870741906395592 0.13778771956971178 -0.16150521072349983 0.14139807105380373 -0.10742066338139462 0.06235343930122618 0.034847199899292074 -0.1149957123083679 -0.061914968192211373 -0.12889947614770947 0.16502539281684245 -0.014998278807207447 0.080819756998110226 -0.11239605197465248 0.25021446540629139 -0.14271062168693324 0.057348827850188737 0.1101359315270468 0.05603879418319329 -0.1285159135393267 0.052320180122192188 0.0071575524165187025 -0.14525268241826758 -0.12076860051037844 0.066616250562807247 0.081030051982538723 -0.10751069867065575 0.10426951883976494 -0.042397911406330001
leaf_weight=4.603832144290215 15.31435448490083 2.1691486984491339 1.8108392357826213 2.7196912989020348 1.9388299472630022 2.52725750207901 10.51909217238426 3.0148282758891574 7.5492490138858548 6.3338249772787112 6.1275932416319829 3.12129145860672 2.6936664935201406 3.5210066288709641 3.5822289846837521 0.82608262263239041 2.3679362013936034 6.2912901155650607 0.67294545471668055 1.4536464661359785 7.1291942745447159 14.508871953934429 329.7677148822695 3.7979293987154961 4.3898086994886425 16.498139020055532 6.10769855976105 8.0996886063367146 4.6068931408226472 7.2844254039227962
leaf_count=70 757 15 4 31 9 102 35 16 205 48 156 10 42 14 99 13 34 25 3 4 215 75 1716 36 74 88 18 47 18 55
internal_value=-0.000296096 0.0025324 -0.0495279 -0.0207929 -0.0607557 0.000597198 0.00378285 0.00242682 -0.035908 0.00522363 -0.0325211 0.00679355 0.0816329 -0.0686204 -0.0166208 -0.0103328 -0.0283373 -0.0117963 -0.0549443 -0.0821798 -0.107932 0.00763007 0.00593961 -0.0655536 0.00723241 0.00999051 -0.0240921 -0.00783111 -0.0349802 0.0144235
internal_weight=491.349 476.035 11.1658 8.99662 7.18578 4.46609 464.869 454.35 30.8942 423.456 25.3796 12.1488 5.81496 13.2308 7.10324 23.3449 18.7411 16.3732 10.0819 9.25579 7.80214 398.076 383.567 6.81276 376.754 346.266 30.4885 26.0987 19.991 11.8913
internal_count=4034 3277 161 146 142 111 3116 3081 569 2512 369 100 52 269 113 364 294 260 235 222 218 2143 2068 52 2016 1804 212 138 120 73
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 2 2 0 2 1 2 0 2 1 1 1 1 0 0 2 0 0 2 0 1 1 1 1 1 0
split_gain=11.0665 3.33544 2.69583 2.72709 2.5684 2.626 3.58985 3.07211 4.08671 4.08634 4.04459 2.48796 8.66066 3.58601 5.39662 3.25012 5.23781 3.94392 5.88708 5.99985 3.32948 5.60744 4.17934 3.21537 7.95656 4.8413 3.67687 6.03953 2.59524 3.68687
threshold=0.59897907245000015 50.448116877400004 32.724174661450007 0.3055746834000001 35.419594101850009 37.038444968100009 37.828051409500013 0.5296248615500001 36.620308449100001 0.46187239905000005 36.364346611650006 0.58245262120000019 42.402981339000007 0.45280081435000008 0.46280051495000007 0.44805544745000009 0.43967246490000006 0.57152480465000022 0.54646567465000018 40.280372415600006 0.55257327625000008 0.55769288345000012 42.558389508100007 0.53833717555000005 0.39587138110000003 0.39408999735000005 0.39814676205000005 0.40301188585000008 0.39193437325000008 0.5216909673500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 10 -9 -6 13 -13 15 -15 16 17 18 23 -20 -21 -22 -23 24 25 28 -26 -28 29 -8
right_child=-2 -3 3 4 5 6 11 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 20 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.056614431082876872 -0.10294403352623666 -0.10593832136755582 -0.10400812010765018 0.036339976351260801 -0.010721902032525207 0.044944042498513651 0.0018708142646826716 -0.14186584355625076 -0.083536566979850763 0.050309526632117976 0.12250412748861615 -0.10623652468902618 0.24120474150602056 -0.10938251194502167 0.016258748399654199 0.051072842904311258 -0.10583266511881875 0.078284465701282946 -0.13559923032683752 -0.086726454452646096 0.086066180715909296 0.0045433553248115863 -0.13389266214440576 0.031913980529247814 -0.12230497430629404 0.11051397464469047 0.02676032502787919 -0.1328684050635292 -0.069061713016974072 0.048161688883085578
leaf_weight=7.572784104384481 10.282294898293911 2.8500242074951521 2.3460099184885612 23.429637545719743 9.1952758412808233 20.544164750725031 242.39456420391798 4.3593078143894664 5.2012897133827201 1.4828388541936872 3.0295155122876158 1.2463521175086492 1.6906295791268346 7.1006543543189746 6.5928555373102427 13.669265441596506 4.4984235465526572 6.7814495414495459 5.6358516812324551 5.4189243987202671 5.4405630342662326 6.7568621039390546 3.2200228851288557 39.005563527345657 6.7199335731565979 4.3217509128153315 6.9521057158708555 3.596248609945178 4.7981077227741471 18.520059391856194
leaf_count=125 649 140 125 144 82 116 1408 60 35 23 13 42 26 108 44 54 38 31 61 36 19 26 43 138 146 13 48 101 67 73
internal_value=-0.000307248 0.00191747 0.00256938 0.00353541 0.00408198 0.00235711 0.0041904 -0.0303331 -0.00929415 -0.0930884 0.0222938 0.00206734 0.0937628 0.00137932 -0.0488915 0.00320174 0.00140434 0.00274597 0.0012939 -0.0440602 -0.0193006 0.00439826 -0.0401366 0.00497332 0.00131573 0.00552404 -0.0644921 -0.0276619 0.0038164 0.0051566
internal_weight=484.653 474.371 471.521 463.948 461.602 438.173 414.904 23.2682 17.4261 5.84215 12.2248 394.36 2.93698 391.423 13.6935 377.73 364.06 359.562 352.781 26.4722 20.8364 15.4174 9.97688 326.308 287.303 270.034 17.2683 10.5484 265.713 260.915
internal_count=4034 3385 3245 3120 2995 2851 2638 213 130 83 95 2522 68 2454 152 2302 2248 2210 2179 185 124 88 69 1994 1856 1561 295 149 1548 1481
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 1 1 1 1 1 0 0 2 0 0 1 2 1 2 1 1 1 1 1 0 2 1 2 1
split_gain=9.98159 2.4821 6.4848 4.24904 5.33696 2.65648 3.51404 3.25332 4.98823 3.08108 5.57268 6.61246 3.12985 5.84648 4.33203 3.36291 6.14492 3.05865 2.94171 5.30001 4.03983 3.12718 2.74226 2.74094 6.01972 3.08972 2.51303 4.90139 4.62388 4.05853
threshold=0.4662734648500001 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.58745247150000013 0.47721625100000004 0.34512439750000007 0.37078231190000005 0.36945001650000003 0.44805544745000009 0.43967246490000006 0.5771833178500001 0.5681267027500001 41.092444989200011 0.54646567465000018 0.53833717555000005 0.40301188585000008 40.413896136950008 0.40509266190000009 40.280372415600006 0.39591628995000006 0.42290649980000011 0.36575252235000005 0.33750486510000005 0.32388251845000005 0.43780126340000008 41.385032804600009 0.37413550490000008 41.898943182100005 0.39814676205000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 23 8 22 10 12 -12 14 -14 15 16 26 -8 20 -20 -16 -21 -7 24 25 -1 27 -9 -28 -30
right_child=-2 -3 3 4 -6 7 17 9 -10 -11 11 -13 13 -15 18 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0097975311851327823 -0.085320998293032274 0.065231305845641269 -0.12368483424916708 0.23740569147025528 -0.10462636374021227 0.014888990730225314 -0.13603844241406135 -0.10206478714188896 0.095679647952748414 0.03859299859120445 -0.16348751800568484 0.080102921916851866 0.10215600553635969 -0.06905812313693975 -0.063229142794984886 0.023676468121527777 -0.12669659760752738 -0.032171987148386802 -0.12033753745596742 -0.09269102449683525 0.13047130489960798 0.0026749519447139885 -0.059385504418333068 0.026713369477131339 -0.11456526654203539 0.11255344377965276 -0.1678616399762444 0.014467066932768639 -0.031524170013696388 0.11050890204403155
leaf_weight=26.535820796154443 13.429764961823819 6.1503314599394789 6.5383674819022399 0.82435479387640942 1.0215285401791332 165.13943647220731 3.3770413240417865 3.8564312532544127 7.5574572831392279 16.696437952108681 4.407723772339522 1.4914981741458175 6.8426122367382032 2.81486333347857 2.1054879911243942 44.917950663715601 4.2869105618447056 17.669354679062963 8.1118376106023806 4.6824588347226408 2.2036156170070171 12.94273013807833 5.1251101009547702 21.890410076826811 5.4880360104143611 2.2380500063300124 2.2428898513317135 56.336822543293238 19.940894039347771 2.2375701963901511
leaf_count=329 757 27 123 9 44 741 53 31 30 88 54 28 37 37 24 174 143 256 106 42 17 55 27 142 96 6 24 289 232 13
internal_value=-0.000326285 0.00212491 0.00128029 -0.0858597 0.0481221 0.00289975 -0.0139889 0.00638634 0.0161819 -0.00249534 -0.00631888 -0.101901 -0.00306941 0.0522522 -0.00632981 0.00137454 -0.00989362 -0.0488381 -0.0406435 -0.0534467 0.0358266 -0.0226608 0.0126533 -0.000927068 -0.0185869 -0.000280994 -0.00397592 0.00700116 -0.031032 -0.0171945
internal_weight=479.104 465.674 459.524 8.38425 1.84588 451.139 77.1987 373.941 177.822 196.119 179.422 5.89922 173.523 9.65748 163.866 133.819 88.9015 21.0464 30.0461 25.737 4.3091 17.6252 170.265 56.1523 34.2619 28.7739 84.6146 60.1933 24.4214 22.1785
internal_count=4034 3277 3250 176 53 3074 882 2192 798 1394 1306 82 1224 74 1150 906 732 309 244 203 41 97 768 573 431 335 589 320 269 245
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 1 0 2 0 0 0 0 0 1 0 2 2 1 0 2 1 2 2 2 0 2 2 0 0
split_gain=9.24996 2.84735 2.15792 3.96264 3.28631 7.41613 2.50529 6.54901 7.21285 3.50771 9.88782 2.77665 3.78351 3.60087 4.74348 4.47148 4.59488 6.3198 8.20636 3.43527 3.21291 5.93117 5.60698 5.97351 3.99042 6.66317 10.2667 6.16036 6.7812 4.91089
threshold=0.59897907245000015 50.448116877400004 0.43780126340000008 0.32388251845000005 0.44284602260000011 0.33204095685000007 0.38906020780000011 0.5216909673500002 33.96174662340001 0.52432561900000019 0.52688542260000015 0.52005927965000021 0.5231430197000001 0.50706565670000014 0.37668033890000002 0.50339810185000011 33.96174662340001 38.400997490450003 0.36239932935000002 0.49949103320000005 40.241071441700008 0.34569324270000007 40.563919884450009 40.94178426300001 41.289992964000007 0.48351845755000006 43.157831852650006 42.779078631750004 0.48637765340000011 0.48244064550000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 11 8 -8 -9 -11 13 -13 15 -15 16 -7 -18 19 20 21 -19 -22 -24 -25 29 27 28 -27 -26
right_child=-2 -3 4 -5 5 6 7 9 -10 10 -12 12 -14 14 -16 -17 17 18 -20 -21 22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0088234492517018388 -0.10252219804729026 -0.10549630282088909 0.098523201984074008 -0.11151570209300239 -0.14374167207261901 -0.11183542027965709 0.12747668676514581 0.04459877808789986 -0.16702593957170239 -0.13609897622920467 -0.00097198134296936224 0.094870261635120925 -0.0091491890201126479 -0.093804521575999833 0.0070163600136223265 0.070100808092894026 0.053961711614503985 -0.0040683362836378741 -0.11596003968437291 0.097042480870352499 0.074273236677661544 -0.12816941170016724 -0.092763147063522677 0.054994528211294337 0.0042380304774431634 -0.14091488447405745 0.074570586249493434 -0.20343477084174252 0.0011751411154270989 0.069483766300183533
leaf_weight=26.519661518745128 8.6954645616933686 2.4702388951554886 3.6459077671170226 4.3778986269608131 3.4082755818963042 3.1373051162809125 1.0212590396404255 15.054908458143471 4.4787212740629911 5.6258483333513132 144.64216537959874 8.7069696858525258 5.843550991266965 7.7508216723799732 11.727147851139305 12.395784508436916 28.291338920593262 18.941587731242183 5.6113436743617049 4.1301582381129256 12.536786802113054 4.8339668139815322 6.0528955087065688 16.34810645878315 69.319510243833065 5.4763903617858949 5.422374188899993 3.4129141792654982 8.6860814243555051 13.83909138292074
leaf_count=329 649 140 15 170 53 29 2 55 87 94 1148 23 32 65 51 54 112 77 41 18 42 30 33 62 438 35 16 25 38 71
internal_value=-0.000336667 0.00157952 0.00215298 -0.023374 0.00398576 0.00317798 0.00436097 -0.00499176 -0.112341 -0.00142044 -0.00603097 0.0106892 0.0530956 0.00809571 -0.0331031 0.0117694 0.00826007 0.010117 0.00301308 0.00696337 0.0047068 -0.0293002 0.0104373 0.00421203 0.00900354 0.00192091 -0.0457198 -0.0828319 -0.0537687 0.0150961
internal_weight=472.404 463.709 461.239 30.8976 430.341 426.695 423.287 170.823 5.49998 165.323 150.268 252.464 14.5505 237.914 19.478 218.436 206.04 202.903 174.611 169 164.87 23.7756 141.094 128.557 122.504 106.156 22.9978 17.5754 14.1625 83.1586
internal_count=4034 3385 3245 499 2746 2731 2678 1386 89 1297 1242 1292 55 1237 116 1121 1067 1038 926 885 867 107 760 718 685 623 114 98 73 509
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 1 0 1 2 1 0 1 0 1 2 1 1 0 2 2 2 0 1 1 0 2 1 0 0 2
split_gain=8.3433 2.55744 2.11889 2.78927 1.71522 3.40121 4.23072 2.63604 4.59594 2.59201 8.60112 3.31421 3.70126 3.35293 2.91696 2.79234 2.7557 5.30467 4.44172 4.49359 3.99742 2.32174 2.17719 5.67953 3.33941 2.15228 1.96035 1.87079 8.34045 7.03852
threshold=0.59897907245000015 50.448116877400004 32.051492741500006 0.38052752915000004 35.419594101850009 0.34398670700000006 0.49830843385000007 0.40955360615000008 33.151194885250007 0.34219035360000005 0.45994131915000008 0.34467530910000005 0.47700667645000011 0.3447052483500001 44.756878345700009 0.34512439750000007 0.35862698720000002 0.49830843385000007 38.625745710700009 40.137820134150012 39.577821550850011 0.47709649410000005 0.36945001650000003 0.37078231190000005 0.49830843385000007 36.957836847500012 0.3055746834000001 0.48537468940000006 0.48351845755000006 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -8 -9 10 26 -11 14 -14 15 -13 17 18 -15 20 -20 -21 24 -24 -18 -26 -6 28 -23 -29
right_child=-2 -3 4 -5 9 6 7 8 -10 11 -12 12 13 16 -16 -17 22 -19 19 21 -22 27 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.14708245987019353 -0.10227797650125013 -0.10500218169419809 0.099532458388672418 0.0010621207093046731 -0.10355479239196336 -0.098436441949465228 0.0519569733269164 0.113663164900345 -0.12138241814871807 0.044385916578429011 -0.19545469144977057 0.0082701625857521718 -0.12473260850726497 0.099556188378444405 0.037785877506955348 -0.09309655823236529 0.011915902541500711 0.093842288983600086 0.00059768351655759249 0.08250572630188889 -0.1218656016378416 0.010952711393260137 0.0919632117486648 -0.0030519594196796195 -0.029143036978677268 -0.12868553991572723 -0.0031753585641052921 0.095660646030501909 -0.11115375708307328 -0.010008347541377575
leaf_weight=2.1976355127990237 7.8858127268031231 2.2451477814465752 5.2827663738280561 3.0139073245227337 2.0936687691137221 3.0812800172716406 12.269863881170751 1.2422489579766982 2.5183943081647158 18.859225237742066 2.7405324000865212 3.7584185656160143 2.0245799720287314 5.3631460666656485 3.464145738631486 9.812664242461322 7.2109132036566725 8.0866164490580541 5.8478087261319143 4.5354254320263854 4.8979085013270378 79.626926109194756 6.5034703202545634 192.65094667579979 4.2407175302505475 4.4528934583067894 27.502431649714708 10.620505202561619 6.0165340453386298 15.508002057671545
leaf_count=77 649 140 24 34 125 29 46 11 48 78 36 52 12 22 58 197 33 41 24 17 26 373 29 1441 18 28 219 41 38 68
internal_value=-0.00029305 0.00146419 0.00198905 -0.0614084 0.00272292 0.0285109 0.00887954 0.0295071 -0.0437401 0.00124556 -0.0259702 0.00348218 0.001423 0.00359251 -0.0441172 -0.0650237 0.0043232 0.0152149 0.0104131 0.00665023 -0.0552212 0.0123666 -0.00279258 5.08005e-05 -0.038397 -0.080129 -0.0102763 0.0095205 0.00237462 0.0329431
internal_weight=465.555 457.669 455.424 5.21154 450.212 24.3946 19.1118 16.0305 3.76064 425.817 32.3366 393.481 374.622 357.586 17.0352 13.5711 355.562 140.503 132.416 127.053 10.7457 116.307 215.059 199.154 15.9045 8.69361 29.5961 111.772 85.6435 26.1285
internal_count=4034 3385 3245 111 3134 158 134 105 59 2976 380 2596 2518 2211 307 249 2199 650 609 587 50 537 1549 1470 79 46 344 520 411 109
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 0 2 2 0 2 1 0 2 2 2 0 0 1 0 0 1 1 0 0 0 1 1 2 1 0
split_gain=7.52668 2.36225 3.50474 8.90689 3.2151 4.78141 3.93521 4.8833 2.9461 10.1983 2.01755 8.20587 3.57635 3.47001 6.91178 4.62271 3.60159 5.33057 4.11804 4.91082 3.116 4.60614 2.89491 2.6501 4.81994 4.59529 3.91568 3.44151 2.59582 4.95786
threshold=0.59897907245000015 49.122847560300009 47.709122305950011 45.295823381400005 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 0.42018203045000008 44.952171034750002 0.39587138110000003 0.53475943835000017 36.728658719300007 40.80591513400001 40.890797847750008 0.57537199485000012 0.54562737640000014 0.42209814075000007 0.58035687555000015 0.55677973715000018 0.39408999735000005 0.39091643965000006 0.57294691775000006 0.56719858685000013 0.54228915300000013 0.43401395170000007 0.42114008565000011 39.458743938000005 0.41911918805000009 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 -8 9 -1 20 12 -12 15 -15 23 28 -18 19 -19 21 -10 -21 24 -13 26 -26 -27 29 -16
right_child=-2 4 -4 -5 5 6 7 -9 10 -11 11 13 -14 14 16 -17 17 18 -20 22 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.1042686594603502 -0.10205776434341302 -0.1568959501565679 0.04827786661546183 -0.11300151387456703 0.1261516262271633 -0.15245729920826714 0.11478143851761513 -0.1045511011177962 0.0085859805484130997 0.2913431871555327 0.042893490744929472 0.024607462778875901 -0.11306814261558613 0.11148084627492927 0.068047602322086551 -0.11000163493751412 -0.14475272929850561 0.049387065849620902 0.11971657657001067 -0.028367628094371357 0.070403510187284524 -0.078689151247605102 -0.14972271737441564 0.035779769451576349 -0.03919582307928246 0.040226463402515233 -0.14560731242034713 -0.062162439744300524 0.077468263145770808 -0.065131617466479219
leaf_weight=6.1482798722572616 7.1499904403462997 2.0768827199935904 16.091422259807587 6.7758033024147144 1.8086868822574595 2.6278749797493219 2.0206631980836391 2.0398126887157559 268.56171576119959 0.72885746508836735 1.7427362874150265 16.157559834420681 9.4050575857982022 7.0032569598406544 5.999878369271757 4.8061214527115217 2.8964047264307764 8.3203852847218567 2.5186081640422335 15.734503868967296 7.8789850473403922 6.1865271534770718 2.2463440280407658 11.157690595835446 8.2435202226042765 7.8913027457892877 5.9568609781563273 5.6212296411395073 9.281771205365656 5.2334339469671249
leaf_count=338 649 15 65 167 4 32 9 140 1403 6 18 62 241 23 20 137 27 30 51 132 26 93 24 56 61 43 73 37 28 24
internal_value=-0.000257331 0.00134888 0.00246485 0.000736358 -0.045362 -0.0181004 -0.0571096 0.00459797 0.00257249 -0.0623407 0.00365382 -0.00664512 -0.0886866 0.00103599 0.0181935 -0.0159495 0.00568538 -0.0154338 -0.00243723 -0.0141347 0.00839891 0.0066208 -0.0435285 -0.00773509 -0.0188023 -0.0441117 -0.083834 -0.00236744 0.0383356 0.00600137
internal_weight=460.312 453.162 442.588 426.497 10.5739 8.49704 6.68835 4.06048 419.721 6.87714 412.844 130.217 11.1478 119.069 59.2346 59.8343 52.2313 31.7162 28.8198 26.3012 282.627 274.748 17.9808 55.0282 43.8705 27.7129 14.2004 13.5125 20.5151 11.2333
internal_count=4034 3385 3185 3120 200 185 181 149 2953 344 2609 1087 259 828 359 469 336 264 237 186 1522 1496 156 332 276 214 134 80 72 44
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 0 0 2 2 2 2 2 0 2 2 1 0 1 0 1 1 1 0 0 0 1 0 0 2 0
split_gain=6.78364 2.01191 2.90201 2.79635 5.08933 2.75042 3.9905 3.42127 4.12041 2.50884 3.08066 4.29459 6.0847 3.1408 2.32664 5.4271 3.64761 3.43233 3.58241 3.52376 2.61981 2.38107 2.44022 3.45983 5.14894 2.31066 5.17817 3.9025 3.01667 3.41859
threshold=0.59897907245000015 49.122847560300009 48.778770352700008 0.45798030000000006 0.34398670700000006 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 34.466665687600006 39.458743938000005 41.898943182100005 0.37331217625000007 48.226196960950006 43.832725745850006 0.33750486510000005 0.4764977096500001 0.34467530910000005 0.47604862130000009 0.34485494450000004 0.34494476210000008 0.34524415440000006 0.50706565670000014 0.53866650695000018 0.54386096225000014 0.38906020780000011 0.5216909673500002 0.52005927965000021 36.491284729650012 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 -9 -1 -11 -12 -13 -14 15 -5 -16 -17 20 -20 -19 -18 -23 -24 -25 27 -27 -21 -28 -30
right_child=-2 5 -4 14 -6 6 7 8 -10 10 11 12 13 -15 16 17 21 18 19 25 -22 22 23 24 -26 26 28 -29 29 -31
leaf_value=0.065626282355053744 -0.10185915829217324 -0.14863426642858218 0.055078596801723251 -0.15853724365483352 -0.11348295571964406 0.11460571860187799 -0.14632575148343391 0.10153681256983071 -0.10413941190489534 -0.11028547073782145 0.065113332605018878 0.18342776442849784 -0.11852756724147502 0.049655328442735423 0.15094684440296147 0.044861046518684861 -0.17359649954004042 0.037402274383097699 -0.059411646762782766 0.0098943246237305146 -0.12029052453494933 0.0094293325141181841 -0.12604311605570331 0.068739037037441039 -0.11134576153461251 -0.11103181930940689 -0.047110629049868839 0.068740660309618035 0.064805753852418602 0.00037387694684271457
leaf_weight=3.8372648358345094 6.4815513631328932 1.97814680635929 10.139640647917984 2.0216266252100459 5.7865115092135957 1.7925695478916148 2.4722378794103861 2.0538614541292195 1.8526242673397062 3.3176773898303535 5.4948347490280849 0.97333537228405465 5.3950559701770544 1.3981572687625883 1.0804570317268396 21.173595827072859 1.2105679214000726 1.4422657676041115 8.3787194304168207 176.01899157091975 3.9087054096162319 9.0199348907917756 4.6742235105484706 3.5024066865444183 2.9041881924495101 4.3021502755582324 12.339245503768323 12.04037584364414 8.7999409660696966 128.18916853051633
leaf_count=70 649 15 32 32 205 4 32 9 140 59 51 13 167 4 10 84 12 13 43 859 65 79 155 15 97 44 159 34 28 855
internal_value=-0.000288251 0.0011829 0.00220434 0.000949395 -0.0307009 -0.0428322 -0.0172191 -0.0542649 0.00399626 -0.00723829 -0.024103 -0.00254221 -0.0504085 -0.0839127 0.00301751 0.0048699 -0.028304 0.00574711 0.00341695 0.00465819 -0.077787 -0.0373918 -0.0291889 -0.0606246 -0.0128956 0.00622928 -0.00286904 0.0136619 0.000247134 0.00451287
internal_weight=453.98 447.498 437.349 427.209 26.2028 10.1494 8.17129 6.37872 3.90649 20.4163 16.5791 13.2614 7.76655 6.79321 401.007 378.615 22.3918 376.593 355.42 350.069 5.35097 21.3113 20.1008 11.0808 6.40659 341.69 153.631 188.059 149.328 136.989
internal_count=4034 3385 3185 3153 569 200 185 181 149 364 294 235 184 171 2584 2216 368 2184 2100 2022 78 358 346 267 112 1979 1086 893 1042 883
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 1 1 0 0 2 1 0 2 0 0 1 1 1 2 1 1 1 1 2 2 1 2 0 1 2
split_gain=6.11806 1.90764 2.11191 1.90333 1.89304 5.07708 4.06798 1.88468 6.16206 2.95473 1.69107 4.8488 2.59401 2.50584 3.15423 2.59764 5.22051 4.57559 3.83843 5.07654 3.44398 7.11365 3.13383 3.20331 5.02627 3.75025 3.01729 2.62257 2.55955 2.46022
threshold=0.59897907245000015 32.724174661450007 35.050303764500008 0.34398670700000006 0.52404119640000013 0.38052752915000004 0.31693661865000006 0.42569084760000003 0.39718870690000002 44.952171034750002 0.35862698720000002 0.49336846205000007 41.975471476700008 0.49053920540000012 0.48637765340000011 0.34584293880000011 0.34587287805000005 0.34608245260000009 41.806790701050012 0.34674111555000003 0.34551360740000009 0.34560342505000002 0.34542378970000004 41.872294782850005 42.488347682450005 0.34527409360000011 41.741384785950011 0.47916230050000003 0.34545372890000009 42.198888176300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 8 9 -4 11 13 -13 14 15 20 -17 -18 19 -19 22 -22 23 26 -25 -26 -9 -20 -24 -23
right_child=-2 2 7 -5 -6 -7 -8 10 -10 -11 -12 12 -14 -15 -16 16 17 18 27 -21 21 29 28 24 25 -27 -28 -29 -30 -31
leaf_value=0.10133496386904173 -0.10167996712272143 0.10513623066215061 -0.10411019326949059 0.020142598482651649 -0.13708309106063674 0.0979557835229624 -0.18086345186960995 0.002784110420886382 -0.1199833101090963 0.027536704815392624 -0.00406215746712244 0.10772263958805744 0.01922884170731683 -0.063580634005512851 0.058773414875641854 0.088196325289759181 -0.086075068688221221 0.11009799827148335 0.019355624855732438 -0.019120066203667931 -0.15094705110175674 0.022603604711856743 0.11353021357109448 -0.11607773805139676 0.016996664886221226 -0.084754360874638585 0.08041161120451211 -0.093051834882441911 0.012033735761810122 -0.057010447374324702
leaf_weight=0.68415363878011648 5.8745597722008815 3.2508340440690544 2.0228550685569671 13.902908470481632 1.8789778966456649 2.0995397046208382 2.0162484445609152 56.252981707453728 5.4547099471092215 10.846213404089211 217.89255199767649 7.205159977078436 6.1310329288244247 5.2523896619677535 10.818197466433046 9.9134784638881666 4.7291423082351711 7.4997681081295031 4.7875287495553476 5.1131559535861015 4.6024727039039162 9.4977019429206866 4.4099459499120695 5.6132408808916834 14.429883239790799 4.8363359197974196 5.4963337518274775 3.6640815995633602 5.6910310983657837 6.5639655850827685
leaf_count=10 649 16 127 100 38 5 72 244 192 48 1809 37 32 27 46 58 31 30 34 29 33 33 16 57 102 45 16 20 29 49
internal_value=-0.000299181 0.00104656 0.00185927 0.0362499 -0.0519921 -0.0186825 -0.109368 0.000450398 -0.0309109 0.00684347 0.00188561 0.00898653 0.0670395 0.00441008 0.00658867 0.00290127 0.0265194 0.00281466 0.0227711 0.0577143 -0.00428255 -0.0413403 0.00363401 -0.00251221 -0.0328067 -0.00854556 0.00969377 -0.0293771 0.0563457 -0.00993249
internal_weight=448.431 442.557 435.878 17.1537 6.67892 4.79994 2.7004 418.724 18.3238 12.8691 400.4 182.508 13.3362 169.172 163.919 153.101 35.7072 25.7937 21.0645 12.6129 117.394 20.6641 96.7298 86.6288 24.8795 19.2662 61.7493 8.45161 10.101 16.0617
internal_count=4034 3385 3260 116 125 87 82 3144 367 175 2777 968 69 899 872 826 202 144 113 59 624 115 509 464 204 147 260 54 45 82
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 1 0 0 0 2 2 1 0 1 2 2 2 2 2 2 2 0 0 2 0 2 0 2 1
split_gain=5.64944 1.7613 1.72978 4.40147 4.0157 1.64198 1.78699 2.31237 1.61644 5.56834 2.59636 1.57403 1.37572 4.30446 4.4281 2.58023 3.53543 5.55283 4.38636 7.35652 3.54971 3.5358 3.5189 4.42137 2.53224 1.96215 4.44791 3.17613 1.77756 3.36904
threshold=0.48627286610000009 32.724174661450007 0.52404119640000013 0.38052752915000004 0.3148857818500001 35.050303764500008 0.34398670700000006 0.49830843385000007 0.42569084760000003 0.39718870690000002 44.952171034750002 48.96897326980001 0.35862698720000002 0.49787431515000008 0.35738450945000005 43.047778594550003 42.67709657435001 42.283941020600004 42.779078631750004 43.018222997350009 42.434124620650003 42.522337019050006 0.45994131915000008 0.47769527860000011 43.487767439550005 0.48447651265000008 41.319407281650008 0.48306936920000004 41.385032804600009 0.34554354660000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 9 10 -7 -12 13 14 15 16 17 25 -18 -20 -19 -22 -17 -24 -25 27 -27 28 29 -10
right_child=-2 5 -4 -5 -6 8 7 -9 12 -11 11 -13 -14 -15 -16 22 18 20 19 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.13216663678522009 -0.10277612297923688 0.1017860120609807 -0.13302567986157141 0.09376641307579521 -0.17174579908657486 -0.10371777032779195 -0.067184622640699507 0.036746521072516317 0.0066381066940060162 -0.11852760237052283 0.060254942892208486 -0.016291556938061259 -0.0035198733539830852 0.076644366437515543 0.11293669893091796 0.074571520963992416 0.080704530349071033 -0.14886596487198156 -0.072835132258880261 0.11278643676002714 0.036370780267633941 -0.092883055443275464 -0.12437719294330196 -0.068431776492003646 0.021108380593449914 0.078528852063884658 -0.023376767320583858 -0.070247163744187671 0.025849382520976478 -0.059074667000954068
leaf_weight=0.55685490369796697 5.3105731923133126 3.0333943404257324 1.8389589954167602 1.9802471846342085 1.9831762094981966 1.8369275210425282 2.6394960246980181 11.329445734620093 48.032236445695162 4.9931691884994498 5.8124431110918504 4.9948031157255173 217.72914556181058 8.7664468064904195 3.7043977119028559 2.7762328051030662 13.18732199072838 3.5063977465033522 6.1698249485343677 3.2649214565753937 4.170756131410597 4.2967695891857147 5.1887039951980141 5.3223294094204885 7.7683514505624771 10.714564248919489 7.1355251744389525 5.7712505906820288 30.481502451002598 9.315085154026745
leaf_count=1 597 16 52 5 81 127 23 90 208 192 24 24 1834 49 21 18 74 29 52 11 23 31 83 31 30 48 35 33 142 50
internal_value=-0.00025422 0.000987964 -0.0512566 -0.0179909 -0.105119 0.00175713 0.0322156 0.0171083 0.000509079 -0.0291141 0.00619521 0.0248773 0.00182413 0.00830366 0.00479615 0.00239884 0.00711705 0.000456003 0.0434591 -0.00860025 -0.0642552 -0.0292179 -0.0303277 -0.0462595 -0.0152963 0.00740841 0.0377924 0.00161401 0.00633602 -0.0040358
internal_weight=443.611 438.301 6.35924 4.52028 2.54003 431.941 17.0023 13.9689 414.939 17.6373 12.6442 10.8072 397.302 179.573 170.806 167.102 146.046 123.424 22.6221 9.43475 11.9739 8.46753 21.0556 18.2794 13.0907 111.45 17.8501 93.6001 87.8288 57.3473
internal_count=4034 3437 139 87 82 3298 129 113 3169 367 175 48 2802 968 919 898 736 599 137 63 83 54 162 144 61 516 83 433 400 258
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 2 0 0 0 0 2 1 2 1 0 2 2 0 2 2 1 1 0 1 1 2 0 0 2
split_gain=5.107 1.60152 1.58302 2.69495 3.36187 2.52721 2.86946 2.50226 3.53006 2.60002 5.35383 2.4624 2.2139 2.11671 3.3264 3.95059 1.69399 1.54256 1.4292 11.5203 3.19937 2.80963 5.99623 4.1599 2.2576 4.07672 3.08565 2.80788 3.87107 3.70706
threshold=0.59897907245000015 0.3055746834000001 49.122847560300009 0.31100865245000009 0.42569084760000003 48.778770352700008 44.421469061800003 0.39672464895000009 0.48119816770000007 0.55677973715000018 0.55832160710000012 47.709122305950011 0.35862698720000002 32.724174661450007 0.38052752915000004 0.53043322055000008 48.226196960950006 33.41579758040001 0.58311128410000013 42.402981339000007 33.96174662340001 0.45368402140000008 0.46280051495000007 0.56439926950000008 0.44805544745000009 0.43967246490000006 40.94178426300001 0.57152480465000022 0.55074698365000019 40.280372415600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 16 6 13 -4 -9 -10 -11 12 -8 14 -6 -16 -5 -15 20 -20 -19 24 -23 -24 25 27 -27 28 -22 -30
right_child=-2 2 7 4 5 -7 11 8 9 10 -12 -13 -14 17 15 -17 -18 18 19 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10338568469310841 -0.1014376904803892 0.069333600079671626 -0.14239112756956265 -0.11121600249668798 -0.18206717504004788 0.073194427171205903 -0.007121633390825579 0.067289050609190271 -0.14056388899339461 0.22644630186671538 -0.10728022045088417 0.019975548940941966 -0.10797610344711941 0.065416394418520929 0.08978544186262484 -0.1338733584632974 -0.012638522714544451 -0.13184841050633997 -0.10510117295035207 0.27249150626816904 0.006118533744321572 -0.12188101164022898 0.081708249890019138 -0.061988864653883369 0.042067183351044327 0.0010674208569377247 -0.16151237777753374 0.072841797853794785 -0.10238939361278154 -0.01009520107380359
leaf_weight=1.4669073279947031 4.9292559437453738 5.8943769726902238 1.8787249177694301 3.9049323452636591 1.5736387129873026 4.9837054200470439 3.39368763938546 3.1693748831748962 2.435613302513957 0.74568557739257846 1.3527955971658228 4.2299730442464343 6.0687144864350557 4.039048369973897 1.8671620562672617 1.3686436638236044 3.1490194723010063 1.7584064938127983 1.749260040931403 1.5016405936330555 317.47260318603367 5.4972157031297675 4.2445799671113473 3.834583567455411 15.736657649278639 2.109025575220584 2.6146220341324806 5.9277292527258387 6.3355505131185081 13.899621533229945
leaf_count=125 649 54 15 219 22 16 34 11 84 1 89 29 228 23 5 36 12 19 76 15 1803 114 14 49 67 20 24 28 85 68
internal_value=-0.000223628 0.000925396 0.00127899 0.00218915 0.00124064 0.00241771 0.00154725 -0.0389138 -0.0136777 -0.0702742 0.011308 -0.0434511 -0.0718047 0.0031209 -0.0628116 -0.00481517 -0.0672091 0.00394087 0.00329202 0.0693146 0.00272635 0.00335292 -0.0413137 0.0135058 0.00501845 0.00334482 -0.0889234 0.00461315 0.00341554 -0.0389921
internal_weight=439.133 434.203 432.737 423.154 417.26 410.206 405.222 9.58219 7.70347 4.53409 2.09848 13.6924 9.4624 391.53 4.80944 3.23581 7.05395 386.721 382.681 3.2509 379.431 377.672 13.5764 8.07916 364.096 348.359 4.72365 343.636 337.708 20.2352
internal_count=4034 3385 3260 3060 3006 2775 2759 200 185 174 90 291 262 2468 63 41 231 2405 2382 91 2291 2272 177 63 2095 2028 44 1984 1956 153
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 1 1 1 1 0 0 2 1 1 0 2 2 2 2 0 2 2 2 0 2 0 1 1 2 1
split_gain=4.68084 1.31652 1.45674 1.76017 7.97226 5.92658 3.0401 2.64143 2.20703 5.47292 2.18403 4.41219 2.05902 2.0715 3.77452 3.29503 3.56952 4.66993 8.2194 2.95656 2.65019 5.45366 8.37674 3.5246 3.50134 3.04224 2.61038 2.48977 2.04376 1.93
threshold=0.48627286610000009 32.724174661450007 35.419594101850009 0.34311846950000008 0.45994131915000008 0.33750486510000005 0.34467530910000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 0.46495613905000005 50.205949521800008 0.34509445825000007 0.35862698720000002 0.49830843385000007 38.625745710700009 40.241071441700008 41.319407281650008 41.436838994450007 0.48537468940000006 41.975471476700008 42.67709657435001 42.779078631750004 0.48028502140000007 43.018222997350009 0.48068920095000006 0.3453938505000001 0.34554354660000003 44.952171034750002 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -5 8 9 28 11 -8 -12 14 15 -14 27 19 -19 26 23 25 -23 -20 -24 -22 -18 -17 -4 -15
right_child=-2 2 3 6 -6 -7 10 -9 -10 -11 12 -13 13 29 -16 16 17 18 20 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.047733242458606218 -0.10262248544175522 0.02733193310595667 -0.10331211914843319 0.047237604165430963 -0.1329786968521198 0.18502723260033074 -0.1062744683026584 -0.13013685808271866 0.040222945233078143 -0.1357941745394525 -0.027503931539693251 0.16263861829467235 0.090648639970195857 -0.036336066407597289 0.088152524487676784 -0.0061650914604451301 0.070773342511405643 -0.13549395220384314 0.071249757020692805 0.10173359277618087 -0.10094341917747598 0.085527091146418821 -0.094262156573438061 -0.016762799919159129 0.0021630588889153235 -0.013721870384267101 -0.010589701353036659 -0.10690015422841748 0.022498903324682074 -7.2755405899661095e-05
leaf_weight=5.5168780526146284 4.4208843535743645 20.661868642084301 1.4720332138240433 14.313628562726079 5.4158412199467412 1.6272765919566143 4.1234179474413386 1.7573611792176951 7.8379646632820359 3.4562108330428591 23.408578487113118 0.71610194444656361 4.785547398030757 15.88290314376354 6.4346666857600203 5.4732052236795408 7.1632814481854465 4.2573030553758135 12.37557139247656 7.6150986365973941 7.1863985396921661 12.021730434149502 4.6982901059091118 7.1957420445978633 18.972830947488546 9.0160082019865495 8.771954230964182 4.4471867084503174 10.510407540947197 193.22875689808279
leaf_count=139 597 156 123 62 51 7 184 34 34 99 126 1 23 80 41 23 23 28 44 36 68 68 39 33 125 39 36 24 48 1643
internal_value=-0.000248848 0.000802827 0.00143312 0.000109118 -0.0223671 0.000102003 0.00204676 -0.0119186 -0.00299328 -0.0249335 0.000238787 -0.0664835 0.0011537 0.00318945 0.0136378 0.00943109 0.00587166 0.0115871 -0.000508258 0.0504786 0.00753291 -0.00429296 0.0175484 0.0388904 -0.0169756 -0.052408 0.025985 -0.0513234 0.00704312 -0.00282711
internal_weight=434.765 430.344 424.827 404.165 32.0771 26.6613 372.088 25.034 23.2766 15.4387 357.775 4.83952 352.935 329.526 120.415 113.98 109.195 99.2742 75.7239 23.5503 71.4666 51.8953 35.6929 19.5713 23.6711 16.2024 15.9352 9.92039 11.9824 209.112
internal_count=4034 3437 3298 3142 396 345 2746 338 304 270 2684 185 2499 2373 650 609 586 539 444 95 416 339 232 77 164 107 59 47 171 1723
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 0 2 2 2 1 0 2 2 2 2 0 0 0 0 1 2 2 2 0 2 1 1 0 0 1
split_gain=4.28024 1.39369 2.2035 2.91997 2.34218 4.38342 1.80394 6.15862 1.41347 4.00622 3.99429 1.54791 1.91844 1.81916 1.91605 4.19515 4.83406 4.4109 4.82567 2.87883 2.30903 1.94478 2.05277 2.10541 1.72328 2.97704 2.20447 1.55643 1.51124 2.25736
threshold=0.59897907245000015 49.122847560300009 0.39672464895000009 0.48119816770000007 0.55677973715000018 0.55832160710000012 47.709122305950011 45.295823381400005 44.756878345700009 0.35862698720000002 0.42018203045000008 43.832725745850006 44.421469061800003 43.384297312450009 42.779078631750004 0.47997065955000012 0.4815274992000001 0.50339810185000011 0.51675099550000014 0.34575312120000007 42.67709657435001 42.558389508100007 42.47354681640001 0.53866650695000018 43.525909308350002 0.34527409360000011 0.39814676205000005 0.4778150355000001 0.48637765340000011 0.36160593995000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 8 10 -10 -1 13 27 14 20 -16 -17 19 -19 -18 21 22 -12 -24 -15 -26 -27 -13 -29 -30
right_child=-2 2 3 4 5 -7 -8 -9 9 -11 11 12 -14 24 15 16 17 18 -20 -21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=-0.10305486055200337 -0.10124496260915086 -0.13760161299423837 0.060426105110970366 -0.13739528805070192 0.20083084003006133 -0.10670337851637686 0.035704773977896044 -0.11030809469982468 0.12405245031637019 -0.10372241912859792 0.0019918636104398102 0.055737860296575785 -0.1288512160883391 0.076466885983506053 -0.11766973800824142 0.076037406893075768 -0.036743865973105104 0.10065749503911321 -0.03946432219777795 -0.15919570818751422 0.044575199257465538 -0.051732256440654351 0.0087745682547505765 0.10756582440530833 0.096471198503226968 -0.10150490692004054 0.029195666599333384 -0.11328780379716102 0.10825883798771577 -0.047903521322187267
leaf_weight=3.6449033140670499 4.152355041820555 1.7844874039292316 3.076163575053215 2.2482465319335461 0.75598406791687001 1.197843136731535 14.970057312399147 4.967194407247006 2.8230689708143468 1.0629299003630874 307.46826152969152 2.2681092834100109 1.8092470010742534 6.4591426774859411 4.0315967714414027 5.3830372616648701 4.5477961152792004 3.8022435400634986 6.950919434428215 3.3226374937221408 13.418825106695293 6.5409185588359824 5.0560230761766416 3.7626463808119297 2.4746468625962734 2.6120563894510269 2.5505719557404518 1.9919146597385404 1.216870844364166 3.8678627256304026
leaf_count=336 649 15 11 84 1 89 65 167 28 68 1845 15 37 27 90 18 25 18 57 22 95 45 32 15 8 30 20 12 7 103
internal_value=-0.000207825 0.000776863 -0.0380189 -0.0136031 -0.0677969 0.0122892 0.00162001 0.000350836 0.00173515 0.0617496 0.001142 0.00211697 -0.0345984 0.00319928 0.00183531 -0.0232799 -0.00742837 -0.0315536 0.0100818 -0.088439 0.00392956 0.00224006 0.00335623 0.0509257 0.0384475 0.00629298 -0.0369329 -0.0163501 -0.0394547 -0.010531
internal_weight=430.219 426.066 9.06272 7.27824 4.20207 1.95383 417.003 402.033 397.066 3.886 393.18 389.535 11.154 378.381 364.285 28.0382 24.0066 18.6236 10.7532 7.87043 336.247 322.828 316.287 8.81867 14.0964 7.63728 5.16263 9.34476 7.07665 5.08473
internal_count=4034 3385 200 185 174 90 3185 3120 2953 96 2857 2521 174 2347 2262 230 140 122 75 47 2032 1937 1892 47 85 58 50 137 122 110
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 2 2 2 0 0 2 0 2 1 0 0 1 2 2 2 1 0 1 1 0 2 0 1 1 1
split_gain=3.88995 1.07177 2.00734 2.38675 2.50536 2.27411 1.44762 5.57225 1.21064 3.31351 0.892281 1.6805 1.23633 0.983447 9.23881 4.66199 3.39628 2.52627 2.43222 3.21005 4.07846 2.98981 4.69928 4.12193 5.20751 7.90279 2.56836 2.05207 15.0356 4.22784
threshold=0.48627286610000009 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 47.709122305950011 45.295823381400005 0.37386605190000005 0.42018203045000008 32.724174661450007 0.52404119640000013 33.41579758040001 0.38906020780000011 0.5216909673500002 0.52005927965000021 0.38052752915000004 38.625745710700009 36.491284729650012 35.879804895950009 0.40955360615000008 0.5231430197000001 0.39382054430000007 0.39587138110000003 0.53475943835000017 36.957836847500012 0.52366695610000014 0.40509266190000009 0.41615520495000008 0.4025178887000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 8 -1 -10 11 -11 -12 15 -15 16 17 -14 19 20 -16 -20 26 -24 25 -25 -23 29 -29 -26
right_child=-2 2 3 4 5 -7 -8 -9 9 10 12 -13 13 14 18 -17 -18 -19 21 -21 -22 22 23 24 27 -27 -28 28 -30 -31
leaf_value=0.098965792791561785 -0.10242025333767274 -0.13276777598335596 0.091752634492164115 -0.13309372996471497 0.07547884303913803 -0.10321456852337262 0.032054709666291092 -0.10934352997263824 -0.10282604591617815 -0.0030745674564619015 0.058441190727155416 -0.12937598760573482 0.03000151733938863 -0.16082017661447728 0.043207939365662765 0.074153946543995861 -0.081874626249539742 0.0002841124227229402 0.060393427972527773 -0.14948954541887699 -0.11960770359103126 0.010575267598060524 0.076762665039836253 0.21184877970525712 -0.012155334453324161 -0.1128634708838494 -0.11010171798126239 -0.19474926210511001 0.0081899035261181405 0.09745650426086308
leaf_weight=1.2713003046810616 3.6909561445936552 1.6703812032937984 1.710516422986984 1.9678405434824524 1.9810353992506864 1.1119258357211945 14.85787360370159 4.5848457491956642 3.0370242772623888 3.6703470386564723 3.922243674285709 1.4775674897246061 33.967883042991161 3.676347302272915 4.3146463744342309 9.6554429754614812 4.5988714396953574 181.22454031463712 8.5005781054496747 2.406135892495513 2.391166603192687 2.5330445319414121 7.3458016812801352 0.83788803964853187 7.276088170707224 7.1067919479683042 5.80613305978477 3.8060302268713704 89.519018914550543 6.8145171850919724
leaf_count=30 597 15 4 31 11 108 70 176 314 28 23 52 168 72 18 27 25 1076 28 47 58 10 25 5 33 188 86 35 657 17
internal_value=-0.000204866 0.000686939 -0.0345874 -0.0103678 -0.0448838 0.0112382 0.00140516 0.000265962 0.00153771 0.00122325 0.00203175 -0.0393259 0.00258374 0.00200989 -0.004219 0.00614537 0.00315775 0.00497497 -0.000346216 -0.0504027 -0.0148491 0.00292233 -0.000805673 0.00413099 -0.000493977 -0.0786176 -0.0734458 0.0052842 -8.64661e-05 0.0408553
internal_weight=426.735 423.044 8.4417 6.77132 5.0608 3.09296 414.602 399.744 395.159 393.888 390.851 5.14791 385.703 381.781 152.334 229.447 219.791 215.192 148.658 9.11195 6.70581 139.546 131.045 122.706 115.36 7.94468 8.33918 107.416 93.325 14.0906
internal_count=4034 3437 169 154 150 119 3268 3198 3022 2992 2678 80 2598 2575 1279 1296 1269 1244 1207 123 76 1084 1056 960 935 193 96 742 692 50
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 1 1 0 0 0 1 1 2 1 0 2 1 0 0 0 0 2 0 2 0 0 2 1 1
split_gain=3.5552 1.03133 12.2322 2.37937 4.0898 4.50851 1.73531 3.8065 5.71356 3.33634 3.1906 3.34658 2.21414 4.3431 3.49559 2.27569 2.68771 2.09389 1.61119 1.30192 2.94939 4.34323 5.42613 2.55521 2.49863 1.76119 3.62113 3.24235 2.66457 2.19809
threshold=0.59897907245000015 0.4662734648500001 0.59538636565000014 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.44805544745000009 0.43929822460000006 0.57537199485000012 0.5681267027500001 0.54646567465000018 0.43401395170000007 0.40509266190000009 40.280372415600006 0.39670967935000007 0.55257327625000008 41.481306584950012 0.43639411995000005 0.56341127510000011 0.47721625100000004 0.4778150355000001 0.47883296910000012 40.636252116050009 0.47709649410000005 41.385032804600009 0.47961138885000004 0.48068920095000006 41.827117825850003 0.34587287805000005 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 9 -9 10 11 19 14 -14 -12 -15 -17 -18 -8 23 24 22 -22 -1 -21 28 27 -27 -23 -28
right_child=-2 2 -4 -5 5 -7 18 8 -10 -11 12 -13 13 15 -16 16 17 -19 -20 20 21 25 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0067485281693961995 -0.10106760446134472 -0.117419946231605 0.35079885330082688 0.065080199369733902 -0.1198432807404303 0.086945299209431767 -0.011616207550246661 -0.14942915762671224 0.039349725282991521 0.070789961812605703 -0.057612864899241167 0.10856172388180492 -0.1151802326960043 -0.074112785147359125 0.13426706380449036 0.072050661558121995 -0.083362983241247565 0.020272830438015366 0.056418414140120644 -0.015695445589077452 0.010139156865970366 0.0079080483663110258 -0.11766137813941342 -0.10406075897821761 0.073278114188215213 -0.010210437656466618 0.019466409755016019 -0.11527598942899533 0.09929550732641583 -0.0011837005903288793
leaf_weight=59.635204060003161 3.4669865011237553 3.7399831856600931 0.65580198075622309 5.7368867024779311 5.2296273172833017 1.3205788475461302 5.1885557612404218 4.0416970043443134 2.6573584992438555 6.8236638572998336 1.9062034375965624 2.9672443382441989 6.3149775303900268 5.0694385869428542 1.8915605805814264 4.050054579973219 3.6689695036038756 4.1600137874484062 10.576077105477451 4.4462021589279166 6.6853788867592794 9.1811697632074338 6.6038975343108177 2.8261876329779616 10.879740901291369 7.9888663813471776 80.128616195172071 4.645075149834156 4.8895966857671729 144.51046581240371
leaf_count=865 649 156 14 20 123 27 22 51 34 53 29 44 106 38 12 12 31 16 56 17 27 36 58 17 46 34 405 29 22 985
internal_value=-0.000220329 0.000615283 -0.0475669 0.00112685 0.000228228 -0.0781529 0.00150621 0.000177956 -0.074545 0.00149778 0.000228273 0.00281901 -0.0328378 -0.0443951 0.0379572 -0.0180206 0.00591699 -0.028295 0.0340264 0.00190269 0.00481523 0.00234515 -0.0533693 -0.0111516 0.047466 0.00529094 0.00325247 -0.0488395 0.0396652 0.00618218
internal_weight=421.886 418.419 4.39579 414.023 408.286 6.55021 401.736 385.972 6.69906 379.273 372.449 345.388 27.0612 23.2635 3.79776 16.9485 11.879 7.82898 15.7646 342.42 279.959 264.633 13.2893 62.4614 15.3259 251.344 237.273 12.6339 14.0708 224.639
internal_count=4034 3385 170 3215 3195 150 3045 2967 85 2882 2829 2585 244 203 41 97 59 47 78 2541 1659 1596 85 882 63 1511 1453 63 58 1390
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 2 2 2 2 0 0 2 2 2 2 2 0 0 0 0 1 2 2 2 0 1 1 1 0
split_gain=3.22971 0.983441 1.71271 2.27997 2.00805 2.97476 1.23265 1.45995 3.6141 1.25283 3.30036 2.78381 1.19073 1.17451 1.78456 1.50935 1.51713 3.8566 4.06842 3.75553 4.07898 2.17094 1.9602 1.64982 1.45552 4.05315 1.8553 1.44522 1.44044 4.67143
threshold=0.48627286610000009 49.122847560300009 0.39672464895000009 0.48119816770000007 0.55677973715000018 0.55832160710000012 48.778770352700008 45.295823381400005 47.709122305950011 44.756878345700009 0.42018203045000008 0.4764977096500001 45.048573272350005 43.832725745850006 44.421469061800003 43.384297312450009 42.779078631750004 0.47997065955000012 0.4815274992000001 0.50339810185000011 0.51675099550000014 0.34575312120000007 42.67709657435001 42.599563320500003 44.169240047700008 0.48637765340000011 0.41461333495000008 0.42473279245000012 0.32388251845000005 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 9 -9 10 -1 -11 -13 15 24 16 22 -18 -19 21 -21 -20 23 28 25 -15 -27 -22 -12 -30
right_child=-2 2 3 4 5 -7 -8 8 -10 11 13 12 -14 14 -16 -17 17 18 19 20 27 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10266731095532772 -0.10214422922725758 -0.12850071488822287 0.053216095348280125 -0.13364915040735109 0.16687783130762013 -0.10791608266214169 0.03735081003703921 -0.10861237929475882 0.015017969847765534 0.13250334048138496 0.045868135786163305 -0.10610041917426918 0.074742420040858834 -0.18004700190319203 -0.12622258820625723 0.035233007667767234 -0.11700182237897111 0.072167124033739039 -0.034927909860963655 0.097336658476889909 -0.096607737270994032 -0.14026346432570477 0.041266288507583571 -0.058019151358480361 0.041394352040048724 0.046750035573997595 -0.10589204669716015 -0.0001943963196227856 -0.066657451040239971 0.0036636587054675374
leaf_weight=3.0599657504353663 3.0862763333134344 1.5509531646966914 2.9600844383239746 1.9516353229992094 0.72621452808380105 0.86102051800116897 9.2268044669181091 4.1422041514888388 5.509808037430048 2.167654568329453 7.4678234085440627 1.0233361627906559 0.5651747379451989 1.5754137858748416 1.6668245857581485 13.602871143259106 3.6539644524455097 5.1300060823559788 4.5626196861267116 3.5891777388751489 2.4129495732486248 3.4255605665966868 12.970731895416973 4.5739087164401999 3.1332956543192267 3.1377619430422783 1.0670766541734336 4.3713578451424837 9.7586741279810649 295.46692023426294
leaf_count=336 597 15 11 84 1 58 35 176 35 23 27 66 5 18 37 87 90 18 25 18 24 22 95 34 18 34 67 36 125 1817
internal_value=-0.000224852 0.000532534 -0.0340796 -0.0115463 -0.0657168 0.0178116 0.00121667 0.000379054 -0.0380385 0.0013338 0.000772535 0.0588067 -0.0417585 0.00160207 -0.0312506 0.00253901 0.0012946 -0.0214306 -0.00656517 -0.0285619 0.0111244 -0.0800988 0.00316262 0.00160484 -0.013491 -0.0432426 0.00801352 -0.0344854 0.00247698 0.00141535
internal_weight=418.398 415.312 8.04991 6.49895 3.53887 1.58724 407.262 398.035 9.65201 388.383 384.627 3.75617 1.58851 381.567 10.5804 370.987 357.384 27.1456 23.4917 18.3617 10.3735 7.98818 330.238 317.267 8.91355 5.78025 4.20484 6.78431 312.693 305.226
internal_count=4034 3437 169 154 143 59 3268 3233 211 3022 2928 94 71 2592 174 2418 2331 233 143 125 78 47 2098 2003 137 119 101 60 1969 1942
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 0 2 2 2 2 0 0 2 2 2 1 2 2 2 1 1 1 0 1 1 2 2 1 0 2
split_gain=2.98538 0.94471 1.46566 2.06929 1.60028 2.7765 1.03687 1.27538 2.6981 1.83271 5.18489 1.59339 3.15294 2.99758 3.99636 1.31927 2.2139 1.17568 1.50821 1.1123 5.30244 2.7462 3.26629 2.984 2.62148 1.57096 1.73015 2.48208 1.06062 1.05776
threshold=0.59897907245000015 49.122847560300009 0.39672464895000009 0.48119816770000007 0.55677973715000018 0.55832160710000012 48.778770352700008 45.048573272350005 47.709122305950011 44.756878345700009 0.4764977096500001 0.43780126340000008 40.00488309970001 39.458743938000005 35.782584506850007 0.31100865245000009 35.509685375550013 32.724174661450007 30.317390213800007 0.33750486510000005 0.32388251845000005 0.34467530910000005 0.47604862130000009 0.34479506600000004 0.34485494450000004 38.064633603500006 41.360869295700006 0.34398670700000006 0.43260680815000008 41.092444989200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 9 -9 11 -11 12 13 14 15 -1 -17 18 -13 20 -19 25 23 -23 29 -21 27 -27 -16 -24
right_child=-2 2 3 4 5 -7 -8 8 -10 10 -12 17 -14 -15 28 16 -18 19 -20 21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.12861687876184155 -0.10093736221533001 -0.1250638922288981 0.048240216985923901 -0.13125377114254375 0.15659890565525306 -0.10626968805302395 0.034615539946601624 -0.088281516912552802 0.013937874487550649 0.18783023913691141 -0.10553817468934873 -0.0029057920057266305 -0.09743664032862398 0.12629315049869044 -0.11123096593732465 -0.12053220171131951 0.13364054662996158 0.099522943562183969 -0.12601329638165273 0.082473687658033965 -0.11817700509011642 0.060131808201847416 -0.021738782240956152 -0.11635253865318269 0.0035736363243307036 -0.047851138410127551 0.069026746058086064 0.051353820098465952 -0.29935777561077276 -0.093070368359670697
leaf_weight=1.0431846380233754 2.9225213059689841 1.4399211108684529 2.9399577081203461 1.7964989664033058 0.69792807102203347 0.94703665422275662 9.0540915280580503 4.8832259741611761 5.479974776506424 1.7082803025841706 0.93063465040177096 2.5535791367292395 4.789359834510833 1.6498246472328899 1.0365539579652248 0.86024253652431049 0.56959551572799683 1.6918516680598248 1.6306462073698638 5.7931326851248768 3.3032375974580646 1.2419729381799687 4.7706852182745916 4.1907649207860231 327.84137808857486 5.5177609771490079 5.0667778365313998 4.6452239863574505 0.42156074196100224 3.6843215171247721
leaf_count=2 649 15 11 84 1 89 32 188 33 9 66 33 248 4 75 75 1 6 28 27 54 11 20 84 2097 26 21 18 4 23
internal_value=-0.000224126 0.000489973 -0.033933 -0.01337 -0.0660021 0.00526059 0.0011558 0.000389437 -0.0342287 0.00132141 0.0843715 0.000748143 -0.0379146 0.0131648 -0.034313 0.0431073 -0.019279 0.00182615 -0.0508824 0.00242587 -0.0444414 0.00307123 0.000913155 -0.0760066 0.00215576 0.0381509 0.0212913 -0.00250725 -0.165621 -0.052822
internal_weight=415.102 412.179 7.82134 6.38142 3.44146 1.64496 404.358 395.304 10.3632 384.941 2.63891 382.302 10.3703 5.58096 3.93114 2.47302 1.42984 371.931 4.18423 367.747 4.99509 362.752 341.729 5.43274 336.296 21.0229 15.2298 10.163 1.45811 8.45501
internal_count=4034 3385 200 185 174 90 3185 3153 221 2932 75 2857 409 161 157 78 76 2448 61 2387 60 2327 2235 95 2140 92 65 44 79 43
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 1 1 0 0 2 0 1 1 1 1 1 1 2 1 1 2 0 1 2 0 1 2 1 2
split_gain=2.69748 0.831028 13.9073 1.91419 3.51178 3.99367 1.38834 3.24608 2.9645 1.70671 6.17182 3.5299 2.42468 2.3592 4.59192 3.91445 2.56708 4.4486 6.95208 3.57705 3.47863 2.48344 4.98419 2.85917 2.5892 1.80645 1.45334 3.07474 1.36277 4.91416
threshold=0.59897907245000015 0.4662734648500001 0.59734738480000016 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.44805544745000009 0.43967246490000006 0.57537199485000012 0.56719858685000013 41.092444989200011 0.55769288345000012 0.4317685099500001 0.43590012275000006 0.42953803780000005 0.43401395170000007 0.41988263825000011 0.40509266190000009 41.178189531300006 0.4025178887000001 0.41615520495000008 40.844669808050007 0.54228915300000013 0.42114008565000011 42.141702038450013 0.5398790455000001 0.45036076765000005 39.458743938000005 0.39587138110000003 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 9 -9 11 -11 13 -13 14 16 -16 17 19 20 28 -19 22 -18 -23 -25 -22 -8 -28 -1 -30
right_child=-2 2 -4 -5 5 -7 26 8 -10 10 -12 12 -14 -15 15 -17 21 18 -20 -21 25 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0028340541010896357 -0.10084796956247749 -0.11574104758918785 0.4173191226726356 0.058723154487411437 -0.118325288381626 0.075438103356688019 0.074951952655393547 -0.14471187805463603 0.014356779596425215 0.095768850561129992 -0.081731019674362845 -0.13369533905109579 -0.024846451868572303 0.084835412363545942 -0.15509977845021516 0.018092476318058392 0.066156402247154092 -0.10880855783838579 -0.17019353195534512 0.073626119287216352 0.062036632405199327 0.12878593132877672 -0.090201756967805455 0.075139629387975485 -0.044752037746660728 -0.024188438567587296 0.064332143234545017 -0.043333380614880596 -0.042642436681032764 0.14677283155609069
leaf_weight=284.28105193865485 2.6466315286234012 3.6289215348660937 0.56572749558836211 5.6438008807599536 4.7604838199913493 1.3698031571693716 4.9950285428203633 2.9249799083918324 1.9544784650206564 6.6117048505693656 2.7836679765023291 3.0683732470497471 6.1447579525411129 3.3728127395734182 3.444180723745375 2.1011350955814123 4.440004897303881 3.0510278865695026 3.7446391372941426 6.9729653610847881 4.3023852552287263 4.4989733994007093 3.7695535682141781 4.5900697410106659 2.9647957780398428 5.5822634231299162 5.2119642943143827 5.4014153759926558 15.718938767910005 1.5004211664199818
leaf_count=2083 649 164 6 20 123 27 22 41 31 37 36 51 40 22 48 35 15 36 73 24 17 9 36 13 44 38 17 39 232 6
internal_value=-0.000216751 0.000433795 -0.0438478 0.000892194 7.53333e-05 -0.0750292 0.00124558 3.81877e-05 -0.0809966 0.00109842 0.0431791 1.09041e-05 -0.0610979 0.0015998 0.000799894 -0.0894768 0.00224919 9.71092e-05 -0.0502036 0.00281706 -0.0154687 0.0367823 -0.00563801 0.0656737 0.0280899 0.0133418 0.0304722 0.00953846 0.00117942 -0.0261376
internal_weight=412.047 409.4 4.19465 405.206 399.562 6.13029 393.432 377.823 4.87946 372.944 9.39537 363.548 9.21313 354.335 350.962 5.54532 345.417 325.154 16.6803 308.473 12.9357 20.2634 8.20956 12.0538 7.55487 9.88465 15.6084 10.6134 301.5 17.2194
internal_count=4034 3385 170 3215 3195 150 3045 2967 72 2895 73 2822 91 2731 2709 83 2626 2509 164 2345 91 117 51 66 57 55 78 56 2321 238
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 1 1 0 0 0 0 2 0 0 1 1 1 1 1 1 2 1 1 0 1 1 0 2
split_gain=2.21661 2.88027 11.3706 1.46868 3.20491 3.12942 3.30122 1.07993 2.90051 4.45457 2.34508 2.49053 3.84558 2.8891 2.77948 3.00456 2.04421 1.95681 2.59772 3.475 4.30108 2.99964 6.42621 3.0179 1.61605 2.5206 2.26148 2.40621 2.32287 2.17321
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.46280051495000007 0.45368402140000008 0.58415915690000009 42.402981339000007 0.44805544745000009 0.43929822460000006 0.57537199485000012 0.5681267027500001 0.55074698365000019 0.55257327625000008 40.280372415600006 0.55769288345000012 0.56294721715000018 0.43401395170000007 0.42922367590000005 0.42473279245000012 0.42114008565000011 0.41988263825000011 0.40509266190000009 41.178189531300006 0.4025178887000001 0.39587138110000003 0.52863686715000002 0.39408999735000005 0.39193437325000008 0.53043322055000008 37.137227079750012
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -7 8 10 -10 11 16 -13 -14 -15 -16 17 18 19 20 21 23 -23 24 26 -26 27 -1 -29 -27
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 12 13 14 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 29 -28 28 -30 -31
leaf_value=0.0025713009947384291 -0.1113599297270178 0.42871473196691512 -0.10469481389146121 0.05131844357296076 -0.1165445458358374 -0.10653281800472436 0.18202009768068031 0.026896082778885052 -0.14131894750526344 0.028415155760932259 0.060492477524810066 -0.17106820356612168 -0.083905910129014799 0.063715683973958881 -0.10562455222191014 0.018619003385709189 0.08532760238526918 -0.083130739481583477 0.071489764805892614 -0.10012370936105666 0.07968716328247416 -0.0092369321945626019 -0.16708741321262044 0.068576110211510721 -0.10964251000207642 0.091998452545739323 0.059589827275967747 -0.11554975808058454 0.032157731752121138 -0.026524398435676201
leaf_weight=270.90646031056531 3.8973401868715873 0.54083204269409213 1.5307182155083863 5.645915293134748 4.3699060913640997 0.74423355981707551 0.84852258209139109 15.540055725723503 3.5479824093636116 2.7405188707634807 6.5394582459703079 1.862060962710532 5.111808784306052 4.9610460307449094 3.2554831653833372 4.8404144253581762 2.9242643304169169 2.7192329242825499 5.3012276212684801 3.3682899177074423 6.9694125205278388 12.148129160515962 3.2741838763467959 6.7497906121425322 3.1735677272081402 1.7921306490898121 6.82445692596957 3.3222147012129417 1.5667947260662911 11.311216902919112
leaf_count=1955 479 1 277 27 123 38 15 88 51 46 60 28 87 24 35 27 45 38 32 24 20 76 68 24 116 10 25 74 14 107
internal_value=-0.000222948 -0.0607153 0.0345656 0.000674441 -4.63113e-05 -0.0728074 0.0471904 0.00106399 -5.89814e-06 -0.0673491 0.00114201 7.09853e-05 -0.0342018 -0.0201747 0.00477609 -0.0313412 0.00207627 0.00135903 0.00204137 0.000930461 0.00196808 0.000281042 -0.0427489 0.00245224 0.000959013 -0.0296806 0.00272364 0.0013165 -0.0682135 -0.0103142
internal_weight=408.328 5.96889 2.07155 402.359 396.713 5.96266 1.59276 390.75 375.21 6.2885 368.922 362.382 20.0308 18.1688 13.0569 8.0959 342.351 339.427 336.708 331.407 328.038 321.069 15.4223 305.647 298.897 16.2769 282.62 275.795 4.88901 13.1033
internal_count=4034 757 278 3277 3250 176 53 3074 2986 97 2889 2829 201 173 86 62 2628 2583 2545 2513 2489 2469 144 2325 2301 233 2068 2043 88 117
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 2 2 2 2 1 1 1 1 1 1 2 2 2 2 1 0 1 2 0 0 0 0 0
split_gain=2.02025 3.40446 8.0811 0.988453 4.35612 2.32444 4.43821 5.36319 4.67483 3.98012 4.53422 4.07736 4.12756 2.40958 3.84487 3.21631 1.98566 1.27187 1.17258 3.25911 3.69007 2.91894 3.08302 3.75949 2.27893 5.65967 3.98502 2.85797 1.90194 2.58902
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 0.45368402140000008 0.46280051495000007 0.5654770815500002 0.55832160710000012 38.903925214650009 40.844669808050007 41.092444989200011 39.420767558750008 0.44805544745000009 0.43837010870000009 0.43590012275000006 0.42953803780000005 0.43401395170000007 0.42473279245000012 41.942745071500006 37.828051409500013 37.038444968100009 36.620308449100001 0.42114008565000011 0.54646567465000018 0.41988263825000011 38.748048509250005 0.49053920540000012 0.52770875125000016 0.4778150355000001 0.5398790455000001 0.5216909673500002
decision_type=2 2 2 2 2 2 2 2 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 13 -8 -9 10 -7 12 -11 14 16 -16 18 -18 19 20 -1 22 23 24 25 27 -27 -20 29 -26
right_child=1 2 -4 4 -6 9 7 8 -10 11 -12 -13 -14 -15 15 -17 17 -19 21 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.011752558430332996 -0.10515170833257388 0.18098458762774938 -0.10939098520889044 -0.11497519223215869 0.0192409551486303 -0.018348297490238582 0.068633353173886039 -0.21901560642256723 -0.05168495124448113 0.0085764247229454214 0.11357061474271538 0.079292847144898065 -0.15204779964287116 0.06121895154455375 -0.14791666037094178 0.013350769022783513 0.0038138406025372234 0.092674221015539959 -0.036253893504985861 0.054764042718030481 -0.076583213882956067 -0.080510883460238436 -0.088367398095191327 0.074550689596677877 -0.0020325227041688688 -0.14559453794943675 -0.010205343200059109 0.10100886460504817 -0.045636435527281048 0.025215555517720076
leaf_weight=33.029507948551327 4.7258104581851494 1.7430670678149911 2.1290375418029726 3.7988647809252125 6.6535406922921538 3.8129191566258696 2.2533466797322017 2.4989483021199703 5.030825078021735 3.7942398861050588 8.2277973443269712 3.1482168054208159 2.7661603162996471 6.6439497119281432 3.1673833937384179 2.0288657816126943 2.7492158263921729 3.8896613684482872 2.9031182830221942 14.469232594594358 5.519101243466138 4.647120237350463 3.9452662295661858 6.7180510461330405 201.71579284593463 5.2503466242924315 3.7103628814220428 3.1767261922359467 8.4294999875128251 42.159018031554297
leaf_count=306 555 10 314 116 43 40 20 22 43 32 26 10 41 44 50 35 24 34 29 79 44 35 58 20 1496 40 27 12 46 383
internal_value=-0.000236627 -0.0481926 0.0213245 0.00080423 -0.0295391 0.00162656 -0.000271254 -0.0667141 -0.107218 0.033383 0.071796 -0.0142571 -0.05915 0.00156417 0.000423637 -0.0849501 0.0017196 0.0558764 0.000648496 0.0142953 -0.000894696 -0.00191124 -0.000597385 0.000666106 -0.00119052 -0.0390052 -0.0895339 0.0354661 0.00106371 0.00267789
internal_weight=404.735 8.59792 3.8721 396.137 10.4524 385.685 363.935 9.78312 7.52977 21.7493 12.0407 9.70862 6.5604 354.152 347.508 5.19625 342.312 6.63888 335.673 53.0178 38.5486 282.655 278.008 274.063 267.345 15.0406 8.96071 6.07984 252.304 243.875
internal_count=4034 879 324 3155 159 2996 2847 85 65 149 66 83 73 2762 2718 85 2633 58 2575 429 350 2146 2111 2053 2033 108 67 41 1925 1879
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 1 0 0 2 0 0 2 1 1 1 1 2 1 2 2 2 2 1 1 0 1 2 0
split_gain=1.86166 2.54543 6.56701 1.50134 1.73526 2.9069 1.70839 4.56039 1.96184 3.61779 3.42661 4.16918 3.31907 2.6152 2.17344 2.00378 3.27853 2.9097 1.85987 1.64381 1.08818 0.957895 2.71494 2.93936 2.86127 2.38434 2.60692 3.16718 1.84719 4.55651
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 0.4591329601000001 0.4603604682500001 0.46280051495000007 0.45368402140000008 0.5654770815500002 0.55832160710000012 41.243661560350013 0.57152480465000022 0.56294721715000018 40.00488309970001 0.43691805635000008 0.43590012275000006 0.42953803780000005 0.43401395170000007 39.051326806600009 0.42473279245000012 41.942745071500006 37.828051409500013 37.038444968100009 36.620308449100001 0.36575252235000005 0.42114008565000011 0.54646567465000018 0.41988263825000011 38.748048509250005 0.49053920540000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 7 8 9 15 13 -12 14 18 -11 16 19 -18 -10 21 -21 22 23 -1 -25 26 27 28 29 -23
right_child=1 2 -4 4 5 -7 -8 -9 10 12 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.010624466592601543 -0.11121555906441538 0.27866114034273831 -0.10390822368360274 -0.11040268055893013 0.15049804166783379 -0.11562880204066767 0.058513587142728897 -0.11353015845340415 -0.039870881364922561 -0.062415843847351972 0.024664564652646912 -0.13385422351651535 -0.0079471006581990269 0.10613630925683758 -0.20475484245765802 0.056469610043368229 -0.14365069205560341 0.012035317429208131 0.073905898403292869 0.00343421837765291 0.086172250972058773 0.033062495208167814 0.050409902537751655 -0.15581340037626068 -0.0098808106570877734 -0.073014930473486242 -0.08283249860240284 0.069683160174262557 0.00095858510774040641 -0.079902924920350837
leaf_weight=32.890574847348034 3.3925230354070655 0.69575661420822132 1.2635503769852219 2.5579127848613998 0.84541709162294842 0.79773840634152293 5.1341895759105673 3.4788670130074015 3.0002605579793471 2.4263498093932849 6.133764024358241 2.2743710000067949 5.3954833801835775 6.8210810571908951 1.9229327654466031 6.4907501011621198 2.9467013571411362 2.0257310112938285 2.7569465860724449 2.7478795349597922 3.7711799591779709 5.9058732590638092 14.163739355280994 2.2236982006579629 3.3944976702332497 4.6135687064379445 3.7959851576015344 6.4812481999397269 252.3125034312252 9.0300262393429858
leaf_count=306 479 1 277 107 10 32 16 116 38 33 35 44 37 23 15 44 50 35 9 24 34 41 79 22 22 35 58 20 1925 67
internal_value=-0.00022002 -0.058805 0.0319435 0.000571062 -0.0588918 0.0212957 0.0012081 0.000447858 0.00148173 -0.000239062 0.0312082 -0.0182142 -0.0603453 0.0642453 -0.125348 0.00142117 0.000389403 -0.0802254 0.0146133 0.00156378 0.051297 0.000595436 0.0129748 -0.000794041 -0.0676414 -0.00171566 -0.000530389 0.000610947 -0.00106418 -0.0352347
internal_weight=401.691 5.35183 1.95931 396.339 4.20107 1.64316 392.138 387.004 383.525 362.539 20.9864 8.40814 9.74477 12.5783 4.34928 352.794 346.303 4.97243 5.75721 341.331 6.51906 334.812 52.6725 38.5088 5.6182 282.139 277.526 273.73 267.248 14.9359
internal_count=4034 757 278 3277 149 42 3128 3112 2996 2847 149 79 85 70 48 2762 2718 85 47 2633 58 2575 429 350 44 2146 2111 2053 2033 108
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 0 2 2 1 1 0 2 1 1 1 1 1 0 0 0 2 1 0 0 0 2 2 1
split_gain=1.65349 2.27992 5.15811 1.32331 1.56976 1.41556 4.07112 1.64651 2.99368 3.48839 3.29003 3.42296 2.96019 2.77869 2.10238 1.66438 2.7949 2.63751 1.43146 0.903557 2.62385 3.59675 4.05964 2.23594 2.04724 1.4559 2.95285 2.53403 2.10269 1.85642
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 0.4591329601000001 0.46280051495000007 0.45368402140000008 0.5654770815500002 41.092444989200011 39.420767558750008 0.44805544745000009 0.43837010870000009 0.55832160710000012 39.051326806600009 0.43691805635000008 0.43590012275000006 0.42953803780000005 0.43401395170000007 0.42780156285000009 0.47721625100000004 0.4778150355000001 0.47883296910000012 40.636252116050009 0.34536391125000004 0.47709649410000005 0.47961138885000004 0.48068920095000006 41.827117825850003 41.770271989050009 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 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 7 12 9 -9 11 -10 15 -14 -15 16 18 -18 19 24 23 22 -22 -21 -1 28 27 -27 -23 -28
right_child=1 2 -4 4 -6 -7 -8 8 10 -11 -12 -13 13 14 -16 -17 17 -19 -20 20 21 25 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0062173007178630123 -0.11030006536112257 0.23521008444025038 -0.10356065074125337 -0.10944634686112541 0.01972541227992038 0.053790592841464563 -0.11222872095819812 -0.015338159006875216 0.0054997158747411845 0.10337730149168667 0.073048875334588786 -0.14640221868540165 0.034519198866549756 -0.038799803058436749 -0.14840271700905844 0.052027400755774639 -0.13973139144548966 0.010847953134270217 0.068750035264861231 0.0079964566109446012 0.0055423714754498322 0.063956187375680859 -0.10664169777391158 0.085482384240378378 -0.092785866855333687 -0.011205373866041035 0.021686055748373942 -0.10441641468339893 -0.019297591182557371 -0.00043305982988611015
leaf_weight=56.518107282230631 3.0938671417534342 0.73905587196350087 1.1469499359373001 2.3336873576045032 1.5762525659520177 5.0320186391472808 3.1824449594132593 3.7100133039057273 3.7383565488271397 7.4367652907967567 2.982446223963052 2.4593990405555815 2.5594902876764518 3.9791701417416334 3.1242068978026509 6.3481783620081833 2.7372295749373725 2.0228705266490579 3.128519343212246 8.0370805412530881 6.4436368197202665 8.8719838634133321 6.4592107534408569 6.9395477399229994 2.8705481067299834 7.9220540523529035 48.403885457664728 4.6160705275833607 4.6099907830357543 175.58359080739319
leaf_count=863 479 1 277 107 42 16 116 40 32 26 10 41 22 40 23 44 50 35 40 34 27 38 58 29 17 34 240 29 20 1204
internal_value=-0.000209799 -0.0574712 0.0291911 0.00051463 -0.0573721 0.00109539 0.000406094 0.00134568 0.0290378 0.0638649 -0.01325 -0.0547781 -0.000212835 -0.0548161 -0.0870054 0.00128817 0.000354991 -0.0757406 0.00141909 0.000794535 0.00318732 0.000868115 -0.0506174 0.0439002 -0.0104016 0.00352527 0.00170336 -0.0455222 0.0354886 0.0043469
internal_weight=398.607 4.97987 1.88601 393.627 3.90994 389.717 384.685 381.502 20.327 11.1468 9.1802 6.19776 361.175 9.66287 7.10338 351.513 345.164 4.7601 340.404 337.276 277.887 262.91 12.9028 14.9766 59.3887 250.008 236.526 12.5381 13.482 223.987
internal_count=4034 757 278 3277 149 3128 3112 2996 149 66 83 73 2847 85 63 2762 2718 85 2633 2593 1713 1650 85 63 880 1565 1507 63 58 1444
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 0 1 1 1 0 2 1 0 2 0 2 2 0 0 1 1 0 2 1 0 0 0 2 2 0
split_gain=1.54753 1.73832 1.47571 2.04727 4.20879 1.14424 1.44778 1.16648 3.64613 1.37548 2.54512 3.25901 3.80591 2.68839 2.41531 3.52351 3.64631 1.46891 3.21568 1.72755 2.06981 1.72247 0.82716 1.43619 2.34066 1.8971 2.16933 1.54762 2.78834 1.26728
threshold=0.37331217625000007 0.30910751175000006 0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 0.4591329601000001 0.46280051495000007 0.45368402140000008 0.5654770815500002 41.243661560350013 0.44805544745000009 0.56719858685000013 39.420767558750008 0.55832160710000012 38.903925214650009 40.844669808050007 0.55481871800000016 0.55074698365000019 0.43590012275000006 0.40099098830000007 0.55257327625000008 49.122847560300009 0.31100865245000009 0.42569084760000003 0.39606598605000004 0.39718870690000002 47.709122305950011 44.938119223300006 0.39672464895000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 7 -7 8 9 14 13 12 -12 -11 17 -16 -17 18 22 20 -19 -20 23 -3 25 -25 -27 28 -26 -24
right_child=1 2 3 4 -6 6 -8 -9 -10 10 11 -13 -14 -15 15 16 -18 19 21 -21 -22 -23 29 24 27 26 -28 -29 -30 -31
leaf_value=0.12251850269831976 -0.10510569530158687 0.063714561836950373 -0.10944500181533563 0.20687070258464099 -0.10324204870384529 -0.1085779779138218 0.017626077905253702 0.049410703665713054 -0.11105554506508636 -0.013876299326552009 0.037758962404403934 0.068543950046437332 -0.13816215572586282 0.089253759535354915 0.059319327732419873 -0.18370077975856286 -0.033873048094907918 0.087756547363040449 -0.16535503827359654 0.087027135566250316 -0.05453176943892285 -0.031915488347974377 -0.1220757227693644 -0.25267679210372179 0.0023157621273387401 0.016558352972888702 -0.11595911997599161 0.045691262362462653 -0.081691416950670989 -0.010073672582518449
leaf_weight=1.0249957684427489 1.5826921560801555 3.7226582113653413 2.8202076193410894 0.75516307353973378 1.0408431056421248 2.1276343767531212 1.5869900111574677 4.9354954287409774 2.908460051752626 3.6917826104909208 2.1073006857186547 2.8667828203178942 2.9531429701019078 8.0161825418472272 2.2758181635290367 2.4175600111484528 4.9503440144471824 1.6176769286394099 1.7023411216214293 4.2917608991265297 2.7779026161879301 2.2405033772811294 1.331099085509776 0.48426189878955384 308.13831483549438 2.6456113201566041 2.3173752715811133 8.0334732439368945 4.0023697516880921 4.1909352615475655
leaf_count=15 147 19 479 1 277 107 42 16 116 40 11 10 58 30 20 22 43 9 28 14 44 28 15 40 1906 19 170 36 197 75
internal_value=-0.000195859 -0.00051467 -9.34072e-05 -0.0563005 0.0271504 0.00057474 -0.0546601 0.00110819 0.000480312 0.0013413 0.0271097 -0.0166442 -0.064904 0.0567346 -7.54231e-05 -0.0494405 -0.0830346 0.00129456 0.000253467 0.0418975 -0.00216631 -0.0895286 0.0013106 0.00195415 0.00124807 -0.0637525 -0.0453182 0.00235395 0.00123859 -0.037072
internal_weight=395.558 394.533 392.95 4.61621 1.79601 388.334 3.71462 384.619 379.684 376.775 19.6352 7.92723 5.06044 11.708 357.14 9.64372 7.3679 347.496 338.809 8.68734 4.39558 3.94284 334.866 329.344 325.621 5.44725 4.96299 320.174 312.141 5.52203
internal_count=4034 4019 3872 757 278 3115 149 2966 2950 2834 149 79 69 70 2685 85 65 2600 2533 67 53 56 2477 2387 2368 229 189 2139 2103 90
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 1 0 2 1 2 0 0 1 0 0 1 1 1 0 0 0 1 1 1 2 2 1 2
split_gain=1.30819 1.84091 3.51776 0.979409 1.33648 2.41571 0.96985 3.25481 1.18813 3.20353 4.07894 1.89192 1.37775 3.10104 1.43398 1.24465 2.69049 1.72906 1.47992 1.71915 1.24045 1.20665 1.32423 0.918817 0.819101 3.89104 1.91406 3.12964 3.00527 5.40319
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 0.4591329601000001 0.4603604682500001 0.46280051495000007 0.45368402140000008 0.56719858685000013 41.092444989200011 0.44805544745000009 40.00488309970001 0.55832160710000012 0.56294721715000018 0.43691805635000008 0.55481871800000016 0.55074698365000019 0.42290649980000011 0.43590012275000006 0.40099098830000007 0.56395018115000017 0.5718990449500001 0.57294691775000006 0.45107930900000009 0.33750486510000005 0.32388251845000005 41.898943182100005 44.952171034750002 0.32058920395000007 35.782584506850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 7 8 12 11 21 23 15 14 -14 16 24 -18 19 -17 -15 -11 -23 -10 25 26 28 -28 29 -1
right_child=1 2 -4 4 5 -7 -8 -9 9 10 -12 -13 13 20 -16 18 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.09629380627991159 -0.10864912437682712 0.18689920757176437 -0.10295033209564886 -0.10778910272144902 0.13180910595169271 -0.11461808094839826 0.045347223495088039 -0.10999718682285071 -0.022622901760445582 -0.17886243701346322 0.064238193655740849 0.10587791694505361 -0.051386424148095002 0.04039138251918177 -0.16967352643105033 0.080753321571254519 -0.02067237757013567 -0.1555090738804748 0.081933888774287519 -0.050390866107406999 -0.039287463040344153 0.021336664597535263 -0.12511493569183219 0.063157338055798221 0.0024535398064322624 -0.11229402307622804 -0.12664147580651822 -0.00042013990486779591 0.10211114766460253 -0.1643711579180559
leaf_weight=1.6513904305175011 2.5695727061247444 0.75228250026702859 0.9443268581526354 1.9385346234776073 0.84474087320268132 0.75186952506192029 4.8449000492691985 2.6557111330330363 2.5694384537637251 1.2010151981376105 2.7588107082992792 5.0427706018090248 2.3418907392770034 4.2291405238211155 1.8224008715478701 1.5839788857847432 2.0473336842842396 1.7760357353836296 4.1122361607849598 2.7092875251546502 3.6316995499655604 1.1579533964395525 1.322636915836483 2.4292538911104202 311.33461042819545 3.6162895774468771 2.3487715283408752 12.003574082627891 3.8456331945490092 1.5338100548833606
leaf_count=26 479 1 277 107 10 32 16 116 33 19 10 19 33 19 15 9 30 26 14 44 35 12 31 8 2206 98 127 82 20 80
internal_value=-0.000198512 -0.0552718 0.02557 0.000406871 -0.0519883 0.0157626 0.000888511 0.000321265 0.00109824 0.027354 -0.0276955 0.0626617 -0.000101866 -0.0333813 -0.103152 0.00104625 0.0001069 -0.0833069 0.0390601 -0.00200588 0.00357984 -0.0965859 -0.0567505 0.0190644 0.00105513 -0.0163602 -0.000136019 -0.0210764 0.0426104 -0.0292275
internal_weight=392.372 4.26618 1.69661 388.106 3.53515 1.59661 384.571 379.726 377.07 16.4819 6.44042 10.0415 360.588 12.0251 4.16429 348.563 340.157 3.82337 8.4055 4.29327 7.86084 3.68161 2.48059 4.99869 336.334 24.9995 21.3832 14.3523 7.03083 3.1852
internal_count=4034 757 278 3277 149 42 3128 3112 2996 132 72 60 2864 102 48 2762 2695 56 67 53 54 62 43 41 2639 433 335 209 126 106
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 1 1 1 0 2 1 0 2 2 2 2 0 0 2 1 1 1 0 2 2 2 1 1 1
split_gain=1.32474 1.3405 1.1673 1.65676 2.98889 0.864474 1.21244 0.800193 2.91665 1.04321 1.82364 2.00972 1.73688 2.68553 3.05511 1.29031 1.64182 1.06339 1.06538 2.24772 5.97101 1.72019 1.41326 2.33631 0.941083 0.753429 2.34834 3.50033 1.61959 1.55925
threshold=0.37331217625000007 0.39498817400000003 0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 0.4591329601000001 0.46280051495000007 0.45368402140000008 0.5654770815500002 42.558389508100007 0.44805544745000009 0.55832160710000012 38.903925214650009 40.844669808050007 39.420767558750008 41.092444989200011 0.55609113500000007 0.54646567465000018 41.092444989200011 0.40667944075000007 0.43401395170000007 0.42473279245000012 0.5519595221500001 41.806790701050012 35.419594101850009 33.96174662340001 0.38052752915000004 0.34440585610000002 0.34219035360000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 7 -7 8 9 12 15 -12 17 -14 -15 -11 -17 18 21 20 -20 25 23 -21 -16 26 27 28 -3 -27
right_child=1 2 3 4 -6 6 -8 -9 -10 10 11 -13 13 14 24 16 -18 -19 19 22 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.11331850954333669 -0.10455809670181984 1.5752980924269902e-05 -0.10791060393021082 0.17208526113467457 -0.10268350845775334 -0.10707221576044815 0.014607725732974834 0.041577779106060697 -0.10904180270664561 -0.012472540602771661 -0.12073475025230783 0.032898290645325193 0.052397995652548934 -0.16825365337339168 0.021291610596809542 0.089470887808087041 0.012407359243603326 0.045528024367816076 0.074746061841484177 -0.1259914300876584 -0.14611999876282586 0.080556145065293058 0.059720030636504495 0.059894507597052261 -0.067218730134960505 -0.026310483949281257 0.047963205088639271 0.042620298340584256 -0.13844134569436503 0.001438454591040274
leaf_weight=1.0253983354195941 1.2339216007385392 1.2738939193077414 2.3401494063436981 0.73610407114028908 0.85656978981569409 1.7652042841073119 1.5274842809885738 4.760325774550437 2.4229658576659849 3.6246023532003191 1.6543482253327959 1.7544518709182737 2.2613919023424369 2.2767724506556988 2.1611599996685982 6.3889308124780637 4.8733016178011894 5.2772825835272661 1.8061084747314433 1.4444182780571284 3.7979364488273859 2.7183378892950705 3.1150384917855263 1.2711947076022623 2.7046118311118335 21.803427422884852 11.731829457916318 3.9701762199401855 2.5084027107805014 284.21181100141257
leaf_count=15 158 29 479 1 277 107 42 16 116 40 51 7 20 22 8 26 25 39 5 25 69 54 11 18 35 243 63 16 38 1979
internal_value=-0.000194738 -0.000494518 -0.000162752 -0.0543655 0.0243095 0.000393674 -0.0506247 0.000835964 0.000318852 0.00102995 0.0243152 -0.0416624 -0.000172353 -0.0425746 -0.0726438 0.0394228 0.0561246 0.000983673 0.000291574 -0.0297141 -0.0749378 0.00133693 0.0137521 -0.0389771 -0.0279064 0.000675352 0.019742 -0.0229651 -0.0918084 -0.000538643
internal_weight=389.298 388.272 387.038 3.93282 1.59267 383.105 3.29269 379.813 375.052 372.629 18.2956 3.4088 354.334 9.40394 7.14254 14.8868 11.2622 344.93 339.653 11.4347 5.60404 328.218 5.83065 2.71561 4.86577 325.5 19.4843 7.75247 3.7823 306.015
internal_count=4034 4019 3861 757 278 3104 149 2955 2939 2823 149 58 2674 85 65 91 51 2589 2550 128 74 2422 54 43 43 2368 146 83 67 2222
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 2 1 1 2 1 1 0 0 0 0 1 0 1 1 0 1 2 2 1 0 0 0 0 0
split_gain=1.04721 1.20818 1.04164 1.49192 2.56977 0.741465 1.16202 0.660718 0.757264 2.9389 1.45375 1.62453 3.66047 2.20036 1.01147 0.990959 2.58678 0.877278 1.38259 2.78968 1.72432 1.52094 0.837777 4.33267 1.88345 2.01501 5.19119 3.45473 4.10779 2.1855
threshold=0.37331217625000007 0.39498817400000003 0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 42.402981339000007 0.46280051495000007 0.45206730335000006 39.458743938000005 0.44805544745000009 0.43837010870000009 0.57537199485000012 0.5681267027500001 0.56915960600000015 0.55769288345000012 0.4301667614500001 0.55538756325000016 0.42953803780000005 0.43401395170000007 0.54499865270000014 0.42780156285000009 38.400997490450003 38.748048509250005 0.41988263825000011 0.5223196910500002 0.52770875125000016 0.52925062125000011 0.53928026105000015 0.52005927965000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 7 -7 8 10 -10 11 13 14 15 -13 17 -17 18 21 -20 -21 22 24 -24 25 29 -27 -28 -29 -3
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.099611514003607529 -0.10413652615907726 0.01066558414070682 -0.10722718237293315 0.16068912609367839 -0.10243968364078489 -0.10451856535561627 0.017461678018920783 0.03808303847806753 0.020376564778493159 -0.10702479687080949 0.046681701258428299 -0.040563840316336482 0.058931339404668118 0.069874201099396169 -0.15397762683271154 -0.12589740191642107 -0.0021584632574537382 0.049301925398010212 -0.14283046307035491 0.092915012673288097 -0.063635644913014586 0.073615543202913511 -0.092684199857648863 -0.00018688160634198453 0.096297710996330305 -0.10546419644865468 0.096990788554078056 -0.11994037583308104 0.026045857185195632 0.079635608270792357
leaf_weight=1.0485135568305839 1.1207883364986617 36.984229767345823 2.1302648049313571 0.71075177192687966 0.77680742728989571 1.6866398609708988 1.4544196778442708 4.6817288249731055 4.4782141530886284 3.0396821885369718 6.8147733882069579 1.197688574669882 1.8519716127775607 4.5634206272661677 2.2896900684572756 2.2395080272108299 6.8785379463806748 3.6971652172505847 2.0094759138301006 1.3507283730432393 1.4684725943952797 2.867094750981777 5.1643150541931382 260.81756486999802 2.4794306047260752 5.1535575538873699 3.5675229653716078 2.795673090964554 6.206421410664916 5.2461117170751086
leaf_count=15 158 309 479 1 277 105 44 16 39 99 30 22 20 42 38 50 48 34 37 37 10 38 38 1890 11 44 16 31 39 17
internal_value=-0.000190569 -0.000461862 -0.000159738 -0.0535648 0.0232826 0.000347396 -0.0480375 0.000749626 0.000281237 -0.0311351 0.00092718 5.82232e-05 -0.0546892 0.000885167 -0.115027 -1.71054e-05 -0.0325503 0.000855857 0.000322958 -0.0528009 0.0113705 0.00109728 0.000464185 -0.00198281 0.0108891 0.00735694 -0.0209422 0.013712 -0.0192913 0.0192335
internal_weight=386.771 385.723 384.602 3.61782 1.48756 380.984 3.14106 377.843 373.161 7.5179 365.643 358.829 5.33935 353.489 3.48738 348.926 9.11805 339.808 336.111 4.82868 2.8192 331.282 328.415 265.982 62.4329 59.9535 17.7232 12.5696 9.00209 42.2303
internal_count=4034 4019 3861 757 278 3104 149 2955 2939 138 2801 2771 80 2691 60 2649 98 2551 2517 84 47 2433 2395 1928 467 456 130 86 70 326
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 1 2 0 1 1 2 2 1 0 0 2 0 0 1 0 0 2 2 1 0 0 2 2 2 0
split_gain=0.929634 1.34408 2.2291 0.657451 1.47549 2.35032 1.0537 0.551479 1.07027 0.549221 2.40409 2.2857 1.01187 4.63387 1.38896 3.33099 2.55364 1.88492 2.41035 2.19346 2.90422 3.29356 1.93453 1.65558 5.54672 2.86349 2.2388 3.76378 2.94584 2.78591
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 32.724174661450007 0.38052752915000004 0.31693661865000006 33.41579758040001 0.57944372925000021 0.4591329601000001 0.46280051495000007 33.96174662340001 34.466665687600006 0.34219035360000005 0.46739618575000003 0.45798030000000006 50.205949521800008 0.47515044460000005 0.47721625100000004 0.34494476210000008 0.4778150355000001 0.47883296910000012 40.636252116050009 41.385032804600009 0.35651627195000007 0.4871261339500001 0.49949103320000005 41.257403903850005 41.535369675400013 41.685324604100011 0.48068920095000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -5 9 -9 10 -8 -12 13 -13 15 -14 -16 18 -18 22 21 -21 -19 25 -25 26 -22 -28 -29 -30
right_child=1 2 -4 6 -6 -7 7 8 -10 -11 11 12 14 -15 16 -17 17 19 -20 20 23 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.098678153536596147 -0.10659628692057262 0.15168023707202138 -0.10221707016544582 0.053872810179345955 0.013306310197537348 -0.16065591880405014 -0.11866677472771675 -0.10653094235870693 0.015458184965222475 0.034845854288610513 0.064849174662552411 -0.0096444467098226929 -0.11247180722586336 -0.20376417753275558 0.049530902244276011 0.1426226166509291 -0.12278147675130043 -0.015635720100963646 -0.016314292336685784 0.0042154084542770729 0.030402531899221014 -0.0972338976914668 0.063260489240078474 -0.14904154901375677 -0.0014622055621907916 0.092063551468355251 -0.05911094591126273 0.078841832405643256 -0.046785811180865465 0.013213112897691151
leaf_weight=0.45182074652984638 1.9383718235185363 0.67927646636962868 0.7043374233180657 3.6942154448479405 2.5107448850758374 1.5426898176083339 1.6961983516812313 1.3893881700932973 1.4909959719516335 4.6089657917618743 5.4646033924072972 23.285973848775033 2.6639142576605077 1.2982752034440626 10.827886201441286 0.63364112377166737 2.5556610431522122 4.4491996616125098 12.660488566383718 6.3869386389851552 31.856579586863518 6.4136373698711395 10.308816377073525 2.5838865507394067 177.17251953773666 4.3337718769907942 9.7913888208568078 5.3407039865851393 9.8438705801963788 36.191301878541708
leaf_count=10 479 1 277 23 29 74 21 97 42 16 35 366 184 21 68 1 30 17 110 27 146 58 46 21 1489 32 53 26 50 185
internal_value=-0.000184326 -0.0528557 0.0224322 0.000274382 -0.0377001 -0.101908 0.000728257 0.00020226 -0.0433847 0.00054124 0.000108964 0.00066235 -0.000315779 -0.0198958 0.00112535 -0.0634542 0.00176927 0.000152594 -0.0341962 0.00186806 -4.63118e-05 -0.046615 0.0394751 0.00210481 -0.00358357 0.0126076 0.00890588 -0.0022898 0.00853936 0.000383322
internal_weight=384.77 3.32199 1.38361 381.448 4.50526 1.99451 376.943 373.249 2.88038 370.368 365.759 364.063 358.598 24.5842 334.014 3.29756 330.717 319.889 15.2161 304.673 289.915 12.8006 14.758 277.114 179.756 97.3576 93.0238 61.1673 51.3759 46.0352
internal_count=4034 757 278 3277 113 84 3164 3141 139 3002 2986 2965 2930 387 2543 185 2358 2290 140 2150 2087 85 63 2002 1510 492 460 314 261 235
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 0 2 1 2 2 2 0 1 1 0 0 1 2 1 2 0 0 0 2 1 1 0 2
split_gain=0.857197 1.25344 0.834352 1.21133 1.94686 0.692625 2.41839 1.5985 0.978074 2.57002 0.980582 0.875578 1.03885 1.19893 0.766767 5.08737 0.925643 4.29045 3.39287 2.75492 2.19103 0.754001 3.3092 4.01994 5.13998 3.55528 3.46093 4.2961 2.94122 2.63392
threshold=0.37331217625000007 0.30910751175000006 0.4662734648500001 42.522337019050006 42.536568606950006 0.31100865245000009 0.31761025120000003 0.39718870690000002 32.724174661450007 0.38052752915000004 33.41579758040001 34.19870408380001 34.883496062400006 0.50706565670000014 0.32388251845000005 0.33750486510000005 0.45798030000000006 0.46739618575000003 0.34311846950000008 50.205949521800008 0.34398670700000006 42.141702038450013 0.47997065955000012 0.4778150355000001 0.47769527860000011 42.719328117250008 0.3459626957000001 0.34575312120000007 0.48898236580000004 42.006870117350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 7 -7 9 -8 -10 -12 13 -13 -14 -16 19 -18 -19 -17 -20 29 23 24 25 -23 27 -24 -28 -22
right_child=1 2 3 4 -6 6 8 -9 10 -11 11 12 14 -15 15 16 17 18 20 -21 21 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.089501365761119833 -0.10412159042442211 0.033306535854302759 -0.10601513666176343 0.1444069194116005 -0.10201398631612012 -0.02412686057449925 -0.15647627524562552 -0.13744842988315073 0.053623468741818149 0.012018999384476576 -0.054881273779024957 0.077695419335700899 0.033478236500819172 -0.0098152487457920344 -0.13781595608883923 -0.10389194921392227 0.11297679233597978 -0.096211493670560644 0.072455540945148209 0.13695727464311483 0.0012323470728846373 0.019724634271136202 0.0057357332435841388 -0.1058290581355143 0.12101844815872598 -0.095523140599537329 -0.10324409149893943 0.099676985222758599 -0.0053787884715566616 0.054458588493714627
leaf_weight=1.0632640682160843 1.1618256282526989 6.2620340427383772 1.7630372433923178 0.64395374059677102 0.63851510128006339 3.2525394749827674 1.4183763740584248 2.0164898503571749 3.5436525139957658 2.5021703285165131 2.8059701859019688 3.7362020276486865 6.8961562281474462 2.6947488309815526 2.6654053749516597 2.3405446140095587 3.4094608668237916 3.6086646392941466 4.2692240029573432 0.59581267833709706 217.27474021632224 5.1066322550177592 15.459735237061979 6.7901885211467734 2.4065071344375601 5.6254650354385376 3.2634991239756337 7.105605036020278 52.04385417397134 9.7127916011959297
leaf_count=15 147 36 479 1 277 26 70 65 21 29 37 23 34 26 64 186 23 20 15 1 1324 34 69 67 5 106 29 55 706 44
internal_value=-0.000161937 -0.000412153 -9.49449e-05 -0.052226 0.021719 0.0003264 -0.000230949 -0.0674957 0.000739332 -0.0489393 0.00127832 0.000759914 0.0011997 0.041026 0.000464936 -0.000201378 0.000880583 0.00136901 0.000225156 -0.0550215 0.00128274 0.000347204 -0.00699309 -0.0433545 -0.0110669 -0.040685 0.00231234 0.0353169 -0.0111535 0.0035099
internal_weight=382.077 381.014 379.852 3.04551 1.28247 376.806 370.544 5.26903 365.275 3.92055 361.355 357.811 355.005 6.43095 348.574 341.678 339.013 336.076 332.667 2.93636 329.058 324.789 97.8015 19.9288 13.1386 10.7321 77.8727 22.5653 55.3074 226.988
internal_count=4034 4019 3872 757 278 3115 3079 91 2988 99 2889 2868 2831 49 2782 2748 2684 2497 2474 187 2454 2439 1071 212 145 140 859 124 735 1368
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 2 1 2 2 1 0 2 1 1 0 2 2 2 1 2 2 2 0 2 1 1 0 1 0
split_gain=0.777362 2.94088 2.23664 2.28201 1.69419 1.46293 1.42114 0.932725 0.576909 5.0265 6.54423 2.50245 4.55795 4.15801 3.13143 2.71417 2.2956 4.12807 4.00311 2.75807 2.22644 2.64735 1.8978 1.47443 2.92834 3.16854 2.36416 2.83463 2.56401 2.76643
threshold=0.57294691775000006 40.00488309970001 40.890797847750008 0.58415915690000009 42.536568606950006 40.80591513400001 42.402981339000007 0.43929822460000006 39.458743938000005 39.792680591700012 0.34524415440000006 0.46898296455000005 37.311503175250003 0.34674111555000003 0.34398670700000006 0.49336846205000007 40.00488309970001 40.241071441700008 40.467253020850002 0.37977904855000005 40.844669808050007 40.890797847750008 40.633548727200008 0.50086823750000009 38.748048509250005 0.36945001650000003 0.37473428940000003 0.52005927965000021 0.38780276035000005 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 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 6 7 -5 -3 11 10 -10 12 14 -13 -1 -15 19 -18 -19 -11 22 -22 -20 -17 25 -25 -27 -28 -29 -30
right_child=1 2 3 4 -6 -7 -8 -9 9 16 -12 13 -14 15 -16 23 17 18 20 -21 21 -23 -24 24 -26 26 27 28 29 -31
leaf_value=0.038915523634986814 -0.11127714075042801 0.12630065209611516 -0.12047803552744417 -0.10283724465064664 -0.10334043714473269 0.16516863304579904 0.12046249761519381 -0.041554396910816839 0.032002602711421496 -0.0044884981301502157 -0.10768373420935813 0.071078176260592485 -0.14688382244538289 -0.072924835194236065 -0.13366787577546213 0.04037025078299028 -0.061173955015027232 0.052255123432415486 0.0022105010274822705 0.094676408216499475 0.089951621618016203 0.00025818989572317925 -0.064800117945656627 -0.11066381958348331 0.037221774895759042 0.074408428759487805 -0.082276643731288096 0.069792726986799211 -0.065702515660809341 0.0057560115051667471
leaf_weight=5.2220773240551335 2.9607858587987703 0.49858060479164146 1.8542970962589604 0.35388844157569144 0.73007607809267927 1.1486448843497781 1.4643742371117694 0.98516408144496381 5.1692094281315795 5.542086433619259 9.5504950825124961 10.587894290685652 2.8763649575412273 4.2966655027121297 1.3163650924107058 12.36012666672468 10.741933953016995 14.968649520073084 7.4649538742378381 5.6784397047013044 3.3466022610664359 197.04765885055531 9.7415743698365969 2.9688645079731932 17.624918885529041 3.542283345013856 4.8715880466625086 4.4784847497940055 7.1255441121757057 22.603263892233372
leaf_count=112 389 1 92 128 272 11 9 58 18 32 79 42 48 27 63 57 75 72 51 24 17 1826 105 18 89 15 31 14 54 205
internal_value=-0.00015 -0.027667 0.00752152 -0.0360782 0.0253353 0.0804415 0.0770017 0.0148497 0.00059515 -0.00181262 -0.0586292 0.00708625 -0.0419793 0.0121929 0.00416982 0.00438697 0.00147312 -0.000566286 0.00223307 0.0456965 -0.00120793 0.00175608 -0.0357279 0.00878237 0.00260614 -0.0107761 -0.00381824 -0.0109091 -0.000745334 -0.0113715
internal_weight=379.122 9.99581 7.03503 4.40264 2.54834 2.63239 1.81826 1.48374 369.126 269.252 14.7197 99.8744 9.41481 90.4596 6.53844 79.8717 254.532 243.311 232.569 11.2205 217.601 200.394 17.2065 75.5751 63.2149 45.59 42.6212 39.0789 34.2073 29.7288
internal_count=4034 960 571 501 409 70 137 59 3074 2299 97 775 223 552 175 510 2202 2146 2071 56 1999 1843 156 483 426 337 319 304 273 259
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 2 2 2 2 2 0 2 0 0 2 2 2 2 2 0 1 2 0 0 0 1 0 0 2 2
split_gain=0.731757 1.03374 1.52367 0.575822 1.2101 1.79433 0.899773 3.1876 1.04223 0.891361 1.26447 2.16583 0.999966 1.20092 0.799027 1.61953 1.29938 1.18541 0.909314 3.21343 1.21509 0.907494 3.18343 3.37885 3.78012 3.10037 2.88739 4.93077 1.70847 1.4666
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 49.122847560300009 0.39672464895000009 49.283271594150008 47.709122305950011 45.295823381400005 48.457543166250012 44.756878345700009 0.37331217625000007 44.938119223300006 0.42314601355000009 0.42018203045000008 43.832725745850006 44.421469061800003 43.384297312450009 43.680097826700013 44.169240047700008 0.48637765340000011 0.37347684200000003 42.779078631750004 0.47997065955000012 0.4815274992000001 0.50339810185000011 0.34566330350000002 0.51675099550000014 0.54300769440000007 42.67709657435001 42.558389508100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 7 9 -8 12 -11 -12 13 -1 16 18 21 -18 19 -16 -21 28 -23 -24 25 -25 -26 -28 29 -14
right_child=1 2 -4 4 5 -7 8 -9 -10 10 11 -13 14 -15 15 -17 17 -19 -20 20 -22 22 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.10249871654996855 -0.1058159489636703 0.13407370535328042 -0.10166663551510687 -0.11919863860236966 0.13830955236019651 -0.031217355638185125 0.066080041143188925 -0.10614560881083804 0.0072296334000976643 0.16833921147827566 0.14268968470137186 -0.046525003428647689 0.0011815545785246742 0.072188532209784786 -0.16430386403471089 -0.12366273544661516 0.054993626006127033 -0.011559540413568263 0.033762093485400428 0.10697644026692857 -0.023201462794623151 -0.11533859376693489 0.068572847373255391 -0.0044362895356439671 0.092206558725744139 -0.13046067015118118 -0.17354823570476208 0.036310078018094813 0.039319255022974849 -0.050689564141066436
leaf_weight=1.8356918891659 1.5304771765368053 0.57320785522460915 0.52554931247141212 1.2136356905102719 0.71973981708288182 4.7106314315460622 4.3802686287090173 2.8174418718554071 9.6148276729509217 0.72925502061843817 0.93066374026238952 1.7284782934002576 282.01468593114987 0.50093739060685027 1.4021634617820362 1.4954705100972203 8.2523529417812806 3.9607839733362189 2.946190943941474 1.0178860723972323 2.4258801154792309 2.9721077047288444 4.845436796545985 3.4327364340424564 3.3420454170554859 4.5258408971130848 1.5953317540697751 3.7544901077635586 11.60214498080313 5.5582257844507685
leaf_count=336 479 1 277 15 4 142 26 171 44 1 12 81 1822 7 18 36 55 27 16 7 94 89 18 14 18 33 23 32 94 42
internal_value=-0.000116134 -0.0526874 0.0213161 0.000253123 -0.0289239 -0.00874831 0.000780352 -0.000203681 0.025649 0.000647022 0.0516884 0.0196976 0.0001493 -0.0650485 0.00059069 -0.0283431 0.00139081 0.0334101 -0.0100493 -0.0366854 0.0152757 0.000182518 -0.0183337 -0.00492141 -0.0263089 -0.0761032 0.0192844 -0.0262703 0.00169686 0.000178987
internal_weight=376.955 2.62923 1.09876 374.325 6.64401 5.43037 367.681 353.686 13.9951 350.869 3.3884 2.65914 347.48 2.33663 345.144 9.28759 335.856 12.2131 7.79212 4.84593 3.44377 323.643 24.468 21.4959 16.6504 7.95858 8.69187 5.34982 299.175 287.573
internal_count=4034 757 278 3277 161 146 3116 3046 70 2875 94 93 2781 343 2438 171 2267 82 135 119 101 2185 227 138 120 47 73 55 1958 1864
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 1 2 0 2 1 2 0 0 1 2 2 0 1 0 1 1 2 2 0 2 2 2 2 2 0
split_gain=0.672717 2.85623 2.32263 0.561962 2.14872 1.16468 1.6576 0.520222 1.30557 1.77636 0.856509 1.64953 3.35914 2.63263 1.64555 1.08391 0.939438 0.704185 3.60838 1.11324 1.97277 1.06467 2.70271 2.35985 1.24828 1.26761 1.02157 1.00978 1.96001 2.90876
threshold=0.5718990449500001 40.00488309970001 42.536568606950006 0.43929822460000006 0.57799167690000008 0.44751654140000008 42.402981339000007 0.5681267027500001 40.984321400500008 0.44922307715000004 33.151194885250007 0.52404119640000013 0.51675099550000014 0.31100865245000009 32.051492741500006 35.050303764500008 0.49485045360000007 0.34219035360000005 0.46495613905000005 0.34467530910000005 0.3447052483500001 48.86568841230001 49.122847560300009 0.46495613905000005 49.835088602800006 50.448116877400004 48.96897326980001 48.226196960950006 41.898943182100005 0.37331217625000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -7 10 -9 -10 11 12 13 -1 -15 16 -12 18 26 -19 -21 23 -23 -22 -24 -26 27 28 -17 -30
right_child=1 2 -4 4 5 6 -8 8 9 -11 15 -13 -14 14 -16 17 -18 19 -20 20 21 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.11621881684127955 -0.11091422801811823 0.093346918748967764 -0.10677346449394531 -0.055846174461692467 0.18268876160156688 -0.10254751123814353 0.094208389856433927 0.052395876090458732 -0.15896316671293406 0.016833135095628639 -0.014448050861952853 -0.14596174050287916 0.069759743156359078 -0.12353915071218334 -0.39078586106681046 0.018231483476772767 0.048625760039317983 0.026224975080147102 -0.16134275339385781 -0.097748782716762656 -0.1045269819303359 0.11604716408315384 -0.1235877787721683 4.6677486384748606e-05 0.068658637660243341 -0.10271422832917104 -0.04632256855708819 0.0422492788400603 0.077771379158127513 -0.11945210194917477
leaf_weight=0.36311689019203131 2.831976192770524 1.2364934682846067 1.468331779760774 2.20745431445539 0.7492088079452518 0.60240688268095288 1.4804355832748113 5.7800263315439206 0.77817795518785748 2.1992524582892656 3.3016271721571675 1.1540647298097608 2.2276282012462616 0.92368904646718852 0.30697266943752766 7.7216140218079179 8.2921183798462135 16.340849428903311 1.6162352850660671 2.0748981931246808 2.1741729173809281 2.6736213788390151 0.86636099684983525 289.12708812160417 1.4919742457568648 0.60731120267882932 4.9628351107239714 5.1376941800117484 1.0072032995522024 2.9036758949514478
leaf_count=1 393 4 345 18 1 205 11 39 15 63 32 19 7 75 9 122 44 78 27 15 184 6 17 1988 7 72 33 17 13 174
internal_value=-0.000116252 -0.0249779 0.00644759 0.0329368 0.0181145 0.0757635 0.037302 0.000606059 0.0246839 -0.0291128 1.25447e-05 -0.0411864 -0.00954427 -0.120388 -0.1902 0.000597714 0.0306638 -0.000431436 -0.0171884 0.000809267 -0.000579672 9.93059e-05 0.0431354 -0.000733825 -0.0225968 0.0190815 -0.00646802 0.00532622 -0.0109815 -0.0686594
internal_weight=374.609 10.5763 7.74433 6.276 5.03951 2.83205 2.08284 364.032 8.75746 2.97743 355.275 4.97547 3.82141 1.59378 1.23066 350.299 11.5937 338.706 23.3493 315.356 299.015 296.941 5.63927 291.301 2.96565 2.09929 21.733 16.7702 11.6325 3.91088
internal_count=4034 977 584 239 235 217 216 3057 117 78 2940 111 92 85 84 2829 76 2753 386 2367 2289 2274 102 2172 96 79 359 326 309 187
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 2 0 1 1 0 0 0 0 1 1 1 2 1 1 2 1 1 2 0 1 2 2 1
split_gain=0.637693 0.900416 1.21819 0.430731 0.91454 0.4449 0.700057 2.46671 1.67874 1.28829 1.43239 2.69281 1.56806 1.04326 0.828892 2.33223 0.709869 2.04332 1.87608 0.99973 2.63735 5.33154 3.14647 2.12374 1.73973 1.63897 3.17957 1.40543 1.40327 0.995584
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 0.4591329601000001 0.46280051495000007 0.45206730335000006 38.903925214650009 0.56859076075000015 0.44805544745000009 0.43837010870000009 0.57537199485000012 0.5681267027500001 0.56341127510000011 0.55769288345000012 0.4301667614500001 0.43401395170000007 0.42922367590000005 42.066503896600004 0.41988263825000011 0.40509266190000009 41.178189531300006 0.41615520495000008 0.4025178887000001 41.092444989200011 0.54228915300000013 0.42114008565000011 39.792680591700012 42.141702038450013 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -9 10 12 13 14 -12 16 -16 17 19 -19 20 23 22 -22 29 25 -21 -27 -24 -26 -1
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 24 21 -23 27 -25 28 26 -28 -29 -30 -31
leaf_value=0.0020235746603862854 -0.10574984271706378 0.12711923469108496 -0.10137476099163877 -0.1060441378130615 0.015283431852400171 0.03183174748844874 0.062504607635203199 -0.11048811024591965 0.0076286424489276543 0.044484324330095901 -0.024441540044547461 0.047247250807725787 0.061461356430426377 -0.1466222169787689 -0.12383887360731644 -0.0021721733091619811 0.043141827008167474 -0.13144943487518904 0.033621553361103243 0.046363995817565937 -0.10269732783649051 -0.15710632308736061 -0.029794862885750995 0.058924477295027006 0.1180371107525031 0.039999983034111314 -0.1088492866685617 0.048557763324674728 0.027205702128514891 -0.023307744561534165
leaf_weight=268.84324804478092 1.3335237007704557 0.50749886035919178 0.43189164099749178 1.1621770490892225 1.3348652038257567 4.4735825955867758 2.0382733028382054 3.2927476889453828 1.896172917447984 6.6038748160935929 1.0264826816273847 1.724802919430658 4.1911256152670822 2.1895427689887583 2.0478664305992407 6.8310252516530454 3.8994202883914104 2.1844997555017467 1.0053898245096204 3.9854055820032972 2.872373340651392 3.1292577427811912 3.8534382693469507 6.3741774507798246 2.7524978443980208 2.7710404358804226 2.9766097292304039 5.6399886421859264 4.4517781406175345 16.465635034255683
leaf_count=2083 479 1 277 107 42 16 23 97 18 30 20 20 42 40 50 48 50 43 19 15 36 73 34 24 8 13 28 21 39 238
internal_value=-0.000117094 -0.0529232 0.0220675 0.00020728 -0.041185 0.000488511 0.000102289 -0.0307094 -0.067325 0.000728118 -9.93378e-05 -0.0535603 0.000667902 -0.107625 -8.13046e-05 -0.0302339 0.000727022 0.000221705 -0.0794223 0.00100555 -0.000298576 -0.0405006 -0.0109926 0.00183707 0.0246573 -0.00291593 -0.0370865 0.016754 0.0619092 0.000561663
internal_weight=372.29 2.27291 0.939391 370.017 2.49704 367.52 363.047 7.22719 5.18892 355.819 349.216 4.94083 344.275 3.21603 340.084 8.87889 331.205 327.305 3.18989 324.115 307.178 15.4951 12.3658 291.683 16.9373 9.73306 5.74765 9.49343 7.20428 285.309
internal_count=4034 757 278 3277 149 3128 3112 138 115 2974 2944 80 2864 60 2822 98 2724 2674 62 2612 2509 164 91 2345 103 56 41 55 47 2321
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 2 2 2 2 0 0 2 0 0 0 0 1 2 1 0 0 2 2 2 0 1 1 2 2
split_gain=0.583455 2.3064 1.74688 1.93124 1.13163 1.01857 0.925667 0.474793 2.06658 1.38537 1.27666 1.67937 1.26182 1.22306 2.06265 5.04265 3.25803 4.08326 2.03395 2.08937 1.82226 2.79473 1.43978 4.10158 1.59902 0.9361 0.879496 2.01095 1.60231 1.82165
threshold=0.57294691775000006 40.00488309970001 40.890797847750008 0.58415915690000009 42.536568606950006 40.80591513400001 42.402981339000007 37.828051409500013 37.038444968100009 38.064633603500006 0.50706565670000014 0.52889135055000014 36.79544512155001 0.52404119640000013 0.51191581090000016 0.50008981770000005 0.49787431515000008 0.35807311160000005 33.96174662340001 0.33992994225000006 0.45589952400000006 0.44284602260000011 35.050303764500008 36.491284729650012 34.41230404325001 0.49485045360000007 0.34509445825000007 0.34503457980000002 38.903925214650009 39.051326806600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 5 -4 6 -3 -5 8 12 -9 25 -12 13 14 15 16 17 18 19 -1 21 -20 24 -24 -15 -10 27 28 -11 -30
right_child=1 2 3 4 -6 -7 -8 9 10 26 11 -13 -14 22 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.034410531096583943 -0.11050105291483754 0.014790449508864923 -0.11927982612222598 -0.10256336034688088 -0.1024712410489283 0.14457866944566755 0.1042714287737378 -0.063409263226531815 0.039603575873792922 -0.081354015924508638 -0.039857420456479997 0.049755433889205745 -0.048228504558796591 -0.041926603124780838 0.063105992675042688 -0.12041818712172213 0.097291410723749222 -0.17338240369735128 0.061698875558055991 -0.18531184787022273 0.10826119542036668 -0.14747525544121579 -0.1441062976400139 0.031705684895090729 0.064087941550965297 0.11687997098534342 0.0022689866741841609 -0.08166837317998725 0.082459162824201723 -0.0067123935356807087
leaf_weight=0.86154679709579951 2.3408400902990234 1.3858985139522704 1.6163258256856354 0.26019160612486336 0.50906531640794117 1.0726830344647167 1.2848830319708211 3.5197634492069474 3.4496329510584465 2.711979689076542 3.357721131294964 5.5444425791501999 5.3438378553837529 2.8111413624137622 6.8725664652883998 2.9494437761604777 4.1617752984166136 1.3053659722208975 1.9606788784731182 0.86960802268004045 2.6443225666880608 0.94737010821700085 2.7946359775960445 2.5266521982848644 2.8806337472051382 2.8732182383537292 247.08643448830117 3.8136556763201943 2.4061880400404325 47.829272581031546
leaf_count=61 389 59 92 128 272 11 9 39 35 20 21 40 39 36 26 22 17 16 58 24 14 11 41 19 12 8 2016 23 9 467
internal_value=-0.000118895 -0.0260628 0.00618628 -0.0375073 0.0268365 0.0714173 0.0694403 0.000488931 0.00912261 -0.00103222 0.0403596 0.0159552 -0.0030939 0.00408748 0.0174168 -0.00258317 0.0246741 -0.0105129 0.0186768 -0.0759622 0.048184 -0.00644486 -0.0232327 -0.0606273 0.0117278 0.0747194 -0.00030965 -0.0115347 -0.00648317 -0.00244124
internal_weight=369.992 8.46989 6.12905 3.67047 2.05414 2.45858 1.54507 361.522 54.1546 307.367 15.225 8.90216 38.9296 33.5857 22.5727 15.7001 12.7507 8.58889 7.28353 1.73115 5.55237 2.90805 11.0131 5.32129 5.69178 6.32285 303.848 56.7611 52.9474 50.2355
internal_count=4034 960 571 501 409 70 137 3074 500 2574 104 61 396 357 249 223 201 184 168 85 83 69 108 60 48 43 2535 519 496 476
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 2 2 0 2 2 1 0 2 1 1 0 2 2 2 1 2 0 2 0 2 1 2 1 2
split_gain=0.512054 2.08096 1.48363 1.71602 0.989033 0.903843 0.79053 0.604135 0.445807 0.453967 3.96922 4.44721 1.83375 3.5367 3.18322 2.48618 1.94204 1.78569 3.20756 3.5931 2.30968 1.67143 1.73729 1.90659 2.51021 2.95035 2.93533 1.5769 2.15873 1.90301
threshold=0.57294691775000006 40.00488309970001 40.890797847750008 0.58415915690000009 42.536568606950006 40.80591513400001 42.402981339000007 40.137820134150012 0.57152480465000022 39.420767558750008 39.792680591700012 0.34524415440000006 0.46898296455000005 37.311503175250003 0.34674111555000003 0.34398670700000006 0.49336846205000007 40.00488309970001 40.241071441700008 40.467253020850002 0.37977904855000005 40.844669808050007 0.54499865270000014 40.563919884450009 0.48597347385000006 40.720231579350006 0.3453339720000001 41.243661560350013 0.34527409360000011 41.32819714970001
decision_type=2 2 2 2 2 2 2 2 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 6 7 -5 -3 9 12 11 -11 13 15 -14 -1 -16 20 -19 -20 -12 22 23 -21 25 26 -25 28 -23 -29
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 17 -13 14 -15 16 -17 -18 18 19 21 -22 27 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.037014211081646375 -0.10969211785373044 0.11202356133540743 -0.117318595748795 -0.10232521193544841 -0.10224582537435703 0.13766825133687854 0.097362175661481143 -0.031044129194915338 0.040002940865847776 0.027259470853797305 -0.0047708209803859853 -0.085188667834874152 0.064667603208883637 -0.13035268639546374 -0.060905285247109524 -0.13199228870845625 0.0076456231590029001 -0.05394341942600385 0.050317156964255066 0.035447455354920089 0.087093386270194015 -0.04278105917821054 -0.10570388184391873 -0.10869569902921575 0.0089209806582532299 -0.037911718282281195 -0.39127896554401603 -0.046208309247419109 0.04188892518922363 0.0005932634574943238
leaf_weight=4.8011619776952994 2.1329083467135197 0.42810774594545387 1.4857059300411495 0.23595118254888792 0.46158524730708439 1.0167823694646356 1.2408094898564739 0.95040302642155439 2.8284362927079192 5.1338997073471573 5.5354607850313169 11.167847378179429 9.6461695767939073 2.7928346949629486 4.3873471980914465 1.0631548645906148 71.193902536295354 10.782232095487414 14.345124410465358 4.6127423401922014 5.41351074911654 3.6454219438601312 2.6517084650695315 1.1403532326221446 4.8802213408052921 3.4026405364274979 0.54244630597531784 9.1745087301824224 17.308047113008797 163.84306473773904
leaf_count=112 389 5 92 128 272 11 9 54 33 19 32 89 41 47 27 63 468 74 71 23 24 34 20 66 24 17 6 59 87 1638
internal_value=-9.58263e-05 -0.0251957 0.00577392 -0.0364574 0.0255212 0.0661432 0.0654569 0.0133867 0.000458171 0.000145272 -0.00198158 -0.0497754 0.00611638 -0.0377342 0.0105706 0.00637465 0.00366637 0.00116922 -0.000659884 0.00188733 0.0406497 -0.0014021 -0.0312505 -0.0177079 -0.0423116 -0.0914767 -0.199786 0.00124928 0.0271583 -0.00188846
internal_weight=368.244 7.95225 5.81934 3.42405 1.93835 2.39529 1.47676 1.37851 360.292 357.464 263.579 16.3017 93.8846 8.65715 85.2274 5.86432 75.5812 247.277 236.329 225.546 10.949 211.201 17.2301 14.5784 9.96566 5.08544 1.6828 193.971 20.9535 173.018
internal_count=4034 960 571 501 409 70 137 59 3074 3041 2283 108 758 222 536 175 495 2175 2119 2045 56 1974 156 136 113 89 72 1818 121 1697
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 2 1 2 1 0 1 1 1 0 0 2 2 2 0 0 0 0 2 2 2 1 0 0 0
split_gain=0.482012 1.04376 2.19543 1.80832 0.832212 1.58687 1.26189 0.670845 0.57325 0.5515 3.67611 3.97944 2.3281 1.75515 1.47466 1.01852 2.53132 0.961148 2.93055 1.68336 1.29701 0.786362 1.93429 1.33973 1.83115 3.6584 0.930505 2.87555 3.72778 2.06094
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.3148857818500001 33.41579758040001 33.96174662340001 34.466665687600006 0.35807311160000005 32.051492741500006 0.34311846950000008 0.46495613905000005 0.33750486510000005 0.32388251845000005 0.34398670700000006 0.43780126340000008 0.46495613905000005 50.205949521800008 49.122847560300009 48.86568841230001 0.55677973715000018 0.55832160710000012 0.47515044460000005 0.47604862130000009 44.421469061800003 48.226196960950006 47.709122305950011 0.34509445825000007 0.47943175355000006 0.4778150355000001 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 7 -7 -5 10 11 12 14 -11 -8 16 -15 18 21 -19 -21 -17 -23 26 25 -25 27 28 -24 -28
right_child=4 2 -4 8 5 6 9 -9 -10 13 -12 -13 -14 15 -16 17 -18 19 -20 20 -22 22 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.11341677694991573 0.049797647724230912 0.077050896853491896 -0.13125317505910927 -0.11658035889076511 -0.097947322997774255 0.084538423765318393 -0.0079763916956428395 0.0085651903829085056 -0.27771605051370657 0.06650041141383975 -0.096908719222817491 0.14935688305200423 -0.12397144527822501 -0.11051798184979847 0.096476232983912946 0.043549954303270827 0.13088343387242676 -0.12703445222669874 0.1072476623140014 0.1354024961017547 -0.10240657275088193 -0.094535408395126558 -0.016452553210735302 -0.084033852156977645 -0.16098443213457636 0.063096926966732789 0.026404965086128902 0.010947475575432289 -0.13927882071575701 -0.00024888724041566323
leaf_weight=0.31540852785110418 3.3649066029465748 1.5121450424194338 0.76040087162982661 0.91226462303893618 1.6520650575403113 2.6793897710740557 17.110042766202255 2.0526394868502393 0.2912724066991359 4.0066440254449835 4.4743646630085996 1.7030667811632145 1.6413588724099089 2.1373505217488851 1.4675436317920674 4.0989298950880757 0.54517537355422963 1.5210009911097579 2.5703581348061553 0.58392977714538563 0.37767901481129229 2.1739156972616902 8.0313945375382918 3.9637652183882883 1.0860386267886495 2.9460831136675552 33.002851542085409 16.238611996173859 3.5690390449017277 239.77035854751011
leaf_count=1 30 5 109 77 31 19 301 30 6 15 42 9 45 193 6 36 1 84 12 1 164 40 43 233 26 26 192 68 26 2163
internal_value=-7.32612e-05 -0.0355436 0.00735171 -0.0997208 0.000297459 -0.000165985 0.000285561 0.0515831 -0.155577 -0.000402054 -0.0143056 0.00255404 -0.00981134 0.000721572 0.000274884 -9.53492e-05 -0.0614575 0.000419149 0.000903858 -0.0615605 0.0420012 3.57783e-05 -0.000538134 0.000124007 -0.0402753 -0.0213032 0.00119858 -0.0162167 -0.0542418 0.00297596
internal_weight=366.56 3.79149 2.27255 1.51895 362.769 359.404 357.752 4.73203 1.20354 353.02 26.3964 21.922 20.2189 326.623 18.5776 322.616 2.68253 319.934 317.451 2.48261 0.961609 314.881 310.782 308.608 7.99589 6.90985 300.612 27.839 11.6004 272.773
internal_count=4034 198 114 84 3836 3806 3775 49 83 3726 403 361 352 3323 307 3308 194 3114 2865 249 165 2853 2817 2777 285 259 2492 137 69 2355
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 0 2 0 2 2 0 1 1 2 0 1 1 2 1 2 0 2 2 1 2 2 1 2 0 2
split_gain=0.445212 2.06983 1.55433 0.482015 1.39417 0.70141 1.18881 0.409764 1.12719 0.763248 1.2811 2.43415 1.05786 0.759016 0.801674 0.495669 1.04962 4.49689 1.31646 1.07167 0.651695 2.36181 1.99626 1.45229 1.5829 1.00325 0.989738 0.649619 3.16835 2.24097
threshold=0.5718990449500001 40.00488309970001 42.536568606950006 0.43929822460000006 0.57799167690000008 0.58650938595000024 42.522337019050006 0.5681267027500001 42.558389508100007 33.151194885250007 0.51675099550000014 0.35651627195000007 0.31100865245000009 34.883496062400006 0.49485045360000007 0.46280051495000007 0.45036076765000005 38.903925214650009 0.44805544745000009 40.844669808050007 0.55074698365000019 40.280372415600006 41.436838994450007 0.43590012275000006 49.420225120050006 36.957836847500012 0.43401395170000007 37.038444968100009 0.5296248615500001 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -7 9 -9 10 11 12 -1 14 -11 16 18 -18 20 -19 26 25 -23 24 -24 -22 27 28 -15 -29
right_child=1 2 -4 4 5 6 -8 8 -10 13 -12 -13 -14 15 -16 -17 17 19 -20 -21 21 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.11197819645679533 -0.10936412493822714 0.085919174032560608 -0.10540086748564106 -0.050078430984286298 0.10494928746404664 -0.10941817433565913 0.11952585220694889 0.039259148651229897 -0.057725901679635427 -0.01472297209000987 -0.0056133798466365178 -0.37261166132975032 -0.11497401660526184 -0.0016928346798668744 0.048285930117546026 0.035118927743945587 0.082640053774111336 -0.16889247823251266 0.064270928069234665 -0.052080921122558056 0.00067964229866044365 0.061610814004901607 -0.1258595520530916 0.0059826403865761756 0.028155715021167749 -0.11559646365592001 0.060965301192437954 0.041595328151070504 -0.11664543619894735 -0.00087604677342938858
leaf_weight=0.28887152671813854 2.0820798838976753 1.0927102267742155 1.0672742177848702 1.9974047709256408 1.4998642380815002 0.50263375940266986 0.413301020860672 6.887881323695181 1.4507599272765217 2.9417308149859291 2.939786952920258 0.30379530624486506 0.71060057391878217 17.488725016126413 6.4394521601498127 3.9020088925026348 1.7416648641228665 1.7754283193498852 3.1523181665688744 1.4084651095326988 0.9846506305038959 3.8186276555061331 2.2025745240971433 5.4601785201812163 0.95735830673947919 3.0115837175399065 2.6724367158021769 13.023649125359951 2.7786579094827166 269.58008116669953
leaf_count=1 393 4 345 18 22 194 1 48 69 32 26 13 71 151 37 22 13 26 12 21 13 14 44 27 24 72 53 80 33 2155
internal_value=-6.57068e-05 -0.0224749 0.0050476 0.0264571 0.0117343 0.0628416 -0.00611082 0.000479238 0.0223857 -4.63057e-05 -0.0421991 -0.124726 -0.0493794 0.000474626 0.0285277 -0.00031341 -0.0007323 -0.0465489 -3.82027e-05 -0.117218 -0.000667819 -0.020066 0.00142097 -0.0252426 -0.0791979 -0.0869467 0.000375596 -0.000159028 -0.0174528 0.00108122
internal_weight=364.577 8.65527 6.57319 5.50591 4.4132 2.4158 0.915935 355.921 8.33864 347.583 4.24305 1.30327 0.999472 343.34 9.38118 333.958 330.056 4.92556 325.131 3.18389 321.979 16.435 12.4387 8.62011 3.15993 3.99623 305.544 302.871 20.2674 282.604
internal_count=4034 977 584 239 235 217 195 3057 117 2940 111 85 72 2829 69 2760 2738 60 2678 47 2666 194 109 95 68 85 2472 2419 184 2235
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 2 1 0 2 0 0 2 0 1 2 2 1 1 0 1 2 2 2 1 2 1 1 2 2 2
split_gain=0.390041 5.39436 4.12215 2.72375 5.30191 3.47191 2.77039 6.00036 2.03587 1.87972 6.76912 3.81536 1.5726 2.3761 1.75979 2.83445 2.22065 3.06263 2.10914 1.53601 2.08247 1.37223 1.36028 1.31009 4.89703 3.49996 2.19709 2.18432 3.64835 5.08402
threshold=0.50706565670000014 0.37668033890000002 0.50278434775000014 0.38370108680000009 0.52005927965000021 35.419594101850009 0.38906020780000011 0.5216909673500002 39.861052345600008 0.52432561900000019 0.52688542260000015 38.748048509250005 0.50086823750000009 0.36698003050000011 38.625745710700009 38.903925214650009 0.36575252235000005 0.36533337325000009 0.46989611090000011 0.34398670700000006 35.782584506850007 37.999598532650005 41.872294782850005 0.39542229275000007 41.741384785950011 0.39193437325000008 0.39971857130000005 36.79544512155001 43.631818398850008 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 12 -3 5 -5 -6 -8 -2 11 -11 -9 13 14 16 -16 17 18 19 20 -1 -15 -4 24 -12 -26 27 -25 -29 -30
right_child=1 3 22 4 6 -7 7 9 -10 10 23 -13 -14 21 15 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=0.057008688056495893 -0.011388791799170692 0.050175410470959983 0.027108588782549643 -0.008940241573394089 0.055155305330224905 -0.20130539937348588 -0.16044711181201066 -0.054333783209700448 -0.12151907064588992 -0.1281310525371942 0.085155865277023471 0.065905150364147985 -0.068827262834835701 -0.00060196935982784368 -0.11628845309447139 -0.0002474151941394638 0.12943130163093525 -0.10489741068607757 0.054248058066678644 -0.12814121505565121 -0.062940356436676781 -0.1331870245332821 0.093519502290205642 0.04357446182229921 0.047708005641769795 -0.13217996731443801 0.0011349943567226764 -0.13204676255449593 0.23916148557830108 -0.064293912112019375
leaf_weight=3.3420720172580429 2.4871578663587561 10.231612095609306 6.4664236791431886 1.6365599371492856 8.5343589554540795 2.1988552592229098 2.3961214050650588 3.5777887068688861 5.1630819272249937 4.291376586072146 6.8345813676714879 10.057922270614652 3.3377915311139068 1.250875057652592 2.1329867243766776 160.23104709340259 1.9616115689277638 1.8449156060814846 12.599987969733773 1.0147215622419024 2.5530811818316579 2.0764101834502071 5.8968187975697219 1.9751818515360335 1.9820884913206098 2.3806503713130951 87.014862792013446 4.4421154987066984 0.73572689294815097 2.2120649754069746
leaf_count=82 15 49 33 8 36 38 18 19 54 109 23 56 30 6 13 1268 5 11 71 67 59 53 37 12 11 45 1637 73 1 95
internal_value=-6.92402e-05 -0.0037993 0.0028125 0.000364591 -0.00326872 -0.119224 -9.02328e-06 -0.00368995 -0.0857148 -0.000697151 -0.00496984 0.0343564 -0.000785153 0.00041644 0.00191735 -0.00177185 0.0276072 0.0182538 0.0298994 -0.0144999 0.00506099 -0.0833424 0.0587842 -5.68056e-05 0.0323195 -0.0504529 -0.00381825 -0.0498409 -0.074809 0.0114442
internal_weight=362.861 158.152 204.709 150.502 140.27 3.83542 136.435 127.9 7.65024 125.504 111.869 13.6357 192.346 189.008 185.68 162.364 23.3164 21.3548 19.5099 6.90987 5.89515 3.32729 12.3632 107.577 11.1973 4.36274 96.38 9.36509 7.38991 2.94779
internal_count=4034 2299 1735 2230 2181 46 2135 2099 69 2081 2006 75 1665 1635 1576 1281 295 290 279 208 141 59 70 1897 79 56 1818 181 169 96
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 0 0 0 2 2 0 1 0 0 2 1 0 2 2 0 1 0 2 2 2 1 0 1
split_gain=0.48951 0.81029 0.409002 1.89758 1.33835 0.696692 2.70436 0.765841 1.90251 2.07587 1.40906 2.31007 1.45855 1.1909 1.12613 1.73018 1.25066 1.00133 2.46129 2.00884 2.78979 1.58858 1.76853 6.10289 4.50949 7.99285 1.73903 2.47195 2.24829 1.69649
threshold=0.37331217625000007 0.39498817400000003 0.31100865245000009 0.31761025120000003 0.39718870690000002 0.32388251845000005 0.33204095685000007 0.45350438610000005 0.46739618575000003 0.46898296455000005 43.572676689450006 44.952171034750002 0.45589952400000006 0.34398670700000006 0.47515044460000005 0.47604862130000009 39.525197829750006 0.34509445825000007 0.47943175355000006 40.377444152000002 41.535369675400013 0.47943175355000006 0.34545372890000009 0.48098859315000003 41.50623664750001 42.753078181500008 42.456897412850005 0.34587287805000005 0.4778150355000001 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 13 10 -10 -9 -12 -13 -8 16 -16 -11 18 19 -17 -21 26 24 -24 -23 -26 27 -19 -28 -25
right_child=1 2 3 5 -6 6 7 8 9 14 11 12 -14 -15 15 17 -18 21 -20 20 -22 22 23 29 25 -27 28 -29 -30 -31
leaf_value=0.068972139789172229 -0.10299224413233746 0.025611430266671804 -0.02385732956792895 0.032862894790418311 -0.13420522425136241 -0.12480373899208899 0.035482123943254465 0.0068076119882572493 -0.10487901672719874 0.079424408751585837 0.19134183238966682 0.12712510508811412 -0.10279456820257962 -0.11825479842790079 -0.092025850549671523 -0.11307961251468046 -0.0036599675008464542 0.020449576464570008 0.0084683034403002094 0.016542419637141106 -0.093116035868240535 0.076678671449312938 -0.10105638570343496 -0.044546457142764617 -0.1325085454747412 0.048424217047687082 0.017160222201534334 0.099508147390358515 -0.084370777367971717 0.0011375225763741673
leaf_weight=1.0241096867248405 0.7661672969115888 6.1083201058208934 3.1083583980798712 6.4780185669660559 1.7003442700952289 1.7341115572489787 0.81683946214616243 2.457916378742083 1.8822103762067843 3.7605791203677645 1.5375071316957476 0.50756174325942971 0.60453607328236103 1.3150806040794121 2.0494941952638319 3.5949438512325314 3.4960805652663112 17.855329453945163 16.617169037461281 6.0250662863254529 3.7727115554735065 9.7310781888663787 6.2032889649271956 8.4385418742895109 3.8498376682400686 6.6745281219482422 8.0524779204279167 5.0802404582500449 2.9911419935524455 221.43269968885579
leaf_count=15 158 63 15 30 65 72 19 35 15 18 3 1 55 146 41 20 32 70 71 21 40 43 36 46 25 26 75 28 35 2715
internal_value=-6.58657e-05 -0.000263005 -4.30748e-05 -0.000488556 -0.062876 0.000376108 -0.000241988 0.000395668 0.000774067 -0.000159092 0.0613415 0.11193 0.00214083 -0.0593509 0.000438875 -0.000438077 0.0393964 0.000147929 -0.0172419 -0.049142 -0.0256824 0.00194555 -0.000747731 -0.00318079 0.0276093 -0.0177614 0.0222629 0.0379611 -0.0103392 -0.00053953
internal_weight=359.666 358.642 357.876 351.768 4.8087 346.959 340.481 338.747 336.615 331.507 5.10752 2.6496 1.1121 2.13192 329.625 322.369 7.25666 320.319 30.0099 13.3927 9.79778 290.309 256.33 236.075 20.2554 10.5244 33.9792 22.9356 11.0436 229.871
internal_count=4034 4019 3861 3798 80 3718 3688 3616 3451 3357 94 59 56 165 3342 3292 50 3251 152 81 61 3099 2891 2797 94 51 208 98 110 2761
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 1 0 0 0 0 1 2 1 0 0 0 0 2 1 0 2 1 1 2 2 0 0 0 2
split_gain=0.410022 0.972087 1.94052 1.20342 0.632329 0.489852 4.24024 2.92102 4.0391 2.88495 7.98588 2.78402 4.17112 1.89348 5.11454 2.0039 1.58311 6.00109 3.18468 1.4426 2.86163 2.42555 2.33131 3.29421 2.26012 5.88347 2.15482 2.46229 2.14135 4.19978
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31761025120000003 33.41579758040001 0.37078231190000005 0.36945001650000003 0.51401155655000019 0.50889194935000015 0.51675099550000014 0.52005927965000021 0.37473428940000003 47.927946529500012 0.38906020780000011 0.5216909673500002 0.5231430197000001 0.52432561900000019 0.52688542260000015 38.748048509250005 0.36006406990000012 0.49336846205000007 41.975471476700008 0.35807311160000005 0.35471991855000007 38.244973486750006 43.426640904350009 0.49053920540000012 0.48637765340000011 0.48351845755000006 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 19 8 11 -9 -11 -7 -13 15 -15 -12 18 -18 -16 20 22 -22 23 26 -21 -26 27 28 -6 -30
right_child=4 2 -4 -5 5 7 -8 9 -10 10 13 12 -14 14 16 -17 17 -19 -20 24 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.076278728343924074 0.04439270312182822 0.074089389136094905 -0.13134932931499044 -0.15337650365095368 0.0032075292057834695 0.047231692759036922 0.088168808878319294 0.064389995899744326 -0.12537405921086378 -0.19692391968190207 0.085863367435829743 -0.15927284149796334 0.071368083608406449 -0.15190109136173435 -0.048522659720412399 -0.0062938781584667008 -0.12582623514134489 -0.00033152358197116382 0.06146670210789934 0.0051683024119335078 0.096246405405372604 0.0036750124843033419 0.087279334878528944 -0.099775762692683179 -0.1408251251802298 0.034963523887772706 -0.066839147687055886 0.05216561748180696 0.027496352970862833 -0.087135216800433735
leaf_weight=0.29392602154985015 3.2205416899523689 1.4218108952045443 0.67952798033365969 1.0199738592782521 127.87499692477286 4.2474512308835966 5.7022591792047015 6.5747682582586995 4.5900486374739558 2.100126458797603 5.036799840629099 2.1324050073744734 1.2401285320520399 2.2852678783237925 3.6121243461966506 4.4388722921721637 3.9540381772676474 104.94985183517565 9.7063806857913715 9.9197033941745776 5.9207316115498525 5.42293481528759 3.0054714456200591 3.3472780687734476 4.5184525679796925 3.2904118187725544 4.6114622354507437 9.3815782256424409 5.4938629604876024 7.6416670307517052
leaf_count=14 30 5 109 70 1109 17 30 26 64 25 17 65 7 18 19 29 109 1770 56 48 43 34 18 25 58 71 23 46 28 51
internal_value=-4.84183e-05 -0.0345317 0.00765491 -0.102001 0.000284056 -0.000120657 0.00319896 -0.00432474 -0.0512683 -0.000306869 -0.00343265 -0.00662919 -0.0744629 -0.000399763 -0.0036793 0.0426924 -0.0009079 -0.00488793 0.0316364 0.000654591 0.00344327 0.0519919 3.0204e-05 -0.00162577 -0.0265108 -0.0667533 0.000493765 0.00255839 -0.000742032 -0.0391912
internal_weight=357.635 3.41524 2.10134 1.3139 354.22 350.999 196.131 154.868 12.21 142.658 136.083 7.61998 3.37253 133.983 124.508 9.47567 122.222 108.904 13.3185 190.429 172.7 11.3437 161.356 158.351 17.7286 7.80886 155.004 150.392 141.011 13.1355
internal_count=4034 198 114 84 3836 3806 1584 2222 153 2069 2043 89 72 2018 1972 46 1954 1879 75 1554 1377 77 1300 1282 177 129 1257 1234 1188 79
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 1 2 2 0 0 2 2 2 2 2 0 1 1 1 2 2 0 0 2 2 0 2 1 0 2
split_gain=0.388197 1.86371 1.37401 0.408598 1.16598 0.652674 0.963913 0.32669 1.15908 1.57338 1.44821 0.945656 0.541269 2.34583 0.654694 0.928059 1.43246 2.2253 0.849234 3.41696 0.709145 1.45759 2.9647 1.91248 1.20072 2.64747 1.0111 1.27365 2.14588 1.61428
threshold=0.5718990449500001 40.00488309970001 42.536568606950006 0.43929822460000006 0.57799167690000008 0.44751654140000008 42.402981339000007 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 47.709122305950011 45.295823381400005 44.756878345700009 0.37331217625000007 0.35471991855000007 0.35862698720000002 0.32058920395000007 35.782584506850007 43.832725745850006 0.47769527860000011 0.4778150355000001 44.262924377150007 44.056421082850001 0.48637765340000011 43.384297312450009 0.32388251845000005 0.46898296455000005 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -7 12 -9 -10 -11 -12 13 14 18 -16 -17 -18 19 -1 26 -22 -23 24 25 -24 27 -20 29 -29
right_child=1 2 -4 4 5 6 -8 8 9 10 11 -13 -14 -15 15 16 17 -19 20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.086186523457332992 -0.1087275488409591 0.080135243636335188 -0.1049158735081238 -0.045223253140297182 0.14453428647059682 -0.10196249621290993 0.071359615098190249 -0.11634055411918781 0.078160034586337274 -0.12243838041034825 0.059254167987981499 -0.10222474566705497 0.020927010875895866 -0.10489146888275028 0.15036965275425027 -0.10637495518616741 0.14116611875234247 -0.10309012313006299 0.055184551333360532 -0.13360245261703937 -0.12055207643538664 0.1359498848984565 -0.16878180076149957 -0.16033514741227919 0.087249452074189576 0.013542152064226449 0.030405613638048445 0.014769748568612674 0.0010572433660229054 -0.086374930816573506
leaf_weight=1.1224219317082309 1.887681815715039 1.0539081841707227 0.97173880820628245 1.9991443501785395 0.64466303586959872 0.43468713219044719 1.2254639054881407 1.0830978080630291 1.6249198913574217 1.3273930305149408 1.32064513862133 0.49995367543306191 12.947872715070842 2.1151144248433402 0.67364114522933904 0.6722663179971281 1.2031940221786497 0.54056623787619162 4.1961669191950923 1.9127160237403584 1.4072163589298705 1.17638623714447 1.093794599175453 1.0486432195175437 0.98319252021610726 2.9293941075447947 11.734176914207636 2.3201529564103103 287.0627759527415 4.9327077018097043
leaf_count=26 393 4 345 18 1 205 11 15 4 26 7 74 61 164 1 24 3 68 28 194 26 2 10 29 13 92 80 78 1846 186
internal_value=-3.94764e-05 -0.0215209 0.00448674 0.0243287 0.0106634 0.0591383 0.0259777 0.000470801 -0.0229477 -0.00175448 -0.0430045 0.0149105 0.000874065 8.03523e-05 0.000763494 0.0465766 0.0176368 0.0654466 0.000323797 -0.0523225 0.000824883 -0.0274357 -0.00931549 -0.037538 -0.0118168 -0.0360267 0.00161178 0.000479929 -0.000300015 -0.0540193
internal_weight=354.146 8.21729 6.32961 5.35787 4.30396 2.30481 1.66015 345.928 5.85601 4.77291 3.14799 1.8206 340.072 327.125 325.009 3.08967 2.41603 1.74376 321.92 3.03514 318.885 8.63863 7.23141 6.05502 5.00638 4.02319 310.246 298.512 294.316 7.25286
internal_count=4034 977 584 239 235 217 216 3057 126 111 107 81 2931 2870 2706 96 95 71 2610 220 2390 172 146 144 115 102 2218 2138 2110 264
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 2 2 0 0 2 2 2 0 0 1 1 2 1 0 0 1 2 2 0 2 2 1 0 2
split_gain=0.374078 0.902469 1.69162 1.02762 0.525443 1.36835 0.958762 0.485297 1.72508 2.28535 1.59203 2.3785 1.40394 1.61554 2.57487 1.92281 1.3869 1.15004 3.24109 1.14623 0.903294 2.14346 0.667985 2.2281 1.06757 0.917988 3.0459 4.3368 1.63286 1.58252
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31693661865000006 33.41579758040001 33.96174662340001 34.654301448200009 37.038444968100009 0.5296248615500001 0.53928026105000015 36.620308449100001 36.364346611650006 37.828051409500013 0.5231430197000001 0.54136103710000005 0.42290649980000011 0.45280081435000008 38.064633603500006 0.37347684200000003 0.56439926950000008 0.49830843385000007 0.34398670700000006 38.400997490450003 38.748048509250005 0.53866650695000018 39.458743938000005 39.792680591700012 0.34524415440000006 0.51505942935000004 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 -7 8 10 -10 11 20 13 -9 -15 -16 -17 18 -14 -11 21 -8 -19 24 -24 28 27 -27 -25 -28
right_child=4 2 -4 -5 5 6 7 12 9 19 -12 -13 17 14 15 16 -18 22 -20 -21 -22 -23 23 25 -26 26 29 -29 -30 -31
leaf_value=0.078267742253893574 0.040797813112510267 0.070562720813805754 -0.13012834003476545 -0.14835628863911568 -0.092603856433075157 0.044431846397437379 0.023642897742343318 0.061357075783936059 -0.16561712494087105 0.0046061798897921525 -0.046052508197415187 0.11101988677999663 0.051127753742916185 -0.10122529146937283 0.097036676012037082 -0.11423588194238948 0.041500598055453933 0.028083018206683397 -0.14880334220627178 -0.12694536453666214 0.014766800866819169 -0.18059512342655559 -0.092971040039342256 -0.015588035667210259 -0.0017165184517038507 0.029012774106398655 0.039295926105130677 -0.086948404350492281 0.038213564712707225 -0.00049272246351792935
leaf_weight=0.25207840162329309 3.1686576801002948 1.345537796616554 0.61058911992586207 0.97011256354744546 1.5920864765066642 4.85719168538344 1.2785628102719839 7.9666057489812356 1.5572720021009434 3.1711750160902739 5.0862850442063055 2.3474780227988949 1.4635606613010161 1.9729330111294983 2.4199143052101135 1.0655829245224597 1.2340634970751123 8.1720006634423026 1.8180534780258311 0.83719715056940902 7.9666399136185646 0.85915269469842304 3.8359848055988541 8.8127998171839881 1.9255107766366562 4.9558832421898833 10.439968719350871 9.23470999629353 15.673612488084471 235.10623326932546
leaf_count=10 30 5 109 74 31 65 24 52 19 30 35 13 14 19 7 26 35 76 37 97 51 34 33 49 29 18 66 91 120 2735
internal_value=-4.96216e-05 -0.0342014 0.00791864 -0.101615 0.000261557 -0.000110048 0.000317955 -0.000313734 -0.0143046 -0.0628107 0.00108863 0.0203447 0.000708867 0.0309299 -0.00529006 0.034814 -0.0306627 -0.000760796 -0.0596365 -0.02287 -0.00072128 -0.0584408 -0.00011279 -0.000907371 -0.0624735 0.000340638 -0.00140432 -0.0464504 0.0188501 0.00119898
internal_weight=351.997 3.17832 1.95613 1.22219 348.819 345.65 344.058 339.201 23.1038 5.56564 17.5381 12.4518 316.097 14.6591 6.69249 4.71956 2.29965 301.438 3.28161 4.00837 10.1044 2.13772 298.157 289.985 5.7615 284.223 259.737 14.1906 24.4864 245.546
internal_count=4034 198 114 84 3836 3806 3775 3710 303 146 157 122 3407 139 87 68 61 3268 51 127 109 58 3217 3141 62 3079 2910 109 169 2801
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 2 1 1 0 0 0 2 2 0 0 0 2 2 0 0 1 0 2 0 1 0 1 1 0 2
split_gain=0.391292 6.35531 2.17428 1.69547 1.65133 1.4508 3.06308 4.86813 2.68569 2.32541 3.44334 1.94792 4.18188 2.54119 1.64836 1.60387 1.49226 2.98976 1.48515 1.8888 1.45369 1.67855 1.38085 1.39528 1.26551 1.02288 1.65736 0.877635 0.815589 0.694862
threshold=0.40509266190000009 0.41615520495000008 35.782584506850007 0.53833717555000005 0.4025178887000001 40.80591513400001 0.41911918805000009 0.42114008565000011 0.54136103710000005 0.55677973715000018 0.54646567465000018 42.536568606950006 43.077238082650005 0.55769288345000012 0.57537199485000012 0.55832160710000012 41.827117825850003 40.890797847750008 0.56341127510000011 0.5718990449500001 0.44805544745000009 0.56719858685000013 42.094663496250007 0.56643513670000012 0.44214245080000009 0.56395018115000017 0.45368402140000008 0.43401395170000007 0.57537199485000012 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 29 8 -7 -8 -5 10 -10 16 15 -14 20 -13 17 -9 -19 -20 21 -11 -18 -24 -21 -22 -27 -12 -25 -1
right_child=1 3 -4 5 -6 6 7 11 9 14 27 12 13 -15 -16 -17 22 18 19 24 25 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.0066447710442682746 0.017416789206513031 -0.11408065981763285 -0.15115628208171292 0.044441555650851436 0.05298138526364049 -0.17950219305965731 0.12318123321985289 0.073434281624737668 -0.02586623978013923 -0.11071860608142413 -0.11435151728242726 -0.21888316306020039 0.096055917848312633 -0.051144606161520167 -0.10595257939198362 -0.068123327439058551 0.10619845064631134 -0.0049688894870815979 -0.16563315491146377 0.12539612986795354 0.056983641515640039 0.0090871701322820502 -0.035674463505457187 0.12371033544276085 -0.11049766930416616 0.049630512315853137 -0.064684036317699686 -0.22991437584978033 0.019396652052447665 -0.0036817601323835686
leaf_weight=109.95744600199396 0.95474237203597923 1.2527450334746379 3.8527814873959869 7.057795286178588 6.1377188018523148 0.7638549436815073 4.2234141549561164 3.8371579118538701 8.0727875186130422 1.9082321962341691 2.1047012526541944 1.1796823628246778 2.3784264971036464 2.3136025307467207 1.3871078652737185 1.7561863638111388 3.3324735654168745 5.4447001125663519 1.5528373681008818 0.48840412497520436 5.7753323968499881 3.0205809315666556 2.2485785856842995 1.4149536490440371 0.4256025553913787 2.6777603700757027 2.4094935394823551 0.95551936142146576 1.5937933357781728 159.94590345479082
leaf_count=804 9 101 95 25 28 10 14 28 41 45 57 12 20 385 431 43 42 27 15 1 25 24 12 4 87 10 45 12 45 1537
internal_value=-4.30426e-05 -0.00648033 -0.117679 0.00120324 0.00169158 0.00331704 0.0184137 0.0231102 -0.0107486 -0.024507 -0.0601074 0.00799776 -0.035097 0.0234725 -0.00143514 -0.128701 0.0241603 0.000999205 -0.0341323 -0.0985005 0.00774561 -0.0372967 0.0558389 0.0239174 0.0155534 0.0281832 -0.00451268 -0.150435 0.0684533 0.000525224
internal_weight=350.424 74.3832 4.80752 69.5757 276.041 68.323 32.9537 32.1898 35.3693 28.3115 11.133 27.9664 7.6279 4.69203 17.1785 2.93587 20.3385 11.7487 7.91154 2.46684 15.7914 4.92881 8.5898 5.25733 0.914007 10.8626 5.08725 3.06022 3.00875 269.903
internal_count=4034 1665 104 1561 2369 1460 745 735 715 690 110 721 460 405 580 55 261 158 130 103 149 69 103 61 88 80 55 69 49 2341
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 1 2 2 1 1 0 0 2 2 0 0 2 1 2 1 1 2 0 1 2 0 0 2 2 0
split_gain=0.327555 5.4963 1.98312 1.51679 1.38975 2.33363 3.01625 1.22725 2.62106 4.29809 2.23274 3.01295 2.06775 4.75979 1.74944 1.86068 2.70925 3.46871 2.14713 2.18807 1.87179 1.57645 1.16808 1.55332 3.4971 1.02704 1.01959 0.806303 1.4438 0.90729
threshold=0.40509266190000009 0.41615520495000008 35.782584506850007 0.53833717555000005 0.39971857130000005 0.3975479776000001 43.631818398850008 40.844669808050007 0.41911918805000009 0.42114008565000011 0.54228915300000013 0.54300769440000007 40.890797847750008 41.066313126200008 0.54300769440000007 0.55677973715000018 41.092444989200011 0.43639411995000005 42.536568606950006 0.43691805635000008 0.45036076765000005 40.664404858950007 0.57537199485000012 0.4349121284000001 39.952536079750011 0.56719858685000013 0.5681267027500001 39.458743938000005 39.110279783550006 0.56395018115000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -7 10 -9 -10 -5 -12 -11 -14 -15 -16 -17 -18 19 -19 -21 22 23 24 -13 -20 -27 28 29 -25
right_child=1 3 -4 7 -6 6 -8 8 9 12 11 21 13 14 15 16 17 18 25 20 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0012337773610731186 0.015701651259089063 -0.11312094842307099 -0.14655999611215526 0.034417108368510564 0.034304980496205964 -0.125617487962598 0.051085105305460093 -0.16989669146471723 0.11969987284734734 0.087875648915836949 -0.20006572302561967 -0.12001514101866909 -0.23236701527609266 -0.10191284621359982 0.053304794040774386 0.1769674935176539 -0.1445609543448286 0.150210069905444 -0.14118458210994442 -0.048746779272521086 0.065399612663503359 -0.11248778696681755 -0.10553847819873803 0.043214499302601378 0.011488771138579218 0.071027099216963638 -0.062365314436917396 -0.024170713953566125 0.090922899596925649 -0.02579242221052741
leaf_weight=258.8589396259631 0.95321334898471732 1.1426614215597499 3.5898457488510758 8.6769249252974969 12.354892482049761 3.1344457026571027 1.396357483230531 0.72818454494700091 3.9269468355923918 2.8589567826129523 0.93752035126090305 3.3196389731019824 0.86532688513398426 1.3943517412990356 7.6189972357824471 0.74562519718892772 1.8818521166685958 1.3418782949447612 1.0564027639338749 2.8701302632689476 2.87622240599012 1.6383611661149178 1.2427873811975576 3.5694055557250959 5.1742376238107681 0.78819687664508853 2.0988680454320274 3.9945469899103037 2.7439587265253067 4.0867057801224291
leaf_count=2201 9 101 95 33 73 66 29 10 14 19 7 93 24 12 41 4 24 2 18 22 144 25 422 21 26 2 400 41 11 45
internal_value=-4.32826e-05 -0.00604335 -0.112515 0.00111431 0.00152605 -1.15184e-05 -0.0711592 0.00307909 0.0175877 0.0220898 -0.00965316 -0.0239712 0.00756879 -0.00218545 0.00659973 0.0137105 -0.00837489 -0.0190765 0.00232936 0.0352356 0.00838692 -0.0175647 -0.0111201 -0.00599339 -0.0399065 -0.0568183 -0.0259479 0.0140179 0.0286856 0.00637974
internal_weight=347.866 72.1217 4.54306 67.5787 275.745 263.39 4.5308 66.436 31.0519 30.3238 35.3841 26.7072 26.3968 23.5379 22.6725 21.2782 13.6592 12.9136 11.0317 7.08823 5.74635 25.7696 24.1313 22.8885 8.49388 3.94347 2.88706 14.3946 10.4001 7.65611
internal_count=4034 1665 104 1561 2369 2296 95 1460 736 726 724 691 712 693 669 657 616 612 588 168 166 684 659 237 119 420 402 118 77 66
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 1 2 1 1 2 1 2 2 2 2 2 2 2 2 0 0 2 2 2 0 2 2 0 1
split_gain=0.352527 0.413106 1.58606 2.22915 0.961335 1.73359 1.65336 1.65199 3.17584 1.66456 1.20745 0.920163 0.816207 1.73865 2.30725 1.52952 1.57569 1.01396 0.7003 2.32813 1.58812 1.00317 0.947407 1.5132 2.84702 0.45512 4.64531 0.689924 5.20675 3.38636
threshold=0.37331217625000007 0.43780126340000008 0.44284602260000011 0.33750486510000005 0.46739618575000003 0.34311846950000008 0.34398670700000006 43.572676689450006 0.33992994225000006 0.35862698720000002 50.205949521800008 0.32388251845000005 35.782584506850007 39.458743938000005 40.098777110850008 48.226196960950006 48.96897326980001 41.571132012400007 49.122847560300009 48.86568841230001 0.55677973715000018 0.55832160710000012 44.421469061800003 48.226196960950006 47.709122305950011 0.47604862130000009 40.159267750750011 40.241071441700008 0.4778150355000001 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 -3 -4 7 -6 -7 8 -5 -9 -11 12 -2 -14 -15 17 -17 -16 19 22 -20 -22 25 24 -24 26 -8 28 -27 -30
right_child=1 2 3 4 5 6 18 9 -10 10 -12 -13 13 14 15 16 -18 -19 20 -21 21 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.060566295935086369 0.074670821182442448 0.094388422594806676 -0.10104772044956514 0.10776810831258721 -0.068341291936085263 0.065314186000077254 0.071807068597738888 0.17014615555306248 -0.12986837130016024 -0.10283358402532239 0.12180321988414196 -0.11178654446261625 -0.16183574609547902 0.12041091633589576 -0.003180903410273737 0.038410053350047761 -0.042271586619080169 -0.12243050794688207 -0.1283990196229404 0.10063841372792777 0.13027731274047979 -0.10226534233888476 -0.081007029923742702 -0.15292674271090567 0.057198665218437465 -0.18789966901321184 -0.12171405237947162 0.0047479919886737705 -0.1207009878733524 9.3219860793462144e-06
leaf_weight=0.95681110583245654 1.0670924789737917 1.7920682840049256 2.1663623852655283 1.0803828090429299 3.6616530641913405 3.9307500422000876 2.3702312365639946 1.4638213552534582 1.1729558809893204 0.5183983128517865 0.44440934062004089 0.93682730465661812 0.77360542817041178 1.2754422724246968 1.0906447013840073 4.9644689336419088 4.7238500788807869 2.0594062251038849 1.2582632919074961 2.3016411616699761 0.5394606590270995 0.28274049560423009 3.2732412265613666 0.96580583893228311 2.7367503639543429 1.5390542596578587 2.6021447563543916 185.80498473829357 2.3765410073101512 105.20854605510249
leaf_count=15 30 15 62 6 23 15 16 3 40 53 1 170 49 3 28 17 33 154 84 12 1 164 234 26 26 10 59 1553 15 1117
internal_value=-4.8778e-05 -0.000217188 0.000569394 5.31794e-05 0.000730149 6.97508e-05 0.000864501 0.0457239 -0.0159315 0.102976 0.000853475 -0.0154675 -0.00981175 -0.0158672 -0.00786643 -0.0206103 -0.000928863 -0.0811426 5.05961e-05 0.000439692 -0.0577731 0.05031 -0.000311819 -0.0367434 -0.0180728 0.000535591 -0.0294664 0.00104141 -0.00526976 -0.00265715
internal_weight=345.338 344.382 327.49 325.698 323.532 318.852 315.19 4.67997 2.25334 2.42663 0.962808 16.8913 15.9545 14.8874 14.1138 12.8384 9.68832 3.15005 311.259 309.179 2.08046 0.822201 306.877 6.9758 6.00999 299.902 4.97238 294.929 109.124 107.585
internal_count=4034 4019 3535 3520 3458 3355 3332 103 46 57 54 484 314 284 235 232 50 182 3317 3068 249 165 3056 286 260 2770 75 2695 1142 1132
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 0 1 2 1 1 1 0 1 0 1 0 2 0 2 2 1 1 0 0 1 0 2 2 0
split_gain=0.331731 3.77861 1.7994 2.62247 2.81632 3.46264 1.87746 2.27392 3.50301 1.65065 1.98132 1.42127 1.40504 3.52963 4.19338 1.30813 2.37908 2.28989 2.21267 2.06241 5.77548 1.7533 2.64918 1.86387 2.05001 1.79905 1.79104 3.4757 2.85538 2.2588
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.37413550490000008 0.51675099550000014 0.38052752915000004 0.50889194935000015 0.37473428940000003 47.927946529500012 0.38370108680000009 0.38552737940000009 0.37977904855000005 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.36006406990000012 0.49336846205000007 41.975471476700008 0.50086823750000009 38.244973486750006 43.426640904350009 0.35807311160000005 0.35471991855000007 0.49053920540000012 0.48637765340000011 0.34566330350000002 0.48351845755000006 41.319407281650008 42.753078181500008 0.48244064550000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -5 -6 7 -2 -9 -7 -11 -8 -12 -14 -15 16 21 -18 19 -17 -21 22 23 24 26 -26 29 -28 -29 -1
right_child=2 -3 3 4 5 9 11 8 -10 10 12 -13 13 14 -16 18 17 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0014877064487047939 0.041880885846063941 0.085927695666939086 -0.17924009395624205 0.068307568588195325 -0.15562927766820328 0.11189121104471177 -0.13082145864283906 -0.1545130443524112 0.070328027604248194 -0.14654119462329568 -0.081671967311131077 -0.023407946847689844 0.069585649760159782 -0.14335873584611156 -0.00084202403208136201 0.029086430823608872 0.094633215384068284 0.0021943095455097847 -0.088527559656317006 -0.15062538530885139 0.050071805536139984 0.077796566735660377 -0.089009072284902499 -0.06036082397103068 0.095373774548854706 0.0060958373834057826 0.025616001451667331 -0.13159402993611694 -0.0077305039185277674 0.042014464681666031
leaf_weight=112.47366875538137 4.0448649637401086 5.3054961450397959 0.81444542109966178 5.9031890588812521 1.4564357083290804 1.2919515743851651 3.0022119265049696 1.9120384495472538 1.0867857756093142 0.93764567188918491 2.1050262079806989 2.0889966306276619 7.025209065526723 2.1016580723226062 117.03600758971879 7.4717985519673693 5.3844566568732244 5.335022360086441 4.2450951710343352 2.8780965022742748 2.8573983730748296 2.8417920758947721 3.3816147804027414 4.8753432594239703 4.3080215975642187 4.7411902621388435 5.3928697742521745 4.4058682918548584 3.2222938537597656 13.35294111445546
leaf_count=1091 17 30 7 24 13 7 46 65 7 9 21 21 28 18 2081 40 43 34 25 48 70 20 31 25 20 26 28 32 19 88
internal_value=-4.50808e-05 0.00270658 -0.003557 -0.000325695 0.000731313 -0.00229183 -0.0404827 -0.00704189 -0.0730297 -0.000580484 -0.00170511 -0.0867481 -0.000646351 0.000705561 -0.0033561 0.000347571 0.00302845 0.0486269 -0.0257225 -0.00553568 -0.0506389 -4.57997e-05 -0.00146243 0.000475419 0.00248085 0.048598 -0.000524772 -0.0358307 -0.0792715 0.00312882
internal_weight=343.279 192.473 150.806 138.672 137.857 131.954 12.1349 7.04369 2.99882 130.497 129.206 5.09121 128.268 126.163 119.138 187.167 169.715 10.7195 17.4524 13.2073 5.73549 158.996 156.154 152.772 147.897 9.04921 138.848 13.021 7.62816 125.827
internal_count=4034 1670 2364 2208 2201 2177 156 89 72 2164 2157 67 2148 2127 2099 1640 1457 77 183 158 118 1380 1360 1329 1304 46 1258 79 51 1179
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 0 1 0 2 1 1 0 0 0 0 1 2 1 0 0 0 0 2 1 2 1 1 2 1 1
split_gain=0.31085 1.58037 1.09288 3.23768 0.402276 1.31798 1.43445 2.15574 0.564492 0.469349 3.23312 2.32681 3.1485 2.24503 5.7398 1.93674 3.0506 1.29583 3.63233 1.57057 1.29441 5.17661 2.74104 1.18159 4.22519 2.96368 1.70501 1.96704 1.8853 6.65587
threshold=0.31100865245000009 0.31761025120000003 48.457543166250012 48.226196960950006 32.724174661450007 0.51675099550000014 0.38052752915000004 0.53043322055000008 33.41579758040001 0.37078231190000005 0.36945001650000003 0.51401155655000019 0.50889194935000015 0.51675099550000014 0.52005927965000021 0.37473428940000003 47.927946529500012 0.38906020780000011 0.5216909673500002 0.5231430197000001 0.52432561900000019 0.52688542260000015 38.748048509250005 0.39542229275000007 41.741384785950011 0.39193437325000008 0.39971857130000005 36.728658719300007 0.40509266190000009 0.41615520495000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7 -8 -6 10 -10 12 15 -13 -15 -11 -17 19 -19 -16 22 -22 -20 24 -23 -26 -25 -28 -29 -30
right_child=1 4 -4 -5 8 6 7 -9 9 11 -12 13 -14 14 17 16 -18 18 20 -21 21 23 -24 26 25 -27 27 28 29 -31
leaf_value=0.020657440181959304 -0.12717366363175345 -0.1718536628437729 -0.10358641081333174 0.12564361421369061 0.043715694771082739 -0.18082220080765224 0.11298069480993336 -0.1325966801836409 0.0014174091794186567 0.038473366380056717 0.083533772427247702 0.05889965998417962 -0.11752902573868203 -0.17327273083403072 0.077888380769885732 -0.14905782808228471 0.065712936392214732 -0.1378293340239678 -0.045251743835941993 -0.0066301203118216958 -0.12295837191238712 0.080090529697262075 0.057880942298722662 -0.04662422114661683 0.041981251363096488 -0.12923867032685712 -0.078002427258294704 0.040910135862260791 -0.1441641208358666 0.0040972945448951121
leaf_weight=7.1142251847777507 1.0457170906011009 0.5789736643491773 2.4904115870594978 0.98244547843933094 3.0159943202743298 0.36461358517408404 1.1697956323623655 0.51474169199354936 173.18902806460392 3.9670433327555639 4.9312294274568549 6.1023841742426148 4.1064095211913809 1.9537243266822759 4.4862547386437637 1.7901328845764513 1.0488480278290806 1.9739493280649174 3.5799311511218539 4.311766913626343 3.5761743568582451 6.6326470449566823 9.1991972085088474 8.5895080608315748 1.8938910923898218 2.1683878663461655 3.0864294914645134 11.416047152131794 3.1834013302577651 62.006759135401808
leaf_count=196 73 67 18 2 28 4 4 109 1281 17 30 26 64 25 17 65 7 18 19 29 109 23 56 181 11 45 156 61 75 1218
internal_value=-2.61731e-05 -0.000467587 -0.0592051 -0.00470853 0.000339529 -0.0386274 -0.00098526 0.03794 0.000653468 0.000251617 0.00369079 -0.00397099 -0.0483767 -0.00035909 -0.00318296 -0.00665365 -0.0697118 -0.000547775 -0.00332392 0.0364672 -0.00102181 -0.00476151 0.0289895 -0.0004909 0.0309007 -0.0494136 -0.00429383 0.000268667 0.00342217 -0.00314269
internal_weight=340.47 333.356 4.51857 2.02816 328.837 2.62812 2.04915 1.68454 326.209 323.193 178.12 145.073 10.9124 134.16 128.058 6.80602 2.83898 126.104 117.306 8.79802 115.332 102.553 12.7791 98.9771 10.6949 4.06228 88.2821 79.6926 76.6062 65.1902
internal_count=4034 3838 93 75 3745 184 117 113 3561 3533 1311 2222 153 2069 2043 89 72 2018 1972 46 1954 1879 75 1770 79 56 1691 1510 1354 1293
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 0 2 0 0 2 0 0 2 1 2 1 1 0 0 1 0 1 1 1 0 0 0 1 1
split_gain=0.279693 2.57971 2.46061 1.06558 1.17093 3.18802 1.03291 4.17877 1.96384 1.54302 1.086 2.27483 1.19349 1.31157 0.935028 3.62839 3.11707 1.22188 5.21519 1.50059 2.17251 2.50156 1.59965 2.69068 3.38188 1.82221 1.32325 3.51667 1.13887 0.98483
threshold=0.35862698720000002 0.49336846205000007 41.975471476700008 0.49053920540000012 0.48637765340000011 0.34587287805000005 0.49787431515000008 36.364346611650006 0.49649711085000009 0.49830843385000007 40.00488309970001 0.47817430615000006 0.47721625100000004 50.205949521800008 0.36945001650000003 36.957836847500012 0.37078231190000005 0.37668033890000002 0.5054040298000001 0.51191581090000016 0.38370108680000009 0.52005927965000021 0.38552737940000009 0.38906020780000011 0.39019789825000006 0.5231430197000001 0.52688542260000015 0.52432561900000019 0.37977904855000005 0.39542229275000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 10 -8 -9 12 13 -12 15 -11 -16 18 -18 28 -21 -22 -23 -24 -25 -26 27 -27 -19 -28
right_child=6 2 -4 -5 5 -7 9 8 -10 14 11 -13 -14 -15 16 -17 17 19 -20 20 21 22 23 24 25 26 29 -29 -30 -31
leaf_value=-0.00085051545387952775 -0.24126809740476474 0.10467637615154911 0.0033905945934474854 -0.043584615579216918 0.087358487142124686 -0.032698490193570316 0.099238717583606778 0.084707237090382054 -0.13853629248253185 0.0097482144251794869 -0.10256007303845655 -0.12849763443271284 0.10619130780197306 0.1183341509052916 0.081109368068590038 -0.10683136172459209 0.058200242871110267 0.0026827999240325879 -0.11223315157938603 0.050498170030236544 -0.093056383287469235 -0.13819157826059211 0.063098652116286597 -0.10270418183607977 0.049235848438936053 0.018469669588490393 0.029038648938923446 -0.12097125266601652 -0.14723510800568071 -0.0035330991108998839
leaf_weight=142.29251322639175 0.90212208032607932 4.7204282805323583 4.8762358836829662 5.4637553393840781 5.1958148553967458 3.8512256219983101 1.5138198647182424 1.5229975149268282 1.0126387882046399 8.0286395549774152 0.83709765970707006 1.205246615107171 1.2812179774045942 0.39593198895454407 4.5885850936174384 3.9997768551111212 3.0494138747453681 0.86946345120668356 4.3658994631841779 8.2659702366217953 2.973037796560674 0.83494034456089039 6.5432252762839189 3.2927077412605277 7.0771822035312644 4.0223881471902123 10.360387615859507 3.286296994483564 1.2145547441905362 89.249433402481372
leaf_count=1293 14 41 32 29 24 24 8 9 12 38 93 30 5 1 30 28 11 8 56 41 31 8 28 25 36 33 78 109 41 1818
internal_value=-3.60219e-05 0.00288138 0.0532113 -0.000198901 0.00136744 0.0362516 -0.00288005 -0.0400641 -0.0110463 -0.00125267 0.0135797 -0.0155445 0.0386015 -0.0316298 -0.00219159 -0.0290177 -4.03257e-05 -0.00260119 -0.0421455 -0.00047615 0.000815189 -0.00240229 -0.000240381 0.000689761 -0.00279187 9.40417e-05 -0.00315877 -0.0442289 -0.0846886 -0.000145321
internal_weight=337.093 166.4 9.59666 156.803 151.34 9.04704 170.693 7.15725 6.25513 163.536 5.24249 3.71949 2.51425 1.23303 162.022 12.0284 149.993 145.405 7.41531 137.99 135.906 127.64 124.667 123.832 117.288 113.996 106.919 7.30869 2.08402 99.6098
internal_count=4034 1443 73 1370 1341 48 2591 164 150 2427 138 129 99 94 2419 66 2353 2323 67 2256 2207 2166 2135 2127 2099 2074 2038 142 49 1896
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 0 1 2 0 2 2 2 1 0 0 0 1 1 2 2 2 1 1 2 0 0 0 1 0
split_gain=0.289817 0.64971 1.20599 0.86216 0.327599 1.04329 0.870817 0.742197 1.0509 1.46285 1.94855 0.592838 0.585644 1.40335 1.71504 2.80812 1.99867 1.06075 1.43405 1.88658 0.770322 0.808767 1.36504 1.9072 0.807663 2.62188 2.74596 2.97427 2.21857 1.99498
threshold=49.283271594150008 0.55677973715000018 0.48119816770000007 0.55832160710000012 0.31100865245000009 0.31761025120000003 0.39718870690000002 0.31060447290000009 49.122847560300009 0.39606598605000004 44.952171034750002 48.778770352700008 43.832725745850006 0.34524415440000006 0.50706565670000014 0.53866650695000018 0.54386096225000014 0.34674111555000003 0.35862698720000002 47.927946529500012 43.384297312450009 43.525909308350002 0.34527409360000011 0.39814676205000005 42.779078631750004 0.47997065955000012 0.4815274992000001 0.50339810185000011 0.34566330350000002 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 7 6 -6 8 9 10 -1 12 20 -14 17 -16 -17 -15 -19 -20 24 -22 -23 -24 -7 -26 -27 28 -28 -29
right_child=1 3 -4 -5 5 11 -8 -9 -10 -11 -12 -13 13 14 15 16 -18 18 19 -21 21 22 23 -25 25 26 27 29 -30 -31
leaf_value=-0.10393688380810225 0.0011356441561214908 0.1279696741823397 -0.12916952726873998 -0.10206508241218182 -0.023409836380563126 0.0015194885580401439 -0.12925045115459394 0.078923213929499789 -0.11453085926715492 -0.089118250939986279 0.10535106439619693 0.040937391872358481 -0.13082579648646248 -0.014772818911885503 -0.13181161950535322 0.05176724141332914 -0.10922793681370629 0.11857216679197909 -0.10683275601151761 0.11192897771473816 0.059290479360216287 0.064026511979105971 -0.093271689544622199 0.042891492875045567 -0.11465541001233125 0.06219565889784226 -0.0098715660094379262 0.086261362370871078 -0.11904993573211564 -0.021479243422253432
leaf_weight=0.56764136801939447 1.8700039908289907 0.51647973060607899 1.145252007700037 0.23801475355867296 3.0773702205624422 269.45500940478814 1.0400936701335011 1.7207445991225538 0.66360391676425923 0.87667396524921049 2.0566493347287178 3.5873211594298473 1.050504789687692 3.8209161367267352 2.488578685442917 2.6656871112063532 1.08495383587433 1.9545370787382128 0.88332625332986914 0.71194259263575077 4.54222194716567 2.4221263080835342 2.2309634480625391 1.9087948772357775 2.5080092123243984 4.5273790657520321 3.3330911546945554 2.7320568049326539 4.2148253263439983 4.6331092957698274
leaf_count=123 11 1 83 160 28 2584 61 10 10 35 12 28 29 32 155 15 212 10 91 3 32 8 30 25 90 18 14 18 33 73
internal_value=-1.94466e-05 -0.02759 -0.0483568 0.0554023 0.000294783 -0.000128806 -0.0501457 0.0236771 0.000850159 0.0227205 0.0600815 0.000513251 5.60344e-05 -0.0194634 -0.0108677 -0.049451 0.00519591 0.0217925 0.0611505 -0.00920295 0.00100201 0.0268528 0.00439898 -0.0304884 1.69457e-05 -0.0184293 -0.00601523 -0.026723 -0.0708378 0.0184864
internal_weight=334.528 3.76975 3.01526 0.754494 330.758 324.873 4.11746 5.88531 4.16457 3.50096 2.62429 320.755 317.168 14.6604 13.6099 6.23922 3.75064 7.37072 3.54981 1.59527 302.508 11.1041 6.56188 4.13976 291.403 21.9485 19.4405 14.9131 7.54792 7.36517
internal_count=4034 255 94 161 3779 3589 89 190 180 170 135 3500 3472 547 518 382 227 136 104 94 2925 95 63 55 2830 246 156 138 47 91
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 0 0 2 2 2 2 1 1 2 2 1 0 0 2 1 0 0 2 0 2 1 2 1 1
split_gain=0.247093 0.555129 1.10653 0.763141 0.276132 0.860188 0.819825 0.634879 0.954999 0.949687 0.492191 0.503015 1.24682 1.54639 1.22288 1.07402 1.13604 2.12403 1.23016 0.637099 0.777484 1.73035 1.45967 1.39713 1.24658 0.767721 0.756364 1.64654 0.805365 0.724579
threshold=49.283271594150008 0.55677973715000018 0.48119816770000007 0.55832160710000012 0.31100865245000009 0.31761025120000003 0.39718870690000002 0.39672464895000009 49.122847560300009 44.952171034750002 48.778770352700008 43.832725745850006 0.34524415440000006 0.34527409360000011 48.226196960950006 47.927946529500012 0.35862698720000002 0.53866650695000018 0.54300769440000007 43.384297312450009 0.32388251845000005 0.46898296455000005 0.47515044460000005 35.171584490050009 0.47604862130000009 34.41230404325001 0.34623214870000002 43.525909308350002 0.39814676205000005 0.34440585610000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 7 6 -6 8 9 -1 11 19 -13 -14 15 16 -15 -18 -19 20 -7 23 -23 25 -24 -22 -21 -28 -29 -26
right_child=1 3 -4 -5 5 10 -8 -9 -10 -11 -12 12 13 14 -16 -17 17 18 -20 26 21 22 24 -25 29 -27 27 28 -30 -31
leaf_value=-0.10357195266512345 0.0010221971141350834 0.12460995249108241 -0.12720196505132433 -0.10187150024031069 -0.020865774741496607 0.041284450501137292 -0.12661031392548189 0.080917906851405555 -0.11295838400592617 0.04282999180075401 0.037702630562237757 -0.12774591881752559 0.14228106239214333 0.013835285840339523 -0.14034002902476334 0.078222819972226632 -0.11760891564185297 0.04707474285990302 -0.1065131235496571 -0.014841604652087293 -0.06994155674124139 0.047372800311014915 -0.086704066244590997 -0.083000080008541699 -0.049196818396875563 0.060473060860912434 0.087218030128310337 -0.055530369199448232 0.038626946713279361 0.00050916440310279094
leaf_weight=0.51534081669524257 1.8697934225201605 0.47927567362785328 1.0514820282114667 0.21575309472973458 3.10572973685339 4.4943706738995379 0.95973640028387297 1.3878346958663312 0.60838270932435978 3.1601522359997034 3.5098074360284945 0.97227383963763614 0.63158500194549461 4.9785178061574644 0.76804991255630817 1.2319380547560292 2.5896815093001351 2.0705936253070836 0.69705068910843682 3.3611212661489827 0.67676141599076745 6.503517997916787 1.6696931249462057 4.4584286990575492 2.9650752544403067 1.3554546181112526 3.9130439786240458 1.7342764772474768 1.9076379726175217 268.63715517631499
leaf_count=123 11 1 83 160 28 37 61 39 10 18 28 29 1 41 22 13 240 11 190 22 62 58 38 186 16 16 25 23 25 2417
internal_value=-2.28895e-05 -0.0260199 -0.0451307 0.0543048 0.000262983 -0.000120881 -0.0458289 0.0221367 0.00309358 0.022303 0.000461411 4.72706e-05 -0.0185246 -0.0103353 -0.0181492 -0.0100362 -0.0205559 -0.0525154 0.00839256 0.000905427 1.49997e-05 -0.00063293 0.00055126 -0.0516767 -0.000563033 0.0170428 0.0246228 0.0421801 -0.00621068 -3.34747e-05
internal_weight=332.48 3.6163 2.92128 0.695029 328.863 323.192 4.06547 5.67171 4.28388 3.67549 319.126 315.616 13.9397 12.9674 12.3358 11.5678 10.3358 5.35733 2.76764 301.677 290.76 286.266 279.775 6.49064 273.272 2.03222 10.9161 7.55496 3.64191 271.602
internal_count=4034 255 94 161 3779 3589 89 190 151 141 3500 3472 547 518 517 495 482 441 201 2925 2830 2793 2529 264 2471 78 95 73 48 2433
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 0 0 2 2 0 0 0 0 1 1 0 1 1 0 0 2 0 2 2 2 2 1 1 2 1
split_gain=0.491931 0.515914 0.239073 1.73506 1.60269 1.16491 3.43801 2.74467 1.09101 1.42549 1.03861 3.69485 2.70803 1.65362 2.14192 2.00953 1.83975 1.47529 3.89105 4.13799 2.87468 3.17741 1.2459 1.19389 1.19026 1.64489 1.06415 1.05378 0.912099 0.857688
threshold=0.3055746834000001 0.30584413640000002 42.779078631750004 42.67709657435001 42.824128352900011 0.47709649410000005 0.48119816770000007 42.686561923500008 42.558389508100007 0.5054040298000001 0.54228915300000013 0.54386096225000014 0.53544804050000006 0.39814676205000005 0.4019490434500001 0.51675099550000014 0.35374689380000007 0.34545372890000009 0.47997065955000012 0.45994131915000008 43.157831852650006 0.48797940185000005 43.969738121350005 48.96897326980001 43.272784938550004 43.525909308350002 0.36160593995000007 0.38733870245000007 49.835088602800006 0.39278764110000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -4 -5 -7 -8 -3 -10 12 -12 13 15 -15 16 17 18 19 23 -19 22 -22 -6 -13 -26 -18 -17 -27 -29
right_child=1 2 4 5 10 6 7 -9 9 -11 11 24 -14 14 -16 27 26 20 -20 -21 21 -23 -24 -25 25 28 -28 29 -30 -31
leaf_value=-0.10279867275533816 0.083936345741134316 0.00048277059810427833 -0.12414077641792665 0.10749065578970794 0.026815518430020436 -0.098994374237127633 0.10122698006179892 -0.029757987110445611 -0.10799354273613829 -0.0022455690576686713 0.11703308112168419 -0.12095304781954619 -0.096193484883555697 0.14441274347309593 -0.10151750468666471 -0.16845647189129334 0.084511936373953461 -0.10343292334042693 0.062344666208788403 -0.1440226698006325 -0.10912517830422459 0.070912912648398163 -0.0088548263483528098 -0.040444582490663621 0.074643020532593141 -0.10698644392875767 0.011348710900713686 0.013164183045637275 0.031149691844768318 -0.10776108662164807
leaf_weight=0.46510738169308652 0.73269431642256577 253.99031032236235 1.1229341635480512 2.0827342425473026 6.4570307477843034 1.8000055626034717 4.6147086657583714 2.4485371608170681 2.1558701507747164 3.1189083196222782 3.019977379590272 1.0049609441775826 3.3112899512052527 1.5141254626214493 0.46226518502226088 0.9797828141599888 3.4186900700442475 4.3758644252084187 7.6357947513461104 2.4690539902076116 2.2645762767642719 3.4113339707255363 2.7367683723568916 4.4632625803351402 1.6956623932346704 1.3464518276159654 4.7503860173746943 1.2193286437541249 0.74109231997863378 1.1301984186284242
leaf_count=125 15 2504 13 12 72 11 51 22 22 31 9 42 34 5 121 16 69 44 30 71 20 15 27 33 15 261 74 8 163 99
internal_value=-2.78133e-05 0.000116826 -6.94233e-05 0.00119443 -0.00580608 0.0401931 0.0243792 0.0558199 -0.000452065 -0.0454661 -0.00353101 0.0304152 -0.00876931 -0.00264759 0.0868912 -0.00655303 -0.000622653 -0.0109119 0.00537857 -0.0271086 -0.0376944 -0.00350046 -0.0542566 -0.000674539 -0.0242162 0.00148077 0.0419669 -0.0813354 -0.0579472 -0.0450048
internal_weight=330.94 330.475 329.742 270.211 59.5308 10.946 8.86325 7.06325 259.265 5.27478 58.4079 7.80814 50.5998 47.2885 1.97639 45.3121 41.9828 33.8137 21.0251 13.3893 12.7885 8.41268 5.00134 10.9203 4.78817 3.78321 8.16908 3.32931 2.08754 2.34953
internal_count=4034 3909 3894 2653 1241 96 84 73 2557 53 1228 490 738 704 126 578 455 312 206 176 106 62 47 105 481 439 143 123 424 107
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 2 0 0 2 0 2 2 0 0 2 2 2 2 0 2 2 0 0 0 1 1 0 0 0 2
split_gain=0.239567 2.19414 1.85019 1.60081 1.00957 3.23958 1.66831 1.37161 0.982841 1.7703 0.883363 2.49515 2.61486 1.91852 1.87603 1.84322 1.49826 3.55511 3.2048 2.15537 3.2452 1.9775 3.8631 1.80592 1.17801 3.97284 6.20952 2.55047 4.33333 2.48409
threshold=0.35862698720000002 0.49949103320000005 0.35738450945000005 0.35471991855000007 0.49787431515000008 36.364346611650006 0.49649711085000009 0.49830843385000007 40.00488309970001 0.47817430615000006 43.077238082650005 43.182896969600009 0.48386275860000011 0.48028502140000007 43.018222997350009 43.157831852650006 42.779078631750004 42.67709657435001 0.4815274992000001 42.283941020600004 42.434124620650003 0.48271009850000007 0.47754558250000007 0.48119816770000007 0.34515433670000012 0.34503457980000002 0.4778150355000001 0.48119816770000007 0.48537468940000006 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -2 8 -6 -7 -10 14 15 13 -13 16 -12 17 19 -18 24 -21 22 -22 -19 25 -1 -27 -26 -29 -30
right_child=4 -3 -4 -5 7 6 -8 -9 9 -11 11 12 -14 -15 -16 -17 18 23 -20 20 21 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=0.0024443103705138343 -0.21709481528864025 0.082433252738880358 0.079108105701266307 -0.071240350315494125 0.097437523275534357 0.080005215666226939 -0.13392008569200201 -0.0020012625670423312 0.03461847277774216 -0.1249623471463745 -0.18142672607677052 -0.0082244414112040472 0.072543772780064839 -0.10170265621279449 0.080283223493137656 -0.0043869103342418538 0.013003103903860997 0.011250158556829896 -0.15097845679982461 -0.12572582961384857 0.026491986709312316 0.066529556989946337 -0.14926703108384839 0.10048578191359939 0.033358214078724309 0.012196800208883449 -0.22168577902216668 -0.049639377128554554 0.07156318596863015 -0.023624476949136632
leaf_weight=38.642225359770237 0.90368573548039322 3.3802664801478377 2.9771823182818471 3.1323154967976725 1.3993894539307792 1.4567667158553375 0.94219145900569845 158.40777079980762 2.0467085854616021 1.0527122410130685 1.4900247233454167 17.737266339827336 3.6142837777733794 2.5057187154889098 3.1792586728697634 0.97150803124532092 3.0484079413581631 3.8471715915948135 1.9568951576948164 3.2740019015036506 3.2238499697996303 2.4855396896600723 2.0430645532906055 5.5246348232030869 30.549197320797248 2.4492950190760885 2.1157664805650711 12.960134956985714 7.0616996064782125 4.4814908355474472
leaf_count=410 14 35 29 24 8 9 12 2419 99 30 47 228 13 15 22 11 39 22 19 35 33 8 24 54 157 61 17 67 49 24
internal_value=-2.04383e-05 0.00270795 0.00101591 -0.000471638 -0.00269042 -0.0416288 -0.0127901 -0.0011305 0.0122588 -0.0195828 0.000975658 -0.0156966 -0.00580635 -0.0197954 0.00443502 -0.111553 0.00248504 0.00474572 -0.0511078 -0.0003231 -0.0422457 -0.00699058 -0.0416859 0.0638541 0.00438135 -0.00797801 -0.0962006 0.0140814 -0.00995164 0.0346078
internal_weight=328.86 162.651 159.271 156.294 166.209 6.40206 5.49838 159.807 4.55619 3.09942 153.161 26.3188 23.8573 20.243 126.843 2.46153 123.663 118.658 5.0053 109.286 11.0265 7.75245 5.26691 9.37181 98.2598 43.2073 4.56506 55.0525 24.5033 11.5432
internal_count=4034 1443 1408 1379 2591 164 150 2427 138 129 1355 314 256 243 1041 58 1019 961 58 885 100 65 57 76 785 488 78 297 140 73
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 0 1 0 2 2 2 1 2 0 0 1 2 0 2 0 1 2 1 2 1 1 2 2 0 2
split_gain=0.216999 0.961688 0.93225 2.58633 0.30802 1.17817 1.29216 1.98635 0.476394 0.827842 0.677534 0.415299 0.414084 1.20003 2.02118 1.57719 1.75501 0.922723 0.920727 1.27359 1.49048 0.862861 2.34248 0.85592 0.72224 1.10143 0.58157 1.85267 0.802898 0.73961
threshold=0.31100865245000009 0.31761025120000003 48.457543166250012 48.226196960950006 32.724174661450007 0.51675099550000014 0.38052752915000004 0.53043322055000008 33.41579758040001 33.96174662340001 34.883496062400006 0.35862698720000002 37.038444968100009 0.5296248615500001 0.53928026105000015 0.36575252235000005 36.491284729650012 0.56439926950000008 37.828051409500013 0.50706565670000014 0.39045238170000002 38.064633603500006 0.37347684200000003 36.491284729650012 0.42290649980000011 0.45280081435000008 38.400997490450003 38.748048509250005 0.53866650695000018 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 11 -7 -8 -6 -10 -11 -3 13 15 -15 16 -12 -16 19 -14 -21 22 -20 -17 -22 -26 -23 28 -28 -29
right_child=1 4 -4 -5 8 6 7 -9 9 10 12 -13 18 14 17 23 -18 -19 21 20 24 26 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.017891763321822539 -0.12077316373631813 -0.10966768546298195 -0.086488309089413573 0.1232239931183127 0.040352209263520983 -0.17363462317410286 0.11254252415655133 -0.13226668565400049 -0.0743488899505165 0.035270001150213025 0.00063491711892706376 -0.30415149272310588 0.068795551801813043 -0.16257288072797849 0.010978000434261554 0.0011794242905930673 -0.10448578395749626 -0.12373777544437599 0.045177663205752762 -0.083160869792227199 0.04494955129913708 0.026870062212388329 -0.13637755476176858 0.065088902846906632 -0.1119194578260197 0.036832148193355903 -0.086760727722341405 0.01771791783733909 -0.0052897539844513307 -0.0010877005351630044
leaf_weight=6.643268108717165 0.8191010879818339 0.36017855883983374 2.5172939151525497 0.92503130435943604 2.9777425298525477 0.34771232679486264 1.1076486706733701 0.47295577377371945 1.4839492361061264 5.5108493603183879 4.5339769275160533 0.15794672758784145 4.6495155952870837 1.3362843953073014 2.5405674930661921 5.0399566227570158 2.4444406740367413 0.63564265047898505 1.2892767265439027 1.6030688434839229 4.8391218278557062 7.935181732143973 1.5834642014233393 3.5870263483375311 0.8616862602066252 1.1786625490640288 3.5211925501935175 22.99601797980722 1.8426380586461162 230.94034777877096
leaf_count=196 73 60 18 2 28 4 4 109 31 79 56 7 33 18 28 39 20 90 8 9 26 72 37 15 26 35 33 167 29 2682
internal_value=3.14799e-06 -0.000368179 -0.0475559 0.00863502 0.000268621 -0.0350768 0.000895281 0.0392896 0.000544593 0.000162651 0.000520639 -0.168955 -0.000110623 -0.0139735 -0.059392 -0.000840141 -0.0361874 -0.0159821 0.000874024 0.0267318 0.00367543 -0.000383122 -0.0548962 0.0277524 0.0239102 -0.0259891 0.000202885 -0.000613192 -0.058773 0.000615302
internal_weight=326.682 320.038 4.26143 1.74413 315.777 2.44644 1.92832 1.5806 313.331 310.353 308.869 0.518125 303.358 20.1179 4.51249 15.6054 6.97842 3.17621 283.24 13.1321 8.48254 270.108 2.87274 8.62698 6.87947 2.04035 267.235 259.3 5.36383 253.936
internal_count=4034 3838 93 75 3745 184 117 113 3561 3533 3502 67 3423 266 136 130 76 118 3157 129 96 3028 45 54 87 61 2983 2911 62 2849
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 0 1 1 0 2 1 2 0 2 2 2 0 0 2 0 1 0 2 1 0 1 1 0 2
split_gain=0.208249 4.68744 1.36569 1.96097 1.70012 1.78211 0.777073 0.768686 0.78492 1.21978 0.879093 0.610837 0.584392 2.4091 0.562761 0.533414 0.47465 1.14031 2.01016 0.68419 0.713174 0.599514 0.436754 0.423124 0.38537 2.63715 1.35577 1.0207 1.49466 0.699758
threshold=0.45206730335000006 0.55832160710000012 0.56395018115000017 38.903925214650009 39.458743938000005 0.58415915690000009 0.58650938595000024 0.44922307715000004 0.43837010870000009 0.5681267027500001 40.80591513400001 0.44521122120000006 41.092444989200011 0.56915960600000015 42.522337019050006 42.536568606950006 33.151194885250007 0.51675099550000014 0.51505942935000004 34.883496062400006 0.49485045360000007 0.31100865245000009 0.56915960600000015 40.00488309970001 0.34311846950000008 0.46989611090000011 0.34398670700000006 0.34219035360000005 0.46495613905000005 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 23 -7 8 9 16 11 -10 -12 -14 -8 -16 17 18 21 20 -18 -1 -11 -6 25 27 -26 28 29 -21
right_child=1 2 3 4 5 6 14 -9 10 22 12 -13 13 -15 15 -17 19 -19 -20 24 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.10691899600396566 -0.27383589651500917 0.035329127238799933 -0.13601030404550607 0.064966560314740865 -0.25846929262740204 0.11840179753035035 -0.11068564113098933 0.042211569106064308 -0.14794135630438118 0.10408886132236693 0.057188323208450076 -0.03266685667200523 0.04719872369695971 -0.12956933582246957 0.11474224182749995 -0.10078857859014208 -0.014930053947225541 -0.0021432449380301356 -0.39338116777214105 0.024107267056951296 0.050100524611741797 -0.10697220712542668 0.03162613886104395 -0.1089951582581879 0.059806318049220944 -0.13077611656438687 -0.0002152622685792962 0.06157040862123906 -0.130790391664352 -0.017863138933892325
leaf_weight=0.18302616477012579 0.65146553097292681 6.0781898442655784 1.3882397521374512 2.1763202117581386 0.2256684256717566 0.54845792450942077 0.46040921824169345 4.3614607750205314 0.97147744381800183 1.3372075557708734 0.97809008322656144 0.87256223859731108 1.7341152559383775 1.388162316608941 0.33860781788825989 0.17374811353511177 2.4640796843450508 2.3643300114199519 0.22503867745399475 5.9303129611071332 5.3433459829539061 0.46138589650217909 2.2006259360350668 1.1777362260909283 3.8184279501438132 1.7519205138087262 260.76435630989727 2.1877913922071448 0.98062040051445265 12.032682429475242
leaf_count=1 18 34 288 42 6 5 209 48 29 7 5 14 21 56 1 254 32 24 2 122 36 82 45 130 15 13 2228 8 22 237
internal_value=3.84566e-06 -0.0122902 0.0012678 -0.0306362 -0.00195833 -0.0517595 0.0232172 0.000524134 -6.62045e-05 0.000642007 -0.0360516 -0.0933958 -0.0102625 -0.0313922 -0.0304492 0.0416523 -4.98163e-05 -0.0381534 -0.136077 0.000367487 0.0295764 -0.0462227 0.0590151 -0.133031 -0.000425811 -0.0128757 0.000650962 -0.00310109 -0.01057 -0.00400701
internal_weight=325.57 13.2188 12.5674 6.48919 5.10095 2.92463 1.52122 312.351 307.99 302.045 5.94441 1.84404 4.10037 3.12228 0.972765 0.512356 298.507 3.23378 0.869451 295.274 7.80743 0.644412 3.53783 1.4034 287.466 22.8833 264.583 21.1314 18.9436 17.963
internal_count=4034 987 969 935 647 605 469 3047 2999 2874 125 43 82 77 464 255 2822 109 85 2713 68 83 52 136 2645 402 2243 389 381 359
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 2 0 2 1 1 2 2 0 0 2 2 2 2 2 2 0 2 1 2 0 1 0 0 0 2
split_gain=0.213824 3.97364 1.71828 1.11358 1.07886 1.00278 1.89986 2.85628 1.49495 1.47431 1.43465 2.91104 1.66361 1.45687 1.38908 5.71679 3.61265 1.3253 2.10928 1.23162 2.36152 2.81098 2.12746 1.21924 3.96693 1.1509 1.12648 0.944131 0.796127 0.734222
threshold=0.40509266190000009 0.41615520495000008 35.782584506850007 0.53833717555000005 0.4025178887000001 40.80591513400001 0.54136103710000005 40.664404858950007 0.42114008565000011 0.4301667614500001 42.536568606950006 43.077238082650005 0.55769288345000012 0.56859076075000015 40.00488309970001 39.952536079750011 37.311503175250003 33.151194885250007 36.728658719300007 41.827117825850003 0.55257327625000008 41.218101594450012 0.46476153410000004 42.094663496250007 0.5654770815500002 0.43837010870000009 0.57537199485000012 0.5718990449500001 0.54429508100000012 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -5 9 -7 14 19 13 -13 -12 15 16 -8 -11 -19 20 -10 25 -23 -21 -25 -22 -26 -27 -18 -20
right_child=1 3 -4 5 -6 8 7 -9 10 17 11 12 -14 -15 -16 -17 28 18 29 23 21 22 -24 24 26 27 -28 -29 -30 -31
leaf_value=0.00034435360168697535 0.017321178991420057 -0.11554350508209216 -0.13877709749403372 0.037916391249864415 0.044331311799973024 0.070769085084891867 0.038736127413128957 -0.20427170935438832 -0.086236319491064473 0.11454578011002002 -0.16780594299509335 0.088306814233659603 -0.043569906409740074 -0.020514015409679523 -0.10822213215746189 0.12071099855842396 -0.22357454343565328 -0.1219038073908314 -0.0069762829637428419 0.099756790343064103 0.090836715647990632 -0.13598134689240424 0.074136309233367462 -0.11501613223457052 0.13052312079873679 -0.058452030781848033 0.013448686128587557 0.070427854012841518 -0.11083862087891663 0.045105651626977716
leaf_weight=251.0151310723013 0.91949883103370611 0.80914335016859595 3.0253922195988707 6.7424114271998397 5.7025944433407849 4.2446536670904633 1.3882090048864539 0.82873328326968376 2.5077398642897668 0.97553734331450215 1.7209328413009637 1.9476360711269083 1.8798237862356471 1.1012440476624759 2.7393458336591721 1.895464241504669 1.1481399238109591 1.4190430345188385 11.041413612139875 3.0943163671763605 4.0038005262613279 1.5683758151717486 0.69559741846751411 1.511743403971195 1.9086993336677553 1.214502912014723 1.4433543942868707 1.0684778362046925 1.3784956829622386 3.5858427127241148
leaf_count=2341 9 101 95 25 28 24 22 16 14 108 22 20 385 33 21 4 8 136 283 42 19 20 60 11 5 7 45 38 41 51
internal_value=2.244e-06 -0.00499226 -0.102393 0.00102431 0.00132146 0.00252018 -0.00946015 -0.0215597 0.0157949 -0.0156383 0.00670337 -0.0332782 0.0235367 -0.110331 -0.0495185 -0.0218419 -0.0908622 0.00137886 -0.00550114 0.0206839 -0.000904875 0.0241209 -0.0714235 0.0506835 0.0194633 0.058528 0.0801123 0.00186617 -0.162067 0.0057915
internal_weight=324.525 67.8076 3.94489 63.8627 256.718 63.0535 33.1426 26.4002 29.9109 25.5715 25.6662 6.64964 3.82746 2.82218 8.54965 5.81031 3.91484 17.0218 16.0463 19.0166 11.0585 8.55075 2.26397 7.95811 4.8638 6.28678 3.35205 2.28298 2.52664 14.6273
internal_count=4034 1665 104 1561 2369 1460 715 690 745 674 721 460 405 55 96 75 71 578 470 261 158 144 80 103 61 64 50 45 49 334
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 1 2 2 1 2 2 1 2 2 0 2 2 0 2 1 0 1 2 1 2 2 1 0 2
split_gain=0.209614 0.931459 1.36225 1.15555 0.551816 0.508977 0.428382 0.228123 2.13264 3.16406 1.27697 1.73104 1.63612 1.04646 2.31011 1.8228 2.6602 1.44722 1.11106 2.41092 1.96356 0.974804 2.74995 2.01931 1.20431 1.32102 0.96438 1.31406 0.937991 0.912726
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.58650938595000024 0.48459626955000007 0.48627286610000009 39.458743938000005 39.792680591700012 0.34524415440000006 40.00488309970001 40.137820134150012 0.37977904855000005 40.563919884450009 40.844669808050007 0.5398790455000001 40.316494640950005 40.890797847750008 0.48597347385000006 40.720231579350006 0.3453339720000001 0.46898296455000005 0.34674111555000003 38.121007182500009 0.34398670700000006 35.782584506850007 39.664548207900005 0.39045238170000002 0.49094338495000006 40.633548727200008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 21 9 -9 12 -12 -10 15 18 16 -13 -16 19 20 29 23 -23 24 25 -1 27 -11 -24 -15
right_child=1 2 3 4 5 6 -8 8 10 26 11 13 -14 14 17 -17 -18 -19 -20 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.059748055349914175 -0.10472330556936965 0.11649855948360802 -0.11713458117658211 0.10494565920808821 -0.11138902019005995 0.11191011349067384 -0.100164548591249 0.025147171628155066 -0.0038287811928586243 -0.17473724301325885 -0.056815847532806586 -0.017033794162089704 0.078874453226456073 -0.025258801287405642 0.075756735459171429 -0.040086456269906999 0.061997591859224113 0.00022921719665029239 -0.018903317794170087 -0.032253204644873745 -0.32631630344777296 0.060466150288225787 -0.048507126331331654 -0.16226047699460311 -0.12659865065689865 -0.044768299795765298 -0.045728712718012723 -0.058578695640055516 0.0039233835212124256 -0.2269943087752227
leaf_weight=2.5235984377795821 1.0313678214006348 0.81024909741245243 0.9738260127778634 0.53280798159539677 0.37612701783655211 0.30882959126029164 0.13772344967583194 4.7587291672825804 4.8738624528050405 1.8376879682764395 5.3359479753999031 6.5636750496923986 4.6975557133555412 0.64092307537793913 2.5755022913217536 4.005635878071188 12.130119533045216 169.77323463649373 7.3111548218876123 3.3393237311393023 0.5914604184217751 8.8302892036735994 3.6044105719774953 1.0091765103861687 0.74885384342633177 2.3220688193105161 4.6303366664797068 2.0719332322478294 63.976616910891607 0.34499257965944707
leaf_count=82 433 11 80 6 70 4 329 18 32 15 41 39 24 14 17 35 62 1838 42 17 6 42 21 19 68 54 37 29 497 52
internal_value=-3.60615e-07 -0.0222728 0.0048127 -0.0340371 0.0256628 -0.0256847 0.0465032 0.000291312 -0.00129771 -0.040196 0.00103053 -0.000578002 0.0367611 0.00086974 -0.00162201 0.021131 0.0342485 0.00135787 -0.0436227 -0.0803806 -0.182267 0.00479878 0.0079844 -0.0320621 -0.00857604 0.00966328 -0.0766073 -0.113178 0.00112702 -0.0958503
internal_weight=322.668 4.17093 3.13956 2.32931 1.35549 0.82268 0.446553 318.497 235.482 13.2987 222.183 212.612 9.57142 207.276 184.577 22.6994 18.6938 172.349 12.2279 4.9167 1.57738 83.015 76.4113 6.6037 5.59452 4.84567 8.53996 3.90962 67.581 0.985916
internal_count=4034 933 500 489 409 403 333 3101 2318 99 2219 2163 56 2122 1986 136 101 1855 131 89 72 783 560 223 204 136 81 44 518 66
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 1 2 1 1 2 2 2 2 2 2 2 0 1 2 2 2 0 0 2 0 0 0 0 2
split_gain=0.202547 1.78186 5.03332 2.68768 1.46946 1.3502 0.847227 3.43319 2.38091 1.36201 1.91359 2.92878 3.13518 1.82128 1.11666 2.67093 1.97184 1.56225 1.12186 1.34482 3.80368 1.69412 1.19076 2.04135 1.62334 1.21284 2.68917 1.07313 0.787492 0.925634
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39019789825000006 0.38906020780000011 0.39542229275000007 41.741384785950011 0.39193437325000008 0.39971857130000005 36.79544512155001 43.631818398850008 43.680097826700013 49.835088602800006 41.827117825850003 42.094663496250007 41.605323437500005 0.53544804050000006 0.4019490434500001 41.218101594450012 41.571132012400007 40.844669808050007 0.54228915300000013 0.54300769440000007 39.458743938000005 0.55677973715000018 0.55074698365000019 0.57619532350000013 0.53242417890000004 43.89540535710001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 -3 -9 10 -8 -12 -13 -14 16 -16 17 -11 -19 21 -21 22 24 -24 -20 26 -25 -27 -17 -30
right_child=1 6 3 -5 -6 -7 9 8 -10 14 11 12 13 -15 15 28 -18 18 19 20 -22 -23 23 25 -26 27 -28 -29 29 -31
leaf_value=0.0012877949333124795 -0.17182461403611271 0.071647567134114173 0.065742362503590279 -0.10479616000707624 0.045255456395738664 -0.057234418842689254 0.044770482903666718 0.034331193364752856 -0.12667294238819116 -0.11422808251454995 -0.12668699555684085 0.18489388842372306 -0.12865407355953484 0.10423704351055883 0.075452931299244019 0.10634458290798532 -0.13046092890296299 0.059183134333316838 0.058889820167866785 -0.16182486015693376 0.055732660311462769 0.041066893505327412 -0.16901328953317285 -0.016575821595215517 -0.020219529955417381 0.0071332539505183134 -0.14688155835154296 -0.10435891041240948 -6.0408423353875829e-05 -0.10483839679714141
leaf_weight=208.40053299487045 2.3377207414014256 6.3749020323157293 2.8764409633586183 1.3615692406310698 7.4875052967108777 4.0183750949800006 1.8961724042892445 1.7608846984803679 1.9199054222553966 1.2616808768361796 3.6534616611897945 0.75095063447952304 1.1697497898712752 0.47099848231300701 6.1516326714772758 0.65117295412346976 1.2688210543128651 2.8674012571573249 5.1487932456657273 1.8461970612988798 1.4230777050252073 7.9884142345108549 0.89904251694679516 7.4979618247598427 5.2273932993412018 15.349313997430727 2.0078802616335452 0.91475689939397931 15.380016515002353 0.89204141765367317
leaf_count=1859 44 23 96 82 29 28 12 10 45 30 73 1 89 6 56 31 48 8 22 41 10 68 7 55 22 159 57 434 200 389
internal_value=1.08302e-05 -0.00368786 -0.0540261 0.0109525 0.00171545 0.000180717 -0.000195181 0.0272482 -0.0496488 -0.00345264 -0.0428776 -0.0703699 0.0156577 -0.0617996 0.000625299 0.0190232 -0.00728017 -0.00429927 -0.00158881 -0.00519641 -0.0671246 -0.000700647 -0.0097074 -0.0208905 0.0190355 -0.0157229 -0.0440998 0.000862485 -0.00148911 -0.00580438
internal_weight=321.255 101.348 6.57573 4.23801 219.906 212.419 94.7726 10.0557 3.68079 84.7169 7.94133 6.04516 2.3917 1.64075 76.7756 23.0749 53.7007 52.4319 51.1702 48.3028 3.26927 45.0336 37.0451 26.669 10.3762 25.7699 9.50584 16.2641 16.9232 16.2721
internal_count=4034 2118 222 178 1916 1887 1896 78 55 1818 181 169 96 95 1637 676 961 913 883 875 51 824 756 712 44 705 112 593 620 589
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 2 1 1 2 2 1 1 2 0 2 0 1 2 1 0 0 0 2 1 1 1 1 2 2
split_gain=0.196478 0.741961 0.87952 0.296834 1.00937 1.25228 1.44873 0.21609 1.84525 1.54621 0.576285 0.48637 1.35983 0.655702 1.20782 1.18198 0.602621 1.39553 2.43133 0.627239 0.668324 4.26538 1.48677 3.4329 1.79443 1.25235 5.34917 1.32375 3.8207 4.49536
threshold=0.31100865245000009 0.31761025120000003 0.39718870690000002 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.32388251845000005 0.33750486510000005 41.770271989050009 35.419594101850009 0.34467530910000005 0.3447052483500001 39.458743938000005 0.46898296455000005 41.571132012400007 0.47604862130000009 0.34479506600000004 44.756878345700009 0.34485494450000004 0.4778150355000001 0.47808448850000007 0.47769527860000011 42.719328117250008 0.34536391125000004 0.34503457980000002 0.34512439750000007 0.34545372890000009 42.198888176300009 42.899217095850013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 9 10 -3 -9 13 -13 14 -10 -15 17 -14 -19 -18 22 -22 23 24 -21 -23 -27 28 -28 -30
right_child=1 7 -4 -5 -6 -7 -8 8 11 -11 -12 12 16 15 -16 -17 19 18 -20 20 21 25 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.10344191878497676 -0.015278836506582558 0.068257541099940033 -0.1204465127873617 0.040970602855765044 -0.098017637134685254 -0.11104531181583195 0.097066783923908773 0.00066833707398241142 -0.0086639079420419967 -0.03567548304146638 -0.12608593812619306 -0.084785239173927412 0.075111768674957211 -0.033633374655093723 0.070677629076822443 0.035350793387373146 -0.030523116414415546 -0.1095615924621226 0.056477526129842387 -0.006426131288757549 -0.17650646566028572 0.047953775687128032 0.066748535698787151 -0.090776615838601762 0.067954711959236289 -0.15717160442732983 0.055467660965516655 -0.0012234781647038886 -0.1080104369496459 0.034370092955914859
leaf_weight=0.44622099050320696 3.0959636745974413 3.0452824404928824 1.0700563124846665 2.9064045422710478 0.84116102883126576 0.53658720105886448 1.872465718537569 0.46950013289460812 3.2662844001024522 2.7009516740217805 1.5196542222984133 1.9034043556312088 0.95403242483734985 5.1898902393877488 4.6504446044564247 4.7634489573538303 6.3042848221957675 2.8948015547503019 1.2682997854426501 7.3980309739708954 1.3626503869891156 5.530813160352408 4.8973229154944411 3.1000142442062488 5.7755220755934715 2.1508349925279608 14.539877429604532 215.28770859669021 3.9143570475280267 5.115378987044096
leaf_count=123 28 26 65 16 35 10 12 35 33 20 63 15 9 28 23 27 33 213 55 35 17 21 15 68 21 14 63 2853 29 29
internal_value=-1.13006e-05 -0.000372368 -0.0422915 0.0170592 -0.00174163 0.0266212 0.0584798 0.000194627 -0.000170584 0.019405 -0.0961681 0.000465362 -0.000547061 0.0164645 0.0379429 -0.000619071 2.45708e-05 -0.0339779 -0.0589773 0.000656415 0.00138694 -6.94856e-05 0.0184411 0.00390353 0.0261838 0.000905703 -0.000173987 0.00123973 0.0237389 -0.0273513
internal_weight=318.772 312.169 4.16602 6.60284 3.69643 2.85527 2.31869 308.003 302.257 5.74623 1.98915 300.267 282.397 17.8701 7.91673 9.95334 280.494 5.11713 4.1631 275.377 269.073 247.902 21.1709 16.2736 13.1736 246.539 241.008 238.857 23.5696 9.02974
internal_count=4034 3838 93 196 180 145 135 3745 3699 46 98 3601 3490 111 56 55 3475 277 268 3198 3165 3026 139 124 56 3009 2988 2974 121 58
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 0 1 2 1 1 1 2 2 0 0 1 2 1 1 1 1 0 0 0 2 2 1 2 1 0
split_gain=0.208718 2.18457 1.58769 0.693708 3.00038 1.15086 0.992905 3.53595 2.75451 2.31582 2.0287 3.56651 3.03607 2.14269 2.41848 3.46877 3.53298 3.03498 1.30202 0.682632 1.4746 1.83638 1.81231 1.11358 0.994064 0.924208 0.763686 2.97267 2.79434 1.13853
threshold=0.47721625100000004 0.47709649410000005 0.47754558250000007 0.34512439750000007 0.47943175355000006 0.4778150355000001 0.34536391125000004 42.198888176300009 0.34542378970000004 0.34545372890000009 0.34569324270000007 40.890797847750008 42.47354681640001 0.47943175355000006 0.48098859315000003 0.34587287805000005 41.741384785950011 0.34641178410000012 0.34656148020000005 0.34739977845000009 0.35862698720000002 0.49787431515000008 0.49649711085000009 0.49830843385000007 41.319407281650008 39.337369931850013 0.36945001650000003 36.957836847500012 0.37078231190000005 0.51401155655000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 7 -7 -8 -10 11 -11 -13 -12 -15 16 -16 -17 -19 -20 22 25 24 -23 -21 -22 27 -25 -28 -30
right_child=2 -3 3 5 -6 6 8 -9 9 10 13 12 -14 14 15 17 -18 18 19 20 21 23 -24 26 -26 -27 28 -29 29 -31
leaf_value=-0.00061421226201806495 0.05203887216093827 -0.092257971964292057 -0.071241749163474699 0.052498183039657476 0.006915493607424235 0.052654191804697964 -0.10588892334977525 -0.041864771917107996 0.092020695941106345 0.021553313450609232 0.063274294731581512 -0.14147711035291141 -0.015269134197262769 -0.072290233534518758 -0.032133282498159201 -0.072222479245701646 0.09523890587910927 0.068262452595080583 -0.048088770344662378 0.039203151063646913 -0.027863527694690211 0.093271268948422803 0.077379348264600287 0.0093197653087946884 -0.032813080543894826 -0.12503974265749798 0.079457070653055975 -0.096993463317103179 -0.036642902014058627 0.00037253475116547601
leaf_weight=41.205703878440545 5.9671784918755284 2.7763739340007296 7.022545984946194 4.3397606313228598 16.341501574963331 12.569009535014631 2.4906697869300833 5.7771172486245623 2.693651031702756 5.5957835614681226 5.4129131622612467 4.1441899314522743 3.5293350666761398 4.5834933072328559 3.1004236340522748 5.9538003057241431 7.3168907463550568 2.780273236334323 2.9894893318414679 3.6544740349054319 2.2856202274560924 1.2476947819814075 5.3149934485554695 7.9278776813298446 4.030733659863472 1.7116096978716084 4.3405452612787476 3.9358185082674026 8.8915877459221502 126.94329412907246
leaf_count=865 30 17 42 21 73 51 21 35 21 21 43 32 23 24 16 33 59 15 19 27 11 8 48 38 20 40 30 28 115 2208
internal_value=-6.39405e-06 -0.00639924 0.00102394 -0.000116511 -0.0165763 0.00146242 0.000536573 0.0228906 -0.00132017 -0.00012757 -0.00127836 -0.0391573 -0.0834294 0.00120471 -0.000500684 0.00120932 0.0573301 -0.00200279 0.000371904 -0.000717438 0.000114208 -0.00256116 0.0324823 -0.000816276 0.00143212 -0.0694743 -0.0015884 -0.02595 0.000473437 -0.00205045
internal_weight=316.874 43.9821 272.892 266.925 23.364 243.561 239.221 18.3461 220.875 218.384 215.691 13.2693 7.67352 202.422 197.009 192.425 10.4173 182.008 176.054 173.274 170.284 157.284 13.0002 153.287 7.68521 3.99723 152.039 11.8637 140.175 135.835
internal_count=4034 882 3152 3122 115 3007 2986 86 2900 2879 2858 76 55 2782 2739 2715 75 2640 2607 2592 2573 2478 95 2427 47 51 2419 66 2353 2323
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 2 2 0 2 1 1 0 2 2 2 2 0 1 2 0 2 1 2 2 2 1 1 2 2 2
split_gain=0.192434 0.443522 0.974171 0.564785 0.266037 1.03861 0.883774 1.02938 0.53473 0.262501 0.822788 0.520987 1.66556 1.77333 0.749023 0.924357 0.736979 1.55413 1.29315 1.61209 1.26106 1.01997 0.576958 1.60826 0.438291 2.33871 3.38908 2.10825 2.08232 1.00167
threshold=49.283271594150008 0.55677973715000018 0.48119816770000007 0.55832160710000012 47.709122305950011 45.048573272350005 48.457543166250012 0.39672464895000009 45.295823381400005 0.31060447290000009 0.3055746834000001 0.43780126340000008 41.674196414850009 39.458743938000005 35.782584506850007 35.509685375550013 0.46739618575000003 0.34311846950000008 43.572676689450006 0.44284602260000011 37.52517992975001 0.34398670700000006 40.00488309970001 41.535369675400013 43.525909308350002 0.34524415440000006 0.34527409360000011 43.631818398850008 43.680097826700013 43.426640904350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 9 -6 -8 -7 10 -1 12 13 14 15 -11 18 -18 19 -13 -21 -19 -15 -24 29 -26 -27 -28 -29 -23
right_child=1 3 -4 -5 6 8 7 -9 -10 11 -12 16 -14 22 -16 -17 17 21 -20 20 -22 24 23 -25 25 26 27 28 -30 -31
leaf_value=-0.10191079946657522 0.0020739550882625615 0.11904369020258546 -0.12507496872170901 -0.10165501839305008 0.059601107068495307 0.0051552561434862936 -0.039203738478611763 0.027550478531014319 -0.10440245332393122 -0.119082684471133 0.080202737851593264 0.093910411805493588 -0.12798133141642956 0.11369936138212325 -0.15733672659503664 0.1137398157618162 -0.066086088352596481 0.053245742376005656 0.11782177996148196 0.014360601317332543 -0.11913227378916834 0.00016630418758555455 -0.1241411908526561 0.12890447465131721 -0.17354928945138678 0.12960357319502336 -0.18292805829109718 0.13560468885588342 -0.029582858454821115 0.063959009707193676
leaf_weight=0.31402099929982696 1.7725451588630674 0.40636700391769398 0.91291727338102635 0.16225023503648117 3.2327182492153943 0.64430481183808241 4.0343144759535772 5.4048103569657542 1.4438269092352127 0.36355537750932787 1.1815478545613585 1.5170684121549118 1.3273945515975354 1.0637277131900194 0.69320154725573957 0.32117074728012085 3.539292427012696 3.6318746432662001 1.4376016212627289 2.0517044665175495 1.0802380201639605 262.65987820408191 0.48067481489852049 0.5260283350944519 0.9018333051353683 1.5818039178848255 0.80712355379364353 0.84105205061496136 8.2358638084842806 2.4846962991286992
leaf_count=122 11 1 83 160 39 21 28 44 203 75 27 15 43 4 77 1 36 15 8 34 48 2506 65 1 14 3 19 10 305 16
internal_value=3.00663e-05 -0.024162 -0.0411501 0.0560691 0.000282544 -0.000318661 0.0144745 -0.000980504 -0.0705978 0.000175385 0.0419648 -3.60845e-05 -0.0327969 0.0038429 -0.0840605 -0.0098773 0.000501996 -0.000234142 0.0349327 0.00930112 -0.0316824 0.000594861 0.062345 0.00808169 -9.4195e-05 -0.018495 -0.0062994 -0.0280488 -0.0142769 0.000764112
internal_weight=315.055 3.25408 2.68546 0.568617 311.801 299.129 12.6718 9.43912 2.08813 297.041 1.49557 295.546 4.77575 3.44836 1.37793 0.684726 290.77 284.683 6.08661 4.64901 3.13194 281.144 2.07043 1.0067 277.512 12.3677 11.4658 9.88404 9.07692 265.145
internal_count=4034 255 94 161 3779 3668 111 72 224 3444 149 3295 266 223 153 76 3029 2924 105 97 82 2888 70 66 2873 351 337 334 315 2522
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 2 1 0 2 1 1 0 2 2 2 0 2 1 1 2 2 1 0 1 1 2 1 0 2
split_gain=0.179181 2.58299 1.21749 1.02562 1.206 2.36145 1.17127 0.940419 3.33726 1.82214 2.75103 1.06192 2.64813 2.23251 3.42274 1.62279 0.97266 0.87317 2.32459 3.2407 0.868308 0.835103 0.692781 0.735345 3.21805 3.47448 2.89119 1.25771 2.56553 2.71341
threshold=0.47883296910000012 0.4784437592000001 0.47961138885000004 0.48068920095000006 0.34467530910000005 0.3447052483500001 41.147265497500008 0.3459626957000001 0.48447651265000008 42.47354681640001 0.34575312120000007 0.36006406990000012 0.49787431515000008 41.319407281650008 43.157831852650006 39.792680591700012 0.49830843385000007 41.218101594450012 0.34569324270000007 0.34521421515000011 41.770271989050009 42.536568606950006 0.36359689830000008 0.50278434775000014 0.37286308795000006 0.37668033890000002 35.509685375550013 0.38370108680000009 0.52005927965000021 34.41230404325001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 6 -5 -6 -4 9 -9 17 -11 13 -13 15 21 -10 -14 -7 19 -19 -2 -15 -18 26 -25 -26 -24 -27 29 -29
right_child=2 -3 3 4 5 7 -8 8 11 10 -12 12 16 14 -16 -17 22 18 -20 -21 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=0.00035782746278628349 0.053767792157414888 -0.082803457362917457 0.00054793378762982639 0.066599657519660599 -0.13898499364078828 0.020453261239180891 -0.062485427841130849 -0.084011355811519098 0.0029468538480934814 0.012699883312804508 0.10744641129529849 -0.1026598499820993 0.090317822948087781 -0.015646349123567518 0.077887961196809075 0.090719350968576667 -0.069028296733291958 0.02367442190784496 0.032493427364864255 -0.10076412714037448 -0.0018962241092399636 -0.082056487954852139 0.048004849327172534 0.060686920785991631 -0.091380415009995691 0.03606484987626004 -0.075383231006965007 0.026337811755983865 -0.00011901252787191689 -0.15648152203254528
leaf_weight=63.290131816436769 7.3398035876452905 3.9691456528380504 6.2910025157034379 2.7858069166541091 1.208994835615157 11.079198885709049 5.5474315881729126 4.8174633333692318 3.3183444738388079 9.115633159875868 4.6166242361068717 2.5925823560683048 1.1641836126800615 4.3274469375610334 3.2349634692072868 5.7675336450338364 1.5014063268899907 3.5522584617137891 5.7297895997762671 5.0938368961215019 4.5331322550773621 3.366639755666256 3.0060718730092031 8.470500012394039 4.2931932373903683 9.0260249823331815 5.1566057851887308 1.303239714354276 116.03535413221107 2.1530913294409402
leaf_count=999 38 31 28 12 10 56 35 29 27 49 53 41 8 27 20 44 10 14 22 34 20 20 18 49 53 53 45 6 2135 48
internal_value=2.50017e-05 -0.00454974 0.00127362 -0.000307793 0.00121676 0.000388569 -0.0289892 0.00115896 -0.0019045 0.0151941 0.0445526 0.000359421 -0.00244476 0.0220339 -0.00841781 0.0586631 -0.000736677 -0.000643962 -0.0169032 -0.0496384 0.0325151 -0.0447049 -0.00143895 -0.000759901 0.000926186 -0.00288527 -0.0299431 7.09478e-05 -0.00264792 -0.0875479
internal_weight=313.687 67.2593 246.428 234.555 222.717 219.931 11.8384 218.722 179.535 39.1873 13.7323 174.717 154.702 20.0149 10.9291 9.08588 152.11 25.4551 14.3759 8.6461 11.8729 7.69409 150.945 149.444 141.281 132.811 8.16268 128.518 119.492 3.45633
internal_count=4034 1030 3004 2946 2883 2871 63 2861 2633 228 102 2604 2466 138 67 71 2425 126 70 48 58 47 2417 2407 2344 2295 63 2242 2189 54
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 1 2 1 0 2 2 2 2 1 0 1 1 2 0 0 0 0 1 2 1 2 2 2 2
split_gain=0.195919 0.554192 0.22382 0.561597 0.800301 1.94134 0.229088 0.216636 1.06453 1.21426 0.286348 0.660293 0.601345 0.332397 2.27999 0.542483 2.15959 0.494248 0.384373 1.18406 3.46173 2.01526 3.22386 1.22913 0.708019 1.92605 0.497095 1.36786 0.595687 0.6158
threshold=0.37331217625000007 0.39498817400000003 0.31100865245000009 0.31761025120000003 48.457543166250012 0.40750276940000008 0.31060447290000009 32.724174661450007 0.38052752915000004 0.53043322055000008 33.41579758040001 33.96174662340001 34.654301448200009 36.364346611650006 0.39670967935000007 0.52005927965000021 0.36533337325000009 0.36359689830000008 37.828051409500013 0.50410167360000013 0.52863686715000002 0.5296248615500001 0.54136103710000005 0.36491422415000008 38.064633603500006 0.37347684200000003 38.400997490450003 38.748048509250005 39.011793722550003 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 -3 8 -5 -10 -9 -12 -13 14 15 16 17 -14 19 23 -21 -22 -23 -15 25 -20 -26 -28 -29 -30
right_child=1 2 3 7 -6 -7 -8 10 9 -11 11 12 13 18 -16 -17 -18 -19 24 20 21 22 -24 -25 26 -27 27 28 29 -31
leaf_value=0.051142965255355721 -0.1030839134367777 -0.0022712496062295196 0.11996335496063211 -0.13752300714006635 -0.071127726951112913 -0.1173400844828258 0.03975346538172167 0.031963292236598571 0.067024384791223565 -0.13085423369531876 -0.068395838579605905 0.040414881466050871 -0.0028077015562047464 -0.0049890752948658929 -0.12167283158119596 0.029082127600866921 -0.090694011498180196 0.073035032895633178 0.042443831594717971 -0.076719129748991394 0.11894317308034164 -0.16141291379798178 0.036228526995577812 0.072075774864910749 0.025266152476410366 -0.13130432909483886 -0.051671579391765768 0.025918921220956005 -0.014032043786287028 0.0014342248251214646
leaf_weight=0.74869333952665229 0.52139710239134629 2.3822653883835292 0.83896964788436823 0.65887136705714455 2.5504085570573807 0.5852114912122488 2.8478023400530219 2.8600112021085797 1.1533811390399931 0.42414749880845182 1.3979137663845893 3.7256257654662468 1.8297365914331734 3.396279312437402 1.7535620954295144 4.2435634713619947 2.4015090763568878 1.6199972853064535 1.1667786110192531 4.4646452125161877 2.0394940078258497 0.98618550226092327 5.0594520622689743 5.298130483366549 7.6382823060848741 1.4078346464084459 5.1423683561733915 8.8464887569716648 29.460870555674774 204.02631493657827
leaf_count=15 158 48 2 48 18 60 15 28 5 109 31 63 41 38 91 22 18 9 8 34 5 16 114 18 72 37 62 60 252 2537
internal_value=4.96478e-05 -7.34608e-05 9.96801e-05 -0.000252079 -0.0375958 0.0224528 0.0206115 0.000241029 -0.0307668 0.0138211 0.000473137 0.000168775 0.000494225 -1.72563e-05 -0.0164219 0.00186121 -0.0178805 0.0328081 0.00067957 0.0136082 -0.00604205 0.0329861 0.00398857 0.0419721 -0.000386286 -0.0525641 0.000140292 -0.000635211 0.000447791 -0.000517273
internal_weight=311.476 310.727 310.206 304.976 3.97459 1.42418 5.23007 301.001 2.2364 1.57753 298.765 295.905 294.507 290.781 11.8484 10.0948 5.85124 3.44973 278.933 21.2442 12.5498 8.08513 6.04564 8.69441 257.689 2.57461 255.114 247.476 242.334 233.487
internal_count=4034 4019 3861 3798 80 62 63 3718 162 114 3556 3528 3497 3434 181 90 68 50 3253 225 169 135 130 56 3028 45 2983 2911 2849 2789
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 0 0 1 0 2 1 1 2 0 0 0 2 2 2 0 1 2 2 1 2 2 0 2 0
split_gain=0.183071 0.392869 0.866502 0.503681 0.24487 0.684603 0.587893 1.78197 0.703019 0.640245 0.450052 0.976999 1.55526 1.10306 0.509424 0.388589 0.311949 1.65487 1.36559 0.799077 0.585658 1.17188 1.83575 0.976598 0.797203 0.470475 1.35071 0.462466 3.508 0.535609
threshold=49.283271594150008 0.55677973715000018 0.48119816770000007 0.55832160710000012 48.778770352700008 0.39672464895000009 0.39606598605000004 0.37331217625000007 0.31135295350000008 0.39498817400000003 44.421469061800003 0.35471991855000007 0.35862698720000002 47.709122305950011 0.54228915300000013 0.39718870690000002 0.43780126340000008 41.674196414850009 39.458743938000005 35.782584506850007 0.45994131915000008 0.34311846950000008 38.064633603500006 37.198331469900005 0.34398670700000006 40.00488309970001 41.535369675400013 0.47604862130000009 40.159267750750011 0.47676716265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 -1 15 -9 16 -12 -13 -14 -15 -8 17 18 19 -10 23 22 -22 -18 -23 -20 -27 28 -26 -29
right_child=1 3 -4 -5 5 -7 8 9 10 -11 11 12 13 14 -16 -17 20 -19 25 -21 21 24 -24 -25 27 26 -28 29 -30 -31
leaf_value=0.046251168104245038 1.0959469983170885e-05 0.11688417551925304 -0.12351304604778342 -0.10150126864495371 -0.014845599433687549 0.04162730291065446 0.11770654603865456 -0.10279202177281235 0.013912544291984161 -0.29626819023785128 -0.11195474558526089 0.11856729031020592 -0.10339427858061019 -0.036755213942593991 0.048494584999238262 0.016306623648192301 -0.029111788597601735 -0.12549647568107203 0.1118882761927581 -0.16064132184299401 0.041885124631536742 0.04825821316771408 -0.095157666447010639 0.072898137665562371 0.061464938600900187 -0.119226137199674 0.12536320922276509 0.040526554381594637 -0.12106046767355508 0.00041140712579894323
leaf_weight=0.74528457410633453 1.7534185051918028 0.37372189760208119 0.83992701335228037 0.14721164380898699 3.8290432021021825 4.8855951857985929 0.77293455600738414 0.47305111581226811 0.49871269643335769 0.26789996027946472 1.1089385566301633 0.81122508645057667 1.4484835176263002 1.464790993370116 1.3442200191202571 0.73953827726654708 1.4274719579843793 1.2068806695751844 0.9892076915130017 0.55313815537374467 1.4472755193710316 3.5254015922546378 3.0111283198930323 2.7397332267137244 2.0460961680801111 0.42016512365080416 0.48802730441093445 3.3706181161105624 2.1693625869229436 265.52312863587576
leaf_count=15 11 1 83 160 26 33 2 158 38 2 48 3 265 14 34 48 32 40 4 61 12 15 41 42 22 65 1 38 63 2657
internal_value=4.64706e-05 -0.0240771 -0.0399957 0.0551702 0.000290941 0.0168142 -0.000191302 -0.062928 0.00012253 -0.172746 -0.000225426 -0.0269329 -0.00833178 -0.0325112 0.0040401 0.0681261 0.000344652 -0.0268545 0.0135113 -0.0778803 0.000740934 0.000189239 -0.0506712 0.0379547 0.00100894 0.0641756 0.0122067 0.000399023 -0.0324664 0.000914256
internal_weight=310.422 3.11428 2.59335 0.520934 307.307 8.71464 298.593 1.48624 297.106 0.740951 295.594 6.17766 5.06872 4.25749 2.80901 1.51247 289.416 4.15613 2.94925 1.05185 285.26 281.093 4.4584 4.16721 276.635 1.8974 0.908192 273.109 4.21546 268.894
internal_count=4034 255 94 161 3779 59 3720 175 3545 160 3495 364 316 313 48 50 3131 209 169 99 2922 2848 53 74 2795 70 66 2780 85 2695
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 0 2 0 0 2 1 1 1 2 1 1 2 1 0 1 0 2 2 2 2 1 0 0 1 0
split_gain=0.183629 1.72904 1.32032 0.617338 1.06035 1.60962 1.33806 0.999978 0.842098 1.55785 1.03554 1.1047 1.35721 1.16965 1.06374 2.00079 2.71126 1.46177 1.14769 1.30217 2.24374 2.2236 1.96525 1.81092 0.753947 0.563254 0.797563 0.717343 2.67339 2.90376
threshold=0.47721625100000004 0.47709649410000005 0.47754558250000007 0.47769527860000011 0.4778150355000001 0.47883296910000012 40.636252116050009 0.47961138885000004 0.48068920095000006 41.827117825850003 0.34467530910000005 0.34494476210000008 0.34545372890000009 42.388109226950007 0.34569324270000007 0.34587287805000005 41.741384785950011 0.34641178410000012 0.48306936920000004 0.36006406990000012 0.49787431515000008 41.319407281650008 43.120094701700005 39.792680591700012 41.770271989050009 0.36359689830000008 0.49830843385000007 0.50278434775000014 0.37286308795000006 0.51191581090000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 24 9 -9 -10 -12 13 -13 -14 16 -16 -17 -19 21 -21 23 -23 -20 -7 -22 -27 -28 -29 -30
right_child=2 -3 3 4 5 7 -8 8 10 -11 11 12 14 -15 15 17 -18 18 19 20 25 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.00067355996165782076 0.048134926042236466 -0.081783382503823068 -0.054872268673769001 0.046600548602032645 -0.0041453191575577036 0.050406782386804586 -0.073028417907999965 -0.00060975021510511216 0.063332492292531184 -0.077626924920774054 -0.046998240830483894 0.054322215201347723 -0.036378452242134311 -0.0023344225038382516 -0.03160655838950336 -0.047424689236302053 0.081871030770810788 -0.10132390862524283 0.0050060749175527518 -0.09488225297838071 -0.06132274911150401 -0.038575782930434316 0.052938216113170025 0.099358533169866009 -0.0018911342693438459 0.086344725117369306 -0.029715769141703381 0.056739348046246224 -0.085073822095945995 0.00028128689846807674
leaf_weight=39.263035902833508 5.8145312033593646 2.8167457394301882 2.0376193802803746 4.8714610934257498 5.8405886963009817 7.0336970351636392 5.4527371423318982 7.9049049876630288 2.6486075334250918 3.9330538883805275 4.8034969419240943 8.6794112250208837 8.0191042274236661 6.280487820506095 3.1100532226264459 6.694199636578559 6.5183266773819923 1.1063490170636203 3.3013817369937914 2.5681529695575582 1.5130218341946591 6.5645757801830751 3.6521498784422874 5.2996327504515648 4.5332070887088776 1.0621575475670386 8.0140569881186803 8.1189692248590273 4.1142568705545264 127.53063703574298
leaf_count=865 30 17 16 17 27 38 58 34 12 29 26 44 47 35 16 34 60 9 27 42 10 41 23 42 20 8 63 49 77 2218
internal_value=3.69328e-05 -0.00610291 0.00100451 -4.46279e-05 0.000386434 -0.000498869 -0.037404 0.00121626 -0.000217849 -0.026198 0.00118267 0.00042392 0.00149767 0.0305365 -0.000705411 0.000806821 0.0452167 -0.0015748 0.000200937 0.000854963 -0.00219959 0.0256777 -0.00586248 0.0631426 0.0299106 -0.0006165 6.04643e-07 -0.000619996 0.00104836 -0.00238629
internal_weight=309.101 42.0798 267.021 261.206 259.169 254.297 11.2933 243.004 231.437 11.838 219.599 216.95 212.147 14.9599 197.187 189.168 9.62838 179.54 172.845 171.739 152.921 18.8177 10.2167 8.60101 11.5669 150.353 148.84 147.778 139.764 131.645
internal_count=4034 882 3152 3122 3106 3089 85 3004 2946 63 2883 2871 2845 79 2766 2719 76 2643 2609 2600 2467 133 64 69 58 2425 2415 2407 2344 2295
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 2 0 2 2 2 1 2 2 2 2 2 1 2 0 2 0 0 1 1 1 1 1 0 1
split_gain=0.202395 1.89528 2.39467 1.67078 2.18313 1.87876 0.879266 2.27973 1.75111 1.4467 1.82448 1.49607 1.01316 1.71384 1.01176 1.17213 1.28778 1.03988 0.972653 2.7153 0.969939 0.89668 2.63979 1.88431 1.38929 2.9578 0.828307 4.066 1.97036 2.99325
threshold=39.458743938000005 39.792680591700012 0.34524415440000006 0.50889194935000015 0.52432561900000019 0.54136103710000005 40.003678352300007 0.48447651265000008 39.952536079750011 40.241071441700008 40.467253020850002 0.39591628995000006 40.844669808050007 40.890797847750008 41.035283712600005 41.243661560350013 41.147265497500008 0.41911918805000009 41.360869295700006 0.48271009850000007 40.633548727200008 0.54499865270000014 0.53749887730000012 0.34554354660000003 0.34515433670000012 0.3447052483500001 0.34569324270000007 0.38052752915000004 0.5398790455000001 0.43724738780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -3 -9 26 11 -11 20 -14 -15 16 17 -16 19 -17 -12 22 23 24 25 -22 -8 -28 -29 -30
right_child=1 6 3 4 5 -7 9 8 -10 10 12 -13 13 14 15 18 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0043903589783279547 0.02040735147312896 -0.059655626290503694 -0.16275727634871662 0.0083797407003551577 -0.037012498151924852 -0.18689662011733243 -0.0039338214232017181 0.0075811949880641039 0.10890553901022199 0.061959921867918849 0.0037265732094926823 -0.015347121669379828 0.078289838070324858 -0.045582702435109784 -0.05036591358915378 0.014092896529017475 0.063287038662764972 0.036302249260412194 0.0010665429303953809 -0.090609032092478281 0.030745847398717132 -0.10528621969284223 0.067149484506591445 -0.13989484405515265 0.028717003446696018 -0.27555661326981568 -0.21070108934341239 0.064352275812414983 -0.18677562456754448 0.018097237915847442
leaf_weight=79.889825756297796 4.43504325300455 2.0988851524889451 1.5904898028820733 3.3504804000258446 1.827079324051738 1.5421878223278325 4.5434780938085151 3.3279073563462589 3.4989103451371193 8.4744684195611608 6.9710872177965966 3.5527706564753307 2.839365172199904 4.74344863204169 2.5359718916006369 5.7393333496293035 6.1466388184344396 3.0487677304481622 137.19208669512591 4.3574141128337942 0.72457904461771094 1.9773828337201846 2.0549715608358383 2.1115317440708168 2.1732192933559418 0.5580718235578388 1.3905837910715488 1.850874511292204 1.2241211757063868 1.7084130149742121
leaf_count=1124 18 11 14 19 27 31 22 45 10 50 60 41 22 47 29 27 50 18 2102 54 6 33 6 20 7 54 13 12 11 51
internal_value=6.00166e-05 -0.00146005 -0.0389269 -0.0705927 -0.0487784 -0.105618 0.000762615 0.0314899 0.0595124 -0.000569286 0.00139474 0.0391239 -0.00108257 0.00126295 -7.25561e-05 0.00128498 0.0317058 -0.00305286 -0.00113801 -0.0310929 -0.0246644 -0.0452811 -0.0297147 -0.065468 -0.0199933 -0.102524 -0.0363408 -0.0601892 -0.016434 -0.0674224
internal_weight=307.479 227.59 12.7453 8.31024 6.71975 3.36927 214.844 8.9257 6.82682 205.919 195.201 12.0272 183.174 166.603 163.764 159.02 11.7314 5.58474 147.289 10.0967 16.5708 9.59976 7.62237 5.5674 3.45587 1.28265 10.7175 6.17399 4.78341 2.93253
internal_count=4034 2910 109 91 77 58 2801 66 55 2735 2626 91 2535 2349 2327 2280 97 47 2183 81 186 126 93 87 67 60 109 87 74 62
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 2 0 0 0 2 0 0 1 2 2 2 2 1 0 1 2 0 1 2 2 0 0 1 2
split_gain=0.196552 2.32289 1.04624 1.37992 1.46164 1.16952 2.29775 1.74361 1.97617 1.575 1.91488 0.73151 0.977443 0.892569 2.22239 2.58641 0.991597 2.05645 1.95248 2.24341 1.57025 1.54274 1.17228 2.08003 1.44071 1.36084 0.826268 3.86016 2.68356 1.07348
threshold=0.5231430197000001 0.52284362740000012 0.39382054430000007 0.39193437325000008 38.244973486750006 0.39587138110000003 39.256147742250008 0.52863686715000002 0.52889135055000014 0.53475943835000017 43.961868063600001 0.53866650695000018 0.53833717555000005 0.41714319930000004 39.685256516350002 42.066503896600004 41.827117825850003 42.094663496250007 0.42114008565000011 0.54300769440000007 0.42473279245000012 41.605323437500005 0.54562737640000014 0.43639411995000005 42.536568606950006 43.272784938550004 0.55677973715000018 0.54646567465000018 0.42290649980000011 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -4 -7 -9 10 -10 12 -11 14 -13 -16 21 -18 -19 -20 -21 26 -22 -24 -25 -26 27 -15 -29 -28
right_child=2 -3 5 -5 -6 7 -8 8 9 11 -12 13 -14 16 15 -17 17 18 19 20 22 -23 23 24 25 -27 29 28 -30 -31
leaf_value=0.00065152561311396142 -0.068229534690910407 0.095222706949548916 -0.025812815544820369 -0.10812926392896574 0.0082214838609239293 -0.10694806582426081 0.08450201440448328 0.15224650161104655 -0.10949037022877438 0.0001652332307098864 0.081687609064594255 0.028435655699341918 0.066001357398916286 0.0046672865006522511 -0.17166339239934231 -0.028181818028756418 0.093821571693517611 0.11461194275153984 -0.19524133516586867 -0.1352064922131018 0.12001087831044409 -0.12997937923118175 -0.16455841857547318 0.060676734992952779 -0.075671007859564932 0.038926069308938577 -0.019436683615575028 -0.0018385663962241774 -0.16929248042938161 0.027149987708242115
leaf_weight=200.38193169114675 3.691688407212494 2.6313373902812591 3.2848010435700408 1.9163306402042497 7.7519963951781392 1.5855202689417627 4.4407063428079709 0.83219231804832716 2.5921474862843747 5.6712980708107334 0.65663838712498535 3.946533667156471 3.7436919510364532 15.012888077646496 1.7240410251542924 4.6310523851134349 3.244116995309013 1.4214755751891051 0.61672203335910936 0.78114809491671522 0.91313409805297752 0.98963568030740034 0.69859353313222339 3.7282306518172845 2.3318757229717448 1.8650066038389921 7.8378054389904745 1.5488400878384698 2.5045895548537374 13.406890238358754
leaf_count=1945 23 14 20 70 59 165 29 10 81 36 18 31 15 72 20 56 44 9 8 15 3 44 11 54 64 366 409 21 54 268
internal_value=6.99585e-05 0.0018773 -0.00347958 -0.0295928 -0.0164413 0.000396377 0.0375974 -0.00309636 -0.00105594 -0.00265332 -0.0708498 0.000238392 0.0263437 -0.00341893 -0.0305043 -0.0671062 0.00148474 0.022964 0.00436037 -0.00997196 0.00110188 -0.00662853 0.0122667 0.000858031 0.0154394 -0.0247465 -0.00360027 -0.0187129 -0.105307 0.00996277
internal_weight=306.383 203.013 103.37 13.36 11.4437 90.0096 7.72551 82.2841 80.6985 79.8664 3.24879 76.6176 9.41499 67.2026 10.3016 6.35509 56.901 15.6003 12.3562 10.9347 10.318 41.3006 9.53684 8.62371 7.92511 4.19688 40.311 19.0663 4.05343 21.2447
internal_count=4034 1959 2075 152 82 1923 49 1874 1709 1699 99 1600 51 1549 107 76 1442 574 530 521 513 868 498 495 484 430 824 147 75 677
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 1 1 1 2 1 1 2 0 1 0 0 2 2 0 1 2 2 1 1 2 2 2 1 2 1
split_gain=0.230511 1.08012 0.826132 1.18922 0.614969 0.476836 0.445695 0.407688 0.330386 0.296748 0.444484 2.03563 1.42513 0.825751 0.645636 1.35526 0.624264 0.823305 0.576878 1.65706 1.61082 2.44882 1.62142 0.856145 2.29481 0.801007 0.566222 0.516551 1.99363 1.86188
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.58415915690000009 0.43929822460000006 0.4445375887000001 0.4591329601000001 0.44751654140000008 42.536568606950006 0.46280051495000007 0.45206730335000006 38.903925214650009 0.56859076075000015 0.44922307715000004 0.56859076075000015 0.56719858685000013 40.844669808050007 40.890797847750008 0.54646567465000018 0.43401395170000007 41.827117825850003 42.310579034350006 0.43287626120000006 0.40509266190000009 40.844669808050007 40.159267750750011 43.487767439550005 0.42114008565000011 40.098777110850008 0.42473279245000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 -4 -3 -6 -5 -7 -8 10 13 -12 16 14 15 18 -13 -18 19 27 22 -22 23 -20 -25 -24 -23 -1 -29 -30
right_child=1 2 3 6 5 7 8 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 20 -21 21 26 25 24 -26 -27 -28 28 29 -31
leaf_value=0.00097950899883476146 -0.10722401543826779 0.11655271295639374 -0.11501990324397411 -0.11997215057550226 -0.058165301230873503 0.12208879319661139 0.075569347367979045 0.0044723489765538102 -0.10066384449061577 0.026522097881467446 0.068160507456425753 -0.15427303543690965 0.013770927402834544 0.051293053174472671 -0.05528860603963185 0.077129905000334537 0.027884458090212033 -0.12995829141690043 0.049958172255099249 0.088461714443378622 0.078202024409185306 -0.072650215806709037 -0.050856785219923345 -0.10955300971316682 0.021091097363137797 -0.15639419055560083 0.013355878254078621 0.048793790971652436 -0.16535209233678549 -0.023553997397989957
leaf_weight=255.08803840722248 1.1345139306795307 0.73097220063209567 1.1547060805751246 0.17286958234035388 0.68645054847002018 0.44812634587287881 0.87039039385854267 0.86082800559233874 0.12118772708345205 4.3030551434494546 1.6191286020912219 1.3797726370394232 1.5222882498055694 3.1808715239167205 2.092165785143151 2.2873625342035657 0.60506922751665093 0.72810159111395478 1.4661495387554184 2.1476352594909249 3.4558112174272528 2.1429950911551718 1.3501670784316959 2.3914979170076549 3.0711295399814844 1.538771294057369 1.1908320128859484 2.2685179198160759 1.3315422404557464 3.040370568545768
leaf_count=2460 393 2 97 28 5 1 112 91 248 29 16 24 11 14 36 11 2 71 5 54 15 23 27 90 17 17 54 16 13 52
internal_value=5.54206e-05 -0.0190605 0.00076349 -0.0431097 0.0380836 0.00933822 0.0281988 0.0447389 0.0540307 0.000451587 6.98809e-05 -0.0272085 -0.0636681 0.000624302 5.85188e-05 0.000468021 -0.107121 -0.0583202 -0.000157162 0.000980566 -0.0182346 0.0192156 -0.0441341 -0.0178929 -0.0361039 -0.10707 -0.0419291 0.000262732 -0.0272718 -0.0667411
internal_weight=304.381 6.18004 5.04553 2.31915 2.72638 1.9954 1.16445 1.30895 0.991578 298.201 293.898 5.85436 4.23523 288.044 284.863 282.771 2.71294 1.33317 280.483 263.876 16.6074 6.78964 9.81772 6.92878 5.46263 2.88894 3.33383 261.728 6.64043 4.37191
internal_count=4034 977 584 485 99 97 388 92 360 3057 3028 124 108 2904 2890 2854 97 73 2843 2595 248 92 156 112 107 44 77 2541 81 65
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 0 0 1 1 2 2 1 2 1 0 0 2 1 1 1 1 0 0 0 1 1 1 0 0 0
split_gain=0.199346 0.97849 0.713053 1.06378 0.563045 0.42018 0.414728 0.396546 0.34157 0.270126 1.56338 1.97797 0.757854 1.15028 0.740184 1.99871 1.54919 1.31909 1.22443 1.55311 0.854587 1.34423 1.6619 1.59252 1.9053 2.6278 2.18849 1.35083 1.6495 1.30056
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.58415915690000009 0.43929822460000006 0.57537199485000012 0.58650938595000024 0.48459626955000007 0.48627286610000009 39.458743938000005 39.792680591700012 0.34524415440000006 39.664548207900005 0.39045238170000002 0.46898296455000005 0.47997065955000012 37.311503175250003 0.34398670700000006 0.35738450945000005 0.36042334060000009 0.44805544745000009 0.54228915300000013 0.53928026105000015 0.54499865270000014 0.43639411995000005 0.4349121284000001 0.40509266190000009 0.52925062125000011 0.52770875125000016 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 -4 -3 -6 -5 -8 -9 14 11 -11 13 -13 16 -16 17 -1 -17 -20 21 22 27 -23 25 26 -25 28 29 -21
right_child=1 2 3 6 5 -7 7 8 -10 10 -12 12 -14 -15 15 18 -18 -19 19 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.037255435186403257 -0.10658858388105955 0.11473597907823206 -0.11353495592389656 0.099589602944536129 -0.034997482075793493 0.057667403403092232 -0.11118241809157642 0.10967493540965229 -0.10015595385119656 0.018386872222489335 0.00068161495918321428 -0.15695036327660711 -0.037012482663910051 -0.045317662831553314 0.056933516750213957 -0.059006649205610454 -0.094056088700468887 -0.12755272164551781 0.087937290391735867 0.0057420200000225987 0.035723282708349638 -0.1166111509793874 0.063907970573070447 0.0536270349648027 -0.13537865793789661 0.13580802721897264 -0.1068299785715712 -0.055159836471973117 0.065891825706945739 -0.05067637440855343
leaf_weight=3.0980778975645076 1.0323594046203641 0.67134457826614413 1.0577869755215945 0.45739567722193875 1.038816559128463 0.92510172794572998 0.29236890275205951 0.25235978636192158 0.11201228792197071 4.3933158889412871 206.43692638637731 1.7563562393188461 4.4402665849775076 1.9454711950384078 7.5470156832598141 3.0774512477219096 2.2423636424355209 0.57592097554152122 2.2101532742381087 27.493617560947314 6.8722335756756356 2.017972287721931 4.3112595267593852 1.5925493314862254 1.0464302841573951 1.2836384112015364 1.8230744013562796 4.1904023364186278 3.9403639119118443 4.7991301119327536
leaf_count=112 393 2 97 6 6 91 63 2 317 18 2189 15 35 29 40 21 48 63 19 157 44 18 17 5 17 5 84 51 20 50
internal_value=4.0869e-05 -0.0182565 0.000713151 -0.0417102 0.0356775 0.00865222 0.0264819 -0.024435 0.0451704 0.000400513 -0.00140054 -0.0356902 -0.0648691 -0.0982825 0.00544882 0.00823511 -0.0285561 0.0114208 0.00255095 0.00562725 0.00256314 -0.00177764 0.0048885 -0.0401884 -0.0133476 0.0138262 -0.0320162 -0.00140606 0.00481063 -0.0026425
internal_weight=302.934 5.83955 4.80719 2.17192 2.63526 1.96392 1.11414 0.656741 0.364372 297.094 218.972 12.5354 8.14209 3.70183 78.1217 72.2053 5.91636 3.674 64.6583 61.5808 59.3707 52.4984 44.7348 7.76366 5.74569 4.69926 3.41562 40.4235 36.2331 32.2927
internal_count=4034 977 584 485 99 97 388 382 319 3057 2286 97 79 44 771 548 223 175 508 487 468 424 295 129 111 94 89 278 227 207
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 0 2 0 1 2 0 1 2 2 1 1 0 2 2 2 1 1 1 1 0 1 1 2 0
split_gain=0.188281 2.07751 0.803759 1.83021 3.28495 4.08063 2.71453 1.5471 1.46665 2.12289 2.70638 1.92668 1.50294 1.43881 2.85624 2.63548 1.19811 2.19174 1.77819 1.70513 1.34462 1.08265 0.709704 3.30129 1.20407 2.4333 2.7328 1.20092 1.56019 1.16971
threshold=0.47883296910000012 0.4784437592000001 0.34545372890000009 0.34569324270000007 40.890797847750008 42.47354681640001 0.47943175355000006 40.563919884450009 0.48098859315000003 0.34587287805000005 41.741384785950011 0.48119816770000007 0.34641178410000012 42.824128352900011 42.310579034350006 0.34515433670000012 0.36006406990000012 0.49485045360000007 41.319407281650008 39.792680591700012 43.120094701700005 0.36359689830000008 0.34536391125000004 0.34524415440000006 0.34551360740000009 0.47769527860000011 0.34584293880000011 0.34587287805000005 44.756878345700009 0.47754558250000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 -4 -6 -5 -2 -8 10 -10 -11 -13 14 15 -9 18 -18 19 -14 -20 -19 23 -1 -24 26 -26 -28 29 -29
right_child=2 -3 3 6 5 -7 8 13 9 11 -12 12 16 -15 -16 -17 17 21 20 -21 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=0.00093547427591215743 0.052952907508110415 -0.075581091424390748 0.025842035281098644 0.092845500182612478 -0.16645830424269659 -0.010419927393885999 -0.055604013387457088 -0.028871303057167126 -0.026522783285048819 -0.15187521638205309 0.08738513687197183 -0.050578234931227262 0.0034870153713157589 0.040524703047843801 -0.092553793243130969 0.054079772767931182 -0.15536605166445319 -0.072711587553904847 -0.025932454595472072 0.098166345221575024 0.049400775614208553 6.5429414100096688e-05 0.061531123794445024 -0.10435902064710341 -0.14667543306373343 0.066523061030530045 0.10424354126415603 -0.11193139915606348 0.059231504790850181 0.036336533140401812
leaf_weight=43.440306946446071 8.3322802670299989 3.8903286755084983 4.4946027100086194 3.1804787665605536 3.1946215629577637 3.5255241133272648 4.6789874061942092 8.7783417329192215 3.1931971199810487 0.84667428582906623 6.0147683694958687 5.8257021568715563 3.1443465277552631 7.5525155365467063 3.5084402188658705 6.7948991172015658 0.92517197472625312 2.0734481625258914 7.3093230314552766 4.8149383179843426 3.5057067647576332 144.37741443696723 4.5693610785529009 3.1967681125825029 1.6681909705512206 3.5627483883872628 0.92130646854639042 1.8416711896716154 1.4939286946319041 0.74827820807695378
leaf_count=703 39 31 16 22 27 23 24 44 16 5 59 30 27 34 25 35 28 16 43 42 23 2426 32 39 30 22 3 106 58 6
internal_value=3.74043e-05 -0.00471359 0.00135224 -0.00108083 -0.0403359 -0.0845974 0.00123754 0.0153458 -0.000322942 0.00109802 0.0478834 -0.00139469 -0.000653847 0.00358068 -0.0110417 0.00732182 0.00109664 -0.00193422 0.0248885 0.0607629 -0.00151308 -0.000964946 -0.000226507 -0.006282 0.0188482 -0.000205235 -0.0358298 0.00111422 -0.0221513 -0.0690944
internal_weight=301.404 65.3329 236.071 201.105 11.2147 6.72015 189.89 34.9665 186.71 182.031 9.20797 172.823 171.976 26.6342 19.0817 15.5732 166.15 147.376 18.7743 7.95928 10.815 146.451 61.4426 46.6371 14.8055 10.2361 6.67338 5.00518 4.08388 2.58995
internal_count=4034 1030 3004 2827 66 50 2761 177 2739 2715 75 2640 2635 138 104 79 2605 2470 135 69 66 2442 999 742 257 225 203 173 170 112
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 0 1 0 0 0 1 0 0 2 2 0 2 1 1 0 2 2 2 0 2 2 2 1 2
split_gain=0.175526 1.04083 1.74618 1.22569 1.33141 0.97968 2.02116 0.943706 0.862841 2.26672 1.52481 1.43981 1.03792 3.7481 0.9283 0.798926 0.684981 0.733412 3.25512 2.03454 1.06204 1.27152 0.881234 1.66852 0.870225 0.838111 1.6638 0.766232 0.657318 1.90191
threshold=0.34509445825000007 0.47604862130000009 44.756878345700009 0.47709649410000005 0.47721625100000004 0.4778150355000001 0.47808448850000007 0.34503457980000002 0.47943175355000006 0.4784437592000001 0.48244064550000004 0.34479506600000004 0.47736594710000008 0.47604862130000009 48.96897326980001 41.385032804600009 0.47396784530000008 42.488347682450005 0.34219035360000005 0.32058920395000007 0.44284602260000011 41.898943182100005 38.400997490450003 39.110279783550006 0.39672464895000009 39.458743938000005 35.782584506850007 48.457543166250012 0.34545372890000009 42.198888176300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -5 -6 -7 8 9 11 -10 12 13 14 16 -13 17 20 19 24 21 25 -22 -24 27 26 -1 -19 29 -8
right_child=1 3 -4 4 5 6 28 -9 10 -11 -12 15 -14 -15 -16 -17 -18 18 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.055890084422490383 -0.10802490956261211 0.048029294602322831 0.046270695983308942 -0.069362247900039961 0.039043295160257702 -0.14229083639041556 0.041317497371395756 -0.053450101986837001 0.048722787642728062 -0.11242702957418026 -0.018058431858479673 -0.11531824962577326 0.056979131634530528 -0.16312358988649925 -0.03708185902874532 -0.024845605167923862 0.061893387332185523 0.049605781575777053 0.16236129088568485 -0.13566650977453429 -0.0033125588378141719 -0.12210346594720048 0.0073964174235764818 -0.14934280256071933 0.083136309788433019 0.079361471807700368 -0.14225431582607803 -0.037130265043776124 -0.00059471209260185572 -0.019594567236841151
leaf_weight=1.3261083353354637 2.1340519757359284 5.6408382784575215 1.1175812408328054 2.6693654246628276 6.8071873970329753 0.98641123063862224 13.247909389436247 3.752909878268837 7.8811029270291311 2.0206188568845382 6.0389641970396042 1.5611878381314443 3.288202764466404 1.3796045351773489 4.2201316431164733 2.6041683787479997 2.639749444089829 1.7182346793124432 1.5221927165985105 0.9434709446504711 3.5074069853872061 0.52608729165513057 1.232700599357486 1.5124836033210156 1.6887796416413037 2.5929061151691712 0.62280281295534212 2.5009795576334 203.55401596756565 8.3613563999533635
leaf_count=76 186 56 55 16 38 13 65 23 29 14 34 31 12 11 33 26 27 95 3 29 25 26 7 43 38 46 55 11 2853 58
internal_value=5.70313e-05 0.00120583 -0.0549938 0.00196325 0.000860438 0.00166509 0.000539996 -0.0050428 -0.00150343 -0.00941255 0.019751 -0.00353039 0.00383721 -0.00241838 0.005931 -0.058755 0.0140585 0.0076469 0.0300847 0.000696762 -0.00895012 0.0250714 -0.0365256 -0.0789604 0.0224732 0.042119 -0.00742983 -0.00180784 0.00116572 0.0177486
internal_weight=299.6 244.519 3.25163 241.267 235.626 232.957 226.15 55.0808 51.3279 37.4078 13.9201 35.3872 31.2218 27.9336 26.554 4.16536 22.3339 19.6942 8.37366 6.85146 11.3205 5.0679 6.25259 2.74518 5.90799 4.54182 1.94891 4.21921 225.163 21.6093
internal_count=4034 3340 241 3099 3043 3027 2989 694 671 608 63 594 537 525 514 57 481 454 176 173 278 203 75 50 144 177 131 106 2976 123
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 0 2 2 0 0 1 2 1 1 1 1 1 1 2 1 0 0 0 0 0 1 1 0 0
split_gain=0.182435 1.25371 1.69306 1.67385 0.709131 0.66085 1.97799 1.58011 1.33386 0.854766 2.43381 0.641152 1.82328 1.15394 1.33439 1.18615 2.01379 2.2326 1.14195 0.927028 1.50426 5.16393 2.01838 0.92515 0.866554 1.68873 1.11247 0.684394 0.657905 1.40097
threshold=39.458743938000005 39.792680591700012 0.52432561900000019 0.54136103710000005 0.5054040298000001 40.003678352300007 0.48447651265000008 39.952536079750011 40.137820134150012 0.51401155655000019 0.5398790455000001 0.33750486510000005 35.782584506850007 0.34674111555000003 0.34512439750000007 0.35738450945000005 0.36006406990000012 0.36359689830000008 0.34440585610000002 39.110279783550006 0.39072183470000005 0.52770875125000016 0.56915960600000015 0.46898296455000005 0.52005927965000021 0.5231430197000001 0.37473428940000003 0.44805544745000009 0.52889135055000014 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 -4 -2 6 -3 -8 9 -7 -11 12 -1 14 18 -15 -17 -18 23 20 24 -22 28 -13 26 -26 -19 -21 -23 -30
right_child=1 5 3 -5 -6 8 7 -9 -10 10 -12 13 -14 15 -16 16 17 19 -20 27 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.036096907981933143 -0.033749781487517665 -0.056500562949186595 -0.030588636396341948 -0.17650777308540533 0.022766317265837246 -0.10460568614837029 0.0052260437141600927 0.10412229570082804 0.00060027098734460286 0.061948856375867327 -0.10842171968971266 -0.002444624612440023 -0.13499199839902512 -0.062421953169993522 0.10826226145292356 0.1047511194690784 -0.11470870149360593 0.017294176428531007 -0.047113520717465843 0.014031722491956748 -0.16492625346060083 0.059067774525920727 -0.12459369171290191 0.073982566511373263 0.073860137481114016 -0.0079344208306110827 -0.041237163249270445 0.0825717643701529 -0.054283610145431482 0.011468075578544411
leaf_weight=1.3041040815878653 5.4055338995531184 2.1078609041869623 1.7768990397453301 1.4098737397434886 3.7675503566861153 1.8767092635971483 3.2065109544200823 3.2561892494559288 194.74888323654886 1.7359390370547774 1.621886557259131 2.8861496679019165 1.1924432503292335 2.829195200232788 2.0853667356423093 1.9145400701963797 1.6342983639915463 12.232585724443203 1.9977881950471781 3.766582994721829 2.188597149099226 1.9202045183628857 1.3110559042179364 3.5101580619812012 5.8655353114008886 4.4308564141392708 4.4207194074988356 2.3757711726357229 4.0960197402164367 15.515150055987759
leaf_count=68 30 11 27 31 21 18 45 10 2672 8 37 28 60 34 17 26 19 65 39 31 49 13 345 19 24 21 30 26 48 162
internal_value=5.70515e-05 -0.00140727 -0.0323522 -0.0951453 -0.0105376 0.000426668 0.0276183 0.0550543 -0.000738664 -0.0505533 -0.020343 0.00423234 -0.0456215 0.00589227 0.0366697 0.000891874 0.00379639 0.000561948 0.0188838 0.00380312 -0.000538171 -0.0181895 -0.00413025 0.039497 0.0158565 0.0386614 0.00175668 0.040542 0.00320483 -0.00226492
internal_weight=298.391 220.914 12.3599 3.18677 9.17308 208.554 8.57056 6.4627 199.983 5.23453 3.35783 77.4771 2.49655 74.9806 10.4795 64.5011 61.6719 59.7574 8.3941 58.1231 51.9807 25.031 22.8424 6.39631 26.9497 10.2964 16.6533 6.14235 21.5314 19.6112
internal_count=4034 2910 109 58 51 2801 66 55 2735 63 45 1124 128 996 103 893 859 833 86 814 757 617 568 47 140 45 95 57 223 210
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 0 2 2 2 2 1 1 1 0 2 2 0 2 2 0 1 2 2 0 0 0 0 1 0
split_gain=0.159052 0.517516 4.0704 1.17408 0.65522 0.903354 0.4715 0.363685 0.349099 0.469202 0.917304 0.538734 2.06378 0.259192 1.07626 1.04596 1.30198 0.257412 1.26276 1.13027 1.01279 1.28947 0.454641 1.175 0.390169 0.99927 0.605355 0.582455 1.87704 1.22652
threshold=0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.55677973715000018 0.55832160710000012 48.778770352700008 48.226196960950006 47.709122305950011 44.421469061800003 0.35862698720000002 0.35471991855000007 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.43780126340000008 41.674196414850009 39.458743938000005 0.44284602260000011 0.33750486510000005 40.00488309970001 41.535369675400013 0.46739618575000003 0.46898296455000005 0.47515044460000005 0.47721625100000004 0.34494476210000008 0.47709649410000005
decision_type=2 2 2 2 2 2 2 2 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 7 -3 -4 -5 -6 -7 8 9 10 17 12 -12 14 15 16 -1 18 19 -2 -19 -22 -21 -24 -23 -26 -27 28 -28 -30
right_child=1 2 3 4 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 20 -20 22 21 24 23 -25 25 26 27 -29 29 -31
leaf_value=-0.10436714239854353 -0.070569762094968985 -0.21258493993464134 0.12193243182811203 0.11218293656287888 -0.12158649609379038 0.11521403030619848 -0.10144019073761477 0.03160317656820625 -0.046830775553676256 0.047257616805997306 -0.11073350408013219 -0.10313071405665873 0.11503732892612427 0.038080321446291608 -0.10281674349154198 -0.1090389547330803 0.095049299279272567 0.091252303548047933 -0.12047650207060223 0.11061759216908901 -0.089957801268621504 0.04195528902677384 -0.12047674038733597 0.12058029342888216 -0.076633026629561229 0.03390330766622953 -0.10811300870394008 0.0012637964019061459 0.016517706943917826 -0.061713733003021479
leaf_weight=0.40269714541500445 1.0752759707975199 0.96725609898567144 0.88343480532057617 0.29273748397827137 0.76757146909949348 0.346588134765625 0.1414428076823242 3.6360886115580788 1.5981423455086758 2.0888465754542258 0.98221565457060866 1.3204496503749394 0.68882229924201965 2.8515081158839166 0.81793386221397657 0.45542571693658818 1.7510724235326052 1.2279950659722079 1.0237822008784858 0.8752289288677273 1.576070834416895 2.2794292972539543 0.38326829927973449 0.42803460359573364 1.6731286361464288 5.44120715628378 2.0591421769931904 248.33261325895 7.7669036206789297 2.700987920165062
leaf_count=123 149 13 5 1 84 1 164 21 26 26 48 265 3 16 35 10 12 15 40 4 55 47 65 1 15 48 27 2613 86 16
internal_value=5.90832e-05 -0.00028119 -0.039072 0.029944 -0.0225418 -0.0539522 0.0524226 0.00017797 -0.00022505 3.9144e-05 -0.000313322 -0.0553914 -0.017668 0.0158059 -0.00272723 0.028649 0.0577638 0.000281837 -0.0256156 0.00954859 0.000640872 0.000231533 0.0606294 0.00670233 0.000757501 0.000407066 0.000891098 0.000202504 -0.0208363 -0.00366804
internal_weight=296.835 290.557 3.39903 2.43177 1.54834 1.2556 0.488031 287.158 283.522 281.923 279.835 2.99149 1.67104 6.27864 3.42713 2.6092 2.15377 276.843 3.78559 2.76181 273.057 271.829 1.68653 0.811303 270.253 267.974 266.301 260.86 12.527 10.4679
internal_count=4034 3838 268 255 250 249 165 3570 3549 3523 3497 316 51 196 180 145 135 3181 259 219 2922 2907 70 66 2852 2805 2790 2742 129 102
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 1 0 0 0 0 0 2 1 2 2 2 0 1 2 2 0 2 1 0 0 2 0 2 2
split_gain=0.163073 1.15037 0.540507 1.9402 1.05222 0.535757 0.576054 0.517596 0.513583 2.77977 1.4111 1.15827 1.0992 0.884424 0.923611 0.561646 1.90103 1.24481 1.48593 1.96392 1.4805 0.769121 3.13244 0.530519 0.631998 2.55589 3.51826 1.30948 1.41977 2.72675
threshold=39.458743938000005 39.525197829750006 0.45206730335000006 0.56065686655000013 0.56294721715000018 0.58415915690000009 0.45280081435000008 0.58650938595000024 0.48797940185000005 0.49336846205000007 0.46898296455000005 0.49649711085000009 38.121007182500009 0.34398670700000006 35.171584490050009 38.748048509250005 38.478081868400004 0.5216909673500002 0.39072183470000005 39.110279783550006 38.969453495950006 0.56395018115000017 33.151194885250007 0.42209814075000007 0.5231430197000001 0.52770875125000016 36.957836847500012 0.52925062125000011 37.311503175250003 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 -5 6 -6 -7 10 -10 12 -11 13 14 -1 16 21 -17 -19 20 -20 23 -23 24 -13 26 -26 -27 29 -29
right_child=1 2 3 4 5 7 -8 -9 9 11 -12 15 -14 -15 -16 17 -18 18 19 -21 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.070718604735639359 -0.073253751823541796 0.00016581382392771252 -0.18459720518055794 0.0686070059746096 0.00021472092694599894 0.10419996653978565 -0.11330692029559315 -0.036502387062195232 -0.13534927548672013 0.09004032729124764 0.042681770244362018 0.011734855362282684 -0.13349794018877109 -0.12484646424156534 -0.024918235029828071 -0.051223408465104404 -0.0939657827048542 0.083996596583198066 0.0081888003005723756 0.059592109203902302 -0.1074045938594424 0.1066010861292862 -0.12414155832639573 0.039218123584443626 0.01337729096780497 0.061594809385674569 -0.19819917846093707 0.012393833540589778 0.031245005487326095 -0.14255014241570405
leaf_weight=1.6579338760348026 2.2016186458058646 212.18487511431158 0.72281827975530077 1.2768853642046449 0.70671949535608325 0.41391401062719502 1.2163140627526443 0.70979073009220883 1.4827921018004406 1.4995813295245159 9.9942753075156343 19.566436179331504 0.74279505130834866 0.52738406133721571 2.5831299681449309 2.2020192667841902 2.2611523356754324 3.6437042802572241 2.9052783817169239 3.9786413359106518 1.7910801735706625 0.86060546246881076 1.8596734566890516 3.8252725885249665 1.5257439818233245 3.1038046125322571 1.6209220052696762 2.7740192972123605 3.7868343144655228 1.9232178749516604
leaf_count=77 32 2242 17 9 3 5 139 463 13 15 56 110 19 68 59 18 39 12 28 46 30 106 228 62 16 16 24 23 28 31
internal_value=5.1085e-05 -0.00133237 -0.000603449 -0.0329482 -0.00759571 -0.0395322 -0.0715874 0.015325 0.00403938 -0.000115267 0.0202798 0.00327609 -0.0203446 -0.00271835 0.0124685 0.00101835 -0.00471133 0.018028 0.030407 0.00789811 -0.0358958 0.000229557 -0.0511423 0.0038949 -4.43756e-05 -0.0156864 -0.0956107 0.00601695 -0.0143156 -0.0510458
internal_weight=295.549 219.433 217.231 5.04644 4.32362 3.04674 1.92303 1.1237 76.1163 60.6108 15.5055 59.128 5.51124 4.76845 4.24106 57.6284 43.1077 14.5207 12.3187 8.675 4.69636 40.8465 2.72028 38.1263 34.301 14.7345 3.14667 11.5879 8.48407 4.69724
internal_count=4034 2910 2878 636 619 610 142 468 1124 845 279 832 223 204 136 817 683 134 116 104 58 644 334 310 248 138 40 98 82 54
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 0 0 0 2 2 1 0 0 1 0 2 1 0 1 2 0 0 2 1 1 1 2 1 1
split_gain=0.141327 0.568298 0.957699 0.547567 0.351465 0.607019 1.52478 1.60118 0.529676 0.30972 0.28749 0.740035 2.91235 2.73359 2.61387 2.20677 7.40203 0.960764 0.745254 0.768724 0.647172 1.09184 2.07125 0.807998 1.286 0.745737 0.791405 0.633062 3.28957 1.72957
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.32058920395000007 34.883496062400006 0.54429508100000012 0.5681267027500001 0.56859076075000015 0.51191581090000016 34.19870408380001 37.038444968100009 0.36575252235000005 0.50086823750000009 0.52005927965000021 0.38976377950000002 0.50278434775000014 36.79544512155001 0.36204005870000006 0.45994131915000008 0.32168198560000011 37.828051409500013 0.5231430197000001 0.54136103710000005 38.064633603500006 0.37347684200000003 0.42290649980000011 0.45280081435000008 35.879804895950009 0.39736834230000012 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 8 -7 -8 9 -2 11 15 -13 -14 -15 16 17 18 19 -6 21 -12 -23 24 -22 -24 -27 -16 -29 -30
right_child=4 2 -4 -5 10 6 7 -9 -10 -11 20 12 13 14 27 -17 -18 -19 -20 -21 23 22 25 -25 -26 26 -28 28 29 -31
leaf_value=0.057877379164182778 -0.016109187022896942 0.061425399357371249 -0.12682463017480811 -0.13701534646347133 0.087165685309571139 -0.10975729982199503 0.15109589056779263 -0.10758502769791385 0.071645717005888218 0.039202048413120708 0.052969130610264585 0.10784788774982462 -0.16362968849978973 0.1119385304928692 0.009756316420358839 0.058727090085763579 -0.29370070322958641 -0.050476130274560604 0.10976016004413261 -0.12444735140216001 0.027246912726892749 -0.098405111240360471 0.072193952562230157 -5.9979439064594201e-05 -0.12659066165307775 -0.10907654737372369 0.03596415530441141 -0.16257343973996846 0.14989944199015823 -0.033932315952696496
leaf_weight=0.18762180150952135 1.9268546886742095 1.0535805225372312 0.36347904796275532 0.622337126689672 0.3193008123198553 1.0790166500955822 0.67680054903030373 0.37014947757415939 2.4746866971254349 2.1331373192369938 6.0407749714795482 2.1440882943570605 1.1796720530837763 1.6457171216607074 2.6249546175677096 1.6917718797922132 1.1636253127944653 2.0129931308329105 0.95502021908760071 0.37127728009363636 0.95084340451285188 1.7509281523525713 2.1304969340562825 251.11782198226138 1.2681061071634756 0.59895043144933868 1.0115602530568137 1.6469751112163065 0.72340356744825873 1.7496462791823431
leaf_count=20 25 5 109 64 19 16 1 62 11 26 52 8 12 7 48 5 17 14 7 36 14 19 7 3217 37 26 35 19 2 94
internal_value=4.33184e-05 -0.0250524 0.0131388 -0.0918697 0.000234876 0.0200786 -0.0263366 0.0596392 0.0351791 0.0129516 -0.00037219 -0.0125196 0.00250536 -0.021095 -0.00105559 -0.0395398 -0.0740147 -0.00414294 0.0525346 -0.0266044 0.000463802 0.0236312 -0.00863863 -0.000590853 -0.0606696 0.0333754 -0.0179766 -0.0286252 -0.0530788 0.0198412
internal_weight=293.986 2.22702 1.41706 0.809959 291.759 8.66065 2.12597 1.04695 6.53468 4.05999 283.098 18.2284 11.7145 9.57037 8.3907 6.51399 4.82222 3.65859 1.6456 0.690578 264.869 11.5327 5.49194 253.337 2.21895 3.74101 1.61051 6.74498 4.12002 2.47305
internal_count=4034 198 114 84 3836 141 79 63 62 51 3695 288 190 182 170 98 93 76 62 55 3407 139 87 3268 51 68 61 163 115 96
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 2 0 0 0 1 0 1 1 0 0 2 1 1 1 1 2 2 2 0 2 1 2 2 2 0
split_gain=0.141275 0.985411 1.03773 2.19808 1.99014 0.953296 0.841268 2.57729 1.59575 1.06821 1.76087 1.40837 1.45088 2.68666 3.5966 1.78035 1.5228 1.17818 1.02751 0.866921 0.820551 1.10275 0.734294 0.741738 0.744972 2.178 0.711671 0.630669 0.588136 1.00308
threshold=42.779078631750004 42.67709657435001 0.47709649410000005 0.34587287805000005 0.48119816770000007 42.824128352900011 0.54228915300000013 0.54386096225000014 0.53544804050000006 0.39814676205000005 0.51675099550000014 0.35374689380000007 0.34554354660000003 0.47997065955000012 0.45994131915000008 43.384297312450009 0.34623214870000002 0.4019490434500001 0.34623214870000002 0.38733870245000007 43.272784938550004 43.525909308350002 48.96897326980001 0.39672464895000009 48.778770352700008 0.34219035360000005 48.457543166250012 49.835088602800006 42.558389508100007 0.5054040298000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -3 4 -4 -2 8 -8 9 10 11 12 13 14 22 18 -17 -11 -14 -12 -9 -22 23 26 25 -25 -7 -23 -1 -30
right_child=5 2 3 -5 -6 6 7 20 -10 17 19 -13 15 -15 -16 16 -18 -19 -20 -21 21 27 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00057706479495781091 -0.10226198492243384 0.10155948264769472 -0.037678741807301644 -0.081929627157140777 0.093969765934192845 0.046648629726343427 0.10977249454717669 -0.11633580139384694 -0.076386356810229539 0.1178679230391711 -0.1636126835730847 0.041438988802544263 -0.039347058663554889 0.052832070653817814 -0.13675639389476907 -0.051863802475034526 0.058053393110191809 -0.10122625627634599 -0.12842535296901142 -0.044267042980644357 0.063846453693668356 -0.10614766675259701 -0.031031571825140609 -0.11307783231177443 0.11797480272560877 0.14377926973928812 -0.037723456258100585 0.030810474567595267 -0.090066692073212939 0.0026848109179297493
leaf_weight=226.63714384297782 0.98171633039601047 1.8102769339457134 1.740634139627218 1.7053279061510691 3.3742904737591743 1.6758443661383404 2.5158992409706107 0.73223030685039736 3.1308208631817243 1.3211802076548327 0.88683120999485199 6.7712721779244012 2.788094188552348 7.7708007618784896 2.2399938770104191 2.5412561297416687 2.5006981492042542 0.30144400308199681 2.4179100145120174 1.9403373139211906 1.4548846239340494 0.96974375189165563 4.0949518755078316 0.68134962115436792 1.3006217777729034 0.64040690660476685 2.4779567793011665 0.51466049757436849 1.9504051523981605 2.899123978568241
leaf_count=2559 15 14 10 22 52 82 9 42 34 5 16 143 28 33 79 30 16 121 21 107 15 261 33 51 4 1 11 163 26 31
internal_value=4.80511e-05 0.00107669 0.034254 0.0163893 0.0491691 -0.00464311 -0.00278835 0.0318068 -0.00749473 -0.00240187 -0.00557186 0.000107054 -0.00888333 0.00624043 -0.0213739 -0.0397005 0.0026527 0.0771656 -0.0807192 -0.0817036 -0.021619 0.00197671 0.00240069 0.0226043 0.0642441 0.0113725 -0.00368367 -0.0586627 -0.000160262 -0.0346184
internal_weight=292.768 240.117 8.63053 6.82025 5.11492 52.6509 51.6692 6.18742 45.4818 42.3509 40.7283 37.9012 31.1299 20.8819 13.1111 10.248 5.04195 1.62262 5.206 2.82717 3.67152 2.93929 10.8711 6.77618 2.62238 1.32176 4.1538 1.4844 231.487 4.84953
internal_count=4034 2714 98 84 62 1320 1305 490 815 781 655 532 389 294 261 95 46 126 49 123 481 439 182 149 56 52 93 424 2616 57
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 0 1 1 2 0 0 1 1 1 0 2 2 0 0 2 0 2 1 0 1 2 1 1 2
split_gain=0.161645 0.506015 3.36808 0.98621 0.569129 0.782889 0.410971 0.276715 1.11977 0.854653 0.579255 0.988734 1.16768 0.739801 0.587941 0.505399 0.989213 1.47619 0.409503 0.378637 2.82555 0.380369 0.606561 0.491039 1.70758 1.67832 1.7152 0.706309 1.44636 3.20157
threshold=0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.55677973715000018 0.55832160710000012 0.32388251845000005 0.33750486510000005 35.171584490050009 0.45798030000000006 0.46739618575000003 0.34311846950000008 0.34398670700000006 0.34398670700000006 0.39672464895000009 48.778770352700008 41.827117825850003 0.43513667255000005 0.47604862130000009 40.159267750750011 0.47676716265000008 41.685324604100011 0.34515433670000012 0.4815274992000001 0.34494476210000008 40.413896136950008 0.34545372890000009 0.34560342505000002 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 -4 -5 -6 -7 15 9 -9 13 -12 -13 -10 -14 -2 17 18 -17 20 -16 22 -21 24 25 26 -23 -25 29 -29
right_child=1 2 3 4 5 6 -8 8 10 -11 11 12 14 -15 19 16 -18 -19 -20 21 -22 23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.016132684731437558 -0.022266216564728568 -0.20340561902144985 0.11751207568774152 0.11044693384175859 -0.11919801940041053 0.11314560596313145 -0.1013447596957649 0.066971490520302004 0.059613117963108635 -0.12315169788139127 0.065886758045486896 -0.061016623068970856 0.042512293385500402 -0.11220550656530626 0.062513970518347714 0.010285253414664413 0.11609428322710665 -0.090884333066829207 0.086102377759489257 0.079952222707299792 -0.11852882423894712 -0.058604521692249882 -0.004876232425850115 0.016993081836173568 0.021741431977521021 -0.073416286157737209 0.020294501217583416 0.019636660105849198 0.0013592692456079452 -0.10168848481733372
leaf_weight=6.1175232214736743 2.0524520843173368 0.8992191925644869 0.77172897517448324 0.25897717475891102 0.70161765090597306 0.31051704287528992 0.12540647376590641 0.29343981255078588 0.34066631738096365 1.21719160862267 2.2882694791478562 3.112900882959365 3.3032982647418967 0.94781455329211894 1.6372312489256722 1.3939877485972836 1.194934234023094 1.0252243913710115 1.4569977968931196 1.5469641610980027 1.8207735288888214 4.3650516532361561 1.8521573063917456 26.286686018109322 9.4748394861817342 6.0871985182166091 7.4714657887816429 4.4015747979283315 194.09443696883682 4.2996504679322243
leaf_count=196 37 13 5 1 84 1 164 34 12 64 28 23 15 205 16 51 4 27 7 5 60 23 37 150 44 38 38 18 2598 36
internal_value=4.9128e-05 -0.000296066 -0.0406924 0.0267883 -0.0233465 -0.0538065 0.051441 0.000143401 -0.000360943 -0.0862203 0.00011358 0.000430399 -0.000124854 -0.0667777 0.000586026 0.0196019 0.0365473 0.0120251 0.0490316 6.01053e-05 -0.0328121 0.000497508 0.0337298 5.70829e-05 -0.012595 -0.0307459 -0.00880175 0.00157029 -0.000428836 -0.0403153
internal_weight=291.15 285.033 3.06747 2.16825 1.39652 1.13754 0.435924 281.965 274.842 1.51063 273.331 272.042 269.754 1.28848 266.641 7.1236 5.07114 3.87621 2.85099 263.338 3.458 259.88 3.39912 256.481 27.3986 17.9237 11.8365 229.082 202.796 8.70123
internal_count=4034 3838 268 255 250 249 165 3570 3444 98 3346 3129 3101 217 3078 126 89 85 58 3063 76 2987 42 2945 143 99 61 2802 2652 54
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 2 2 2 1 0 2 2 0 1 1 0 1 1 0 2 1 0 0 0 2 1 1 2 0 1
split_gain=0.135221 2.95462 1.13972 0.894876 0.796744 0.629526 1.54218 1.19178 1.6294 1.7266 5.05013 1.48375 0.721686 0.602913 0.491214 1.36654 1.26018 0.993448 1.65868 0.763952 1.35721 0.957931 0.488274 3.43326 2.48764 0.765388 1.22477 1.53775 1.02501 1.33381
threshold=0.40509266190000009 0.41615520495000008 35.782584506850007 0.4025178887000001 0.53833717555000005 41.827117825850003 41.605323437500005 42.233786329550007 0.42114008565000011 0.5654770815500002 43.077238082650005 42.536568606950006 0.5696985120000001 0.44805544745000009 0.39587138110000003 0.52863686715000002 0.39408999735000005 0.39193437325000008 0.53043322055000008 39.685256516350002 0.39814676205000005 0.53749887730000012 0.55677973715000018 0.54646567465000018 41.092444989200011 0.4301667614500001 0.43590012275000006 36.728658719300007 0.56065686655000013 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 -3 6 22 -7 -9 10 -10 12 -11 -13 16 -16 17 -1 -19 -17 -21 -22 23 -6 -25 -24 -27 -28 -29 -30
right_child=1 4 -4 -5 5 7 -8 8 9 11 -12 13 -14 -15 15 19 -18 18 -20 20 21 -23 25 24 -26 26 27 28 29 -31
leaf_value=0.00087832914196574576 0.0098823493442240559 -0.11605734193626588 -0.12845810526523049 0.041915034573541447 0.0081197473272423912 0.071576748270933285 -0.12630368572924014 0.11150047999165032 -0.15286421279729645 0.12996738156438525 0.073108743980556543 -0.11552065053050578 0.028354963493426612 -0.00098652385247786998 -0.10793353070039596 0.03102664473501561 0.046725944378914822 -0.1135152162242858 0.036235533618149851 -0.091573948953819484 0.043936949079307515 -0.040634444325485665 -0.057693931481934968 -0.15212294405991481 0.019723452297282631 0.079431305757835524 -0.12091916997266539 0.1138475598416841 -0.01223665167056338 0.059667063435056081
leaf_weight=203.84706340945559 0.77834369428455774 0.57323881768388574 2.5353790864173789 5.2589808475458986 16.706188314594332 3.4668474188074461 1.0029931280878361 1.2479090713895846 2.3851653430610877 1.3548920750617983 1.6895321168412918 0.59918108335114117 1.4437872365233486 1.9730235645256469 1.5188464223756444 3.6066526016220433 5.9428222530405028 1.9235432358691462 1.2017487697303293 2.1744029654655606 2.7074046730995178 2.6505136606283486 1.5131408274173761 2.6076133237220342 1.2443645223975179 2.628159009851518 0.90478978293685841 0.95039432123303313 9.9602065210347046 3.4816276222554725
leaf_count=1961 9 101 95 28 79 54 46 10 30 3 28 49 40 362 116 33 38 74 18 58 22 21 26 73 9 27 226 3 159 236
internal_value=4.46457e-05 -0.0042257 -0.095964 0.001137 0.00122879 0.00244766 -0.00383065 0.0206257 0.00410733 -0.010081 -0.0591668 0.0271587 0.0775474 -0.0276666 0.000186306 -0.0189525 0.00132411 2.04829e-05 -0.0559325 -0.0068196 -0.0249413 0.00210025 -0.000759392 -0.0115032 -0.0966087 0.0106034 0.0163686 0.00553393 0.0134836 0.00638744
internal_weight=289.879 59.0468 3.31372 230.832 55.7331 55.1598 40.9995 14.1603 10.6935 9.44558 4.0747 5.37088 2.79868 2.5722 225.573 12.6578 212.915 206.972 3.12529 11.139 7.53232 5.35792 39.9965 20.5582 3.85198 19.4383 17.9252 15.297 14.3922 13.4418
internal_count=4034 1665 104 2369 1561 1460 884 576 522 512 58 454 43 411 2341 250 2091 2053 92 134 101 43 838 161 82 677 651 624 398 395
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 0 1 0 2 2 2 2 1 1 2 2 0 1 0 2 1 1 2 0 1 2 2 2 2
split_gain=0.130112 0.433272 2.94245 0.826891 0.485638 0.757853 0.374918 0.273757 0.563447 0.23375 0.25719 1.86757 1.60169 0.450443 1.73633 0.26095 0.298618 3.23025 1.68731 1.77643 0.484423 1.39984 0.526898 0.47997 2.18317 1.56849 0.775046 1.25915 0.52093 0.495533
threshold=0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.55677973715000018 0.55832160710000012 0.30910751175000006 0.37331217625000007 48.778770352700008 44.421469061800003 48.457543166250012 47.709122305950011 0.35862698720000002 0.35471991855000007 44.169240047700008 43.680097826700013 0.48386275860000011 0.37078231190000005 0.53866650695000018 43.384297312450009 0.34623214870000002 0.39408999735000005 43.084235337800003 0.48797940185000005 0.3453339720000001 43.018222997350009 42.899217095850013 43.182896969600009 42.67709657435001
decision_type=2 2 2 2 2 2 2 2 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 9 -3 -4 -5 -6 -7 8 -1 10 15 12 13 14 -12 16 20 -18 -19 -20 23 -22 -23 26 25 -25 27 29 -26 -2
right_child=1 2 3 4 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 18 19 -21 21 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.033578265772756376 -0.00031369990572292886 -0.19547532120823777 0.11489857560303347 0.1093463272172711 -0.11787515509862381 0.11286508100463846 -0.10128510018435499 0.025072486875297603 -0.1029377353476571 0.026313508171422265 -0.1103352184882497 -0.17188045997008761 0.052410878318771704 -0.10320573999705805 0.11209803308887403 0.033138912310604361 -0.15036306627091708 0.086042501134225569 -0.13442325641284411 0.029835400767858351 -0.054317132250876289 0.096229402748669424 0.024503437138400794 -0.034278337736955593 -0.022612420580263397 -0.18897990090925718 0.047013501848426717 -0.065317493336085317 0.041161178380386881 0.020403024350068064
leaf_weight=0.67175016459077486 228.59455959243132 0.84534492343664114 0.69831195037113492 0.23638096451759327 0.63682021229760699 0.3054029643535614 0.111635390057927 4.8792598887812346 0.54976503556827083 3.3627106874482697 0.85991144180297785 0.71905045048333693 2.7860228948557051 1.1560180752858285 0.59291346371173859 2.3907679471740257 1.488867041771299 2.0828080400824547 1.0654335462022575 1.7234079888003178 1.4624381172470737 2.0080015501007438 2.090346317156218 1.6156781972385936 2.2618258100555977 1.1026612395653499 3.5487011381483162 2.9212339180812696 2.9532276511163218 12.160156382320563
leaf_count=13 2548 13 5 1 84 1 164 36 147 21 48 13 39 265 3 22 25 12 43 121 13 16 39 31 29 29 33 54 30 136
internal_value=2.52819e-05 -0.000287534 -0.0391915 0.0272457 -0.0201944 -0.0492504 0.05554 0.0144735 -0.0278632 0.000107701 -0.000212065 -0.0204933 -0.000315833 -0.0566235 -0.0195578 0.00024809 -4.6333e-05 -0.0214544 0.0179425 -0.0329171 0.00047594 0.0296746 0.0596459 -0.000160401 -0.0243717 -0.0970311 0.000616537 -5.91515e-05 0.0135019 0.00073267
internal_weight=287.881 281.781 2.8339 1.98855 1.29024 1.05386 0.417038 6.10078 1.22152 278.947 275.584 6.11392 5.39487 2.60884 1.45282 269.47 267.079 6.36052 4.87165 2.78884 260.719 5.56079 4.09835 255.158 7.93339 2.71834 247.225 243.676 5.21505 240.755
internal_count=4034 3838 268 255 250 249 165 196 160 3570 3549 368 355 316 51 3181 3159 201 176 164 2958 68 55 2890 119 60 2771 2738 59 2684
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 1 1 0 0 0 2 1 0 1 2 2 2 0 2 2 1 2 2 0 2 2 2 1
split_gain=0.129008 0.516737 0.827168 0.470087 0.288772 0.647889 1.09249 1.23413 0.375194 0.738287 1.501 1.2726 0.300421 0.240178 2.01699 1.27919 0.589714 1.20262 1.47172 0.755815 0.582993 0.497035 0.478937 0.333168 0.611269 0.451835 1.83814 0.804284 0.771809 1.3586
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.32058920395000007 34.883496062400006 0.34398670700000006 0.49830843385000007 0.36575252235000005 0.38976377950000002 0.54429508100000012 0.5681267027500001 0.56859076075000015 35.171584490050009 0.34311846950000008 0.45994131915000008 0.33750486510000005 39.458743938000005 41.898943182100005 44.952171034750002 0.43260680815000008 38.969453495950006 48.96897326980001 0.34398670700000006 48.86568841230001 49.122847560300009 0.47604862130000009 40.00488309970001 44.756878345700009 39.577821550850011 0.34440585610000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7 -8 -9 -10 -11 -12 -6 14 15 16 19 -18 -19 -14 -16 -20 -15 25 -25 26 28 -28 29 -24
right_child=4 2 -4 -5 12 6 7 8 9 10 11 -13 13 22 20 -17 17 18 21 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.052692164413607079 0.091496593815879504 0.057829661039145157 -0.12521798317850369 -0.13337351839022493 -0.034006859444150106 -0.081205947867310224 0.11087913050878298 -0.034629046250469503 0.076146532165115743 -0.14058004483629066 0.14051020600287087 -0.10632223953984524 0.043059584703068088 0.038948458021087082 -0.12492357451470866 0.11140096986820698 0.068496212931678041 -0.113072155810906 0.023578224269939226 -0.12903401577222282 -0.043705604001553017 -0.023647460765011681 0.10598254105744967 0.074848146333746729 -0.019976341299900318 0.00045762200404071332 -0.1146097606980262 0.013410068096295772 0.13798176850510557 -0.12297344544079331
leaf_weight=0.17667615332174991 1.0623185858130435 1.005307540297508 0.32722281881433435 0.58664148651223513 2.627312918790266 1.1570399835472924 1.3078275471925733 1.8104174509644506 1.3947747051715853 0.64821591600775696 0.62048149108886719 0.31487172222841764 0.38340531161520874 3.243513047695159 1.5266339508816593 1.055566454771905 2.3175029563717535 1.2472375785582688 5.0658936479594541 0.76321738958358765 2.0989499738207087 3.9790584295988083 0.54685560904908814 1.6046715477714308 1.1795165069634093 244.66898209545616 2.0220079993596305 0.64801940880715836 0.62657591002061952 0.49265573234879412
leaf_count=20 16 5 109 64 32 23 7 11 7 14 1 62 49 15 13 7 53 138 58 10 38 33 6 12 250 2721 159 54 2 45
internal_value=1.77267e-05 -0.0247015 0.0128796 -0.0903071 0.000199883 0.0185601 0.00787832 0.0247852 0.00127259 0.0230958 -0.0236302 0.057418 -0.00035312 -2.97978e-05 -0.0110518 0.00531208 -0.00282846 0.00341503 -0.0112394 -0.0714897 -0.0779043 0.00280268 0.00076703 0.000275182 0.0346759 -0.000109461 -0.0321076 -0.0835392 0.0503153 -0.0025266
internal_weight=286.509 2.09585 1.33253 0.763318 284.414 8.31595 7.25363 6.09659 4.78876 2.97834 1.58357 0.935353 276.098 273.47 18.4375 14.8119 13.7563 12.6097 10.2922 1.14662 3.62558 9.04495 255.033 251.789 2.78419 249.005 4.33611 2.67003 1.66609 1.03951
internal_count=4034 198 114 84 3836 141 125 102 95 84 77 63 3695 3663 399 348 341 282 229 59 51 91 3264 3249 262 2987 266 213 53 51
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 2 2 1 0 1 2 2 0 2 0 1 2 0 1 2 2 2 2 2 1 2 2 2
split_gain=0.138246 1.09543 1.40018 1.24399 2.18237 1.91181 2.00884 1.08157 1.82791 1.14559 1.6172 0.913335 0.786946 0.992949 0.9312 2.66087 1.29412 1.17646 0.720402 0.717329 2.28362 0.658488 1.6118 0.563353 1.98928 0.513145 2.27174 0.601639 3.77624 1.22701
threshold=39.458743938000005 39.896141435400004 40.003678352300007 0.47515044460000005 0.47943175355000006 0.51857728810000003 0.54136103710000005 40.280372415600006 40.467253020850002 0.34569324270000007 0.50086823750000009 0.39591628995000006 40.80591513400001 40.720231579350006 0.48537468940000006 40.563919884450009 0.54499865270000014 0.3453339720000001 40.633548727200008 0.5398790455000001 0.43724738780000011 40.890797847750008 40.94178426300001 41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 41.50623664750001 41.535369675400013 41.685324604100011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -7 9 11 -4 -11 -9 13 14 15 -10 -16 18 -17 -12 -21 -14 -23 24 -24 26 -25 -27 -29 -30
right_child=1 2 7 4 5 6 -8 8 12 10 19 -13 21 -15 16 17 -18 -19 -20 20 -22 22 23 25 -26 27 -28 28 29 -31
leaf_value=0.0037983395728955504 0.050592687752724214 0.053535023647213568 0.0047569110961631252 -0.12502208889451275 0.027689121654156903 -0.024837729495764418 -0.15850539750732995 0.06431602278972319 0.012574233285710768 -0.16095147713868263 0.0075114382922494604 -0.0012902499775465715 0.03879764222951846 -0.065916700469386399 0.058916586511487651 -0.013769071464404384 -0.038663528616324529 -0.25800897260735378 -0.21602030082887969 -0.16064384848971003 0.017861859630841442 -0.11622611314307177 -0.0043518171370321166 0.0018221045325342692 0.082606417367159388 0.0251589419560257 -0.10573526486126879 -0.15371995515315723 0.035723057351641517 -0.0021398226595666244
leaf_weight=72.224053706038831 1.8320527146570373 4.9003324643708757 5.198330794926731 2.3432219922542563 4.9484678618609887 4.9875365700572729 1.4515402952092697 6.6505141360685212 2.9812690166290832 1.2404184163897296 2.3190760407596827 3.1162763501342852 4.4627286586910477 3.9975751564197699 3.3939789412543178 0.57833114359527804 2.2668613214918878 0.61231124590267427 0.25322585692629218 1.3698679339140656 1.5029804607620461 1.1874129652278487 9.0887043815455382 9.1867045906838012 3.7023641196428789 9.340379551635122 2.4975869778136248 1.6014194227755059 9.3048800531250873 106.76845089036215
leaf_count=1124 9 30 26 15 31 49 41 40 15 14 17 36 37 30 21 14 33 6 52 15 52 16 78 58 31 62 42 16 95 1929
internal_value=1.73568e-05 -0.00126419 0.000748392 -0.0268077 -0.037135 -0.0190504 -0.05497 -0.00059451 0.00130503 -0.0301543 -0.0583679 0.0433831 -0.00109514 -0.0237404 -0.00702389 -0.0413907 0.019841 -0.152816 -0.0753586 -0.0338594 -0.0672555 0.000934417 -0.000172313 0.00073734 0.0208182 -0.00111454 -0.0211689 0.000730284 -0.00120873 0.00089541
internal_weight=285.309 213.085 197.522 15.5628 13.7308 11.3875 6.43908 192.622 180.991 11.6307 6.43234 9.76679 171.224 14.0836 10.086 4.42514 5.66084 1.44387 0.831557 5.19192 2.87285 157.141 152.678 151.49 12.7911 138.699 11.6843 127.015 117.675 116.073
internal_count=4034 2910 2765 145 136 121 90 2735 2611 124 98 76 2535 171 141 87 54 72 66 84 67 2364 2327 2311 109 2202 100 2102 2040 2024
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 1 1 2 0 1 1 0 0 2 2 2 0 0 2 0 1 2 0 2 1 0 2 1
split_gain=0.126878 0.494955 1.03456 0.77961 0.364886 0.407425 0.284712 0.183151 0.343471 1.45097 1.21493 0.686371 0.803413 1.69644 1.01846 0.620354 0.600384 0.406159 1.14077 1.30876 0.51025 0.816614 0.397168 0.284722 1.46502 1.36546 0.918799 1.77541 6.19682 0.849697
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.58650938595000024 42.522337019050006 42.536568606950006 0.46280051495000007 0.45206730335000006 38.903925214650009 0.56859076075000015 0.44922307715000004 0.43837010870000009 0.56915960600000015 0.5681267027500001 40.844669808050007 40.890797847750008 33.151194885250007 0.51675099550000014 0.51505942935000004 34.654301448200009 0.51191581090000016 0.31100865245000009 37.038444968100009 0.5296248615500001 35.050303764500008 0.36575252235000005 0.50278434775000014 36.79544512155001 0.36491422415000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 11 -10 15 12 14 -14 17 -11 -17 18 19 22 21 -19 -1 24 26 -26 27 28 29 -22
right_child=1 2 3 4 5 6 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 20 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.10452469725727716 -0.10305742490900005 0.10623381069735915 -0.11469392423471934 0.093146904079299819 -0.1089801612618812 0.10910932246968137 -0.10041305266531438 0.021580768063831163 0.055086824713906329 -0.14969346938203024 0.012929884387036548 0.043896579882433756 0.0044018211806985405 -0.13805945074036316 0.064525304926469379 0.022887697691460818 -0.12114310101521353 -6.1401652490529154e-05 0.00016917990981999518 -0.33185827736660645 0.039146654894463104 0.082296268312918031 -0.10452854625183849 0.00059271431198969313 0.00086176991087326318 -0.12950828110866608 0.024895456955523223 0.059462235007439745 -0.25370600457207082 -0.060971948154510791
leaf_weight=0.1252367496490473 0.58378225442720522 0.66296374960802529 0.78671300270798372 0.39373906701803185 0.32020163838751614 0.23138873279094696 0.09011278860270977 3.9667103769606902 1.6162877921015013 1.2662286693230278 1.5109421445522455 3.5870497822761527 2.3222850969759743 1.3059403169027062 2.4615986748249261 0.58461553603410699 0.57315052638296038 3.124569315579719 1.9770560821052638 0.24988484382629395 2.5725066875747893 1.9586549475789068 0.33125347417080775 236.32014827537932 1.4183751298114651 1.8528875806368885 7.6607249053195119 1.8097690716385839 1.2061439697863532 1.2642903067171571
leaf_count=1 433 11 80 6 135 1 267 33 19 24 14 16 31 38 31 2 71 43 24 2 71 16 82 2449 9 40 54 6 17 8
internal_value=2.44715e-05 -0.0201984 -0.000733936 -0.0396525 0.0173627 -0.0291372 0.0503829 0.000245281 -6.01387e-05 -0.024684 -0.0574501 0.000443243 -0.000138442 -0.0468756 0.000503069 -0.10132 -0.0484146 -9.87412e-05 -0.0388037 -0.147884 0.000301979 0.0316724 -0.0471754 -0.000325569 -0.0125276 -0.0729816 0.0010985 -0.0255044 -0.0559965 0.00615586
internal_weight=284.135 3.0689 2.48512 1.82216 1.03544 0.641703 0.321502 281.066 277.1 5.55122 3.93494 271.548 267.961 3.62823 264.333 2.42399 1.15777 261.872 2.68343 0.706375 259.188 5.08322 0.45649 254.105 17.7847 3.27126 14.5134 6.85271 5.04294 3.8368
internal_count=4034 933 500 489 409 403 268 3101 3068 130 111 2938 2922 69 2853 97 73 2822 109 85 2713 59 83 2654 205 49 156 102 96 79
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 0 0 2 0 0 2 2 1 1 2 2 2 2 0 0 1 1 1 1 2 2 0 0
split_gain=0.124109 0.894099 1.16669 0.998801 2.50026 2.64551 1.46315 1.93251 1.50771 0.916841 0.656394 1.78709 0.516542 1.5933 0.869342 4.28283 0.68388 1.15397 1.20293 0.63017 0.63614 1.87416 1.43158 0.932267 2.08066 0.500763 0.474555 1.69435 0.468685 2.16268
threshold=39.458743938000005 39.896141435400004 40.003678352300007 0.34524415440000006 0.50410167360000013 0.51857728810000003 0.39019789825000006 0.52432561900000019 0.54136103710000005 40.137820134150012 0.51401155655000019 0.5398790455000001 40.467253020850002 40.316494640950005 0.35651627195000007 0.4301667614500001 40.844669808050007 40.890797847750008 40.94178426300001 40.633548727200008 0.54499865270000014 0.53749887730000012 0.34554354660000003 0.34515433670000012 0.3447052483500001 0.39382054430000007 41.218101594450012 41.147265497500008 0.48797940185000005 0.49336846205000007
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 -5 -6 -7 -8 -9 10 -4 -12 13 14 -11 -16 19 -18 -19 -14 21 22 23 24 -21 -15 27 -20 -1 -30
right_child=1 2 9 4 5 6 7 8 -10 12 11 -13 16 25 15 -17 17 18 26 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.019791391916231679 0.015340168863368035 0.049467615788286713 -0.089595537270742515 -0.13542019383842088 0.073009267334945602 -0.14170141270701603 0.072586116589891045 -0.019046776717773248 -0.15792033931975138 0.0080504089315006702 0.0555528166962918 -0.094936134636201569 0.0025760147286551611 0.068568582356671501 -0.18956464370661974 0.074973214254344958 0.068621052702535518 -0.098024825077054525 -0.0035105893726003912 0.040177872738547393 -0.090923207483811039 0.060201051677827272 -0.11931970507335071 0.025890884189340421 -0.22359182393736821 0.017854358324946001 -0.0010274934396536553 0.078392917329815154 -0.12132168643770587 0.002693676055583856
leaf_weight=14.331035819664974 4.4954069405794135 4.7718541222275226 1.8732482384657476 2.2193886511959127 2.3940249271690828 1.3738935291767118 1.4387831613421438 2.3686196766793732 1.1669099239297791 5.3449939824640742 1.6848922185599806 1.484255099087022 6.6395387159427619 4.9535936827305687 1.2877751775085928 1.1662629007187204 2.4803613617550573 1.2452464984962706 9.0862335192505252 0.63326980872079575 1.8136353065492583 1.9173198565840719 2.105647801712621 2.1230015456676483 0.56664933986030519 3.2079157653497532 138.08504012306366 3.4982485427753991 1.4424927532672871 55.85789549407491
leaf_count=279 20 30 18 19 16 15 5 31 39 32 8 37 60 31 15 29 22 16 78 6 33 6 20 7 54 30 2202 31 13 832
internal_value=1.95434e-05 -0.00119927 0.000627076 -0.0243542 -0.0406331 -0.0165695 -0.0503513 -0.0251206 -0.0648823 -0.000591875 -0.0426669 -0.014928 0.000547817 0.0177492 -0.0145722 -0.063845 -0.0010653 0.000962455 -0.000142229 -0.0208814 -0.0378852 -0.0247906 -0.0548089 -0.01393 -0.0843846 0.0486351 0.000666747 0.019257 0.00361697 -0.000428314
internal_weight=283.057 211.426 195.969 15.457 10.9616 8.74223 6.34821 4.97431 3.53553 191.197 5.0424 3.16915 186.155 15.9605 7.79903 2.45404 170.194 154.395 151.915 15.7991 9.15952 7.34589 5.42857 3.32292 1.19992 8.16151 150.67 12.5845 71.6314 57.3004
internal_count=4034 2910 2765 145 125 106 90 75 70 2735 63 45 2672 137 76 44 2535 2349 2327 186 126 93 87 67 60 61 2311 109 1124 845
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 0 1 0 1 1 0 2 0 0 2 1 2 0 1 2 0 2 1 1 1 0 1 2 2
split_gain=0.133203 0.793424 1.14424 0.909821 0.865797 0.915785 0.716631 1.77332 0.911689 0.589069 0.527514 1.1168 0.833863 0.633662 0.514284 0.504619 4.25907 2.24388 2.3221 2.78744 2.2467 2.21323 3.08072 2.07716 1.82768 2.86482 2.58121 1.61227 1.48076 1.19873
threshold=0.34509445825000007 0.47604862130000009 44.756878345700009 0.47709649410000005 0.47721625100000004 0.4778150355000001 0.4815274992000001 0.34494476210000008 0.48351845755000006 0.34530403280000005 0.34485494450000004 0.47604862130000009 41.092444989200011 0.47883296910000012 0.47464147780000004 42.141702038450013 0.34524415440000006 42.006870117350005 0.47997065955000012 0.34566330350000002 41.319407281650008 0.47997065955000012 42.753078181500008 0.3459626957000001 0.34569324270000007 0.34587287805000005 0.49336846205000007 0.34575312120000007 41.385032804600009 42.283941020600004
decision_type=2 2 2 2 2 2 2 2 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 9 -5 -6 7 10 -8 -3 11 14 -13 -12 -1 17 -17 18 19 -7 -20 22 -18 27 -22 -26 -27 -23 -28 -25
right_child=1 3 -4 4 5 15 8 -9 -10 -11 13 12 -14 -15 -16 16 21 -19 20 -21 24 23 -24 29 25 26 28 -29 -30 -31
leaf_value=0.0018285654826821407 -0.10617587574238314 0.086636446295835806 0.036688374156858265 -0.05583977795604092 0.038363832583439249 0.0044470186464841679 0.047738362340503007 -0.067036438905854159 -0.016554076482347271 0.017402060160901036 -0.0078512663021872899 -0.013372354777901342 -0.074496932027223697 0.070558151731790905 0.074777507802849225 -0.1571737013093753 -0.15789865594789387 0.055628958041795698 0.0017870167499374372 0.097509850244859114 -0.11881038277727417 0.014083099153897464 0.0054842975440791333 -0.093374085167674287 0.05685223376434409 -0.11654015366696316 0.083259886190410137 0.092748198196568793 -0.032664051032313519 -0.00430322279948881
leaf_weight=22.119474528379218 1.582191975325258 1.9298277022317041 0.86827962566167105 2.6779386885464183 6.4927352145314208 8.4918953999876958 5.2784515358507615 4.8429889977269331 3.7887134030461311 3.3835951117798686 2.0782662175479336 6.1794403679668886 3.4936476750299335 2.0446986109018326 1.0105706879403431 1.8474369337782253 2.1161330025643101 7.7503424479509695 115.94697280367109 5.1828429698944083 2.28611592948437 7.9030693732202035 2.5385465929284692 1.5751183813845262 3.5213053114712265 3.6348957829177371 1.2557757988979563 3.88673385232687 8.9919241228635638 37.090846863720799
leaf_count=500 186 19 55 16 38 37 20 35 24 37 35 29 28 6 17 18 31 47 1417 29 20 46 24 34 13 21 18 55 166 1013
internal_value=2.47891e-05 0.00104483 -0.0555546 0.0016518 0.000678199 0.00136456 -0.00460936 -0.0101412 0.0208738 0.0425479 -0.00267918 -0.00691656 -0.0354488 0.0310343 0.00501576 0.000242113 -0.0078212 0.00316624 0.00044305 0.0397186 -0.00351666 -0.00281454 -0.0687937 0.00327221 -0.034748 -0.0237058 -0.0441393 0.0400166 -0.0184585 -0.00793166
internal_weight=281.791 230.955 2.45047 228.504 223.191 220.513 50.8363 41.7691 9.06716 5.31342 36.9261 32.8031 9.67309 4.12296 23.13 214.02 56.9579 157.062 149.312 13.6747 135.637 55.1104 4.65468 50.4558 19.69 17.4039 13.8826 11.7898 10.2477 38.666
internal_count=4034 3340 241 3099 3043 3027 694 650 44 56 615 574 57 41 517 2989 1221 1768 1721 66 1655 1203 55 1148 238 218 205 101 184 1047
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 0 1 0 0 0 2 2 1 0 1 2 1 1 2 2 2 2 1 0 2 1 1 2
split_gain=0.13256 0.833874 0.734892 1.94143 1.25453 0.683995 2.03009 1.18319 0.801972 1.5 1.22076 1.19007 0.845125 1.95136 1.48328 0.824115 0.772342 1.50608 0.682027 1.05033 0.669598 0.641899 0.856829 0.607288 1.28606 1.54789 1.19311 1.35106 0.661896 0.57585
threshold=42.779078631750004 42.824128352900011 42.67709657435001 0.48351845755000006 0.48119816770000007 0.54228915300000013 0.54386096225000014 0.53544804050000006 0.39814676205000005 0.51675099550000014 0.50339810185000011 0.49336846205000007 43.077238082650005 43.157831852650006 0.34545372890000009 0.53475943835000017 0.39162001140000008 48.86568841230001 0.34674111555000003 0.34569324270000007 48.96897326980001 43.272784938550004 43.525909308350002 43.752965619700007 0.34524415440000006 0.39718870690000002 48.96897326980001 0.32168198560000011 0.34494476210000008 49.835088602800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 7 -7 8 9 10 11 12 14 -14 -3 20 -11 -18 19 23 -10 -8 -23 28 25 -25 27 -27 -15 -24
right_child=1 5 3 -5 -6 6 21 -9 15 16 -12 -13 13 18 -16 -17 17 -19 -20 -21 -22 22 29 24 -26 26 -28 -29 -30 -31
leaf_value=-2.3772781719853114e-05 -0.096595834993924476 0.075780800778206273 0.017313477277957536 -0.064795282391454517 0.10778526345482389 0.10464505442923773 -0.11329880215990709 -0.067785159706000297 -0.10746692025351934 -0.13044474741083276 0.052760792256145821 -0.083131969405193767 -0.14623342319057311 0.0062690084748849729 -0.023794140284365092 0.15111948847737394 -0.1068013675951802 0.1215599274703399 0.037864002324694161 -0.079789436542669498 0.086207314882014038 0.057887993450874066 -0.10577319271752179 0.011710636794778311 0.065138591799014794 0.053950366494970675 -0.19690984371624687 -0.12821027129833165 -0.07333234094956996 0.035025186471453279
leaf_weight=223.71999407210023 0.96790178050286968 3.385844416683546 3.5268970436882219 1.6690936876257181 2.7106877937912941 2.199353680945932 0.60074298016843419 2.9877994441194451 0.32976657076505833 1.3641717657446855 3.9198656582739195 1.9001779612153757 1.0075608153129021 1.9543018499971463 2.6801426235469989 0.67690169811248779 0.77073752181604482 0.46187505207490176 3.3195271188742472 2.0013194854836902 0.38919977156911045 1.3212151648476722 0.83647003690566613 7.6828811437007953 2.9789516660384825 0.81999632541555934 0.64821450412273396 0.80872245761565864 2.2440918055362999 0.44501894677523524
leaf_count=2616 15 38 25 22 51 9 42 34 79 22 45 16 48 40 33 1 95 6 95 28 46 15 261 81 17 31 9 30 21 163
internal_value=3.80074e-05 -0.00470431 0.00103515 0.0309973 0.0566301 -0.00284106 0.0306658 -0.00711751 -0.00251041 -0.00524861 0.000139832 -0.00642255 -0.00148676 -0.0100878 0.0317855 0.0719308 -0.0786047 -0.0212316 -0.00397977 -0.0112375 -0.00262478 -0.0201253 0.00138059 -0.00323181 0.00749136 -0.00975076 -0.0821663 -0.0364995 -0.0362789 -0.0568785
internal_weight=280.329 48.7028 231.627 7.90668 6.23758 47.7349 5.4028 42.332 39.3443 37.9484 35.3516 31.4317 29.5316 23.4656 6.06599 1.39587 2.59678 1.23261 22.458 19.1385 0.718966 3.20345 2.6027 17.1372 12.9388 9.95981 2.27693 1.62872 4.19839 1.28149
internal_count=4034 1320 2714 98 76 1305 490 815 781 655 532 487 471 400 71 126 123 101 352 257 125 481 439 229 168 151 70 61 61 424
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 1 1 1 1 0 2 2 0 2 0 2 2 2 0 0 1 1 1 2 2 0 1 0 1
split_gain=0.119374 2.20062 1.60044 3.09154 1.92601 0.70439 2.48749 0.833514 1.76322 1.34078 1.25461 0.615154 1.569 1.44343 1.82966 4.10437 2.30779 1.7798 2.28634 1.53963 2.52626 2.43611 1.44259 1.11425 1.07793 2.60333 1.25617 1.02193 2.69953 1.61433
threshold=0.48537468940000006 0.48386275860000011 0.34494476210000008 0.48797940185000005 41.50623664750001 0.49094338495000006 0.34623214870000002 0.34829795515000012 0.35862698720000002 0.36359689830000008 0.49649711085000009 41.385032804600009 41.806790701050012 0.48068920095000006 42.686561923500008 0.47943175355000006 41.872294782850005 42.865207177650007 43.426640904350009 0.47396784530000008 0.46989611090000011 0.34542378970000004 0.34542378970000004 0.3459626957000001 43.631818398850008 44.169240047700008 0.47769527860000011 0.35471991855000007 0.48028502140000007 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 -4 -5 -7 -8 10 -10 -9 27 -13 14 15 16 -14 -16 -19 20 -18 -21 -15 -24 -20 -26 -27 29 -29 -1
right_child=2 -3 3 5 -6 6 7 8 9 -11 -12 12 13 22 17 -17 19 18 24 21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0093884430618379807 -0.082901203389375233 -0.075360433952051553 0.10380147962667173 -0.032181327053579421 0.0047385953289913515 0.15220309245781 -0.065293243598341821 -0.0024155651887847636 -0.072196222656541756 -0.00017004944515859726 0.084413495149106232 0.035670912088833433 0.070224967750524878 -0.022670401667791541 0.065119759523804666 -0.18367141417583516 -0.11054175471935229 -0.12438639541260491 0.069463316568092209 -0.14243230994736797 0.16553313590272578 -0.0057471421757974437 0.067578200191911644 -0.0032204992955254595 -0.13455278257830627 -0.0063909514292263686 0.086716181895062264 0.030345585546716819 -0.20867144303163127 0.076285857704120608
leaf_weight=45.34671775010429 2.2022185809910289 3.9937107115983954 4.7774299979209882 6.611442983208689 3.3310440332279541 1.0826683342456807 1.9255127273499955 2.7543066106736651 2.6352029368281356 134.34183468921401 4.2041992992162704 14.467442899185697 2.1639313622144964 4.5870720744132987 3.7820658914861296 1.840158026665448 0.58344858494820051 1.6015428206592357 2.0062906141392913 2.5852372208610177 0.76742731593549252 2.6308797504752874 6.9253279194235784 3.2738486994057894 1.4767669264692802 11.240809813491067 1.6634862329810847 1.0235870625183441 0.87772482342552383 2.3114434694871298
leaf_count=489 18 30 27 49 26 2 11 27 21 2430 47 85 12 23 35 21 57 108 30 43 2 29 73 14 56 192 6 39 9 23
internal_value=3.92548e-05 -0.00242823 0.00177316 0.00292662 0.0631054 -0.000251122 0.00118552 6.45719e-05 0.000938903 -0.00155571 0.0500449 0.000192157 0.00686506 -0.00197776 -0.013811 -0.0479444 -0.0193382 0.00276282 -0.0103474 -0.0488507 0.0462953 -0.0734917 0.0239051 0.0448524 0.000797701 -0.00878178 0.00561144 -0.00810137 -0.0799946 -0.0052332
internal_weight=279.015 115.149 163.866 161.664 8.10847 153.555 146.944 145.861 143.936 136.977 6.95851 111.155 61.5957 47.1283 32.342 10.5711 8.73092 21.771 17.9889 6.56699 1.35088 5.21612 14.7862 10.1992 16.3874 14.3811 12.9043 49.5595 1.90131 47.6582
internal_count=4034 1376 2658 2640 53 2587 2538 2536 2525 2451 74 1346 786 701 591 164 143 427 392 131 59 72 110 87 284 254 198 560 48 512
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 0 1 0 2 2 1 0 1 2 2 0 1 0 1 0 0 2 2 2 0 0 2 2 1
split_gain=0.121035 0.328735 2.25591 0.71349 0.415319 0.672083 0.324652 0.272602 1.0809 0.905004 1.02996 0.17111 0.739923 0.490398 0.373366 0.439853 0.271405 1.08054 0.422147 0.624069 0.377036 0.454114 1.0497 1.75834 2.70099 0.536643 1.4573 1.41651 1.56935 1.5382
threshold=0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.55677973715000018 0.55832160710000012 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.32388251845000005 0.45589952400000006 0.31761025120000003 34.466665687600006 34.41230404325001 0.45994131915000008 0.34311846950000008 0.46989611090000011 0.34219035360000005 0.47515044460000005 0.47700667645000011 41.385032804600009 42.686561923500008 42.719328117250008 0.4778150355000001 0.47808448850000007 41.147265497500008 41.898943182100005 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 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 11 -3 -4 -5 -6 -7 8 9 10 -1 13 14 -2 15 -13 -14 18 19 -18 -19 22 -22 -24 -25 27 -27 -23 -29 -30
right_child=1 2 3 4 5 6 -8 -9 -10 -11 -12 12 16 -15 -16 -17 17 20 -20 -21 21 25 23 24 -26 26 -28 28 29 -31
leaf_value=-0.10393789918545318 -0.014766761053480962 -0.17809970150292773 0.11234743005730781 0.10800467967479495 -0.11525278829029893 0.11140041936143091 -0.10121426013151487 0.036713255344005012 -0.11350831632915695 -0.10804127582785888 0.088388757488711292 -0.11683761894619933 0.03983642173481685 0.040589173319985489 -0.11389042493626722 0.087342115775880566 -0.075723098253504539 0.029754616016045968 -0.088959183748983886 0.026117399328251398 0.02713474410944447 -0.034572993319211563 -0.13970433951521163 0.15655866841832805 -0.10623418606484458 -0.09788174570955667 6.2402516474791418e-05 0.062925401601039446 -0.064380686923240643 0.035552311961566899
leaf_weight=0.33689043959020604 2.8682671381393439 0.77741892635822241 0.62285305117256928 0.20750990509986855 0.58251425252819899 0.27779683470726013 0.096858144148427527 2.814890818670392 0.72076059726532538 0.4126753658056258 1.6050873212516308 0.18418434456179855 1.7037292973400315 3.6203900562250055 0.86028918725787662 0.24699370004236698 1.184999832417815 4.3639465123269465 1.71271709469147 1.2224457114934921 2.0220238305628291 4.0862481743097332 1.5816794252023103 0.69779038429260232 0.8898763619363308 1.5294128777459253 225.80021244386444 7.6476292163133603 2.5528214443475008 3.8832590226083994
leaf_count=123 82 13 5 1 84 1 164 16 35 10 12 50 72 44 166 8 36 56 16 7 12 18 28 1 59 18 2813 24 27 33
internal_value=4.5537e-05 -0.000262449 -0.0358928 0.0259547 -0.0202469 -0.0480512 0.0564339 0.014227 -0.00635437 0.0264455 0.0550243 7.77219e-05 -0.000319308 0.0161195 -0.0758249 0.000123596 5.44792e-05 -0.000207034 -0.0510093 -0.0240108 0.000613627 0.00010635 -0.029162 -0.0650789 0.00926507 0.000725263 -0.000596539 0.0172627 0.0323023 -0.00408534
internal_weight=277.114 271.224 2.56495 1.78753 1.16468 0.957169 0.374655 5.8903 3.07541 2.35465 1.94198 268.659 262.17 6.48866 1.29147 0.431178 260.879 259.175 4.12016 2.40745 255.055 250.691 5.19137 3.16935 1.58767 245.5 227.33 18.17 14.0837 6.43608
internal_count=4034 3838 268 255 250 249 165 196 180 145 135 3570 3444 126 224 58 3220 3148 59 43 3089 3033 100 88 60 2933 2831 102 84 60
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 0 0 1 1 1 1 2 0 2 0 1 0 0 2 1 2 0 1 0 2 0 1 0 2
split_gain=0.107688 0.795774 0.447478 2.66527 0.985132 1.06226 0.933038 2.85049 0.811349 2.70114 1.11564 1.83946 1.10451 0.69669 0.685427 0.68488 1.73434 1.49753 1.33543 1.14893 1.57838 1.08789 1.48509 1.06859 1.17533 3.87293 1.21646 1.73517 0.881208 0.553573
threshold=39.458743938000005 39.525197829750006 0.39072183470000005 0.52770875125000016 0.52889135055000014 0.53544804050000006 0.54228915300000013 0.54386096225000014 0.40509266190000009 0.4349121284000001 0.43639411995000005 0.44805544745000009 36.728658719300007 0.5296248615500001 38.804080188450008 0.52005927965000021 0.38370108680000009 0.51191581090000016 0.50410167360000013 38.625745710700009 0.34542378970000004 37.137227079750012 0.4778150355000001 0.36533337325000009 0.50278434775000014 36.491284729650012 0.49336846205000007 0.34398670700000006 0.5231430197000001 39.256147742250008
decision_type=2 2 2 2 2 2 2 2 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 15 14 -5 13 -7 -8 -9 -10 -11 -12 -13 -6 -4 16 17 18 19 21 -21 23 -23 24 25 26 27 -1 -17 -14
right_child=1 -3 3 4 5 6 7 8 9 10 11 12 29 -15 -16 28 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.049495568881252491 -0.062224923411056121 -0.00048896143203819807 -0.14412357962899078 0.065954121650377062 -0.0081070706141357207 0.03605518481497054 -0.16862415624263075 0.071754900473699132 -0.11379016857936711 0.1126055029283911 -0.12608826911602783 -0.12485459919035545 0.020184368040042849 -0.11816003668480675 -0.038807334540133999 0.055294643264450861 -0.075198644729811026 0.090235542044031655 -0.073411045564132582 0.01138746828788182 -0.086856781509600092 -0.0029056981508222158 0.08526884025683229 -0.040767513687224713 0.12561439764734156 -0.15107265187314134 0.088448911958014825 -0.11480492196888453 -0.003360059963575308 0.10082212196469519
leaf_weight=2.0399019462056587 2.109642755938693 202.74392318704849 1.5853058309294312 2.2879858221858766 1.0731421560049086 6.3545118682086494 1.0504172779619683 1.5068885833024968 1.9272878799820308 1.0710302945226411 0.95650918778846961 0.47493848357407831 5.2152752612601034 1.2397518623620269 1.0127630680799482 6.3562309294939023 2.6431303024291983 2.1235368549823752 2.1077836230397216 4.3237693302799007 2.6300025843083858 3.178488482895772 4.7868368774652481 3.8786725094541898 0.9817826747894286 1.2488160745415369 2.9334861412644386 0.93851584490403173 4.2901900969445705 1.0174099619034676
leaf_count=101 32 2878 44 14 9 30 9 5 99 5 47 195 151 34 9 30 18 8 19 29 23 49 28 23 2 25 20 65 21 12
internal_value=3.98814e-05 -0.00112474 0.00338905 -0.0068246 0.00351874 -0.00300797 0.00456483 -0.0105721 0.00307048 -0.00663646 0.0170055 0.00364576 0.0221459 -0.0670974 -0.10307 0.00953942 0.00257531 0.00916999 0.00324375 0.00924116 -0.0257697 0.0214223 0.0500836 0.00243102 0.0230086 0.00894066 0.0427415 -0.00227642 0.0316585 0.0333475
internal_weight=276.088 204.854 71.2344 26.7732 24.1751 21.8872 19.5743 13.2198 12.1693 10.6625 8.73516 7.66413 6.70762 2.31289 2.59807 44.4611 33.8147 31.1716 29.0481 26.9403 6.95377 19.9865 7.96533 12.0212 8.1425 7.16072 5.9119 2.97842 10.6464 6.23269
internal_count=4034 2910 1124 663 610 596 553 523 514 509 410 405 358 43 53 461 410 392 384 365 52 313 77 236 213 211 186 166 51 163
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 0 2 0 0 2 2 2 1 1 2 0 2 1 0 1 1 0 2 1 0 1 1 0 0 1
split_gain=0.10474 1.44142 1.23338 0.549484 0.571182 0.797856 0.48617 0.295403 0.817805 1.45774 1.81518 0.616315 0.57129 1.08435 1.10456 0.72681 0.502259 0.748927 0.73208 0.510105 0.720708 1.32805 0.278112 0.276724 0.441076 0.365573 0.753542 0.97129 1.56461 1.10373
threshold=0.46476153410000004 38.903925214650009 0.4662734648500001 0.46280051495000007 0.45368402140000008 0.58415915690000009 42.522337019050006 0.5654770815500002 0.55832160710000012 38.903925214650009 40.844669808050007 41.535369675400013 0.43401395170000007 0.42922367590000005 42.066503896600004 0.54797760550000019 42.558389508100007 0.44805544745000009 0.56915960600000015 0.45036076765000005 0.43837010870000009 0.57537199485000012 42.536568606950006 0.42473279245000012 0.54228915300000013 0.42114008565000011 0.41988263825000011 0.5398790455000001 0.54136103710000005 0.40667944075000007
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -4 8 12 -10 -11 -12 13 23 -15 -14 18 -18 -9 20 -20 -22 -8 25 -25 26 27 -1 -29 -30
right_child=1 2 6 -5 5 -7 22 16 9 10 11 -13 15 14 -16 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.001166932308892861 -0.13896766642953695 0.1006974546857768 -0.10890300550001103 0.053494171918910795 -0.10580854702898307 0.048843440881736401 0.1082164595796487 0.061168084765037503 0.048350567557039245 -0.14803368100062436 0.024657058376390512 -0.060315112536068 0.083943091210918475 -0.12715063946215413 0.032718601046709948 0.0052076392404159077 -0.11188206179090428 0.011597857284434515 0.032227939893597034 0.0412260032853922 -0.13902523885707138 0.02422493716020252 -0.10070666333318908 0.067596518776143491 -0.0042566757554408172 -0.028800255866236708 0.03960511287953334 -0.10597120263237801 0.022587409001171455 -0.044161096991425175
leaf_weight=218.21799377042771 0.73507505188172162 1.028273338335566 0.62333561066770915 1.9236723174108181 1.1210454132524308 0.47490976669359941 0.2121671736240387 3.6379396964330208 1.5919863539747883 1.6354322740808127 1.6255138292908671 1.7974881712871136 1.8337264661677171 1.3105909256264556 0.64480442806961935 3.2509280992671847 0.70491365731140776 1.6200340750510802 1.5055534213315698 2.2262460822239518 1.0220014930237082 0.97249522854690429 0.091062615130795166 1.5691559777478681 1.8753453986719248 4.3486884902231386 4.8169931191951028 2.1208960711956015 4.8742627484025416 5.037651981721865
leaf_count=2374 242 8 243 13 123 53 1 22 20 22 6 37 54 45 19 25 66 15 30 37 20 37 277 25 19 39 25 15 50 72
internal_value=4.37242e-05 -0.019592 0.0252966 0.000238081 -0.000141583 -0.0597886 -0.0583809 0.0002133 -0.000495053 -0.0351047 -0.0613697 -0.0199636 0.000425986 -0.00026307 -0.0744327 0.0336027 0.0157601 -0.0258407 0.0260887 0.00380259 -0.020001 -0.0594262 0.045475 0.000334106 0.0284763 -7.07777e-05 0.00046071 -0.000358216 -0.0280172 -0.011337
internal_weight=274.45 2.68991 1.95484 271.76 269.837 1.59596 0.926565 268.241 256.551 6.65042 5.05843 3.423 249.901 244.816 1.9554 5.08465 11.6892 2.32495 9.36424 5.7263 3.50005 1.9945 0.30323 242.861 3.4445 239.416 235.068 230.251 12.0328 9.91191
internal_count=4034 771 529 3263 3250 176 521 3074 2847 85 65 43 2762 2683 64 79 227 81 146 124 87 57 278 2619 44 2575 2536 2511 137 122
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 2 1 1 2 2 0 2 0 2 2 1 0 1 2 1 2 1 2 0 0 0 2 2 2
split_gain=0.113253 1.79084 1.30195 2.59981 1.82225 1.9626 1.78146 1.47476 1.99441 0.480985 1.19316 1.20281 1.43118 3.64643 1.86489 1.40181 1.21486 1.181 2.23779 2.13187 0.979614 0.956313 0.915722 1.29321 0.903015 0.76112 2.20925 0.726077 1.6136 1.47688
threshold=0.48537468940000006 0.48386275860000011 0.34494476210000008 0.48797940185000005 0.34521421515000011 0.34530403280000005 41.50623664750001 0.34587287805000005 0.34641178410000012 41.385032804600009 41.806790701050012 0.48068920095000006 42.686561923500008 0.47943175355000006 41.872294782850005 42.719328117250008 0.34542378970000004 0.47396784530000008 0.34542378970000004 42.488347682450005 0.3459626957000001 39.051326806600009 0.34530403280000005 41.681597818500002 0.46898296455000005 0.47769527860000011 0.46898296455000005 40.159267750750011 39.664548207900005 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 6 -5 -6 -4 -7 -9 21 22 12 13 14 -12 -14 -13 19 -19 -16 -18 24 -11 -24 -1 26 -17 28 -23 -29
right_child=2 -3 3 4 5 7 -8 8 -10 10 11 16 15 -15 17 25 20 18 -20 -21 -22 27 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.016065673420529496 -0.074434690424682842 -0.068114475031917782 0.10122655654251496 0.15990240586372495 -0.14117890760133531 0.089931997019947446 0.0041987012121171945 -0.1471901176978298 -9.5999857240594536e-05 0.054166365619490599 0.066633728785864196 -0.020298489934443453 0.096892049639166478 -0.17587123148278183 -0.1103499316094156 0.0028329439674652807 0.064038460749569939 -0.13849957174349009 -0.0027893968247811596 0.15135493549406306 -0.0028818377095706908 -0.00045038738801443033 -0.045013792943489846 0.046968354955735092 0.0431099008187069 0.025639522828583835 -0.095153518935162315 0.026273178592805365 -0.077575888971274626 -0.02252028035984566
leaf_weight=4.3310847729117068 2.2128470651805392 3.9995012693107119 4.3913161605596533 0.70845842361450095 0.99012035131454368 1.8044887930154789 3.3250827253650641 0.92762546613812347 146.05688482552068 7.8730531324981694 2.0366371936979721 4.6254299804568282 1.4457190781831766 1.7357755638658989 0.53542270994512342 10.916649228282042 6.5874448344111425 2.2793966527096927 2.6021492863073945 0.74351870096870698 3.2749474532902241 5.806937145534901 2.9527388215065002 3.1688456654082984 6.3736790821421891 5.6863229302689424 2.9155046811792991 9.3753705439157802 5.0908759405720048 18.334535969275748
leaf_count=219 18 30 27 1 8 12 26 7 2559 42 12 23 4 21 46 272 73 43 29 13 14 34 14 29 41 42 109 50 33 183
internal_value=3.23691e-05 -0.00239724 0.00173915 0.00280462 -9.81966e-05 -0.000855003 0.0594162 7.87863e-05 -0.00102432 2.09335e-05 0.00608309 -0.00178837 -0.0129361 -0.0442033 -0.016322 0.00187839 0.0219855 -0.0437469 -0.0661581 0.0417934 0.0418166 -0.0072788 0.0316104 0.00260088 0.0191678 -0.0051592 -0.0178204 -0.0146117 -0.0364793 -0.0060115
internal_weight=273.108 112.692 160.417 158.204 150.488 149.779 7.7164 148.789 146.985 108.692 59.3796 45.3849 30.8971 9.9329 8.19712 20.9642 14.4878 6.16049 4.88155 1.27894 9.86239 49.3125 13.9946 6.12158 10.7048 19.5185 13.8322 38.6077 10.8978 27.7099
internal_count=4034 1376 2658 2640 2587 2586 53 2578 2566 1346 786 701 591 164 143 427 110 131 72 59 87 560 85 43 260 423 381 300 67 233
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 1 1 2 0 1 1 0 0 2 2 2 0 0 2 0 1 0 0 2 1 1 1 0
split_gain=0.108507 0.413147 0.909289 0.672937 0.323523 0.357901 0.218683 0.146433 0.286008 1.13212 0.925741 0.49849 0.54961 1.32841 0.801999 0.438886 0.43876 0.282467 0.884403 0.772916 0.477332 0.65139 0.369932 0.229752 0.520595 0.697012 0.4182 0.632022 1.86011 0.45733
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.58650938595000024 42.522337019050006 42.536568606950006 0.46280051495000007 0.45206730335000006 38.903925214650009 0.56859076075000015 0.44922307715000004 0.43837010870000009 0.56915960600000015 0.5681267027500001 40.844669808050007 40.890797847750008 33.151194885250007 0.51675099550000014 0.51505942935000004 34.654301448200009 0.51191581090000016 0.31100865245000009 0.5654770815500002 0.55769288345000012 41.092444989200011 0.43401395170000007 0.42875961800000006 0.42953803780000005 0.54797760550000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 11 -10 15 12 14 -14 17 -11 -17 18 19 22 21 -19 -1 24 26 -26 27 -22 -29 -28
right_child=1 2 3 4 5 6 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 20 -20 -21 23 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.10435676205321487 -0.10248930306548978 0.10353987921808042 -0.1132873552253614 0.09079699610301796 -0.10874091548244558 0.10737443937430663 -0.1003069588675623 0.020017339797119223 0.048230452138869402 -0.13983235425659588 0.0084653863929743042 0.038616132910361471 0.0035010523174410051 -0.1313517659024428 0.059966156614410862 0.012435562505443087 -0.11891167481962267 0.002796853241538695 0.0016145024859805152 -0.25800860833359412 -3.116538585783521e-05 0.079392636556302632 -0.10393088708475501 0.031306865415387741 0.01888479903832959 -0.074008823076496894 0.077921046319037388 0.070551282951179906 -0.1268711321230476 -0.0065608051757487483
leaf_weight=0.12097705155610983 0.49471936357440371 0.60149707423988763 0.71109555722796336 0.35691957385279238 0.28664232783194166 0.19342248141765594 0.068712779691850301 3.6936565969372159 1.5311029921285797 1.1082139518111951 1.3987702815793452 3.3735818788409224 2.2401004256389565 1.0839606099470982 2.2444217414595178 0.54401672631502129 0.47759247123030946 2.9360364063759326 1.9717562294099478 0.27997449040412903 233.30482148930605 1.7854551635682581 0.28889484714818536 2.2725617584073907 1.2914228378795081 2.1566058159805834 1.4235298053245053 0.74714651124668252 1.3211470619717145 1.1653118245303629
leaf_count=1 433 11 80 6 135 1 267 33 19 24 14 16 31 38 31 2 71 43 24 2 2438 16 82 22 27 42 39 28 48 10
internal_value=4.28505e-05 -0.0198558 -0.00142698 -0.0404779 0.0166874 -0.0315127 0.0529355 0.000243717 -3.18239e-05 -0.0235792 -0.0547383 0.000426402 -7.56203e-05 -0.0404738 0.000454505 -0.0962476 -0.048968 -7.75043e-05 -0.0324815 -0.129936 0.000269698 0.0317619 -0.0424531 -0.000340482 -0.000638401 -0.0392165 -7.94109e-05 -0.000519067 -0.0555546 0.0398933
internal_weight=271.474 2.71301 2.21829 1.61679 0.905697 0.548778 0.262135 268.761 265.067 5.0597 3.52859 260.008 256.634 3.32406 253.31 2.12982 1.02161 251.066 2.6616 0.689846 248.404 4.72149 0.409872 243.683 241.41 3.44803 237.962 235.373 2.06829 2.58884
internal_count=4034 933 500 489 409 403 268 3101 3068 130 111 2938 2922 69 2853 97 73 2822 109 85 2713 59 83 2654 2632 69 2563 2514 76 49
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 2 1 0 2 2 1 1 0 0 1 2 0 0 2 1 1 1 0 0 1 0 1 1 1 1
split_gain=0.100959 1.25983 1.1056 0.427158 0.401589 0.231444 0.221262 0.946279 0.534195 0.526447 0.313806 0.257996 0.443408 0.494601 0.968312 0.388792 0.382735 1.05891 0.970523 0.336643 0.557985 1.63835 0.402321 0.201704 0.697266 0.472148 0.817869 0.3699 0.993919 1.02759
threshold=0.46476153410000004 38.903925214650009 0.4662734648500001 0.46280051495000007 42.522337019050006 42.536568606950006 0.45206730335000006 0.56294721715000018 39.458743938000005 40.844669808050007 0.44922307715000004 0.43837010870000009 0.5654770815500002 0.55769288345000012 0.4317685099500001 41.674196414850009 0.56915960600000015 0.57537199485000012 40.94178426300001 0.43401395170000007 0.42875961800000006 0.42953803780000005 0.54797760550000019 0.55257327625000008 0.42209814075000007 0.54646567465000018 0.41236789315000005 0.42473279245000012 0.42114008565000011 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -4 -6 10 -8 -9 -10 11 12 13 19 -15 -14 -13 -18 -19 20 23 -22 -21 25 -25 27 -27 28 29 -1
right_child=1 2 4 -5 5 -7 7 8 9 -11 -12 16 15 14 -16 -17 17 18 -20 22 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=9.5422924737779998e-05 -0.13617355964659789 0.09797198276722574 -0.10841999892852767 0.048012142536336649 0.10662363744898487 -0.10067037622430414 -0.12763230337004558 0.021882302660970632 -0.13978118373746976 -0.015758381522118888 0.030379359034432524 0.0031544923604634951 0.055485569714609474 -0.12583619343291039 -0.0062411981982704728 -0.0019665767559908644 -0.12867827748266294 0.10326366929370033 -0.11015895985943791 0.073497165391200256 0.06539184114532845 -0.12432278191017671 -0.0063931368125170951 -0.026018647441616388 0.075195642381650163 0.041432373675451897 -0.075143702788064981 0.040651129653846083 -0.064970095471710246 0.067832452400408624
leaf_weight=227.89986582035635 0.67675968518960816 0.94471944691031218 0.55937930625805166 1.8570087433326978 0.17618528008460999 0.077576354469783837 0.71059129529748943 3.0064659503404982 0.45574696097173717 1.3744055196584666 3.4238972009625277 2.2377140820608465 2.7024170593940644 0.91761263972148244 2.5818517825100571 2.0879616409656592 1.0001438515319021 0.55195340307545837 0.34703929672105005 1.3615869705099606 0.72660897456807916 1.2186702865146797 1.1737450286746023 1.2911270805634552 1.439474116079509 0.85840016711153966 2.0133844438241795 2.2719022512901565 2.3236505840905002 2.2618180736899367
leaf_count=2451 242 8 243 13 1 277 20 65 27 91 48 31 42 44 29 35 38 24 32 39 28 48 11 31 9 20 39 21 18 9
internal_value=3.35392e-05 -0.0202384 0.0243956 0.000217632 -0.0610866 0.0432527 -0.000115734 -0.0198783 -0.00404722 -0.0466427 0.000304792 -9.54627e-05 0.000309372 -0.000271917 -0.0376008 0.0304442 -0.0248669 -0.057884 0.0208759 0.00026162 -0.000117678 -0.0534598 0.0365115 0.000314031 0.0273379 3.49926e-06 -0.0402981 0.000496509 0.000104109 0.00076108
internal_weight=270.53 2.43462 1.75786 268.095 0.813141 0.253762 266.238 5.54721 4.83662 1.83015 260.691 257.267 253.13 248.34 3.49946 4.79038 4.13685 1.89914 0.898993 244.84 242.305 1.94528 2.53533 240.36 2.7306 237.629 2.87178 234.757 232.485 230.162
internal_count=4034 771 529 3263 521 278 3250 203 183 118 3047 2999 2874 2797 73 77 125 94 56 2724 2674 76 50 2598 40 2558 59 2499 2478 2460
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 0 1 0 1 1 0 1 1 1 1 1 0 1 1 0 0 0 2 1 1 2 0 1
split_gain=0.100083 0.355929 0.725101 0.587817 0.37936 0.294036 0.157561 0.153801 1.25561 1.59838 1.76141 0.785354 0.955652 0.681353 0.941033 1.12269 0.555442 0.73187 1.3688 0.400758 0.624969 0.329605 0.325302 0.903589 0.750461 2.22868 2.14328 1.59447 0.726314 0.669301
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.46112391845000006 0.59734738480000016 0.59897907245000015 0.55538756325000016 0.42953803780000005 0.54797760550000019 0.43401395170000007 0.4301667614500001 0.55769288345000012 0.43691805635000008 0.44805544745000009 0.43837010870000009 0.45036076765000005 0.46280051495000007 0.56341127510000011 0.42473279245000012 0.42780156285000009 0.54499865270000014 0.5398790455000001 0.54136103710000005 40.844669808050007 0.41911918805000009 0.40667944075000007 37.784765830350004 0.53833717555000005 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 19 10 -10 12 -9 -13 15 -15 -16 18 -18 22 -21 -12 28 -24 27 26 -26 -25 29 -1
right_child=1 2 3 4 5 6 -8 11 9 -11 21 13 -14 14 16 -17 17 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0010433912182761028 -0.10192957632081034 0.099852101726127476 -0.11291900755611098 0.10248033145785028 -0.10484926357032856 0.096717702564459315 -0.10005047566038605 0.011350440890539952 -0.12766100762565141 -0.13859129747534379 0.091130392726527024 0.045993697271151011 -0.12114170884989871 -0.0039812010394450967 0.059652830275462879 -0.12264655373273109 -0.091128340486528486 0.047422215303955247 0.013730874092451571 -0.00058399873584463128 0.083029026589712382 0.0055680523006917289 -0.063328811462101356 0.025711739370341082 0.030823563822062174 0.065444245223770806 -0.13823661025089792 -0.059296169876346616 0.02818582005287746 -0.025623204038847686
leaf_weight=197.19843762478376 0.4370331272912148 0.51375279331114132 0.61075854518276151 0.31639332059421577 0.28254449940868653 0.16787926258984953 0.053715684993221657 1.1960174541454791 0.84750001215434112 1.4768418887397272 0.87576656132296171 5.0338700815336805 0.99923075083643187 2.6445511697384094 2.4699566662311545 1.1413925713713977 1.6426142868585865 3.0345578383421525 5.1412377885135356 2.2276258793426673 1.4931399011402389 0.92655818839557469 2.9643415100872543 3.8689449599478412 1.6507321863900863 4.4161541822832078 1.3741136360331436 5.1349074244499207 9.4039475414901954 9.8838449266331718
leaf_count=2044 433 11 58 5 94 5 327 20 24 32 55 54 56 33 9 46 22 26 112 18 38 6 21 31 28 26 25 44 41 290
internal_value=2.47679e-05 -0.020382 -0.00205899 -0.0386393 0.0166503 -0.0372158 0.0490201 0.000206798 -0.000535246 -0.0552267 -0.00876459 0.00796823 -0.0489572 0.0138885 0.00383432 -0.0397566 0.0172643 0.00660091 -0.0116593 0.000406649 0.0329698 0.0471436 -0.000106969 -0.0125091 -0.00334831 0.0201506 -0.0459763 -0.0227684 0.00100495 -0.000229381
internal_weight=269.428 2.38208 1.94504 1.43129 0.820533 0.504139 0.221595 267.046 243.743 4.12667 2.64982 23.3034 2.19525 21.1082 16.0743 3.78594 12.2884 9.81841 6.78385 239.616 3.72077 1.80232 235.895 19.4092 16.4449 7.441 3.02485 9.00385 216.486 207.082
internal_count=4034 933 500 489 431 426 332 3101 2723 117 85 378 76 302 248 79 169 160 134 2606 56 61 2550 175 154 79 53 75 2375 2334
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 2 1 0 1 0 1 1 0 0 2 0 0 2 2 1 0 1 1 0 0 1 1 0 0 2
split_gain=0.118717 1.09477 0.989724 0.344406 0.335826 0.195408 0.159787 0.782269 0.470575 0.620553 0.246952 0.189976 0.343526 0.419838 0.477148 0.311278 0.842331 0.773872 0.297667 0.268209 0.275563 0.223588 1.33239 0.249037 0.214873 0.450027 0.882039 0.403043 1.25691 1.51559
threshold=0.46476153410000004 38.903925214650009 0.4662734648500001 0.46280051495000007 42.522337019050006 42.536568606950006 0.45206730335000006 0.56294721715000018 0.45368402140000008 0.58415915690000009 0.44922307715000004 0.43837010870000009 0.5654770815500002 0.55769288345000012 41.092444989200011 0.56915960600000015 0.57537199485000012 40.94178426300001 41.674196414850009 0.43401395170000007 0.54797760550000019 0.42651417625000004 0.42953803780000005 0.54136103710000005 0.55257327625000008 0.42114008565000011 0.42039160505000012 0.5398790455000001 0.54228915300000013 40.340071172300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -4 -6 10 -8 -9 -10 11 12 13 19 -15 -13 -17 -18 -14 21 -21 24 23 -23 25 26 27 -1 -29 -30
right_child=1 2 4 -5 5 -7 7 8 9 -11 -12 15 18 14 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00095802038006467078 -0.13434641232056493 0.09466943148986004 -0.10818544481508015 0.04428162109504058 0.10540488881636312 -0.1006627569044265 -0.12283872464872635 0.015307851554391298 -0.10531004466018364 0.045872629261777757 0.027433840771534247 0.0024244186858294954 0.049457935458152864 0.011235936018571787 -0.0658600220872613 -0.12398259858377302 0.099901364491175274 -0.10817920653489269 -0.0014057032068959755 0.06573064834435019 -0.002428655484954178 0.048928141199913566 -0.11958551292616776 -0.01699503926069856 0.029156456349849577 -0.032309426713968727 0.063857652798086459 -0.069431514900105698 -0.046042229650097133 0.035345622280833412
leaf_weight=216.14376048237318 0.63140275141267865 0.85083176670013905 0.5125009302610124 1.7613443806767453 0.14711098372936249 0.066964556728635216 0.61960318658384395 3.5144566539674997 0.83830923345522002 0.40155476061045192 3.3039339265960725 2.1628927157726134 2.6195540642074766 1.3278246996924274 2.0301287948386744 0.85067909018835031 0.47094443332753144 0.28805777330126148 2.051768995297607 1.2594001264078536 1.1212487602606414 1.1752905898611059 1.0419136400159912 1.1183032821863887 2.5455590425990513 4.2473560726502901 2.179265432059764 3.3979153956752262 3.9157078030984831 5.504359043945442
leaf_count=2374 242 8 243 13 1 277 20 20 110 53 48 31 42 31 42 38 24 32 35 39 11 30 48 18 36 39 10 24 40 55
internal_value=1.7074e-05 -0.0230706 0.0214707 0.000208868 -0.0642462 0.0409453 -8.503e-05 -0.0171522 -0.00337866 -0.0563465 0.000269426 -8.191e-05 0.000251969 -0.000256097 -0.0353742 -0.022356 -0.0556528 0.0209303 0.0271173 0.000227896 0.0336287 -0.000101676 -0.0258127 0.0167855 0.000258758 -5.37498e-05 0.000538968 -6.37015e-05 -0.0172925 0.00151454
internal_weight=268.1 2.20881 1.57741 265.891 0.726576 0.214076 264.13 5.37392 4.75432 1.23986 258.756 255.452 251.679 247.008 3.35795 3.77257 1.60968 0.759002 4.67132 243.65 2.38065 241.269 3.33551 2.29359 237.934 235.388 231.141 228.962 12.818 9.42007
internal_count=4034 771 529 3263 521 278 3250 203 183 163 3047 2999 2874 2797 73 125 94 56 77 2724 50 2674 96 48 2578 2542 2503 2493 119 95
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 1 0 1 2 1 1 2 1 0 0 2 0 0 1 1 1 0 2 0 1 2 2 1 0
split_gain=0.108913 1.44865 1.05538 2.20194 1.6642 0.478882 1.85443 0.705428 1.20069 2.10138 0.942948 1.89412 1.60297 0.866024 0.613329 1.47507 2.97397 1.16232 1.04436 1.92071 1.19676 1.40557 1.03992 0.540954 2.25606 1.80854 1.32013 1.5515 2.83843 1.78389
threshold=0.48537468940000006 0.48386275860000011 0.34494476210000008 0.48797940185000005 41.50623664750001 0.49094338495000006 0.34623214870000002 0.49336846205000007 0.35862698720000002 41.975471476700008 0.36945001650000003 0.37078231190000005 38.478081868400004 0.36533337325000009 0.5017514446000001 0.51401155655000019 41.898943182100005 0.5054040298000001 0.51675099550000014 0.38052752915000004 0.38370108680000009 0.38552737940000009 0.51191581090000016 42.360359531950003 0.53158588065000012 0.38780276035000005 41.975471476700008 41.385032804600009 0.42039160505000012 0.56188437470000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7 -8 9 -9 12 -12 13 -10 -13 16 22 -18 -17 -20 -21 -22 -16 26 25 -25 27 -23 -29 -30
right_child=2 -3 3 5 -6 6 7 8 10 -11 11 14 -14 -15 15 18 17 -19 19 20 21 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00017384438746385653 -0.066510843588558521 -0.061434228949209163 0.09912936375894621 -0.026258405961536026 0.0035803599126086466 0.1392532287656742 -0.061072285315137698 0.10393660550814024 0.025855100469314697 -0.007275317693673432 0.072846837841890985 0.061789798001369058 -0.078404441899680599 -0.037822289582303853 -0.13766805661123191 0.043743330745665943 0.087868340991889796 -0.044406347050663562 -0.1173134664940732 0.11366113981108164 -0.13535650430541576 0.0046858770483333241 -0.033393000210370782 0.10939378491380269 -0.0010262397193217063 -0.14301333978902495 0.047713910688977679 -0.15535626907937189 0.039046983424814899 -0.12581364348465604
leaf_weight=107.34314462548355 2.2345450967550269 4.0041459240019313 4.0448986813426009 6.6187597200041628 3.3182542876311345 0.96725431084632774 1.8474587723612774 3.0416243933141223 4.8042254634201509 3.849153995513916 3.6348923388868561 1.5596663725154929 4.0941559746861449 3.8452699240297079 2.6337158462265498 5.5649363468401125 1.6399749812990196 1.1166370004357302 1.394355481956153 0.93201021570712228 0.76337581069674243 66.983879962521314 1.5017253666883332 0.33121968805790247 15.248472852952544 1.9858657192235112 6.4625329523842074 1.7587828505784262 2.7429032027721409 0.86281165127002157
leaf_count=1346 18 30 27 49 26 2 14 41 26 31 30 23 38 22 45 28 17 31 16 7 9 1107 10 2 616 209 76 39 19 80
internal_value=1.15357e-05 -0.00237682 0.00171863 0.00271155 0.0560696 2.39892e-05 0.00127039 0.000307444 0.00113666 0.0418142 -0.0010218 0.00178906 -0.0268544 -0.00245369 -0.00048694 -0.00135478 -0.0461705 0.0342871 0.00158599 -0.000772625 0.000884317 -0.000197723 -0.0998021 0.000872839 -0.0149964 -0.106933 0.00440982 0.000541669 -0.051205 -0.000402523
internal_weight=267.131 111.347 155.783 153.549 7.36315 146.186 139.567 138.6 136.752 6.89078 129.861 117.118 12.7437 8.6495 113.483 111.923 6.89205 2.75661 105.031 99.4662 98.0719 97.1398 4.13544 96.3765 17.5656 2.31709 78.8109 72.3484 5.3645 3.60571
internal_count=4034 1376 2658 2640 53 2587 2538 2536 2522 72 2450 2364 86 48 2334 2311 103 48 2208 2180 2164 2157 55 2148 827 211 1321 1245 138 99
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=1 2 1 2 1 2 1 0 2 0 0 2 2 1 1 1 2 0 0 0 2 0 0 2 0 1 0 1 2 2
split_gain=0.109798 0.96258 0.848449 0.300604 0.279728 0.176054 0.142058 0.697052 0.405195 0.412771 0.529179 0.453685 0.603883 0.200258 0.170424 0.318509 0.816537 0.938371 0.628368 1.10196 0.423044 0.280958 0.739731 0.692588 0.276776 0.198516 0.183907 0.295881 0.316192 0.168511
threshold=0.46476153410000004 38.903925214650009 0.4662734648500001 42.522337019050006 0.46280051495000007 42.536568606950006 0.45206730335000006 0.56294721715000018 38.804080188450008 0.56859076075000015 0.56341127510000011 39.458743938000005 42.402981339000007 0.44922307715000004 0.43837010870000009 0.4349121284000001 42.310579034350006 0.56643513670000012 0.56341127510000011 0.56719858685000013 42.599563320500003 0.56915960600000015 0.57537199485000012 40.94178426300001 0.56643513670000012 0.4317685099500001 0.55386066285000013 0.40099098830000007 40.844669808050007 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 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 6 -5 13 -8 -9 10 -10 -11 -13 14 15 18 24 20 25 -20 -18 -16 -23 -24 -17 26 29 -28 -29 -1
right_child=1 2 3 5 -6 -7 7 8 9 11 -12 12 -14 -15 21 16 17 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0059967918690247883 -0.1311677097870417 0.090726435813523965 -0.10743551005424729 0.10486917521616149 0.040394282173139083 -0.10059961448647546 -0.12056549630158082 0.039318294156710801 -0.0083572160765745373 0.04919548658075424 -0.13638238703173267 -0.14043279879661802 0.034046006461860831 0.02493557616612372 0.0015645843582306218 0.072305005428691005 -0.15430592097721918 0.059377996433723018 -0.12897242420748567 0.024337038846144951 -0.032877429762163096 -0.12198873418593217 0.097172615227536174 -0.1075424691747954 0.02100621222516455 0.0312321844543978 0.021326940370052214 -0.10465044783952578 -0.013752193394407737 -0.0010591614183026558
leaf_weight=40.904600551628391 0.58651727108372087 0.78723429044475757 0.45990519492625026 0.13388742506504059 1.7198492247844104 0.060566336367628537 0.57200639706570555 1.4941319317149462 0.7036852495511996 1.0603221288183702 0.59657180661452003 0.38598793349228788 0.40809224551776424 3.2485690305184098 2.1456977522175289 2.1542791053652754 0.52128997445106484 0.69653910738998082 1.010119309881701 0.8749458213278557 0.63811910635558888 0.7810769276547942 0.43541882035788149 0.26635911493940512 2.0550785550149158 2.036970448185456 0.80521165695972685 0.67795795446727403 0.87865370186045766 196.16325893074099
leaf_count=514 242 8 243 1 13 277 20 45 6 15 73 23 21 48 31 17 4 8 26 30 40 38 24 32 26 27 17 47 21 2097
internal_value=1.81578e-05 -0.0231603 0.0207829 -0.0633634 0.000196738 0.040872 -6.76209e-05 -0.0163976 -0.00358037 -0.0238983 -0.0670965 0.00639107 -0.050765 0.000265027 -5.1691e-05 0.000261327 0.0228968 -0.0323601 -0.000302839 -0.0578144 -0.0874737 -0.0215677 -0.0550403 0.0194732 0.0472601 0.000146138 -0.000118329 -0.0278849 -0.0533415 0.0001583
internal_weight=265.263 2.02811 1.44159 0.654359 263.235 0.194454 261.515 5.2208 4.64879 3.15466 1.30026 1.8544 0.79408 256.294 253.046 249.417 6.06531 1.85595 243.352 1.88507 1.15941 3.62855 1.48285 0.701778 4.20936 241.467 239.43 2.36182 1.55661 237.068
internal_count=4034 771 529 521 3263 278 3250 203 183 138 79 59 44 3047 2999 2874 95 52 2779 56 44 125 94 56 43 2723 2696 85 68 2611
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 1 0 1 1 0 1 1 0 1 1 1 0 2 1 1 1 1 0 0 0 2 1 2
split_gain=0.1104 0.284462 0.313223 0.36076 0.323977 0.232084 0.132312 1.20431 1.26026 1.30843 0.583963 0.788747 0.495225 0.658577 0.999504 1.16147 0.419813 0.610164 0.987092 0.364643 0.315505 0.513504 0.348391 0.516137 0.620427 0.956409 0.628024 0.583626 1.76096 0.915869
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.46112391845000006 0.59734738480000016 0.55538756325000016 0.42953803780000005 0.54797760550000019 0.43401395170000007 0.4301667614500001 0.55769288345000012 0.43691805635000008 0.44805544745000009 0.57152480465000022 0.43929822460000006 0.45036076765000005 0.46280051495000007 0.56341127510000011 41.147265497500008 0.42473279245000012 0.42780156285000009 0.42114008565000011 0.41988263825000011 0.5398790455000001 0.54136103710000005 0.53833717555000005 41.178189531300006 0.40955360615000008 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 20 9 -9 11 -8 -12 14 -14 -16 -15 18 -18 -11 22 -22 23 24 26 -26 -1 29 -29 -27
right_child=1 2 3 4 5 -7 10 8 -10 19 12 -13 13 16 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.00019358955226347752 -0.10133039283817868 0.1017644874893144 -0.11207255129574284 0.098193236232765935 -0.10453030016860541 0.048725671087924749 0.010024979941039616 -0.12293391858484322 -0.13119794936401227 -0.0046411486163509394 0.040801463519746312 -0.11654372662135992 -0.07586188064241739 0.053789349512963783 0.10618978973853919 -0.065950402830502394 -0.080590924768666028 0.046460641359914422 0.011475019770770749 0.089981017481014725 1.4210953644430448e-06 0.077660006855899452 -0.031752051669762388 0.034386547015987798 -0.084319656083960248 -0.023126124794805324 0.02663012798442449 0.023591204014860763 -0.13336883770821434 0.05486173441341298
leaf_weight=205.25841640465296 0.38284201155329256 0.23302243975922454 0.33342074749816653 0.27716659163706936 0.24162428182171425 0.16718056345052901 1.1598552998621046 0.73562676593428467 1.4133032566751351 0.91574349440634228 4.7918911839369711 0.85554351389873762 2.1983505059324666 2.3296492993831626 0.86697262912639395 0.71539770047093043 1.5302525685401613 2.6590365609445143 4.8730335616273805 0.73347745893988758 2.2223594409879293 1.3802999586914664 3.419103182735852 4.3846020549535742 2.0822316184639922 3.7921652460936439 9.1161239743232709 1.6022523937281223 1.2904608376993563 2.4976366078481078
leaf_count=2334 434 5 50 5 94 332 20 24 32 6 54 56 39 9 13 36 22 27 115 55 18 38 32 23 15 41 40 28 25 12
internal_value=9.15185e-06 -0.0258936 -0.0028338 -0.0267439 0.0147307 -0.0418563 0.000170315 -0.000507503 -0.0563714 -0.0120278 0.00759745 -0.0437039 0.0127763 0.00392524 -0.0322394 0.0283643 0.0159274 0.00619424 -0.0105268 0.0374413 0.000387596 0.029755 -6.56229e-05 0.000405368 -0.000254951 -0.0231301 0.00094707 -0.00925472 -0.0464298 0.00784231
internal_weight=264.459 1.63526 1.25241 1.01939 0.685971 0.408805 262.824 240.844 3.79815 2.38485 21.98 2.0154 19.9646 15.1727 3.78072 1.58237 11.392 9.06232 6.40329 1.64922 237.046 3.60266 233.443 230.024 225.639 11.2647 214.375 9.18252 2.89271 6.2898
internal_count=4034 920 486 481 431 426 3114 2723 117 85 391 76 315 261 88 49 173 164 137 61 2606 56 2550 2518 2495 121 2374 106 53 53
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=1 2 1 2 1 2 1 0 1 0 0 2 2 2 2 2 1 0 2 2 0 2 0 0 1 1 1 0 1 1
split_gain=0.122907 0.839917 0.756719 0.259357 0.225516 0.156021 0.111449 0.391158 0.44861 0.504286 0.114947 0.531331 1.00021 0.911802 0.903484 1.35315 0.447356 0.417688 0.613591 0.671377 0.432034 1.04803 0.908136 0.76343 0.612172 0.431968 0.331472 0.22813 1.18333 0.536249
threshold=0.46476153410000004 38.903925214650009 0.4662734648500001 42.522337019050006 0.46280051495000007 42.536568606950006 0.45280081435000008 0.56341127510000011 0.45368402140000008 0.58415915690000009 0.5654770815500002 42.558389508100007 42.283941020600004 40.94178426300001 39.420767558750008 33.151194885250007 0.44805544745000009 0.55832160710000012 40.844669808050007 41.535369675400013 0.55257327625000008 40.844669808050007 0.55677973715000018 0.54646567465000018 0.42651417625000004 0.41714319930000004 0.41289182960000009 0.54300769440000007 0.41911918805000009 0.41804137600000008
decision_type=2 2 2 2 2 2 2 2 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 6 -5 10 -8 -9 -10 17 12 13 14 15 -12 -13 20 -19 -20 23 22 25 27 26 -22 -25 29 -29 -1
right_child=1 2 3 5 -6 -7 7 8 9 -11 11 16 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0006375821144063566 -0.12961967003491534 0.087645588098347937 -0.1071848040958433 0.10417589922651629 0.037202617915583852 -0.10057882729583832 -0.11591046738691123 0.031820972410359402 -0.10473616672267794 0.042072294469774424 0.0794782205364572 -0.1119072047891059 0.095365869904246059 -0.079200778268525368 0.053733116609808187 -0.12727455187116668 -0.0053042453925126092 -0.073883534261216757 0.047413505028710431 -0.046811015634513259 -0.0097994256947938445 0.067623739618854914 0.047903537438901245 0.032692575671277202 -0.098782795242421034 -0.12978017404019984 -0.043624531891569035 -0.026139306938505524 0.041929861145478253 -0.027707384916101425
leaf_weight=216.65575951924257 0.54749652777900237 0.71015763425384626 0.42389189012101269 0.11635782569646835 1.6356174506945524 0.054714150835934561 0.36839836422586758 1.391586176119745 0.68940885769552529 0.354183720133733 0.52554030655300976 0.54172186401046918 1.5408458188176153 1.0584268304519353 3.0912787297274917 0.7960147904814221 1.4402291795704512 1.8853651571553189 1.4652931094169619 1.5626521176309323 0.51145370467565887 2.9823671383783221 1.0012128469534216 0.91472595879167773 1.3524992000311611 0.72605898592155427 1.5063058413797987 4.251868565566836 6.3952081361785531 6.8865901350509366
leaf_count=2385 242 8 243 1 13 277 21 9 106 53 12 66 9 18 48 53 14 37 5 37 6 32 16 23 15 41 34 35 36 139
internal_value=5.13508e-06 -0.0256611 0.0179493 -0.0652412 0.000186949 0.038689 -4.60049e-05 -0.0198762 -0.0053479 -0.054911 0.000170242 0.0112757 0.0241976 0.00415487 0.0241479 -0.0450556 -0.0344418 -0.000232355 -0.0290989 -0.00121358 0.000350867 0.0288063 -0.0229052 -0.000273467 -0.0448945 -0.0801931 -0.01479 0.000445519 0.0147467 -0.000235631
internal_weight=263.383 1.85262 1.30512 0.594964 261.531 0.171072 259.895 2.80358 2.43518 1.04359 257.091 8.99406 7.01211 5.47126 4.41283 1.32156 1.98195 248.097 4.91331 3.02795 243.184 5.22109 2.23873 237.963 3.77353 1.23751 2.42103 234.189 10.6471 223.542
internal_count=4034 771 529 521 3263 278 3250 189 168 159 3061 220 140 131 113 65 80 2841 79 42 2762 95 63 2667 72 47 57 2595 71 2524
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 0 2 2 1 1 0 0 0 1 2 0 1 0 2 2 1 1 0 1 2 0 1 2 2 0
split_gain=0.10866 0.741868 0.704012 0.213995 0.186466 0.137648 0.106881 0.60881 0.585186 1.87025 0.949631 0.923875 0.938238 0.527506 0.283332 1.19891 1.28295 1.29425 3.86742 1.2578 0.796087 0.601806 0.56687 0.505937 0.494164 0.261627 0.192025 1.5965 0.944774 1.98195
threshold=0.46476153410000004 38.903925214650009 0.5681267027500001 0.59734738480000016 0.46280051495000007 0.59897907245000015 34.883496062400006 33.96174662340001 0.38052752915000004 0.36575252235000005 0.49830843385000007 0.52453519355000011 0.5681267027500001 0.33992994225000006 37.038444968100009 0.5296248615500001 0.36575252235000005 0.50278434775000014 36.79544512155001 35.050303764500008 0.36204005870000006 0.38780276035000005 0.45994131915000008 0.32168198560000011 37.311503175250003 0.50706565670000014 0.34311846950000008 38.969453495950006 39.525197829750006 0.45994131915000008
decision_type=2 2 2 2 2 2 2 2 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 6 -5 7 8 9 10 13 -10 -13 -1 15 16 17 18 20 -17 22 -18 23 -8 -16 -9 27 -26 -29 -30
right_child=1 2 3 5 -6 -7 14 25 11 -11 -12 12 -14 -15 24 19 21 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.031207316083064335 -0.12677349399585089 0.087146631276525069 -0.1069788620372 0.092303229780459684 0.034137888720456054 -0.10007780460549065 0.073747061190575017 0.066632158186137797 0.057975575742615831 -0.2099313333616456 0.11337042280411157 -0.13194652179157376 0.035745949956598175 -0.1373538355281291 0.038091141998150772 0.02485102276655056 0.049616605112430837 0.044935583185396234 -0.21358152547256448 -0.12676191260723593 -0.046289410646283877 -0.0086219460327582927 0.10809193596941641 -0.11780099454762426 -0.10264640221261634 0.014957183549333748 0.00068544218050946802 0.077338101551133381 0.0040481836162454595 -0.12963528315031539
leaf_weight=0.33455732252332182 0.50594584858117642 0.65952756284968905 0.38470726817104151 0.11196130729513243 1.6058347661746655 0.055691582274448592 0.26980039756744945 1.9200042709708216 1.9075115621089938 0.55861081089824427 0.52066822350025177 0.68669795291498281 0.6489521299226908 0.41714647217668244 3.4364318256266406 0.81341344397515003 4.4483804628252983 1.4981155470013616 1.2314874445437451 1.6718861258414106 1.9848936460912225 2.9516754755750299 0.78557749837636948 0.28204132802784443 1.6882013408467198 2.0007218236278277 214.37157903002299 1.4274720782414068 12.015909070352789 1.2217826241394494
leaf_count=61 242 10 109 5 13 405 19 29 10 8 2 23 28 31 31 7 23 5 17 68 14 31 7 36 37 28 2408 7 285 35
internal_value=1.73224e-06 -0.0250662 0.0173951 -0.0658893 0.000166913 0.0283974 -4.36355e-05 0.0106662 -0.0122027 -0.0573995 0.00956666 0.0133139 -0.0504698 -0.0623331 -0.000428816 -0.0133304 -0.00154123 -0.0356907 -0.0622152 -0.0771405 -0.00610801 0.0263869 0.0535261 -0.0241514 0.000449278 0.0402627 -0.000111362 -0.0105564 4.46262e-05 -0.00829023
internal_weight=262.417 1.71783 1.21189 0.55236 260.699 0.167653 259.094 8.99487 5.07414 1.83098 1.27237 3.24316 1.33565 0.751704 250.099 15.9373 13.452 6.05192 4.5538 2.4853 3.32231 7.40006 1.33742 0.551842 234.161 3.92073 230.725 16.3534 14.6652 13.2377
internal_count=4034 771 529 519 3263 410 3250 220 163 102 94 61 51 92 3030 227 152 98 93 75 76 54 62 55 2803 57 2772 364 327 320
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 0 2 2 0 1 1 2 2 0 0 2 2 2 2 0 0 0 2 0 2 0 1 0 0
split_gain=0.0987685 1.24727 0.840321 0.502707 2.19921 0.695791 0.654104 1.34126 1.45554 0.753805 0.814384 0.804255 0.758132 3.51092 2.29351 1.34907 1.54536 1.77137 1.14448 1.88447 1.28515 2.06719 1.183 1.17237 2.34122 1.07718 1.0647 2.89233 0.96719 2.00595
threshold=0.47721625100000004 0.47754558250000007 0.47709649410000005 0.47883296910000012 0.34560342505000002 40.377444152000002 0.47976108500000009 41.827117825850003 40.94178426300001 0.48068920095000006 0.34467530910000005 0.34494476210000008 41.898943182100005 41.481306584950012 0.48537468940000006 0.48351845755000006 42.094663496250007 42.198888176300009 43.157831852650006 42.67709657435001 0.5261668812000001 0.5654770815500002 0.50889194935000015 43.680097826700013 0.53158588065000012 42.006870117350005 0.48447651265000008 0.34674111555000003 0.50339810185000011 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 8 -5 -8 -11 -12 13 26 -15 -14 25 -18 19 20 -19 -22 -20 -24 -25 -17 -13 -28 -21 -30
right_child=1 3 -4 6 -6 -7 9 -9 -10 10 11 12 15 14 -16 16 17 18 22 28 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.00042007287665797919 0.04913089368664799 -0.076705067229441329 -0.058391341215516118 -0.0043138855684006104 0.039501972540240765 -0.024090475977790456 -0.030506240786162188 -0.028160270005963186 0.07651615161592222 0.058586408813226291 -0.04181549743496029 -0.026208682633306037 0.041125913683016685 -0.18265070230156105 -0.042534432273709274 -0.010202346256111839 -0.1911341140623167 0.030733825274671757 0.053777083438929965 -0.093287402254823848 -0.067952621968614665 0.040077697747745222 0.040214191040107289 -0.15458391711108987 0.0003664148505335774 0.074140814747365613 0.089800806080809578 0.0012209319038360481 0.07408046526806529 -0.078014632095961128
leaf_weight=31.684307115894626 5.207435952499508 3.6933451630175131 2.7146951686590901 3.7889687456190568 4.820632215589284 7.8674688888713717 8.0213059559464437 3.6893864236772052 5.4069510698318481 2.4076973274350157 4.4769366383552542 12.594684213327126 11.505026256665586 1.4147515669465045 6.7039019842923153 2.2470679661200839 0.50295923056546499 8.1387004628777522 5.9069726198285961 3.7898800671100608 4.632547407411038 2.8678151020139921 3.9793630365093104 1.2033828461426308 5.1407457152618008 4.6429215546231717 3.8354609087109557 94.716665077798098 1.3802195894531908 2.3326742949502659
leaf_count=865 30 21 17 18 42 55 47 25 31 12 26 72 96 10 114 48 15 39 75 33 59 62 66 194 459 32 37 1357 10 67
internal_value=-1.75086e-06 0.0007552 -0.00499504 -0.000381037 -0.0172393 -0.0408993 0.000963954 0.0227763 0.043212 -0.000496535 0.000808728 4.44339e-05 0.00110002 -0.00346766 -0.066951 0.010449 0.00290195 -0.00465438 -0.0022722 -0.0165505 0.00321471 -0.0266465 0.0180862 -0.00233575 -0.0290253 0.0466335 0.00116944 0.00466829 -0.0577498 -0.0214753
internal_weight=261.315 226.916 34.399 221.708 16.3814 11.5608 205.327 12.8853 9.19592 192.442 184.42 182.013 177.536 119.265 8.11865 58.2703 46.7652 39.8753 39.3723 23.1418 15.6391 7.50036 16.2305 10.3235 6.34413 6.88999 111.147 98.5521 7.50277 3.71289
internal_count=4034 3152 882 3122 118 76 3004 74 49 2930 2883 2871 2845 1590 124 1255 1159 1079 1064 270 160 121 794 719 653 80 1466 1394 110 77
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 1 1 1 1 0 2 1 2 0 0 0 2 2 2 2 0 1 2 0 2 2 1 0 0
split_gain=0.127609 1.38944 1.46149 0.950469 0.848469 0.804326 0.959721 0.658116 2.50504 2.10466 1.17876 0.911894 0.716744 0.802993 0.736683 2.12126 1.91073 1.62751 2.60986 1.32802 1.46565 0.760805 1.30128 3.03691 1.21471 1.03545 0.667984 0.680275 0.623635 1.06156
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.80591513400001 40.750688432250008 40.206947806850003 0.34674111555000003 0.41911918805000009 0.42114008565000011 0.40301188585000008 0.54300769440000007 40.94178426300001 0.4025178887000001 40.984321400500008 0.51675099550000014 0.52404119640000013 0.52507409960000018 41.385032804600009 43.631818398850008 43.680097826700013 47.709122305950011 0.50278434775000014 0.35275889945000011 43.426640904350009 0.5054040298000001 43.120094701700005 47.927946529500012 0.36160593995000007 0.54499865270000014 0.55257327625000008
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -1 -7 9 -9 11 -10 -5 13 -13 21 -16 -17 -18 -19 -20 -21 22 -15 -24 -23 -26 27 -25 -12 -30
right_child=3 2 -4 7 -6 6 -8 8 10 -11 28 12 -14 14 15 16 17 18 19 20 -22 24 23 26 25 -27 -28 -29 29 -31
leaf_value=0.0006135784119878756 -0.019971058393237293 0.055328423727021396 -0.02751564380322374 -0.076957476118021062 -0.10380047103051676 -0.093904121350658176 0.003960405640319721 0.10893042027284153 -0.0906202553940339 -0.10107276985000246 0.081486659819425059 0.075010815685628229 0.045846719268620301 0.0012003703847005131 -0.11301016484730242 0.091197198675514859 0.044469949044033424 -0.10646229901070013 0.14038998710110681 -0.12113428751687715 0.023183562347207167 0.075986557828765372 -0.14468693232215571 0.029046330710612158 -0.069657282101633619 0.037446187885874227 0.1026509156096205 -0.12320220324308406 -0.050963215703603348 0.017931419476824965
leaf_weight=93.351126201196166 7.9001682458983833 8.8137670755386335 2.8078923452412701 1.5523593483958382 1.4251873965986304 2.0107762217521659 1.9975156585278453 2.5830330853350487 1.2399234261611152 2.1309156026109113 1.1516183223575343 1.3682814463973034 3.3409126698970786 87.763098231138429 2.2213108391151755 1.7116594510152925 2.6995710060000402 3.7231897036544979 0.64522908302023996 0.96078802377451245 2.6298912016791292 3.3784162774682036 2.0062955747125661 1.0388180930167439 1.5388322155922654 2.18342722998932 0.74337140657007683 0.40903891954803828 2.7495526171405791 11.98656768330329
leaf_count=1393 126 55 36 14 15 13 32 15 98 88 5 8 14 891 27 18 17 88 2 106 49 31 54 56 19 30 4 26 26 678
internal_value=2.31323e-05 0.00263128 0.0353126 -0.00185823 -0.0327826 -0.00126984 -0.0451337 0.000176118 0.0171308 -0.00256212 0.00328647 -0.000811554 0.000187126 -0.00113911 -0.00205588 -0.0230332 -0.00687625 -0.0226257 -0.0453833 0.00830272 -0.0154328 0.00103406 -0.00140114 -0.0557942 0.0325722 -0.00683183 0.0255962 -0.0139659 0.0106152 0.00507665
internal_weight=260.063 108.981 11.6217 151.081 9.32536 97.3594 4.00829 141.756 19.7107 122.045 17.1277 119.914 118.362 115.021 113.653 14.5916 12.3703 10.6587 7.9591 4.23591 3.59068 99.0613 91.9606 4.19752 7.10068 3.72226 2.19123 1.44786 15.8877 14.7361
internal_count=4034 1529 91 2505 141 1438 45 2364 822 1542 807 1454 1440 1426 1418 307 280 262 245 157 155 1111 1031 140 80 49 86 82 709 704
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 1 0 1 0 2 2 1 0 1 2 0 0 2 0 1 1 1 0 2 0 2 1 1 1 2
split_gain=0.116365 0.231024 0.536346 0.384445 0.268701 0.170152 0.121557 0.575651 0.201938 0.174005 0.987984 0.603849 1.48089 0.633139 0.417796 0.409785 1.11149 1.81219 0.822971 1.06548 2.36596 1.32838 0.650665 0.555648 0.476587 0.39393 0.382187 2.12316 1.9104 1.29292
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.46112391845000006 0.48459626955000007 0.57152480465000022 0.43929822460000006 0.56915960600000015 39.420767558750008 39.525197829750006 0.45036076765000005 0.56065686655000013 0.46280051495000007 39.256147742250008 0.55257327625000008 0.54646567465000018 41.942745071500006 0.54300769440000007 0.42039160505000012 0.42780156285000009 0.42922367590000005 0.55832160710000012 41.092444989200011 0.5654770815500002 39.577821550850011 0.39971857130000005 0.39587138110000003 0.39382054430000007 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 8 -8 9 14 -11 15 -13 -14 -1 16 18 -18 19 25 -21 -22 -17 -24 -25 -12 27 28 -27 -29
right_child=1 2 3 4 5 -7 7 -9 -10 10 11 12 13 -15 -16 22 17 -19 -20 20 21 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=0.0029123327804604234 -0.10099177612996786 0.09631530676068345 -0.11029308605063813 0.091228033262112998 -0.10400887899057279 0.041640168731379865 0.089240562655605968 -0.017018906296228174 -0.034017843806607849 -0.062953356021253182 0.043809775733423158 -0.17214822876727082 -0.050267636629649719 0.065065344158811628 0.040362892632755096 0.054208374291223951 -0.13880785724289574 0.019208796247183416 0.031549965458605375 -0.16925050416445409 0.099269514849215368 -0.12067116246846009 0.052324164597245829 -0.05851187171488606 0.0086957313284989693 -0.0021492625751650947 0.016550372573153487 -0.11832523348338514 0.074364909639240126 0.008845801613271578
leaf_weight=60.864489242429045 0.33025702241320587 0.36532302713021625 0.48067691976757465 0.24148856272222474 0.20492060903416132 0.13179583419878327 0.82862821882008519 1.3251533233706139 1.7326142534730014 2.5629124435363329 1.994491435587405 0.70365683542331625 1.1648438518168402 0.80487594846636046 3.1321347535122177 3.5689493471290898 1.4967658636160188 1.4089682535413883 7.9752802196890107 1.1724977416452014 0.85064864560263209 0.40551618384051835 1.5210168366320429 1.7395261360215952 2.6818062784150243 140.30909689239343 11.61954430110927 2.4869710183702405 3.3408789094537488 1.1782010312890632
leaf_count=725 433 11 58 5 61 365 18 42 28 39 10 18 81 9 25 43 25 28 49 18 17 70 15 39 22 1510 107 59 19 85
internal_value=3.01228e-05 -0.025636 -0.00816187 -0.0442074 0.0107314 -0.0469997 0.000205427 0.0238625 5.3915e-06 0.000238408 -0.00128775 -0.00043998 -0.0476243 -0.00313974 0.00474525 0.000246504 -0.000856842 -0.0621868 0.000183287 -0.00134806 -0.067089 0.0282681 0.0204588 0.000189028 -0.0177464 -0.000355934 -0.000910175 -0.00228738 -0.000369766 -0.077445
internal_weight=258.624 1.75446 1.4242 1.05888 0.578205 0.336716 256.869 2.15378 254.716 252.983 188.986 186.424 2.67338 1.96972 63.9966 183.75 174.239 2.90573 171.333 163.358 2.42866 1.25616 9.5113 5.94235 4.42133 160.929 158.935 147.315 143.65 3.66517
internal_count=4034 933 500 489 431 426 3101 60 3041 3013 2263 2224 108 90 750 2116 1997 53 1944 1895 105 87 119 76 61 1790 1780 1673 1529 144
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 2 1 0 1 0 0 0 2 1 2 2 2 1 0 2 2 0 1 2 1 2 2 0 2 0
split_gain=0.107668 0.636727 0.652664 0.196623 0.191662 0.125318 0.0990508 0.336622 0.410134 0.399025 0.0910451 0.610148 0.529083 0.355539 1.58958 0.793216 1.39411 0.296935 0.343474 0.433366 0.664673 0.374651 0.868353 0.467401 0.27099 0.254474 0.977551 0.225935 1.86472 0.351929
threshold=0.46476153410000004 38.903925214650009 0.4662734648500001 0.46280051495000007 42.522337019050006 42.536568606950006 0.45280081435000008 0.56341127510000011 0.45368402140000008 0.58415915690000009 0.39672464895000009 0.39718870690000002 49.122847560300009 0.32058920395000007 48.96897326980001 48.778770352700008 35.782584506850007 0.32388251845000005 0.45798030000000006 50.205949521800008 34.466665687600006 0.46739618575000003 0.34311846950000008 43.525909308350002 0.34398670700000006 48.457543166250012 44.952171034750002 0.47604862130000009 40.159267750750011 0.47676716265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -4 -6 10 -8 -9 -10 12 -12 25 14 15 16 -13 -15 19 20 -19 23 -23 -20 -24 26 -1 28 -26 -29
right_child=1 2 4 -5 5 -7 7 8 9 -11 11 13 -14 17 -16 -17 -18 18 21 -21 -22 22 24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.10359662704591435 -0.124500047152574 0.08579133549914772 -0.10614377088980963 0.03568350468550776 0.10310558477124426 -0.10052247309820926 -0.11444007358517511 0.02902508630613251 -0.10427841588427252 0.033952011578150441 0.053219530440058331 0.085218746141920668 -0.10784154752069378 0.034772786068002014 -0.17857483913814051 0.10709821075230307 -0.11626814376833175 0.025604221448956528 0.00034372681851064743 0.10646541431874415 -0.10925256956440879 -0.051299127722124666 0.030024742437373325 0.09323041435297573 0.05199411873556703 -0.018385363575695927 0.072559230984088979 0.034631409797610944 -0.11769188449942165 0.00016510199317267156
leaf_weight=0.41823731444310297 0.46317691324656962 0.59849815038614884 0.36783945391653106 1.550632488564587 0.088340289890766144 0.045939861727674725 0.3261299049991061 1.3647956057684498 0.61203084955923248 0.3169889879936818 2.1721357554197303 0.58360354229807787 0.52664534747600544 2.48438886553049 0.60626164078712452 0.56141701340675343 0.83435244439169765 0.57271326707996095 1.2237477816670428 0.17248815298080433 1.0100373156601561 3.258566951728425 3.105751931667327 0.97202775254845608 1.355974094505654 3.3831382840871811 1.2765502538532016 3.0024166172370306 1.2397193833021445 223.09605336270761
leaf_count=165 242 8 243 13 1 277 21 9 106 53 15 7 15 21 9 3 95 42 36 1 218 39 15 10 16 14 12 42 60 2226
internal_value=2.24812e-05 -0.0261371 0.0152573 0.000182262 -0.0688152 0.0334405 -3.40621e-05 -0.0193776 -0.0058618 -0.0571131 0.00016716 0.000453996 -0.0124357 -1.55805e-05 -0.0369004 0.00649302 -0.03334 0.000379339 2.18358e-05 -0.0440517 -0.0604551 0.000347898 -3.61738e-05 0.0414629 0.000684464 -0.00254094 0.0290877 0.000286012 -0.029049 0.000622788
internal_weight=257.591 1.56379 1.10062 256.027 0.50212 0.13428 254.476 2.61995 2.29382 0.92902 251.856 246.252 5.60457 244.08 2.58563 1.97937 1.41796 241.494 239.009 1.75524 1.58275 237.254 235.058 2.19578 231.8 5.07793 1.69479 228.694 2.59569 226.098
internal_count=4034 771 529 3263 521 278 3250 189 168 159 3061 2855 206 2840 114 105 102 2726 2705 261 260 2444 2398 46 2359 191 177 2344 76 2268
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 1 0 1 0 2 2 1 0 1 0 0 1 2 1 0 1 2 2 1 1 0 2 2 0 0
split_gain=0.106441 0.201733 0.490431 0.334389 0.230791 0.143843 0.106878 0.496711 0.15896 0.14776 0.812641 0.508069 1.30089 0.499478 0.376202 1.06395 0.861809 0.776979 0.664752 0.495238 2.38109 0.852679 0.783827 1.36906 1.01812 0.979361 3.06185 0.670966 0.555499 0.644658
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.46112391845000006 0.48459626955000007 0.57152480465000022 0.43929822460000006 0.56915960600000015 39.420767558750008 39.525197829750006 0.45036076765000005 0.56065686655000013 0.46280051495000007 0.46898296455000005 0.47997065955000012 0.35738450945000005 38.121007182500009 0.33992994225000006 0.50086823750000009 0.36945001650000003 36.893814626400008 38.748048509250005 0.37473428940000003 0.39736834230000012 0.52770875125000016 36.124181380200007 36.491284729650012 0.52889135055000014 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 8 -8 9 14 -11 -12 -13 -14 17 -16 -17 18 -1 21 -21 -18 23 -22 -24 26 -25 -27 -29 -30
right_child=1 2 3 4 5 -7 7 -9 -10 10 11 12 13 -15 15 16 19 -19 -20 20 22 -23 24 25 -26 27 -28 28 29 -31
leaf_value=0.032985780216084323 -0.10082689541684053 0.094976301465201349 -0.1093597205277726 0.086323437060365077 -0.10358022663573273 0.03811184620466862 0.086253328782621 -0.014655723008719108 -0.030064474123587245 -0.057013295757002883 0.00018087086663261094 -0.16410400059861785 -0.043719734411543372 0.061782815026065835 0.045907585557769165 -0.053532185092712917 0.00031148525010856219 -0.12786550992180787 -0.051822610290003138 -0.087575504001742702 0.073167915812378609 0.063419231157134826 0.058326828383293727 0.024366484669438113 -0.0050041257745175038 -0.025458575560401781 -0.083335233221417393 0.0783395030223836 -0.033937226858314073 0.026358281068203062
leaf_weight=1.9701163140707643 0.29228814948692061 0.33685288950800873 0.44071729513962055 0.22169642968219705 0.18313412090719794 0.1176899856327509 0.7742897121352138 1.3183804544387383 1.7478737409692247 2.5742708346806458 182.48070809619821 0.67253912912565228 1.135207549552433 0.74206552375107993 6.1248777395812786 2.6647534146904936 5.194998871535061 0.61845798784634087 1.740971764169444 2.8735794927924863 2.2448183130472925 3.6419950425624847 5.7583188824355585 5.0699325725436228 4.5396951213479042 4.3937714787898576 5.5065050959237851 1.452211370691656 2.3239011582918447 7.4828531930688769
leaf_count=121 433 11 58 5 61 365 18 42 28 39 2116 18 81 9 39 21 38 18 83 20 15 24 26 35 48 72 61 7 32 90
internal_value=1.34473e-05 -0.0257604 -0.00888382 -0.0452046 0.00890665 -0.0481467 0.000174365 0.0226807 -1.18276e-05 0.000197276 -0.00121486 -0.000438549 -0.0447682 -0.00201573 0.00436261 0.00644121 0.00189298 -0.0240938 -0.00680013 0.00481863 0.000256115 0.0263201 0.00676574 -0.001785 0.0304085 -0.00819983 -0.0317072 0.00768394 0.0206177 0.0120701
internal_weight=256.639 1.59238 1.30009 0.963238 0.522521 0.300824 255.047 2.09267 252.954 251.207 187.605 185.031 2.54981 1.87727 63.6018 59.2722 53.1473 4.32955 3.71109 50.4826 41.6456 8.83699 38.772 28.474 10.298 26.2292 10.5764 15.6527 11.259 9.80675
internal_count=4034 933 500 489 431 426 3101 60 3041 3013 2263 2224 108 90 750 528 489 222 204 468 406 62 386 312 74 297 96 201 129 122
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=1 2 1 2 1 2 2 1 1 0 2 1 1 2 2 2 1 0 2 2 0 1 2 2 2 1 2 2 0 1
split_gain=0.10193 0.550166 0.589118 0.170681 0.137074 0.107235 0.0887672 0.151485 0.520603 1.10472 0.733986 0.855812 0.224718 0.234362 1.15271 0.434884 0.224445 0.552873 0.287881 0.361567 0.194446 0.745692 0.379867 1.03602 0.496875 0.692055 0.345881 0.546089 0.638371 0.235395
threshold=0.46476153410000004 38.903925214650009 0.4662734648500001 42.522337019050006 0.46187239905000005 42.536568606950006 49.283271594150008 0.31100865245000009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.3055746834000001 0.32058920395000007 48.457543166250012 48.226196960950006 35.782584506850007 0.32388251845000005 0.45589952400000006 34.466665687600006 34.41230404325001 0.46739618575000003 0.34311846950000008 37.52517992975001 43.572676689450006 44.56890781660001 0.35862698720000002 47.927946529500012 44.421469061800003 0.54228915300000013 0.34398670700000006
decision_type=2 2 2 2 2 2 2 2 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 6 -5 7 8 9 10 11 -1 13 14 15 -9 -14 18 19 -18 22 -22 -19 -24 -25 -26 27 29 -29 -23
right_child=1 2 3 5 -6 -7 -8 12 -10 -11 -12 -13 16 -15 -16 -17 17 20 -20 -21 21 26 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.10366098032288798 -0.12268901374823482 0.083413481034378956 -0.10573695996486793 0.10269658419370616 0.029715650478489369 -0.10038242405978877 -0.020265454346082165 0.031791215716794961 0.06424124859966894 -0.12086312795655901 -0.10652964688492764 0.082833903156063177 0.029849831664676724 -0.039492907178813957 0.11316869446066642 -0.1179396911479189 -0.11415888524526337 0.079938143340803514 -0.11117746816986757 0.084604341722510093 -0.048037614205652654 0.028188750784782991 -0.11590013266164145 0.12699985799866645 0.1059642471448671 -0.10291892626851035 0.036218689108256118 -0.088728849989225755 0.025978902618121847 0.00028422175265036345
leaf_weight=0.29356281564105291 0.420565204117337 0.54861012194305636 0.34222407030392787 0.077318117022514343 1.5605564059806045 0.039177233005830203 2.1458166904449163 0.29765257542021462 1.591989775188267 0.65684754709945981 0.34467644989490498 1.520701957400888 2.5324407518492071 2.8522348813712597 0.62187069654464722 0.55690798797877505 0.16186618005121889 0.9007187737297494 0.67909468729340006 0.2105877660214901 3.1952370562357819 3.0642933100461951 0.53183801422710519 0.50621497631072976 0.29669948015362024 0.34079498052597046 2.6950072103063567 1.429951787060417 0.73430060560349364 224.6873043787491
leaf_count=111 242 8 243 1 28 277 142 24 10 35 10 24 31 19 2 59 50 16 166 8 39 15 29 1 4 53 34 174 33 2146
internal_value=1.98897e-05 -0.0266234 0.0134845 -0.0701477 0.000169428 0.0344014 -1.29288e-05 0.000160417 0.0185352 -0.00730603 0.0272432 0.0526575 -0.000168425 -0.0227519 0.00958898 -0.0657868 0.000235584 -7.76399e-05 -0.0724283 -0.00177693 0.000241512 -5.70128e-05 0.0275656 -0.000588215 0.0530331 -0.00570157 0.000602068 0.00018458 -0.0498101 0.000659664
internal_weight=255.837 1.42789 1.00733 0.458719 254.409 0.116495 252.849 250.703 4.40778 2.81579 2.15894 1.81426 246.295 4.32867 1.47643 0.854561 241.966 239.434 1.05155 0.372454 238.382 235.806 2.57627 1.67555 1.14371 0.637494 232.611 229.916 2.16425 227.752
internal_count=4034 771 529 521 3263 278 3235 3093 190 180 145 135 2903 104 85 83 2799 2768 224 58 2544 2441 103 87 58 57 2402 2368 207 2161
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 1 1 2 0 1 2 1 1 2 2 2 2 0 1 0 2 0 0 1 2 1 0 2 0
split_gain=0.107056 0.518493 0.322595 0.926328 0.290292 0.810847 0.11756 0.268116 1.55607 0.500542 0.548253 0.2117 0.53916 2.43234 0.569093 0.277207 0.507201 0.757115 0.371962 0.49065 0.17758 1.30627 0.313305 0.379118 0.87262 0.628814 3.01936 0.330098 1.6994 1.14895
threshold=0.39672464895000009 0.39718870690000002 0.31761025120000003 35.171584490050009 48.457543166250012 44.952171034750002 0.32388251845000005 0.34219035360000005 35.171584490050009 0.45994131915000008 0.32822370590000005 48.86568841230001 0.3782970569500001 0.39162001140000008 50.205949521800008 44.421469061800003 48.226196960950006 47.927946529500012 0.54228915300000013 0.35862698720000002 0.46898296455000005 43.572676689450006 0.47515044460000005 0.47700667645000011 0.34509445825000007 41.646178195200001 0.34515433670000012 0.4778150355000001 41.147265497500008 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 -4 8 -8 10 -10 15 -13 -14 -15 20 17 18 19 -17 21 -9 -22 24 -24 -26 -27 28 -25 -29
right_child=1 2 6 -5 -6 -7 7 11 9 -11 -12 12 13 14 -16 16 -18 -19 -20 -21 22 -23 23 27 25 26 -28 29 -30 -31
leaf_value=-0.10359496458637581 0.049502591747376631 0.083502450718625762 0.018011178894056717 -0.1105704193794782 -0.028786983058987671 0.064280929617760829 0.076856667388695815 -0.065378444574505395 -0.11009095901722561 -0.13500364904368012 0.057740496278431412 0.097551227139806407 -0.21863317262901885 0.09905489893441552 -0.10238049451798309 -0.010837994067787484 -0.11918497786122395 0.075338406950895997 0.022861976889579812 -0.11157726575747043 0.026862103074108797 0.12038526820178119 -0.08964764625034688 -0.041010556046539991 0.056771431761990399 0.14232847435061385 -0.12735983312817609 -0.033233016123979026 0.032294951898123134 0.0013188756636207143
leaf_weight=0.38265082161524233 2.124965348513796 0.35110978037118801 3.6281750083435318 0.82110880990512669 3.8115376383066177 1.1596695296466348 0.87416740925982539 1.8405315287654951 0.39368146529886849 0.96033100364729762 0.38498042279388756 0.78716950118541662 0.39327705558389414 0.97083363635829278 0.16393613602122059 0.97801710432395361 0.51216674637907988 0.76308852883812495 0.73669527341189667 0.9561315302780713 4.4717194089898831 0.47655230102827761 1.5413099960423995 4.2042651847004917 1.2621722929179671 0.631871998310089 1.2102911064866928 10.122649520169942 12.762012879364191 195.36892973854447
leaf_count=165 15 4 30 101 29 12 30 177 27 36 14 6 7 48 201 24 26 13 73 205 45 4 28 19 8 1 56 84 70 2476
internal_value=1.68195e-05 0.000316824 -0.000105356 -0.0524406 -0.0139747 0.0226308 0.000143627 -0.000123405 -0.0319821 -0.0866939 -0.0271129 0.000223256 0.0303159 -0.00432019 0.0699542 -6.96784e-05 -0.0263533 -0.0125076 -0.0376061 -0.0606377 0.000373764 -0.0271726 0.000649386 0.000133252 -0.02814 0.00239866 -0.0348553 0.00072369 0.0141298 -0.000383173
internal_weight=255.046 249.692 247.567 1.17222 5.35386 1.54232 246.395 242.767 2.61316 1.73899 0.778662 240.154 2.31522 1.52805 1.13477 237.838 3.9461 3.43393 2.67084 1.93415 233.892 2.31708 231.575 227.104 4.64565 3.10434 1.84216 222.458 16.9663 205.492
internal_count=4034 3828 3813 105 206 177 3708 3678 107 77 41 3571 262 256 249 3309 341 315 302 229 2968 181 2787 2742 93 65 57 2649 89 2560
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 2 1 1 0 0 2 0 1 0 2 0 1 1 1 1 0 2 1 0 2 0 1 0 2
split_gain=0.123949 1.23577 1.23925 0.714814 0.699394 0.638432 1.06245 0.832263 2.33408 0.644926 1.94488 1.6251 1.27694 1.14917 1.62844 1.94959 1.14231 0.727435 0.602015 2.19017 1.79671 0.859363 0.699336 0.644898 0.597717 1.25621 0.955748 0.819362 0.590933 0.585397
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.80591513400001 40.750688432250008 40.040005255000004 39.952536079750011 0.3453339720000001 0.34674111555000003 0.54228915300000013 0.54386096225000014 39.458743938000005 0.53928026105000015 0.39072183470000005 0.52770875125000016 39.110279783550006 0.52925062125000011 0.39045238170000002 0.41911918805000009 0.42114008565000011 0.40301188585000008 0.54300769440000007 40.94178426300001 0.40509266190000009 0.48597347385000006 40.720231579350006 0.48306936920000004 0.41461333495000008 0.48200652675000005 39.420767558750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 24 6 9 -7 -9 12 -11 29 13 17 15 -15 -16 -1 20 -20 22 -21 -5 -22 25 26 28 -26 -2 -12
right_child=3 2 -4 18 -6 7 -8 8 -10 10 11 -13 -14 14 16 -17 -18 -19 19 21 23 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0011529443858994402 -0.15096204802639338 0.052737208766127669 -0.023994626995363571 -0.067195117194950388 -0.092721024910799643 0.012604538606449174 0.046013119132482433 -0.1472155181448444 -0.010728269025077453 -0.15270527703915515 -0.0039794051201202637 -0.13381747644718561 0.049032675145692463 -0.16005824368369456 0.035420401951104685 0.02273450498816923 -0.045901575652718574 0.046973768073274046 0.1065858465858479 -0.080705563859176252 0.00054483849658516802 0.009837030512242077 -0.0001541047483214601 -0.12809943742151425 0.05090850305769884 0.0067999432831572079 -0.24931398953620476 -0.032549079098946714 0.0052695329199978786 0.098856877972202939
leaf_weight=49.789320985757513 0.45450121306930491 8.5395225983811525 2.793249618203844 1.5772468362119969 1.4436639681880477 3.7893936409382132 5.0961535845708559 1.6957574412226675 4.7981641009755549 1.0478977132588614 9.20822974075781 0.96487102247374501 5.4617448896169654 1.7764400104933868 3.24967454187572 0.86886199191212643 3.68710748385638 3.7238589823245993 2.3636601254111183 1.1258830741062436 0.52258252809406203 15.205344685096859 115.40840391186066 1.5322821303707312 2.1508850660175085 1.6777087785303593 0.41299697756767273 2.5964127023034962 0.51806626468896866 0.58895645414304532
leaf_count=524 67 55 36 14 15 22 48 10 74 10 509 48 24 49 22 23 53 15 15 98 8 709 1440 80 10 7 3 37 2 7
internal_value=1.13465e-05 0.00259918 0.0338247 -0.00187384 -0.0287772 -0.00109674 0.00173578 -0.0246374 -0.0463692 -0.0010719 -0.0226552 -0.00999228 0.00264615 -0.00136923 -0.0332621 -0.100019 -0.00780467 0.00434151 -6.62495e-05 0.0166165 -0.00268621 0.00359498 -0.00105798 -0.0953833 -0.0169581 -0.051396 -0.121863 0.00526352 -0.0677408 0.00220258
internal_weight=254.069 107.079 11.3328 146.99 9.25423 95.7464 85.4631 10.2833 6.49392 80.367 11.81 10.7621 68.557 63.0953 9.58208 2.6453 6.93678 53.5132 137.735 18.6949 119.041 16.3312 116.986 2.05486 7.81057 3.06327 1.38556 4.7473 0.972567 9.79719
internal_count=4034 1529 91 2505 141 1438 1332 106 84 1284 574 564 710 686 147 72 75 539 2364 822 1542 807 1454 88 126 79 72 47 69 516
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 2 2 0 2 1 1 2 2 2 2 2 0 0 2 2 0 1 0 0 0 1 0 2 0
split_gain=0.10261 0.176015 0.44482 0.290893 0.208337 0.122864 0.108992 1.02276 0.988729 0.596677 1.0782 1.82096 1.66104 0.910116 1.03835 0.590071 0.527539 0.519091 0.60795 0.61885 0.488958 1.05495 0.995973 0.398986 1.24663 0.650386 1.18984 1.44768 1.6871 0.993659
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.46112391845000006 0.59734738480000016 40.563919884450009 40.316494640950005 0.53749887730000012 41.035283712600005 0.34479506600000004 0.34545372890000009 40.750688432250008 41.218101594450012 41.147265497500008 40.206947806850003 40.467253020850002 0.48386275860000011 0.55677973715000018 40.720231579350006 41.360869295700006 0.4784437592000001 0.34988473400000003 0.54228915300000013 0.54499865270000014 0.53866650695000018 0.39072183470000005 0.52770875125000016 39.110279783550006 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 15 16 10 -8 12 -12 14 -11 23 -9 -13 19 -19 21 -15 -23 25 -25 26 -1 28 -28 -29
right_child=1 2 3 4 5 -7 9 8 -10 13 11 17 -14 20 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0060726866322121965 -0.10070487798078519 0.093365206193464806 -0.10852862973375887 0.081873342545337374 -0.10345233712519422 0.034427630002377523 0.054731921933121624 0.06908675496225021 -0.02034722555823662 0.0048327150247399761 -0.030154460717098815 0.024967271324904221 -0.18940658631264837 0.02239601537495034 0.07900937453166644 -0.037980596963906217 0.017458395918037842 -0.0072163573228363823 0.012988243433873562 -0.069377256130267087 0.00055852429352612834 -0.018288772115435861 -0.09758160889408779 -0.075719485876118209 0.00022982504675584062 0.033369330101066061 -0.15723616180277267 0.046517397680743269 0.011118274966646519 -0.033562639870381127
leaf_weight=60.752333278351216 0.26184228549027366 0.3079858962446449 0.40553120482945815 0.20794457822921686 0.16950072787767567 0.1044556734705111 1.7626714402285895 5.0101871317019668 2.7675564405508331 4.8913304453017181 1.4235246042371721 2.9166148592339587 1.2130771465599535 3.6351600114721787 3.0726422257721424 4.0736669618636361 3.2714527794159949 2.9675437798723561 3.1234903284348547 3.479453057050705 109.64953814120236 4.9744413644075394 2.3242315715178847 2.6993646442424497 10.839858486957381 6.7425503921695045 1.6347662192274568 2.2537906523793936 0.93607883559889149 4.9584404374472797
leaf_count=579 433 11 58 5 94 332 25 35 18 39 56 15 10 20 26 34 23 20 28 28 1649 39 31 24 215 33 49 16 28 61
internal_value=1.23862e-05 -0.0264464 -0.010181 -0.046117 0.00640387 -0.0508807 0.000165773 0.00260549 0.0313996 -0.00161142 -0.019284 -0.0279106 -0.103425 0.000710106 0.0334514 -0.000747321 0.0486923 -0.011966 -0.0232215 -0.0407647 -0.0014523 -0.0216178 -0.0435392 0.000922803 -0.0149125 0.00369717 0.000860777 -0.0315049 -0.0959361 -0.00853798
internal_weight=252.831 1.45726 1.19542 0.887432 0.481901 0.273956 251.374 105.94 11.0492 145.434 16.8864 15.1237 2.6366 128.547 7.96397 94.8908 8.28164 12.4871 9.57049 6.447 120.583 10.9338 7.29867 90.8172 13.5392 77.278 70.5354 9.78308 2.57085 7.21223
internal_count=4034 933 500 489 431 426 3101 1115 76 1986 182 157 66 1804 65 1039 58 91 76 48 1739 90 70 1005 239 766 733 154 77 77
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 2 1 2 2 0 0 1 0 1 1 1 1 1 2 1 1 0 0 2 0 0 0 1 0 2
split_gain=0.105174 0.946796 0.79662 0.481106 1.74873 1.80241 0.735695 1.47208 0.655645 0.326068 0.50956 2.35093 2.22042 0.803385 0.749959 0.745807 0.843112 1.21025 0.827774 0.72816 2.65095 1.00976 1.33634 1.48526 0.883431 1.29469 0.713862 0.478645 0.413545 0.29308
threshold=0.47721625100000004 0.47754558250000007 0.47709649410000005 0.34512439750000007 0.4815274992000001 40.636252116050009 0.34527409360000011 41.50623664750001 41.50623664750001 0.4778150355000001 0.48537468940000006 0.34587287805000005 0.48386275860000011 0.34641178410000012 0.34656148020000005 0.34739977845000009 0.36006406990000012 0.36359689830000008 42.779078631750004 0.34560342505000002 0.34551360740000009 0.47943175355000006 0.48068920095000006 41.898943182100005 0.48119816770000007 0.47943175355000006 0.47883296910000012 0.35374689380000007 0.49787431515000008 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 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 29 4 5 -3 7 -5 -6 -8 12 -12 19 -13 -15 -16 18 -18 27 20 24 26 -23 -24 25 -11 -21 -17 -19 -1
right_child=1 3 -4 6 8 -7 9 -9 -10 10 11 13 -14 14 15 16 17 28 -20 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0073252267708988185 0.043567537109504575 -0.00018916414213375224 -0.057292866263600473 0.07373802924647678 0.047134476026344296 -0.076609146736091371 0.031982029212891463 -0.005216310466011378 -0.0073247413800311377 -0.036657767666727133 0.075787763525758778 -0.066125504269285651 -0.095897055325147529 0.07037144945005594 -0.052832833985098339 0.063853555272539969 -0.082436025000446278 -0.055874895394989979 -0.017328511767840005 0.010579945785286969 -0.10659952688799501 -0.055856886775521003 -0.02418186078456297 0.039206943544135918 -0.04805244715995894 0.04404273176835681 0.086770414373470467 0.010645711598036907 0.00063793611767866583 -0.013077029055912499
leaf_weight=18.193918819555623 5.0578192048706105 6.104860085994007 2.7012819852679959 4.0984311848878843 4.3454287797212583 6.2419119076803327 3.1233389601111403 5.5719372751191258 4.5000005513429642 3.0660386849194747 4.2187290936708441 1.8136067800223816 2.8282080739736548 1.5352182239294041 2.611783266067504 4.9858761522918922 1.8080960810184468 1.3095087264009624 2.8649193532764912 2.5711050108075169 2.9348700158298007 3.9101293459534672 6.8862972649949352 7.9796561915427446 2.8992098569869986 5.6539675146341324 2.3571424335241318 2.5581338033080101 115.87892890749754 11.485918871447209
leaf_count=510 30 28 17 19 19 42 20 31 26 25 25 10 26 13 19 43 17 33 26 27 25 23 33 75 16 38 22 26 2415 355
internal_value=1.83202e-05 0.000802447 -0.0053022 -0.000205197 -0.0145093 -0.0388233 0.00136168 0.0282456 0.019429 -5.28201e-05 -0.000606619 0.00227465 -0.0103952 -1.64097e-05 0.000881334 7.3239e-05 0.00114104 -0.00124623 0.0284327 -0.00407462 -0.021681 0.00673544 -0.00383856 0.0098436 -0.000231693 0.0156677 0.0470213 0.0458111 6.43998e-06 -0.000570324
internal_weight=252.096 219.715 32.3811 214.657 21.1922 12.3468 193.465 9.67037 8.84543 183.795 180.671 139.585 41.0866 135.366 133.552 132.017 129.405 118.997 10.4089 38.2584 14.5541 23.7043 18.7761 14.866 11.6192 8.72001 4.92825 7.54401 117.188 29.6798
internal_count=4034 3152 882 3122 115 70 3007 50 45 2957 2937 2627 310 2602 2592 2579 2560 2465 95 284 104 180 131 108 79 63 49 69 2448 865
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 0 1 1 2 2 0 1 0 0 2 2 2 2 2 0 2 0 0 0 2 0 0 0 0 1
split_gain=0.0991698 1.29718 0.558901 1.24386 1.14638 0.515338 0.664175 0.643765 0.556316 3.45119 2.16412 1.24416 1.29309 0.975022 1.16516 1.52889 0.99905 1.29743 0.994603 0.97626 1.01199 1.90139 0.910915 1.68406 0.954164 0.900628 0.814629 1.62683 1.25906 0.713433
threshold=0.47883296910000012 0.4784437592000001 0.47976108500000009 41.827117825850003 40.94178426300001 0.48068920095000006 0.34467530910000005 0.34494476210000008 41.872294782850005 41.481306584950012 0.48637765340000011 0.36491422415000008 0.54386096225000014 0.48351845755000006 42.094663496250007 42.198888176300009 43.157831852650006 42.67709657435001 42.006870117350005 0.50889194935000015 43.680097826700013 0.53158588065000012 0.5261668812000001 0.5654770815500002 42.536568606950006 0.48244064550000004 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.3453938505000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7 -8 9 29 -11 -12 -13 25 18 -16 17 22 -15 -18 -21 -22 -17 -24 -25 -10 -19 -28 -29 -9
right_child=2 -3 5 -5 -6 6 7 8 13 10 11 12 -14 14 15 16 19 26 -20 20 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.00031787694176628603 0.00044498794910223256 -0.062985651809263063 -0.025184765435760099 -0.027571638473817984 0.073210169971341596 0.054696833042848683 -0.037046887853412341 0.041770559266258278 0.015728781336154515 -0.16115010843964492 0.055232292351360124 -0.13316842389721875 -0.011777844360666178 -0.0018336745075768629 -0.19389191808199591 0.024412076124969425 0.05073755091559512 -0.084099156294325766 0.070015789617358035 0.03850850816540001 -0.15429857249718337 -0.0021011118150487331 -0.062839570860674696 0.081354439641894483 -0.04551396003804218 0.07641781942340907 0.071537725167520841 -0.1411374278201748 0.014572681336597192 -0.0002195232740981294
leaf_weight=49.971998629300288 3.8046909496188146 3.4612244297750285 7.968531195074319 3.6466660276055327 5.0242256373167038 2.258232954889535 4.5403960719704619 4.2110525108873835 7.3410110902041179 1.9565997086465348 1.1343191266059873 1.5629754230612891 2.0009265810003853 3.4828485615435048 0.42185447741940052 7.755013210698964 5.5495708633789027 3.6581358499824992 4.3119342571590096 3.7206743444330623 0.99282613056857361 4.7383301030877192 4.4353382624685764 1.7374938349094011 0.89981626482040145 3.6665814593434334 1.3050238182768228 1.1477015540658615 0.94842073805193639 103.43175317901841
leaf_count=999 18 31 47 25 31 12 26 26 38 13 7 24 69 59 15 39 75 33 32 66 194 459 59 44 18 58 10 26 41 1440
internal_value=3.95823e-05 -0.00378271 0.0010729 0.0215599 0.0418531 -0.000307337 0.000811324 0.000115779 0.00110594 -0.00289742 -0.0727834 -0.0359827 -0.0650146 0.00926052 0.00274857 -0.00459775 -0.00243298 -0.0160575 0.0379122 0.0174452 -0.00210222 -0.0284668 0.000741847 -0.0252121 0.0380686 0.035944 -0.0513438 -0.0161134 -0.0706841 0.00142315
internal_weight=251.086 53.4332 197.653 12.4756 8.82892 185.177 177.209 174.951 170.41 114.298 6.65482 4.69822 3.5639 56.1126 45.105 37.3102 36.8883 21.8869 7.79478 15.0014 9.45183 5.73116 14.8277 7.07265 2.63731 11.0076 7.05928 3.40115 2.09612 107.643
internal_count=4034 1030 3004 74 49 2930 2883 2871 2845 1579 113 100 93 1266 1170 1079 1064 270 91 794 719 653 160 121 62 96 110 77 67 1466
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 2 2 2 2 1 2 0 0 0 0 2 2 0 0 1 1 1 1 2 0 0 0 0
split_gain=0.104324 0.534145 1.23361 0.959231 0.488173 1.06579 0.959016 0.439858 0.529781 0.477098 1.23689 0.467392 0.715315 0.427269 1.62796 1.04737 1.03383 0.605927 1.83647 1.67793 0.796761 1.26293 1.96397 1.0262 1.16279 0.950039 1.34656 0.923929 0.912109 0.69719
threshold=39.420767558750008 39.792680591700012 0.34524415440000006 0.50889194935000015 39.861052345600008 39.896141435400004 40.003678352300007 40.137820134150012 40.098777110850008 40.467253020850002 40.413896136950008 0.34521421515000011 40.280372415600006 0.54228915300000013 0.54386096225000014 0.54064249575000012 0.56915960600000015 38.748048509250005 38.478081868400004 0.51505942935000004 0.50086823750000009 0.36575252235000005 0.36533337325000009 0.36945001650000003 0.37473428940000003 36.010074051050005 0.52770875125000016 0.5223196910500002 0.52925062125000011 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -4 -3 -6 -7 8 -8 10 11 -9 -13 15 -15 17 -16 18 20 29 21 22 -1 -22 -25 -26 27 -27 -28 -19
right_child=1 4 3 -5 5 6 7 9 -10 -11 -12 12 -14 14 16 -17 -18 19 -20 -21 23 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.023803875036976018 0.024673416269158893 0.050606485286179829 -0.10745569466644136 -0.025236234613411342 -0.084905567312277358 0.046272610133238481 -0.0071120330420275353 0.035234079985997389 -0.079018004104571049 -0.0015949533893042445 0.087018826967969101 -0.044117175763911165 0.01489084286748941 -0.14546684938403406 0.0062838123946327585 0.072303027321804297 -0.12572558073620357 0.015037411614063068 -0.088331892914775542 0.058289025075808326 -0.068799902302353624 0.088792372376819584 -0.092865662446397046 0.068272403972344894 0.0229254788758112 -0.020859026871697953 0.045727258851810955 -0.1056267218284106 -0.039211095858896365 -0.055271023891215965
leaf_weight=11.087189932881298 3.9878983534872523 1.9073700951848866 1.8048609206452946 6.6367524572196999 1.4749139442465082 4.4518318078480652 3.0490955863206173 3.6509995928499839 1.5432178316405041 147.70559782411328 2.1701713177899356 3.2983353670060733 5.4469792873424012 0.87691971100866695 8.5586459767073357 2.360301961656659 0.63743802483804834 3.196654341532847 2.3186928141512899 6.4955413416028023 2.5398931931704309 2.3230112952733171 1.6587055064737803 2.1411191448569324 5.5923626045696428 2.5021038678241876 2.8467592913657427 2.6451242791954428 2.2743044807575643 2.5239679366350174
leaf_count=273 19 15 18 87 21 30 48 18 15 2535 15 50 54 9 150 9 359 22 28 34 14 14 11 15 44 22 16 34 33 22
internal_value=4.97988e-05 -0.00113221 -0.0211621 -0.0428152 0.000292883 -0.000262508 0.00046621 -0.000755875 -0.0312756 0.000107836 0.0173743 0.0051819 -0.0073643 0.00358433 -0.0152809 0.00720354 -0.00286658 0.00413936 -0.00209906 0.0235087 0.00351578 0.0209801 0.00862092 -0.00929565 -0.000900122 -0.0102381 -0.0282998 -0.0644205 0.00800547 -0.015983
internal_weight=249.707 187.128 12.4295 8.44161 174.699 172.791 171.316 166.864 4.59231 162.272 14.5665 12.3963 8.74531 62.5787 10.073 52.5057 9.19608 50.1454 37.9293 12.2162 35.6106 15.0689 12.7459 20.5417 18.0018 15.8607 10.2683 5.14723 5.12106 5.72062
internal_count=4034 2925 124 105 2801 2786 2765 2735 63 2672 137 122 104 1109 518 591 509 582 504 78 476 298 284 178 164 149 105 56 49 44
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 1 0 2 0 1 2 0 1 1 1 2 1 0 0 2 1 0 2 0 1 1 0 1
split_gain=0.116986 0.566608 1.34428 0.551768 0.740073 0.601733 0.634546 0.521394 0.863055 0.688788 0.490408 0.580561 0.488125 0.470396 0.486934 0.628868 1.65354 1.32973 1.26723 0.542511 0.480746 1.76958 2.7229 2.5756 2.66915 1.20852 0.788155 2.47173 0.469922 1.50346
threshold=0.34509445825000007 0.4815274992000001 0.34494476210000008 0.47604862130000009 44.756878345700009 0.47709649410000005 0.47721625100000004 0.34485494450000004 0.47604862130000009 41.092444989200011 0.47464147780000004 0.34398670700000006 41.50623664750001 0.4778150355000001 0.34515433670000012 0.34536391125000004 0.34542378970000004 42.198888176300009 0.34545372890000009 0.47916230050000003 0.48244064550000004 42.141702038450013 0.34608245260000009 0.48119816770000007 40.984321400500008 0.48271009850000007 0.34566330350000002 0.34575312120000007 0.48447651265000008 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 -5 -7 8 10 -10 11 -1 -3 -8 -15 17 -17 19 -18 -16 21 23 -23 24 -20 -22 -27 -28 -29 -30
right_child=3 12 -4 5 -6 6 13 -9 9 -11 -12 -13 -14 14 15 16 18 -19 20 -21 25 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0049118024920893257 -0.10539586526441627 0.043419517382618546 -0.060261046417983202 0.037629611647692685 0.027301971895396987 -0.048125086820319352 0.029588081894635739 0.031768598823581566 -0.012502470746695216 -0.070075290720423761 0.078618047702953484 -0.073645090329762936 -0.0046150793330365907 -0.081291253668972871 0.012981311211957423 -0.086259324890918643 0.089248278220019073 -0.021676357787298577 -0.025013879977023701 0.060718908716616185 0.078070404655511669 -0.13970791431949126 0.012248555270710323 -0.065049189855593784 0.070743769407062493 0.045688105831662544 -0.1444019335452259 -0.03097962160611379 0.11446445306958174 0.00049131069492028203
leaf_weight=18.665398717392247 1.0934803744057706 4.1512499265372735 4.6144622291030819 4.5281770788133135 0.6826824122108518 2.6200725883245459 5.752035927027463 3.8824100588972206 5.8802785240113717 3.2137139551341534 0.84809604973997821 0.99069270563631917 4.3140734620392323 0.72407502308487792 3.9566490091383439 2.2364809717982999 1.5864007994532574 4.9647077517583957 5.521973669528963 5.9765058495104313 2.0305473916232577 2.5165130905807009 2.2190439403057098 4.3018429749645284 6.1560094356536865 3.7415466234087935 1.1887357383966435 4.6141055040061465 1.1674454063177098 134.6313728173036
leaf_count=480 186 19 35 56 55 16 38 41 29 28 17 20 25 7 15 21 21 34 30 33 52 30 19 22 33 20 16 24 5 2607
internal_value=5.78595e-05 -0.00446133 -0.00966154 0.00109844 -0.0543924 0.00159017 0.000757155 -0.00268766 -0.00720731 -0.0328481 0.00416484 0.000952432 0.0189403 0.00141977 0.000555797 0.000873036 -0.000834967 0.0205823 0.000291005 0.0417037 -0.000548561 -0.0148129 -0.0685023 0.00109775 0.0254644 0.00145649 0.000386135 -0.000810881 0.00040476 0.00147112
internal_weight=248.771 46.5604 38.0951 202.21 1.77616 200.434 195.906 33.4806 29.5982 9.09399 20.5042 19.6561 8.46532 193.286 187.534 186.81 171.912 14.8979 169.676 9.93315 168.089 20.7154 4.73556 15.9798 11.678 147.374 145.343 141.602 140.413 135.799
internal_count=4034 694 650 3340 241 3099 3043 615 574 57 517 500 44 3027 2989 2982 2900 82 2879 48 2858 134 49 85 63 2724 2672 2652 2636 2612
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 0 0 0 2 1 2 2 2 1 1 1 2 0 0 1 0 0 0 0 1 1 1 2 2
split_gain=0.107602 0.556147 1.49726 1.11795 1.78911 0.896031 0.802442 0.710872 0.743105 0.530739 0.385489 0.189728 0.185333 0.720616 0.620619 0.359731 0.336896 0.20334 1.32873 2.58385 1.57272 0.960686 1.72629 0.870971 0.985578 0.848505 1.51198 0.908504 0.672825 0.48775
threshold=33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.49830843385000007 0.52453519355000011 0.5681267027500001 0.56859076075000015 34.654301448200009 0.33992994225000006 35.171584490050009 36.010074051050005 36.364346611650006 0.39019789825000006 0.36533337325000009 0.38733870245000007 38.400997490450003 0.50410167360000013 0.51505942935000004 0.36575252235000005 0.52770875125000016 0.5223196910500002 0.49880243110000005 0.4778150355000001 0.39091643965000006 0.39476362980000007 0.39542229275000007 38.748048509250005 39.011793722550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 10 -6 -8 -9 -2 -1 -11 15 14 -14 -13 -17 18 20 -20 23 22 -21 24 -15 -23 -27 -28 -19 -30
right_child=9 3 -4 4 6 -7 7 8 -10 11 -12 12 13 17 -16 16 -18 28 19 21 -22 25 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.016391966880409729 0.045368861952325847 0.10574587324548008 -0.19782291856581058 -0.21462445965903326 0.11213045590830831 0.11153284814591341 -0.1232807888022117 0.11886997346011562 -0.1073952146140582 -0.023497763183609716 -0.13278648408819124 0.06634350282496991 -0.0056985670419193099 -0.0048069169984403292 -0.12025620337757095 -0.039548410511603682 0.029077756962495184 -0.03996856272378374 -0.15984088113695882 0.028880668087841194 0.11528108363639562 0.11861594960932037 -0.09235691367386234 -0.035237575625373066 0.074525462461163816 -0.14126724047877168 0.12153404084245156 0.010669697149547254 0.026494892697155589 -0.00079462361459659502
leaf_weight=0.30746246819035039 2.5918973859670578 0.88039433956146274 0.5417488571256398 0.41459068655967746 0.58323827385902394 0.46226328611373901 0.48727051273453958 0.40383782982826233 0.22659204777937703 3.4238043254026698 0.39673725172906416 1.2358888014423417 0.96881139764445723 3.0067281385127007 0.923887231639128 1.1745041310787203 1.8298170301177377 4.2744836568635938 1.0744233824079845 2.20897352695465 2.0173529429885084 0.79587864875793357 2.507810692070052 2.3164541274309158 3.2681343145668507 0.60824263095855524 0.82692831754684437 6.9648535088235803 6.7779046912073673 194.31723459722343
leaf_count=61 65 6 8 3 2 2 22 1 123 47 31 28 31 61 42 8 41 62 12 12 11 2 29 11 28 5 2 199 62 3017
internal_value=6.95353e-05 -0.0149104 -0.0604458 0.0110529 -0.0283543 0.00335725 0.0170476 -0.0325685 0.0375447 0.000359389 -0.0676533 -0.000125639 0.000211865 -0.000165412 -0.0616178 0.0209307 0.00224916 0.000338174 0.00874287 -0.0104264 0.0358238 0.00111229 -0.0355787 0.0171662 0.0365117 0.0199319 0.0105819 0.0224355 -0.000709327 0.000125169
internal_weight=247.818 4.70414 1.70821 2.99592 2.11553 1.16646 1.70094 1.1177 0.63043 243.114 0.7042 240.522 237.098 232.858 1.8927 4.24021 3.00432 230.965 25.5958 14.9871 10.6087 13.9127 4.71678 8.59132 6.27486 9.1959 8.40002 7.79178 205.37 201.095
internal_count=4034 259 102 157 151 94 148 146 124 3775 92 3710 3663 3586 73 77 49 3513 372 261 111 249 41 100 89 208 206 201 3141 3079
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 1 2 0 1 1 0 1 0 2 2 0 1 1 0 0 0 0 2 2 1 2 1 1 0
split_gain=0.105401 0.138669 0.42092 0.243186 0.175445 0.120345 1.39945 2.237 1.14595 0.526733 0.942949 2.5319 0.922591 1.09251 1.4676 0.995961 0.508199 2.58419 0.839468 2.19683 1.06066 1.2511 1.10998 0.86792 0.8253 1.59666 2.00286 1.31907 1.64009 0.673139
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.46112391845000006 0.5216909673500002 0.38780276035000005 37.828051409500013 0.5231430197000001 0.39408999735000005 0.39045238170000002 0.53043322055000008 0.39587138110000003 0.53475943835000017 36.728658719300007 48.96897326980001 0.52005927965000021 0.38370108680000009 0.3782970569500001 0.5098649741000002 0.50278434775000014 0.50086823750000009 0.50706565670000014 41.605323437500005 38.625745710700009 0.35651627195000007 43.426640904350009 0.36575252235000005 0.36533337325000009 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 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 -5 6 16 -8 -7 10 -10 -12 -11 14 -14 -16 17 18 19 20 21 24 23 -22 27 -26 -27 28 29 -1
right_child=1 2 3 4 -6 8 7 -9 9 12 11 -13 13 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.002909508272235684 -0.10059538348779251 0.090789659104962173 -0.10812028442562867 0.07419152792597343 -0.053087717963888476 0.041810472179901866 0.027484353273271363 -0.14465142565130182 0.0074047631152640908 0.043952147230151353 -0.098811636509957723 0.038651154419112849 0.064153103619426707 0.0033736665188490856 -0.10670654401393745 0.090385991414052957 0.044626833355781256 -0.12192997017859744 0.040206984014072564 -0.083342826211361909 0.023082000512370079 -0.077373653640318438 -0.024104998695567901 0.093601380071057463 -0.00042102497341661759 -0.10568824595672284 0.026084394278172548 0.098579333423605336 -0.081056493506294069 0.046130552562656579
leaf_weight=5.0434789092723769 0.21957095403376925 0.28664799861144252 0.38372763890765782 0.1872247468563728 0.25690366732487746 7.0794888488017014 1.3561831708066159 1.7029596438951555 6.2773599209031072 5.1486475690035141 3.6666241390630603 2.1115476954728365 0.82906395196914617 53.733982213110721 2.5656349296259582 0.28485704236663867 2.5048953136429182 1.7410333170555521 5.1685955703724167 3.1552873698528847 4.0899954903870803 2.1259155180305234 2.5134452786296606 3.0443448387086391 116.44485597175662 3.1957704630040089 1.8049007634981533 1.9590458571910847 1.6988471895456321 6.2895145155489445
leaf_count=225 433 11 58 5 426 43 12 87 46 36 94 25 13 667 221 40 16 19 31 40 29 23 34 29 1152 69 76 9 11 54
internal_value=7.2811e-05 -0.0279593 -0.0136491 -0.0498114 0.00056754 0.000225118 -0.00133821 -0.06834 0.00336029 -0.000287737 -0.0194275 -0.0485779 0.00340044 -0.000236101 -0.0529509 -0.0870106 -6.33789e-05 -0.000770656 0.000576926 -0.000776301 0.000981481 -0.00125076 0.0330411 0.0531738 -6.46327e-05 -0.00279715 -0.0581273 0.0220723 0.0105712 0.0243064
internal_weight=246.87 1.33408 1.1145 0.827856 0.444128 245.536 163.839 3.05914 81.6972 74.6177 12.0555 5.77817 62.5622 57.4135 3.67956 2.85049 160.78 158.275 156.534 151.365 148.21 138.562 9.64779 7.13434 136.436 121.446 5.00067 14.9909 13.0318 11.333
internal_count=4034 933 500 489 431 3101 1916 99 1185 1142 165 119 977 941 274 261 1817 1801 1782 1751 1711 1619 92 58 1596 1297 145 299 290 279
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 0 0 0 2 1 2 0 0 1 2 0 0 0 0 0 2 1 1 2 0 0 2 2 2
split_gain=0.113306 0.514006 1.24847 0.958136 1.32557 0.779033 0.707175 0.63533 0.659227 0.459281 0.358113 0.215144 0.194599 0.179018 0.173733 0.898134 0.530993 1.15062 0.89538 1.90606 0.420527 0.626348 0.505045 0.980428 0.663522 0.710922 0.661567 0.885709 1.81704 1.21261
threshold=33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.49830843385000007 0.52453519355000011 0.5681267027500001 0.56859076075000015 34.654301448200009 0.33992994225000006 35.171584490050009 0.42314601355000009 0.51401155655000019 0.34509445825000007 35.419594101850009 0.4815274992000001 0.47976108500000009 0.47943175355000006 0.47817430615000006 0.47604862130000009 44.756878345700009 0.34527409360000011 0.3453339720000001 41.32819714970001 0.48028502140000007 0.47943175355000006 42.456897412850005 41.147265497500008 43.426640904350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 10 -6 -8 -9 13 12 -11 -1 -2 16 -16 17 18 19 -13 21 -17 24 -24 -22 -26 27 28 -25 -29
right_child=9 3 -4 4 6 -7 7 8 -10 11 -12 14 -14 -15 15 20 -18 -19 -20 -21 22 -23 23 26 25 -27 -28 29 -30 -31
leaf_value=-0.10200494753807886 0.019847407798309194 0.1049588865249137 -0.18735739098703796 -0.18608185780952713 0.11054992298805198 0.10988867897797708 -0.12146319760828911 0.1166986558591418 -0.10674331109666105 -0.02513609018095489 -0.1306604440593955 -0.0029642507822923974 0.069226711384891476 0.073333033159490732 0.10898016059956553 -0.10514760958887513 0.017454853369264708 -0.075333477496344503 0.045824888196042551 -0.089422270599406606 0.053290763850601122 0.022206523080446766 -0.055570012196638346 -0.018384276385144685 0.029483655987545973 -0.02882434002747546 -0.00086105819046155239 -0.069667538068626647 0.064484005004996167 0.028663684237347609
leaf_weight=0.097070654242996879 1.4814052283763879 0.77066488564014468 0.52497755177319039 0.41190198063850392 0.52184671163558949 0.40689153224229813 0.44997920340392716 0.37079161405563354 0.20506396607470379 3.3843005992921453 0.37420579714307678 28.328461225697541 0.20985302049666643 1.0834579141874199 0.77552090334393042 0.896872538854949 8.3427907563745958 2.5469400435686103 3.0740478895604602 2.8021380123682311 4.2075610160827628 0.67820468521676958 3.0993397869169703 4.081071615219118 4.9389340863563103 3.6264120414853096 154.69400819649672 2.2433980959467581 7.5246068760752678 2.8439796175807714
leaf_count=56 28 6 8 3 2 2 22 1 123 47 31 516 5 37 13 159 44 14 13 22 21 55 36 23 28 20 2573 44 45 37
internal_value=6.19406e-05 -0.015946 -0.060703 0.0104959 -0.0266544 0.000408655 0.0157758 -0.0324363 0.0371303 0.000350847 -0.0649923 -0.000102579 0.0150713 0.042441 0.00025839 0.00158521 -0.00532053 -0.0104907 -0.00566234 -0.0107465 0.00114415 -0.0503108 0.00157695 0.000171849 0.0207715 0.00479711 0.00117988 0.0200932 0.0353438 -0.0146978
internal_weight=244.997 4.34325 1.613 2.73025 1.95958 1.08802 1.54768 1.02583 0.575856 240.653 0.681129 238.089 0.306924 2.56486 234.704 189.61 45.0944 36.7516 34.2046 31.1306 188.834 1.57508 187.259 174.486 12.7729 8.56535 171.387 16.6931 11.6057 5.08738
internal_count=4034 259 102 157 151 94 148 146 124 3775 92 3710 61 65 3663 3054 609 565 551 538 3041 214 2827 2758 69 48 2722 149 68 81
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 0 2 2 2 2 1 2 2 0 0 2 1 0 1 0 0 2 2 0 1 1 0 2 2
split_gain=0.10635 0.984804 0.439694 0.444347 0.379044 1.88657 1.62177 1.09002 1.15561 1.42026 1.7822 1.17863 0.771189 1.48324 0.865197 1.07557 0.759155 0.844976 3.4574 1.61957 0.66499 1.12784 0.549321 1.50839 0.353274 0.324223 0.704783 0.482867 1.14772 1.08191
threshold=0.47883296910000012 0.4784437592000001 0.47961138885000004 0.34554354660000003 40.377444152000002 0.34479506600000004 0.47808448850000007 41.571132012400007 41.741384785950011 41.872294782850005 42.434124620650003 0.34608245260000009 42.719328117250008 43.426640904350009 0.47769527860000011 0.46898296455000005 41.481306584950012 0.3453339720000001 0.47721625100000004 0.32388251845000005 0.47700667645000011 0.47464147780000004 38.969453495950006 38.121007182500009 0.47676716265000008 0.34219035360000005 0.35862698720000002 0.39718870690000002 48.96897326980001 48.778770352700008
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -7 16 -9 -10 11 -11 24 -14 15 25 17 18 19 -6 21 22 23 -1 -12 27 -27 -15 29 -29
right_child=2 -3 -4 -5 7 6 -8 8 9 10 12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0041517455092820021 0.039797808419329693 -0.056168450610090043 7.1039862791350133e-05 -0.0047306801435483548 0.021532577164178113 -0.15671606587474943 -0.0081515971045618158 -0.085758533897131464 0.074348670077836396 -0.14108949540063759 0.073661679044258577 0.02262084809132911 -0.10740950232519222 0.0075414068117549806 0.080931998823672371 -0.088109814273493528 0.076315920389160297 0.061151170219792196 0.035398043524694084 -0.19399265479619868 -0.064368259990945961 0.11723612800172858 0.039863671240499624 -0.16605725143265515 0.01369327881353403 0.11727327019387267 -0.041259416720742098 -0.11107429840989774 -0.17052672095475463 0.10660127421212542
leaf_weight=4.0535570677493507 5.6911345049738866 3.3756324760615817 182.10919042313708 3.6966835968196392 0.49861191280069572 1.5299207010584717 1.4137903973460195 1.7608205648139144 2.2172584722284254 1.572321418323557 1.6951615124999104 0.61052991164615367 1.4252477674308455 7.2633680741710105 1.201546536758541 1.4701294002588827 2.6232355874963096 2.9394274231162854 5.5482533052563667 1.1593576183950061 1.1625612229108799 0.97784988582134236 2.574509474565275 0.59738364670192812 2.3361692130565643 0.69309321045875438 0.47098752233432606 0.40290384332183726 0.5444980151951313 0.52699229121208191
leaf_count=153 26 31 2946 32 22 82 8 22 16 64 27 13 130 95 10 41 12 17 19 79 6 5 22 13 17 2 63 49 9 3
internal_value=6.46729e-05 -0.00391593 0.00115899 0.0222636 -0.000335916 -0.0155344 -0.0853643 0.00472596 -0.00775079 -0.00162702 -0.00996116 -0.0953007 0.000370648 -0.0107278 0.000231416 -0.00829529 0.0283635 0.0159651 -0.00246636 -0.129176 0.00641331 0.0164444 0.00280382 -0.0177105 0.0389098 0.00355479 0.0531309 -0.00304994 -0.0552265 0.0122872
internal_weight=244.142 52.6451 191.497 9.38782 49.2695 12.3096 2.94371 36.9599 24.191 22.4302 20.2129 2.18285 18.0301 13.9988 12.5735 11.372 12.7689 10.1457 7.20622 1.65797 9.36586 8.2033 7.22545 4.65094 4.03133 9.90184 1.16408 8.73776 1.47439 0.929896
internal_count=4034 1030 3004 58 999 289 90 710 561 539 523 77 446 402 272 262 149 137 120 101 199 193 188 166 44 221 65 156 61 52
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 2 1 1 1 1 0 1 2 0 0 1 0 1 1 1 2 2 1 1 0 0 0 2 1
split_gain=0.116508 0.735044 0.952529 0.556592 0.833677 0.453441 0.444534 0.522309 2.02466 1.40314 0.675007 0.611646 0.580636 0.565061 0.548862 1.90459 0.715356 1.09422 1.2614 1.69062 1.32553 0.978863 1.18043 0.675455 0.530988 0.980765 0.720713 1.49562 0.625073 1.35092
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.34674111555000003 40.467253020850002 40.80591513400001 0.41911918805000009 0.42114008565000011 0.40301188585000008 0.40509266190000009 0.54300769440000007 0.4025178887000001 42.686561923500008 0.53749887730000012 0.54228915300000013 0.39814676205000005 0.5276039639500002 0.39408999735000005 0.38370108680000009 0.38780276035000005 41.685324604100011 48.457543166250012 0.39019789825000006 0.42209814075000007 0.54499865270000014 0.55257327625000008 0.55677973715000018 41.092444989200011 0.43639411995000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 -3 -2 9 -9 12 -11 13 14 -10 16 -16 17 18 19 -8 -21 -19 -23 -22 -13 -26 -27 -28 -29 -30
right_child=6 2 -4 4 -6 -7 7 8 11 10 -12 24 -14 -15 15 -17 -18 21 -20 20 23 22 -24 -25 25 26 27 28 29 -31
leaf_value=0.0014272088458464997 -0.023239384134834246 0.065547307875063951 -0.022669636191969999 -0.08194581992918025 0.0088373659046970653 0.016447214145759597 -0.00034555437834137698 0.10449671503321151 0.015838203799504718 0.006378364022943438 -0.12549262635928668 -0.13049232109223488 0.040887657742929774 -0.13225507767920372 -0.15727910967449008 0.013183318976326578 0.055654247679740226 0.072468488501116354 0.081199664451478137 -0.020332508640342119 -0.2715708443299773 -0.12077547321123688 0.047984157580530706 -0.10540306428230568 0.11113682290314034 -0.0436297672985815 0.10316189763542004 0.039027989787243089 -0.1238334892742689 0.0020771414306631135
leaf_weight=87.114054493207732 9.0524825102329469 4.6143085595685971 2.7780279141734354 2.0212771669030181 2.0249213925999356 3.1750595595221967 96.759467108931858 2.2374727639835355 0.44193626468768232 0.54275663668522511 1.3627352188632356 0.27123340219259162 3.1566006094217292 0.61785002008036827 0.9997039299923921 1.9034713788423685 2.1497629107907406 0.45832841098308508 1.8393793814175285 1.3223953754641109 0.40882010012865044 2.0272522738669072 0.52099775290116657 0.60908583857235499 0.91175232594832678 2.5758252613595678 1.642403402365743 2.8337525576644094 1.0055630677088627 5.5844544983392552
leaf_count=1393 141 32 36 13 32 23 1133 15 7 8 80 7 14 91 12 52 20 4 25 14 3 122 4 51 4 23 14 52 21 588
internal_value=5.70883e-05 0.00263733 0.0276037 -0.000256804 -0.0365133 0.0455334 -0.00180138 -0.00033321 0.015437 -0.00283882 -0.0879307 0.00289238 -0.00139313 -0.0704994 -0.00261758 -0.0455152 -0.00144374 -0.00262462 -0.000853875 -0.00237686 -0.086361 -0.0620733 -0.086272 -0.172141 0.00813891 0.0107225 0.00401142 0.0151007 -0.00024693 -0.0171354
internal_weight=242.963 101.728 10.5674 91.1603 4.0462 7.78937 141.235 132.183 18.1222 114.061 1.90549 15.8848 112.155 1.05979 108.999 2.90318 106.095 103.946 100.939 99.0998 2.3403 3.00658 2.54825 1.01791 14.825 14.5538 13.642 11.0662 9.42377 6.59002
internal_count=4034 1529 91 1438 45 55 2505 2364 822 1542 88 807 1454 98 1440 64 1376 1356 1226 1201 68 130 126 54 709 702 698 675 661 609
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 0 0 0 2 1 2 0 0 0 0 0 0 0 0 2 2 0 0 2 2 2 0 1 1
split_gain=0.100787 0.452706 1.08383 0.859984 1.10745 0.693014 0.633652 0.565542 0.588777 0.381101 0.314396 0.174473 0.170427 0.153571 0.1515 0.7099 0.511999 0.421589 0.431096 1.03322 0.339401 0.60082 0.821897 1.11303 0.528455 0.451818 1.34384 0.871469 0.801222 2.44754
threshold=33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.49830843385000007 0.52453519355000011 0.5681267027500001 0.56859076075000015 34.654301448200009 0.33992994225000006 35.171584490050009 0.42314601355000009 0.51401155655000019 0.47721625100000004 0.47754558250000007 0.47709649410000005 0.47769527860000011 0.4778150355000001 0.47808448850000007 38.969453495950006 39.525197829750006 0.47700667645000011 0.47676716265000008 38.121007182500009 42.488347682450005 42.719328117250008 0.46898296455000005 0.32388251845000005 0.3447052483500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 10 -6 -8 -9 13 12 -11 -1 -2 16 -16 20 -17 -19 -20 24 -22 23 25 -13 28 -27 -28 -23 -30
right_child=9 3 -4 4 6 -7 7 8 -10 11 -12 14 -14 -15 15 17 -18 18 19 -21 21 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.10182576845929746 0.018137197211694413 0.1044607229381148 -0.18091143998945999 -0.17307569704859871 0.10943174640761283 0.10886760057536023 -0.11975089133959178 0.11483711486139619 -0.10608724282465708 -0.022490601883014189 -0.12754518800448733 -0.0079800032047796562 0.064804222465064398 0.068424512569373777 0.038853853312859579 -0.047200787672148296 -0.048287598554147215 0.033344781481182188 -0.084929960961487375 0.00069350448915238066 0.056622761399480775 0.028314337888145052 0.046343991880809281 -0.13709898639678983 -0.091771469370465125 0.095285412226447055 0.00092211536967797762 -0.10829396251676822 -0.16131735812599451 0.0058982473456447512
leaf_weight=0.088462804182198651 1.4501528209075325 0.69948060065507922 0.49147363426163782 0.39953972399234761 0.4761148542165754 0.3709385022521019 0.41319700097665191 0.34022390842437744 0.18690144790707564 3.4274460506203459 0.34563993511073932 2.949337113255758 0.20049929711967707 1.0448267713381936 4.8905511307530096 1.8521112706512202 2.6604377832263699 3.9715307652950278 1.4198405686765898 189.97836714469213 1.8725272797164532 1.6631174797657973 2.967770278453826 0.66795633686706324 1.0105770494046735 1.4555409957829386 9.9145226423133828 0.78871856431942511 1.3763731782091784 2.4046169857174391
leaf_count=56 28 6 8 3 2 2 22 1 123 47 31 106 5 37 30 16 17 17 18 2812 12 69 21 16 18 20 272 65 45 109
internal_value=5.35877e-05 -0.0156631 -0.0592041 0.0102492 -0.0260393 0.000282318 0.0154358 -0.0321573 0.0365045 0.000318818 -0.0631881 -9.34634e-05 0.0137921 0.0391961 0.000237643 0.00121808 -0.0064273 0.000284819 0.000734984 5.83279e-05 -0.00231343 0.00232142 -0.00246612 -0.0103944 -0.0293637 -0.00558653 0.0051338 -0.00712598 -0.0295291 -0.0549723
internal_weight=241.779 4.01247 1.49701 2.51546 1.81598 1.00554 1.41644 0.940322 0.527125 237.766 0.634602 235.271 0.288962 2.49498 231.844 202.112 29.7315 197.222 195.37 191.398 27.0711 23.1111 21.2386 18.2708 3.95991 17.6029 12.1588 10.7032 5.44411 3.78099
internal_count=4034 259 102 157 151 94 148 146 124 3775 92 3710 61 65 3663 2893 770 2863 2847 2830 753 629 617 596 124 580 357 337 223 154
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 0 2 2 2 1 2 0 2 0 2 0 2 2 2 0 0 0 0 2 2 1 0 0 1
split_gain=0.103731 0.630247 0.817034 0.436629 0.627905 0.43457 1.76669 1.45818 0.754068 1.18989 0.65736 0.640896 1.58703 0.587172 0.563645 0.55633 0.551882 2.8135 1.7686 1.23104 0.942449 1.50806 1.83142 0.789463 0.653319 1.16157 1.07639 0.608177 0.507709 0.81389
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.34674111555000003 0.39072183470000005 0.52770875125000016 39.110279783550006 40.003678352300007 39.952536079750011 0.39045238170000002 39.458743938000005 0.54136103710000005 39.110279783550006 0.5398790455000001 40.137820134150012 0.48271009850000007 39.664548207900005 39.749124837650008 39.337369931850013 0.47997065955000012 0.4784437592000001 0.47700667645000011 0.47464147780000004 38.969453495950006 38.121007182500009 0.34398670700000006 0.46989611090000011 0.52005927965000021 0.38052752915000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 10 7 -7 9 11 15 13 -13 -8 -10 16 17 20 19 28 21 22 23 24 25 26 27 -1 29 -18
right_child=-2 2 -4 4 -6 6 8 -9 14 -11 -12 12 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026829038403352388 -0.0017177486858476608 0.042940037454289766 -0.02037700419389981 -0.070148084843826841 0.0079212788560754019 -0.15497357308409987 -0.0021021982644841663 0.0099218601299412377 0.0044077722030372761 0.087251243352274022 0.04796266426456975 0.015714555597919736 -0.13901384177585305 0.05316794415237347 -0.10138058705099487 0.04556450745908934 0.0056739048784863891 -0.088805133323184959 0.057318302531564919 -0.061869220028097111 -0.065356873816397792 0.072737286777637314 -0.10352628851018882 0.098722742252430454 0.051991942620644174 -0.15324277501259756 -0.13122199982714475 0.11404298245907621 0.029459789962289647 -0.053634656979477592
leaf_weight=3.0217473474622261 139.85970564319177 7.5583594370400515 2.7903401103540091 2.1069087833166114 2.0160001696567633 1.4292594023500016 17.330510383814286 0.85834828874794755 0.84126130864024107 1.588348701596259 3.5489552393555632 1.6197999417781823 1.1221178613977825 2.1619156637534607 1.2550042602670144 2.9814161509275428 15.505431637167939 3.8497061512607607 6.1233803965151301 3.0616242513060561 1.5763919204473484 3.4757702872157088 1.5545832961797712 0.99296620488166798 1.9361298878793602 0.5524870907247531 0.53516164924894827 0.58543825894594181 6.4548658244311801 2.7196772620081893
leaf_count=136 2505 55 36 13 32 49 568 28 5 5 15 10 49 42 53 14 116 28 37 31 10 16 11 8 14 15 70 5 36 22
internal_value=4.65776e-05 0.00248601 0.0258677 -0.00017871 -0.0319741 0.00133359 -0.00886119 -0.0931021 -0.00142608 0.00363361 0.00625118 -0.00233976 -0.0476074 0.00402784 -0.0589262 0.00355609 0.00114501 -0.0129616 0.00867645 -0.00206022 0.00755578 0.0166388 -0.00460491 0.015566 0.00311353 -0.0170437 0.00112188 0.0207564 0.00535926 -0.00317653
internal_weight=241.014 101.154 10.3487 90.8052 4.12291 86.6823 28.2066 2.28761 25.919 23.8227 58.4757 22.2343 2.74192 19.4924 2.09627 54.9268 51.9454 18.0804 33.865 27.7416 14.2307 12.6543 9.17851 7.62393 6.63096 4.69483 4.14235 3.60719 24.68 18.2251
internal_count=4034 1529 91 1438 45 1393 809 77 732 674 584 669 59 610 58 569 555 313 242 205 285 275 259 248 240 226 211 141 174 138
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 1 0 1 0 2 0 1 2 0 0 0 1 1 0 2 0 1 0 2 1 2 1 1 1 0
split_gain=0.0935184 0.498702 0.522693 0.215879 0.141605 0.0989211 0.293315 0.391009 0.272972 0.214511 0.107573 1.61525 3.74964 1.708 1.39494 0.980939 2.52013 0.626097 0.997743 2.11116 0.810612 1.03827 0.93842 0.634005 1.36723 1.62572 0.924593 1.42011 0.575434 0.99013
threshold=0.46476153410000004 38.903925214650009 0.4662734648500001 0.46280051495000007 42.522337019050006 0.45280081435000008 0.56341127510000011 0.45368402140000008 0.58415915690000009 42.402981339000007 0.5223196910500002 0.38906020780000011 39.051326806600009 0.5216909673500002 0.5231430197000001 0.52005927965000021 0.38370108680000009 0.37977904855000005 0.5098649741000002 39.952536079750011 0.50278434775000014 0.37078231190000005 0.50086823750000009 38.625745710700009 0.35651627195000007 43.426640904350009 0.36575252235000005 0.36533337325000009 0.34739977845000009 0.49053920540000012
decision_type=2 2 2 2 2 2 2 2 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 -4 10 -7 -8 -9 -10 11 15 -13 -14 -12 16 17 18 20 -20 22 -22 23 26 28 -26 27 -1 29 -25
right_child=1 2 4 -5 -6 6 7 8 9 -11 14 12 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.023056036999369745 -0.12187610807767797 0.082200192617363124 -0.10521252645756562 0.038858544712611548 0.032050667716056983 -0.11363901034250634 0.026025919392642913 -0.10389518492765792 -0.10153383640428822 0.093446126416301054 0.055834126237710682 0.036102978398102128 -0.12189905338440549 -0.36382240366688379 -0.00028123556217324531 0.052310642743727633 -0.11273931786124664 0.039717045819237878 0.031637750903893501 -0.1159290515467911 0.05132182254571821 -0.02017599274022366 -0.066371888605150767 -0.00069669691396939822 -0.099358783438998233 0.022571486335710614 0.083863652650844556 -0.074788735948748505 0.026402661413797004 -0.060545465648326892
leaf_weight=10.815266130855886 0.38636807286047659 0.49964336608536541 0.30161211570339219 1.4355316823348392 0.10010070425596496 0.29500931050279122 1.317496538278647 0.52956659987103183 0.087872878793859854 0.15766386249015341 4.7360820159083223 1.6103657442072283 1.2110730520653303 0.38447983772493888 68.514072439878873 3.5251182233914724 1.9937827768735576 3.949421875178813 1.7446937616914504 2.181956043234095 6.511497048661111 2.9518036684021354 2.1773804984986773 103.83433642332966 3.0223842608684199 1.7134344141231848 1.9375079572200764 1.7191525325179107 7.4797171875543418 2.8398828804492942
leaf_count=279 242 8 243 13 278 21 9 106 38 15 29 21 77 6 1103 21 22 21 12 35 59 35 23 1080 69 76 10 11 54 18
internal_value=5.11506e-05 -0.0268251 0.0139187 0.000196155 -0.0710086 -3.77886e-05 -0.0202897 -0.00712958 -0.0634863 0.0236665 0.0001681 -0.00127279 -0.0715464 -0.180195 0.00334697 0.000149526 -0.00103774 0.000419033 -0.000623104 -0.050362 0.00072382 0.0290201 -0.00125182 -0.000188614 -0.0025942 -0.055244 0.0195738 0.00963618 -0.000409961 -0.00228999
internal_weight=239.964 1.28772 0.901356 238.677 0.401713 237.241 2.38761 2.0926 0.775103 0.245537 234.853 161.603 3.20592 1.59555 73.2502 158.397 154.872 152.878 148.929 3.92665 145.002 9.4633 135.539 133.362 118.89 4.73582 14.4719 12.5344 114.154 106.674
internal_count=4034 771 529 3263 521 3250 189 168 159 53 3061 1929 104 83 1132 1825 1804 1782 1761 47 1714 94 1620 1597 1297 145 300 290 1152 1098
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 0 0 0 2 1 2 0 0 1 1 1 1 0 1 2 2 1 1 0 0 1 2 2 1
split_gain=0.0899566 0.451326 0.902797 0.714319 0.849137 0.621659 0.568128 0.503309 0.525157 0.399612 0.273321 0.183089 0.140943 0.885743 0.423869 2.10042 0.967107 1.67476 0.668116 0.711338 0.849271 0.94129 0.493648 0.563679 0.856633 1.77546 0.498341 0.410702 1.08054 0.415443
threshold=33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.49830843385000007 0.52453519355000011 0.5681267027500001 0.56859076075000015 34.654301448200009 0.33992994225000006 35.171584490050009 0.47883296910000012 0.4784437592000001 0.34536391125000004 0.34524415440000006 0.34551360740000009 0.34566330350000002 0.47769527860000011 0.34584293880000011 42.719328117250008 44.756878345700009 0.34503457980000002 0.34479506600000004 0.47736594710000008 0.47604862130000009 0.34488488370000009 38.969453495950006 39.011793722550003 0.34311846950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 10 -6 -8 -9 -2 -1 -11 13 14 15 22 -16 -18 19 -19 -21 -22 23 24 25 27 -25 -13 -29 -30
right_child=9 3 -4 4 6 -7 7 8 -10 11 -12 12 -14 -15 16 -17 17 18 -20 20 21 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=0.010510522646663398 0.040761754234337061 0.10389427394553435 -0.17136414514875353 -0.15428533451489504 0.10860366742755286 0.10774807169788699 -0.11816655144979751 0.11325901462156213 -0.10549210128883145 -0.02320758052266142 -0.12534730986824846 -0.030129459574239167 0.0015151453815038759 -0.054672876033102946 0.057689521517214182 -0.087182136219399964 -0.15819904328806286 -0.11773962264393563 0.049962323472496184 0.068589498076796124 -0.11573516076165165 0.031471724079130813 0.02545382012129805 -0.090063053161482234 0.051426596736386582 -0.11826545909625577 -0.013419427349235156 0.13043180600922477 -0.0039224437891874761 0.047154474392521926
leaf_weight=0.27263558845152081 2.4149045140111403 0.61728175729513202 0.47976754838600755 0.37600492686033238 0.44095875322818734 0.33007314801216125 0.37396651459857821 0.31256890296936035 0.16912853386747884 3.3870930961838885 0.32413980995261227 3.3614910802134679 179.59372243078406 3.2865562499500802 3.7201100203674269 2.9331978276895816 0.65192925231531251 0.59057517652399871 2.5063970452174544 1.1679792174472825 0.86343445157399379 0.87414165097288787 6.6565779321972505 1.3378653968684369 2.9172599697485557 1.328676446340977 2.3185661129682558 0.69369340687990089 12.424604304891544 1.8265410164021876
leaf_count=61 65 6 8 3 2 2 22 1 123 47 31 86 2745 31 32 36 13 17 22 49 45 58 106 32 12 11 23 2 323 20
internal_value=4.89145e-05 -0.0154296 -0.0600126 0.0119563 -0.0219733 -0.00237338 0.0163956 -0.031123 0.0364534 0.000292539 -0.0632809 -0.000127909 0.000213378 -0.0045135 -0.000943195 -0.00610111 0.0168547 -0.00597361 0.0105595 -0.0176887 0.00264739 -0.0416782 0.0011353 -0.0050412 0.000863894 -0.00664843 -0.0414629 0.00145275 0.00855643 0.00262398
internal_weight=238.552 3.69653 1.40662 2.28991 1.67263 0.926849 1.29662 0.855664 0.481697 234.855 0.596775 232.44 229.053 49.4596 46.173 35.7985 10.3746 6.65446 6.00253 3.49613 2.90556 1.73758 32.8653 26.2087 22.5523 19.635 3.65643 18.3063 14.9448 14.2511
internal_count=4034 259 102 157 151 94 148 146 124 3775 92 3710 3663 918 887 651 236 204 191 169 152 103 615 509 454 442 55 431 345 343
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 0 2 0 2 0 0 2 2 2 2 1 1 0 0 2 2 1 1 0 0 2 1 2 0
split_gain=0.0870044 0.292382 1.49011 0.500461 0.275791 0.478243 0.198751 0.371299 0.349403 0.737281 0.782619 0.409031 0.183486 0.225593 1.35787 1.17171 0.333788 0.731888 0.616016 0.184507 0.447982 0.70008 0.205668 0.535805 0.245716 0.432227 0.322795 0.817645 0.254722 0.216622
threshold=0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.48119816770000007 0.39672464895000009 49.420225120050006 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 48.778770352700008 44.421469061800003 48.457543166250012 47.927946529500012 0.35471991855000007 0.35862698720000002 0.54228915300000013 0.43513667255000005 39.577821550850011 39.458743938000005 0.32168198560000011 0.33750486510000005 0.46739618575000003 0.46898296455000005 43.572676689450006 0.33992994225000006 34.466665687600006 0.45798030000000006
decision_type=2 2 2 2 2 2 2 2 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 12 -3 -4 5 -5 8 -8 9 10 11 -1 13 19 15 16 -15 -18 -19 20 21 -2 -21 29 26 -26 27 -25 -29 -24
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 22 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.037774613001131774 -0.059744793184171745 -0.15728040981684621 0.10828057582077018 0.10500302383305976 0.068214338221807155 -0.10815622806283323 0.085081316537041027 -0.0027017634240430089 -0.044962100216127246 -0.10694149969966736 0.11292991351498567 -0.10453847863495265 0.025051326957825432 -0.10691101829708372 -0.15730653600445671 0.077166750362644448 0.10619391368094305 -0.1099511664351262 0.016437707805351764 0.040706343026853199 -0.11539842803564844 0.10753924602550985 -0.031557669012659821 0.10372469453774097 -0.054673599562319986 0.0006813389034923458 0.11601019253603616 0.013921240807506258 -0.11923956276400988 -0.1155236688607994
leaf_weight=0.49030065536498957 0.6844736431394256 0.68889912404119868 0.46171774601680204 0.13721750676631927 0.24244033930517617 0.45185647089238046 0.90288683891412769 1.0332488566637039 1.2087997049093249 0.36473022028803814 0.91976943612098694 0.34341854948434047 2.9072130137647028 0.5734949210891499 0.63998257159255434 1.299118761304271 0.37094111740589131 0.81580303228110984 0.73134122859119088 1.262064866721629 0.47213944104441896 0.39427909255027771 0.79960340517572948 0.52647599577903637 1.4198497753968684 216.13367600869697 0.41314321593381453 0.23670720185327809 0.36541757041413803 0.49899587902473286
leaf_count=13 147 13 5 1 165 84 39 5 5 11 3 120 21 48 13 26 3 205 73 12 79 2 27 6 15 2790 4 22 44 33
internal_value=4.66726e-05 -0.000241107 -0.0384839 0.0247984 -0.021557 -0.0585034 0.0127608 0.0382345 -0.00206342 0.0224175 0.0493245 -0.0208458 8.76893e-05 -0.000231127 -0.022575 0.000171634 -0.0399739 -0.0199601 -0.0502066 0.000212402 -0.0341593 0.00139674 0.000452896 0.000222388 0.000601987 0.000320068 0.0403831 0.0126985 -0.0668914 -0.0638222
internal_weight=237.79 232.527 1.98213 1.29323 0.831514 0.589074 5.26315 1.93614 3.32702 2.11822 1.75349 0.833719 230.545 227.638 4.43068 3.7907 2.49158 1.91809 1.54714 223.207 1.55089 1.07875 221.656 220.394 219.095 217.554 1.54174 1.1286 0.602125 1.2986
internal_count=4034 3838 268 255 250 85 196 44 152 147 136 133 3570 3549 368 355 329 281 278 3181 228 149 2953 2941 2881 2805 76 72 66 60
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 0 0 0 2 1 2 1 0 2 2 1 1 0 2 2 0 0 1 1 0 0 1 0 0
split_gain=0.0818628 0.40408 0.774681 0.642726 0.730009 0.562782 0.509761 0.448983 0.470235 0.33798 0.2329 0.155492 0.154789 0.135326 0.131646 0.675414 0.532382 0.268242 0.838661 0.194312 0.161924 1.05414 1.82609 0.797339 1.21859 0.844004 1.22398 0.774369 0.885862 1.11491
threshold=33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.49830843385000007 0.52453519355000011 0.5681267027500001 0.56859076075000015 34.654301448200009 0.33992994225000006 35.171584490050009 0.38780276035000005 0.42314601355000009 36.010074051050005 36.364346611650006 0.36533337325000009 0.36533337325000009 0.52005927965000021 36.124181380200007 38.400997490450003 0.50410167360000013 0.52770875125000016 0.39091643965000006 0.39476362980000007 0.52925062125000011 0.5398790455000001 0.36491422415000008 0.48098859315000003 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 10 -6 -8 -9 12 13 -11 -2 -1 17 16 -16 -13 -19 -18 21 27 -23 -24 -25 -26 -27 28 29 -17
right_child=9 3 -4 4 6 -7 7 8 -10 11 -12 14 -14 -15 15 20 19 18 -20 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.10161599505495669 0.060096252068658478 0.10350898586873741 -0.16543856702345119 -0.14713184235126883 0.10771303928894674 0.10696476868229442 -0.11664937112462018 0.11183116718193874 -0.10495715403509694 -0.021308011896407689 -0.12266070141212382 0.060203197284290015 0.008232335748648489 0.056517728749965961 0.016822857657829027 -0.0009609959701229547 -0.062552025009093681 -0.064816021315598091 0.045015136247627825 -0.14326227360655683 -0.00057830846186753362 -0.054892316636681739 0.11736315296348697 -0.13395921600969013 0.098319670508118892 -0.12007597936923005 0.020910874952265755 0.067274214653226097 -0.052881316432036134 0.10744127859166926
leaf_weight=0.078369973693042327 1.3492025448940688 0.56014450639486346 0.44904292281717062 0.35605375468730915 0.40187297761440255 0.3005470409989357 0.34275491605512798 0.28607633709907532 0.15387363655509034 3.4122655583914812 0.29990259522310225 1.1006037896877376 1.0034240759032398 0.17486969195306301 0.58585713466163625 2.9600174059160071 0.65272750495932974 1.1379379024729135 1.7870964770017961 0.54933516168375718 197.61480423666944 5.4446638445951967 0.74911561608314414 0.55159154534339716 1.164379648864269 0.68970083817839611 5.7443563302713301 3.9766696230508387 1.6172534860670564 1.3963392712175844
leaf_count=56 26 6 8 3 2 2 22 1 123 47 31 28 39 5 28 61 12 9 40 33 3141 53 2 5 5 23 173 21 20 9
internal_value=4.00511e-05 -0.015357 -0.0591125 0.0117766 -0.0215755 -0.00318468 0.0161635 -0.0308418 0.0360089 0.000264491 -0.0630338 -0.000119355 0.0379757 0.00758015 0.000198142 -0.000124401 -0.0613409 0.0181213 0.00228708 -0.0994361 0.00036882 0.00807302 -0.00927634 0.0186324 0.00955747 0.0199757 0.00579774 0.033083 0.0103216 0.0337851
internal_weight=236.891 3.40351 1.30273 2.10078 1.54063 0.853689 1.18458 0.782705 0.43995 233.487 0.553142 231.135 2.35263 0.25324 227.722 223.697 1.78792 4.02564 2.92503 1.20206 221.909 24.2941 14.3438 8.89914 8.15003 7.59844 6.43406 9.95028 5.97361 4.35636
internal_count=4034 259 102 157 151 94 148 146 124 3775 92 3710 65 61 3663 3586 73 77 49 45 3513 372 261 208 206 201 196 111 90 70
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 1 2 1 0 2 2 1 1 1 2 1 2 2 0 0 2 0 1 0 2 0 0 1 0
split_gain=0.0760582 1.18023 0.326919 0.268583 1.23568 0.936685 1.39263 1.58637 0.638731 2.18202 0.593048 1.13422 0.459085 1.5269 1.46781 0.731992 3.05849 0.628801 1.1933 0.41728 1.39799 1.29997 0.798587 1.18727 0.832503 1.38353 1.16243 0.521993 0.773567 1.24491
threshold=40.467253020850002 40.413896136950008 40.523311941050004 0.47883296910000012 0.47916230050000003 0.34467530910000005 0.34515433670000012 39.577821550850011 0.34545372890000009 0.4815274992000001 40.377444152000002 40.316494640950005 0.36006406990000012 0.36359689830000008 0.34988473400000003 40.137820134150012 0.4301667614500001 39.952536079750011 40.003678352300007 0.54228915300000013 0.54386096225000014 39.458743938000005 0.53866650695000018 0.39072183470000005 0.52770875125000016 39.110279783550006 0.52925062125000011 0.51505942935000004 0.37078231190000005 0.50278434775000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 -1 -7 -8 -6 -10 11 12 14 -14 -11 17 -17 19 -19 22 -21 -22 23 27 25 -25 -26 28 29 -15
right_child=2 -3 -4 4 8 6 7 -9 9 10 -12 -13 13 15 -16 16 -18 18 -20 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0089080649654509833 -0.066552612874727371 0.080487195616397222 -0.0010675443386907644 0.091851437341500752 0.033632355893908075 -0.11393816386199603 0.082345644116967279 -0.053963325204240457 -0.11430477623393683 -0.022676010155197067 -0.060907821091135163 0.076176210248135326 -0.11286325760019103 -0.019700450532480242 0.076930305133289204 -0.19181241278378142 0.071325728645318415 0.086670709863923626 -0.010095818638819799 -0.13914714100770659 0.0028536848075316566 -0.12861529083809731 0.037361226567591242 -0.15408883691874911 0.02754413578024047 0.014561805627232683 -0.064095824915884211 0.020732618404918923 -0.046123848087096173 0.054770571787619543
leaf_weight=8.617244307632971 0.7664951509796073 1.8891744027787343 141.0244118057999 1.5329112708568562 5.6182404011487952 1.87548125780222 1.2756360903722455 2.5818792922509601 1.6712565273046482 2.9666161537170401 1.4980369129116287 2.0379047507376518 1.2213804144412268 6.0387720030266809 2.9511493761092424 0.9042003140784789 0.8635792774221045 2.41112096607685 2.7030859888036503 0.88463981729000707 9.1350787495666701 0.81959979513885706 5.9190980964340261 1.3045667540282004 2.8468240518122911 0.77561874780803908 2.6941448268480599 14.130754946731029 3.6444136407226315 3.5728260092437267
leaf_count=198 15 15 2520 4 31 39 48 19 12 15 14 22 14 43 35 14 29 10 50 10 516 48 29 45 22 23 49 85 42 18
internal_value=4.25967e-05 0.00224211 -0.00142154 0.000644006 0.00295317 -0.0119308 -0.0432536 -0.00888751 0.00117444 -0.00139415 0.00132791 0.00270249 0.000426492 -0.00219984 0.026997 0.000104777 -0.0632666 0.00207428 0.0355253 -0.00123048 -0.0186764 -0.00797057 0.00338999 -0.00235383 -0.037264 -0.0912057 -0.0170133 0.00736094 -0.00689311 0.00798194
internal_weight=236.176 94.3852 141.791 92.4961 78.1458 14.3502 5.733 3.85752 76.6129 70.9947 69.3234 67.8254 65.7875 59.8697 5.91777 58.6483 1.76778 56.8805 5.11421 51.7663 10.8393 9.95468 40.927 35.0079 7.62115 2.08019 5.54097 27.3868 13.256 9.6116
internal_count=4034 1499 2535 1484 1180 304 106 67 1176 1145 1133 1119 1097 1047 50 1033 43 990 60 930 574 564 356 327 139 68 71 188 103 61
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 0 0 0 2 2 0 0 0 1 2 2 2 1 1 0 2 0 1 1 0 0 2 1 2
split_gain=0.0774454 0.357147 0.657233 0.595014 0.639477 0.526833 0.450036 0.398318 0.421773 0.299704 0.303785 0.263934 0.285223 0.613779 0.215095 0.13942 0.132361 0.56166 0.507479 0.234244 0.186685 0.131047 0.600751 0.748492 0.682628 0.676238 2.01964 0.682656 0.689379 0.928946
threshold=33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.49830843385000007 0.52453519355000011 0.5681267027500001 0.56859076075000015 34.883496062400006 35.171584490050009 0.50706565670000014 0.53749887730000012 0.54562737640000014 0.33992994225000006 32.051492741500006 36.010074051050005 36.364346611650006 0.39019789825000006 0.36533337325000009 0.52092751715000019 39.420767558750008 0.46898296455000005 0.34674111555000003 0.36491422415000008 0.50410167360000013 0.51505942935000004 39.110279783550006 0.38976377950000002 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 14 -6 -8 -9 11 -11 -2 -13 -14 15 -1 19 18 -18 -12 -21 22 -19 -24 -25 -26 -27 28 -28 -30
right_child=9 3 -4 4 6 -7 7 8 -10 10 16 12 13 -15 -16 -17 17 21 -20 20 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=-0.10147662910058147 0.060925600474252953 0.10322175356285568 -0.15925854305268894 -0.14196388323003226 0.10678338083773527 0.10639141226827953 -0.11534525475931562 0.11054922596872321 -0.10448522137373611 -0.036478991772383909 0.057466787264292642 -0.045374762624934617 0.11151268134117474 -0.030400329820430713 -0.12188518552466845 0.059965550381631053 -0.00749883576068222 -0.046721657143589751 -0.11692673709802165 -0.02213622642569206 0.028851496998251871 -0.00088262638689428599 0.040989989266954074 -0.036604106726296541 0.043633311275290208 -0.11985651441770312 0.038522826589966544 0.05125645410454735 0.00050961927514227756 -0.075785113499804324
leaf_weight=0.080213456109049064 1.5067234067246311 0.51595632731914509 0.41936800070106983 0.33910723775625218 0.35961273312568642 0.27843207120895386 0.31120657868450508 0.26102930307388306 0.14020900700825223 2.2831852698905086 1.1018953663733548 0.70914284884929646 0.55993416905403115 0.66877500934242562 0.28797561026021867 0.16057829838246107 0.93225673880078719 2.1064032478316213 0.77704101090421318 1.4432442737743261 1.4291843039081866 178.42670704900138 5.8886980246752492 3.9686503373086444 4.4227363467216518 1.3059588388132422 4.0343998074531617 3.1466358929792468 15.341944145858179 1.7811616381368374
leaf_count=56 29 6 8 3 2 2 22 1 123 32 28 7 2 42 31 5 31 67 42 11 38 2925 38 38 23 17 20 43 309 33
internal_value=4.44722e-05 -0.0155207 -0.0577023 0.0113269 -0.0222722 -0.0049403 0.015588 -0.0304436 0.0354074 0.000256208 -0.000185348 0.0295333 0.00512505 0.0342707 -0.063564 0.00618532 0.000181138 -0.000142491 -0.0572444 0.0182694 0.00323285 0.000300312 0.00532615 0.00807453 0.00237392 0.00752463 0.00128884 0.00779846 0.0013352 -0.00742663
internal_weight=234.988 3.15369 1.22657 1.92712 1.41116 0.807199 1.07206 0.712445 0.401238 231.835 228.39 3.44458 1.93785 1.22871 0.528767 0.240792 226.107 222.133 1.7093 3.97432 2.87243 220.423 41.9966 39.8902 34.0015 30.0328 25.6101 24.3041 21.1575 17.1231
internal_count=4034 259 102 157 151 94 148 146 124 3775 3695 80 51 44 92 61 3663 3586 73 77 49 3513 588 521 483 445 422 405 362 342
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 2 2 1 0 2 2 0 1 1 0 2 1 0 0 1 0 2 2 1 0 0 1 1 1
split_gain=0.070989 0.4505 0.224046 0.98235 0.673939 0.853782 0.222051 0.700207 0.170112 0.318176 0.330901 0.349643 0.231022 0.609729 0.27325 0.189993 1.15314 0.200484 1.18844 0.611215 0.436542 0.281135 0.887991 0.940398 0.811307 1.10421 0.808973 0.741868 1.28337 0.59314
threshold=0.39672464895000009 0.39718870690000002 0.32058920395000007 48.96897326980001 48.778770352700008 35.782584506850007 48.457543166250012 44.952171034750002 0.32388251845000005 0.45798030000000006 50.205949521800008 34.466665687600006 0.46739618575000003 0.34311846950000008 0.34398670700000006 0.47604862130000009 40.159267750750011 0.34485494450000004 0.47943175355000006 0.48200652675000005 0.34488488370000009 0.4778150355000001 41.147265497500008 41.646178195200001 0.34512439750000007 0.47808448850000007 0.47754558250000007 0.34545372890000009 0.34584293880000011 0.34536391125000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 7 -1 -4 10 11 -10 -11 -14 -15 16 -16 18 -17 -20 -19 22 -22 -24 -23 -26 27 -25 -29 -27
right_child=1 2 8 -5 -6 -7 -8 -9 9 12 -12 -13 13 14 15 17 -18 20 19 -21 21 24 23 26 25 29 -28 28 -30 -31
leaf_value=-0.10384398955651429 0.047003898407563721 0.071436678737430134 0.028154719947960163 -0.15493995279289813 0.10583513772922021 -0.11253468754029539 -0.024290921077699385 0.061804333904669856 0.0058191378924509216 0.038379567123796782 0.10451574244131973 -0.1088143570976077 -0.047172448137366076 0.030732548714321729 0.037034619290920077 -0.052650100747474227 -0.11424825627085587 0.043932920471592724 0.04193051400119932 -0.014466230774014197 -0.042415779024949717 -0.037725522600569265 0.059503832390747392 0.012817941633420805 -0.11584891313127217 0.0206065648754509 0.06438284657050368 -0.1302329652625662 0.016879792437802011 -0.00047123090889840483
leaf_weight=0.33503897208720346 2.0474115000106385 0.42393920198082857 2.1533217616379252 0.49948943406343449 0.47259928286075581 0.62291628919774666 3.7437029667198658 1.0706356223672626 0.41988330067215318 1.573489666552631 0.12501025199890126 0.72635022649774328 2.7148242486873633 2.9516748599708071 1.132468200848961 4.5361174305435252 0.90769970207475115 2.3568675708957008 3.601804755628109 4.1197425536811352 2.3916126638650885 5.6598430431913576 4.7237551286816588 4.2124043770600093 0.80866247182711859 14.555144216865299 1.7350743301212785 1.1928774975240233 1.1791885276325045 161.35088084729432
leaf_count=165 15 7 21 9 3 95 29 12 42 46 1 218 39 15 16 34 60 11 17 25 12 34 15 48 12 81 15 27 17 2893
internal_value=4.52173e-05 0.000306099 -0.000114815 -0.0332788 0.00671473 -0.0380328 -0.0115664 0.0223225 0.000182598 -8.75347e-05 -0.0499734 -0.0668223 0.000198509 -7.44081e-05 0.000513695 9.77922e-05 -0.0302733 0.000389483 -0.012025 0.0118407 0.00114971 0.00063996 0.0135987 0.0238695 -0.000456781 0.000736868 0.00363672 -0.0123705 -0.0571011 0.00127283
internal_weight=234.344 229.195 227.148 2.01894 1.51945 1.04686 5.14938 1.40567 225.129 222.975 1.27124 1.14623 221.704 220.131 217.416 214.464 2.04017 212.424 12.2577 7.72155 200.166 197.809 15.4349 13.0433 182.375 176.715 8.31954 6.58447 2.37207 175.906
internal_count=4034 3828 3813 114 105 102 206 177 3699 3678 261 260 3417 3371 3332 3317 76 3241 76 42 3165 3154 134 122 3020 2986 107 92 44 2974
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 0 2 1 0 2 2 2 2 1 1 0 2 2 0 2 1 0 2 2 1 0 2 0
split_gain=0.0725474 0.230339 1.19149 0.458844 0.254867 0.397715 0.227125 1.31246 0.565414 0.684763 0.166787 0.140709 0.196958 1.14951 1.01357 0.255901 0.898876 0.18807 0.717433 0.762811 0.264292 0.474731 0.334932 0.302901 0.25869 0.588787 0.222233 0.183267 1.00539 0.220057
threshold=0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.48119816770000007 0.31060447290000009 0.39606598605000004 49.122847560300009 0.3055746834000001 0.55832160710000012 48.778770352700008 44.421469061800003 48.457543166250012 47.709122305950011 0.35862698720000002 0.35471991855000007 0.43780126340000008 41.674196414850009 39.458743938000005 0.45994131915000008 37.198331469900005 0.34311846950000008 0.46989611090000011 40.00488309970001 41.535369675400013 0.34398670700000006 0.47604862130000009 40.159267750750011 0.47676716265000008
decision_type=2 2 2 2 2 2 2 2 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 11 -3 -4 5 -5 7 8 9 -1 -6 12 17 14 15 16 -14 18 19 -2 21 -19 23 -22 -21 -26 -24 28 -28 -29
right_child=1 2 3 4 10 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 20 -20 24 22 -23 26 -25 25 -27 27 29 -30 -31
leaf_value=-0.10353960278776353 -0.071794940143166411 -0.14594846235968426 0.10721817520815638 0.10406760325742466 0.10704295798399036 -0.10736678547717 0.032472907694630612 -0.14791053896326745 -0.10493246668728579 0.0794068507607983 -0.10062430017347367 0.022255935534656775 -0.10629815548773698 -0.14962366604977628 0.047943775600549361 -0.10386863979179156 0.10538187246785227 -0.03573261983064998 -0.11447075717998795 0.10642113620528178 -0.0025185795171507185 0.068100549121613438 0.028066545411103636 -0.066408431703898083 -0.11341614478130446 0.11019068692713269 0.03153419130576568 0.029510437143238279 -0.1130087715224893 0.00016725689512615211
leaf_weight=0.24078492242551819 0.73676461964760109 0.63668856211006541 0.42288452605134785 0.11357620358467102 0.18587400019168854 0.41056496632518247 2.5955607779324055 0.5373715971072669 0.26835337281227101 1.3611862212419508 0.048835853809578111 2.8215551216562735 0.50745878665475108 0.60155577058321785 1.9548056415005701 0.72039108776880312 0.33174780011177063 0.63645778949467002 0.68238117691362266 0.57078260392881908 1.5466660212259733 1.4288932971830943 2.9110678955912581 1.4264184556086545 0.21968649375776295 0.25380128622055054 1.1279294973210188 2.5880629126913837 0.83928727576858353 204.78544207723053
leaf_count=111 149 13 5 1 1 84 16 35 10 24 164 21 48 13 39 265 3 32 40 4 38 42 15 15 65 1 22 38 63 2657
internal_value=4.03502e-05 -0.000220463 -0.0356692 0.0237463 -0.02277 -0.061551 0.0119523 -0.0101695 0.0294055 0.051909 0.0638338 6.38925e-05 -0.000215806 -0.0218889 -2.47576e-05 -0.0601487 -0.0226187 0.000190129 -0.0272852 0.00611886 0.000501616 0.0361034 0.000159973 -0.0331715 0.0610894 0.00644271 0.000626858 0.000245285 -0.0301332 0.000533466
internal_weight=233.513 228.51 1.81842 1.18174 0.758851 0.524141 5.00326 2.4077 1.87032 1.60197 0.23471 226.691 223.87 4.11596 3.5144 1.5596 0.839207 219.754 2.46342 1.78104 217.29 2.06535 215.225 2.97308 1.04427 0.473488 212.252 209.341 1.96722 207.374
internal_count=4034 3838 268 255 250 85 196 180 145 135 165 3570 3549 368 355 316 51 3181 259 219 2922 74 2848 53 70 66 2795 2780 85 2695
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 0 0 0 2 2 1 0 0 1 2 1 0 2 2 2 2 0 2 0 1 0 1 0
split_gain=0.0727833 0.37136 0.150137 0.20398 1.03548 0.411023 0.229166 0.357646 0.150056 0.12305 0.523243 0.22139 0.407471 0.596623 0.49377 0.610683 0.234374 0.646995 0.127221 0.695253 0.572259 0.232195 0.526693 0.220764 0.399209 0.322718 0.230587 0.218338 0.267765 0.996494
threshold=0.30910751175000006 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.48119816770000007 0.55832160710000012 0.39672464895000009 48.778770352700008 44.421469061800003 0.39193437325000008 0.54228915300000013 0.50706565670000014 0.35471991855000007 47.927946529500012 0.35862698720000002 0.43780126340000008 41.674196414850009 39.458743938000005 40.00488309970001 41.535369675400013 0.45994131915000008 37.198331469900005 0.46898296455000005 0.34311846950000008 0.47515044460000005 0.34485494450000004 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 -5 -6 7 -7 -8 -4 11 18 13 14 15 -13 17 -17 19 20 -11 -22 -23 24 -20 26 -25 -27 29 -29
right_child=2 -3 3 4 5 6 8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 23 -21 21 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.032377078088128015 0.019118102362692808 -0.10336120419683732 -0.025773227356729267 -0.14066773853554401 0.10619311745034338 0.10366557447671827 0.10632800141705445 -0.10667158248674258 -0.10056511381533982 -0.061912829066123935 0.05399178459164633 -0.10568108050114725 -0.10752022004419666 0.067993738091565017 -0.11931599970978624 0.10485403043521553 0.10613362311600505 -0.10220296768096032 -0.032336741515471973 -0.11298262034384299 0.10548925962784475 -0.11204285268118222 0.10912742248878082 -0.074683668026122238 0.063564447059881388 0.023900234123905489 -0.0048408606932536461 -0.044036659793476013 0.0010213672391316403 0.010120850583606353
leaf_weight=0.43960359506308933 4.0938402299070722 0.37220571494253818 1.8298087716975704 0.59660129994153877 0.38614798837807007 0.10314621776342392 0.16925883293151855 0.37379224324831739 0.044213192701135995 0.63689070444433971 1.7981157352041908 0.43075287301326148 0.51863335929920129 0.70703613350633521 0.55171541229356069 0.30161185562610626 0.32930552959442139 0.30203283071750775 0.63315356998282313 0.62515950479428273 0.52079682075418532 0.20109210247755982 0.2317717969417572 0.97910019714617991 1.3804105047238406 3.9166719902132163 0.91396702065321733 6.0011557169491407 195.43739133525651 7.8307988978922367
leaf_count=13 36 147 50 13 5 1 1 84 164 107 17 47 211 10 27 3 2 64 32 40 4 65 1 26 42 60 17 52 2649 44
internal_value=3.28302e-05 -0.0298574 0.000137492 -0.000203687 -0.0349912 0.023572 -0.0226382 -0.0611825 0.0634774 5.377e-05 0.000264512 -0.000169779 -0.0265301 -0.010513 -0.0394921 -0.00719766 0.0382732 0.00125333 0.000207773 -0.0236329 0.0114856 0.0605039 0.00638013 0.000451097 0.0334089 0.000142548 -0.0409638 0.000507567 6.97515e-05 -0.013376
internal_weight=232.656 0.811809 231.844 227.751 1.67316 1.07656 0.69041 0.476938 0.213472 226.077 224.248 222.449 3.14109 2.62245 1.91542 1.3637 0.93295 0.603645 219.308 2.21571 1.59055 0.953661 0.432864 217.093 2.01356 215.079 1.89307 213.186 209.269 13.832
internal_count=4034 160 3874 3838 268 255 250 85 165 3570 3520 3503 364 153 143 116 69 67 3139 217 177 70 66 2922 74 2848 43 2805 2745 96
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 1 1 1 2 2 2 0 2 2 0 1 0 1 0 0 1 0 1 1 1 2 2 0 1
split_gain=0.0724976 0.529546 0.780811 0.497326 0.32596 0.447081 1.78825 1.21474 0.631636 0.543083 1.15578 0.987693 0.959078 1.05783 0.728358 1.54112 0.625395 0.523714 0.484856 0.519117 1.55388 0.566927 0.913129 1.04468 1.5013 1.13265 0.94106 1.0867 0.520205 1.50748
threshold=40.563919884450009 40.316494640950005 0.41714319930000004 0.48537468940000006 40.80591513400001 0.41911918805000009 0.42114008565000011 0.40301188585000008 0.40509266190000009 42.536568606950006 41.827117825850003 43.077238082650005 0.55257327625000008 41.218101594450012 42.094663496250007 0.5654770815500002 0.43837010870000009 0.55769288345000012 0.4025178887000001 0.53749887730000012 0.54228915300000013 0.39814676205000005 0.5276039639500002 0.39408999735000005 0.38370108680000009 0.38780276035000005 41.481306584950012 48.457543166250012 0.5017514446000001 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 7 -7 18 -9 10 12 -11 -8 16 -12 -16 -14 -13 19 21 -21 22 23 24 28 -26 -24 -28 29 -6
right_child=4 2 -4 -5 5 6 9 8 -10 11 14 17 13 -15 15 -17 -18 -19 -20 20 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00041029363266404767 -0.019806394624323362 0.020440163349867698 -0.028924299308826132 0.07351282004483517 0.00022888527887214756 0.10184458591711541 -0.074119145206478484 0.0062974722390806218 -0.12321958890111857 -0.083070356894428363 0.098386065121982169 0.063092123885763393 0.062814147465517958 -0.078580034671141344 -0.077779098550856574 0.078941283449481259 -0.021228793457052503 -0.035777784466819749 0.038035356611636852 -0.1510309670999036 0.0099859903589695105 0.050855755549427645 0.078722273199756249 0.074793824043221477 -0.021066779974698635 -0.16434956941232792 -0.11814370966054895 0.055136837966187596 0.025336005108505946 -0.071246019875882874
leaf_weight=85.414899339176827 9.0341916186953295 5.1521305715432373 2.188874610059429 2.6861834581941366 83.147946991783101 2.0752795678563443 1.8277488738531227 0.53871615009847929 1.2508058441126193 1.8217075570100854 1.9845852455473503 1.1486966709762785 2.6072306409478192 1.0519028259805052 1.0242234319448473 1.6197466069861546 1.3407479205998241 1.0040422460042462 3.0663746297359458 0.91953108215238843 1.7212071174872106 2.0520780081860712 0.4179279282689089 1.8016903235256894 1.280802431283518 0.96918623810051929 1.8566548933740707 0.44954818999394763 7.3910656169755375 3.0594099722584351
leaf_count=1438 141 33 32 26 908 15 17 8 80 59 42 99 19 80 11 50 45 385 14 12 52 20 3 25 14 54 123 4 94 131
internal_value=2.7657e-05 0.00214185 0.0238818 0.0386281 -0.00145101 -0.000149683 0.0146929 -0.00251346 -0.0842299 0.00297184 0.0140218 -0.0288791 -0.0121303 0.0105302 0.052599 0.0182308 0.0342729 0.016979 -0.00116112 -0.00230507 -0.0460817 -0.00117643 -0.00224019 -0.000647125 -0.00206521 -0.0827861 -0.0593456 -0.0843661 -0.000124782 -0.00230769
internal_weight=231.905 95.4421 10.0272 7.83831 136.463 127.429 17.5059 109.923 1.78952 15.4306 11.4562 3.97445 6.82763 4.99988 4.62856 2.64397 3.94798 2.15274 108.133 105.067 2.64074 102.426 100.374 97.6501 95.8484 2.24999 2.72413 2.3062 93.5984 86.2074
internal_count=4034 1529 91 59 2505 2364 822 1542 88 807 264 543 161 144 103 61 64 484 1454 1440 64 1376 1356 1226 1201 68 130 127 1133 1039
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=0 2 1 1 1 0 1 0 2 0 1 2 2 2 1 1 0 0 1 2 2 2 1 0 0 0 0 0 0 1
split_gain=0.105795 0.122292 0.398635 0.198259 0.128888 0.113059 0.443983 0.102733 0.606978 0.416706 0.346646 0.337383 0.907038 1.4653 0.385569 0.246998 0.382297 0.395499 0.155285 0.117285 1.30178 0.434223 0.462675 0.615948 0.554415 1.24644 0.491971 0.455957 0.417917 0.738816
threshold=0.57537199485000012 40.890797847750008 0.44521122120000006 0.4591329601000001 0.46112391845000006 0.57152480465000022 0.43929822460000006 0.56395018115000017 38.903925214650009 0.56294721715000018 0.45036076765000005 39.458743938000005 42.283941020600004 42.558389508100007 0.44805544745000009 0.43639411995000005 0.55609113500000007 0.55769288345000012 0.43401395170000007 38.478081868400004 38.748048509250005 38.064633603500006 0.34440585610000002 0.46989611090000011 0.49485045360000007 0.49094338495000006 0.48098859315000003 0.47515044460000005 0.50086823750000009 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 7 -7 9 -9 10 15 -10 -13 -14 -15 16 18 -18 19 21 -21 22 23 -1 25 26 27 -24 -26 -30
right_child=1 3 -4 4 -6 6 -8 8 11 -11 -12 12 13 14 -16 -17 17 -19 -20 20 -22 -23 24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0074413556596782593 0.092498503994311629 -0.10785868835593104 -0.1005180517652158 0.065141949033607607 -0.051716793453585513 0.091533914600583063 -0.0098753080098017091 -0.076270029081202728 0.045998802343664436 0.034708000007858585 -0.044186904970665332 -0.069209344874505224 0.11384872248904294 -0.11229638941834728 -0.0063202381028997796 0.029237240630799029 -0.0079615885940854236 -0.11160454976406467 0.030885709913360988 -0.079000401157073241 -0.00021801176348563075 0.027473533988029031 -0.13274876635294963 0.11039646265857395 0.022754185371819429 0.047845258945949223 -0.22475782569541899 0.056987279702522535 -0.058069721438857039 -0.00011589705616370335
leaf_weight=1.9028453736536932 0.25716128759813617 0.35934027728944784 0.18324665234058557 0.15695155393041205 0.23675363341317279 0.6507945328776249 1.2825731773918958 1.2136352210072789 1.3163535166531799 3.476793903973884 1.775978863966883 1.7219964589457957 1.1001715809106829 0.44468910334398959 1.505892346249311 2.8851540691248365 0.90580037445761152 0.62033625686308369 1.6301155688561255 2.1235414843831668 170.32883973552634 6.9842913112297529 0.43652375136935251 0.83657163009047497 5.8631592281162765 0.63566207513213158 0.36103923618793488 0.17842493206262589 2.5328900716267553 16.72454378879047
leaf_count=135 29 58 415 5 426 18 42 38 11 29 35 38 5 22 62 43 20 39 45 30 2080 61 70 9 41 14 5 3 14 192
internal_value=2.57303e-05 -0.0296707 0.0121874 -0.0541508 -0.00513076 0.0001802 0.0242602 -2.44355e-05 -0.0116933 0.000362547 -0.000188435 0.00117768 -0.0111843 0.021568 -0.0304804 0.000175093 -0.000220299 -0.0500899 0.000141192 -9.87084e-05 -0.00118812 0.00505468 -0.000258209 0.0388821 -0.00426916 -0.0611256 -0.132098 -0.0776976 -0.000621448 -0.00773844
internal_weight=230.632 1.19345 0.440408 0.753045 0.393705 229.439 1.93337 227.505 7.30274 220.203 216.726 6.0891 4.77275 3.05075 1.95058 214.95 212.065 1.52614 210.538 208.908 172.452 36.456 29.4717 2.73942 26.7322 1.61165 0.975988 0.614949 25.1206 19.2574
internal_count=4034 933 444 489 431 3101 60 3041 176 2865 2836 138 127 89 84 2801 2758 59 2699 2654 2110 544 483 144 339 92 78 73 247 206
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 0 0 0 1 1 0 2 2 0 1 2 0 0 0 0 2 2 2 2 1 1 1 2 2
split_gain=0.0793958 0.345505 0.104029 0.167246 0.927337 0.35777 0.20274 0.337144 0.125372 0.122824 0.0947999 0.300083 0.664063 1.08639 0.283186 0.252201 1.14188 0.300385 0.344661 0.103427 0.751127 0.619289 1.62203 1.48375 1.16932 1.18996 2.41637 0.984178 0.64281 0.374229
threshold=0.39498817400000003 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.48119816770000007 0.55832160710000012 0.31060447290000009 0.32388251845000005 0.39672464895000009 48.778770352700008 42.066503896600004 0.43513667255000005 0.34219035360000005 35.171584490050009 0.45994131915000008 0.45798030000000006 0.47721625100000004 0.47754558250000007 42.488347682450005 41.770271989050009 42.719328117250008 41.741384785950011 0.34536391125000004 0.34503457980000002 0.34398670700000006 39.664548207900005 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 10 -5 -6 7 -7 -8 -2 11 -4 13 14 -13 16 -12 18 -18 21 -21 22 24 -23 25 26 28 -25 29 -17
right_child=2 -3 3 4 5 6 8 -9 -10 -11 15 12 -14 -15 -16 19 17 -19 -20 20 -22 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.027784645863955456 -0.0058634362971150371 -0.10418672505727877 -0.019418160028031872 -0.1360569336382059 0.1055045856268905 0.10354942493898872 0.10567818708942156 -0.10549126174803683 -0.10045977634995627 0.029607617378302295 0.075800500596850409 0.0019927873920283731 0.11134996669811144 -0.11223396541721747 0.080337742428346529 -0.01686410834811098 -0.10926371325119398 -0.12750915143235869 0.038259775190630674 0.040220785981987583 -0.00024546681368159531 0.089187881130172952 -0.1240659838535203 0.11439115264102927 0.082900402863564607 0.047673054931822313 -0.18163512121018779 -0.077654196415692378 -0.062827786320026655 0.043034586465466901
leaf_weight=0.44248605007305641 1.5917820046888653 0.35959505633218214 1.7702226415276516 0.55717555619776138 0.35592924820957705 0.10010185837745667 0.15375140309333801 0.33653982221585466 0.036510336751234718 2.5242344359867275 0.6373111776192667 0.86843983657308921 0.79226726293563832 0.58962982113007445 0.98428402096033096 2.6394058246096357 0.31280217511812203 0.77104414690984413 0.3207728408742696 4.6968375956639639 196.12394924658656 1.9034061422571533 1.3013903397368256 0.33257597684860218 1.3041840568184859 2.1253426190523896 1.0013769010133726 1.350251317155198 1.9040701404446734 1.7245591827086171
leaf_count=15 48 158 8 13 5 1 1 84 164 15 40 51 4 26 8 48 34 36 7 30 2865 11 44 1 4 59 67 162 15 10
internal_value=2.55515e-05 -0.0313818 0.000135504 -0.000152706 -0.0329944 0.0254326 -0.0200289 -0.0575678 0.0661213 0.0158899 7.36333e-05 0.0136815 0.0317961 0.00598983 0.0436146 -0.000238133 -0.0352176 -0.0855893 -0.034574 9.19185e-05 0.000700966 -0.00775519 -0.0186519 0.0287075 -0.00582958 -0.0181471 -0.0373908 -0.0397004 -0.0143464 0.00680676
internal_weight=229.912 0.802081 229.11 224.994 1.54001 0.982833 0.626903 0.436642 0.190262 4.11602 223.454 5.00484 3.23462 2.44235 1.85272 218.449 2.04193 1.40462 0.633575 216.407 200.821 15.5866 12.0003 3.58623 10.6989 9.39475 7.26941 1.68283 6.26804 4.36397
internal_count=4034 173 3861 3798 268 255 250 85 165 63 3530 97 89 85 59 3433 117 77 41 3316 2895 421 247 174 203 199 140 163 73 58
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 0 1 0 0 2 0 2 2 1 0 1 0 2 0 2 0 0 2 2 0 0 2 0 0
split_gain=0.0755006 0.408013 0.569184 1.06368 1.83001 1.72528 0.958802 1.28009 0.598231 1.14336 0.545793 0.368556 0.506829 0.876449 0.294086 0.682227 2.06619 0.618379 0.43217 1.21384 1.10005 0.526441 1.17967 0.804214 0.679891 0.677607 0.488337 0.371725 0.712232 1.82207
threshold=39.420767558750008 39.896141435400004 0.34524415440000006 0.50410167360000013 0.51857728810000003 0.5223196910500002 0.52432561900000019 0.40099098830000007 0.54136103710000005 0.5696985120000001 40.003678352300007 0.56395018115000017 38.903925214650009 33.151194885250007 0.43590012275000006 0.54228915300000013 0.40509266190000009 0.54064249575000012 38.748048509250005 0.51505942935000004 38.478081868400004 0.5231430197000001 0.52770875125000016 37.038444968100009 37.784765830350004 0.47565941140000007 0.50465554925000011 36.620308449100001 0.50008981770000005 0.51191581090000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -4 -5 -6 -7 -8 -9 -10 -3 14 13 -13 15 17 -17 18 20 -20 21 23 -23 27 -24 -25 -27 28 -1 -30
right_child=1 10 3 4 5 6 7 8 9 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 24 25 -26 26 -28 -29 29 -31
leaf_value=0.03002437189955114 0.016337727470362811 0.037287181302442567 -0.087126914739958219 0.068040074811690415 -0.15780290297819999 0.060020531941831705 -0.13039373513183203 0.045944248648376318 -0.13548920600191169 0.048578510753017397 -0.0004795209150091624 0.073508733291135886 0.01715404932052569 -0.11871951202881888 0.035720813138155331 0.030587317442810399 -0.11619183361732087 0.059291749168948388 -0.014315176309055981 0.052745547091565287 -0.071976559172175311 -0.076097300704234941 -0.022788081194480753 -0.014125306311058723 0.049023677378667141 0.070325668068957917 0.018807231149519155 -0.03436932283962979 -0.086684826836336409 0.036664595924144193
leaf_weight=5.1745041567846837 3.7488535470329216 3.9231528531308859 2.4271342963911584 2.1271967701613885 1.0282869115471838 1.2562965676188467 1.1213981742039325 1.287111319601536 0.72028345317812614 0.63494274120148475 155.43750632849878 0.30626108883825454 1.0499129807722054 1.0516558357576284 2.9393531942041582 2.0760433860123153 1.7824991063098421 2.1210971735417834 5.0765623605693673 5.7635343335568905 2.0849977169418699 2.4948312056949353 3.1818422242067754 2.373057060496647 2.2511855438351631 4.1066496483981609 3.3333250216383021 3.3125364950174108 2.3369823736138642 2.4561526249162853
leaf_count=199 21 30 23 16 14 5 31 4 22 24 2735 106 41 251 26 10 86 8 44 34 28 40 42 47 19 33 22 29 21 23
internal_value=2.01018e-05 -0.00100416 -0.0171538 -0.0289957 -0.0117378 -0.0397957 -0.0156235 -0.0408727 -0.00288029 -0.0492509 0.000450223 0.00323917 -0.0350228 -0.0753648 0.00498188 0.00317214 -0.037219 0.00655526 0.00400989 0.0213401 -0.00166464 0.00306119 -0.0191725 0.010694 0.00696726 0.0324032 0.0472439 -0.00534748 0.00429732 -0.0234767
internal_weight=228.985 173.712 14.3515 10.6027 8.17552 6.04832 5.02003 3.76374 2.64234 1.35523 159.361 55.273 2.40783 1.35792 52.8652 49.9258 3.85854 46.0673 43.9462 10.8401 33.1061 31.0211 7.92786 23.0932 5.43303 9.81303 7.43997 13.2802 9.96764 4.79313
internal_count=4034 2925 160 139 116 100 86 81 50 46 2765 1109 398 357 711 685 96 589 581 78 503 475 101 374 61 102 55 272 243 44
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 0 0 0 1 2 2 0 0 1 1 2 2 2 2 2 0 1 2 1 0 2 0 1 0
split_gain=0.0689901 0.312636 0.0837657 0.14818 0.812585 0.320579 0.182548 0.303668 0.112884 0.103213 0.0789596 1.22384 0.771707 1.52293 1.14287 1.57699 0.869399 0.908065 1.30022 0.789318 1.7725 0.759592 0.696237 0.683426 1.80309 1.52884 1.37786 1.81855 1.31671 0.937945
threshold=0.39498817400000003 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.48119816770000007 0.55832160710000012 0.31060447290000009 42.456897412850005 42.360359531950003 0.47997065955000012 0.47961138885000004 0.3459626957000001 0.34575312120000007 42.686561923500008 42.779078631750004 43.426640904350009 43.631818398850008 44.262924377150007 0.49649711085000009 0.34530403280000005 42.558389508100007 0.34614233110000009 0.48386275860000011 43.157831852650006 0.50339810185000011 0.38370108680000009 0.54300769440000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 10 -5 -6 7 -7 -8 -2 11 -4 13 16 15 22 -12 -18 -19 -20 -21 -13 -14 -16 -25 -26 27 -27 -29 -30
right_child=2 -3 3 4 5 6 8 -9 -10 -11 12 21 14 -15 23 -17 17 18 19 20 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.025102338307741529 -0.0056267964316522858 -0.10380964496084087 0.00049311638741080638 -0.13200966663377675 0.1045868818764366 0.10320180975775478 0.10511119914079732 -0.1049651989299816 -0.1004159426744469 0.026956791132340802 -0.06321954318655254 -0.082795737516229373 0.04609637052226892 -0.15216098954726762 0.035844544684930056 0.10809768052987534 0.060170441632722588 -0.11711401072084981 0.073540932956138588 -0.13823051738235176 0.013973238693962645 -0.0020213345477350648 -0.0076351187460884347 -0.18954480934135329 0.146094113148067 -0.1195158170167243 0.013577988441587177 0.050082785299254452 -0.12803287832166266 -0.014060022636372974
leaf_weight=0.44106927467510004 1.5898979598714493 0.32804933250008617 168.00165369478327 0.51862306334078201 0.32488970912527293 0.09090760350227356 0.13989578187465668 0.30582280216549407 0.033033830797648989 2.5020639663562179 2.3480282067903291 2.9083449472673228 4.6241140048950893 0.78622390702366907 4.0323567216837573 2.4364765956997863 2.2575932314502989 1.0200017651877713 1.3145078490488229 0.931055063381791 4.2934510730556212 1.9413336029538184 5.0400593429803848 0.54012481868267315 0.65307050943374889 2.1703289989382055 10.663350350072504 2.12995295971632 1.0644017969825657 2.2450347939920903
leaf_count=15 48 158 2331 13 5 1 1 84 164 15 36 28 20 11 39 53 18 93 16 27 121 32 38 4 1 18 535 13 30 66
internal_value=1.73388e-05 -0.029882 0.000118685 -0.000141692 -0.0324203 0.0253175 -0.0198916 -0.0572654 0.0658504 0.0142967 6.43372e-05 -0.000936517 0.00362764 -0.017275 0.011232 0.0362006 -0.0085571 0.00451757 -0.0121038 0.00427638 -0.0131509 -0.0504616 0.0180743 -0.0016257 -0.0093875 -0.00424607 -0.00961916 -0.0421249 -0.0112457 -0.0507167
internal_weight=227.676 0.769119 226.907 222.815 1.41317 0.89455 0.56966 0.39673 0.17293 4.09196 221.401 172.851 48.5501 12.9509 35.5993 12.1006 12.1646 9.81661 7.55902 6.53901 5.22451 4.84968 9.66417 23.4986 19.4663 18.9261 18.2731 7.60972 5.43939 3.30944
internal_count=4034 173 3861 3798 268 255 250 85 165 63 3530 2391 1139 322 817 111 311 275 257 164 148 60 58 706 667 663 662 127 109 96
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 0 2 0 0 0 0 1 2 1 2 1 2 2 0 2 2 0 1 2 1 1 1 2 2 2
split_gain=0.0759708 0.139798 0.131371 0.099552 0.435767 0.369278 0.508332 0.633411 0.249415 0.11695 0.700265 0.511873 1.12562 0.866776 0.694714 0.505874 1.81132 0.708436 2.53119 1.25829 0.980725 0.926559 0.853166 0.780778 0.683907 1.83623 0.544061 0.837937 0.552769 0.404226
threshold=49.283271594150008 0.55677973715000018 0.39718870690000002 0.31100865245000009 0.39672464895000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.47721625100000004 0.47754558250000007 0.34551360740000009 42.686561923500008 0.34548366815000003 42.719328117250008 0.34524415440000006 41.243661560350013 41.535369675400013 0.47676716265000008 39.952536079750011 48.457543166250012 0.47464147780000004 0.32388251845000005 41.646178195200001 0.34509445825000007 0.34398670700000006 0.34219035360000005 48.226196960950006 41.919251152600005 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 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 7 8 -1 11 -11 13 -13 15 -14 17 -17 18 19 21 23 29 -21 -19 25 26 27 28 -25 -5
right_child=1 -3 -4 9 -6 -7 -8 -9 -10 10 -12 12 14 -15 -16 16 -18 20 -20 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.024251757057172241 -0.0090673973048195546 0.068489924183534556 -0.072600076092860955 -0.019152154471223967 0.083408008938707312 -0.043155851897086192 -0.10447303286058507 0.11087935754650964 -0.10334439026533163 0.039149109677420857 -0.00025359588641649453 -0.13110838208200135 0.10905896877794691 0.082822567357443921 -0.048825066254811089 0.060485439698486701 -0.1554525308098744 0.13202904485654049 -0.17962538532625374 0.01560757207897211 -0.032458868348413029 0.11391527790345286 -0.16154967697498832 0.072281026647382493 0.074688176250641711 -0.11875608404420644 0.10458578156199015 0.10957475982307147 -0.10957278215608302 0.037012075796513298
leaf_weight=0.43418282084166937 0.91281332075595745 0.15436029167358345 0.50581513536599232 3.8866877090381546 0.76949902612250287 1.2216401696205139 0.24550257250666629 0.80279213190078735 0.23671968196867965 4.6174173047766081 194.51505252877405 0.99873128350009155 0.46064469218254067 1.1362271727994073 0.70557825445575872 0.68886918832595145 0.890730398503365 0.81370335817336847 0.91404303163290013 0.42187477601692058 2.62060337793082 0.80404479056596745 0.76438443548977375 0.23540374054573543 1.860189893399365 0.94277021521702398 0.95814302563667286 0.48229926824569702 0.57645820366451517 1.9117847948218694
leaf_count=13 4 161 90 183 39 5 10 3 120 30 2878 76 2 6 104 6 36 2 7 8 21 5 81 7 24 35 3 2 57 16
internal_value=1.38405e-05 -0.0218863 -0.0317201 0.000167003 0.0164115 -0.0011188 0.0287522 0.0509462 -0.020769 -0.00010547 0.000660061 -0.00701168 -0.0531903 -0.00198991 0.0135373 -0.00712342 -0.0612812 -0.00214752 -0.0221966 -0.00372176 0.0184052 0.0133152 -0.0985464 0.0411169 0.0264836 -0.00158138 0.0474656 0.00517626 -0.0568433 -0.000634533
internal_weight=226.489 1.57299 1.41863 224.916 3.71034 2.94084 1.7192 1.47369 0.670903 221.206 199.132 22.0732 2.16495 19.9082 1.16622 18.772 1.5796 17.1924 8.70282 7.78878 8.48957 6.60252 1.18626 5.86897 5.05526 3.19507 2.2523 1.29416 0.811862 5.79847
internal_count=4034 255 94 3779 190 151 146 136 133 3589 2908 681 182 499 106 493 42 451 300 293 151 204 89 130 128 104 69 66 64 199
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 0 0 1 1 2 2 1 0 2 0 1 1 0 1 1 0 0 1 2 0 0 0 2 0 1
split_gain=0.0691416 0.576905 0.620756 0.609899 0.396059 0.383263 1.24581 0.496892 0.405678 0.901178 1.67975 0.562391 0.522725 0.321142 0.317727 1.19801 0.561514 0.549367 0.86656 0.629141 0.699495 0.443643 0.695628 0.565228 0.265265 3.61 2.09621 1.43551 0.763566 2.14077
threshold=39.011793722550003 0.56395018115000017 0.56294721715000018 33.151194885250007 38.903925214650009 0.47997065955000012 0.4778150355000001 0.35807311160000005 0.34398670700000006 38.969453495950006 38.121007182500009 0.34452561300000012 0.46989611090000011 35.171584490050009 0.54228915300000013 0.40509266190000009 0.43590012275000006 0.53866650695000018 0.39072183470000005 0.39476362980000007 0.52925062125000011 0.52005927965000021 0.37473428940000003 36.893814626400008 0.5223196910500002 0.51675099550000014 0.52366695610000014 39.184300550350009 0.51401155655000019 0.37286308795000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 8 -7 9 10 12 -10 13 -1 17 -16 -17 18 21 -20 -21 22 23 -9 25 27 -26 -2 29 -29
right_child=24 3 -4 4 -6 7 -8 14 11 -11 -12 -13 -14 -15 15 16 -18 -19 19 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.057397469216410216 -0.11657305457827859 0.068796283684193688 0.068379605175441768 -0.11730193532011529 0.049799002689437197 -0.055775963246998517 0.086701690778655152 -0.0086142288846138265 -0.00515158278336656 0.12498145162791208 -0.15592616114504429 -0.159326185867188 0.11215277519919227 -0.018001508598099569 0.027969216673670718 -0.11562580332235195 0.0057397104911687986 0.038816404495491924 -0.081914532111330804 0.042772795226221398 -0.046873591456292919 0.031321236512003373 -0.0438415575367542 0.036037118590463782 0.071924729935303702 -0.10711917966639704 -0.00083441893402906033 0.0011991724088288701 0.044979203165085427 -0.08316939674894816
leaf_weight=0.8051099000294929 1.0584817564813409 0.29501967428814069 1.5133445365354408 0.96268889597922658 0.16635105653404025 1.5892657618969668 2.2191103845834732 6.6398350445088088 0.69137184332339507 0.60169220715761174 0.63036314499913704 0.35969111202484783 0.54151285625994194 1.8932896852347765 2.0433625727891918 1.3838003114215096 0.52616456808755163 4.1241706483997396 1.9160027587786306 1.4488730404409582 2.1800541086122394 6.2089600916951886 2.9635311737656584 4.947407703846693 4.3047599957790217 3.2683490974195584 49.394517784591699 114.09044707212161 3.7225122102536252 3.0889532189012234
leaf_count=77 13 106 9 251 11 22 14 45 10 2 14 70 7 59 10 75 9 23 34 27 41 37 28 36 29 45 1470 1326 22 112
internal_value=1.23237e-05 0.00344102 0.00541429 -0.0592285 -0.0926815 0.00323446 0.0234176 -0.00110956 -0.00200945 0.0111297 -0.00657026 -0.0579127 0.0224887 0.00449496 0.00141732 -0.0252526 -0.0821916 0.00488228 -0.000438072 -0.0355574 -0.0110817 0.0089423 -0.000607017 0.0104506 -0.000881623 -0.00340297 0.00499826 -0.000623539 0.000391585 -0.00102486
internal_weight=225.579 46.651 45.2269 1.42406 1.12904 43.7136 7.74214 35.9714 5.52303 4.47197 3.87028 1.05106 3.23991 2.6984 34.3822 3.95333 1.90996 30.4288 26.3047 5.54493 3.62893 20.7597 14.5508 11.5872 178.928 125.229 53.6993 121.96 120.902 117.179
internal_count=4034 1017 649 368 262 640 253 387 239 159 157 80 143 136 365 94 84 271 248 102 68 146 109 81 3017 1518 1499 1473 1460 1438
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 0 0 0 0 2 0 2 2 1 1 0 1 1 2 1 0 2 2 1 1 0 1 0 0
split_gain=0.0816811 0.300545 0.316135 0.536072 0.487315 0.602206 0.433599 0.354592 0.334974 0.31822 0.253045 0.248366 0.159802 0.375557 0.542124 0.237551 0.172394 0.153948 0.112413 0.108045 0.106901 2.45336 0.467019 0.628702 0.141321 0.149749 0.548225 0.348916 0.329861 0.38949
threshold=34.883496062400006 33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.49830843385000007 0.52453519355000011 0.5681267027500001 0.56859076075000015 35.171584490050009 0.50706565670000014 36.010074051050005 36.364346611650006 0.39019789825000006 0.36533337325000009 0.52092751715000019 0.33992994225000006 0.39591628995000006 32.051492741500006 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31100865245000009 0.34311846950000008 0.46989611090000011 0.34219035360000005 0.44284602260000011 0.45994131915000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 17 -7 -9 -10 -2 -3 15 14 -14 -12 -17 19 -13 -1 21 22 23 -15 -22 26 27 28 -26 -30
right_child=10 11 4 -5 5 7 -8 8 9 -11 12 18 13 20 -16 16 -18 -19 -20 -21 24 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10155060782292467 -0.033491443328913149 0.065311887508673769 0.1028460622016874 -0.14885759336553472 -0.13656706640743674 0.10613917311866183 0.10550792719594029 -0.11152569405276624 0.1088389398935731 -0.10323831105022302 0.061559682926072536 -0.012548609129306885 0.00096741015619932066 -0.104221028999749 -0.11443875577820475 -0.019236799728870976 0.030085165198087606 -0.11481133549980682 0.038152773732429202 0.051339723706600587 0.023938669491340936 -0.26169526112616287 -0.10403413568083042 0.081768397571694004 -0.001397043376206207 0.00053655222824485458 -0.073330855788713623 0.050409184740827756 0.0035963088385570145 -0.12630895901386752
leaf_weight=0.068154720458550644 2.2729109952324498 1.3430210961960258 0.45681767910718907 0.38735475391149521 0.31806590408086755 0.32942166924476624 0.24349882453680038 0.2484273943118751 0.22563771903514862 0.10307181128337106 1.0218713903013843 1.0536242350935934 0.96834067742747609 0.21629954521631489 0.70222447032574564 1.4232246633619072 1.4114849213142404 0.24024887407313145 0.74757268563098467 0.14362787053687498 2.4934900198131791 0.35294976487057272 0.22328596562147129 1.1377546926960347 4.9103057685279037 197.97425920147452 1.2816144587122833 1.0689082182943819 0.42844325976329845 0.50033752605668269
leaf_count=56 32 29 6 8 3 2 2 22 1 123 28 7 31 123 42 11 38 31 44 5 16 33 10 12 103 3135 13 8 29 31
internal_value=1.45973e-05 0.0116163 -0.012437 -0.0545767 0.0147018 -0.0181783 -0.00206975 0.0233584 -0.0238918 0.0423389 -0.000299292 0.0327635 4.97952e-05 -0.000316742 -0.0475437 0.0202232 0.00532205 -0.0600193 0.0084946 0.00213739 5.79039e-05 -0.0233671 0.0299619 0.052058 0.000274608 -1.16013e-05 -0.0132626 -0.00211833 -0.0117341 -0.0663841
internal_weight=224.296 5.90855 2.76433 1.08289 1.68144 1.22462 0.69553 0.906559 0.577137 0.32871 218.388 3.14422 216.115 212.258 1.67057 3.85658 2.83471 0.452031 1.8012 0.211783 210.588 1.93029 1.57734 1.35405 208.657 206.164 8.18961 6.90799 5.83909 0.928781
internal_count=4034 339 259 102 157 151 94 148 146 124 3695 80 3663 3586 73 77 49 92 51 61 3513 178 145 135 3335 3319 184 171 163 60
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 1 1 2 0 0 1 0 2 2 0 0 1 0 0 2 1 0 2 2 0 1 1 0
split_gain=0.0729579 0.125277 0.14988 0.380852 0.318321 0.461646 0.194674 0.860709 0.122302 0.675713 0.121253 0.105155 0.102732 0.139854 0.453586 0.415487 0.249135 0.138028 0.235863 0.868212 0.663576 0.482879 0.375794 0.202828 0.864585 0.898574 1.09003 1.67504 1.03468 2.4978
threshold=49.283271594150008 48.86568841230001 48.457543166250012 47.709122305950011 44.421469061800003 0.37331217625000007 0.35471991855000007 0.35862698720000002 0.32058920395000007 35.782584506850007 0.55677973715000018 0.39718870690000002 0.32388251845000005 0.46898296455000005 43.572676689450006 38.334060527150008 0.45589952400000006 0.47515044460000005 0.34485494450000004 0.47943175355000006 0.47769527860000011 41.218101594450012 0.34488488370000009 0.4778150355000001 41.147265497500008 41.32819714970001 0.47769527860000011 0.34512439750000007 0.34536391125000004 0.47709649410000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -7 -8 9 -1 11 -2 -10 14 15 16 -14 -15 19 20 -19 -21 -20 24 -24 -26 27 -27 29 -29
right_child=10 -3 -4 -5 5 6 7 -9 12 -11 -12 -13 13 17 -16 -17 -18 18 22 21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.060582260354542852 -0.010731864326476329 0.017764447653006818 -0.024199622193338492 0.046406524010424707 0.075401878187843135 -0.10450863046149508 0.1053265754337224 -0.10393394634714542 0.025096345130337951 -0.10889104493678209 0.064208247125118828 -0.068392659249991869 -0.072710481014355177 0.019860310389654801 0.10614160608104757 -0.10849056026882048 0.0043404603683469024 -0.011906260826911274 0.041479114415087941 0.031036041075630884 -0.079996841282249431 -0.019258618899684304 -0.041412521388656191 -0.00047239997893191646 0.083584537167432138 0.055767895118197033 0.079646484075082624 0.024495330717124258 -0.0075397510366162065 -0.21722207276599984
leaf_weight=0.4148029662319449 0.90753446891903766 3.9711991574004051 2.5625776895685695 1.7637197767835449 0.28321830742061038 0.66087061722646445 0.29821287095546722 0.57658492713926535 1.6531239366886428 0.54356074723909842 0.14857225845116762 0.48546230178544647 0.54528116628239343 3.5782259756815611 0.25911540712695558 0.57040422380669031 1.8212689562551532 3.2447696099115984 2.2616732302121809 4.3923054672777653 2.5608204747550189 3.376354955136776 2.4980259090661994 172.73653271822354 2.0463785901665679 2.8157543839188275 1.8474866673350332 0.80672572285402544 3.2353453013929538 0.90944618172943592
leaf_count=26 4 46 26 39 3 71 3 265 31 189 161 90 101 60 6 137 31 32 11 22 20 22 17 2494 5 18 9 37 50 8
internal_value=1.2168e-05 0.000162554 -0.000157706 0.000127919 -0.000253608 -0.0419094 -0.0635448 -0.0325984 0.000103587 -0.0355389 -0.0216676 -0.0308268 0.000265353 6.94224e-05 -0.0206889 -0.0318786 -0.013413 0.000391002 4.7367e-05 -0.0126854 -0.0419407 0.00917737 0.000961092 0.000470773 0.0119771 0.0234142 0.0106077 -0.0058136 -0.0408328 -0.103597
internal_weight=223.775 222.234 218.263 215.7 213.936 1.81889 1.53567 0.874798 212.117 0.958364 1.54157 1.393 211.159 209.506 3.19607 2.93695 2.36655 206.31 202.732 13.5743 5.80559 7.76866 189.157 186.896 14.1592 11.6611 9.61476 7.76727 4.95152 1.71617
internal_count=4034 3779 3733 3707 3668 342 339 268 3326 215 255 94 3111 3080 275 269 132 2805 2745 96 52 44 2649 2638 144 127 122 113 95 45
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 1 0 2 0 0 0 0 1 2 2 2 2 2 0 1 2 1 1 0 1 1 2 0 0 1
split_gain=0.0736905 0.563234 3.52923 1.17067 1.07117 1.04196 2.13154 1.66237 1.73053 0.830154 0.794788 1.98787 0.452069 0.503102 0.863817 1.0812 0.643317 0.519811 0.427385 0.373881 1.39262 0.486509 0.372139 1.25563 1.07682 0.683131 0.572019 0.496822 1.13142 0.99512
threshold=0.34515433670000012 42.233786329550007 41.806790701050012 43.047778594550003 0.48028502140000007 0.34494476210000008 0.4778150355000001 41.385032804600009 0.47769527860000011 0.47997065955000012 0.48351845755000006 0.4815274992000001 0.34485494450000004 39.011793722550003 40.377444152000002 41.218101594450012 38.903925214650009 40.750688432250008 0.47464147780000004 0.34527409360000011 42.198888176300009 0.3453339720000001 0.34551360740000009 0.48200652675000005 0.34560342505000002 0.34542378970000004 41.919251152600005 0.47943175355000006 0.47769527860000011 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 10 7 8 -7 -3 11 12 13 16 -15 17 18 -16 -1 20 -2 -21 23 25 -24 26 -23 28 -26 -29
right_child=19 3 4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 21 -22 22 24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.01156102250383643 0.047818015867113525 0.010791166253598643 -0.077004671300902217 -0.006239714853737522 -0.23737911296492512 -0.17999558469838839 -0.1127331084605404 0.070783421492909337 0.043153967862462214 0.10243565343673343 -0.049051120602867648 0.094082164065622753 0.039491510156897905 -0.058415443843497339 0.0056621201370594225 -0.047130267673742031 0.093722393407872473 0.086775417786143019 0.064041466150277782 -0.040066245072351424 -0.030129782311785994 0.034067377011760915 -0.04929838560088632 -0.047257833763796331 -0.025092930672952943 0.060040911145718939 -0.025038179022966123 0.084044473859306315 0.053147885842325861 -0.0016666357760249139
leaf_weight=3.9401072395399011 6.3638569833128695 1.8804028749291313 0.885325585521058 9.0164399922214198 0.78642178326845169 0.72138523519924935 2.4029058180749416 1.9362137317657468 0.67057070881128311 2.083750382065773 2.2871674746274939 2.6379025951027861 2.594886763705289 3.607012879336251 1.7457133824937048 2.340195941971615 0.92610748787410546 1.443229163312935 0.92287142947316159 3.007470301934517 3.5822876498568803 4.0511242609072706 4.464908421970903 2.5526072159409514 2.8991191493823854 4.6107380730099976 2.7481550758238882 1.3678501099348057 5.0988151244819164 139.51398894477234
leaf_count=167 41 61 39 210 6 60 17 6 2 6 19 9 29 34 24 34 6 24 7 40 35 23 36 22 195 36 29 4 54 2759
internal_value=1.1983e-05 -0.00371665 -0.0112792 0.0136729 -0.152448 -0.00290339 -0.0409598 0.0108599 -0.0724939 0.0589639 0.00681379 0.0131523 0.000967191 -0.00573061 -0.0203453 0.00449025 0.0173339 0.0423718 0.00278643 0.000897878 0.0197437 -0.00020269 0.000513886 0.0161434 -0.000909244 0.0303273 0.0101779 0.000541948 0.0247869 -0.000834449
internal_weight=223.09 42.8286 29.848 12.9806 1.67175 28.1763 5.73108 3.32817 1.39196 3.96415 22.4452 20.158 17.5201 14.9252 9.13615 5.52914 5.78909 3.18894 4.86298 180.261 9.94614 170.315 167.307 13.9626 153.345 11.41 6.79928 148.88 7.99793 140.882
internal_count=4034 760 483 277 45 438 85 68 62 67 353 334 325 296 116 82 180 48 174 3274 76 3198 3158 110 3048 88 52 3012 249 2763
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 1 0 2 2 2 1 1 2 0 0 2 1 2 0 2 0 0 1 1 1 0 0 0 1 0
split_gain=0.0860565 0.935268 0.775146 1.61441 1.5564 0.384595 2.39671 0.556365 1.58307 1.35207 1.09484 1.19568 0.710339 0.587193 0.56019 0.544205 1.24913 0.984519 0.779265 0.992073 2.77806 2.41405 1.83284 3.58683 1.18636 1.40088 1.92774 1.06073 1.78946 0.86382
threshold=0.48447651265000008 0.48386275860000011 0.34494476210000008 0.48797940185000005 41.50623664750001 0.35471991855000007 0.48028502140000007 43.047778594550003 42.686561923500008 44.169240047700008 0.34623214870000002 0.3453938505000001 43.631818398850008 0.47769527860000011 0.39718870690000002 39.577821550850011 0.34512439750000007 40.159267750750011 0.48271009850000007 42.141702038450013 0.48244064550000004 0.47754558250000007 0.34569324270000007 0.34551360740000009 0.3453339720000001 0.4815274992000001 0.47976108500000009 0.47700667645000011 0.32388251845000005 0.47754558250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 7 -7 8 15 10 11 12 -9 14 -11 16 -1 -17 19 22 21 -21 23 24 25 26 27 28 -19 -29
right_child=2 -3 3 -5 -6 6 -8 9 -10 13 -12 -13 -14 -15 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00023220498234191125 -0.058522724891731472 -0.064173168417914858 0.087002982743873358 -0.00018081409304449418 -0.0029280670311399824 0.033336616807064526 -0.17378701790973827 -0.015827745138793464 0.046780310312173119 0.0062499352448033372 0.054651735393960302 -0.16629780158482751 -0.13911353986220612 0.065368747504745389 -0.062844949565940653 -0.043613796832885569 0.080451629424608817 0.047916973477656132 -0.036839383210222142 -0.0026657329248628158 0.1008211905341367 -0.1441140741415432 0.052331179336537095 -0.093104129489070375 0.050710572283917538 0.054051620943214189 -0.09329458967366272 0.048075537062094248 -0.14307837942964621 -0.0056108076782663101
leaf_weight=7.9719329159725003 2.1015333980321875 2.3789035305380812 4.3074298501014701 118.70414594000999 3.4785424997062364 1.5826317552964604 0.86347888526506711 1.9327590666580361 7.6813187334919339 6.2609618944697996 0.66533252969384182 1.2116603885660877 0.61639267348800775 1.3249744549393652 1.4440252764907198 5.9100958849885492 2.5658801807944656 0.82335056574084875 5.2967702746391288 2.6164743531408012 1.2214846909046171 2.2391193695366383 7.9589499150170004 3.755880005657672 5.9204427599906913 3.9921825379133216 2.4805153980851165 4.3889954611659041 1.2135832421117809 9.4502380378544313
leaf_count=219 18 15 31 2587 37 136 12 80 77 59 7 31 41 7 74 38 34 53 33 58 50 43 47 21 26 15 17 17 105 46
internal_value=3.18916e-05 -0.00227189 0.0017118 0.00271255 0.0468244 -0.000660577 -0.0397782 0.000415231 0.00375446 -0.0183175 -0.0635936 -0.0845127 -0.0456386 0.00387519 -0.00669944 -0.00111968 0.019765 -0.00496264 -0.000514803 0.00366231 -0.0339821 -0.0678935 0.00938378 -0.00128957 0.010909 0.000365122 -0.0113105 0.00149877 -0.065876 0.0114154
internal_weight=222.36 93.7683 128.592 126.49 7.78597 91.3894 2.44611 88.9433 75.4872 13.4561 4.42614 3.76081 2.54915 9.02996 7.70499 67.8059 10.5378 57.2681 51.358 46.0612 6.07708 4.85559 39.9841 32.0252 28.2693 22.3489 18.3567 15.8762 2.03693 13.8392
internal_count=4034 1361 2673 2655 68 1346 148 1198 899 299 159 152 121 140 133 822 253 569 531 498 151 101 347 300 279 253 238 221 158 63
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 2 2 2 2 1 1 2 1 0 0 2 1 1 1 1 1 0 0 1 0 0 2 0 0
split_gain=0.0838068 0.519256 0.713334 0.343842 0.563473 0.338038 0.475446 0.291549 0.266143 0.756562 0.690443 0.749273 1.17673 0.289633 1.16333 0.9874 0.811954 1.0489 1.89021 0.930378 1.13665 0.511936 1.26615 0.545927 0.869822 0.480953 1.16881 0.412881 0.462259 1.12124
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.34674111555000003 40.137820134150012 40.098777110850008 40.467253020850002 39.896141435400004 39.861052345600008 0.34560342505000002 0.39091643965000006 40.003678352300007 0.38552737940000009 0.51505942935000004 0.52005927965000021 39.458743938000005 0.38976377950000002 0.39019789825000006 0.39045238170000002 0.41236789315000005 0.39072183470000005 0.52770875125000016 0.52812790035000023 0.39408999735000005 0.52925062125000011 0.53544804050000006 39.420767558750008 0.54228915300000013 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 -5 6 8 -3 9 13 -10 -12 -13 14 -1 -15 17 -17 -19 -18 -21 -20 -23 -24 -25 -26 -27 28 -28 -30
right_child=-2 2 -4 4 -6 -7 -8 -9 10 -11 11 12 -14 15 -16 16 19 18 21 20 -22 22 23 24 25 26 27 -29 29 -31
leaf_value=0.0018774829265139001 -0.0015950938346661993 0.058558666989971343 -0.019217790272907681 -0.065297221358487215 0.010226123260338605 0.034818058200656692 -0.057368107386688738 0.017526950198220547 -0.034762618846424016 -0.072726347876816033 0.077544384107155737 0.055126055324282081 -0.08223437776139926 -0.084074608162715628 0.072598913273632257 0.059339622836541553 -0.11260238175485784 -0.14643828588062377 0.036988569972021455 0.029395184122474743 -0.090084069410534068 -0.089462229319414222 0.082165497814135346 -0.12247533406448133 0.064612857756712563 -0.11021187108285101 0.025980597254762844 0.09658043548697029 -0.13361474568911952 -0.00038898046585564684
leaf_weight=29.380216619823617 129.6181120304409 4.0241825984558073 2.7388072645808279 2.055864036083221 1.9017213728075146 2.88195129266387 1.4213486057706166 3.0397916960064322 1.7306116223335255 1.4350699933511339 2.4925094332138542 1.579343889228767 1.0306707359195568 1.5396482907672169 2.5259340684860936 3.1065981239080491 1.2904764041304577 0.87804410606622951 3.7254037261009243 2.2355875102803116 1.2367006990580192 1.5735318810911874 0.85402298346162098 0.55869683623314159 1.2272768542170549 0.91179215232841571 5.4017180022783551 0.49252148608502544 0.69116920139640381 7.3441834316229233
leaf_count=429 2505 32 36 13 32 31 15 23 9 21 14 16 39 25 16 15 16 8 18 30 37 44 4 7 9 37 30 7 9 507
internal_value=3.9591e-05 0.00236021 0.0241049 -0.000255152 -0.0290063 0.00121219 -8.49758e-05 0.0409018 0.00102668 -0.000906967 0.019819 0.0383313 0.000883685 0.000679307 0.00747633 -0.00587903 -0.00206037 0.00470928 -0.00246428 -0.0401032 -0.0131589 0.00308506 -0.00354338 0.00419034 0.000185334 0.00445017 -0.000524861 0.00665494 0.00335882 -0.0118485
internal_weight=220.924 91.3054 9.80278 81.5026 3.95759 77.545 74.6631 7.06397 73.2417 66.4086 6.83314 5.10252 2.61001 64.9735 31.9062 33.0674 31.5277 26.765 23.6584 4.76276 3.47229 22.7803 19.0549 17.4814 16.6274 16.0687 14.8414 13.9296 13.4371 8.03535
internal_count=4034 1529 91 1438 45 1393 1362 55 1347 1269 78 69 55 1248 445 803 778 695 680 83 67 672 654 610 606 599 590 553 546 516
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 1 0 0 0 2 2 2 2 1 1 2 0 0 1 0 1 1 2 1 1 1 2 1 0
split_gain=0.0746982 0.257774 1.03927 0.663601 0.610093 0.471387 0.317333 0.511318 0.343396 0.315309 0.234162 0.201704 0.125828 0.325721 0.508097 0.217172 0.191852 0.136997 0.0911662 0.613982 1.66846 1.26701 1.42319 1.19118 0.913155 0.998362 0.58351 1.5776 0.862474 0.956348
threshold=34.883496062400006 0.36575252235000005 0.51191581090000016 0.49485045360000007 0.34398670700000006 0.51505942935000004 0.38906020780000011 0.54386096225000014 0.5681267027500001 0.56859076075000015 33.151194885250007 35.171584490050009 36.010074051050005 36.364346611650006 0.36533337325000009 0.36533337325000009 36.124181380200007 0.52092751715000019 0.48537468940000006 0.34494476210000008 0.48797940185000005 0.34521421515000011 0.34530403280000005 41.50623664750001 0.34587287805000005 0.34641178410000012 0.35651627195000007 43.426640904350009 0.34739977845000009 0.48386275860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 -4 -7 -8 -9 -10 -1 -2 15 14 -14 -13 -16 -17 26 -20 23 -22 -23 -21 -24 -26 28 -28 29 -15
right_child=11 2 5 -5 -6 6 7 8 9 -11 -12 12 13 18 16 17 -18 -19 19 20 21 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.04688121098239792 -0.029626837734086232 -0.1402121190108126 0.10667349238794746 0.10415131446507225 -0.11409142773459369 -0.041463753358422624 0.075742999477606945 -0.11017921141999498 0.10794892686590499 -0.10255191072362291 0.084558910596047199 0.058849302422751285 0.026424349632582833 -0.00086741205524459733 -0.048884335367728217 -0.017916081178668074 -0.13755224357105675 0.026391888261395255 -0.051196535731213078 0.096282687579825138 0.1416555741499021 -0.12984033541998818 0.078643421473320471 0.0092540879119980025 -0.093935346249634025 0.00013928490111449063 -0.14080913727239194 0.043243207608327373 0.058533252589281028 -0.06171275062295583
leaf_weight=0.19306706034694687 2.3130813014372498 0.48648389731533859 0.49253412336111102 0.89358556270599354 0.38085173776812553 1.085502806119621 0.94159107585437574 0.33438857208238915 0.20627753436565399 0.10863375569942946 0.45485991984605789 0.97357771093083956 0.60887847492995095 85.409632237111509 0.52815396036021411 1.4108931468799712 0.45360614823903234 1.3807315189051221 2.1316508967429391 3.1632945388555518 0.62774866819381614 0.84827601909637351 1.463650457561015 3.1277919362364628 1.1407177485525597 101.89097105691599 1.0277185772793007 0.85162062439485442 2.3613074386230428 2.6637863740324965
leaf_count=63 32 8 4 11 35 12 8 25 1 158 14 28 28 1040 12 11 33 38 18 27 1 8 12 26 7 2198 56 72 24 24
internal_value=4.05532e-05 0.0114653 -0.00412444 0.0411095 -0.0136479 0.0167673 0.000221971 0.0286651 -0.0396055 0.0353332 0.0453928 -0.000256702 6.36518e-05 -0.000263845 -0.0453427 0.0181814 -0.0898519 0.00399854 8.30409e-05 0.0019696 0.00297912 8.75984e-06 -0.000835322 0.053014 0.00021192 -0.000902265 -0.00225475 -0.057406 -0.00110864 -0.00270768
internal_weight=219.955 5.57778 3.65541 1.92236 1.02878 3.16893 2.67639 1.59089 0.6493 0.314911 0.647927 214.377 212.064 208.299 1.59064 3.7652 0.98176 2.79162 206.708 114.394 112.262 105.971 105.344 6.29109 104.495 103.032 92.3141 1.87934 90.4347 88.0734
internal_count=4034 339 216 123 112 208 204 192 184 159 77 3695 3663 3586 73 77 45 49 3513 2297 2279 2226 2225 53 2217 2205 1216 128 1088 1064
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 2 1 0 0 1 0 2 0 2 2 0 0 1 1 0 0 2 2 1 0 1 0 1 0 1
split_gain=0.0677759 0.878835 0.652095 1.20869 0.971698 1.53002 1.18211 1.01919 0.907248 0.814541 0.692819 1.81645 0.649216 1.85276 1.15034 0.870882 0.583568 0.437359 0.371476 0.64092 0.762658 0.333451 0.321544 1.18189 0.521821 0.717873 0.41024 1.4815 0.337116 2.18242
threshold=42.456897412850005 42.360359531950003 0.47997065955000012 0.47961138885000004 0.38370108680000009 42.779078631750004 0.34530403280000005 0.50339810185000011 0.53158588065000012 0.38780276035000005 0.4815274992000001 43.157831852650006 0.47709649410000005 42.753078181500008 42.719328117250008 0.46898296455000005 0.49649711085000009 0.38906020780000011 0.38780276035000005 0.53544804050000006 0.53866650695000018 43.680097826700013 42.006870117350005 0.39542229275000007 0.54228915300000013 0.43639411995000005 0.4815274992000001 0.34569324270000007 0.47976108500000009 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 -4 -7 10 9 -6 -8 -12 14 -14 -2 -16 -3 -11 -10 -20 -21 -15 28 26 -25 -26 27 -24 29 -1
right_child=2 16 4 -5 8 6 7 -9 18 17 11 -13 13 21 15 -17 -18 -19 19 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00048397015400375643 0.083991708326814574 -0.072819073391339709 0.063370137025247061 -0.14371339392136481 0.028872110121122931 0.051039175798775108 0.015974703965843523 0.038508818496546068 -0.12129350381367617 -0.30754897525240543 -0.10735499458358591 0.0023346437406417337 -0.1320228516595284 0.02514574746390659 0.002483495882107771 -0.10665376536237524 -0.0014329925074747802 -0.11143864433293925 0.065558361099674611 -0.12463511430369655 -0.0014566182944042334 -0.034657428470789196 -0.13330539993853036 0.094999361071528676 -0.023206923264043441 0.084282177770202596 0.0082623691620194225 0.029149663617194017 -0.003513726855841324 0.09291344633308958
leaf_weight=33.463930301550818 1.6308576080918999 2.7817570892875656 6.6743141692131784 0.68016537651419717 0.41875506425276288 4.3620258737355497 2.5760692236945015 3.1930354501819229 0.25524462317116459 0.13144825398921967 2.6915331371128559 3.4382682647556067 1.4598621428012855 2.2464053523726766 8.1127132199035223 0.80358484131284136 1.9464405768667346 0.84319415194840985 1.3357771626324382 0.53319926635594939 8.7712044514373684 1.5939020398072896 1.0328916106736854 1.9601943381130693 1.3545413771644237 1.1478320247333611 4.0013743508607149 1.229630092391744 115.72202109006275 2.7656951153903711
leaf_count=491 26 31 74 11 7 19 18 57 8 1 30 24 24 33 272 83 32 239 21 14 559 25 36 12 15 39 29 12 1705 87
internal_value=4.55094e-05 -0.000932256 0.00320839 -0.013179 0.0108975 0.0230552 0.00650785 -0.0098169 -0.0117929 -0.0877717 -0.0275412 -0.045829 -0.00757649 -0.0361287 0.00677159 -0.00735254 -0.0434318 -0.137888 -0.00207608 0.000783794 -0.0085155 0.000324712 0.000302982 0.0170362 0.0563631 0.026098 -0.0109813 -0.0450147 -0.000878238 0.00753985
internal_weight=219.158 167.406 51.7516 16.5275 35.2241 22.9352 16.2609 11.8989 12.2888 1.3934 8.70587 6.1298 15.8473 5.30017 10.5472 8.9163 4.7282 0.974642 10.8954 10.6402 9.3044 3.84031 162.678 10.7265 4.46257 2.50237 6.2639 2.26252 151.952 36.2296
internal_count=4034 2489 1545 474 1071 222 148 129 849 247 72 54 463 82 381 355 63 240 602 594 573 58 2426 143 66 54 77 48 2283 578
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 2 0 2 2 2 2 1 0 2 2 0 1 2 2 1 1 2 2 1 2 1 2 1 1
split_gain=0.0813561 1.26254 0.599225 1.11036 0.535483 0.383638 0.678738 0.649599 0.360149 0.436339 2.12892 1.13387 0.25471 0.81264 0.895067 1.15725 0.914068 0.765007 0.660071 1.06265 0.592298 0.484021 0.411683 0.445776 1.13896 1.31286 0.766925 1.99965 0.910818 0.591607
threshold=41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.48200652675000005 41.436838994450007 41.535369675400013 0.48200652675000005 41.605323437500005 41.741384785950011 41.685324604100011 41.681597818500002 0.41988263825000011 0.54942965780000008 42.599563320500003 42.865207177650007 0.54228915300000013 0.43590012275000006 41.827117825850003 42.310579034350006 0.40301188585000008 0.40509266190000009 41.806790701050012 42.434124620650003 0.39542229275000007 42.283941020600004 0.34515433670000012 42.066503896600004 0.3459626957000001 0.34641178410000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 7 -7 -8 10 11 -10 20 14 -14 -16 -17 -15 -19 -20 22 -22 -11 24 25 26 27 -24 -28 -27
right_child=2 -3 5 -5 -6 6 8 -9 9 12 -12 -13 13 17 15 16 -18 18 19 -21 21 -23 23 -25 -26 29 28 -29 -30 -31
leaf_value=0.00025181852090781917 -0.03180555797504836 0.069601619130641501 0.028353743584098312 -0.088960530777830157 0.020736544588486835 0.0051579362392463269 0.031737530589762815 -0.075942697844202739 -0.034795177917151129 0.038849951528608435 -0.15983997675818135 0.10175600582947844 0.11205921495833748 -0.11156898697628773 -0.14032207085340714 -0.10794085186873026 0.10665144205145452 -0.12612006817620561 0.09517677450070311 -0.0091568451405192736 0.0031744790140258109 -0.12343541413235495 -0.14203986855869172 0.0041101056103328834 0.042086662470773493 -0.13480789244415906 0.03041164268428952 0.050446703339953707 -0.026404904180601797 -0.040657539128792608
leaf_weight=110.85031762676954 4.2444210631147126 2.6888239647669243 4.6949859531305256 2.148737462797726 3.5721387565135956 1.7323714558588097 3.6306232822971642 2.2973964080447331 1.7819199562181891 2.6597126180422483 0.98599889283650544 0.92312132567167271 1.5555736124515518 0.59825477821868833 0.40622192434966553 0.25847795664594719 0.8553585164481774 0.34798258869705012 1.2868755479721583 4.0437741990263021 0.52542329463176318 0.70991050442353298 1.3535860494448635 45.659124084610085 3.0543363802134982 1.3591171600201044 5.032056497409938 0.89758710558817245 6.4228513574635144 1.3113549120025707
leaf_count=1801 26 31 32 42 32 11 31 35 46 17 15 18 8 27 5 88 7 17 61 460 8 71 29 924 18 30 35 21 67 21
internal_value=4.169e-05 0.00189415 -0.00197392 -0.0252953 -0.00779401 0.000488412 -0.000970265 -0.0410781 0.000916572 -0.000447577 -0.0340476 0.0118042 0.00113556 0.016622 0.0587324 0.0041597 0.0568529 -0.00401183 0.00731952 0.0160304 -0.000963984 -0.0695846 0.000287228 -0.00128852 -0.0139743 -0.0244301 -0.0119323 -0.0652917 -0.00144581 -0.0885747
internal_weight=217.888 113.539 104.349 9.9653 7.81656 94.384 89.689 4.02977 85.6592 82.0286 3.69104 2.70504 78.3376 9.35252 3.07563 1.52006 1.11384 6.27689 5.67863 5.33065 68.9851 1.23533 67.7497 65.09 19.4309 16.3766 13.7061 2.25117 11.4549 2.67047
internal_count=4034 1832 2202 100 58 2102 2070 46 2024 1993 79 64 1914 673 108 100 95 565 538 521 1241 79 1162 1145 221 203 152 50 102 51
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 2 0 1 1 1 0 0 1 2 2 1 0 2 1 0 0 1 0 0 1 1 2 0 1 0
split_gain=0.0898544 0.628711 1.95215 1.29957 0.670765 0.664064 0.590479 0.499308 1.47757 0.482283 0.4497 0.425822 1.31705 0.674249 0.447632 0.434487 2.42316 1.35578 1.3027 1.61214 0.874379 0.394194 1.72844 0.743054 0.708175 0.861512 1.22756 1.20499 0.652983 1.06345
threshold=0.48447651265000008 0.36006406990000012 41.319407281650008 0.36359689830000008 43.157831852650006 39.792680591700012 0.48386275860000011 0.34587287805000005 0.34527409360000011 0.34641178410000012 0.49336846205000007 0.50278434775000014 0.36575252235000005 37.73036952315001 40.040005255000004 0.37286308795000006 0.51401155655000019 41.436838994450007 0.37413550490000008 0.51675099550000014 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.5231430197000001 0.38976377950000002 0.39382054430000007 35.879804895950009 0.52770875125000016 0.39587138110000003 0.53475943835000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -3 7 -2 -1 8 -4 -7 -9 13 -13 -5 -15 17 -17 -14 -18 -20 -21 -22 -23 -24 -25 26 -26 -28 -27 -30
right_child=1 3 4 11 -6 9 -8 10 -10 -11 -12 12 15 14 -16 16 18 -19 19 20 21 22 23 24 25 28 27 -29 29 -31
leaf_value=-0.0010377289286067376 0.0085402088777683377 -0.091376327256401726 -0.045250316277404272 -0.0068382678729460647 0.038392679846667596 0.042905781854260763 -0.051802524046769972 -0.052565446985328883 0.067524725345701628 0.10087797717699128 -0.005218973416795474 0.092032898728746676 -0.019687939968515849 -0.014927305161035765 -0.11786006300308234 -0.077893597796900194 -0.14511009945383979 0.087102645498487397 0.065532304666466118 -0.081786683474957309 0.02548023035212928 -0.08937123211466802 0.044257354940284536 0.11056369516034133 0.068096391646745455 0.034994251331417918 -0.105201906715039 -0.0032665635026321495 -0.05876539205155408 0.002219682078987218
leaf_weight=88.801621778626213 2.0669389814138439 1.58809976838529 2.2840146273374549 6.1562046277103937 3.0321350991725913 2.6274079382419586 2.3519727624952784 4.0430885441601259 2.3644806370139122 3.162114012055099 3.9816966354846954 1.5863854736089695 2.5834917845204464 0.70106229186058033 1.0632344463738261 3.9615635092723087 0.5961485430598249 2.2022270814049989 3.954997294174972 1.2830116063723824 6.2698276314768 2.1310714104183708 3.9367159369867286 0.56898286426439781 0.8982372097671022 5.4712460134760468 2.5873401900753379 2.1016331492573954 3.0350454219842495 49.402002010313481
leaf_count=1346 28 18 21 45 24 24 15 22 19 41 28 5 23 6 53 89 5 21 24 26 52 29 27 3 4 49 72 41 274 1600
internal_value=4.25652e-05 0.00177664 0.0165006 -0.00162195 -0.0038577 0.0571976 -0.00234758 -0.0139663 0.0121133 0.074569 -0.0290733 -0.000203514 0.0017006 -0.0224576 -0.0769586 0.00012557 -0.00150272 0.0294535 0.00217725 0.00325277 8.20766e-05 0.00145689 -0.000690798 0.00208833 -0.000502922 -0.00149819 -0.0389983 -0.0595137 0.00211996 -0.00131012
internal_weight=216.794 125.64 23.5619 102.079 15.7054 7.85646 91.1536 12.6733 4.6485 5.78952 8.02479 100.49 92.5699 7.9205 1.7643 90.9835 86.1978 4.78572 82.2363 81.6401 77.6851 76.4021 70.1323 68.0012 64.0645 63.4955 5.58721 4.68897 57.9083 52.437
internal_count=4034 2673 207 2466 114 93 1361 90 40 65 50 2448 2344 104 59 2339 2295 44 2206 2201 2177 2151 2099 2070 2043 2040 117 113 1923 1874
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 0 0 1 0 2 2 1 0 1 1 1 1 2 1 0 0 0 1 1 2 2 1 0 0 0
split_gain=0.0812092 0.123212 0.337051 0.178742 0.107302 0.161903 0.100653 0.437636 0.0919727 0.0945939 0.722818 0.27827 0.906131 0.519668 0.316315 0.732047 0.729095 1.87501 0.593403 0.877949 0.554378 0.563016 0.765422 1.06038 1.07587 1.41537 0.972176 0.616014 1.90431 1.52289
threshold=0.57537199485000012 40.890797847750008 0.44521122120000006 0.4591329601000001 42.402981339000007 0.58415915690000009 0.57152480465000022 0.43929822460000006 0.56915960600000015 39.420767558750008 39.525197829750006 0.45036076765000005 0.56065686655000013 0.46280051495000007 0.42780156285000009 0.43287626120000006 0.42114008565000011 41.092444989200011 0.41911918805000009 0.54386096225000014 0.54228915300000013 0.53928026105000015 0.39971857130000005 0.39587138110000003 43.631818398850008 43.680097826700013 0.39382054430000007 0.52366695610000014 0.5216909673500002 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -5 -6 8 -8 9 -1 -11 14 -13 -14 16 -16 18 -18 19 20 21 22 23 26 -25 -26 27 28 29 -12
right_child=1 3 -4 4 5 -7 7 -9 -10 10 11 12 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0039187239125881403 0.092213343808123557 -0.10693440411446781 -0.10040470830949932 -0.10174302396136695 -0.10434153979968999 0.06529147963125119 0.093641410414630991 -0.01022573210274212 -0.024524401007677301 -0.05978304668396997 -9.9101092298455959e-05 -0.14102166901151514 -0.041337589821669019 0.071354178403154098 0.067463764242443144 0.0020510201740753507 -0.12235395501714666 0.012506868063812916 0.041210396577908509 -0.067746683818971823 0.052163170845219854 -0.043688937157149027 0.032912851886922792 -0.11331323937813145 0.12616624591580533 -0.12037861670425434 0.059614248923706106 -0.045839950857003195 0.10776153420690765 -0.085445251293333468
leaf_weight=50.845124038622771 0.23735772138024802 0.32166345758560055 0.14717388684675825 0.090277139956015162 0.07515461261573364 0.2238458147548954 0.59977681186864984 1.2533483395745859 1.5201620201114554 2.0670922885765313 112.86784401552359 0.59527024526141703 1.0632680313428862 0.66521989973261941 2.2742428922174422 6.9063153871538816 1.7190107009373594 2.5755913834727835 3.466981024190317 1.9245076291481371 2.028059907257556 2.953876740531995 6.8860974648578113 1.6507114549167448 0.54202604666352261 0.4082195891533047 2.6765784265444372 3.0297797897364935 1.6122009158134449 2.1301984396995968
leaf_count=750 29 58 415 138 37 256 18 42 28 39 1394 18 81 9 49 112 18 37 25 85 9 22 85 55 2 83 19 85 10 26
internal_value=4.81457e-05 -0.0271097 0.0184916 -0.0517743 -0.00619505 0.0226537 0.000186998 0.0233916 -1.54473e-05 0.000161222 -0.00103252 -0.000263781 -0.0346132 0.00203258 0.000249028 0.0182553 -0.000879571 -0.0414742 0.00034663 -0.000674736 0.000268934 -0.000512059 0.000455586 -0.00133362 -0.0645159 0.0202521 9.89099e-06 -0.00132357 -0.000166944 -0.00168003
internal_weight=215.357 1.09547 0.384532 0.710941 0.389278 0.299 214.262 1.85313 212.408 210.888 160.043 157.976 2.32376 1.72849 155.652 9.18056 146.472 4.2946 142.177 138.71 136.786 134.758 131.804 124.918 2.60096 0.950246 122.317 119.64 116.61 114.998
internal_count=4034 933 444 489 431 293 3101 60 3041 3013 2263 2224 108 90 2116 161 1955 55 1900 1875 1790 1781 1759 1674 140 85 1534 1515 1430 1420
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 2 1 0 2 2 2 0 1 1 2 0 0 1 1 2 2 2 1 2 0 2 2 1 1
split_gain=0.0769888 0.627898 1.7361 1.42862 0.986951 0.537797 1.38467 0.580392 0.672388 0.412769 1.37394 1.20235 0.987092 0.913088 1.05074 0.59876 0.488923 0.435718 0.422988 2.70738 0.913471 1.92694 0.764825 0.744162 0.857969 0.714632 0.713231 0.676294 1.14968 4.70347
threshold=0.48537468940000006 0.34467530910000005 0.34494476210000008 0.48797940185000005 41.50623664750001 0.35651627195000007 43.426640904350009 0.34739977845000009 0.48386275860000011 43.047778594550003 42.824128352900011 44.169240047700008 0.48098859315000003 0.34623214870000002 0.3453938505000001 43.631818398850008 0.47769527860000011 0.39718870690000002 0.34560342505000002 0.34551360740000009 41.872294782850005 42.094663496250007 42.522337019050006 0.34548366815000003 41.385032804600009 0.47769527860000011 42.434124620650003 40.563919884450009 0.34515433670000012 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 9 10 18 13 -12 14 15 -11 17 -13 19 20 23 -22 26 24 27 -26 -23 -1 29 -29
right_child=1 2 3 -5 -6 6 -8 -9 -10 11 12 16 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0062710584785571457 0.10140146749793272 -0.1081572467234858 0.093353113660264816 2.3820113260263961e-06 0.011515915099141892 -0.13417245469848246 0.039812957083487158 0.049301303976820671 -0.052293721262167636 -0.017584351153135287 0.010484681822645123 0.0053436159663224556 0.11640654051206359 0.048148270510104882 -0.16265615241738615 -0.13407471533540247 0.060737404426263256 -0.056502368369964674 0.012349360719060423 -0.095767309248571825 -0.15811825359456388 -0.02697952205007605 -0.045772018832760636 0.068136338826212964 0.06041133841202332 0.0023731718051400994 0.070155996571409918 0.0004042119897213238 0.011014168826673084 -0.20048612904162666
leaf_weight=19.873331308245046 0.62834452092647453 1.4351088553667057 2.8097565919160834 114.02306626148356 3.099001064643744 1.0122875044216915 0.83452352267340746 2.2334893581282804 2.6122822128236285 1.8847225253921349 1.7709419925668037 6.2414422846486541 1.7484214082360265 0.64588166028261174 1.0937270935392005 0.57611312098742917 1.2845912054181097 1.3934866231284102 17.767537288367748 3.1240412816405287 1.0442644067516074 1.4244603311599351 3.1504398924298584 1.8456666767597187 4.2280872728442755 4.2582539319992065 1.6106280069798229 4.2436019084270793 4.8669872873506392 1.6067463334402416
leaf_count=301 4 14 27 2587 26 72 72 32 24 80 32 59 12 7 31 41 7 74 156 28 36 38 50 7 39 20 16 58 22 62
internal_value=4.57238e-05 0.00169479 0.00117859 0.0024869 0.0504315 -0.0021321 -0.0555532 -0.0010423 -0.00231577 -0.000792061 0.00215923 -0.017115 0.0631067 -0.0612286 -0.0811029 -0.0448562 0.00365931 -0.00594418 -0.000947425 -0.00555482 0.000297996 -0.0324705 -0.0112582 0.0060872 0.00315653 0.0312891 0.0245673 -0.0046479 -0.0248951 -0.0547685
internal_weight=214.371 121.995 121.367 119.932 5.90876 92.376 1.84681 90.5291 88.2957 85.6834 72.5634 13.12 3.51936 4.20044 3.55456 2.46084 8.91952 7.63493 69.044 51.2765 48.1525 7.22979 6.18553 40.9227 39.077 8.48634 3.03509 30.5907 10.7173 5.85035
internal_count=4034 2658 2654 2640 53 1376 144 1232 1200 1176 877 299 44 159 152 121 140 133 833 677 649 140 104 509 502 59 54 443 142 120
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 2 0 0 0 1 1 1 2 1 0 1 0 1 2 2 0 0 0 2 0 2 1 1 0
split_gain=0.0778346 0.881473 0.729937 0.605636 0.533542 1.31086 1.00343 0.796513 0.448022 0.632795 0.585776 0.402597 0.602963 0.932376 0.573483 1.01935 0.36835 0.445346 1.9278 0.8009 0.975156 0.845262 0.717976 0.583216 0.533402 0.451128 1.22484 0.897258 0.547119 0.344159
threshold=0.34551360740000009 0.34542378970000004 0.3453938505000001 0.34560342505000002 0.4815274992000001 0.48028502140000007 41.50623664750001 0.47943175355000006 0.47754558250000007 0.47736594710000008 0.34485494450000004 0.3453339720000001 0.34512439750000007 41.741384785950011 0.34503457980000002 0.47604862130000009 0.34566330350000002 0.47943175355000006 0.34569324270000007 41.942745071500006 43.426640904350009 0.47736594710000008 0.47769527860000011 0.48119816770000007 44.756878345700009 0.48271009850000007 41.741384785950011 0.3459626957000001 0.34584293880000011 0.48306936920000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 7 -6 8 9 11 -10 12 14 -14 15 -1 -5 19 -19 -18 21 -21 24 -20 -22 26 -25 -28 -27 -30
right_child=3 -3 -4 16 6 -7 -8 -9 10 -11 -12 -13 13 -15 -16 -17 17 18 23 20 22 -23 -24 25 -26 28 27 -29 29 -31
leaf_value=0.0041020118523398489 -0.037903064285940133 0.039231541596127018 -0.058965172274118877 0.042059273853300015 0.050571892509765543 -0.069768417132954424 -0.0063005678485359359 0.031799558780690337 -0.056707563420828035 0.054842791182777996 -0.0073858434156566302 0.075128900652458919 -0.15052209693240637 0.010232595648530811 0.056830717253207999 -0.064026695465072836 0.067894120412174172 -0.10218796824564458 -0.032500835861745563 0.028543746907101736 -0.11571307436246231 -0.12235323333764887 0.088081575542140064 -0.047597296484237661 0.035343454123532521 -0.051042819891265571 0.10992476970802673 0.004110216387695655 0.060087100141093634 9.2824318177025516e-05
leaf_weight=15.921061732300602 4.3722561291651791 6.0629361425526431 2.0806138305924824 2.0410196851007631 5.7010390311479551 2.8166074492037287 6.8057768642902374 6.8947014417499295 3.333546149544417 2.1115912795066825 8.672814187826587 0.64940401456624286 0.6958774954734952 0.74928657221607864 1.6158220028737549 2.5475626159459344 2.5934015874308889 1.8920593261718739 5.4674112051725379 0.60179822250211168 0.39566298408317413 0.96885868906974792 1.2604486076161263 1.3803385746723495 0.57128605432808399 2.089199259877204 1.8755399622023108 1.399183167144656 0.96395643800496955 118.52894070500406
leaf_count=540 36 53 16 11 32 23 43 36 24 9 56 10 63 40 10 31 87 20 32 34 28 25 10 8 58 12 52 7 3 2625
internal_value=4.46784e-05 0.00287724 -0.000760208 -0.00124503 0.00130938 -0.0036692 0.0196239 0.000641249 -0.00527735 0.00253355 -0.0210799 -0.00244664 -0.00478658 -0.0671742 -0.000297509 -0.00529566 -0.000116539 -0.00073146 -0.00196515 0.0250555 -0.00419564 -0.064537 0.0383542 -0.000525354 -0.0264669 0.000859525 0.0314107 0.0647136 -0.000310201 0.000576802
internal_weight=213.06 66.6586 60.5957 146.401 58.5151 46.0083 12.5068 43.1917 36.297 24.2906 12.0064 22.179 21.5296 1.44516 20.0844 18.4686 142.029 139.988 133.597 6.39146 3.79805 1.57066 2.2274 131.705 0.966949 126.237 4.65506 3.27472 121.582 119.493
internal_count=4034 986 933 3048 917 842 75 819 783 703 80 694 684 103 581 571 3012 3001 2759 242 155 59 96 2739 86 2707 67 59 2640 2628
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 2 1 2 1 2 2 2 2 2 2 1 0 2 2 0 1 1 2 0 1 1 1 2 1 0
split_gain=0.0743244 0.258164 0.181051 0.537545 0.0804408 0.424626 0.63903 0.333106 0.339749 0.291103 0.442588 0.866226 0.351732 0.822513 0.517585 0.84098 0.385887 0.297577 0.65431 0.511096 0.316569 3.03749 1.38182 0.823801 1.01074 1.45662 0.817422 1.08809 0.769058 0.608269
threshold=0.39672464895000009 0.39718870690000002 48.457543166250012 44.952171034750002 40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.34674111555000003 40.844669808050007 40.890797847750008 40.94178426300001 41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.48200652675000005 41.436838994450007 41.535369675400013 0.48200652675000005 0.3459626957000001 0.34608245260000009 41.571132012400007 0.48098859315000003 0.34545372890000009 0.34566330350000002 0.34575312120000007 42.141702038450013 0.3453339720000001 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -3 -9 -6 -11 -12 13 -13 15 16 -14 -16 19 -19 22 -22 -20 24 28 -26 -25 -28 -24 -27
right_child=1 4 -4 -5 9 6 -8 8 -10 10 11 12 14 -15 17 -17 -18 18 20 -21 21 -23 23 26 25 29 27 -29 -30 -31
leaf_value=-0.10416731684574441 0.038290608544426716 0.0013540590394116115 -0.023367426966783296 0.063113208309314869 -0.018047825953148921 0.03866769040513432 -0.018901410700995172 -0.056269619870256131 0.0033196608244154737 0.049256307806608633 -0.091126321476224764 0.0012825665978057974 -0.028382240457036568 0.067463900962541845 0.025602944517781303 -0.079818396124356802 0.017207093368934438 -0.00024998586557687801 0.098581385294942869 -0.07433694067485079 -0.15506164644892964 9.5115546637251889e-05 -0.012558691328559341 0.0076801883672869822 -0.15088166860351282 0.032459677564044734 -0.0022490539758946745 0.10844223079971096 0.041344262174767873 -0.062373322599018503
leaf_weight=0.25142513908212893 1.7764793406240631 75.061820990331853 3.5452399365603924 0.81411225907504559 9.9790156859453401 6.7775725703686458 2.694802093817998 2.0757724903523918 1.7749363709008319 1.7800394175574172 1.0563598301450827 7.60613403424213 4.2257966347315215 2.4935319418145809 4.4677133134755413 2.1068032048715395 3.3117161765694618 1.6700322052492986 1.6153474897146214 2.1045929833635455 1.3012514784932125 41.563625456230511 9.8674781449663005 11.165406214073299 1.142502949223853 1.3171832761727276 1.5254911333322518 2.1252252198755741 3.617155701853334 1.3902206327766178
leaf_count=165 15 1343 29 12 156 55 36 13 32 22 13 69 26 30 31 42 32 11 6 35 12 1381 230 71 30 28 7 54 33 15
internal_value=5.38644e-05 0.000332777 -0.0125038 0.0236415 5.15012e-06 0.00228393 0.0222898 -0.000117505 -0.0288027 -0.00170996 -0.000192691 -0.00102564 -0.000115864 0.0176222 -0.00201127 -0.0239638 -0.0083519 0.000483239 -0.000912531 -0.0415582 0.00108956 -0.00461499 0.0083313 0.00379686 -0.011002 -0.0561936 0.0211112 0.0621887 0.00190039 -0.016236
internal_weight=212.205 207.594 4.61078 1.06554 205.818 88.3849 9.47237 78.9125 3.85071 117.433 107.454 105.674 104.617 10.0997 94.5175 9.64432 7.53751 84.8732 80.4055 3.77463 76.6309 42.8649 33.766 32.1507 17.3345 3.84991 14.8161 3.65072 13.4846 2.7074
internal_count=4034 3828 206 177 3813 1479 91 1388 45 2334 2178 2156 2143 99 2044 100 58 1944 1913 46 1867 1393 474 468 336 73 132 61 263 43
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 0 1 1 0 2 1 2 1 2 2 0 1 2 1 2 0 1 0 0 1 0 0 0 2
split_gain=0.0712756 0.171802 0.378856 0.139829 0.903581 0.666934 0.292445 0.291851 0.448754 0.407582 0.133772 1.21038 0.281543 0.544466 0.521814 0.245596 0.893352 1.03802 0.332574 0.566028 0.323271 0.296288 0.246433 0.233522 0.702655 0.600504 0.690316 0.228173 0.209019 0.196114
threshold=49.283271594150008 48.778770352700008 0.39672464895000009 44.421469061800003 48.457543166250012 47.927946529500012 0.37331217625000007 0.35471991855000007 0.35862698720000002 0.54228915300000013 43.752965619700007 0.34527409360000011 43.525909308350002 0.39784736985000008 43.384297312450009 43.084235337800003 0.48797940185000005 0.34527409360000011 43.018222997350009 0.34551360740000009 42.899217095850013 0.50922128080000018 0.34566330350000002 0.4778150355000001 0.48637765340000011 0.36160593995000007 0.53866650695000018 0.50086823750000009 0.49787431515000008 42.753078181500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 6 -5 -8 -9 -10 12 -12 14 -14 15 18 17 -17 20 -20 29 -18 -22 -13 -25 -26 -27 -24 -16 -1
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 11 23 13 -15 28 16 21 -19 19 -21 22 -23 27 24 25 26 -28 -29 -30 -31
leaf_value=-0.00034792524085065844 -0.021824046071262815 -0.0064672200080477214 0.043884148931644919 0.070983834286379971 -0.14069779702989668 0.068092127996237414 -0.10423683367277195 0.10420592997459983 -0.10803523886464517 0.0098804298744662108 0.087922863959048914 0.0375487320128167 -0.071566359964590792 0.030258390284734184 0.015150568605273607 -0.018835553133253486 -0.017265282409359085 -0.15936071512003325 0.090695589178765426 -0.0080510299804689572 0.0030161646614251889 0.036196313202011991 -0.11796018278856764 -0.12878102618857018 0.10350912793171846 -0.10028212419648196 0.017719851803398023 -0.030525652609904294 0.080311495007977338 0.021160454663472068
leaf_weight=175.46074361168348 1.4776476006663859 3.2226362377405158 2.7864134924675454 0.25421042880043421 0.52776678338705085 1.0044469520689743 0.55813601199770335 0.24506157636642445 0.54411219292524016 0.63552221147983801 1.6202026177925279 0.68289303258643519 1.4711546972685021 0.81661583660752501 0.89432704797945817 1.438426201573747 2.2080880203284323 0.82836640161622188 1.0818559541366988 1.252583027082437 0.79909389154636246 1.9539994968763492 0.52745086335926294 0.55691691860556636 0.4263536445796493 0.7938172340000168 1.3203433012749881 0.68750647203887638 1.095042865083087 4.3442432707233811
leaf_count=2699 255 26 33 3 13 26 71 3 205 73 43 12 35 23 25 32 17 39 27 15 13 42 21 8 7 45 126 22 17 58
internal_value=6.1764e-05 0.000215734 0.0168809 -0.000275086 -0.019357 0.000399274 -0.0299953 -0.0429414 -0.0189284 -0.0445088 8.40698e-05 0.0156089 -0.000346201 -0.0352202 6.81052e-05 -0.000463731 -0.0196766 -0.0701884 0.000206998 0.0377114 -0.000274535 0.00783364 -0.0401155 -0.015384 -0.0270541 -0.00475412 -0.0265871 -0.0684837 0.0510182 0.000171736
internal_weight=211.516 210.038 6.00905 204.029 3.76926 3.24149 2.23704 1.98283 1.4247 1.17963 200.26 5.40053 194.859 2.28777 192.572 190.582 6.42888 2.26679 184.153 2.33444 181.819 4.16209 2.01405 3.78032 3.09743 2.54051 2.11416 1.21496 1.98937 179.805
internal_count=4034 3779 59 3720 394 381 355 352 281 278 3326 241 3085 58 3027 2985 130 71 2855 42 2813 59 56 198 186 178 171 43 42 2757
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 2 1 0 2 2 1 0 1 2 1 0 1 2 2 2 1 1 2 1 1 0 1 0 1 1
split_gain=0.0691757 0.499057 1.44421 1.03081 0.650969 0.5779 0.487458 0.384766 0.383873 1.29744 0.356163 1.78134 0.413971 0.778204 0.716669 0.352294 1.1541 0.58827 1.4612 2.76767 0.371659 2.15797 1.21149 0.598168 0.767853 0.965371 0.992679 0.919619 0.640365 2.40415
threshold=0.48447651265000008 0.36006406990000012 41.319407281650008 0.36359689830000008 39.792680591700012 42.006870117350005 0.34641178410000012 0.48351845755000006 42.779078631750004 43.157831852650006 0.35471991855000007 0.48028502140000007 0.34608245260000009 41.806790701050012 0.3459626957000001 0.50278434775000014 0.36575252235000005 35.509685375550013 36.893814626400008 38.969453495950006 0.37286308795000006 0.37668033890000002 41.436838994450007 0.38370108680000009 0.38552737940000009 0.52005927965000021 0.38780276035000005 0.5216909673500002 0.38976377950000002 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 -4 -6 10 -7 -10 12 -12 14 -14 -1 17 -17 -5 -19 -20 22 -22 -18 -23 -25 -26 -27 -28 -29 -30
right_child=1 3 5 15 6 8 -8 -9 9 -11 11 -13 13 -15 -16 16 20 18 19 -21 21 23 -24 24 25 26 27 28 29 -31
leaf_value=0.00016026534022638345 0.0034781523173034244 -0.082030701548607338 -0.032486937160180647 0.021408155299851652 0.037723440929305886 0.028669586025993107 0.098966668773810482 -0.030231792059045654 -0.062270058075366119 0.036189404249065388 0.023716995829713188 -0.16987839290459322 0.087129667090109844 0.0030601049405140053 -0.063021858117034799 0.088831282487706997 -0.01771098412846633 -0.11156706157128982 0.063501817306562111 -0.11785151111165271 -0.084039383898218134 0.032566240513619296 0.084633500367611733 -0.08843273197407539 -0.077318954603853116 0.069752500473334783 -0.081820819454739624 0.055601655473810324 -0.16436635754503021 0.002184648071639731
leaf_weight=74.604116523176572 2.0083755310624865 1.5625684577971686 4.4939941652119151 2.3417763055767855 2.4308416359126568 5.51679529994726 2.7927751671522856 4.6008970011025658 2.4667295999825001 2.9257704392075539 1.4258474550551903 0.71293546229571791 1.5500118199561246 3.8015715490328148 1.8395382612943638 1.4915543049573887 2.6164327207952729 1.823921278119087 2.3317326307296757 1.3167215201192446 3.0451319668209171 5.8304213862866154 2.0730115415062755 0.98414153046905894 1.5613764924837585 2.1092153671197584 1.3431881200522173 2.1377350625116369 0.8781854584813108 66.239027573374869
leaf_count=1089 28 18 37 21 24 27 41 34 26 24 136 12 38 39 13 5 23 13 13 57 53 53 21 12 50 17 20 12 6 2072
internal_value=5.43656e-05 0.00159532 0.0149997 -0.00144836 0.0518636 -0.00230817 0.0704668 -0.00207464 0.0101237 -0.00884961 -0.000531191 -0.0408155 0.000522164 0.0274097 -0.00136015 -0.00016513 0.00159741 -0.0205352 -0.0384838 -0.00194832 0.000132461 -0.00139479 0.0275313 0.00170897 -0.000681776 0.00048102 0.00215176 0.000132095 0.00172156 5.43555e-06
internal_weight=210.856 122.321 22.6353 99.6861 7.23199 15.4033 5.22362 88.5349 10.9093 5.3925 83.934 2.13878 81.7952 5.35158 76.4437 98.1236 90.3094 7.81415 5.47238 3.64845 88.8179 84.1284 4.68944 81.0833 75.2529 74.2687 72.7074 70.5981 69.2549 67.1172
internal_count=4034 2673 207 2466 93 114 65 1361 77 50 1327 148 1179 77 1102 2448 2344 104 83 70 2339 2295 44 2242 2189 2177 2127 2110 2090 2078
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 1 1 1 2 1 2 0 0 1 2 2 2 0 2 1 1 0 0 0 2 2 2 2 2
split_gain=0.063305 0.350253 0.539251 0.30689 0.321489 0.634076 1.34819 0.6286 0.750038 0.711072 0.690103 0.545625 0.524536 0.811557 0.851534 2.01883 0.513688 0.722755 0.536672 0.512375 0.517499 0.921122 1.59786 0.454858 0.437634 0.40827 0.371332 0.467338 0.322612 0.457223
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.5231430197000001 0.52770875125000016 0.39045238170000002 0.37413550490000008 0.38370108680000009 40.137820134150012 0.39019789825000006 38.625745710700009 0.47515044460000005 0.47883296910000012 0.34569324270000007 39.577821550850011 40.003678352300007 39.952536079750011 0.5398790455000001 37.198331469900005 0.36533337325000009 0.36491422415000008 0.5017514446000001 0.48637765340000011 0.52812790035000023 40.040005255000004 36.491284729650012 35.509685375550013 39.685256516350002 39.664548207900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 9 -9 11 -10 19 -13 -14 -15 -16 17 24 -18 20 21 22 26 -21 -7 -20 27 -1 29 -26
right_child=-2 2 -4 -5 5 16 -8 8 10 -11 -12 12 13 14 15 -17 18 -19 25 23 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0012340147436971421 -0.0014108292654784085 0.036019893680812556 -0.017067181938433804 -0.027636077625493749 -0.003343198497357753 0.069296469457830578 -0.12656793706103395 0.063946300571904591 -0.014428698110399853 0.051368827216803463 0.040403834888903506 0.024384261883075763 -0.069584525358941676 0.015156321508613943 -0.12794312717196898 0.0074174295005811509 0.011387615340298021 0.074779001589457397 -0.026693097159828955 0.01315576021932122 -0.035602115135004588 0.072406740170570735 -0.19491935416687139 0.073372502827067768 -0.0045872832737960069 -0.14760047626993686 -0.046854203042194585 0.089959772106712507 -0.058780034281627272 0.071978208710356803
leaf_weight=2.3181395791486943 121.91767108389831 6.5503446685033833 2.7030164684510964 3.8378140691347644 2.697790993377569 0.84430941939354909 1.323451555916108 3.6022506207227698 5.1137353107333166 2.4336269088089457 4.1645296708957176 2.4804987898532991 3.2019880264997473 5.430649667978285 1.7542420364916322 2.9626785088330507 0.82497170567512412 1.3343529552221287 0.497162638697773 4.0277981940453165 3.6102500349516049 1.7976535856723783 0.43286183476448048 1.8217922654002903 17.678258892751735 0.63726564223543392 0.97146052994503396 0.79801499328459602 1.0274439559789232 0.81593970581889053
leaf_count=138 2505 55 36 45 16 5 59 27 49 12 37 30 22 27 24 30 5 5 28 59 26 8 3 14 628 25 29 45 39 3
internal_value=6.30548e-05 0.00211213 0.0205125 -5.84872e-05 0.00136019 -0.00718661 -0.0438983 0.00640223 0.0252186 -0.000717433 0.0101828 -0.00472776 -0.0178447 -0.0256913 -0.0118412 -0.0429237 -0.000947024 0.00348063 -0.0499832 0.00843249 -0.00539973 0.0118582 -0.01222 0.0319096 -0.00119075 -0.0946129 0.0071271 0.0239558 -0.00423932 -0.00120931
internal_weight=209.612 87.6943 9.25336 78.4409 74.6031 27.6809 4.02124 46.9222 12.8805 34.0417 9.27826 31.608 15.8301 13.3496 10.1476 4.71692 23.6597 21.7003 1.9594 15.778 9.92838 6.31813 4.52048 5.84959 20.366 1.13443 4.08762 3.11615 19.5216 18.4942
internal_count=4034 1529 91 1438 1393 813 75 580 113 467 86 455 133 103 81 54 738 680 58 322 249 223 215 73 675 53 212 183 670 631
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 0 0 0 0 0 2 2 1 2 2 1 1 1 0 1 2 2 0 0 2 1 0 1 0
split_gain=0.0641587 0.206161 0.322836 0.420332 0.354175 0.542079 0.345901 0.345323 0.266792 0.261077 0.179932 0.272054 0.158774 0.129004 0.103072 0.305793 0.434387 0.1611 0.0892476 1.07798 0.823275 0.138828 0.130625 0.39778 1.07961 0.2843 0.0883701 0.231903 0.260592 0.196638
threshold=34.883496062400006 33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.52453519355000011 0.49830843385000007 0.5681267027500001 0.56859076075000015 0.50706565670000014 34.654301448200009 35.171584490050009 0.33992994225000006 36.010074051050005 36.364346611650006 0.39019789825000006 0.36533337325000009 0.46280051495000007 0.56065686655000013 0.4662734648500001 42.522337019050006 37.038444968100009 0.50410167360000013 0.52863686715000002 37.137227079750012 0.45280081435000008 0.56341127510000011 0.45368402140000008 0.58415915690000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -6 -7 13 -8 -10 -3 -12 -2 -1 17 16 -16 -14 22 -20 -21 -22 23 -17 -25 -24 -27 -28 -29 -30
right_child=12 10 4 -5 5 6 8 -9 9 -11 11 -13 14 -15 15 18 -18 -19 19 20 21 -23 25 24 -26 26 27 28 29 -31
leaf_value=0.0019862674926100078 -0.02609375515429237 0.059883643013588887 0.10240828510581879 -0.13937888240849294 -0.12831399240745789 0.1066258150793855 -0.10952236562028579 0.10440187735675084 0.10712430651729228 -0.10282878742812884 0.04080927004599743 -0.04264939448274499 0.052323121912015096 -0.11203879848567247 -0.0016355095580614647 0.0076756606869425262 -0.11213993201720603 0.0043868786837456463 -0.13628302665790237 0.084285997460177495 -0.1055456150784449 0.040325421847650617 0.048261720457814017 -0.13570194969742591 0.0049003721991953998 0.00024621552379055817 -0.11231934687672696 0.0177412743251294 -0.10310536456139291 0.019770703295076027
leaf_weight=0.19123537274572244 2.3442985944343482 1.150902394205332 0.37936630845069874 0.3676232136785984 0.28553156554698922 0.35229815542697906 0.20688788819825277 0.19825096800923347 0.18773567676544189 0.08652464491228784 1.0033913655470312 0.63952448212148727 0.94247541706135907 0.20621246005816829 0.89818293575080932 3.2134993654253767 0.58900369117941409 2.7372304928626363 0.37053160664800033 1.5012169544643255 0.32440048975786329 0.081669198110830621 1.2294347055722017 0.85999638796784017 1.4962704625650074 184.87085720322102 0.24291166668081077 1.2390598889323881 0.39825545693747688 0.19352092963163159
leaf_count=61 32 29 6 8 3 2 22 2 1 123 40 11 28 31 31 33 42 49 8 19 323 274 11 13 40 2630 18 9 96 39
internal_value=6.22051e-05 0.0109712 -0.0101287 -0.0552931 0.0189086 -0.00940022 0.0313386 -0.00340135 -0.0237869 0.0408875 0.0295626 0.00832199 -0.00021948 -0.0571747 8.20134e-05 -0.000226932 -0.045401 0.0166647 0.000115798 0.0197947 0.0501162 -0.0762079 -0.000115564 -0.015208 -0.046417 0.000331158 1.59441e-05 -0.0205123 -0.00833156 -0.0629228
internal_weight=208.788 5.25548 2.46167 0.963322 1.49834 1.11898 0.833446 0.595699 0.481148 0.27426 2.79382 1.64292 203.533 0.397448 201.189 197.509 1.48719 3.67971 196.022 2.27782 1.90729 0.40607 193.744 5.56977 2.35627 188.174 186.945 2.07375 1.83084 0.591776
internal_count=4034 339 259 102 157 151 148 94 146 124 80 51 3695 92 3663 3586 73 77 3513 624 616 597 2889 86 53 2803 2792 162 144 135
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 2 1 2 0 1 1 2 1 2 0 2 1 2 2 0 2 1 1 1 2 0 1 1 0 0
split_gain=0.0671615 0.85612 1.15536 0.985306 0.710799 0.918477 0.701604 1.23957 0.604069 0.470623 0.440819 0.931487 0.881 0.53976 0.401216 0.335361 1.18053 0.667668 0.57921 0.953251 2.85686 0.328944 1.26356 0.988202 0.946956 2.29814 0.874901 0.832216 1.17629 2.17864
threshold=0.48597347385000006 0.34587287805000005 0.34527409360000011 0.34739977845000009 0.36006406990000012 42.047301293400004 0.35651627195000007 43.426640904350009 0.49787431515000008 0.36698003050000011 0.34608245260000009 41.806790701050012 0.3459626957000001 40.241071441700008 0.49336846205000007 39.577821550850011 0.34512439750000007 40.137820134150012 40.206947806850003 0.48351845755000006 42.719328117250008 0.34569324270000007 0.34551360740000009 0.34542378970000004 42.198888176300009 0.48244064550000004 0.3453938505000001 0.3453339720000001 0.4815274992000001 0.48028502140000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 5 14 10 -8 9 -6 12 13 15 -12 -5 16 -1 -17 -19 21 -21 22 23 26 -23 -26 27 28 29 -20
right_child=1 3 -4 4 8 -7 7 -9 -10 -11 11 -13 -14 -15 -16 17 -18 18 19 20 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0018095959999237219 -0.0079042255477842476 -0.049812067158437501 0.08124029706380563 0.028431803182036187 -0.13451593378902982 -0.00055293753369674184 -0.13522542583543512 0.033803078689102442 -8.0284708258973692e-05 -0.0093380545293902245 0.020915084062445972 -0.0049472163976101834 -0.066321949414067508 0.10248949841963698 0.092837946941432034 -0.03603227198213723 0.082984629827326239 0.053440656289094862 -0.0033211574528334399 -0.13817214003308759 0.031063693259092418 0.040228791018547726 -0.049003851387315826 0.049418567356846209 -0.10548452957548048 0.10055373500350229 -0.071505825653728372 0.04574332513235925 0.040113800127239363 -0.10507026685670713
leaf_weight=7.8681650456569496 2.7634763289242974 3.8810959532856932 3.0679400376975536 1.7192097697406992 0.59593171253800281 4.7918830215930939 1.0314892065325683 0.74883652653079469 96.488433764961655 0.60551909074820287 1.5707571195198382 5.3094795760844136 2.1394975120201698 1.677270720247179 2.2112559014931321 5.8662362672039299 2.0748632591158866 1.9112283997237671 27.046216247796114 1.9075693078339093 2.0907369069755077 6.022193565964697 5.185889509622938 4.1831802774686357 1.5635684902954383 0.82804597914218891 1.7164818679448206 3.8224612602498373 5.2608543150126925 2.2819327712059012
leaf_count=219 27 27 22 14 9 38 73 72 2425 31 26 46 15 33 42 37 19 8 537 23 18 23 46 36 33 50 14 31 22 18
internal_value=5.41831e-05 0.00165363 0.0389952 -0.000320686 0.00148438 0.0288362 -0.00196234 -0.064129 -0.000957758 -0.0714275 -0.000737041 0.0208575 -0.002997 0.0630398 0.0646663 -0.00129558 0.0158849 -0.00374692 -0.000779321 -0.00245317 -0.0496778 0.000807329 -0.0023 0.00316591 0.0190872 -0.0341481 -0.00165574 0.00146563 -0.00342754 -0.0112379
internal_weight=208.232 116.125 5.83142 110.293 106.412 8.72235 92.107 1.78033 97.6899 1.20145 90.3266 8.55751 81.7691 3.24803 3.93047 79.6296 9.94303 69.6866 63.8204 61.9091 3.99831 57.9108 49.497 44.3111 8.41381 2.39161 40.1279 38.4115 34.589 29.3281
internal_count=4034 2635 49 2586 2559 94 1399 145 2465 40 1254 105 1149 59 56 1134 238 896 859 851 41 810 704 658 106 83 622 608 577 555
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 1 0 2 1 2 1 1 2 1 2 1 0 0 1 0 2 2 2 2 0 1 2 2 1 1
split_gain=0.0597284 0.452234 0.462575 0.226089 0.2283 0.167414 0.20465 0.341312 0.405564 0.135518 0.526468 0.364259 0.459525 0.196196 0.179576 1.23273 0.211029 0.603586 0.528124 0.582601 0.189926 0.442481 0.271699 0.181562 0.707167 0.314279 0.258279 0.195809 0.270944 0.697293
threshold=48.778770352700008 0.39606598605000004 0.37331217625000007 0.39162001140000008 0.40301188585000008 0.32388251845000005 0.41872997815000007 41.770271989050009 0.32058920395000007 44.421469061800003 0.33750486510000005 0.39193437325000008 47.709122305950011 0.35862698720000002 43.752965619700007 0.34527409360000011 0.4778150355000001 0.48637765340000011 0.36160593995000007 0.53866650695000018 43.525909308350002 43.384297312450009 43.680097826700013 43.084235337800003 0.50922128080000018 0.34554354660000003 43.018222997350009 42.899217095850013 0.34566330350000002 0.37668033890000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -3 8 -8 10 -7 12 13 -11 20 -16 -17 -18 -19 -20 21 23 -22 26 25 -25 27 -12 -29 -30
right_child=3 5 -4 4 -6 9 7 -9 -10 11 14 -13 -14 -15 15 16 17 18 19 -21 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.018687939973851993 0.0032617526802485915 0.090008719092543155 -0.13041424529078047 0.082874687645724809 -0.10202760322455982 -0.085955280841926107 -0.022081148619897809 -0.048435563666850548 0.079946741631611265 -0.012805263099410606 0.00019522827147068619 -0.10717440682028111 0.038953924861172384 -0.10451764306390961 0.09662693872257383 0.03739716641306063 -0.12460095782232715 0.10323203061019931 -0.094791748905006509 0.01631722580397179 -0.00013242842195014274 0.048399228601904098 -0.072009758589886466 -0.01431418856313698 0.033374609792054845 -0.068103466993418446 0.034196591904059173 0.013309815070045299 -0.13764362193984711 0.018582243636463137
leaf_weight=0.34189213323406775 6.7532911163289091 0.40944465706706923 0.53159558707557153 0.62293903079989821 0.074793766194488853 0.70972179173258965 0.66400915182021003 0.64284077996853728 0.94276094436645508 0.48362155075301405 173.4360690662138 0.43058228223890171 1.0697166956961153 0.45057397009804845 1.4550542440265406 0.68974505009828169 0.49618831090629134 0.38889391720294986 0.73974641277891384 1.303498871202464 1.2850583663821447 1.8832483525911801 0.89021411747671653 2.3394276662729672 1.9317327391399883 2.0277565249889449 2.2160738723759996 0.78828714648261566 0.59693231289566007 0.54795988586010935
leaf_count=15 61 44 160 37 216 76 41 33 7 38 2507 211 9 93 8 12 8 7 45 126 34 31 14 40 42 36 33 7 20 23
internal_value=7.00697e-05 -0.000257936 -0.0720541 0.00886085 0.063054 5.74918e-05 0.024981 0.0131455 0.037783 -0.00028036 1.42894e-05 -0.0237271 -0.00579674 -0.0570393 0.000330401 0.0188957 -0.0123649 -0.024086 -0.00357959 -0.0239092 -0.000170732 0.000173262 -0.0295477 -0.000320643 -0.0170051 -0.0392894 0.000271149 -0.000157553 -0.0318075 -0.0628719
internal_weight=207.144 199.693 0.873488 7.45102 0.697733 198.819 2.65906 2.24961 1.60677 196.16 193.726 2.43449 2.00391 0.934196 193.016 5.07313 3.61807 2.92833 2.43214 2.04325 187.943 185.767 2.17527 183.884 6.29892 4.36718 177.585 175.369 1.93318 1.14489
internal_count=4034 3720 175 314 253 3545 125 81 48 3420 3069 351 140 131 2993 206 198 186 178 171 2787 2739 48 2708 118 76 2590 2557 50 43
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 0 0 1 1 0 2 1 2 1 2 1 0 0 1 0 2 2 0 2 0 2 2 0 1
split_gain=0.0657198 0.13798 0.388149 0.420221 0.311032 0.141815 0.190321 0.388094 0.190321 0.468483 0.142035 0.116048 0.333108 0.387799 0.189836 0.156422 1.05264 0.176746 0.541431 0.46848 0.495837 0.149945 0.373576 0.236194 0.352917 0.234421 0.217911 0.149326 0.641233 0.304422
threshold=49.283271594150008 48.778770352700008 0.39606598605000004 0.37331217625000007 0.39672464895000009 0.32388251845000005 0.43780126340000008 0.43260680815000008 0.31761025120000003 0.31135295350000008 0.39718870690000002 44.421469061800003 0.39193437325000008 47.709122305950011 0.35862698720000002 43.752965619700007 0.34527409360000011 0.4778150355000001 0.48637765340000011 0.36160593995000007 0.53866650695000018 43.525909308350002 43.384297312450009 0.46898296455000005 38.334060527150008 0.45589952400000006 43.680097826700013 43.084235337800003 0.48797940185000005 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 8 9 10 -4 15 13 14 -13 21 -17 -18 -19 -20 -21 22 23 24 25 -7 -23 -25 29 -29
right_child=-2 4 5 -5 -6 11 -8 -9 -10 -11 -12 12 -14 -15 -16 16 17 18 19 20 -22 26 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.016854960830683493 -0.020985170971357936 -0.0056984944078119996 0.10651434822018402 -0.12762557128757532 0.040276357946269721 -0.072682821525266617 0.082522520702521307 -0.039695696667601074 0.10414360145814938 -0.1073200236355602 0.010392543158345367 -0.011540251840414973 -0.10651128536050987 0.035563960354923305 -0.1041115887942322 0.091407125220969443 0.034148014441716626 -0.12223084902469811 0.10291778005793251 -0.089267583638103082 0.014828283976902754 -0.00011918409987887683 0.044747778516929002 0.000399987481148667 -0.10754928230414972 0.0038537632122027398 -0.06436615390019311 -0.015645721710799181 0.0081209731637234273 -0.090837444079727936
leaf_weight=0.34120449097826977 1.473016690811163 3.2309233564883462 0.34726816415786721 0.49098024384511518 2.7022356553934515 0.51538747219888104 0.44920314475893963 0.88450769311748434 0.39674708968959749 0.21470849885372445 0.27583047600637656 0.48300621256930698 0.39190903740018246 1.0553098842501638 0.4092054535576608 1.3865338508039702 0.68035436185891773 0.45722852274775538 0.35290548950433764 0.70864053922559866 1.2916025244521732 1.2850908348773367 1.8358187881822221 175.38093844735886 0.47945067982800527 1.7902831316514494 0.89601747412234534 0.93829080672003273 4.0964467005178449 1.2634915365779305
leaf_count=15 255 26 2 160 33 90 6 16 4 49 48 38 211 9 93 10 12 8 7 45 126 34 31 2419 132 31 14 14 59 37
internal_value=6.18111e-05 0.00021302 -0.000234804 -0.068387 0.0152406 5.12523e-05 0.0233971 0.0108636 0.0470873 0.020068 0.0639636 -0.00025513 -0.0223938 -0.00546646 -0.0539973 1.27245e-05 0.017694 -0.0115852 -0.0226566 -0.00330881 -0.0220505 -0.000444808 -0.000139622 -0.000586348 -0.0294871 -0.0132545 -0.0265124 -0.000143304 -0.0152718 -0.0587944
internal_weight=206.505 205.032 199.098 0.832185 5.93316 198.266 2.56827 2.11906 1.23455 0.837807 0.623099 195.698 2.33943 1.94752 0.892212 193.358 4.87727 3.49073 2.81038 2.35315 2.00024 188.481 186.3 184.464 2.78512 2.30567 2.18111 181.679 6.29823 2.20178
internal_count=4034 3779 3720 175 59 3545 125 119 103 99 50 3420 351 140 131 3069 208 198 186 178 171 2861 2813 2782 253 121 48 2529 110 51
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 1 0 0 0 2 1 2 2 2 1 1 1 0 1 2 2 0 0 1 2 1 1 2 1
split_gain=0.0626443 0.188438 0.819465 0.53354 0.553222 0.398194 0.270094 0.448517 0.279273 0.260653 0.191054 0.157556 0.120082 0.104795 0.264537 0.397435 0.151836 0.0771796 0.938203 0.712363 0.128161 0.106196 0.366405 0.98325 0.290299 0.233194 0.0787681 1.50439 1.40872 1.38088
threshold=34.883496062400006 0.36575252235000005 0.51191581090000016 0.49485045360000007 0.34398670700000006 0.51505942935000004 0.38906020780000011 0.54386096225000014 0.5681267027500001 0.56859076075000015 33.151194885250007 0.31100865245000009 35.171584490050009 36.010074051050005 36.364346611650006 0.39019789825000006 0.36533337325000009 0.46280051495000007 0.56065686655000013 0.4662734648500001 42.522337019050006 37.038444968100009 0.50008981770000005 0.50410167360000013 0.39542229275000007 37.137227079750012 0.39971857130000005 0.39587138110000003 43.631818398850008 0.39408999735000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 -4 -7 -8 -9 -10 11 -1 -2 16 15 -15 -14 21 -19 -20 -21 22 -16 -24 -25 -23 27 29 -29 -27
right_child=12 2 5 -5 -6 6 7 8 9 -11 -12 -13 13 14 17 -17 -18 18 19 20 -22 25 23 24 -26 26 -28 28 -30 -31
leaf_value=0.10187943245764751 -0.022587050852018578 -0.13209844983913643 0.10605334744302977 0.10324164189239704 -0.11214541433153102 -0.037478604198588207 0.072974612118900245 -0.10875303317207419 0.1063972830564841 -0.10221931778705312 0.085584298546878754 -0.10235811563806677 0.05292290255167581 -0.002168250322690848 -0.059032982473270712 -0.11092348486930131 0.0052411931115864934 -0.13176871279137764 0.080359529559178799 -0.10502645877952482 0.037677776108037263 0.044277081561501758 0.055310001303558121 -0.076637344372218613 -0.0060222240156202027 -0.0011070016640646195 0.0037075353724415269 -0.11266050541906009 0.030984136440187084 0.066857237188284277
leaf_weight=0.054756302386521183 2.3719744939298826 0.42590388399548862 0.42340906709432635 0.72192816436290741 0.34329183759632542 1.0486489287577572 0.89434817992150761 0.29214111936744303 0.17088921368122101 0.092207475290933871 0.40654605999588966 0.12176771380472928 0.88480392829660504 0.89297505954163969 1.3534748706842936 0.53874672278266189 2.7235184226487945 0.34632990598038249 1.4205186542967565 0.29505103469409721 0.079996550903160824 1.1951072346419085 1.8479587733745573 1.1993454082403334 1.1313192322268149 135.31881145621446 43.045037066543955 2.2345726866078617 0.98308343411190424 3.0570079221215556
leaf_count=1 32 8 4 11 35 12 8 25 1 158 14 62 28 31 26 42 49 8 19 323 274 11 7 14 39 1759 817 93 96 27
internal_value=5.48421e-05 0.0111161 -0.00251197 0.0387936 -0.0114318 0.0163786 0.00118017 0.0291464 -0.0414498 0.0332834 0.0478649 -0.0390053 -0.000220194 4.70147e-05 -0.00026555 -0.0430921 0.0169333 5.1314e-05 0.0189284 0.047995 -0.0745881 -0.000159971 -0.0138133 0.000833504 -0.0423603 0.000246477 -3.85193e-05 -0.00117734 -0.0687731 0.000394469
internal_weight=205.915 4.99584 3.34755 1.64829 0.926362 2.92164 2.49823 1.44959 0.555238 0.263097 0.58307 0.176524 200.92 198.548 194.939 1.43172 3.60832 193.508 2.1419 1.79557 0.375048 191.366 5.5321 4.17862 2.33066 185.834 184.639 141.593 3.21766 138.376
internal_count=4034 339 216 123 112 208 204 192 184 159 77 63 3695 3663 3586 73 77 3513 624 616 597 2889 86 60 53 2803 2792 1975 189 1786
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 2 2 2 1 0 1 1 0 2 1 0 2 0 1 1 0 2 2 0 0 1 0 0 1
split_gain=0.0589415 0.297032 0.464477 0.258689 0.358551 0.633375 0.28483 0.670174 0.427449 0.679388 0.350309 0.301638 0.863736 0.249636 0.244024 0.256664 1.19372 1.17179 0.475159 0.917646 0.4872 0.960805 0.414391 0.61778 0.473254 0.404638 0.721856 0.517322 0.939745 0.503675
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.844669808050007 40.890797847750008 40.94178426300001 41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.48200652675000005 0.34527409360000011 0.35374689380000007 0.54646567465000018 40.206947806850003 0.39072183470000005 0.52770875125000016 39.110279783550006 0.52404119640000013 0.39019789825000006 0.38906020780000011 0.51505942935000004 40.003678352300007 39.952536079750011 0.5398790455000001 0.52812790035000023 0.39408999735000005 0.52925062125000011 0.53544804050000006 0.40667944075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -2 -5 -6 7 11 9 10 -8 -7 -13 -14 15 18 17 -17 19 20 21 -1 23 25 -24 -18 -27 -28 -29 -30
right_child=3 2 -4 4 5 6 8 -9 -10 -11 -12 12 13 -15 -16 16 22 -19 -20 -21 -22 -23 24 -25 -26 26 27 28 29 -31
leaf_value=-9.4785304657865743e-05 -0.016959481738759594 0.033905430731691659 -0.015559909292935973 0.045528145970729711 -0.077130008066655334 -0.031989462922268057 -0.026468868346588667 0.063240715234145026 0.00058158826524100566 -0.072291800251227264 0.017585880582566781 0.069108489221344493 -0.040506536967241769 0.011148530713549817 -0.024585212831985278 -0.15871126088222479 0.069165562606515768 0.012942600580660393 -0.043932950835008096 0.051663381756559761 -0.041805823559956538 0.047740604592865901 0.012244887387542376 0.070825283954079013 -0.08874985862111881 -0.1201860599020733 0.063117084960633563 -0.10883986603614593 0.029471758704187362 -0.010934010212334103
leaf_weight=35.355782092986146 9.7896768186255922 6.3687118608504516 2.7043647878417687 1.703281823080032 1.073850163429596 1.9575212052295663 4.2048452206727216 2.3202499415783677 87.986054703885202 2.0787289479703759 3.1624578610062599 1.8695517107844351 1.8315116125741044 1.9125728411090674 3.82791745580107 0.98242556000696157 0.77947340160609258 0.6681616479618242 1.8701984710060049 4.2692239060997954 2.2931694630533448 4.7647855728864661 0.80796900205314059 1.263518452644347 1.0897894221379827 0.5230643898248698 1.1752652935683752 0.83620746736414986 4.2243718141689888 11.438904839615359
leaf_count=491 156 55 36 22 16 22 26 31 2102 42 32 11 18 27 45 49 5 28 16 20 25 32 5 5 53 7 11 39 22 585
internal_value=4.77046e-05 0.00205797 0.0191616 -0.00138162 3.49857e-06 -0.000711845 5.27751e-05 0.0162212 -0.00158866 -0.0218036 -0.00755811 0.00181162 0.0135983 -0.0141198 2.06671e-05 0.00132266 -0.00718687 -0.0892254 0.005492 0.00747205 0.0030239 0.00558623 -0.00107032 0.00311894 -0.0457514 -0.00138898 -0.00441107 -0.000984841 -0.00555085 -3.66102e-05
internal_weight=205.134 85.2433 9.07308 119.89 110.101 108.397 107.323 9.89141 97.4321 9.44603 7.3673 7.57116 5.61364 3.74408 76.1702 72.3423 23.7892 1.65059 48.5532 46.683 42.4137 40.1206 22.1386 20.2408 1.89776 18.9773 18.1978 17.6747 16.4995 15.6633
internal_count=4034 1529 91 2505 2349 2327 2311 109 2202 100 58 78 56 45 1438 1393 809 77 584 568 548 523 732 674 58 669 664 657 646 607
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 0 0 0 0 0 1 2 2 2 1 0 1 0 2 0 2 1 2 1 0 0 0 2 0
split_gain=0.0596262 0.173351 0.265394 0.338871 0.301779 0.479817 0.29211 0.270336 0.219809 0.210716 0.192004 0.117925 0.104743 0.392819 0.0936734 0.0748527 0.815757 0.639917 0.285265 0.158209 0.246969 0.108173 0.562381 1.42418 0.726128 0.414849 0.750617 0.580597 0.173425 0.100929
threshold=34.883496062400006 33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.52453519355000011 0.49830843385000007 0.5681267027500001 0.56859076075000015 0.54562737640000014 0.33992994225000006 35.171584490050009 35.419594101850009 35.782584506850007 0.46280051495000007 0.56065686655000013 0.46476153410000004 0.56188437470000008 38.903925214650009 0.5681267027500001 37.038444968100009 0.36491422415000008 36.491284729650012 0.36533337325000009 0.52889135055000014 0.53043322055000008 0.52005927965000021 37.137227079750012 0.49880243110000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -6 -7 11 -8 -10 -3 -1 -2 -14 -15 21 -17 -18 -19 -20 -21 22 23 29 -24 27 -27 -26 -23 -16
right_child=12 10 4 -5 5 6 8 -9 9 -11 -12 -13 13 14 15 16 17 18 19 20 -22 28 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0075065374870984056 -0.02104256583111375 0.044032420706221737 0.1020459143422732 -0.13207431882352763 -0.12511335227009193 0.10577000604933523 -0.10813281958747174 0.10358197697761123 0.10581482400106659 -0.10228944959900602 -0.019895562304152827 -0.11004062900842891 0.072773989030861672 -0.029300557458732654 0.062496625691796939 -0.12751582394317926 0.10890751244482122 0.10208303523471843 -0.12354062330960763 0.071931258764866932 -0.069567030631263668 0.039066842301439364 0.061388077194520933 -0.1813794973979975 -0.041426531848075772 0.045490327499035199 -0.12051642316454717 0.031420588916305642 -6.2414878930536446e-06 -0.011174129903507883
leaf_weight=0.16648882407753207 2.385764228723473 1.9534896817058327 0.32396542653441407 0.33294738293625414 0.26188249886035919 0.31177638471126556 0.17332566378172487 0.16358185559511185 0.15704479813575745 0.070497539473763027 0.61858669298089797 0.17511170237889928 0.73968854495069436 1.1027367756310003 0.34887124421220306 0.3197004227622523 0.83731460850685813 0.17087637004442513 0.17769634948103885 0.202677296474576 0.31515633437902579 1.1430099518038321 1.5167099982500074 0.62460015182296047 2.026450241508428 0.40071828756481387 0.85041875130264089 2.3779254294931889 183.7237324378475 0.39824417233467102
leaf_count=61 32 38 6 8 3 2 22 2 1 123 42 31 16 31 43 8 8 2 99 4 519 11 6 19 15 5 56 27 2792 2
internal_value=4.72941e-05 0.0111699 -0.00988198 -0.0537498 0.0184331 -0.00936258 0.0331735 -0.00212896 -0.0232887 0.0413396 0.0286577 -0.0527506 -0.000215014 3.68642e-05 -0.00023689 -7.28985e-05 0.0190609 0.0465658 -0.0136827 -0.0421238 -0.0141854 -0.000273072 -0.0112737 -0.069939 -5.37766e-05 -0.0165314 -0.0673472 -0.00209632 0.000235343 0.023227
internal_weight=204.371 4.7087 2.13662 0.83813 1.29849 0.974527 0.712644 0.505182 0.400868 0.227542 2.57208 0.341601 199.662 197.277 196.537 195.434 2.02342 1.70372 0.866406 0.69553 0.517834 193.411 8.54394 1.37172 7.17222 5.65551 1.25114 4.40438 184.867 0.747115
internal_count=4034 339 259 102 157 151 148 94 146 124 80 92 3695 3663 3647 3616 640 632 624 622 523 2976 173 64 109 103 61 42 2803 45
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 1 2 1 1 1 2 0 0 0 1 0 2 0 2 2 0 2 2 2 2 2 1 1 0 2
split_gain=0.0594755 0.545525 1.43429 1.26481 0.897529 0.98938 0.73937 0.521701 0.666135 0.435776 0.996973 1.01243 0.516893 0.406454 0.256551 1.55708 0.29836 1.14869 0.312199 0.504716 0.467984 0.339805 0.59285 0.514067 0.341314 1.07179 0.992647 2.42154 3.64686 0.984105
threshold=0.48447651265000008 0.34467530910000005 0.34494476210000008 0.34521421515000011 0.48797940185000005 0.34530403280000005 41.50623664750001 0.34587287805000005 0.34739977845000009 0.35862698720000002 42.779078631750004 0.49649711085000009 0.49787431515000008 0.48386275860000011 0.35471991855000007 0.48028502140000007 39.051326806600009 0.4778150355000001 40.159267750750011 39.664548207900005 0.48351845755000006 40.563919884450009 40.94178426300001 40.720231579350006 43.047778594550003 42.824128352900011 0.34479506600000004 0.34518427590000006 0.4778150355000001 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 -4 6 -6 -5 -7 -9 10 11 -10 -11 14 16 -16 17 -1 19 -18 21 -20 23 -23 25 26 29 28 -28 -24
right_child=1 2 3 4 5 7 -8 8 9 12 -12 -13 -14 -15 15 -17 18 -19 20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0034103645765642919 0.099629299419128972 -0.10198150295724887 0.12625176514480232 0.074534770229536473 -0.12077483486908858 0.066446659289318061 0.005015164115254522 -0.044416549852778514 0.01359196924160708 -0.065775726366266968 -0.032872734223895625 0.10525501113375957 -0.0002520454002634546 -0.045448190534926373 0.023690967306427595 -0.16957148892963511 0.0047041890644804515 0.093793859232454369 0.021852008861306331 -0.042019071167696105 -0.05477341515844826 -0.10662672433408348 0.064846802955073557 -0.018970295079775809 -0.012690810572783812 0.062393856179441515 0.0051348428304677264 0.010165920060884525 -0.13374445268848636 -0.034921382615164594
leaf_weight=4.9576940669754768 0.56391933187842269 1.3360132575035084 0.81646810472011466 2.9582559429109088 0.68255478143691917 1.1688688471913327 3.1683208719705362 3.3791535980999461 3.1832326129078856 1.2194340127880412 2.1482128351926804 1.9389151018112896 94.741156314383034 2.0957121327519408 1.3312969956068617 0.60694328781755746 4.555970616405828 1.6106912307441232 7.5250597459962583 4.6939319614320993 1.4921815805137146 0.86457393925229498 4.1664221023675045 2.9582321063644486 12.27621918589284 3.1468772868538499 4.4575030859996323 25.215253410038713 3.2836720340419561 1.2962902052313436
leaf_count=213 4 14 4 28 8 12 37 22 33 29 25 30 2427 15 136 12 32 15 45 31 16 69 57 20 299 45 30 236 28 62
internal_value=4.3319e-05 0.00151043 0.00103646 0.00222908 0.00134539 -0.000758032 0.0385831 2.02411e-06 -0.000726472 0.000703675 0.0243082 0.0482897 -0.0010847 -0.00194547 -0.000865759 -0.0368275 -2.08858e-05 0.0204259 -0.0017896 -0.0190059 0.00059857 0.00186602 -0.000742075 -0.0387949 0.00195968 0.00628659 0.0016909 -0.00485332 -0.0537753 0.041172
internal_weight=203.839 117.305 116.741 115.405 114.588 108.462 6.12658 107.779 106.61 103.231 7.27036 5.12215 95.9606 86.5345 84.4388 1.93824 82.5006 6.56839 75.9322 9.2499 66.6823 65.1901 57.665 3.82281 53.8422 41.566 38.4191 32.9564 7.74118 5.46271
internal_count=4034 2673 2669 2655 2651 2586 65 2578 2566 2544 88 63 2456 1361 1346 148 1198 228 970 63 907 891 846 89 757 458 413 294 58 119
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 2 2 0 0 1 0 1 2 0 2 1 0 2 1 0 1 1 0 2 0 0 0 1 1
split_gain=0.0600263 0.594619 0.428228 0.957162 1.09271 1.03396 1.85276 0.93184 0.871157 0.745982 0.740769 0.761307 0.514112 0.501845 0.403397 1.4687 0.308803 0.308548 0.281281 0.727074 0.492966 0.598112 0.399095 0.635767 0.270233 0.469713 0.527404 0.512926 0.270892 0.599944
threshold=42.456897412850005 42.360359531950003 0.38370108680000009 0.47997065955000012 42.779078631750004 0.47709649410000005 42.753078181500008 42.719328117250008 0.53158588065000012 0.46898296455000005 0.34530403280000005 0.50339810185000011 0.38780276035000005 42.824128352900011 0.4815274992000001 43.157831852650006 0.34623214870000002 0.49649711085000009 42.006870117350005 0.39542229275000007 0.54228915300000013 0.43639411995000005 0.34608245260000009 0.4815274992000001 48.86568841230001 0.53475943835000017 0.53544804050000006 0.53866650695000018 0.39193437325000008 0.4025178887000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 5 -5 7 -7 -2 12 -9 -6 14 -4 -8 -12 -16 -15 -3 -1 22 -21 -22 23 -20 25 -10 -27 -28 -29 -30
right_child=2 17 8 4 10 6 13 9 24 -11 11 -13 -14 16 15 -17 -18 -19 19 20 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.00096192583933485442 0.079169770159432717 -0.059065016790490879 0.010241702650639074 0.059274282919102576 0.044636116410145837 -0.13229347551363682 0.058264885065865239 0.0038756278812117797 -0.11320568608869437 -0.10619292883892735 0.013626005838045943 0.037894446490013951 -0.13602146831824777 -0.057008294897743263 -0.096208619607769413 0.0081295301304493521 0.013506506634481781 -0.0056556543462447728 -0.023177846106412815 0.09211161420048275 -0.026822556968226753 0.076419491040239734 -0.038638014846715446 0.060178889230185717 0.058269702486238709 0.089934849219838825 -0.11741859807487083 0.062495790979492517 -0.11481543778230048 -0.0017627119915936155
leaf_weight=141.70414926748538 1.5647878116142226 2.6056587333441703 0.3345132975373406 5.826219871640208 4.0278436597436658 1.7007235325872887 0.92287627235055003 7.7616325906346884 0.41027578114880903 0.66880421026144166 2.2482913583517057 2.9125128384912387 0.85344360452018009 1.4970173789188268 2.3630747199058533 3.1441499413922429 1.0613439865410326 1.8493501681150517 2.0096014443515728 1.6272570416331293 1.2384426714852454 1.026032313260657 2.253176636993885 1.6798343136906622 0.64649715907762662 0.56273281201720138 0.42267676792107334 0.56299906759522844 0.50370716839097429 6.8931659444242541
leaf_count=2283 26 31 9 74 19 32 5 270 17 83 18 57 240 38 30 24 18 32 42 12 15 39 29 6 202 3 13 10 15 342
internal_value=5.75099e-05 -0.000885533 0.00319487 0.00854527 0.0226267 -0.0104952 -0.046745 0.00829824 -0.0138744 -0.00485634 0.00809771 -0.00569781 -0.0948357 -0.00495114 -0.0220685 -0.0366405 -0.027755 -0.0368939 0.000173059 0.0165272 0.0501268 0.0199564 -0.00547671 0.0147752 -0.00425854 -0.00857943 -0.00378074 -0.010072 -0.0043718 -0.0094613
internal_weight=202.883 155.994 46.8893 35.6993 20.5221 15.1772 5.18196 9.99522 11.19 8.43044 14.6959 10.668 1.18796 3.48124 7.75552 5.50722 2.55836 4.45501 151.538 9.83434 3.89173 2.26447 5.94261 3.68944 10.0021 9.35556 8.94528 8.38255 7.95987 7.39687
internal_count=4034 2489 1545 694 222 472 93 379 851 353 148 129 249 61 72 54 56 63 2426 143 66 54 77 48 602 400 383 380 367 357
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 2 0 1 2 0 0 2 2 1 2 2 2 1 2 2 1 0 2 1 2 2 0 1 0
split_gain=0.0586508 0.127095 0.326369 0.387408 0.258838 0.115632 0.170801 0.837157 0.442172 0.432648 0.108966 0.589846 0.47785 0.974918 0.757329 0.706701 0.497896 1.30921 0.408415 0.649664 2.51146 0.222435 0.845248 0.982828 0.730346 0.564393 0.409758 0.278904 1.02297 0.818656
threshold=49.283271594150008 48.778770352700008 0.39606598605000004 0.37331217625000007 0.39672464895000009 0.32388251845000005 42.066503896600004 0.39718870690000002 0.32058920395000007 35.782584506850007 0.47721625100000004 0.47754558250000007 42.488347682450005 41.770271989050009 0.34398670700000006 42.719328117250008 41.741384785950011 41.646178195200001 0.34536391125000004 39.664548207900005 41.535369675400013 0.34512439750000007 0.4815274992000001 40.636252116050009 0.34527409360000011 41.50623664750001 41.50623664750001 0.48447651265000008 0.34566330350000002 0.48200652675000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 8 -8 9 -4 12 -12 13 16 -14 -16 17 18 19 -7 -21 22 23 -13 25 -23 -24 29 -29 -26
right_child=-2 4 5 -5 -6 10 7 -9 -10 -11 11 21 14 -15 15 -17 -18 -19 -20 20 -22 24 26 -25 27 -27 -28 28 -30 -31
leaf_value=0.016379215538835826 -0.019793856296589252 -0.0041687974760942544 0.055985146303524469 -0.12484007239388613 0.038080898662245052 0.0022378043963447061 0.10591115579160007 -0.10689569038110687 0.080458608974638371 -0.10928569357653711 0.03798883012734762 0.0021721548891673039 0.11261485259947675 -0.11491880537262103 0.052272468095526742 -0.071149568604362945 0.058444706942925841 -0.14492296625668946 0.041050238896628281 -0.13799096444882042 0.12589595624673458 0.062127487080809299 0.037638254936827577 -0.057834856060083852 0.0011519055567307281 0.0083382343686365379 -0.0093707624208477624 0.073065879475872647 0.0003113856559792977 -0.03253064491974441
leaf_weight=0.34018588927574356 1.4786392100013461 3.2474420629441729 0.31983978673815672 0.45285657587010064 2.61985192958673 5.3865934741885368 0.31871208548545826 0.44014826299098786 1.0221580639481542 0.31379862176254392 4.082581552444025 5.3270826488733309 0.7763499441207381 0.94380191901291333 1.001181438565254 0.86453687791799883 0.99618544429540712 0.72600044510909434 1.5686200789950815 1.3355764147308944 0.49406996369361866 3.2633042521774751 3.8750258088111869 5.5973625995684415 24.828456939580064 4.8496941172052175 3.5556544922292233 1.9672665335237969 109.67671254859897 10.172298177509218
leaf_count=15 255 26 7 160 33 121 2 50 10 56 30 28 24 54 10 162 4 12 55 90 1 19 19 42 203 31 26 18 2360 111
internal_value=4.92263e-05 0.000195664 -0.000241776 -0.0642622 0.0146964 2.03311e-05 0.0217667 -0.0175194 0.0397718 -0.0258624 -0.000254177 0.000418918 -0.00871724 -0.0175623 0.0296175 -0.00491886 -0.00881714 -0.0158623 -0.00519641 -0.0152492 -0.0667321 -0.000467107 -0.0108755 -0.0285737 0.000767388 0.029974 0.015144 -0.000848442 0.00159338 -0.00863728
internal_weight=201.842 200.363 194.496 0.793042 5.86729 193.703 2.41466 0.75886 1.6558 0.633638 191.288 177.195 14.0929 11.4508 2.64207 1.86572 10.507 9.51086 8.78486 7.21624 1.82965 173.113 18.3551 10.9244 154.758 8.113 7.43068 146.645 111.644 35.0008
internal_count=4034 3779 3720 175 59 3545 125 52 73 63 3420 2887 533 337 196 172 283 279 267 212 91 2857 115 70 2742 50 45 2692 2378 314
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 2 0 0 1 0 0 0 0 2 2 2 0 2 0 2 2 0 2 0 2 0 1 2
split_gain=0.0500369 0.292096 0.474472 0.328759 0.429347 1.05555 0.97663 0.428753 0.651548 0.366312 0.286231 0.345033 0.436777 0.301817 0.2816 0.181971 0.151801 0.132093 0.539313 0.764922 0.498286 0.218098 0.19076 0.188124 0.162155 0.49382 0.177244 0.648816 1.96999 0.439281
threshold=43.384297312450009 43.525909308350002 43.631818398850008 43.680097826700013 0.50889194935000015 0.48386275860000011 0.53158588065000012 44.262924377150007 0.47997065955000012 0.49094338495000006 0.38780276035000005 0.53347205170000012 0.53866650695000018 0.54386096225000014 0.50339810185000011 49.835088602800006 50.205949521800008 43.084235337800003 0.50922128080000018 43.157831852650006 0.48797940185000005 43.018222997350009 42.899217095850013 0.48597347385000006 42.753078181500008 0.4815274992000001 42.558389508100007 0.48119816770000007 0.35374689380000007 42.47354681640001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 -3 -4 5 7 -6 8 -5 -7 -8 -12 -13 -14 -11 -15 -17 21 19 -19 -21 22 24 -23 26 -26 29 -28 -29 -1
right_child=1 2 3 4 6 9 10 -9 -10 14 11 12 13 15 -16 16 -18 18 -20 20 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00069275689662032355 0.043630379882665334 -0.078557314227163458 0.079890047766255301 -0.12296727903002498 -0.13956594169353642 0.11323987304658534 -0.11636155102537493 0.0042488691908514863 0.018150617871466473 -0.0029479908999709564 0.091699230102947157 -0.11466151071195196 0.024564055639816146 -0.10450613840364242 0.083035172850721872 0.08707314952938594 -0.10177549354481544 -0.11386651520676189 0.030065082065632492 -0.045459688206076855 0.032238788920405041 0.063853510634243646 -0.03235278600892285 0.00423272333001979 0.048180214380228785 -0.021701915427548388 -0.059723589448893201 0.087008001016222358 -0.046138697129268942 0.031281620105691986
leaf_weight=156.10951779437676 1.7683950500795642 0.71914862799895019 0.55764858366456138 0.70265296167053992 0.64313102662163091 1.0522592174620506 0.21558127648313563 8.2061127730121353 0.61226577684283257 0.82765580315935927 0.3827578057534996 0.34606714051915366 1.8520067987265068 0.34147468978699169 0.70563456983109063 0.11769586287846323 0.066678805803348951 0.94342018461611488 1.8663509634861837 1.9155946472274084 1.4502569548785684 0.98617231013486106 1.8426895596503516 1.1422050411929374 2.4601170576934228 1.7169098802150982 2.2899135047337031 1.8088631611317394 2.8812471345299855 4.4183363019110393
leaf_count=2503 42 28 15 56 194 15 10 192 5 27 7 19 18 242 16 10 153 41 42 37 10 32 56 10 33 25 37 53 50 56
internal_value=4.73356e-05 0.00491394 0.00096749 0.00440654 0.0017875 0.0111416 -0.0267711 -0.00424572 -0.0572585 0.0678039 -0.00493606 0.00279607 -0.00969635 0.00558002 0.0366223 -0.0612805 0.0187763 -0.000464322 -0.014839 -0.0342869 -0.0119815 4.10535e-05 -0.000349189 0.0318577 -5.69513e-06 0.0194561 -0.000491001 -0.0160907 0.00521279 0.000187299
internal_weight=200.949 19.1172 17.3488 16.6296 16.072 12.1066 3.96539 9.52103 1.31492 2.58555 3.32226 3.10668 2.72392 2.37786 1.53329 0.525849 0.184375 181.832 6.17562 4.30927 3.36585 175.656 173.528 2.12838 171.685 4.17703 167.508 6.98002 4.69011 160.528
internal_count=4034 1049 1007 979 964 311 653 253 61 58 459 449 442 423 43 405 163 2985 130 88 47 2855 2813 42 2757 58 2699 140 103 2559
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 0 0 1 2 0 2 0 2 0 1 1 0 1 0 0 1 1 0 1 2 1 1 0 2 1
split_gain=0.0738614 0.118068 0.282924 0.163403 0.0993829 0.145049 0.0992233 0.0917627 0.0814764 0.0708851 0.473856 0.287253 0.293525 0.213811 0.244949 0.197892 0.215744 0.150396 0.472895 0.192313 0.144198 0.804869 0.211584 0.550613 1.06946 0.400572 0.353572 0.166802 1.36062 1.2784
threshold=0.57537199485000012 40.890797847750008 40.80591513400001 0.4591329601000001 42.402981339000007 0.58415915690000009 0.57152480465000022 0.43967246490000006 42.536568606950006 0.56395018115000017 38.903925214650009 0.56643513670000012 42.558389508100007 0.56294721715000018 0.45036076765000005 0.44521122120000006 0.55677973715000018 0.43401395170000007 0.54797760550000019 0.54499865270000014 0.42651417625000004 0.42953803780000005 0.54797760550000019 0.42209814075000007 38.064633603500006 0.42114008565000011 0.42039160505000012 0.5398790455000001 40.340071172300007 0.41804137600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -5 -6 9 -8 -7 13 -11 -12 -13 14 15 16 17 20 19 -19 22 -22 25 24 -24 26 27 -1 -29 -30
right_child=1 3 -4 4 5 8 7 -9 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00076265168962621089 -0.10033366940462576 -0.10644288155281106 0.091489365299010528 -0.10192124452526573 -0.10385949639311794 0.088607049282111508 0.053266577108104722 0.0063256544101510217 -0.10020523769140849 -0.080291789399836833 -0.050659710458251864 0.029967663501125466 -0.021453193400698897 0.026066344820651122 -0.040981850346169808 0.039110303071973378 -0.032265277640488414 0.10658533356165681 -0.029337559267575225 0.027962216777115974 0.013789283867566948 -0.11190403517020264 0.052829709460611822 0.079853714958632277 -0.10817379818433913 -0.038547359184132012 0.04879141909045271 -0.055507985578215138 -0.0402869519610531 0.065411073600352851
leaf_weight=162.55996634864073 0.12116746542574119 0.29847750534827355 0.21041089645586908 0.083207742809463525 0.067937633162728162 0.17994276725221425 0.65939242130843823 1.130324331927113 0.026179530475928914 0.84202745894435693 0.92885907107847732 2.8887575056869537 1.8029675424695595 3.1710847269860087 1.4555408756195891 1.2980238193413232 2.058506494446191 0.60875132979708657 0.88090466486755747 0.63628131151199341 1.6807723738675115 0.73102616439336987 1.0809656021301628 1.1770616562862413 0.66721638493618218 2.6737320804386391 1.500310081988572 4.1059479236137104 1.9099461271543985 2.8544246107339859
leaf_count=2374 433 58 11 138 37 8 27 33 248 38 30 30 78 29 35 17 62 43 13 3 46 46 17 11 45 27 9 38 37 13
internal_value=4.52171e-05 -0.0272386 0.0213922 -0.0518289 -0.00620189 0.0228596 0.000180378 0.0236203 0.0646261 -3.20168e-05 -0.0103323 0.000148413 0.0102073 0.000316409 -0.000118207 0.000200844 -7.19724e-05 0.000290026 0.0267328 0.0664045 -2.06579e-05 -0.0243089 0.000307458 0.0269805 -0.00861937 -0.000136866 0.00045701 3.4001e-05 -0.0133195 0.0230387
internal_weight=200.29 0.987324 0.331578 0.655745 0.357268 0.27406 199.303 1.78972 0.206122 197.513 6.46261 5.62058 4.69173 191.05 187.879 186.424 185.126 183.067 2.12594 1.24503 180.941 2.4118 178.53 2.92524 1.74818 175.604 172.931 171.43 8.87032 4.76437
internal_count=4034 933 444 489 431 293 3101 60 256 3041 176 138 108 2865 2836 2801 2784 2722 59 46 2663 92 2571 73 62 2498 2471 2462 88 50
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 0 0 0 0 0 1 0 2 2 1 0 1 2 0 1 0 2 1 2 2 2 2 2 0
split_gain=0.0642838 0.145629 0.24839 0.294813 0.260506 0.443532 0.244383 0.238924 0.208722 0.189783 0.134164 0.106099 0.0891876 0.0861064 0.330341 0.080617 0.706298 0.588216 0.126704 1.36347 0.888314 1.27348 1.79733 0.786046 0.455155 0.15587 0.191808 0.213638 0.192257 0.424006
threshold=34.883496062400006 33.96174662340001 0.38052752915000004 0.36575252235000005 0.38552737940000009 0.38906020780000011 0.49830843385000007 0.52453519355000011 0.5681267027500001 0.56859076075000015 0.54562737640000014 0.33992994225000006 0.42314601355000009 35.171584490050009 35.419594101850009 0.46280051495000007 0.56065686655000013 0.4662734648500001 37.038444968100009 0.5296248615500001 0.36575252235000005 0.50278434775000014 36.491284729650012 0.36491422415000008 36.491284729650012 37.311503175250003 37.52517992975001 37.784765830350004 38.064633603500006 0.51191581090000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 11 -7 -9 -10 -3 12 -1 -2 -15 18 -17 -18 19 20 21 22 23 -16 -22 -20 -27 -28 29 -29
right_child=13 10 4 -5 5 7 -8 8 9 -11 -12 -13 -14 14 15 16 17 -19 25 -21 24 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10220211603644076 -0.01910587318313561 0.04075760451469336 0.10184959974447501 -0.12885232842248504 -0.12226232867650354 0.1051952300926651 0.10323487309182942 -0.10694055973125743 0.10567734507506495 -0.10215428557387898 -0.012120349446873476 -0.10915413170404353 0.055515646190023006 0.067980222281553634 0.073288681038455483 -0.123270980866233 0.078246458791091947 -0.072418013416582772 0.023828319110607496 -0.11754137718048106 0.0039770577778567478 0.047778536449338285 -0.16603152717929151 -0.081224379467676466 0.067373157958000585 -0.030732657263547056 0.027441195574256168 0.021670396985099313 7.1290153371368249e-05 -0.064901108990621681
leaf_weight=0.052765825486857376 2.3876156130390873 1.920262683182955 0.29391227290034272 0.30660689540673047 0.2420378178358078 0.28379359841346741 0.14860691130161285 0.1514774551615119 0.15373089909553528 0.06152034094998271 0.63966826171008495 0.16126218173553752 0.1118710720911622 0.71221867295935126 0.7334688774353697 0.28880369523540039 1.2444886425510047 0.32727353936616044 2.7351452980656168 1.0789993967973703 2.6312973144522402 1.259716138243675 1.1684541357426494 0.59741538763046265 1.9881897496525196 2.0374720570398486 2.817622877424582 0.96926484709547311 170.78653034125273 1.3589400800119618
leaf_count=56 32 38 6 8 3 2 2 22 1 123 42 31 5 16 51 8 19 621 31 66 32 5 23 4 15 31 38 23 2650 30
internal_value=4.13727e-05 0.0118212 -0.00863572 -0.0524255 0.0201932 -0.00669552 -0.00304148 0.0363031 -0.0170092 0.0462776 0.0275446 -0.0515025 0.00496739 -0.00023196 1.85107e-06 -0.000250282 0.0204643 0.046875 -0.000452956 -0.0117361 0.00188969 -0.0342061 -0.075528 0.00392992 0.0312622 0.000137567 -0.000226527 0.000126764 -0.000317806 -0.0288602
internal_weight=199.65 4.52752 1.96759 0.781113 1.18647 0.89256 0.474506 0.650522 0.366729 0.215251 2.55993 0.325899 0.164637 195.123 192.735 192.023 1.86057 1.57176 190.163 9.45754 8.37854 3.75905 2.49934 1.33088 4.61949 180.705 177.97 175.932 173.115 2.3282
internal_count=4034 339 259 102 157 151 94 148 146 124 80 92 61 3695 3663 3647 648 640 2999 196 130 83 78 55 47 2803 2772 2741 2703 53
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 2 1 0 0 0 1 2 2 2 1 0 1 0 2 0 1 1 0 1 0 1 1 1 0
split_gain=0.0544483 0.118917 0.686024 0.461824 0.462682 0.294184 0.152895 0.152418 0.303684 0.227817 0.192955 0.12797 0.0688182 0.278767 0.0740405 0.0682137 0.617188 0.546649 0.24843 0.13673 0.191487 0.104466 0.0874249 0.198991 0.216783 0.16981 0.0916479 0.195877 0.268836 0.315105
threshold=34.883496062400006 0.36575252235000005 0.51191581090000016 0.49485045360000007 0.34398670700000006 0.51505942935000004 33.151194885250007 0.38906020780000011 0.54386096225000014 0.5681267027500001 0.56859076075000015 0.31100865245000009 35.171584490050009 35.419594101850009 35.782584506850007 0.46280051495000007 0.56065686655000013 0.46476153410000004 0.56188437470000008 38.903925214650009 0.5681267027500001 0.48459626955000007 0.45280081435000008 0.56341127510000011 0.45368402140000008 0.58415915690000009 0.44922307715000004 0.43929822460000006 0.44805544745000009 0.57537199485000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 11 -7 -9 -10 -11 -1 -2 -14 -15 22 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 27 -16 29 -29
right_child=12 2 5 -5 -6 7 -8 8 9 10 -12 -13 13 14 15 16 17 18 19 20 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.10151358665065952 -0.016984030894173687 -0.12460352416418162 0.10511693730300693 0.10259510346348946 -0.11040544490598014 -0.023504234984086561 0.081798899174538517 0.066636799981853789 -0.10658273478253794 0.105107980175906 -0.10166537701820939 -0.10195999370986578 0.063615666703556922 -0.026381160374161966 -3.6291415925959624e-05 -0.12060781350208034 0.10700991749090748 0.1008241073835196 -0.1212125443864412 0.068184259107290743 -0.10409187555017037 0.028451030780499195 -0.11017686663782721 0.013776818737050847 -0.10270305256413377 0.016521512763066615 0.013630604456449993 -0.10991615661933603 0.00070697525492904303 0.010457401034560665
leaf_weight=0.04441591352224239 2.4157357528563344 0.38558339630253646 0.33987447619438205 0.58748557791113853 0.30758613628188414 1.008460874669254 0.34842925984412432 0.77559997967909999 0.22838154598139226 0.13981649279594421 0.066640712363778221 0.10164658389476244 0.68637071479042688 1.0764014277419836 179.78237454581995 0.26679221119411423 0.72279663826338925 0.1515206778421998 0.16128060179255499 0.17484119907021523 0.20036127864932496 0.08456248218408291 0.22312231260911985 1.1993219463620333 0.35624590333463846 0.17973485594302474 4.776665714722184 0.64484898062073548 1.2556708054762566 0.32812159394416085
leaf_count=1 32 8 4 11 35 12 14 8 25 1 158 62 16 31 2650 8 8 2 99 4 84 435 19 9 103 44 59 47 13 32
internal_value=3.59437e-05 0.0111218 -0.000257727 0.0352341 -0.0141048 0.01848 0.0457966 0.00520963 0.0291322 -0.0377629 0.0383652 -0.040086 -0.000210839 -9.73107e-08 -0.000228007 -8.02376e-05 0.0195035 0.0445012 -0.0139806 -0.0419903 -0.0142 -0.0647545 -0.000263074 -0.0212815 -0.00985143 -0.0627225 -4.27009e-05 -0.000401541 -0.0298659 -0.0693217
internal_weight=199.021 4.33392 2.94436 1.38956 0.802078 2.55877 0.494492 2.2189 1.21044 0.434839 0.206457 0.146062 194.687 192.271 191.585 190.508 1.76216 1.49536 0.772566 0.621046 0.459765 0.284924 188.746 1.95843 1.7353 0.535981 186.788 182.011 2.22864 0.972971
internal_count=4034 339 216 123 112 208 77 204 192 184 159 63 3695 3663 3647 3616 640 632 624 622 523 519 2976 175 156 147 2801 2742 92 79
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 1 1 2 2 0 1 1 1 2 2 2 0 2 2 2 0 1 0 1 1 2 1 1 2
split_gain=0.0532814 0.722596 0.232099 1.18065 0.729253 1.19212 0.689059 1.25383 0.519968 0.983431 0.600304 0.533513 0.789792 0.516417 0.37806 0.305257 0.474461 0.571095 0.286774 0.869015 0.249785 0.248115 1.14682 0.379701 0.576827 0.246343 0.263072 0.220176 0.849984 0.811908
threshold=40.467253020850002 40.413896136950008 0.47883296910000012 0.47916230050000003 0.34521421515000011 0.34545372890000009 0.34515433670000012 0.34467530910000005 40.377444152000002 40.340071172300007 0.4815274992000001 0.36006406990000012 0.36359689830000008 0.34988473400000003 40.241071441700008 39.749124837650008 39.420767558750008 0.46898296455000005 39.952536079750011 40.003678352300007 35.171584490050009 0.5398790455000001 0.43724738780000011 0.56065686655000013 0.44805544745000009 0.34311846950000008 37.311503175250003 0.41804137600000008 0.42039160505000012 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 15 9 10 -5 13 -13 -12 18 16 17 20 27 -20 -1 -21 -23 -24 -25 26 -22 -14 -29 -30
right_child=-2 -3 3 8 5 -7 -8 -9 -10 -11 11 12 14 -15 -16 -17 -18 -19 19 21 25 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.029766091831322901 -0.001306041439473226 0.069906645490966923 0.093244064568047083 -0.038223756496503287 -0.13954562880927146 0.012737188007751844 0.071987642802150503 -0.089084669333899816 -0.058392252783821687 0.089732532354329847 0.011261344493098267 -0.089195241773582928 0.0035047891027580216 0.069482865987978606 -0.055004816855091933 0.05843323224330893 -0.076812464155999183 0.043731843738007141 0.076236834512228416 0.018901135860342148 -0.024769674623086661 -0.12983087811213528 0.11716659222853242 0.10777427391806305 -0.11833118881141638 0.0031208312369375708 -0.11511646984420816 -0.085647719835784716 0.0085393911596254243 -0.1190870774858909
leaf_weight=0.7255420589958671 119.09620136122157 1.5383769399995788 1.4195298105478276 3.738373013213276 1.0680346328385888 0.99110254511970186 1.1481801792979247 1.6464376166718464 1.4389136121899344 1.2636519916413806 5.2193066254258147 0.98532402701675792 34.341449633662705 2.151461424306035 1.16778937726849 1.0162850546184925 0.72331266710534681 2.5660645021125674 2.0136053860187522 1.7105495414361942 0.71387954735109838 0.7099395985715089 0.37814345955848694 0.20239947736263275 0.25495961435990466 0.87234268504835188 0.58754869777476415 1.4009277987061048 6.8756061624328595 0.53741470518662016
leaf_count=80 2535 15 4 27 13 50 4 39 14 12 31 14 369 35 24 10 8 21 10 17 35 11 1 1 49 9 35 26 491 44
internal_value=3.1735e-05 0.00203817 0.00069735 0.00303438 -0.0120568 -0.066249 -0.000897392 -0.0103518 0.00104563 0.00240424 0.000615338 0.00312091 -0.000541992 0.0282557 0.0012194 0.00763972 -0.00070141 0.00937147 0.00257527 0.0245977 -0.0210395 -0.00733761 -0.0363796 0.0430275 -0.0182706 -0.0379969 -0.065558 -0.00011383 -0.0142129 -0.000713023
internal_weight=198.503 79.4065 77.8681 65.8093 12.0587 2.05914 9.99959 8.85141 64.3898 62.9509 61.6872 57.9489 50.5781 7.37077 49.5928 7.20498 6.18869 5.46538 48.425 5.2696 2.89931 3.25599 1.54544 0.835503 0.457359 2.17377 1.30143 43.1554 8.81395 7.41302
internal_count=4034 1499 1484 1180 304 63 241 237 1176 1162 1150 1123 1057 66 1043 198 188 180 1019 89 159 79 62 51 50 79 70 930 561 535
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 0 0 2 1 1 1 1 0 0 2 1 0 1 0 2 0 2 2 2 0 2 1 0
split_gain=0.0493476 0.247881 0.380617 0.278936 0.342146 0.910825 0.892088 0.377306 0.35314 0.263064 0.261332 0.315821 0.250051 0.165756 0.130708 0.106093 0.267005 0.430725 0.181717 0.181163 0.292046 0.0975839 0.46777 0.2119 0.448591 0.187818 0.156924 0.150549 0.162931 0.654073
threshold=43.384297312450009 43.525909308350002 43.631818398850008 43.680097826700013 0.50889194935000015 0.48386275860000011 0.53158588065000012 0.4778150355000001 0.49094338495000006 45.048573272350005 0.38780276035000005 0.39193437325000008 0.40099098830000007 0.42114008565000011 0.47721625100000004 0.39718870690000002 48.96897326980001 0.32168198560000011 0.39672464895000009 0.35807311160000005 0.46495613905000005 43.084235337800003 0.50922128080000018 43.218894539100006 43.157831852650006 43.018222997350009 0.48597347385000006 42.899217095850013 0.34566330350000002 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 -2 -3 -4 5 7 -6 14 -7 -10 -8 -12 -13 -14 15 18 17 -17 -5 -19 -21 25 23 24 -23 27 -27 -1 -29 -30
right_child=1 2 3 4 6 8 10 -9 9 -11 11 12 13 -15 -16 16 -18 19 -20 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-8.9983855702017228e-05 0.04114996732306795 -0.070271479773262466 0.075094285905771344 -0.0054372754458755458 -0.1369019711949184 0.11160526544187516 -0.1147554559737502 -0.054820102978472743 -0.0041872645455862103 0.080131065418634503 0.054612362152026056 -0.072144907030252295 0.01500110587606236 -0.10265668301499585 0.042239804416651518 0.081343195369130122 -0.088042981322910746 -0.10703399676413737 0.03308935365351285 -0.1012996134665569 0.10522416444720735 -0.10672156699735802 0.029167698049549648 -0.0096707943402556049 -0.012605566517700782 0.059716280927947764 0.0047978386401152529 0.0052258977138198506 -0.13150930989670132 0.026972940631001009
leaf_weight=169.07521195248057 1.7158334704727192 0.7125294665456775 0.53962748690537665 4.2280888632158149 0.59299418476530208 0.96579371256757385 0.19706945327925529 1.2582224356010545 0.81683229023383297 0.67642444313787564 0.87489462993107769 0.58931464189663563 1.3703799765462461 0.13120092505687342 0.80571404076181341 0.42042883590329416 0.45348466373980045 0.29225556625169702 1.7232307344675062 0.13164971437072381 0.14268097281455994 0.90740948477286965 1.8487958672958482 2.2294690002454445 1.1460658199830502 0.95173907840216942 1.1477630572117048 0.79537262149096832 0.53847768734703982 0.50429951973183051
leaf_count=2757 42 28 15 75 194 15 10 20 28 15 9 44 39 357 13 31 10 41 7 55 1 41 42 26 21 32 10 13 23 20
internal_value=3.58518e-05 0.00493288 0.00126077 0.004405 0.00197077 0.0102669 -0.0243471 -0.00383283 0.0644842 0.0340078 -0.0032446 0.00416502 -0.0169437 0.00472073 0.0039931 -0.000175825 -0.0245269 0.00465562 0.00571828 -0.0522495 0.00611459 -0.000473647 -0.0128712 -0.0310178 -0.0541945 -3.42679e-05 0.0296933 -0.000399442 -0.0288637 -0.0548654
internal_weight=197.783 18.6387 16.9228 16.2103 15.6707 11.9148 3.75585 9.45576 2.45905 1.49326 3.16286 2.96579 2.0909 1.50158 8.19753 7.39182 1.4405 0.987015 5.95132 0.566586 0.274331 179.145 6.13174 4.28294 2.05348 173.013 2.0995 170.913 1.83815 1.04278
internal_count=4034 1049 1007 979 964 311 653 253 58 43 459 449 440 396 233 220 138 128 82 97 56 2985 130 88 62 2855 42 2813 56 43
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 1 2 0 0 2 2 1 2 2 2 1 2 1 0 1 2 0 1 2 0 1 2 0 1
split_gain=0.0452618 0.484817 0.359154 0.884234 0.854074 0.778454 0.567492 1.10591 0.704216 0.449241 0.439185 1.09793 0.421391 0.415558 0.356327 0.648737 0.337962 0.267185 0.637091 0.422048 0.528014 0.353719 0.265803 1.4757 1.22489 1.47682 1.67043 1.09064 0.641658 0.564618
threshold=42.456897412850005 42.360359531950003 0.47997065955000012 42.686561923500008 0.47721625100000004 0.48028502140000007 0.38370108680000009 42.779078631750004 0.53158588065000012 0.50339810185000011 42.779078631750004 43.426640904350009 0.38780276035000005 43.631818398850008 44.756878345700009 44.262924377150007 0.34566330350000002 42.006870117350005 0.39542229275000007 0.54228915300000013 0.43639411995000005 42.198888176300009 0.47976108500000009 0.34569324270000007 41.481306584950012 0.48200652675000005 0.34575312120000007 41.827117825850003 0.50339810185000011 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 -2 -4 7 -7 12 16 -5 -12 -8 -13 15 -15 -9 22 21 -20 -21 -19 23 -1 -24 -26 -27 -28 -29 -30
right_child=2 -3 5 10 -6 6 8 9 -10 -11 11 13 -14 14 -16 -17 -18 18 19 20 -22 -23 24 -25 25 26 27 28 29 -31
leaf_value=0.0013310663760928796 0.0029447479273474373 -0.033500216670560724 0.095519241542195654 0.044060437741776731 -0.12465196108213572 0.054030667555700566 0.009354001325104307 0.0092759478355113785 -0.0037496599777142622 0.036847205435280111 -0.11947683956960782 0.06542854715426398 -0.12937735991074178 -0.11905019844987022 0.0040456764361667006 0.012266658200148741 -0.027194064081849097 0.010354116323942442 0.089114058662066509 -0.02232824235720153 0.075497408387113635 -0.04532943364541759 0.00053585309400100379 0.087044985631835117 0.037197872788348706 -0.1548073790967571 -0.07226398852248643 -0.033571653563169011 -0.0095659164296460764 0.096249548365099857
leaf_weight=31.271165280268065 0.92440389790863209 4.3993604211791526 1.0073816105723405 1.9267575703997852 1.2128743464127181 5.5387097690254512 0.30746424512471893 5.0578521899878961 9.4117288985198666 2.699484215467236 0.81323759046608657 0.92033810356224321 0.76049438341578934 0.70913974459108231 7.187483781890478 0.80131678044563159 5.1061805039644241 4.3567565928715322 1.5199689809232952 1.2505976827815177 0.9873553270153933 1.5454519132254061 92.998495850355198 2.1464738243994352 2.4164392575621596 1.3181153237819661 3.9985221478418662 2.6335102990269661 1.0479871453717353 0.97192445281689277
leaf_count=491 27 63 3 20 27 74 7 34 602 58 120 30 240 61 164 25 53 44 12 15 39 33 1509 87 10 16 100 15 22 33
internal_value=3.14849e-05 -0.000784774 0.0028427 -0.0100744 -0.0694645 0.00910714 0.00609315 0.0166712 -0.0124818 0.000585145 0.000196758 -0.0079051 -0.0894367 0.00152843 -0.00523291 -0.0493849 -0.00904576 0.000184674 0.0162654 0.0484496 0.0208311 -0.00422623 -0.000934481 0.00683662 -0.0033987 -0.0329396 -0.0499387 -0.0339621 -0.00105062 0.0413495
internal_weight=197.247 152.862 44.3848 14.4956 2.13728 29.8893 28.8819 18.4022 10.4797 12.8635 12.3583 10.4315 1.06796 9.61828 8.69794 1.51046 10.164 148.463 9.66013 3.75792 2.23795 5.90221 138.803 33.4176 105.385 12.3865 9.97006 8.65194 4.65342 2.01991
internal_count=4034 2489 1545 474 54 1071 1068 219 849 145 420 400 247 280 250 86 87 2426 143 66 54 77 2283 578 1705 196 186 170 70 55
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 2 0 0 0 0 1 1 1 1 0 0 2 1 0 2 1 0 0 0 2 2 1 2 1
split_gain=0.0572008 0.487382 0.373387 0.932512 0.936702 0.220945 0.983178 0.751443 0.63034 0.778616 0.445568 0.960965 0.631436 0.379643 0.371249 0.2718 0.559106 0.258662 0.216922 1.39109 0.254391 0.788286 0.201643 0.432033 0.448553 0.335731 0.512762 0.237543 0.19892 1.12707
threshold=0.48447651265000008 0.48386275860000011 0.48797940185000005 41.50623664750001 42.047301293400004 43.120094701700005 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.49094338495000006 0.35374689380000007 0.36359689830000008 0.37078231190000005 0.37473428940000003 0.51675099550000014 0.52284362740000012 42.006870117350005 0.35471991855000007 0.48028502140000007 38.334060527150008 0.35807311160000005 0.55769288345000012 0.54228915300000013 0.5398790455000001 48.86568841230001 43.961868063600001 0.44805544745000009 39.458743938000005 0.34512439750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -2 -5 6 10 -8 -9 -10 -4 17 -13 -7 -15 -16 -17 -12 28 20 -20 -22 23 24 25 26 -18 -24 29 -1
right_child=2 -3 5 4 -6 13 7 8 9 -11 11 12 -14 14 15 16 22 -19 19 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021292919143660236 0.055447547613568897 -0.051881370437905465 -0.033182402805806949 -0.069318600160931429 0.032406155631896104 0.041176948888930393 -0.1359882871091215 0.050831392535064947 -0.13447628177270768 0.0099617406276293358 0.020692495039634887 -0.05749885123763937 0.00066756243669522156 -0.1199089918519612 0.063176040108655671 -0.16569325604601876 0.012696276368627588 0.069063753021372132 0.078461320222922709 -0.16548508666002415 -0.19802693800715357 0.041162376258255202 -0.1070616730738901 0.058252429638170712 -0.11225539571316526 0.10085792383678627 -0.11086362233608427 -0.0020354888156714256 -0.0016574280637704612 0.09798774662976667
leaf_weight=6.5520470876351729 4.0946472175419322 1.9105642773210991 3.8092261636629692 1.6669067684561016 1.9809613894794891 3.4058780488558096 0.86805129610001985 0.71764014649670604 0.75639655250597548 0.73672698184236651 2.0328275552019468 1.9099447028711427 81.700067157269586 0.24790784611832339 0.70973604361779496 0.20234062575764244 2.0924076765077202 2.4234014116227627 0.50060212286552885 0.56476007058517996 0.17777910537552088 0.61246148194913985 0.32916761029537145 1.4121597014527649 0.36658791342051689 0.32545013336130058 0.40008046733419167 0.62281289006023144 71.752429677408145 1.3573904324603061
leaf_count=213 37 15 41 17 31 31 10 9 26 32 33 36 1600 7 54 15 46 11 27 12 3 106 81 52 12 47 112 333 956 29
internal_value=2.95301e-05 -0.00195578 0.00149774 0.0226911 -0.0140773 -6.39957e-05 -0.00156065 -0.0571468 -0.0261899 -0.0632086 0.000302088 0.00175043 -0.000661162 0.0139864 0.000182212 0.00479028 -0.00241515 0.0469979 -0.00078565 -0.0345851 0.0226854 -0.0126476 0.00353904 0.0122144 -0.00820085 0.00533569 -0.00713688 -0.0383505 1.65598e-06 0.0150524
internal_weight=196.239 83.428 112.811 7.74252 3.64787 105.069 94.9543 3.07881 2.21076 1.49312 91.8755 88.0662 83.61 10.1145 6.70865 6.46074 5.75101 4.45623 81.5175 1.8556 1.29084 0.790241 5.54867 4.59669 3.18453 2.81794 2.49249 0.951981 79.6619 7.90944
internal_count=4034 1361 2673 85 48 2588 1798 77 67 58 1721 1680 1636 790 759 752 698 44 1346 148 136 109 683 269 217 205 158 414 1198 242
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 0 2 0 1 2 2 2 2 0 0 0 1 2 0 2 2 0 1 1 2 2 0 1 1 0
split_gain=0.0493756 0.103382 0.287518 1.24043 0.47551 0.399835 0.193605 0.100284 0.0972101 0.0815137 0.106899 0.354255 0.5865 0.0806137 0.07362 0.0829763 0.0706685 0.463144 0.329399 0.202413 0.256141 0.180902 0.41704 0.205202 0.195456 0.114675 0.48048 0.523506 0.554005 0.141902
threshold=49.283271594150008 0.31100865245000009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 44.952171034750002 0.55677973715000018 0.31761025120000003 48.86568841230001 48.778770352700008 48.457543166250012 48.226196960950006 0.55832160710000012 0.39718870690000002 0.48119816770000007 0.32388251845000005 42.066503896600004 0.45798030000000006 34.466665687600006 34.41230404325001 0.46739618575000003 0.34311846950000008 0.34398670700000006 37.52517992975001 47.709122305950011 0.51401155655000019 0.39162001140000008 0.39193437325000008 0.54064249575000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 14 9 10 11 12 -3 -9 -2 -16 17 -10 19 20 -18 24 -23 -24 -20 -25 -27 -28 -29 -30
right_child=7 8 -4 -5 -6 -7 -8 13 16 -11 -12 -13 -14 -15 15 -17 18 -19 21 -21 -22 22 23 25 -26 26 27 28 29 -31
leaf_value=-0.10383829827753388 -0.010774510213436582 -0.10538394587491569 0.05246546234078734 -0.15342011920312379 -0.10356637680400418 0.10952757268051741 0.036233757057430684 0.10371814666860471 0.058702708498921223 -0.050021062151933249 0.014534751112356224 -0.13755364133159595 0.10531342342826938 -0.10044143190193824 -0.013477270605036002 -0.1040219069289091 -0.10855566225709611 -0.03541621665324516 0.090682972613787299 -0.10813256537819382 0.082617478837420669 -0.043598862610818662 0.028309392794057038 -0.00021740902443831162 0.0067418430438787097 0.10339094489665504 -0.086961196611238412 0.11008769858596149 0.025187273442586439 -0.10541351396657804
leaf_weight=0.14973464048307394 0.9008541740477074 0.24284160518436626 1.3764217647258192 0.44361477681377448 0.19918326288461674 0.72050486505031586 0.2893833676353097 0.10451942682266224 1.215465637520537 0.66432419978082169 0.91123837232589722 0.23779387772083282 0.28974601626396179 0.02373202478793246 0.18878103792667389 0.21818890498525434 0.12415794940773039 0.91748975415248413 0.45432121037265349 0.45444344312272733 0.16092335991561413 2.1751951756596091 2.6057174187153569 177.6993004739536 0.71230985592410434 0.54879350939881888 0.51441074907779671 0.48782804608345032 0.13593695202143863 0.21442698433747864
leaf_count=123 4 73 10 35 10 3 9 1 29 9 3 2 2 160 7 83 54 17 11 218 9 39 15 3004 35 7 7 2 7 46
internal_value=2.80447e-05 0.000164837 0.0180502 -0.00823099 0.0391695 0.0636866 -0.0115293 -0.0184461 -0.000133196 -0.0203639 -0.00864776 -0.036069 0.00924268 0.0659399 -0.0267214 -0.062021 0.000118687 0.0182175 -8.85408e-05 -0.0666957 -0.000641803 0.00017693 -7.14412e-05 0.000448193 0.039431 4.39715e-05 0.0244719 -0.00754806 0.0411889 -0.054742
internal_weight=195.382 193.946 3.17884 1.80242 1.35881 1.15962 0.439118 1.43608 190.767 2.34594 1.68162 0.770381 0.532588 0.128251 1.30782 0.40697 188.421 2.13296 186.288 0.739525 0.285081 185.548 184.382 182.206 1.16663 179.601 1.9014 1.3526 0.838192 0.350364
internal_count=4034 3779 190 180 145 135 132 255 3589 89 80 77 75 161 94 90 3500 46 3454 281 63 3173 3127 3088 46 3073 69 62 55 53
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 1 0 2 2 0 0 0 0 1 1 2 0 0 0 0 0 2 0 0 0 1 1 0 1
split_gain=0.0486055 0.371622 0.910616 0.590828 0.355784 0.845875 0.316633 0.489082 0.180546 0.840967 0.676143 0.532175 0.705013 0.356706 0.811378 1.0565 0.335638 0.353017 0.65094 0.306344 0.242575 0.228958 0.194625 0.520034 0.343707 0.193076 1.94108 0.539387 1.23354 0.335127
threshold=0.48537468940000006 0.48797940185000005 0.34494476210000008 41.50623664750001 0.35651627195000007 43.426640904350009 0.34739977845000009 0.48386275860000011 43.120094701700005 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.49094338495000006 0.35862698720000002 0.36359689830000008 43.680097826700013 0.50889194935000015 0.53158588065000012 0.53544804050000006 0.49649711085000009 0.49949103320000005 48.86568841230001 0.53866650695000018 0.54386096225000014 0.51401155655000019 0.37473428940000003 0.36945001650000003 0.5054040298000001 0.37668033890000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 7 -1 9 13 -11 -12 -13 -3 20 -16 19 21 -19 -10 -15 -18 23 -20 -25 26 27 -17 -29 -27
right_child=1 8 3 -5 5 -7 -8 -9 16 10 11 12 -14 14 15 25 17 18 22 -21 -22 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=-0.00065310548436060313 -0.039915399785509988 -0.029477692904600641 0.085566467941389168 0.016022804826793444 -0.12478761176066361 0.034966443977460494 0.039535921815081129 -0.050308370918977476 0.049570138977036791 -0.13187174015408107 0.04697058949667679 -0.13113271948711133 0.0089938292668628565 0.024549376969546382 -0.093066152061038354 -0.011676086523382796 -0.0015687290500034342 -0.12605262937423617 -0.11169737161539316 -0.0048497418050270089 0.070673498878669028 0.076448566461056799 0.053282702210584211 0.022320265287417679 -0.1036395777674084 -0.0482073509672621 -0.098494225486094267 0.069206546796113919 -0.03305017316659925 0.0038835843236936897
leaf_weight=78.589535836829327 1.6576073095202435 3.853841114556416 2.12661462277174 2.870793674507695 0.73673362646968488 0.60247758976765908 1.8867465756775335 2.0349481068551531 3.2025088227819634 0.80855905264615957 0.70024253672454539 0.70085420818031685 0.73622065766903688 3.2656353181228033 1.2216371716931451 7.615704588708466 0.80314385059409665 0.52040226667713829 0.46126476940116923 1.5279419044454696 1.7519240723922846 0.70755108062803629 0.48407005779063172 1.707658226136118 0.24810765063193674 1.2587186871096481 2.1111513835785436 3.1208314225077629 1.8966436432674525 65.687294082949506
leaf_count=1176 17 41 27 26 72 72 32 24 36 10 9 26 32 31 18 61 16 194 25 55 31 30 202 17 215 11 35 25 35 1433
internal_value=2.87359e-05 0.001401 0.0243126 0.0456167 -0.00178862 -0.0529183 -0.000958753 -0.0019064 -5.96197e-05 -0.00138783 -0.0539801 -0.0245133 -0.0593452 0.000300173 0.0016053 -0.0007578 0.0129617 -0.00529067 -0.0230676 0.0319924 0.040654 0.0349716 -0.00459408 -0.0161853 0.00634105 0.000622624 -0.00973664 0.00509578 0.0305527 0.00290417
internal_weight=194.897 111.047 6.65502 4.99741 83.8504 1.33921 82.5112 80.6245 104.392 94.7293 2.94588 2.13732 1.43707 91.7834 87.9295 82.912 9.66265 4.9322 3.4215 4.73045 5.01756 1.51069 2.9011 2.41703 1.95577 81.6903 14.7443 12.6332 5.01748 66.946
internal_count=4034 2658 70 53 1376 144 1232 1200 2588 1798 77 67 58 1721 1680 1618 790 699 653 91 62 46 459 257 232 1600 156 121 60 1444
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 0 0 0 0 0 2 1 2 2 2 1 1 0 2 2 1 1 0 2 2 2 2 1 2
split_gain=0.0501326 0.108609 0.202887 0.242381 0.379188 0.237034 0.202892 0.195656 0.168133 0.154868 0.0992493 0.116141 0.095204 0.0554103 0.0894124 0.220598 0.347155 0.110409 0.317198 0.0843621 0.0863098 0.849157 0.678848 0.810434 0.113589 0.151328 0.175931 0.304484 0.856157 0.166204
threshold=34.883496062400006 33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.36575252235000005 0.52453519355000011 0.49830843385000007 0.5681267027500001 0.56859076075000015 0.50706565670000014 34.654301448200009 0.33992994225000006 35.171584490050009 36.010074051050005 36.364346611650006 0.39019789825000006 0.36533337325000009 0.52005927965000021 36.620308449100001 37.038444968100009 0.36575252235000005 0.38370108680000009 0.52889135055000014 37.311503175250003 37.52517992975001 37.828051409500013 38.064633603500006 0.37347684200000003 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -6 12 -8 -10 -3 -12 -1 -2 17 16 -16 -15 -19 -17 21 -21 -23 -24 -22 -26 -27 28 -28 -29
right_child=13 10 3 4 6 -7 8 -9 9 -11 11 -13 -14 14 15 19 -18 18 -20 20 24 22 23 -25 25 26 27 29 -30 -31
leaf_value=0.0096987114680937361 -0.015317676183770258 0.051811551571224357 0.101675331195234 -0.11950858143933581 0.10433895594783787 -0.12332203302146388 -0.10571173834268986 0.10265597343938809 0.10453751073433962 -0.10178607127906431 0.035329869381037368 -0.020379188236434823 -0.10734800758173868 0.047252332653030929 -0.0028107194315089377 0.021887543095785635 -0.10984225863390527 -0.037510464175875925 0.034701257680532102 -0.061787590961441145 0.02050058432122991 0.11438026603602436 -0.12105223948359829 0.056018457228176881 -0.027131575537161147 0.022795822565179626 0.029212370570536578 0.018035806316434672 -0.11550460179904709 -0.00048802022358678291
leaf_weight=0.13922077728056947 2.3964329820573758 0.86628448916599188 0.26674142852425553 0.22098900377750397 0.24092303961515427 0.27072721079457551 0.1280518512648996 0.12322797253727913 0.12556058168411255 0.051220935035757975 0.80142627564555347 0.70204449403536273 0.13874933783688448 0.85127676591218859 0.84823887838865519 1.7415454359816056 0.47148070345554061 1.0185446320101621 1.5102523769514844 1.8966882339482247 2.6842003708443363 0.66477513313293446 0.42769414198119171 0.65330579679539369 2.0660352555569252 3.347417810137812 0.81589964099111856 4.9924838026427087 0.81932117681026284 162.58133325232393
leaf_count=61 32 29 6 3 2 8 22 2 1 123 40 11 31 28 31 31 42 9 40 22 46 2 10 41 31 62 14 76 37 3141
internal_value=2.75816e-05 0.0110018 -0.0082423 0.0195689 -0.0089949 -0.0510187 0.0357546 -0.00222861 -0.0184506 0.044757 0.024851 0.00931657 -0.0487254 -0.000208061 -1.48321e-05 -0.000310883 -0.0410486 0.0161021 0.00561594 -1.66025e-05 -0.000227419 -0.015465 0.0348619 -0.014039 8.56116e-05 -0.000228196 9.39207e-05 -0.000355185 -0.0432975 6.38554e-05
internal_weight=193.862 4.07517 1.70541 1.03349 0.766745 0.671925 0.545756 0.401198 0.304833 0.176782 2.36976 1.50347 0.27797 189.787 187.39 184.01 1.31972 3.38007 2.5288 182.691 180.949 3.64246 1.74578 1.081 177.307 174.622 172.556 169.209 1.63522 167.574
internal_count=4034 339 259 157 151 102 148 94 146 124 80 51 92 3695 3663 3586 73 77 49 3513 3482 75 53 51 3407 3361 3330 3268 51 3217
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 0 2 0 0 0 0 1 0 2 1 1 1 1 1 0 2 1 2 2 0 1 2 0 2 2
split_gain=0.0449436 0.087637 0.298887 0.292861 0.409239 0.399595 0.155361 0.10193 0.543408 0.279584 0.211656 0.615782 0.415963 0.302372 0.291565 0.604755 0.214621 0.890858 0.673368 0.567905 0.846594 0.556926 0.420176 1.8475 1.54457 1.18113 1.03708 0.786711 0.874738 1.24008
threshold=49.283271594150008 0.31100865245000009 0.39672464895000009 0.39606598605000004 49.122847560300009 0.39498817400000003 44.952171034750002 0.47721625100000004 0.47754558250000007 0.47709649410000005 0.47883296910000012 0.34566330350000002 0.47916230050000003 42.141702038450013 0.34488488370000009 0.34527409360000011 0.34536391125000004 0.34524415440000006 0.34503457980000002 0.48068920095000006 41.741384785950011 0.34542378970000004 41.872294782850005 41.319407281650008 0.49336846205000007 0.36491422415000008 41.385032804600009 0.48351845755000006 42.094663496250007 42.283941020600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -3 11 14 -12 -13 -10 -16 17 18 -14 20 -18 -21 23 -23 -25 -26 -27 -24 -29 -30
right_child=-2 7 -4 -5 -6 -7 -8 8 10 -11 12 13 16 -15 15 -17 19 -19 -20 21 -22 22 27 24 25 26 -28 28 29 -31
leaf_value=-0.1034703922893327 -0.017799993971403014 -0.0030037673619844347 0.084900971793795341 -0.031677454266966595 -0.10321184071901773 0.10854891400317837 0.025142795880700355 0.037274588663589674 -0.048906570586573078 -0.043701043574696737 0.039459902766215429 0.068406438468354147 0.011602646390455077 -0.0030163331210800257 0.014011417663194954 -0.042690636175722614 -0.0012271401447843935 0.046384878127047884 -0.032938952016864517 -0.068122546076768667 -0.082303174582316993 0.0018927075793592472 0.042940410388697968 -0.085186708207862671 0.10480972296255703 0.07312691685261459 -0.054258325210367102 0.036226815614417929 -0.10938489154283976 -0.00049121423993002443
leaf_weight=0.13579313593254416 1.4043992858378249 15.936893543063945 0.53412877676601045 1.2573263049125671 0.18061652779579174 0.65820515155792236 0.304609639570117 3.9536180091090491 3.0477645022328925 1.8880115486681468 2.7334591718390575 1.2149802558124059 11.094622328877451 1.1574020292609928 4.0579208071576431 3.5062053706496954 3.2678784281015387 4.9878599382936946 4.8900273256003848 1.1900541931390751 2.1256951540708542 77.205525858181772 5.9157361909747115 4.7478285953402501 0.81986403465270985 0.80981836071441682 3.0318596193792473 6.3808422272268244 1.0936776847083844 23.886012241235676
leaf_count=123 255 664 39 5 10 3 10 30 23 17 15 9 64 31 26 29 34 32 41 8 25 1384 79 36 8 17 104 90 41 782
internal_value=2.40458e-05 0.000154412 0.0169125 0.00259603 0.0362828 0.0592164 -0.0145136 -0.000117939 0.000631696 -0.00731442 -0.000234944 -0.0124966 0.000797666 0.0335618 -0.0227934 -0.0122717 9.98548e-05 0.00948937 -0.00202353 -0.00140942 -0.0331805 -3.94267e-05 0.000614555 -0.0032059 -0.0450409 -0.00415193 -0.0274058 0.00949174 0.00318211 -0.00525887
internal_weight=193.419 192.014 3.07068 2.53655 1.27922 1.09861 0.440403 188.944 171.119 17.8249 167.165 12.9843 154.181 2.37238 10.6119 7.56413 151.447 20.9725 15.9846 130.475 5.39357 125.081 123.891 86.6149 9.40937 4.66154 3.84168 37.2763 31.3605 24.9797
internal_count=4034 3779 190 151 146 136 133 3589 2908 681 2878 118 2760 40 78 55 2745 137 105 2608 59 2549 2541 1549 165 129 121 992 913 823
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 0 0 0 0 1 1 1 0 2 0 2 1 2 0 2 0 0 0 0 2 1 1 2 2
split_gain=0.0394224 0.0891072 0.181974 0.219419 0.337235 0.207659 0.183165 0.177284 0.151166 0.139716 0.098454 0.0836624 0.0572256 1.6807 0.37474 0.334829 0.154125 0.10336 0.171254 0.614762 0.177142 0.141719 0.197298 0.10903 0.544431 0.241185 0.440676 0.204918 0.603097 0.673465
threshold=34.883496062400006 33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.36575252235000005 0.52453519355000011 0.49830843385000007 0.5681267027500001 0.56859076075000015 0.38780276035000005 0.33992994225000006 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 44.952171034750002 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.55677973715000018 0.43260680815000008 0.39672464895000009 48.778770352700008 0.31761025120000003 0.33750486510000005 39.792680591700012 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -6 11 -8 -10 -3 -1 13 14 15 16 -2 -14 23 -20 -21 -22 -23 24 -19 26 -26 28 -25 -30
right_child=12 10 3 4 6 -7 8 -9 9 -11 -12 -13 17 -15 -16 -17 -18 18 19 20 21 22 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.0064723828129154316 -0.10314105188472081 0.036079025683123996 0.10151095130864417 -0.11741780956586392 0.10390167548732401 -0.12093457351170843 -0.10518885236862262 0.10239380807312543 0.10407938884111678 -0.1016185260173447 -0.0083636355912686724 -0.10663717840635917 0.020879216249072557 -0.21461759343483885 -0.10289688247983296 0.1076695330938605 0.030668437603200878 -0.020159659826988179 -0.12648338764147635 0.1020165693516783 0.10294766148196702 -0.10371289140488667 0.060214162204626109 -0.11576548957087372 -0.10546404649562356 0.10886807646490466 0.083985095604243443 -2.4088458760641309e-05 0.064741935036546253 -0.1064894286882494
leaf_weight=0.13544020015979119 0.12324307531161938 1.614418601151556 0.24127862975001335 0.20366146042943001 0.21846930682659149 0.24993844184791669 0.1166218971775379 0.11156606115400791 0.11387964338064194 0.046505614568218334 0.72111162123019301 0.12644133631118848 2.3381641982123247 0.34191682498203579 0.163903348147869 0.60018400847911835 0.28545735590159893 1.5293762080837034 0.465878709219395 0.20477386182756163 0.084105685353279114 0.19875386479725421 0.11643240358807816 0.59665151982335274 0.18570783860923235 0.68247149884700775 0.36235396229312755 179.47543328580844 0.71854459389578529 0.33761757161119021
leaf_count=61 123 33 6 3 2 8 22 2 1 123 47 31 16 33 10 3 9 12 13 5 1 84 165 16 57 4 99 2979 31 35
internal_value=3.47067e-05 0.00998733 -0.00848676 0.0192868 -0.00908946 -0.0503849 0.035438 -0.00316792 -0.0185578 0.0444348 0.022357 -0.048139 -0.000170835 -0.0195298 0.0373465 0.0601304 -0.00968164 -1.42753e-05 -0.000278402 -0.0401699 0.0263984 -0.0123819 -0.0431569 -4.62955e-05 0.0196798 0.0691945 0.0197913 -0.000346868 -0.0353968 0.0100053
internal_weight=192.71 3.89933 1.5638 0.940417 0.699138 0.623386 0.495476 0.373448 0.277007 0.160385 2.33553 0.261882 188.811 1.5147 1.17279 1.00888 0.4087 187.296 184.958 1.06994 0.604066 0.399292 0.315186 183.888 2.75991 1.23053 0.548062 181.128 1.65281 1.05616
internal_count=4034 339 259 157 151 102 148 94 146 124 80 92 3695 178 145 135 132 3517 3501 268 255 250 249 3233 172 160 156 3061 82 66
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 0 0 0 0 1 2 2 1 1 2 1 0 2 2 2 1 0 2 2 1 1 0 2 0 1
split_gain=0.0422464 0.0768095 0.263212 0.204552 0.320263 0.340475 0.164273 0.0804396 0.651184 0.250669 0.872208 0.403401 0.398382 0.393176 0.752104 0.515415 0.696232 0.249496 0.421846 0.680428 0.461719 0.54556 0.388025 0.229865 0.509377 0.389277 1.44423 0.223485 0.290541 0.216958
threshold=49.283271594150008 0.31100865245000009 0.39672464895000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.47736594710000008 0.47754558250000007 0.34551360740000009 42.686561923500008 42.719328117250008 0.34536391125000004 0.34512439750000007 41.741384785950011 0.34503457980000002 0.47604862130000009 48.86568841230001 38.969453495950006 38.121007182500009 0.34398670700000006 0.46989611090000011 39.525197829750006 42.488347682450005 0.34219035360000005 0.32388251845000005 0.47396784530000008 44.756878345700009 0.46495613905000005 0.33204095685000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 12 -11 -12 13 15 -15 16 17 18 19 20 21 29 -20 25 -25 -24 -27 -13 -29 -3
right_child=-2 7 -4 -5 -6 -7 -8 8 -10 10 11 27 -14 14 -16 -17 -18 -19 22 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.031276058341760379 -0.017459445838194393 -0.068387930235263641 0.082902049210757167 -0.024842546070898308 -0.10261361982986089 0.10688666271985975 -0.10229962397354475 0.047714972737396569 -0.00022100340509178908 -0.11903428089693209 0.10674247732150498 -0.10249587368339724 0.044451920964566745 -0.13486280152962057 0.014177997182087319 0.052838690124132608 -0.058656421796123515 -0.041517058668499966 0.079017668517833248 -0.13847630514227383 -0.099301997320262181 0.11156653143992463 0.041046327121127615 0.0021584939477326064 0.10091766955286026 -0.14074275835319217 0.083213989628830698 -0.1013613485593218 0.096939021165667619 0.0084920051195781377
leaf_weight=0.27572524477727667 1.3710964995925667 0.47156923888906721 0.49285214356495988 1.2675087451934814 0.14869441278278828 0.54684314131736755 0.13822287110815523 2.882964748889207 166.42005910242733 0.80005455162154138 0.35789471864700317 0.23860969071392901 1.6244372451328661 0.66575500176003177 0.68898193538188934 1.4952003922662687 2.3242377895512609 1.163907341659068 1.066462452028645 0.42350413700478373 0.4282037590442086 0.45988549105823029 0.7875148826278745 1.7153075921232814 0.75087506871204812 0.70709901032387257 0.48574877623468637 0.11563216452486813 0.20465375483036041 1.6564864533138459
leaf_count=13 255 102 39 5 10 3 120 15 2878 76 2 53 20 66 41 10 31 15 11 13 35 7 19 50 15 43 4 53 4 26
internal_value=3.11975e-05 0.000156883 0.0163932 0.00260307 0.0339577 0.0550939 -0.0133267 -9.10523e-05 0.000595271 -0.00632745 -0.0427351 0.0238488 -0.00263217 -0.00763422 -0.0590648 -0.00263459 -0.00930166 0.00203738 0.00769976 -0.0197816 -0.00311537 0.0127998 0.0248458 0.0118532 0.0322276 -0.0135194 -0.0495436 -0.029233 0.025347 -0.0085443
internal_weight=192.176 190.805 2.86985 2.37699 1.10949 0.960791 0.413948 187.935 169.303 18.632 1.71684 0.91679 16.9152 15.2907 1.35474 13.936 12.4408 10.1166 8.95266 3.43965 3.01614 2.58794 5.51301 4.44655 2.46618 1.98036 1.19285 0.558896 0.320286 2.12806
internal_count=4034 3779 190 151 146 136 133 3589 2893 696 188 112 508 488 107 381 371 340 325 183 170 135 142 131 65 66 47 110 57 128
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 2 0 0 0 1 1 0 1 1 2 1 1 1 0 2 0 1 2 1 2 1 0 0 0
split_gain=0.0377933 0.5636 0.37093 0.367584 1.05871 0.285766 0.237554 0.20488 1.20665 0.833575 0.809375 1.06815 0.750562 1.31873 0.670208 0.457697 0.346667 0.578926 0.837598 0.557603 0.560107 0.275035 0.601009 0.213969 0.382699 0.196704 0.187193 0.289999 0.179965 1.68398
threshold=39.011793722550003 0.56395018115000017 0.56294721715000018 38.748048509250005 38.478081868400004 33.151194885250007 38.903925214650009 0.5223196910500002 0.52366695610000014 0.52005927965000021 0.37473428940000003 0.36945001650000003 0.50086823750000009 0.36575252235000005 0.36533337325000009 38.244973486750006 0.40667944075000007 0.42209814075000007 0.42290649980000011 0.53928026105000015 36.893814626400008 0.47565941140000007 0.34398670700000006 37.999598532650005 0.33750486510000005 39.110279783550006 0.32058920395000007 0.42018203045000008 0.5223196910500002 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 9 -9 10 11 12 13 14 21 16 19 -18 -19 20 -10 22 23 24 26 -2 27 -1 29 -27
right_child=25 5 -4 -5 -6 6 -8 8 15 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.10190360013125531 -0.029704221445773241 0.067169312954270199 0.058143268446048113 0.028432666414661995 -0.079360862710549235 -0.11634094465310203 0.037911545241876191 -0.085368528008167244 0.0086224500413646359 0.077807059824837196 -0.060058905709551906 0.079060957254867947 -0.0527908860720189 0.11019569708494625 -0.061730872804240278 0.04428226324637019 -0.12311150939793687 0.062049961873507253 -0.10576529787165423 0.043298280587952181 -0.069982421436109596 0.028245037021432742 -0.11198474992266577 -0.027806884272152284 0.067791431425340928 -0.00045227333859540096 -0.075642110772212792 0.10255668001343161 0.0050690621722301252 -0.080724071539802433
leaf_weight=0.10766581904318862 2.300021852259305 0.1258071595347009 1.2562784496694792 4.8834293072577557 1.6368683256441716 0.709136922261564 0.11619805779264425 1.6827005778904993 2.78862588026095 1.6503169904462982 1.7976693409327698 1.9922804906964291 2.2003894092049441 1.1972313374280936 1.5337834283709524 2.3903934593545264 0.61172187380725507 0.75228864699602105 0.49189573552575894 2.4479021341539919 1.3431220344500614 4.0837999926880002 0.49661349449928582 1.0614114862837594 1.0304367612698113 102.7493014601605 0.37884439929985092 0.1950375996530056 44.845119341295685 2.6816344300250412
leaf_count=53 32 106 9 42 30 251 11 13 37 17 34 16 14 5 11 16 31 2 49 14 36 54 71 15 24 1466 53 3 1475 44
internal_value=2.85937e-05 0.00280833 0.00471088 0.00288454 -0.00103007 -0.0732236 -0.0946239 0.00321074 -0.00658855 0.010126 0.00317766 0.0111397 0.000125021 0.0116706 -0.00160148 0.00565639 -0.00528907 -0.0434591 -0.0042968 0.00547747 -0.0169299 0.0109397 -0.0106723 0.00746901 0.0293397 -0.00068124 -0.0287958 0.0298341 -0.000237034 -0.00249399
internal_weight=191.538 38.9618 38.0107 36.7544 31.871 0.951142 0.825335 30.2341 12.5087 17.7255 16.0752 14.2775 12.2852 10.0848 8.88759 10.8259 8.43556 1.85591 1.24418 6.57965 4.13175 7.35381 3.27001 2.7734 1.71198 152.576 0.681548 0.302703 150.276 105.431
internal_count=4034 1017 649 640 598 368 262 568 198 370 353 319 303 289 284 185 169 82 51 87 73 273 219 148 133 3017 109 56 2985 1510
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 1 1 2 0 0 0 2 2 2 2 1 1 0 0 2 1 1 0 2 2 2 0 2 2
split_gain=0.0412577 0.0885348 0.49716 0.389468 0.325185 0.265736 0.11884 0.248265 0.148668 0.225519 0.163737 0.128581 0.103995 0.0819127 0.0879854 0.179688 0.337393 0.0663421 1.32114 0.118092 0.143664 0.0901489 0.0955296 0.798544 0.244145 0.229862 0.0934041 0.213226 0.0868156 0.501083
threshold=34.883496062400006 0.36575252235000005 0.51191581090000016 0.49485045360000007 0.34398670700000006 0.51505942935000004 0.38906020780000011 0.40301188585000008 34.466665687600006 0.54386096225000014 0.5681267027500001 0.56859076075000015 33.151194885250007 35.171584490050009 36.010074051050005 36.364346611650006 0.39019789825000006 0.31060447290000009 0.39606598605000004 0.39498817400000003 44.952171034750002 0.31100865245000009 0.34219035360000005 0.45994131915000008 41.919251152600005 39.458743938000005 48.778770352700008 0.40750276940000008 39.420767558750008 39.525197829750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 12 -4 -7 -8 9 -9 -11 -12 -1 -2 -15 16 -16 18 19 20 -17 -19 23 24 25 -23 27 -26 -24 -30
right_child=13 2 5 -5 -6 6 7 8 -10 10 11 -13 -14 14 15 17 -18 21 -20 -21 -22 22 28 -25 26 -27 -28 -29 29 -31
leaf_value=-0.040451902467906357 -0.018891352054011899 -0.11739841186808238 0.10454602309210007 0.10217958983019071 -0.10762799625259099 -0.023092367132405422 0.083964787574147728 0.10421340672443678 -0.12382342590852052 -0.10556533538211076 0.10343810853348581 -0.10112619895159376 0.073285726770276491 0.016384506133122846 -0.00067384809814094579 -0.10297038145729627 -0.10895765620041434 0.019815438935927489 -0.19200995444622582 0.061771172677705155 0.031194857502256743 -0.022676996143001494 0.0049023204904671269 -0.12376652767659202 -0.001713058796185358 0.065754474177409414 -0.0038938284364295988 -0.10564863364182386 -0.048378273079993823 -1.0402875717635849e-05
leaf_weight=0.11409007039401264 2.309027159622473 0.31458218384068493 0.29944027960300479 0.47838900238275528 0.24479724999429209 0.90502121509052802 0.43427952053025343 0.16083834681194276 0.10471494513831203 0.17595672231982462 0.097171314060688019 0.044936159805615716 0.27216523606330156 3.2439849174234032 0.84502897963829926 0.11347779141033132 0.43632037176541871 2.3130057053640476 0.34190822666278098 0.63289395160973072 0.26902279909700155 0.43832402159750816 33.499049537561405 0.58210540674917854 0.48891702294349704 0.89231151598505676 2.1071427408605814 0.33102403261000291 2.1761454856459741 136.047951861814
leaf_count=63 32 8 4 11 35 12 5 2 20 24 1 140 14 77 31 123 42 16 33 13 9 34 541 36 4 24 21 49 44 2566
internal_value=3.21996e-05 0.0105671 0.000262663 0.03413 -0.0174571 0.016918 0.00327238 0.0267135 -0.0158881 0.00771258 -0.0410858 0.0387523 0.0396905 -0.00017315 6.07819e-05 -0.000230952 -0.0375463 3.43374e-05 -0.0219906 0.0352591 -0.00860841 0.000201462 -5.54848e-05 -0.0139109 0.00110833 0.0366243 -0.015037 -0.0436736 0.000335014 -0.000771887
internal_weight=190.714 3.64638 2.53694 1.10944 0.631053 2.22236 1.92292 1.0179 0.583617 0.478903 0.318064 0.142107 0.386255 187.068 184.759 181.515 1.28135 180.233 1.3573 1.01539 0.382501 178.876 176.563 4.83982 4.25772 1.33064 2.92708 0.819941 171.723 138.224
internal_count=4034 339 216 123 112 208 204 192 187 167 165 141 77 3695 3663 3586 73 3513 178 145 132 3335 3319 168 132 58 74 53 3151 2610
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 1 2 1 2 0 1 0 2 0 2 0 2 0 2 2 2 0 2 1 1 0 2 1
split_gain=0.0409184 0.0717131 0.214968 0.314192 0.180906 0.206095 0.377048 0.482492 0.121083 0.596036 0.38017 0.147663 0.12995 0.367533 0.116912 0.292333 0.196266 0.220543 0.13104 0.383976 0.208137 0.178453 0.342127 0.10998 0.10122 0.290667 0.20192 0.0802356 0.508948 0.448467
threshold=49.283271594150008 47.709122305950011 44.421469061800003 0.37331217625000007 0.39672464895000009 0.51401155655000019 0.39162001140000008 0.39193437325000008 43.752965619700007 0.34575312120000007 44.169240047700008 0.47997065955000012 0.37078231190000005 0.53866650695000018 43.525909308350002 0.49094338495000006 43.384297312450009 0.49787431515000008 43.084235337800003 0.50922128080000018 43.018222997350009 43.218894539100006 43.157831852650006 0.54064249575000012 45.295823381400005 0.35471991855000007 0.35862698720000002 0.5654770815500002 38.903925214650009 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -3 -6 -7 -8 14 11 12 -10 -11 -14 16 -16 18 -18 20 21 27 22 -20 -9 25 -5 -27 -1 -29 -30
right_child=-2 4 3 24 5 6 7 23 9 10 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00072842596972913141 -0.017193438759372969 -0.0052552517241337146 0.070007164352723236 -0.10349925338830875 0.049046099144905771 -0.073943572372641986 0.10874546070865738 0.018543862307312409 0.022297506860362058 0.043219420994412797 -0.12338416247083601 0.079151353723317858 -0.1164368990772674 0.008183256223298142 -0.077176416370014836 0.0036427291981173992 -0.0046016689447163014 0.070219017490629407 -0.10211011634094902 0.024323551925071071 0.032142090183474456 -0.01209987082213366 -0.017205157766120926 -0.10451432086755308 -0.10466334431050453 0.10290601562935749 -0.10184885928783993 -0.080862711004070137 0.057706483466530116 0.00078908966569492473
leaf_weight=158.52768031906481 1.3698173243792542 3.4441551323980084 0.20203596120700129 0.30382909707259387 1.8574527951132043 0.47054058499634244 0.43093319237232208 0.12017914076568559 0.73734027675163716 0.47838467190740663 0.29767823526708515 1.2007910199463365 0.29581422002956959 1.1834016671637071 0.68752811118247237 1.2822818127060598 0.74424066335632122 0.83703976051765494 0.8353149049980847 1.735396288870106 2.0063007603530414 2.1703775584137475 1.0990053248533511 0.18354365103732562 0.41149506881447451 0.16862219199538231 0.067419169088680064 0.56623777997310654 1.9814606281142912 4.593657489785528
leaf_count=2072 255 30 3 42 19 7 2 7 46 16 16 6 37 120 23 35 25 17 41 42 42 26 21 46 203 3 91 346 27 368
internal_value=2.75919e-05 0.000152458 -0.000215515 -0.0432502 0.0104683 0.0281505 -0.00405393 0.0407098 5.83256e-05 0.0168532 -0.0180966 0.0575219 -0.00208628 -0.0167383 -0.000339421 -0.0245658 -6.68782e-05 0.0350041 -0.000386487 -0.0151116 0.000126384 -0.0317841 -0.0538704 -0.0558218 -0.0673021 -0.0388249 0.044423 -0.000261336 0.0101074 0.0179416
internal_weight=190.29 188.92 182.413 1.1534 6.5068 3.06265 1.2052 0.734656 181.26 4.19341 2.25528 1.93813 1.9576 1.47922 177.067 1.96981 175.097 1.58128 173.515 5.84009 167.675 4.1047 1.93432 0.303723 0.951366 0.53987 0.236041 165.669 7.14136 6.57512
internal_count=4034 3779 3668 342 111 81 62 55 3326 241 189 52 173 157 3085 58 3027 42 2985 130 2855 88 62 53 339 136 94 2813 741 395
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 2 2 1 2 0 1 0 0 1 1 0 1 1 1 0 0 1 0 0 1 1 2 2 2 1
split_gain=0.0451124 1.06815 0.350527 0.245501 0.636856 1.09165 0.265516 0.257302 0.754194 1.48543 0.539595 1.43337 0.445044 0.311826 1.76375 0.492487 0.740314 0.52564 0.244537 1.23404 0.447362 1.10551 0.518551 0.288117 0.470985 0.396562 0.237508 0.248682 0.237045 0.730653
threshold=0.40509266190000009 0.41615520495000008 36.257608591500009 0.39971857130000005 0.3975479776000001 43.631818398850008 42.360359531950003 0.39408999735000005 41.436838994450007 0.52453519355000011 0.39091643965000006 0.53043322055000008 0.5296248615500001 0.39019789825000006 0.38976377950000002 0.52005927965000021 0.38370108680000009 0.38552737940000009 0.3782970569500001 0.5098649741000002 0.50339810185000011 0.37078231190000005 0.5054040298000001 0.50086823750000009 0.36575252235000005 0.36533337325000009 36.728658719300007 33.151194885250007 36.491284729650012 0.36006406990000012
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -5 10 12 -10 13 -12 -9 14 15 16 18 -17 19 20 23 22 -22 24 25 28 27 -3 -1 -30
right_child=1 26 -4 6 5 -7 -8 8 9 -11 11 -13 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.03002414506811274 0.018392020956246351 0.05563959881749217 -0.11301713404072966 0.028810308214133891 -0.10946583353860058 0.063331307618845881 -0.010342126291233595 0.075122583606852977 0.10910948847533385 -0.10606482184325483 -0.10986020156415784 0.038803353509421393 0.010787589776029616 0.022220996490149067 -0.11052249615386839 -0.017461697245910412 -0.074948768780543781 0.045982224154385506 0.025412204593415449 -0.070065162845950588 0.09226505613905539 -0.031185789723926296 0.020327567507161248 -0.031696616994880085 0.049719254412724817 -0.049679400335447106 0.0013485885921655522 -0.10713219397041709 0.00039164220403022819 -0.068815894623438387
leaf_weight=2.5781862231787036 0.24733020982239295 0.12410650535855339 1.1322201909952125 5.9425564229313732 1.2674714651930106 0.51381448830943544 2.4446478522586403 2.1190022417576975 0.46369330180459645 1.0413027734466593 1.4892494098749005 1.1488910644256973 2.1829349100589752 6.3273448213585644 1.4412135239690531 1.8307657404220652 1.3280995050445188 4.5550164612941444 3.7058389251469626 2.5082541640731497 2.1013860814273349 2.1279754771385342 1.9153538979589937 2.908459805941674 1.8869765709296178 1.6266610110178579 33.303704170801666 0.38514460802412032 97.663234181280131 1.5496782817281189
leaf_count=186 10 115 94 45 66 29 28 26 3 103 98 24 16 44 14 27 23 41 31 40 31 33 19 32 27 13 1292 154 1262 108
internal_value=2.4733e-05 -0.00320678 -0.0894577 0.000760017 -0.000193967 -0.0596223 0.0173984 0.000538622 0.0211611 -0.039769 -0.000324824 -0.0451183 0.042477 0.000543736 -0.000513556 0.000722327 -0.000695792 0.0277932 0.000122104 -0.000679848 0.000842005 0.0270894 0.0579622 -0.000648409 0.000209126 -0.000694244 0.000312213 -0.0674641 8.85577e-05 -0.00068936
internal_weight=189.861 35.1925 1.37955 154.668 146.281 1.78129 8.3872 144.5 5.80693 1.505 138.693 2.63814 4.30194 136.054 129.727 128.286 121.9 6.38578 120.572 116.866 114.358 6.14472 4.01674 108.213 105.305 103.418 33.813 0.509251 101.791 99.2129
internal_count=4034 1665 104 2369 2296 95 73 2201 148 106 2053 122 42 1931 1887 1873 1805 68 1782 1751 1711 83 50 1628 1596 1569 1561 269 1556 1370
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 1 1 2 0 0 0 2 2 2 2 1 0 2 1 0 0 1 1 0 1 0 0 0 0
split_gain=0.048224 0.0854248 0.351226 0.428096 0.295195 0.236227 0.106286 0.217502 0.14019 0.1854 0.158137 0.103498 0.0909079 0.0826214 0.0661622 0.153634 0.301935 0.071883 0.30621 0.0576396 0.527357 0.473078 0.148227 0.0930722 0.178495 0.153606 0.157944 0.0748096 0.16545 0.0992289
threshold=34.883496062400006 0.49485045360000007 0.36575252235000005 0.51191581090000016 0.34398670700000006 0.51505942935000004 0.38906020780000011 0.40301188585000008 34.466665687600006 0.54386096225000014 0.5681267027500001 0.56859076075000015 33.151194885250007 35.171584490050009 36.010074051050005 36.364346611650006 0.39019789825000006 0.50086823750000009 35.782584506850007 0.46280051495000007 0.56065686655000013 0.56439926950000008 0.46476153410000004 0.45280081435000008 0.56341127510000011 0.45368402140000008 0.58415915690000009 0.56719858685000013 0.5681267027500001 0.59734738480000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -5 -7 -8 9 -9 -11 -12 -1 -2 17 16 -16 -15 -19 23 -21 -22 -23 -17 -25 -26 -27 -24 -29 -30
right_child=13 2 3 5 -6 6 7 8 -10 10 11 -13 -14 14 15 19 -18 18 -20 20 21 22 27 24 25 26 -28 28 29 -31
leaf_value=-0.039505156548412676 -0.019101288538773964 0.10201988424093932 -0.11589305600300222 0.1044924274673176 -0.10666707883416056 -0.018316677906364161 0.082914505144832729 0.10302458436940176 -0.12198138448710412 -0.10472976588392234 0.10317943941501911 -0.10083636650818298 0.068167896641726206 0.032357202046321455 -0.0015263044708647747 9.1203333194432047e-05 -0.10795150724263541 -0.042362240566687796 0.038588286208574227 -0.11767846946319101 0.092112662305906381 0.092059471594185593 -0.12119475996016296 -0.10945247353790431 0.0084811377709847931 -0.10244874370183976 0.014980020773536058 0.10265058610085226 -0.10360115332817282 0.027725138279561919
leaf_weight=0.11360919749858966 2.2839725951234859 0.43251531384885344 0.26446305750869248 0.28063552081584964 0.24668971204772561 0.91071788850240387 0.4221234917640686 0.1445920024998486 0.09723476072667836 0.15301072709553409 0.090311802923679352 0.03431354797817221 0.25310674356296659 1.304685917348251 0.83556045377190347 175.16819891509567 0.39147549102204948 0.85608684427188553 1.0288864327962981 0.23989509359307604 0.80319698597304501 0.086256230250000954 0.11364963836967945 0.20911587119735386 1.1572182562085798 0.3052541427023242 0.18332915872088051 0.076067380607128143 0.19119647112438543 0.082301844278845238
leaf_count=63 32 11 6 4 37 12 5 2 20 24 1 140 14 31 31 2717 42 33 13 8 9 5 2 19 9 101 43 1 125 474
internal_value=1.85916e-05 0.0117445 0.0190776 0.00411399 -0.0220866 0.0189937 0.00604006 0.0295983 -0.0137273 0.0112025 -0.0366181 0.047007 0.0348106 -0.000199284 3.65847e-05 -0.000216617 -0.0354804 0.0143129 0.00182348 2.56342e-05 0.0189651 0.0431988 -0.0283018 -0.000144752 -0.0224271 -0.0113696 -0.0583864 -0.0507145 -0.0278002 -0.0640821
internal_weight=188.76 3.44332 2.82992 2.3974 0.613406 2.13294 1.8523 0.941586 0.519463 0.422228 0.277636 0.124625 0.366716 185.316 183.032 179.843 1.22704 3.18966 1.88497 178.616 1.59256 1.35267 0.549472 177.023 1.85492 1.6458 0.488583 0.463215 0.349566 0.273498
internal_count=4034 339 225 214 114 208 204 192 187 167 165 141 77 3695 3663 3586 73 77 46 3513 624 616 607 2889 172 153 144 602 600 599
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 1 1 2 0 0 0 2 1 2 1 0 2 0 2 1 1 0 2 2 2 2 2 0 2
split_gain=0.0417824 0.0741833 0.320731 0.378908 0.263814 0.215921 0.0914598 0.187122 0.124108 0.166282 0.142457 0.0934144 0.0772912 0.100561 0.066022 0.0549534 1.09741 0.307503 0.268683 0.129416 0.0769181 0.126873 0.67344 0.14541 0.137911 0.245607 0.1909 0.199964 0.112449 0.238183
threshold=34.883496062400006 0.49485045360000007 0.36575252235000005 0.51191581090000016 0.34398670700000006 0.51505942935000004 0.38906020780000011 0.40301188585000008 34.466665687600006 0.54386096225000014 0.5681267027500001 0.56859076075000015 33.151194885250007 0.31100865245000009 35.171584490050009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 44.952171034750002 0.31100865245000009 0.34219035360000005 0.45994131915000008 48.86568841230001 39.458743938000005 41.919251152600005 48.778770352700008 48.226196960950006 0.46739618575000003 43.572676689450006
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -5 -7 -8 9 -9 -11 -12 13 -1 -2 16 17 18 19 -16 -17 22 23 24 -22 -26 27 -27 29 -23
right_child=14 2 3 5 -6 6 7 8 -10 10 11 -13 -14 -15 15 20 -18 -19 -20 -21 21 28 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.10122420563767554 -0.016976486899440098 0.10182605678388131 -0.11422315266116914 0.10405774516665789 -0.10601198307633337 -0.016407604248091349 0.079410066736561008 0.10204574796705368 -0.1195023942099725 -0.10427779605070669 0.10286774543916827 -0.10075687879675738 0.064395572296113396 -0.1014721745029552 -0.1028794385660369 0.018382969471840659 -0.17776469044178064 -0.10249594461512215 0.10584830575795415 0.029860896221888384 -0.031760534119643996 -0.10140347921484572 -0.12149252589678444 -0.035092521145291371 0.061665833760782197 -0.10506898854211144 0.025202707146350613 -0.0010621067282022645 0.00024308630753217317 0.069138517831730986
leaf_weight=0.036129854619502466 2.3113188548672943 0.39206308498978648 0.24261477316031266 0.25493621081113849 0.2245230223157364 0.91478795069269814 0.39795675128698349 0.13202449562959373 0.089712487603037516 0.13901934170280583 0.081952489912509918 0.031071430831616453 0.24175044754520059 0.07588051941638696 0.10440222310717107 2.2914995006285599 0.33061361289583147 0.14232611283659935 0.4735478013753891 0.24772829003632069 0.71783623172450406 0.096905776859783965 0.53763876143784717 1.0732616931200025 0.85850486846175056 0.29692106597940426 1.0228887721896172 0.48976682126522064 173.59150963466459 0.52862155350157991
leaf_count=1 32 11 6 4 37 12 5 2 20 24 1 140 14 62 123 16 33 10 3 9 55 138 36 17 24 49 4 4 3082 60
internal_value=1.62259e-05 0.0112487 0.018267 0.00392404 -0.0212301 0.0179651 0.00567971 0.0288578 -0.0136041 0.0111322 -0.0364899 0.0468893 0.0325788 -0.0360908 -0.000181247 3.11071e-05 -0.0204668 0.033257 0.0566574 -0.00949493 0.000177763 -5.50156e-05 -0.0157658 -0.00301843 0.00714835 0.0176166 -0.00328133 -0.0403176 0.000395594 0.0427184
internal_weight=188.37 3.25442 2.67614 2.28408 0.578284 2.04146 1.78652 0.871737 0.47378 0.384068 0.252043 0.113024 0.353761 0.11201 185.115 182.804 1.29862 0.968004 0.825678 0.352131 181.505 179.214 4.99682 4.45918 3.38592 2.66808 1.80958 0.786688 174.217 0.625527
internal_count=4034 339 225 214 114 208 204 192 187 167 165 141 77 63 3695 3663 178 145 135 132 3485 3469 189 153 136 81 57 53 3280 198
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 2 2 0 2 2 2 2 1 1 0 1 1 0 1 0 1 2 1 1 0 0 1 2 1
split_gain=0.0387693 0.464841 0.418575 0.292957 0.219255 0.303534 0.209113 0.56765 1.10608 0.295406 0.284623 0.472607 0.990141 0.315957 0.293199 0.182627 0.407868 0.354212 0.936837 0.953599 0.294543 0.222556 0.650759 0.246953 0.173388 0.169695 0.598014 0.414579 0.463596 0.658917
threshold=0.56341127510000011 0.4301667614500001 0.56294721715000018 0.43099009015000006 0.55832160710000012 0.45206730335000006 38.625745710700009 38.969453495950006 0.5654770815500002 37.627645350900004 42.536568606950006 42.283941020600004 40.890797847750008 0.43837010870000009 0.44805544745000009 0.55538756325000016 0.43590012275000006 0.42953803780000005 0.54797760550000019 0.43401395170000007 0.54499865270000014 0.42473279245000012 41.942745071500006 0.42114008565000011 0.4445375887000001 0.54300769440000007 0.5398790455000001 0.41911918805000009 37.784765830350004 0.41804137600000008
decision_type=2 2 2 2 2 2 2 2 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 -3 15 -6 9 -8 -9 -5 11 12 13 -10 -12 17 -17 21 19 -19 -21 23 -23 25 -15 26 -1 28 -27 -30
right_child=1 3 -4 6 5 -7 7 8 10 -11 14 -13 -14 24 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00086401729528480487 -0.1262728157911906 0.094743556022983552 0.054603256369714186 -0.012412852124382631 -0.061506259020460176 0.019064558455517744 0.10762175952741504 -0.12124251209449094 0.1042040511819361 -0.12204806914847698 -0.11235523392469404 0.072492711903654125 -0.091214585737163484 -0.055684730830696798 -0.0085668034451180375 -0.021738703977825315 0.062117557159422056 -0.11254122537128142 -0.11560748323814692 0.10463109774961671 0.0081977268152005449 -0.025967036816046275 0.074529739905893941 -0.030126795962067437 0.025049900336103992 0.034828038705106562 -0.037761763550122819 0.049059497666239106 -0.096179305436475182 0.0084093650998493374
leaf_weight=153.09849292609928 0.3115990263686389 0.30210714787244697 1.4109916908200819 0.83883465435616134 1.3081468379386927 0.72766828653402615 0.46555346554805321 0.7524893624940886 0.47411601804196912 0.3476069046878365 0.32979468120356603 1.2377939006400991 0.88612434283822938 0.30391143995802883 1.5581715560165319 0.98359407912357655 1.4136765694784115 0.48097826906086938 0.95573415485705471 0.58829538975078299 0.68615278217475861 1.1675612812396132 1.4378436697807044 2.6702447987918267 2.1330522286516498 1.9490762541827269 4.1160274132562327 2.4374217363074422 0.94730592159794502 1.6542865242809055
leaf_count=2374 35 3 15 275 42 15 15 25 12 67 47 30 153 8 362 40 16 24 32 55 6 22 34 32 151 25 37 20 48 14
internal_value=1.42807e-05 -0.00606325 0.000353642 -0.00217343 -7.97443e-05 -0.0327076 -0.00531248 0.000403534 -0.00609977 -0.0445341 0.00641563 0.0188318 0.00133963 0.0295129 -0.0266968 0.000300721 0.0277115 -8.09003e-05 -0.0359407 0.00743352 0.0527121 0.000492753 0.0294941 3.99516e-05 0.0149816 0.00053052 -0.000147243 0.0157785 -0.00204744 -0.029674
internal_weight=187.975 9.94115 178.033 9.62956 176.623 2.03582 9.32745 8.14101 7.67545 1.18644 6.92296 5.035 3.7972 2.91108 1.88797 174.587 2.39727 172.189 2.71116 1.75543 1.27445 169.478 2.6054 166.873 2.43696 164.203 157.215 6.98809 4.55067 2.60159
internal_count=4034 1183 2851 1148 2836 57 1145 803 788 342 763 354 324 171 409 2779 56 2723 117 85 61 2606 56 2550 159 2518 2411 107 87 62
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 1 1 2 0 1 1 1 2 2 0 1 0 2 2 0 0 0 1 0 0 0 0 2 1 1
split_gain=0.0425266 0.628118 0.636263 0.587667 0.936759 0.540333 0.440778 0.839456 0.80539 0.363667 0.306525 0.599724 0.588079 1.33627 0.310722 0.281315 0.218789 0.409511 0.251788 0.821971 0.929359 0.417252 0.282561 1.27738 0.796381 0.661248 1.46391 0.589564 0.470499 1.7443
threshold=0.48597347385000006 0.34587287805000005 0.34527409360000011 0.35651627195000007 43.426640904350009 0.34739977845000009 0.36006406990000012 41.319407281650008 0.49649711085000009 0.36491422415000008 0.34608245260000009 0.3459626957000001 41.806790701050012 39.792680591700012 0.48386275860000011 0.34587287805000005 0.49880243110000005 37.445036092900004 35.419594101850009 0.50086823750000009 0.50465554925000011 0.50008981770000005 0.37286308795000006 0.51401155655000019 0.50339810185000011 0.51675099550000014 0.52005927965000021 40.137820134150012 0.38976377950000002 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 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 10 -5 -3 7 -7 -9 -8 11 14 13 -12 15 -1 17 -11 19 -18 -21 -20 24 27 -23 -25 -27 -24 -28 -30
right_child=1 5 -4 4 -6 6 9 8 -10 16 12 -13 -14 -15 -16 -17 18 -19 21 20 -22 22 23 25 -26 26 28 -29 29 -31
leaf_value=-0.00088455271907998765 -0.0018531158501809059 -0.036719343767011858 0.070417999893188282 -0.13507931085800676 0.035870601668469039 0.083998128243874426 -0.039868715491577562 -0.029183946641685478 0.047891202429487335 -0.092210202345251555 -0.041963043069617255 -0.054866570314225774 -0.0017719469670972579 0.10683419757488542 -0.035341535762142148 0.036246820688838936 0.10879588731146994 0.011653996340095712 -0.071689913134614744 -0.17559343268319672 0.017382870361268062 -0.024024848348850748 -0.017521679417052748 0.044162520349350247 0.047001053800679746 -0.13258456240895594 0.029025887802921015 -0.10255372865910856 -0.1155493652749434 0.00092864018705676027
leaf_weight=68.453683019693813 2.3039321247488251 3.9252994470298281 2.5848868228495121 0.80905794160093936 0.53087794189923443 1.8015239927917708 2.3228843286633483 3.0287097655236721 2.4544140417128801 0.71823422983288654 0.91527582120397655 2.1283150734379879 5.0385458243254106 1.772025503683835 2.5453563034534445 2.1030646031140341 0.91165128722786803 0.80515096438557521 0.81139028685902204 0.27176323780440759 3.0545952483197425 2.5454913452267638 1.5421873707236948 3.4463599529844933 4.1562898827251047 0.83198407744202896 5.4490461066889102 1.7301753010856371 1.3154004886746395 56.903821455899731
leaf_count=1091 27 27 22 73 72 45 32 18 31 9 25 15 46 34 27 16 5 34 12 4 240 19 31 25 39 25 57 64 12 1857
internal_value=1.26022e-05 0.00137665 0.0363591 -0.00165273 -0.0673495 -0.000368016 0.00114833 0.0247754 0.00531725 -0.000834181 -0.000591571 -0.00253955 0.0183769 0.0561549 -0.00101609 0.000222211 0.000238951 -0.0373151 0.000928468 0.0246724 0.00161672 -0.000349623 0.000393244 -0.00145401 0.0200238 0.00148506 -0.000795274 -0.0624801 0.000926881 -0.00170305
internal_weight=187.211 102.915 4.88882 84.2962 1.33994 98.0264 94.1011 7.28465 5.48312 86.8164 82.9563 75.2304 7.72585 2.6873 73.1021 70.5567 84.4935 1.52339 82.9702 4.23801 3.32636 78.7321 77.9208 71.219 6.70178 67.9466 64.5003 3.27236 63.6683 58.2192
internal_count=4034 2635 49 1399 145 2586 2559 94 49 2465 1254 1149 105 59 1134 1107 2433 43 2390 249 244 2141 2129 2071 58 1976 1951 95 1926 1869
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 0 2 1 0 0 2 2 2 0 0 0 2 0
split_gain=0.0475029 0.387606 0.338762 0.408632 0.598365 0.563492 0.51023 0.324974 0.265962 0.500496 0.484492 0.597779 1.20774 3.55407 0.654857 0.721068 0.808961 0.495788 0.377048 0.349965 1.99258 0.610417 0.343825 0.312652 0.308926 0.422352 0.325164 0.524964 0.265676 0.255117
threshold=39.458743938000005 39.525197829750006 0.33750486510000005 0.34674111555000003 0.35738450945000005 0.47883296910000012 0.34440585610000002 0.34452561300000012 0.49830843385000007 0.36491422415000008 0.36533337325000009 0.36575252235000005 0.50086823750000009 0.36945001650000003 0.37078231190000005 0.37413550490000008 0.37473428940000003 0.51401155655000019 39.110279783550006 0.39072183470000005 0.52770875125000016 0.5231430197000001 39.337369931850013 37.038444968100009 38.969453495950006 0.56395018115000017 0.53866650695000018 0.52925062125000011 38.539340721750001 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 29 -8 23 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 21 -21 -19 -20 -6 25 26 27 -22 -29 -4
right_child=1 -3 3 4 8 -7 7 -9 9 10 11 12 13 14 15 16 17 18 22 20 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.058871835642160336 -0.051239442865155777 -0.00032256656604587233 -0.0011981071131500964 -0.066130730830273377 -0.012789518920541415 0.074046258046612398 0.0024931259194897661 -0.1056038978597001 -0.056077023603769399 0.053319685966746744 -0.074812955573700851 0.10872403892595801 -0.22702437420350174 0.1040978448896825 -0.11248325563829105 0.1130679134885227 -0.083829405378382474 0.041679316876687203 0.062369767968839966 -0.15612889708303537 0.022301919896854889 -0.015529224319534294 -0.006145405989190075 0.063177011151441906 -0.053519282718145947 -0.071046301329822453 0.020517558387624753 -0.086881840801642143 -0.010656913215848326 0.052870853061085979
leaf_weight=0.87037464312379498 1.5111323748424172 140.81078071741285 1.6496637603559059 1.3168079163904156 0.85781781130981416 1.8448482602834699 0.56924040625028716 0.54379197246097988 1.5071281511336554 1.7979545444250131 1.0346597582101846 1.032907366752627 0.68102417475893418 0.64167736098170536 0.54026659531519072 0.66551297903061168 0.66499188407033472 4.197775397449738 1.9209007811041368 0.87981646886328135 1.8273513130843606 3.3563863784074783 1.1838009122948276 1.4704924548932465 1.0168196668000735 0.70732367906623572 7.5414361472212477 1.0354776146123184 0.81884917616844166 1.8527436479926107
leaf_count=128 32 2878 28 34 29 15 6 37 17 10 8 5 8 6 9 3 19 37 32 41 18 19 21 27 26 362 119 36 7 17
internal_value=2.48348e-05 -0.000863187 0.0028954 0.00414109 5.83842e-05 0.0273326 0.00866056 -0.0503196 0.00252185 0.000220675 0.00291042 -0.000136395 0.0025546 -0.0014073 0.00428381 0.00185374 0.0042465 0.001367 0.00368078 -0.00104783 -0.0105042 0.016261 0.0362454 0.0351887 -0.00060843 0.00390111 0.00862458 -0.0157366 -0.0532218 0.0274039
internal_weight=186.35 142.322 44.0278 43.1575 36.6972 6.46029 4.61544 1.11303 35.3804 33.0521 31.5449 29.747 28.7123 27.6794 26.9984 26.3567 25.8164 25.1509 24.4859 21.3812 13.8271 7.55416 3.1047 2.32831 12.9473 11.9304 11.2231 3.68168 1.85433 3.50241
internal_count=4034 2910 1124 996 893 103 88 43 859 803 786 776 768 763 755 749 740 737 718 665 609 56 53 56 568 542 180 61 43 45
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 1 1 0 0 0 0 0 2 1 2 2 2 1 2 0 0 0 1 2 0 1 1 0 1
split_gain=0.0526983 0.0751716 0.31181 0.0698848 0.121523 0.173084 0.279671 0.128307 0.12807 0.12199 0.119381 0.0725545 0.0675475 0.0905067 0.0665831 0.0577358 0.0748675 0.145405 0.259135 0.0722723 0.0613171 1.35245 0.877389 0.69032 0.529956 2.72886 0.770091 0.657828 0.527798 0.520448
threshold=34.883496062400006 35.171584490050009 35.419594101850009 33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.36575252235000005 0.52453519355000011 0.5681267027500001 0.49830843385000007 0.56859076075000015 0.50706565670000014 34.654301448200009 0.33992994225000006 35.782584506850007 36.010074051050005 36.364346611650006 0.39019789825000006 36.620308449100001 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.38733870245000007 38.244973486750006 0.52889135055000014 0.38976377950000002 0.39072183470000005 0.51505942935000004 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -7 10 -8 -10 14 -11 -5 -14 -1 -4 -17 18 -18 -19 21 28 -22 -23 25 -24 -26 -28 -21 -27
right_child=1 2 15 12 5 6 8 -9 9 11 -12 -13 13 -15 -16 16 17 19 -20 20 22 23 24 -25 26 29 27 -29 -30 -31
leaf_value=0.011506403102185751 -0.018399527223399968 0.070375260772882503 -0.025317768360183214 0.051746920155505784 0.10120671790301586 -0.11377329702783544 0.10301706227181628 -0.11076316644715456 -0.10408321116902758 0.10276415654683389 0.10165530686018553 -0.10073039134195581 0.039870709064822839 -0.014206630881917716 -0.10468609485400744 0.021810616158286 -0.0040500740591797374 0.020871212065728378 -0.10709258126781734 -0.0007531264104437594 0.042197763733789091 -0.12746629200394086 -0.16176246739258632 -0.028570889716719724 0.065512206479276219 0.051614565251732997 -0.079197366097098307 0.001252901480025355 0.050702400104395355 -0.020926854782554107
leaf_weight=0.10257094144617374 2.2388410580040263 0.6280577229354084 0.91108503860846113 0.6302433491218834 0.19116981886327267 0.1739792600274086 0.17193397134542465 0.18424894518102519 0.086034472304163501 0.079151466488838196 0.078137600794434547 0.022502059836256194 0.59086787304454425 0.64991159567443901 0.094992814888229304 1.5487764164531643 0.79226704050961305 1.6373170737165299 0.35271137474757097 111.06928718066638 5.0609699381457167 1.1871306986722623 1.232643196126445 1.740916737239331 1.8341083654231614 1.6355123727116732 1.0398384183645237 45.058804720849366 2.029873998835682 2.5020525961094791
leaf_count=61 32 16 31 29 6 3 2 8 22 1 2 123 40 11 31 30 31 31 42 1613 40 17 26 33 26 19 9 1539 12 148
internal_value=2.95879e-05 -0.000188478 3.77028e-05 0.0130533 -0.00595156 0.0195623 -0.00968797 -0.0461552 0.0406668 -0.0164499 -0.00297823 0.0577185 0.025087 0.0115454 -0.0443614 -0.000208221 -8.02179e-05 -0.000271579 -0.0357924 -4.05331e-05 -0.000236869 -0.00156677 0.00240698 -0.0686665 -0.00137105 -0.0311607 0.00196647 -0.0005618 0.000170384 0.00774759
internal_weight=185.556 182.5 180.261 3.05574 1.18472 0.724771 0.533601 0.45995 0.359622 0.187688 0.275701 0.101654 1.87102 1.24078 0.197564 179.633 178.722 177.173 1.14498 176.028 174.391 116.027 58.3639 2.92805 53.303 5.37021 47.9328 46.0986 113.099 4.13756
internal_count=4034 3695 3663 339 259 157 151 102 148 146 94 124 80 51 92 3647 3616 3586 73 3513 3482 1675 1807 50 1767 193 1574 1548 1625 167
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 0 0 2 0 1 1 0 1 1 0 2 1 2 0 1 2 2 1 1 0 1 2 0
split_gain=0.0466182 0.219601 0.408759 0.217046 0.277266 0.276964 0.305342 0.232432 1.20374 1.62737 0.356906 0.642977 0.832187 0.462077 0.985634 0.504139 0.292654 0.326688 0.387721 0.393132 0.222108 0.440711 0.213003 0.178684 0.371256 0.251592 0.249721 0.159362 0.149758 0.140319
threshold=39.011793722550003 38.748048509250005 38.478081868400004 0.42780156285000009 0.42209814075000007 0.56294721715000018 0.56395018115000017 0.5231430197000001 0.52770875125000016 37.038444968100009 0.52005927965000021 0.37473428940000003 0.36945001650000003 0.50086823750000009 0.36575252235000005 0.36533337325000009 0.52925062125000011 37.311503175250003 0.39542229275000007 35.782584506850007 0.47565941140000007 0.34398670700000006 33.151194885250007 37.999598532650005 0.33204095685000007 0.32058920395000007 0.42018203045000008 0.36042334060000009 39.110279783550006 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 10 9 -9 11 12 13 14 15 20 -10 18 -18 -20 21 23 -8 24 25 26 -1 -22 -2 -30
right_child=28 -3 -4 5 -6 6 22 8 16 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10174942567438312 -0.026646308880896852 0.023309642375509726 -0.044087149876733983 -0.1055175763600999 0.054695837958040006 0.030097573985800759 0.068599299170212902 0.0094719091517273396 0.044336889070396512 -0.16879716096142064 0.046898595804550143 -0.059071478308945373 0.075979303310887342 -0.039859427130499087 0.10786921431353616 -0.052576787837565066 0.0062463705840921299 0.022180014350859693 -0.0096149006816472239 -0.12652750936630697 0.048028800010482632 -0.098631638483011153 -0.10581787877774662 -0.024153318960681684 0.064286361514653806 -0.10923805406327357 0.10229786857285701 0.0075297995654919894 -0.0023567535128521198 0.0044211464953657752
leaf_weight=0.093084826839928136 2.2002483756496067 4.7429383049511662 1.9524154372215878 0.39274382810981379 1.0902533268090326 0.75731767900288083 0.08613745212107915 1.0539981767069533 1.8212584387511013 0.99594830570276816 2.2909224391914895 1.4371345938925504 1.7321223942562927 2.1764808668522155 0.94959679245948869 1.4805679433047769 1.5225918032228949 2.7557404167018831 0.5511043496080672 0.60157614240597468 1.9223017399199309 0.46045077319655536 0.37414445144617048 1.0570682824109097 1.0207469273591412 0.2594204880806501 0.16863933578133583 1.9646467417478559 103.82823870738457 43.274613259248781
leaf_count=53 32 62 47 43 14 6 105 20 16 20 22 33 16 14 5 11 10 28 23 25 34 71 224 15 29 48 3 20 1510 1475
internal_value=2.61551e-05 0.00327184 0.000202966 0.00318314 0.00527965 -0.0324963 -0.00894282 0.00323232 -0.00947759 -0.0771385 0.0101817 0.00446816 0.0113416 0.00165062 0.0112859 0.000402359 0.00964763 -0.00198521 -0.0268773 -0.0706308 0.0116945 -0.00846081 -0.0731773 0.00751452 0.0292249 -0.0394487 0.0297264 0.0275587 -0.00075017 -0.000362836
internal_weight=185.014 35.7114 30.9684 29.016 27.4057 1.61034 1.2176 26.3154 9.30222 2.04995 17.0132 14.7223 13.2851 11.553 9.37652 8.42693 7.25227 5.43101 2.67527 1.15268 6.94636 3.05941 0.460282 2.59896 1.54189 0.521145 0.261724 3.88695 149.303 147.103
internal_count=4034 1017 955 908 530 378 335 516 142 40 374 352 319 303 289 284 102 86 58 48 273 219 329 148 133 104 56 54 3017 2985
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 2 0 1 0 1 0 2 0 0 2 0 2 1 2 1 0 1 2 2 0 2 0 0 2
split_gain=0.0526574 0.080289 0.0904565 0.11316 0.251979 0.0694359 0.219671 0.0687488 0.290032 0.263188 0.215968 0.195323 0.0912555 0.114362 0.254249 0.175284 0.18058 0.0599264 0.0853197 0.0578453 0.0512235 0.437508 0.47095 0.113457 0.103085 0.66053 0.0805431 0.547539 2.36838 0.428768
threshold=34.883496062400006 35.171584490050009 36.010074051050005 36.364346611650006 0.39019789825000006 0.50086823750000009 35.782584506850007 0.49485045360000007 0.36575252235000005 0.51191581090000016 0.34398670700000006 0.51505942935000004 34.41230404325001 0.51675099550000014 0.52005927965000021 30.317390213800007 0.5681267027500001 33.151194885250007 0.31100865245000009 36.620308449100001 0.46280051495000007 0.56065686655000013 0.4662734648500001 42.522337019050006 37.038444968100009 0.50278434775000014 38.400997490450003 0.5231430197000001 0.52770875125000016 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 5 4 -4 -3 -7 10 -9 -10 17 -11 13 -13 -15 -16 -17 18 -1 -5 24 -22 -23 -24 25 -21 27 -26 -29 -30
right_child=1 2 3 19 -6 6 -8 8 9 11 -12 12 -14 14 15 16 -18 -19 -20 20 21 22 23 -25 26 -27 -28 28 29 -31
leaf_value=0.10104724251081741 -0.019184671111597103 0.035294534020452906 -0.0016850492890673259 0.019065545839899764 -0.10656285208652648 -0.03556481104900186 0.035720635359743388 0.10196472159338864 -0.10885899043431897 0.10348540283489255 -0.10512188167029518 -0.11306560053563874 0.026776102556792719 0.10288735119005886 0.08165750189869149 -0.10683311060160239 0.056831046960988812 0.060841098447157342 -0.10124583871430259 -0.066643815208722298 -0.11495953860342456 0.07688257730285962 -0.1039029415624828 0.046688998504748606 0.026087783461885672 0.027510274219949567 -0.0006863584810001583 -0.15996216982251266 -0.0063120447715990999 0.057427442595256284
leaf_weight=0.031015375629066866 2.1979449218938489 1.2473688650279648 0.79223377212474477 1.5694688659102656 0.32227484452300814 0.77036495287848061 0.98502418798261715 0.36865207552909884 0.18290310041629743 0.22833133675158013 0.18759036197985779 0.11365887150168397 0.87620082882699535 0.16495700180530548 0.094055730353943545 0.30314611359790433 0.086695931142799054 0.21098085027188063 0.063606670311855851 1.4665717486168426 0.20858165842582721 0.91713498975150265 0.22203907758148489 0.064580871756334091 7.1980961071931215 1.5145996099599868 155.96766333255118 0.94714381376979861 3.6434354876109865 1.4857351080572696
leaf_count=1 32 31 31 31 42 33 13 11 6 4 37 2 27 2 76 26 71 14 62 22 7 19 316 274 99 41 2584 19 89 12
internal_value=2.58663e-05 -0.000188141 4.46982e-05 -0.0002484 -0.0320118 0.0172552 0.00443651 0.013367 0.0203057 0.00562061 -0.0206601 0.0168355 0.00476206 -0.0205342 -0.00432559 -0.0408736 -0.0704363 0.0311856 -0.0349379 -4.63471e-05 -0.000219097 0.0187476 0.0419158 -0.0699717 -0.000374636 -0.0188083 -4.9929e-05 0.0074278 -0.0146771 0.012151
internal_weight=184.432 181.52 179.322 176.32 1.11451 3.00276 1.75539 2.91179 2.4186 2.04995 0.493193 1.86705 1.63871 0.762514 0.648855 0.483898 0.389842 0.305603 0.094622 175.205 173.636 1.41234 1.20375 0.28662 172.223 2.98117 169.242 13.2744 6.07631 5.12917
internal_count=4034 3695 3663 3586 73 77 46 339 225 214 114 208 204 177 175 173 97 77 63 3513 3482 616 609 590 2866 63 2803 219 120 101
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 2 0 2 2 2 0 1 2 0 1 2 1 2 2 2 1 0 1 1 2 0 2 1 0 2
split_gain=0.0486702 0.962809 0.206142 0.771067 0.648146 0.622338 0.510288 1.47137 0.623231 0.48063 0.39136 0.570943 0.684347 0.41844 1.0855 0.380588 0.434318 0.348865 1.15054 0.808239 0.320801 0.713288 0.275643 0.267814 0.265621 0.236583 0.229998 0.223385 0.209703 0.204812
threshold=0.40509266190000009 0.41615520495000008 41.827117825850003 42.233786329550007 0.42114008565000011 41.218101594450012 0.5654770815500002 43.077238082650005 42.536568606950006 41.035283712600005 0.56719858685000013 0.41853537320000006 38.903925214650009 0.54228915300000013 0.43590012275000006 38.903925214650009 0.43837010870000009 40.636252116050009 40.241071441700008 39.952536079750011 0.43401395170000007 0.5519595221500001 0.43967246490000006 0.44805544745000009 43.487767439550005 0.56188437470000008 33.151194885250007 0.43639411995000005 0.56915960600000015 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 5 -4 -5 9 7 -6 28 10 11 -3 13 -13 -15 26 -17 18 19 -14 -7 -22 -23 -10 -9 -24 -12 -26 -8 -2
right_child=1 2 3 4 6 20 8 24 23 -11 15 12 17 14 -16 16 -18 -19 -20 -21 21 22 25 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00079313099964836145 -0.01059069609232095 0.01713484789469584 0.068448655654541751 0.096956030293654419 -0.12084133406003172 -0.11663922102432991 0.11191521270228073 0.088623399618897258 -0.11115599800220387 0.040457149662112404 0.090769657185000213 0.057923014473887771 -0.078233073025352429 -0.11314141773622988 0.032567672897469153 0.10624018068541803 0.016367252219111474 -0.016880673003828527 -0.14315497134446456 0.019230998382341255 0.11106974274782017 -0.11881917523032084 0.1045638373651574 -0.0084574640386250819 -0.10728249445400356 -0.10213219995635324 -0.11499918118604924 0.066841356673408084 0.027647181848750636 -0.11219477470476957
leaf_weight=150.23000887786426 0.25031935275910544 4.8938476518087688 1.951578885938942 0.56987392484279542 1.2793091860116876 0.67491211534070217 0.56160767376422904 0.56336451007518906 0.30313706345805247 2.5695488866040241 0.067513859554309774 1.3099518640665331 1.6612904085195608 0.73920154210645739 1.6581607207626801 0.68526462092995677 2.4972470023071764 3.8456390897626989 1.1728968047536907 1.7441056254319844 0.27134770154952981 0.5148998461663723 0.12622556090354919 1.5641279903838947 0.16225998016261656 0.098656858659524005 0.27797264451106685 0.13495980720472289 0.62279827327438397 0.95646273193551679
leaf_count=2369 16 34 54 15 34 16 2 6 49 28 103 12 48 63 28 13 176 27 16 24 1 8 1 362 72 68 231 29 41 88
internal_value=2.242e-05 -0.0034104 -0.00015579 0.0141228 -0.004279 -0.00459502 -0.0153915 -0.0528311 0.0108619 -0.000318139 -0.00541587 -0.0116974 -0.0233286 0.0124739 -0.0123602 0.0248972 0.0357189 -0.0390851 -0.0577361 -0.0283159 -0.0632488 -0.0276116 -0.078479 -0.0251298 0.0482701 0.0138854 -0.0747885 -0.0282174 0.0676044 -0.0911193
internal_weight=183.958 33.7285 32.5217 7.71302 5.76144 24.8087 5.19156 2.13989 3.05167 23.1226 20.5531 17.0251 12.1312 3.70731 2.39736 3.528 3.18251 8.42393 4.57829 3.4054 1.68604 1.01113 0.739782 1.86727 0.860584 0.224882 0.345487 0.29722 1.18441 1.20678
internal_count=4034 1665 1561 664 610 897 595 141 454 803 775 252 218 103 91 523 189 115 88 72 94 78 77 411 107 69 334 101 43 104
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 1 1 1 2 0 0 0 1 0 1 1 0 1 2 1 2 0 2 2 1 1 1 0
split_gain=0.0459098 0.0633863 0.0729267 0.0953999 0.22434 0.0722183 0.0606624 0.26429 0.19338 0.0674905 0.184709 0.194996 0.101517 0.0667801 0.0595258 0.0585574 0.105494 0.0519236 0.383259 0.415345 0.100558 0.079755 0.332323 0.341698 0.384811 0.340372 0.143343 0.164748 0.222704 0.265693
threshold=34.883496062400006 35.171584490050009 36.010074051050005 36.364346611650006 0.36533337325000009 0.39019789825000006 0.49485045360000007 0.36575252235000005 0.34398670700000006 0.38906020780000011 34.654301448200009 0.54386096225000014 0.5681267027500001 0.56859076075000015 0.38780276035000005 0.42314601355000009 0.31100865245000009 0.46280051495000007 0.56065686655000013 0.4662734648500001 42.522337019050006 0.45206730335000006 38.804080188450008 0.56859076075000015 40.844669808050007 39.458743938000005 0.44922307715000004 0.43929822460000006 0.44805544745000009 0.57537199485000012
decision_type=2 2 2 2 2 2 2 2 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 14 4 -4 -6 8 -8 15 -9 11 -11 -13 -14 -3 16 -1 21 -19 -20 -21 26 -23 24 -24 -25 27 -5 29 -29
right_child=1 2 3 17 5 -7 7 9 -10 10 -12 12 13 -15 -16 -17 -18 18 19 20 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.10132202886219746 -0.016977946660581535 0.02656717100817977 0.021168122407604417 9.3527368212024904e-05 -0.036780714144215083 -0.10592629867502677 0.10177550535069556 -0.0090343964989963964 -0.10462553203488878 0.082486593729396374 -0.11663599533641843 -0.10317115955174748 0.10200926990206252 -0.10045146433735389 -0.0025858410737396686 0.063886855605434723 -0.10567802158416306 -0.11259151239331244 0.073887251914798002 -0.10360769180535134 0.042093121542824796 0.035152173937536724 -0.12735998302371668 0.039188899550622505 -0.019008807349626865 -0.070265864649046661 0.023007888006909782 -0.1091819513468876 -4.2916629597173977e-05 0.0036288555946728074
leaf_weight=0.03894167765974943 2.2187212343548017 1.8524840580430457 0.48124266356899059 164.32240301913544 0.31133924424648285 0.29339026547603453 0.33389872498810325 1.2078591102617791 0.17063197345095205 0.45561296248342831 0.077070644778814312 0.10603453253861517 0.058390021324157715 0.022596365145432173 1.1261687229005017 0.18299951474182308 0.066942792431291309 0.18855767213972185 0.88818347221240379 0.20076971568119006 0.061996193114282505 0.9641842737255496 0.61232258757809199 0.86178974577342138 0.70535898176376577 0.42383651381533127 2.6903865704807677 0.54836263609831726 1.1935080560979259 0.33712880910661625
leaf_count=1 32 38 28 2569 3 42 11 21 37 8 8 24 1 152 39 18 58 8 19 323 274 30 24 15 73 44 44 47 13 30
internal_value=1.46246e-05 -0.000179961 2.93471e-05 -0.000234615 -0.0297816 -0.0703274 0.0129071 0.0196377 -0.0202168 0.00540955 0.0296504 0.0471944 -0.0387829 0.0455198 0.015545 0.02964 -0.0295485 -5.02044e-05 0.0195622 0.0412127 -0.0692315 -0.00020236 -0.014999 -0.0335735 -0.0693593 0.0031046 0.00010982 -0.000260397 -0.0282343 -0.066232
internal_weight=183.003 180.282 178.063 175.085 1.08597 0.60473 2.72098 2.26146 0.459516 1.92756 0.719705 0.642634 0.187021 0.0809864 2.97865 0.288884 0.105884 173.999 1.33951 1.15095 0.262766 172.659 3.56749 2.60331 1.31768 1.28563 169.092 166.401 2.079 0.885491
internal_count=4034 3695 3663 3586 73 45 339 225 114 214 193 185 177 153 77 77 59 3513 624 616 597 2889 186 156 97 59 2703 2659 90 77
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 1 2 2 1 2 1 0 1 1 0 2 2 0 1 0 1 0 0 2 1 2 1 2 2 2
split_gain=0.0399041 0.863877 0.24282 0.19659 0.196468 0.56448 0.914065 1.13903 0.586739 0.444122 0.434144 1.29733 0.295963 1.35778 0.421649 0.289252 0.231211 0.181137 0.606725 0.360279 0.891647 0.548542 1.12873 0.727635 0.638842 0.263445 1.63355 0.932049 0.431501 0.429579
threshold=0.40509266190000009 0.41615520495000008 36.257608591500009 36.728658719300007 0.39971857130000005 0.39587138110000003 36.79544512155001 43.631818398850008 0.39408999735000005 43.680097826700013 0.39091643965000006 0.53043322055000008 0.39019789825000006 0.38976377950000002 0.5216909673500002 49.835088602800006 42.360359531950003 0.51675099550000014 0.38733870245000007 0.51401155655000019 0.37473428940000003 0.50706565670000014 0.50339810185000011 41.605323437500005 0.37078231190000005 38.625745710700009 0.36160593995000007 39.952536079750011 38.903925214650009 36.364346611650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 8 -7 -8 10 -9 12 -12 13 14 17 -11 -6 19 -19 20 21 22 25 -24 -23 29 28 -28 -27 -1
right_child=1 3 -4 -5 16 6 7 9 -10 15 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.015154048789270156 0.015259806913583555 -0.074769283351793836 -0.11065834614384938 0.00073666672547716963 0.026647205737778762 0.057249544700041816 -0.11083924120725919 0.11149228349186693 0.039722209416562015 -0.10968109633468147 -0.10886934550066914 0.036816725093279538 0.022510349279613134 -0.099989573579927549 0.033928247807672028 0.089174332944647716 -0.010025834646504535 -0.067436015091469043 0.018999666750080486 0.030152912938677463 -0.064731540119894279 0.0015497910170525584 0.014125493453899483 0.10508884705152047 -0.10871186829213784 -0.060346039455154966 -0.22374766458729961 -0.054596215717421764 0.00027663175772278182 0.026673227507801558
leaf_weight=3.5481913986781688 0.18346000678138696 0.34869489039613455 0.92686265290376468 31.073924533010768 5.7737903928209544 0.73496907635126207 1.8449654590313005 0.38143270649015892 3.7678957489224549 0.22889592240971979 1.3297649889318557 1.1312210617179514 5.8329948743339619 1.3578039593994606 3.6736647407233241 0.10750204231590033 2.448074795458524 1.6069162227795453 1.6418333649635313 3.8790849349461487 2.1430295501486389 1.1213584206998342 1.866066948976367 1.6631534993648527 0.98882831371156488 1.1892565541202191 0.45190224144607682 1.1669298796350629 92.22741394888908 7.9725811062107823
leaf_count=198 10 269 94 1292 45 13 96 2 38 88 98 24 44 14 40 6 28 25 20 27 47 10 19 27 34 13 9 56 1234 114
internal_value=1.06285e-05 -0.00316436 -0.0898527 -0.000101218 0.000698876 -0.000172176 -0.0410612 -0.0692552 0.000800995 0.037624 -0.000286985 -0.041903 0.000486957 -0.000528572 0.000550606 -0.0461333 0.0157277 -0.000458876 -0.0237537 0.00018129 -0.000835535 0.000384931 0.00135301 0.0569922 -0.0501186 -0.000489797 -0.00222102 -0.101815 -0.000495135 0.0137912
internal_weight=182.612 32.5329 1.11032 31.4226 150.08 141.858 3.29777 2.5628 138.56 0.717831 134.792 2.46099 132.331 126.498 125.14 0.336398 8.22187 121.467 3.24875 118.218 114.339 112.196 110.085 3.52922 2.11019 106.556 95.0355 1.61883 93.4167 11.5208
internal_count=4034 1665 104 1561 2369 2296 205 192 2091 96 2053 122 1931 1887 1873 94 73 1833 45 1788 1761 1714 1670 46 44 1624 1312 65 1247 312
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 0 1 0 0 1 1 2 0 0 0 2 1 1 0 2 0 0 2 0 0 0 0 0
split_gain=0.0435459 0.0525268 0.0638381 0.0733249 0.177496 0.130736 0.0609233 0.0494161 0.244383 0.222074 0.182553 0.175651 0.0872501 0.172186 0.162423 0.0997585 0.0582893 0.0521952 0.0741538 0.0453471 0.927482 0.272867 0.247351 0.126846 0.0691815 0.5485 0.347176 0.712687 0.540428 0.244561
threshold=34.883496062400006 35.171584490050009 36.010074051050005 36.364346611650006 0.36533337325000009 36.124181380200007 0.38780276035000005 0.49485045360000007 0.36575252235000005 0.51191581090000016 0.51505942935000004 0.34398670700000006 0.38906020780000011 34.654301448200009 0.54386096225000014 0.5681267027500001 0.56859076075000015 33.151194885250007 0.31100865245000009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 43.752965619700007 0.39606598605000004 0.50889194935000015 0.48386275860000011 0.53158588065000012 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 6 4 -4 -6 -3 11 -9 -10 -11 17 -12 14 -14 -16 -17 18 -1 20 21 22 23 -5 -21 -26 27 29 -28 -27
right_child=1 2 3 19 5 -7 -8 8 9 10 12 -13 13 -15 15 16 -18 -19 -20 24 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.10090084778220826 -0.015454226084595136 0.02578115457258371 0.019261497423074717 0.031255621012370748 -0.013990187073587027 -0.10756705502501054 -0.0038254355032651768 0.10163004980408533 -0.10754399585288923 0.10303830666627199 -0.017937036587055925 -0.10411351842207349 0.081983968501786242 -0.11525532638686453 -0.10288746028650171 0.10195527305278074 -0.10037930141651344 0.058647842184450197 -0.10114026976898281 -0.00048550370563198294 -0.16586530143329731 -0.10224610633535702 0.10527659086465523 -0.10188586682945185 -0.12527340260597827 0.014654989427382581 -0.12287093507086916 0.079997984451624746 -0.00092903027226724332 -0.040357798022331408
leaf_weight=0.026757355779408853 2.2252370145037039 1.8371646474624861 0.47628447069291613 0.23860247316770145 0.28765586385270581 0.31040706999695544 1.117993097924227 0.30707618128508363 0.15934431298228435 0.21071967668831337 0.83202986721880712 0.15287862189481416 0.41929751518182456 0.071993944567338986 0.093860606415546499 0.056881144642829895 0.018991850824249923 0.19013207405805588 0.056574866532173473 159.71419893014763 0.31888497796899173 0.12870592065155506 0.43190793693065643 0.10220943314925535 0.30305489338934322 5.7505215960554761 0.42349888615899489 1.6672686207648437 2.562707004267395 0.94021510845050205
leaf_count=1 32 38 28 13 12 33 39 11 6 4 12 37 7 8 24 1 152 14 62 2458 33 10 3 119 6 151 190 56 456 18
internal_value=4.9388e-07 -0.000186181 6.19117e-06 -0.000241823 -0.0262857 -0.0625585 0.0145804 0.0128577 0.0189723 0.00534876 0.015907 -0.0182671 0.00360985 0.0307308 0.0485739 -0.0339599 0.0513087 0.0297248 -0.0362664 -7.96956e-05 -0.0192884 0.0325641 0.0550183 -0.00867349 5.70949e-05 0.00749753 0.0110444 0.0215012 -0.0182226 0.00692432
internal_weight=181.433 178.837 176.611 173.656 1.07435 0.598063 2.95516 2.59654 2.1702 1.86312 1.70377 0.426343 1.49305 0.661025 0.589031 0.169734 0.075873 0.273464 0.0833322 172.582 1.22031 0.901426 0.77272 0.340812 171.361 11.6473 11.3442 8.35801 2.98621 6.69074
internal_count=4034 3695 3663 3586 73 45 77 339 225 214 208 114 204 192 184 177 153 77 63 3513 178 145 135 132 3335 877 871 225 646 169
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 0 0 2 1 2 0 2 0 2 0 1 0 2 2 2 0 0 2 2 1 2 0 1 1 2
split_gain=0.0375535 0.072121 0.0714847 0.222507 0.215886 0.282945 0.204218 0.107143 0.504314 0.322332 0.124314 0.0997702 0.268852 0.162395 0.187138 0.107655 0.574427 0.181278 0.216921 0.361017 0.841316 0.521071 0.437716 0.354221 0.139299 0.100256 0.344741 0.231022 0.594354 0.169762
threshold=49.283271594150008 0.55609113500000007 47.709122305950011 48.457543166250012 44.421469061800003 0.37331217625000007 0.39672464895000009 43.752965619700007 0.34575312120000007 44.169240047700008 0.47997065955000012 43.525909308350002 0.49094338495000006 43.384297312450009 0.49787431515000008 0.34311846950000008 0.47565941140000007 35.171584490050009 37.198331469900005 37.999598532650005 0.46989611090000011 0.46898296455000005 39.458743938000005 41.898943182100005 0.34398670700000006 43.084235337800003 0.48797940185000005 0.34494476210000008 0.34527409360000011 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 -6 -5 11 10 -10 -9 13 -13 15 -15 16 17 -1 -19 -20 21 22 -21 -24 -17 29 27 -27 -29 -26
right_child=1 -3 3 6 5 -7 -8 8 9 -11 -12 12 -14 14 -16 24 -18 18 19 20 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.05626897364019319 -0.023804926630578919 0.057927634278374086 0.053291371789812761 -0.014589193161670126 0.065956567338193342 -0.07117772645502711 0.025511846170472932 0.02177379433687145 -0.0023342710313551097 -0.12028257647699095 0.07491958571199768 -0.074311331096704167 0.0050837700262824975 -0.0020748787904198169 0.069279040190347099 0.02355694540761382 -0.14913106875202203 -0.082659576700457649 0.070558325277326153 -0.11292548676938685 -0.13712614966065315 0.11374933131660869 0.039127348331150502 -0.1043539603415915 -0.00026002828086190533 -0.009399479730006606 0.0057981261423822907 0.0016856292319873179 -0.14316819768901454 0.029739149494558439
leaf_weight=0.41790888991454211 1.2295337930681842 0.11835448231158796 1.02279688317867 3.0193910086527467 0.18382055172696599 0.82893764455070595 2.1917955102289852 0.71836009945764034 1.8588766952616427 0.26468877043225791 1.1363869011402128 0.66568323111641703 1.1870660757995208 0.74828159526077687 0.72240805550245568 2.4720697533339253 0.30221403967880167 0.40020047015787019 0.52958036135532927 0.36108772376610465 0.4928293921984731 0.3828201942378654 0.95025898602034409 0.21010455469695444 151.16950504646582 0.96000941918464322 3.4723709578684065 0.52821915340609826 0.61080976635912521 1.9101890231322602
leaf_count=80 92 163 39 28 3 339 44 46 173 16 6 23 35 25 17 15 5 33 17 22 6 12 61 81 2502 14 59 6 39 33
internal_value=1.15265e-06 -0.0166282 0.000125873 0.0106469 -0.000252189 -0.0462872 0.00227708 1.81298e-05 0.0162387 -0.0170358 0.0543357 -0.000364854 -0.0234425 -0.000108272 0.0329744 -0.000402843 -0.0165116 -0.00580892 -0.0136069 -0.00416447 -0.0206726 0.00946578 -0.0167735 0.0131475 1.76863e-06 -0.000365263 -0.0135421 -0.045536 -0.0759929 0.000114313
internal_weight=181.067 1.34789 179.719 6.23398 173.485 1.01276 5.21119 172.472 3.97831 2.12357 1.85475 168.494 1.85275 166.641 1.47069 165.17 4.047 3.74479 3.32688 2.92668 2.3971 1.90427 1.52145 1.16036 161.123 158.651 5.57141 2.09904 1.13903 153.08
internal_count=4034 255 3779 111 3668 342 72 3326 241 189 52 3085 58 3027 42 2985 317 312 232 199 182 176 164 142 2668 2653 118 59 45 2535
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 2 0 2 2 1 1 1 0 1 0 1 1 1 1 2 1 0 1 1 1 0 0 0 0
split_gain=0.0379341 0.775314 0.32968 0.677471 0.26523 0.248854 1.15663 0.862549 0.700476 0.597155 0.353579 0.830999 0.481978 0.636151 0.510711 1.0112 0.580108 0.441619 0.367875 0.44826 0.31688 0.271676 0.790444 0.838596 0.927139 0.820355 0.338436 1.10508 0.206834 0.583295
threshold=41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.48200652675000005 0.47883296910000012 40.750688432250008 0.47916230050000003 40.377444152000002 39.861052345600008 0.34488488370000009 0.34512439750000007 0.3453339720000001 0.48068920095000006 0.34569324270000007 0.48447651265000008 0.35862698720000002 0.34739977845000009 0.36491422415000008 0.36533337325000009 40.467253020850002 0.36575252235000005 0.50086823750000009 0.36945001650000003 0.37003383130000006 0.37413550490000008 0.51401155655000019 0.51505942935000004 0.47700667645000011 0.47464147780000004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 8 -7 9 28 -9 -12 -13 -14 -15 -16 17 -17 -18 -20 -10 -21 -23 -24 -25 -26 -27 -28 29 -1
right_child=2 -3 -4 -5 -6 7 -8 10 20 -11 11 12 13 14 15 16 18 -19 19 21 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.0050735445002670528 -0.021523901628783971 0.06067305605298743 0.00060703540566551205 -0.071515176786310156 0.017513046378379988 0.079112831208302731 -0.12006113786019308 0.027345123720982929 0.099116435528810248 -0.058208085813065337 -0.074378454033785277 0.060875216016931522 -0.048919265577164549 0.037879977204403337 -0.067794822865686791 -0.00044692289186735171 -0.036435190445823794 0.076876658351989841 0.0519264416901173 -0.041851443708821219 0.020536157899539546 0.076889079479564124 -0.093833659657964155 0.10609251449866458 -0.066032552167394662 -0.044897496487828453 0.11191576829331709 0.00074678702989919483 -0.025097247944377961 0.088778785128013391
leaf_weight=4.335754552332924 4.1663155072892533 2.155313956704048 77.281766276067856 1.9643754708558843 2.9892467446625233 1.4309638999402512 0.93003236975346304 4.6947191506624213 0.70306670252466696 2.5566727468685713 1.5101049654185761 1.3018427174538363 2.6153523717075577 3.6208579763770095 2.1714472987314357 1.2761587351560586 2.7269040038809171 1.7535693612881003 1.6881600618362416 1.5364986844360817 1.9000503252846099 1.3308336675399903 0.95846733057987776 0.81940232589840789 1.8748573858756561 1.5259060779499112 0.91253867000341315 44.454123453055303 2.6643729265779257 0.78158800490200508
leaf_count=247 26 31 2102 42 32 6 28 24 7 26 9 12 19 16 18 12 36 44 10 12 73 17 9 7 33 29 4 1074 21 8
internal_value=-1.56122e-06 0.00138611 -0.00151495 -0.0194965 -0.00521616 -1.70571e-06 -0.0123456 0.00218784 -0.00460468 -0.0162788 0.000754022 -0.000977983 0.000592759 -0.000540255 0.00135815 -0.000739942 0.00165264 0.044307 -0.000582126 0.00119222 0.0417596 -0.000411287 0.000816113 -0.00118685 0.000603925 -0.00116852 0.00142487 0.00298292 -0.002503 0.00926082
internal_weight=180.631 94.2296 86.4017 9.11994 7.15556 92.0742 13.8715 78.2027 12.9415 10.3384 76.7717 72.077 70.5669 69.2651 66.6497 63.0289 60.8574 3.02973 57.8277 55.1008 2.60312 53.4126 51.8761 50.5453 49.5868 48.7674 46.8926 45.3667 7.78172 5.11734
internal_count=4034 1832 2202 100 58 1801 410 1391 382 302 1385 1361 1352 1340 1321 1305 1287 56 1231 1195 80 1185 1173 1156 1147 1140 1107 1078 276 255
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 2 0 2 0 1 1 1 1 2 0 1 0 2 0 1 0 1 2 2 1 1 1 1 0
split_gain=0.0368124 0.422993 0.328921 0.228899 0.193848 0.188764 0.43661 0.457045 0.235682 0.440038 0.350862 0.336162 0.479497 0.236836 0.229076 0.173328 0.236552 0.167621 0.678838 0.510258 0.366454 0.362136 0.443952 0.451348 0.408689 0.196357 0.461907 0.430022 0.826851 0.371937
threshold=0.56341127510000011 0.4301667614500001 0.56294721715000018 0.43099009015000006 0.4349121284000001 38.625745710700009 38.748048509250005 0.5654770815500002 42.536568606950006 0.56719858685000013 0.43724738780000011 0.43837010870000009 0.45036076765000005 0.44805544745000009 37.627645350900004 0.55832160710000012 0.45206730335000006 0.55257327625000008 41.092444989200011 0.55677973715000018 0.41236789315000005 0.54646567465000018 0.42651417625000004 39.184300550350009 41.942745071500006 0.42780156285000009 0.42114008565000011 0.42922367590000005 0.43401395170000007 0.54429508100000012
decision_type=2 2 2 2 2 2 2 2 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 15 -3 -5 14 -7 -8 9 -9 -11 -12 -13 -10 -6 17 -17 21 19 20 -19 25 23 -23 -25 26 29 -27 -29 -1
right_child=1 3 -4 4 5 6 7 8 13 10 11 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00011290141910335374 -0.12504703295914252 0.090482025862446039 0.049913435738933705 -0.066257893764585185 -0.011393043323443507 0.11484084080680378 -0.1003302700121162 0.10344307115683576 -0.11017378794278741 -0.12517423983098375 0.10321817888227099 -0.065738311584458517 0.023938885085025535 -0.0094628512204896556 -0.11716381324371244 -0.056512165193587219 0.018239607252618455 0.0013894390151270087 0.077143560184491658 0.031481226616008814 -0.11458373335484884 0.078610759528846427 -0.086651418046025483 -0.10752195002083925 0.018382674719816691 0.10516668825040996 -0.041514460730522652 -0.11014784408305725 0.048966523281079442 0.0409561912230893
leaf_weight=154.31764885227469 0.28983647944551094 0.2582754734903564 1.3284626659005869 0.48820259468629856 0.70243879471376924 0.34052024686752691 0.43521343644533761 0.53139946050941933 0.27470571455069137 0.19249489903450046 0.37389000691473517 0.77490704820957068 2.5859994172637926 1.5568629889567089 0.28900823763979133 1.2110920884588257 0.65083038632292289 0.50467981398105599 1.3749666826806786 1.2945705725287551 0.59213886117504444 0.47219829969981164 1.0694437539204953 0.47584911203011848 0.56267251855933864 0.56665575905935783 2.6352290296053971 0.45581391889163558 1.152038217809604 2.2622892824001601
leaf_count=2434 35 3 15 18 265 3 22 4 47 2 12 26 317 362 67 42 15 2 36 18 49 14 15 18 25 17 30 34 61 26
internal_value=1.83746e-05 -0.00618131 0.000348214 -0.00226809 -0.00507128 -0.00136397 0.00436939 -0.00122393 0.00563308 0.0180392 0.00648327 0.013269 0.00326247 -0.0245679 -0.0422254 -4.00302e-05 -0.0303829 0.000296785 0.0211547 -0.0110369 -0.0612209 -0.000182318 -0.0373502 -0.00244978 -0.0393066 0.000411891 4.25413e-06 0.0302587 0.0038588 0.000703011
internal_weight=180.02 9.09375 170.927 8.80392 8.54564 8.05744 7.06599 6.72547 6.29026 4.45869 3.92729 3.7348 3.36091 1.83157 0.991447 169.598 1.86192 167.736 3.76636 2.39139 1.09682 163.97 2.58016 1.51072 1.03852 161.39 159.215 2.17451 1.60785 156.58
internal_count=4034 1183 2851 1148 1145 1127 795 792 770 361 357 355 343 409 332 2836 57 2779 105 69 51 2674 72 57 43 2602 2490 112 95 2460
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 0 2 2 2 2 2 0 1 2 2 1 2 1 1 2 1 1 0 2 1 0 2 1 2
split_gain=0.0338758 0.667148 0.36276 0.215942 1.152 0.501977 0.50092 0.49914 1.12818 0.351268 0.782135 0.488743 0.517546 0.340422 0.293552 0.494784 0.336896 0.244558 0.204119 0.193747 0.189274 0.161568 0.207506 0.211411 0.102211 0.101184 0.857949 0.579991 0.444016 0.276094
threshold=0.4778150355000001 0.47808448850000007 0.47736594710000008 41.147265497500008 0.47700667645000011 39.952536079750011 0.47464147780000004 41.571132012400007 41.741384785950011 41.806790701050012 42.488347682450005 42.719328117250008 0.46898296455000005 0.32388251845000005 38.969453495950006 38.121007182500009 0.34398670700000006 41.898943182100005 0.34219035360000005 0.35862698720000002 50.205949521800008 0.33204095685000007 0.32058920395000007 0.42018203045000008 41.481306584950012 0.34515433670000012 0.4815274992000001 41.035283712600005 0.34527409360000011 41.50623664750001
decision_type=2 2 2 2 2 2 2 2 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 6 14 -5 -9 -10 17 -12 18 -7 15 16 21 -11 -13 -20 -21 22 23 -1 -4 26 27 -3 -27 -28
right_child=1 25 24 7 -6 13 -8 8 9 10 11 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 28 29 -29 -30 -31
leaf_value=-0.1015228607737613 -0.077195229461955159 -0.010690275676879933 0.01189776663448459 0.041989024311713599 -0.11779872598960049 0.052187046019362575 0.084296952523602198 -0.13391975201041931 0.057700867567204439 0.001577824590173323 0.05949754292399613 -0.00097477013587396542 -0.085046547415491489 -0.14248376350533531 0.035236346064966749 -0.13060291827395074 -0.089988362132331093 -0.11149822144342159 0.10799092297063667 -0.10107473771895799 0.10268430264602464 0.021919416088429063 -0.10835522740444309 0.10208972927348461 0.035315282811298691 0.025480471997361795 0.035393484116249284 -0.068095552654954483 -0.000475690163800513 -0.0037764995703151883
leaf_weight=0.081286851716875552 1.1280565410852421 4.9559616073966009 4.3962610438466063 2.6968253917439133 0.99458941817283619 0.11747300702700147 0.74279269948601712 0.64867703428899304 1.0201541727874417 0.25004734044341492 1.4241500969401366 6.0430047830532203 0.71985811300692137 0.38172688840131741 1.2984562862548044 0.36604456016721076 0.41062795786248774 0.81364216359179409 0.3456940580435911 0.11178652343005524 0.076984353363513947 1.8068384495563803 0.24144447205799224 0.13683417998254299 3.2356820832937956 6.9482157342135897 3.8170677721500397 2.7292727414751425 128.00979965922056 3.4044695533812046
leaf_count=59 18 31 18 29 9 19 8 18 8 10 24 192 97 83 17 16 73 73 4 75 1 31 48 3 30 41 20 24 2929 26
internal_value=1.59966e-05 -0.000579626 0.00318708 -0.00367536 -0.0186453 -0.000983171 0.00841208 0.00328353 -0.00582962 0.00186003 -0.00396167 0.00591179 -0.00454603 -0.0966733 -0.00457106 -0.0215566 -0.00664608 -0.0849168 0.00426419 0.0634992 -0.0179779 0.00845391 -0.0444874 0.0262097 0.021826 -2.92776e-06 -0.00782125 -0.0310767 0.000860644 0.0169275
internal_weight=179.354 150.993 28.3609 20.7289 6.57811 5.58353 5.08433 14.1508 11.454 10.8053 9.78517 8.72148 7.29733 0.4992 4.34153 3.04308 2.67703 1.06369 6.57747 0.534465 0.188771 2.2664 0.459566 0.218121 7.63194 149.865 14.9068 7.68523 134.958 7.22154
internal_count=4034 3089 945 897 366 357 255 531 502 484 476 393 369 102 247 230 214 83 272 80 76 141 110 62 48 3071 101 55 2970 46
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 0 2 0 2 2 2 0 1 1 2 1 0 0 1 0 2 0 2 2 0 2 2 2 2 1
split_gain=0.0355194 0.0698955 0.201853 0.571218 0.241693 0.230785 0.119481 0.0690871 0.075639 0.0739156 0.197185 0.137983 0.104424 0.341725 0.0889191 0.447434 0.191056 0.393675 0.280084 0.264644 0.0900467 0.245822 0.145782 0.0772242 0.335389 0.192665 0.282151 0.143096 0.0760926 0.192295
threshold=49.283271594150008 0.31100865245000009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 44.952171034750002 0.39672464895000009 48.778770352700008 44.421469061800003 47.709122305950011 0.54228915300000013 0.35862698720000002 0.35471991855000007 43.752965619700007 0.34527409360000011 0.4778150355000001 0.48637765340000011 0.36160593995000007 0.53866650695000018 43.525909308350002 0.49094338495000006 43.384297312450009 43.084235337800003 0.50922128080000018 43.218894539100006 43.157831852650006 43.018222997350009 42.899217095850013 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3 9 14 12 -12 13 -11 20 -16 -17 -18 -19 -20 22 -22 23 27 25 26 -25 28 -9 -30
right_child=-2 7 -4 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 16 17 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.1028947413184433 -0.016226314562437696 -0.02097958714512841 0.04450061957628032 -0.11944291900682952 -0.10199791444395218 0.10482036078126192 0.030967086117765781 3.6361954185528294e-07 0.020755548497978352 -0.10347262695072533 -0.029765839780749832 0.049083340741930638 -0.1042152278939798 0.10225677716541559 0.069914210692710713 0.044860910753313277 -0.11751072047719642 0.10203390250078248 -0.082309327894535933 0.0087300629821867905 -0.072610631556026567 0.0044921078357223034 0.03215684300915244 -0.09979846224483753 0.026915227503471906 -0.0073436231821633439 -0.01893995861405217 0.027398951571551616 0.013753496692673778 -0.054630828929752497
leaf_weight=0.095808345383374238 1.3369022633942211 1.5705462906425953 1.2738997528795153 0.35281536916590994 0.11504237540066242 0.39800557494163513 0.21930551994591951 153.89832538433592 1.7530222316199786 0.21095425327075534 0.45221348476479761 0.4358369754791056 0.32013477202553986 0.13080097362399101 1.0737163357553066 0.58095401967875693 0.34608517400920424 0.2297209920361637 0.43824549379041844 1.1764782114150873 0.63481433095876028 1.1861257680429842 1.3954792785516463 0.72741537615820506 1.5830088636575963 2.1369852128955245 1.06100810668795 1.897641664079855 0.7951561046502309 0.85158677012213957
leaf_count=123 255 54 10 35 10 3 9 2642 32 48 14 34 265 3 11 12 8 7 45 126 15 35 32 34 42 23 20 33 11 43
internal_value=1.24183e-05 0.000134835 0.0168913 -0.0128904 0.0325034 0.0542015 -0.00973274 -0.000100375 8.88273e-05 -0.000122345 -0.0218614 0.00893172 -0.0631761 -0.0247332 7.58415e-05 0.0151097 -0.00612243 -0.0196438 -0.0012804 -0.0159786 -0.000272049 -0.0223874 -2.70143e-05 -0.00030263 -0.0119411 -0.0276108 -0.051828 0.000104563 -0.000228427 -0.0216104
internal_weight=178.678 177.341 2.45488 1.18098 0.828162 0.713119 0.315114 174.886 173.316 171.563 1.54994 0.88805 0.66189 0.341755 170.013 3.8452 2.77148 2.19053 1.84444 1.61472 166.168 1.82094 164.347 162.951 5.50842 3.92541 1.78842 157.443 155.545 1.64674
internal_count=4034 3779 190 180 145 135 132 3589 3535 3503 364 48 316 51 3139 209 198 186 178 171 2930 50 2880 2848 119 77 54 2729 2696 54
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 1 1 1 1 1 1 1 2 0 1 0 0 0 1 1 2 1 0 1 0 2 2 2 2
split_gain=0.0343629 0.276315 0.246107 0.458056 0.455058 0.381253 0.375482 0.317094 0.341633 0.337475 0.533551 0.402092 0.767279 0.533556 0.418125 0.358378 1.79841 0.339421 0.263779 0.22467 0.218511 0.213314 0.50265 2.1859 1.01576 0.576931 0.459338 0.455056 0.312761 0.195044
threshold=39.420767558750008 0.33750486510000005 0.34674111555000003 0.35738450945000005 0.47883296910000012 0.36042334060000009 0.34440585610000002 0.36491422415000008 0.36533337325000009 0.36945001650000003 0.37078231190000005 0.37413550490000008 0.37473428940000003 39.110279783550006 0.51401155655000019 0.39072183470000005 0.52770875125000016 0.5231430197000001 0.46898296455000005 0.34452561300000012 0.39476362980000007 39.896141435400004 0.34524415440000006 0.48447651265000008 0.37003383130000006 0.5223196910500002 39.685256516350002 40.040005255000004 40.137820134150012 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 18 -7 -9 -10 -11 -12 -13 14 -14 17 -17 -16 -3 -8 -15 22 -2 -24 -25 -26 -27 -23 -29 -18
right_child=21 2 3 5 -6 7 19 8 9 10 11 12 13 20 15 16 29 -19 -20 -21 -22 27 23 24 25 26 -28 28 -30 -31
leaf_value=-0.058929151481180067 0.020513189353478484 -0.0069365544946914937 -0.058838950687381902 0.076004708791227005 0.068570221189934541 -0.037440788473622817 -0.0014166120162592553 0.047993793857540934 -0.030535749946030106 0.10336087985273301 -0.076267876723704942 0.10884373481494841 -0.083516714812123249 0.076348596254809387 0.037810722380264561 -0.15825913948907408 0.0026033323838531904 -0.0068619461798658373 0.050795981632345479 -0.093164495642323264 0.014382459646933779 0.030791821625857859 -0.15694615303663934 0.064359960776588052 -0.07490421579687051 0.019141563401629012 -0.050496794756454813 -0.036975067158837215 -1.6229762031176373e-05 -0.044466583520421737
leaf_weight=0.71612977531911681 3.1433026078157118 1.52924036537297 1.2553369674582189 0.69494465461912369 1.5774830561131237 1.9959476871163158 0.5543196179417007 1.6473208516836191 3.000953825714535 0.53936938196420925 0.62654099753126757 0.68924385309219616 0.6323363040064639 1.2217836976051324 3.7409919463098076 0.77716713651898217 10.854228299238766 3.1186924390494823 1.6402747728861866 0.51475512685395586 1.0652088456754425 4.7606338426558059 1.1129804619122277 1.5839749388396738 1.7035726830363271 2.6520331185206487 1.4734278499558966 2.3341469754777782 120.20614047336608 0.95803201223498113
leaf_count=127 21 28 34 29 14 28 6 10 25 6 12 4 24 8 37 41 542 19 17 37 35 63 12 14 27 51 35 30 2672 26
internal_value=1.07131e-05 0.00261945 0.00376033 0.000400368 0.0227194 0.00275648 0.00565508 0.0011074 0.00377228 0.0010965 0.00501528 0.00277562 0.00492345 0.00172133 -0.0034907 -0.00088887 -0.0109089 0.0175007 0.022941 -0.0455928 0.0474867 -0.000727969 -0.0136682 -0.02627 -0.00665041 -0.0259467 -0.0057301 0.000458225 -0.000720222 -0.00121427
internal_weight=178.321 39.3503 38.6342 32.8181 5.81607 31.5628 4.23859 30.8678 28.8719 27.2245 24.2236 23.6842 23.0577 22.3684 20.0814 19.4491 12.5894 6.85968 3.16952 1.06907 2.28699 138.97 11.6693 8.52599 7.41301 5.82903 4.12546 127.301 122.54 11.8123
internal_count=4034 1109 982 880 102 846 88 817 789 779 754 748 736 732 689 665 609 56 45 43 43 2925 160 139 127 113 86 2765 2702 568
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 1 2 0 1 1 1 2 0 2 1 1 1 1 1 2 2 0 2 0 2 0 0 2 1 2
split_gain=0.0406724 0.557946 1.40008 1.00928 0.781869 0.335507 0.2264 0.205625 0.262022 0.160394 0.212301 0.10942 0.0994382 0.0468074 0.685782 0.726835 1.24966 0.488514 0.431725 0.392487 0.054266 0.131977 0.0715728 0.0456965 0.042695 0.459889 0.541913 0.194486 0.55451 0.110648
threshold=36.010074051050005 0.49880243110000005 0.36533337325000009 0.50008981770000005 0.50465554925000011 0.39670967935000007 34.466665687600006 0.49485045360000007 0.34398670700000006 0.33204095685000007 0.32058920395000007 34.41230404325001 0.5681267027500001 37.038444968100009 0.36491422415000008 0.38976377950000002 0.39736834230000012 0.3975479776000001 0.46280051495000007 36.491284729650012 37.311503175250003 0.52676566570000005 37.445036092900004 0.56859076075000015 37.828051409500013 0.52284362740000012 0.54942965780000008 38.064633603500006 0.37347684200000003 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 -6 11 8 9 10 -1 12 -7 14 19 -16 -17 -18 -19 -2 21 -15 -22 -14 25 -24 -27 28 -26 -29
right_child=13 3 -4 4 5 6 -8 -9 -10 -11 -12 -13 23 20 15 16 17 18 -20 -21 22 -23 24 -25 27 26 -28 29 -30 -31
leaf_value=0.049689717362858758 -0.01055581422953503 0.10841977417027659 -0.20182616658129568 -0.082989445568002668 0.031503878484310098 -0.10261899579678757 -0.11193581019027299 0.10111077080797204 -0.10804458970606723 0.079077832303579954 -0.10835933988300911 0.0996969746088682 0.10178131424377038 0.0370966256569321 0.034999088741918274 -0.14229594344459151 0.11478022665230048 -0.10590929638213904 0.10219330405347604 -0.14591335069623432 -0.026072926506361567 -0.010109221916042889 0.052470858843996909 -0.10038787548653889 0.019461689631356839 -0.071662483495541718 0.031877426903050503 0.015624504153718567 -0.1114865712918626 -0.00042337841922078669
leaf_weight=0.18552115299098548 0.36466167071921418 1.0761900618672369 0.42211058270186175 0.89563490511500266 3.5325424571055919 0.091335890378104412 0.29578544203980073 0.2153543857857585 0.20061574771710866 0.28254276094958186 0.15684117257114849 0.097776047070510685 0.051997844129800797 1.2650569942779832 3.0151179581880569 0.75173935660859548 0.40164964692667127 0.30081828548145495 0.14910186505326806 0.51925861688141595 1.0636561624123704 1.1135936546834271 1.5152538604743306 0.014242673736305278 0.72855669396812917 1.0208749203011396 1.0012815068685084 4.4214580479715542 0.58146880268577661 151.93549105727811
leaf_count=36 30 7 6 9 41 26 66 10 44 21 40 4 1 17 20 19 2 55 34 19 16 29 28 137 14 13 36 76 37 3141
internal_value=1.67595e-05 0.00721448 -0.048208 0.0206043 0.00162459 0.0201822 -0.0523847 0.0140894 -0.00861188 0.0233094 -0.0227149 0.0165959 -0.0349683 -0.000301291 -0.00937417 0.00607049 -0.0483315 0.0346175 -0.0369449 -0.0900715 1.91642e-06 0.0149966 -0.000217888 0.058312 -4.72916e-05 0.0108177 -0.0203941 -0.000291057 -0.0386611 3.04232e-05
internal_weight=177.668 7.51849 1.46299 6.05551 4.97932 4.08368 0.551138 1.04088 0.825521 0.624905 0.342362 0.255352 0.157576 170.149 5.50235 4.61843 1.60331 0.85157 0.44992 0.88392 164.647 2.37865 162.268 0.0662405 161.204 3.53741 2.02216 157.667 1.31003 156.357
internal_count=4034 448 157 291 284 275 234 151 141 97 76 168 164 3586 179 130 110 91 89 49 3407 46 3361 138 3345 77 49 3268 51 3217
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 0 1 2 2 0 1 1 1 2 2 0 2 1 1 0 0 0 0 1 2 0 2 0 2
split_gain=0.0353751 0.505754 0.883204 0.495646 0.589507 0.440805 0.410934 0.291215 0.551869 1.03753 0.53907 0.279717 0.283876 2.04154 0.5514 1.26853 0.829424 1.79015 0.805257 0.501776 0.340469 0.635024 2.19555 0.392776 0.341611 0.306317 2.46529 1.44371 0.771308 0.372824
threshold=0.48597347385000006 0.35651627195000007 43.426640904350009 0.34587287805000005 0.34527409360000011 0.34641178410000012 0.49053920540000012 0.34608245260000009 41.806790701050012 39.792680591700012 0.48386275860000011 0.3459626957000001 0.34560342505000002 0.34551360740000009 41.741384785950011 41.965809985500009 0.48098859315000003 42.686561923500008 0.34584293880000011 0.34542378970000004 0.48271009850000007 0.4815274992000001 0.48098859315000003 0.47943175355000006 0.34521421515000011 41.872294782850005 0.47676716265000008 41.806790701050012 0.4784437592000001 40.377444152000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -2 -5 -7 10 9 -9 11 12 13 19 -14 -16 17 -17 -18 20 21 22 23 25 -25 27 -27 28 29 -1
right_child=3 2 -4 5 -6 6 -8 8 -10 -11 -12 -13 14 -15 15 16 18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.014446156039849207 -0.0036716861952465654 -0.13580585589879088 0.039902674666657416 -0.054232466754385193 0.067153666324573452 0.039348888193449304 -0.00060753667114520331 -0.027570539192374361 -0.0010320374518663948 0.10542752875570548 -0.047227538552203359 -0.03851883001997141 -0.0065552064060619966 -0.0868484147316263 0.12284679153370455 -0.1576803360986147 0.0025641947213746255 0.045552731970080612 0.10457495860904154 0.031807724229856879 -0.039062218648225268 0.037663173800015132 -0.13983419021976357 0.0018667250180492059 0.041050929149317003 0.0042166361098648379 -0.1290662522047217 0.11020265208514701 -0.060508990038861232 0.014265478704590929
leaf_weight=7.8384088157379912 2.2719152886420479 0.72094402781215083 0.47425912192557007 1.491624817252158 2.4344946015626192 2.6529631823477748 86.413141519094438 0.92955866029342304 5.0066618933487916 1.5896157801616935 2.5968445744365445 1.9160550725646306 6.6615082509815675 2.7528558985504779 1.2969858944416044 0.77075612393673487 2.0160803534090523 0.99024365053628571 1.2558557000011203 4.9459721051389343 2.3147407360374919 4.1261680424213401 1.148059558123349 5.1727468073368055 3.9041331633925438 7.5996983148233976 1.6978144409949889 1.158086912393627 2.1998961362987748 10.6911684277984
leaf_count=244 27 73 72 8 22 37 2541 25 46 34 29 13 29 33 3 18 9 29 53 44 14 19 10 32 26 307 52 10 17 158
internal_value=1.44534e-05 -0.00151124 -0.0660843 0.00132412 0.0329643 -0.000320265 0.000582623 -0.000553462 0.0181766 0.0563521 -0.00248298 -0.000833827 0.00021965 -0.00289261 0.0135273 0.0346618 0.0119366 -0.0433985 0.0417186 0.00148489 -0.00164935 0.000252461 -0.00347521 0.000413033 0.0187206 -0.00491565 -0.0201221 0.00154382 -0.00452659 0.00211984
internal_weight=177.039 81.7751 1.1952 95.2641 4.70641 90.5577 89.0661 80.5799 7.52584 2.51917 73.0541 70.4572 68.5412 55.5497 12.9914 6.32992 5.03294 1.761 3.27194 52.7969 47.8509 45.5362 41.41 40.262 9.07688 31.1851 9.29751 21.8876 20.7295 18.5296
internal_count=4034 1399 145 2635 49 2586 2578 1254 105 59 1149 1120 1107 966 141 112 109 47 62 933 889 875 856 846 58 788 359 429 419 402
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 0 2 0 1 1 1 1 0 1 0 1 1 0 1 0 1 1 1 0 1 1 1 0 0
split_gain=0.0525872 0.626324 0.268468 0.53202 0.253108 0.203727 0.941845 0.445174 0.459447 0.303002 0.236814 0.756238 0.898326 0.878484 0.532572 1.00981 0.449057 0.351032 0.277109 0.253855 0.267934 0.250048 0.274908 0.407493 0.678492 0.657227 0.57263 1.34031 0.29106 0.996484
threshold=41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.48200652675000005 0.47736594710000008 0.47700667645000011 39.952536079750011 0.47464147780000004 0.32388251845000005 0.34488488370000009 0.34512439750000007 0.34527409360000011 0.47865333370000007 0.34569324270000007 0.48447651265000008 0.35862698720000002 0.34739977845000009 0.47961138885000004 0.36359689830000008 0.49830843385000007 0.36491422415000008 0.36533337325000009 0.36575252235000005 0.50086823750000009 0.36945001650000003 0.37078231190000005 0.37413550490000008 0.51401155655000019 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 8 -1 -9 18 -12 -13 -14 -15 -16 17 -17 -7 -18 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=2 -3 -4 -5 -6 10 -8 9 -10 -11 11 12 13 14 15 16 19 -19 -20 20 21 22 23 24 25 26 27 28 29 -31
leaf_value=-0.0041516595028014474 -0.021157357273389688 0.056451721851858608 0.000174551372161539 -0.064052745757354576 0.017337544893027853 -0.00046238425205801523 -0.10903541235476488 0.048380095085684666 0.084143461538057684 -0.13977115794556358 -0.054796499405537491 0.063978268286233805 -0.077349214779518477 0.027526456755361757 -0.055667817397849512 0.0012524656529775938 -0.041737523804367432 0.072192092499825403 0.037550320551334906 0.048681811698076484 -0.051496827076644137 0.04171913490888142 -0.064084207287018621 0.086346781834969466 -0.083460508327524718 0.063204664531653784 -0.10959206476630985 -0.042523055209171733 0.11087412209689521 0.00071660728594634794
leaf_weight=4.1734480000535532 4.1313768983200116 2.0417828333011121 75.552854485040598 1.9680329744369371 2.9119283258914948 3.8467599097639313 0.94346618279814709 0.1130563144579354 0.68623937619850028 0.35233120475459145 2.4332035034894934 2.2571322433650485 1.4423681404441584 7.0619721114635459 3.255677968809322 1.261825077235698 1.4482974158599962 1.559800920076668 3.8243115432560444 1.1385839896392997 0.9387598754838099 1.5751031860709179 0.99444946646690269 0.90530923567712207 0.94831729444558632 1.4182295165956009 1.1155409128405143 1.4638684600795375 0.83700132369995017 43.461738547359005
leaf_count=247 26 31 2102 42 32 24 9 19 8 83 14 12 15 36 28 12 21 44 19 16 11 10 8 9 9 14 26 29 4 1074
internal_value=2.63544e-05 0.00168782 -0.00177136 -0.0180862 -0.00524233 0.000437879 -0.0169468 -0.000631023 0.00831655 -0.0940637 0.00174788 4.73704e-05 0.0018733 -0.000105879 0.00149986 -0.0014493 0.00153914 0.040468 0.0184883 -0.000413783 0.000678415 -0.000340177 0.000570753 -0.0006965 0.000560447 -0.00101664 0.000602176 -0.00129177 0.00134823 0.00279798
internal_weight=176.063 91.4986 84.5642 9.01134 7.04331 89.4568 6.26854 5.32507 4.85969 0.465388 83.1883 75.5172 73.084 70.8268 69.3845 62.3225 59.0668 2.82163 7.67107 56.2452 54.7969 53.6583 52.7196 51.1445 50.15 49.2447 48.2964 46.8781 45.7626 44.2987
internal_count=4034 1832 2202 100 58 1801 366 357 255 102 1435 1392 1378 1366 1351 1315 1287 56 43 1231 1210 1194 1183 1173 1165 1156 1147 1133 1107 1078
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 0 0 0 2 0 1 2 0 1 0 0 1 0 1 2 0 0 2 2 0 0 0 0 1
split_gain=0.0518392 0.346079 0.715497 0.28683 0.452314 0.392824 0.474114 0.222401 0.912928 0.620127 0.297084 0.401909 0.362881 0.271077 0.840812 1.37709 1.11128 0.869843 0.813819 0.705881 0.304156 0.377078 0.665737 0.274911 0.299616 0.254328 0.535651 0.997568 0.388183 0.983852
threshold=40.563919884450009 40.664404858950007 0.56188437470000008 40.316494640950005 0.39591628995000006 40.206947806850003 0.48386275860000011 0.54228915300000013 0.54386096225000014 40.040005255000004 0.55074698365000019 0.43724738780000011 35.879804895950009 0.48271009850000007 0.34524415440000006 0.47997065955000012 0.47883296910000012 0.34479506600000004 0.47817430615000006 0.34674111555000003 39.952536079750011 0.53866650695000018 0.52925062125000011 39.861052345600008 38.478081868400004 0.52770875125000016 0.5231430197000001 0.52404119640000013 0.5223196910500002 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 7 -7 13 -9 10 -10 12 -12 14 17 16 23 18 -1 -15 21 22 25 24 -16 26 28 -28 29 -21
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 11 -13 -14 19 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00902522444078626 -0.070616475441031473 -0.00043723966989701353 0.041205119309780297 0.034568936116858462 -0.016016595833578551 0.0099572120281222545 -0.067495470463835014 -0.12824459966716431 0.029372254900159725 -0.13202470439387665 -0.00097239771479219967 0.0046675959988014756 -0.10686597499821365 0.064518791847428522 0.048944095532029261 -0.11437703287507971 0.045735961051874413 0.061331405702285818 -0.073325209270310693 0.0077252224577445657 0.036253987162882639 0.027618413818384931 -0.059412543198205804 -0.14751935036345032 -0.11658267359585238 0.035521060528956032 -0.0015299830334826691 -0.12413793607506535 0.037661130617211568 -0.070846615116855582
leaf_weight=5.6749848797470559 1.8847251530223723 102.24620122478655 0.82167614311765635 5.9102082686003978 2.5218393803716026 1.3862528409808867 1.8385003397379476 0.63853244390338471 2.6184589950717054 0.36116982108251239 0.58272636936453615 3.6988127184976065 0.72777573285202379 2.1367672048509112 0.21434056997730921 1.6989271823404122 1.7987083643674848 2.3816636938871909 1.5218545719981191 14.214780443289802 2.8978426447138181 4.9751450698822728 1.9004251768928941 0.4388069533270027 0.22325105528580025 2.07575840037316 2.1337874385062601 0.96312667150050391 3.0840165372937909 1.7948906598539895
leaf_count=196 80 2410 15 55 36 9 36 11 38 23 27 448 80 13 42 15 8 41 12 174 27 29 49 5 7 23 16 56 19 34
internal_value=3.67843e-05 -0.00137149 -0.0366669 0.00213585 0.0194399 -0.000218229 -0.0342002 0.00164681 -0.0131832 -0.00398674 0.00207577 -0.0121926 -0.0597795 0.00419915 -0.00764184 -0.0439689 0.000746377 0.00894696 -0.00838872 0.00876597 0.00526621 0.00238272 -0.0024154 -0.0915896 -0.0355046 0.00204835 -0.00108277 -0.0396605 0.00517438 -0.00108369
internal_weight=175.366 104.953 2.7064 70.4134 8.43205 61.9813 3.22475 58.7566 8.62748 7.98894 7.62777 5.00931 1.3105 50.1291 13.9525 4.37403 2.67511 9.5785 7.19684 36.1765 34.0398 31.1419 26.1668 0.876399 0.437592 24.2664 22.1906 3.09691 19.0937 16.0097
internal_count=4034 2505 95 1529 91 1438 45 1393 627 616 593 555 107 766 326 77 62 249 208 440 427 400 371 54 49 322 299 72 227 208
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 0 0 2 0 1 2 0 2 2 2 0 2 2 0 2 0 1 0 2 1 0 1 0 1
split_gain=0.042292 0.277294 0.569041 0.236687 0.376226 0.314052 0.371363 0.200923 0.7623 0.496726 0.354601 0.727978 0.495673 0.470555 0.465146 0.398255 0.419362 0.343967 0.334598 0.748145 0.34468 0.505099 0.279586 0.55957 1.04725 0.509113 0.355579 0.2976 0.450604 0.418721
threshold=40.563919884450009 40.664404858950007 0.56188437470000008 40.316494640950005 0.39591628995000006 40.206947806850003 0.48386275860000011 0.5398790455000001 40.040005255000004 0.53928026105000015 0.42039160505000012 37.784765830350004 0.54228915300000013 38.625745710700009 38.903925214650009 39.952536079750011 0.56719858685000013 37.627645350900004 39.896141435400004 0.48351845755000006 39.664548207900005 0.50410167360000013 0.39072183470000005 0.52770875125000016 39.110279783550006 0.39045238170000002 0.52889135055000014 0.38976377950000002 0.52005927965000021 0.38052752915000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 7 -7 9 10 18 11 -9 -12 17 -15 16 -16 -14 20 -20 22 -22 25 24 -24 27 -25 28 29 -1
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 12 -13 13 14 15 -17 -18 -19 19 -21 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0038231644402711307 -0.062222984755463839 -0.00039345955577248335 0.038080830122084547 0.031876539037034204 -0.014350053247770073 0.0090080300472890531 -0.059304202365232352 0.015448186800314298 -0.13225928069775611 0.054778819252223956 0.064771315856731154 -0.069486517885526053 -0.015797225456203167 0.097967829974638612 -0.058507716084109478 0.074580850820553948 0.022035679986539228 -0.11406901560538896 -0.011853057997112488 0.052267129516715638 -0.064666533808447321 0.0021684967862765055 -0.15793805380138418 0.04338187487794079 0.044410692913086657 0.051383781938388051 -0.021141203529468158 -0.031658028634076379 0.045801686628914984 -0.062603977033768479
leaf_weight=19.760426401806384 1.9229170647886342 102.26005571267069 0.80128609943494655 5.7757774560886883 2.5326388431876694 1.3794661778956645 1.8808107576369364 1.9596459655585894 0.49209248734951039 1.8761709425598372 1.2958196147810666 2.0804934634943493 1.0146644216285663 0.57269251013121936 1.247888228986995 0.5848643616773187 1.3412427000616842 0.54882155084101203 3.4607213789895459 3.8374621646944433 2.0177290588617316 2.5722856260836124 0.68823131547469418 1.2048294469714163 0.40704170241951942 2.2714132815599433 2.9339417200535536 2.3844305239617816 2.4716280202846965 0.99679594673216243
leaf_count=409 80 2410 15 55 36 9 36 37 25 10 7 27 306 12 43 26 69 93 27 30 19 36 49 14 22 13 55 20 23 21
internal_value=3.49243e-05 -0.00123229 -0.03272 0.00194666 0.0177854 -0.000200716 -0.0304004 0.00149623 -0.0105769 0.00436451 -0.00495246 -0.0282894 0.00932014 -0.00421139 0.0150184 5.16026e-05 -0.016784 -0.050293 0.00226293 0.021862 -0.0015303 -0.0272116 0.00202894 -0.0191783 -0.0827382 0.00600961 -0.00235802 0.00198578 0.0054393 0.000633224
internal_weight=174.574 104.984 2.7242 69.59 8.30842 61.2816 3.26028 58.0213 11.1382 46.8831 10.6461 4.04014 6.60599 5.31017 3.74669 3.174 2.58913 1.56349 45.0069 7.29818 37.7088 4.59001 33.1187 5.23404 1.09527 27.8847 4.13877 25.6133 23.2289 20.7572
internal_count=4034 2505 95 1529 91 1438 45 1393 645 748 620 64 556 549 150 138 112 399 738 57 681 55 626 140 71 486 69 473 453 430
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 1 2 0 1 1 1 2 0 2 1 2 1 0 0 1 2 1 0 0 2 0 1 1 0 0
split_gain=0.0434817 0.513103 1.18966 0.885696 0.550919 0.283157 0.190771 0.184023 0.238136 0.13821 0.188665 0.0951531 0.0920261 0.0786572 0.117902 0.126521 0.0585113 0.0409516 0.0404155 1.03565 1.60547 0.564925 0.548909 0.357039 0.348416 1.7006 0.576451 0.463603 0.456552 0.754952
threshold=36.010074051050005 0.49880243110000005 0.36533337325000009 0.50008981770000005 0.50465554925000011 0.39670967935000007 34.466665687600006 0.49485045360000007 0.34398670700000006 0.33204095685000007 0.32058920395000007 34.41230404325001 0.5681267027500001 36.364346611650006 0.36533337325000009 36.124181380200007 0.38906020780000011 0.56859076075000015 0.5223196910500002 0.38906020780000011 39.051326806600009 0.38733870245000007 0.5231430197000001 0.5216909673500002 38.244973486750006 0.52863686715000002 0.38976377950000002 0.39072183470000005 0.52925062125000011 0.54136103710000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 16 11 8 9 10 -1 12 -7 14 -2 -16 -6 -14 19 21 -21 -15 -20 -22 25 -24 -26 -28 -27 -30
right_child=13 3 -4 4 5 6 -8 -9 -10 -11 -12 -13 17 18 15 -17 -18 -19 22 20 23 -23 24 -25 26 28 27 -29 29 -31
leaf_value=0.046244917522986317 0.010292750819611729 0.10784185491767202 -0.18981392610908773 -0.065625218024378304 0.015611868326245046 -0.10248673984986763 -0.10992210268697739 0.10097304061499264 -0.10710782469923302 0.075940017182224706 -0.10749794419331282 0.098354263943523298 0.10163596223275856 -0.00085109207102873185 -0.008737044311402712 -0.10728790082481743 0.041905971811897903 -0.10034511932508168 0.042197738314019198 0.040731050178608848 -0.10955633488721191 0.062396278208282356 -0.14600635208048926 -0.23142411333008198 0.059800942526804658 0.05718058563101739 -0.068760738726662052 0.0017721869762130612 -0.12333882790180609 0.0043685371983325358
leaf_weight=0.18188820661452954 0.42124027413956255 0.97071773558855046 0.41066787950694561 0.93814275754266407 1.5536747921723879 0.083756989508401491 0.26049392955292205 0.19190474133938551 0.18586373500258446 0.26700343229458667 0.14223504129040521 0.085891534807160497 0.047891579568386078 109.3025738766064 0.24658441678911913 0.27616811340456593 1.858798256726004 0.012699943446989437 3.214286037371493 0.66106459506499848 0.57368236152842655 1.4307164475321759 0.94842546919244242 0.41380781121915788 1.6870314240077267 1.1063360795378683 0.95293228328227897 42.190779413806695 0.55581717460881952 2.7690193698905432
leaf_count=36 28 7 6 9 26 26 66 10 44 21 40 4 1 1591 12 33 15 137 28 14 78 9 25 6 26 7 9 1539 23 158
internal_value=3.57027e-05 0.00764897 -0.0471766 0.0206625 0.0031825 0.0197206 -0.051305 0.0132805 -0.0083782 0.0226646 -0.0212221 0.0150145 -0.034575 -0.000292643 -0.0290767 -0.0608011 0.0299345 0.0593009 -0.000128765 -0.00120522 -0.079882 -3.39119e-05 0.00213562 -0.160625 -0.000429011 -0.0244763 0.00245661 0.000214298 0.00153541 -0.0169805
internal_weight=173.942 7.19163 1.37956 5.81207 4.84135 3.90321 0.490734 0.968895 0.77699 0.591127 0.324123 0.23024 0.144349 166.75 0.943993 0.522753 3.41247 0.0605915 165.806 112.382 1.64855 110.733 53.4246 0.98749 50.2103 5.3796 44.8307 43.1437 4.43117 3.32484
internal_count=4034 448 157 291 284 275 234 151 141 97 76 168 164 3586 73 45 41 138 3513 1698 98 1600 1815 84 1787 213 1574 1548 188 181
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 1 1 2 2 1 1 1 1 1 2 2 2 0 2 0 2 0 0 0 1 0 1 0 2
split_gain=0.0417323 0.530396 0.16523 0.580732 0.409697 0.519104 0.496489 0.83771 0.342204 0.310194 0.359943 0.298768 1.50594 0.665251 0.991717 1.78311 4.31954 0.941917 0.608262 0.919845 2.79852 0.381703 0.370061 0.271957 0.243037 0.669918 0.30219 0.300688 0.220746 0.188638
threshold=40.467253020850002 40.413896136950008 0.4778150355000001 0.47817430615000006 0.47700667645000011 42.488347682450005 0.34548366815000003 0.32388251845000005 42.719328117250008 41.898943182100005 0.34566330350000002 0.34518427590000006 0.34503457980000002 0.34536391125000004 0.34569324270000007 41.218101594450012 42.47354681640001 42.198888176300009 0.48271009850000007 42.283941020600004 0.48119816770000007 41.741384785950011 0.48244064550000004 0.43780126340000008 0.48537468940000006 0.34587287805000005 0.48597347385000006 0.34641178410000012 0.45994131915000008 43.157831852650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 23 -7 -6 -11 12 22 17 15 -15 -17 -13 19 21 -21 -16 -5 -2 -20 -26 -27 -28 -10 -29
right_child=2 -3 3 11 9 8 -8 -9 28 10 -12 13 -14 14 18 16 -18 -19 24 20 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.00070365513933789926 -0.042562008505131789 0.063481201049452776 -0.065053316931432598 0.025733481768127731 0.03263723941940079 0.061899074162453993 0.010383326022602207 -0.1303456693555349 0.0025710102431823405 -0.037284884729542854 0.027795709646615725 0.059787706400591417 -0.076661976226087974 0.035912953092000037 0.021221092243539574 -0.17568262377895114 0.0025786272551669427 -0.01049064509733494 -0.026171739989640383 -0.11041960059882161 0.093159345200080734 0.069949356538734492 -0.019675733274679905 0.10190082956189186 0.0861655045377588 0.042794475970405838 -0.047380895191533282 -0.0054851707711974576 -0.069806055863778457 0.011937016416867039
leaf_weight=64.299911506704262 0.28495477544857051 1.3746064123188251 1.4871051246300329 4.2734449257841316 7.0944388322532159 0.94805831105622917 0.96921112993004488 1.0857758813926919 6.3555640101285462 1.6664827226195487 1.7341755344532428 4.2204161453992119 3.073912400752306 2.4438981264829618 3.1764737387566111 2.2108551124110818 3.5292740985751152 3.4792537521570921 4.0964405303820959 1.5753415948711338 1.1818142440170047 3.2546587213873863 3.0940441228449345 0.24012520909309387 0.86999921500682731 1.4302669689059246 1.5357413142919529 34.300905966214941 0.45132107468089078 7.5899380577375259
leaf_count=1484 59 15 27 26 32 20 29 111 262 27 33 23 25 18 31 30 41 30 26 25 54 10 24 5 6 14 8 666 85 788
internal_value=3.09932e-05 0.00201763 -0.00118096 -0.00309988 0.00681745 -0.0073152 -0.0461701 -0.0801968 0.0056118 0.0207345 -0.00409685 -0.00202025 -0.0178673 0.000189029 -0.00300127 -0.0356231 -0.0660801 0.028031 0.0015229 0.0251644 -0.0231585 0.0458814 0.00666347 0.0235025 -0.00283702 -0.000746574 -0.00243223 -0.00392179 -0.00222785 -0.00232855
internal_weight=173.328 65.6745 107.654 86.8238 20.8301 10.335 2.58007 1.61086 7.75494 10.4951 3.40066 85.3367 10.4414 74.8953 67.1956 8.18403 5.74013 7.69967 59.0116 9.18829 2.75716 6.43113 7.36749 0.52508 49.8233 45.7269 44.8569 43.4266 6.80689 41.8908
internal_count=4034 1499 2535 1872 663 571 204 175 367 92 60 1845 75 1770 1717 89 71 53 1628 120 79 41 50 64 1508 1482 1476 1462 347 1454
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 1 2 0 1 1 1 2 0 2 1 1 1 0 1 1 2 0 2 1 1 1 2 2 0 0
split_gain=0.0361477 0.440826 1.02728 0.809853 0.43961 0.242009 0.170766 0.167018 0.212575 0.119333 0.167077 0.0851783 0.0830378 0.0649089 0.097269 0.0499548 0.0370203 0.312503 0.378962 0.0960943 0.228279 0.259375 0.300876 0.108124 0.109103 0.271451 0.734535 0.403003 0.361575 0.567023
threshold=36.010074051050005 0.49880243110000005 0.36533337325000009 0.50008981770000005 0.50465554925000011 0.39670967935000007 34.466665687600006 0.49485045360000007 0.34398670700000006 0.33204095685000007 0.32058920395000007 34.41230404325001 0.5681267027500001 36.364346611650006 0.36533337325000009 0.38906020780000011 0.46280051495000007 0.56065686655000013 0.4662734648500001 0.45206730335000006 38.804080188450008 0.56859076075000015 40.844669808050007 0.44922307715000004 0.43691805635000008 0.42780156285000009 42.310579034350006 41.965809985500009 0.54499865270000014 0.56294721715000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 15 11 8 9 10 -1 12 -7 14 -2 -6 19 -18 -19 23 -21 22 -22 24 25 -15 27 28 -27 -30
right_child=13 3 -4 4 5 6 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 17 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.042420860316808237 0.0092454589951065612 0.10705982033417301 -0.18199142604264565 -0.057499927418315583 0.01407959709657599 -0.10225208983266323 -0.1089890094917825 0.10087930407833359 -0.10643432397172931 0.072345788565494243 -0.10676912852692433 0.09713680915807614 0.059174711193253286 -0.00059795522408229444 -0.055623629159060897 0.038543950857470033 -0.11075000732528494 0.070944099582039497 -0.069779537213719642 0.026824028121045798 -0.12110602114143337 -0.0002535942969820113 -0.021633783567064104 0.020291412721237807 -0.017538532841804916 0.068071149739803175 -0.083352877404949149 0.092345251509170959 -0.051822959980456787 0.0465381182666251
leaf_weight=0.17835335957351961 0.41898909272276696 0.88385088741779316 0.38688172912225127 0.96337337646400545 1.5433215817902244 0.076003750589734298 0.23777247643340615 0.17367459647357464 0.16929794267525722 0.25274946057470515 0.1296183724552975 0.078587249503470957 0.054871528654416579 148.75643896633619 0.515610134240859 1.8177234878530724 0.1648710081281014 0.8008481695433145 0.25144887208830369 0.87864195583824711 0.53827292838832386 1.2444356198611783 0.69888942826901257 2.6109203807864096 3.5581045740132131 1.0897981170128326 0.57455871503793776 1.0095577389001844 1.1487190987099896 1.1965608787140807
leaf_count=36 28 7 6 9 26 26 66 10 44 21 40 4 138 2351 45 15 8 19 597 30 24 59 73 44 136 14 76 7 56 19
internal_value=3.348e-05 0.00710057 -0.0456355 0.0191348 0.00284855 0.0181148 -0.050992 0.01274 -0.00822868 0.0214224 -0.0203698 0.0148436 -0.0345714 -0.000263205 -0.0265422 0.0273104 -0.000113922 0.0172614 0.0373179 -0.000243426 -0.0169793 -0.0324885 -0.0649128 0.000108174 -0.000226763 0.000173802 0.0230468 0.0368011 0.0204768 -0.00163918
internal_weight=172.403 6.94608 1.29058 5.6555 4.77165 3.80828 0.447235 0.903694 0.730019 0.560721 0.307972 0.209463 0.130875 165.457 0.934599 3.36105 164.522 1.21717 1.0523 163.305 3.36024 2.4816 1.23716 159.945 157.334 153.776 5.01919 4.44464 3.43508 2.34528
internal_count=4034 448 157 291 284 275 234 151 141 97 76 168 164 3586 73 41 3513 624 616 2889 186 156 97 2703 2659 2523 172 96 89 75
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 2 0 2 0 1 1 1 1 2 2 2 0 0 1 1 0 1 0 1 2 1 1 0 0
split_gain=0.0412766 0.368095 0.260982 0.229977 0.175832 0.151842 0.346547 0.303918 0.192048 0.410246 0.291609 0.307987 0.373602 0.207169 0.173196 0.156881 0.354382 0.137852 0.185133 0.338806 0.224284 0.709285 0.667878 0.280423 0.144603 0.571475 0.205006 0.130638 0.197681 0.584841
threshold=0.56341127510000011 0.4301667614500001 0.56294721715000018 0.43099009015000006 0.4349121284000001 38.625745710700009 38.748048509250005 0.5654770815500002 42.536568606950006 0.56719858685000013 0.43724738780000011 0.43837010870000009 0.4445375887000001 0.44805544745000009 37.627645350900004 39.458743938000005 40.563919884450009 0.55832160710000012 0.55538756325000016 0.43590012275000006 0.42953803780000005 0.54797760550000019 0.43401395170000007 0.54499865270000014 0.42473279245000012 41.942745071500006 0.42114008565000011 0.41988263825000011 0.5398790455000001 0.54136103710000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 -3 -5 14 -7 -8 9 -9 -11 -12 -13 -10 -6 -14 -17 18 20 -20 24 22 -22 -24 26 -26 27 28 -1 -30
right_child=1 3 -4 4 5 6 7 8 13 10 11 12 15 -15 -16 16 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00089566535181057516 -0.12222227495075416 0.09033789383143867 0.045613050226849132 -0.064353090559903334 -0.014235866947447591 0.11156676043463165 -0.088706280354352587 0.10245711117739589 -0.10885995111734151 -0.12169792636134787 0.10264286400769802 -0.077206023344102315 0.044362121025605022 -0.010212053545423299 -0.1132175674989004 -0.12532600759401735 0.013846788312112389 -0.028144615531350638 -0.017569707691835409 0.062500637488552044 -0.10948426153918317 -0.11002616861004128 0.10346789469596125 0.0018176517401899198 -0.029735140632091137 0.070950905193239128 -0.028605669296526828 0.021593591472709599 -0.074156963591104255 -0.002078057699364914
leaf_weight=141.16541227226443 0.26733913017233035 0.25579683855175872 1.2661118484102178 0.48489448055624773 0.65881269747083582 0.28136795340151355 0.37881347704387724 0.47854639217257489 0.24678361449196007 0.17552731931209598 0.32819438353180919 0.51426365261431817 1.1244900077949753 1.5499321351535398 0.24160875722782293 0.2103756074307056 1.404136769551769 1.7176183897900035 0.90282841333828345 1.2744023315954107 0.35712147407161809 0.75901254082782532 0.49739561590922654 0.59728904331859667 1.0292511791340069 1.2463083653674401 2.4624730788054867 2.8752610376104704 1.3979697581380595 5.7798220653021417
leaf_count=2374 35 3 15 18 265 3 22 4 47 2 12 15 49 362 67 78 201 57 40 16 24 32 55 6 22 34 32 23 15 106
internal_value=3.23847e-05 -0.00671968 0.000387949 -0.00301437 -0.00597054 -0.00224212 0.00294498 -0.0018222 0.00363395 0.0152552 0.00414781 0.0103155 0.00100138 -0.0237616 -0.0407955 0.0156853 -0.00428783 3.46275e-05 0.000336485 0.029298 -6.2181e-05 -0.0316897 0.00926498 0.0480048 0.000386167 0.0254099 1.56395e-05 0.000481715 7.25141e-05 -0.0161164
internal_weight=171.929 8.60088 163.328 8.33354 8.07775 7.59285 6.69243 6.41106 6.03225 4.23553 3.75699 3.58146 3.25327 1.79672 0.900421 2.739 1.61451 162.062 160.345 2.17723 158.167 2.21082 1.45181 1.09468 155.956 2.27556 153.681 151.218 148.343 7.17779
internal_count=4034 1183 2851 1148 1145 1127 795 792 770 361 357 355 343 409 332 328 279 2836 2779 56 2723 117 85 61 2606 56 2550 2518 2495 121
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 1 1 1 1 1 1 0 2 1 0 2 2 0 1 0 2 2 1 1 2 1 2 1 1
split_gain=0.0372845 0.45337 0.163882 0.315884 0.287759 0.230809 0.154055 1.03564 0.730902 0.430706 0.397953 0.242879 0.550733 1.49905 0.769921 1.0336 1.21449 1.2561 0.764426 0.724965 0.838442 0.465088 0.339203 0.312349 0.280988 0.974063 0.738458 1.38035 0.66959 0.803293
threshold=40.467253020850002 40.413896136950008 40.664404858950007 0.48098859315000003 0.49830843385000007 0.34527409360000011 0.41911918805000009 0.42114008565000011 0.40301188585000008 0.40509266190000009 0.42209814075000007 0.39971857130000005 0.5054040298000001 41.092444989200011 0.37668033890000002 0.52507409960000018 41.385032804600009 43.631818398850008 0.5017514446000001 0.35275889945000011 0.48637765340000011 43.680097826700013 47.709122305950011 0.38370108680000009 0.34569324270000007 41.319407281650008 0.34551360740000009 42.47354681640001 0.3459626957000001 0.34614233110000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 8 -8 11 -10 -9 12 18 -14 -15 23 -17 -18 19 24 -21 -19 -23 -16 26 -26 -4 -28 -27 -30
right_child=2 -3 6 4 -6 -7 7 10 9 -11 -12 -13 13 14 15 16 17 21 -20 20 -22 22 -24 -25 25 28 27 -29 29 -31
leaf_value=0.00071773359567265564 -0.0062037073873653778 0.060112716335041796 0.0013897788028005237 -0.073589391716952765 -0.013755759985331512 0.073497526469801872 0.074942932025133663 -0.11506071632047879 -0.001673997871813195 -0.11878955955518918 0.001160724300897379 0.021023981573698627 -0.13975661279757606 -0.074006255125533632 0.093921064561300824 0.062975523223463975 -0.11776900587100425 0.10815647476871018 0.061741418849104716 0.015026242320255774 -0.11557505030424997 -0.10831291342489383 0.0084401549092989192 0.023304799624763062 0.069399147800435726 0.025468963921714195 -0.079360021153515356 0.019910379336760126 -0.066473523650579111 4.6344839579351526e-05
leaf_weight=63.795760984811807 1.38880419666384 1.3115681723938895 37.87978439152721 1.2923673593095375 2.12609294673166 0.49209094120305952 2.0625576849270137 0.3022326435893764 0.50133469393767771 0.84042180623328022 11.693791755688606 4.8765740680973968 1.0090305591002096 1.5770980535016841 1.1120944870635869 1.1451448993757365 1.6627332924399527 0.34830571804195631 2.0180419706739476 0.85707334628204934 1.1526429100958919 0.33691078476840608 0.95194545589038171 1.4341074198782733 2.4627057835459736 8.0940852224448481 3.2925204241182646 2.4378152476856485 2.1856367941945782 10.716746695034088
leaf_count=1484 69 15 609 11 38 7 17 10 8 82 815 35 11 36 21 13 85 2 33 110 34 102 42 32 20 110 32 35 37 79
internal_value=2.9872e-05 0.00191423 -0.00112481 -0.0182661 -0.0363762 0.0146482 -0.000224986 0.00948689 -0.00179629 -0.0750304 -0.00176741 -0.000647712 -0.00195771 -0.0244693 -0.0108927 0.00334456 -0.0257564 -0.0565485 0.00107478 -0.000697505 -0.0598782 0.00562821 -0.0220794 0.0541476 0.00107583 0.00990092 -0.00367144 -0.0371281 0.00292228 -0.011222
internal_weight=171.358 65.1073 106.251 5.29936 3.41846 1.8809 100.951 14.0586 86.8928 1.34176 11.996 85.551 80.6744 9.57737 8.56834 6.99124 4.44504 3.2999 71.0971 69.079 2.00972 1.63716 1.28886 2.5462 67.0693 23.4592 43.6101 5.73034 20.9965 12.9024
internal_count=4034 1499 2535 125 49 76 2410 842 1568 90 825 1478 1443 344 333 297 244 231 1099 1066 144 146 144 53 922 246 676 67 226 116
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 0 0 2 0 0 2 1 1 1 1 1 1 0 0 0 0 0 1 2 1 2 0 1 0
split_gain=0.0345629 0.32827 0.2156 0.198234 0.145573 0.128977 0.111105 0.174129 0.575338 0.521561 0.280168 0.385473 0.757281 0.248348 0.171448 0.376681 0.347602 0.649262 0.257742 0.243395 0.160949 0.697543 0.28469 0.728276 1.20065 0.332419 0.809963 1.37731 0.436188 1.10945
threshold=0.56341127510000011 0.4301667614500001 0.56294721715000018 0.43099009015000006 0.4349121284000001 0.45368402140000008 0.55832160710000012 0.55257327625000008 41.092444989200011 0.55677973715000018 0.54646567465000018 41.942745071500006 0.41911918805000009 0.41236789315000005 0.42780156285000009 0.42114008565000011 0.42922367590000005 0.43401395170000007 0.54499865270000014 0.54429508100000012 0.5398790455000001 0.54228915300000013 0.53544804050000006 0.3975479776000001 43.631818398850008 0.39408999735000005 41.436838994450007 0.52453519355000011 0.39091643965000006 0.53043322055000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 -5 -6 7 10 9 13 14 12 -12 -9 15 19 -16 -18 -19 20 22 -22 23 25 -25 28 -27 -28 -1 -30
right_child=1 3 -4 4 5 -7 -8 8 -10 -11 11 -13 -14 -15 16 -17 17 18 -20 -21 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00033087904411619774 -0.11988471063249845 0.086596335157886464 0.041925807581511688 -0.059079471132749306 0.0028908633520542755 -0.037357175587053669 -0.025292076016642448 -0.012016158895873912 0.074819709561488645 0.033321718223160789 0.014699367282746668 0.016779712276141542 -0.13145570332926945 -0.11416934555942321 0.10381529325565619 -0.038344103393096074 -0.10841688126369467 0.10141341834077607 0.0019054209404024893 0.034689311924374529 -0.055800965831123144 0.011734899129385461 0.016641868349399912 -0.10709846144450968 0.082766054055510005 0.068217053063761496 0.10765206802536374 -0.12731843100445245 -0.1081036086805261 0.063296590829641855
leaf_weight=123.11479662651399 0.24669385248489462 0.24075357243418505 1.23791930702282 0.47674762172391627 6.4680393000408003 0.90797129943896937 1.7139228995656584 0.46199338138103474 1.3100194340458982 1.2651637495582688 0.63651338914496525 0.89932559365297482 0.80017139995470643 0.49083747237091302 0.47925673185272799 2.5250905491702715 0.37106328069762629 0.46166392967597836 0.59676775155821815 2.0660509059671304 2.5586201700789379 3.8016442357911728 10.533128220820798 1.4220038360772367 0.43493753218285736 2.1128350430517453 0.40019330981522194 0.66233053032919997 1.1282421168580175 0.56765118055045594
leaf_count=1916 35 3 15 18 199 928 57 2 36 18 24 28 20 49 17 30 34 55 6 26 26 34 61 107 70 32 3 80 98 7
internal_value=2.95074e-05 -0.00624846 0.000352611 -0.00278478 -0.00552507 -0.00206359 3.25875e-05 0.0003054 0.0222739 -0.00876131 -0.000192795 -0.0345633 -0.0667027 -0.0646389 0.000331167 -4.44986e-05 0.0301143 0.00540505 0.0453086 0.000605423 0.000125522 -0.0154336 0.000830484 -0.000452167 -0.0626279 0.000449936 0.0324014 -0.0388182 -0.000362954 -0.0507324
internal_weight=170.392 8.34021 162.052 8.09351 7.85276 7.37601 160.814 159.1 3.52801 2.21799 155.572 2.33601 1.43668 0.952831 153.236 151.328 1.90875 1.42949 1.05843 148.802 146.736 6.36026 140.376 129.843 1.85694 127.986 3.17536 1.06252 124.811 1.69589
internal_count=4034 1183 2851 1148 1145 1127 2836 2779 105 69 2674 72 44 51 2602 2490 112 95 61 2460 2434 60 2374 2313 177 2136 115 83 2021 105
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 2 2 2 1 1 2 1 2 1 2 2 1 0 1 1 0 0 0 1 2 2 2 1 0
split_gain=0.0397799 0.24992 0.376333 0.10448 0.187676 0.237857 0.239453 0.224244 0.13533 0.0910973 0.0806375 0.471894 0.441843 0.540812 0.296477 0.243712 0.249367 0.325896 0.203652 0.329317 0.122898 0.126003 0.602866 0.295216 0.24806 0.236713 0.443053 0.48257 0.15763 0.109687
threshold=0.46280051495000007 0.56065686655000013 0.56439926950000008 0.45206730335000006 38.804080188450008 0.56859076075000015 39.458743938000005 40.844669808050007 42.006870117350005 0.46476153410000004 0.42780156285000009 38.804080188450008 0.43287626120000006 40.377444152000002 0.42290649980000011 41.147265497500008 42.310579034350006 0.44805544745000009 0.56643513670000012 0.43724738780000011 0.42209814075000007 0.5398790455000001 0.54228915300000013 0.55074698365000019 0.41615520495000008 40.340071172300007 41.178189531300006 42.47354681640001 0.3979222179000001 0.56294721715000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 10 -5 7 -7 -6 -8 -4 14 -12 29 -14 20 -15 -17 18 -18 -20 21 24 -23 25 -1 -24 -27 -28 -25 -13
right_child=1 2 9 4 5 6 8 -9 -10 -11 11 12 13 15 -16 16 17 -19 19 -21 -22 22 23 28 -26 26 27 -29 -30 -31
leaf_value=0.00013698380843743719 -0.10874901200608596 0.08622937330117969 0.083197240291212934 0.022560508205011973 -0.11755631728058021 0.030458246524391854 -0.12340449312065037 -0.028014040262056134 -0.0083464686692962219 -0.053749826406922732 -0.088351154216102346 0.038010972994460962 0.065499245256180116 -0.033775996427722145 -0.033378953064034607 0.034322528316807911 -0.088434034761713826 0.015311177033838925 0.054434025489269566 -0.10542680648095307 0.027921854481046806 -0.051741342443258759 -0.011223071559745931 -0.020375802427694451 0.030009938052869986 0.062552884045763382 -0.05053907727933829 0.044759071064654737 -0.10515457753956044 0.089662276098088856
leaf_weight=137.04110888516419 0.13659050011847185 0.60266843577846863 0.055775222761440091 0.84153059187428825 0.47551474717329278 0.79872116266051285 0.19663280473469058 0.67911420524887944 0.21291792009287747 0.37619270349699718 0.47820848178162023 0.95950352295426344 1.2192246410413625 2.253076805267483 2.668776650367362 1.8989937775768337 0.67594343915334343 1.7818463847142991 0.33888726864825003 0.20792955469005392 1.5873829893534992 2.6607426214613934 2.8225207384675741 0.70789995562517993 2.8372697537179183 1.8426290303468706 1.0982354644220325 1.0294426725013179 0.31775619499421737 0.71940119828650495
leaf_count=2352 8 9 7 47 24 15 21 73 23 760 107 54 40 31 44 29 60 21 4 47 14 28 39 31 22 12 23 21 60 8
internal_value=1.99518e-05 0.0183856 0.0351696 -0.000107819 -0.017992 -0.0324344 -0.00141925 -0.0648905 -0.0635879 -0.0360674 0.000239197 0.00870526 0.0133213 0.00393606 -0.000337551 -0.00655196 0.00595678 -0.0119711 -0.0517278 -0.00635377 0.000242791 -4.94271e-05 -0.0106258 0.00336638 0.000742922 0.010917 0.0266566 -0.00443061 -0.0466409 0.0601433
internal_weight=169.522 1.17123 1.03464 168.351 3.20443 2.3629 1.20827 1.15463 0.409551 0.431968 165.147 10.533 10.0548 8.3759 154.614 7.15668 4.9036 3.00461 1.22276 0.546817 151.945 150.358 10.4792 7.81848 139.878 6.79283 3.97031 2.12768 1.02566 1.6789
internal_count=4034 784 776 3250 203 156 59 97 44 767 3047 401 294 232 2646 192 161 132 111 51 2602 2588 214 186 2374 95 56 44 91 62
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 1 1 0 0 1 1 1 2 1 2 1 2 2 0 0 0 0 1 0 1 2 2 0 2 2
split_gain=0.0429905 0.305951 0.244207 0.209038 0.448522 0.316422 0.298934 0.260141 0.252292 0.259057 0.18117 0.473754 0.17707 0.163154 0.350523 0.385034 0.474619 0.524895 0.338609 0.390318 0.712883 0.282614 0.15626 0.159058 0.15206 0.147428 0.132303 0.0826111 0.280346 0.328893
threshold=39.458743938000005 39.525197829750006 0.33750486510000005 0.34674111555000003 0.47883296910000012 0.35738450945000005 0.34440585610000002 0.46898296455000005 0.49830843385000007 0.36491422415000008 0.36533337325000009 0.36945001650000003 35.782584506850007 0.37473428940000003 38.748048509250005 0.39072183470000005 39.110279783550006 38.969453495950006 0.52005927965000021 0.5223196910500002 0.52366695610000014 0.56395018115000017 0.42209814075000007 0.54386096225000014 0.34452561300000012 33.151194885250007 37.038444968100009 0.54386096225000014 35.879804895950009 37.784765830350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 6 -5 7 -4 26 -10 -11 -12 -1 -13 18 -16 17 -17 -15 -20 -21 22 27 -24 -8 -23 -7 28 -22 -30
right_child=1 -3 3 5 -6 8 24 -9 9 10 11 13 -14 14 15 16 -18 -19 19 20 21 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0033026052570530803 -0.047851409725020069 -0.00033263079464551843 -0.010188584496122541 -0.048239396822605474 0.067513003240909877 0.00011483613323967656 -0.0061121825692774358 0.048061180004354852 -0.040484961343861536 0.036380189292818159 -0.043088215169058891 0.037434088227984157 -0.1078493159928221 -0.057082328000922389 0.052110179117979154 0.013455925853927906 0.045668379799655573 -0.077456421118689278 0.051502673247487168 -0.074682400453830858 0.031930297520411315 0.072695745005831466 0.059834171184934754 0.0045553214889386883 -0.083862239142241335 -0.10771713154728693 0.056669435560901898 0.017972170385897636 -0.05399995137799455 0.0016019366133947798
leaf_weight=0.31101237095661716 1.3691303386294738 130.77288358405121 1.4831320546800264 1.2582904565537685 1.555471474304795 0.61212508121957654 0.53295397498459329 1.5871610669419167 1.4574873875826622 1.5165273770689989 2.2387826077756499 1.4641331480816031 0.33813449053013755 1.1941816526159552 2.563193153589963 1.5808729893296916 1.6208348887539612 1.0615173020214568 1.2574606655980449 1.3774120563175518 1.4182793298386931 0.052581775242232065 0.94549145142082158 1.1580659410974474 0.47639271014686813 0.32682585537173736 1.2757704805262617 1.7186361014100837 1.6886432972678447 2.8752075230586343
leaf_count=68 32 2878 28 34 15 29 6 17 17 10 21 18 60 31 18 28 46 30 20 13 18 106 9 55 37 244 27 32 50 37
internal_value=1.81568e-05 -0.000824975 0.00303368 0.00412092 0.0218231 0.00086762 0.00440258 0.0199231 0.00296906 0.00054277 0.00283749 0.000764795 -0.05776 0.00516671 0.00289965 0.0214813 0.00306615 -0.0230659 -0.00615251 -0.00140788 -0.00716276 0.00196968 0.00524677 0.0294017 -0.0428088 -0.0827139 0.0383324 -0.00135143 -0.00690301 -0.018971
internal_weight=169.089 132.142 36.9466 36.2974 5.63511 30.6623 4.07964 3.07029 29.404 27.5161 26.0586 24.5421 0.649147 22.3033 20.8392 6.82642 4.26323 2.64239 14.0128 12.8186 11.5611 10.1837 9.80432 2.10356 1.00935 0.379408 1.8879 7.70077 5.98213 4.56385
internal_count=4034 2910 1124 996 103 893 88 45 859 803 786 776 128 755 737 122 104 58 615 584 564 551 201 64 43 350 56 137 105 87
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 0 2 0 0 1 1 2 0 1 1 0 0 0 1 0 2 1 0 1 1 1 2 0 0 0
split_gain=0.0433095 0.250453 0.954339 0.473457 0.441486 0.391052 0.54919 0.67792 0.222604 0.234808 0.301079 0.220304 1.02614 0.799991 0.975118 0.336951 0.315195 1.70544 0.399206 0.286351 0.419042 0.330023 0.223224 0.213249 0.151209 0.12954 0.123449 0.121355 0.109231 0.698511
threshold=38.969453495950006 0.34311846950000008 37.999598532650005 38.748048509250005 38.625745710700009 0.5017514446000001 36.893814626400008 0.48637765340000011 0.46989611090000011 0.33992994225000006 0.33750486510000005 36.893814626400008 0.51505942935000004 0.36491422415000008 0.36575252235000005 0.51191581090000016 0.5231430197000001 0.52770875125000016 0.42780156285000009 0.5296248615500001 35.050303764500008 0.45434268435000008 0.54386096225000014 0.36533337325000009 0.45280081435000008 0.38976377950000002 35.171584490050009 0.5398790455000001 0.4778150355000001 0.47808448850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 23 -8 9 10 -1 13 -13 -7 -15 -16 -14 -18 27 25 22 -22 -21 26 -20 -17 -3 -19 -2 -30
right_child=28 3 -4 -5 -6 11 7 -9 -10 -11 -12 12 16 14 15 19 17 18 24 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.029712122344045251 0.0055022787294828762 -0.017012129510271985 -0.13474014188773661 0.043048028205258548 -0.069141771074951314 -0.14456498178754387 0.011410253100132437 0.089476687964676005 0.108357447272523 -0.10390433484498048 0.10212394159011658 -0.11369286520143247 0.033549525749708958 0.11054981189982248 -0.078167401940793579 0.053617846402500183 -0.14202967184930845 -0.0019218889482630224 -0.10636295595449799 0.067294650181057319 -0.1117784702976346 0.061033740057283292 -0.014439284048063904 -0.035869292599991047 -0.023035920015419528 0.010046303420011247 0.037339300979184836 0.030920557569990015 -0.086624760973533318 -0.0012663480781142638
leaf_weight=0.42548431811155996 23.471014260218908 0.70684823063792679 0.60482172030242498 3.0390079734679594 0.86060069004042716 0.32510180771351116 2.6195353530274588 1.9333623703569172 0.23150891857221723 0.17954584117978811 0.29217993095517159 0.94932398435048426 1.7653521299362163 0.93677396327257145 0.49882751397672098 1.2424992511514577 0.89873048879962869 1.8460273178643545 0.34096973325358693 0.48889929940924082 0.60354031377210038 0.13527796504760659 1.0556418909706051 1.5603056306717915 0.60273396280570068 1.5134938235569277 1.0222646564689055 2.8808789944741875 0.96678136894479294 114.63223235083274
leaf_count=109 709 48 22 38 15 3 36 23 4 11 6 15 16 4 11 22 25 34 49 6 47 68 198 18 81 26 41 25 17 2307
internal_value=2.1461e-05 0.00349757 -0.0333809 0.00579507 0.00122767 0.00375877 0.0220673 0.0445607 0.0209323 -0.00162623 0.0239618 -0.00516818 -0.0151843 0.00850673 0.0161923 0.000231918 -0.00396418 -0.0140451 0.00623909 0.00799239 -0.0181963 -0.0801365 0.0114323 -0.00906586 -0.0531428 0.0296899 0.0151208 0.0180944 -0.00071739 -0.00198022
internal_weight=168.63 29.5595 1.73354 27.826 24.787 23.9264 7.84232 4.5529 1.12872 0.89721 0.717664 16.0841 9.28402 6.80006 6.47495 5.53818 8.33469 6.56934 5.67061 5.03935 2.28336 0.738818 1.54454 3.28942 0.943704 2.75599 1.72911 4.72691 139.07 115.599
internal_count=4034 1001 152 849 811 796 166 59 130 126 115 630 245 385 382 378 230 214 189 367 319 115 204 107 130 48 89 59 3033 2324
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 0 0 0 0 1 0 0 0 2 1 1 1 0 1 2 0 2 1 2 2 1 1 2 2 1
split_gain=0.0422276 0.312375 0.896387 0.796032 0.272139 0.268812 0.439474 0.235717 0.168574 0.188031 0.0931215 0.119269 0.199627 0.0676095 0.272316 0.220769 1.00315 0.304425 0.269082 0.0910736 0.0487942 0.326368 1.11884 0.768558 0.682724 0.633526 0.581685 0.770723 0.486374 0.824756
threshold=36.242939472700009 0.49880243110000005 0.36533337325000009 0.50008981770000005 0.50465554925000011 0.52404119640000013 0.53749887730000012 0.54386096225000014 0.49336846205000007 0.34398670700000006 0.45589952400000006 0.44284602260000011 0.42018203045000008 37.038444968100009 0.36491422415000008 0.38976377950000002 0.39736834230000012 0.5296248615500001 0.46280051495000007 37.137227079750012 0.47976108500000009 41.872294782850005 0.34566330350000002 42.434124620650003 42.456897412850005 0.34608245260000009 0.34551360740000009 41.741384785950011 42.686561923500008 0.34488488370000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -5 -6 -7 -8 9 10 11 12 -1 14 -2 -16 -17 -18 -19 -15 21 22 26 25 -25 -23 27 -21 29 -26
right_child=13 3 -4 4 5 6 7 -9 -10 -11 -12 -13 -14 19 15 16 17 18 -20 20 -22 23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.10274584039883494 -0.073384244097292856 0.10666919012496756 -0.17093109940215334 -0.045112556540945793 0.035964365361704706 -0.10685746134925483 0.070815481127104687 -0.015093878656855735 0.10071902518714293 -0.10573472336459502 0.079288287066031901 -0.10604412126076271 0.090337392577764658 0.032321435794906532 0.015633919439089296 -0.14615867374943187 0.11276844838243967 -0.10544144089944547 0.097588385049145646 0.0025285646022822532 -0.0012511585426927237 -0.12588928139960412 0.080068472814294189 0.093502821662430791 0.039017789174877339 0.026067370496712185 -0.042798212061468159 0.065702598779926916 0.00013337325377452312 -0.11106117818748201
leaf_weight=0.079494254017844268 0.63197083121121878 0.84627318009734143 0.36121759843081236 0.98827187773713365 2.337715980829671 0.40628136380109925 0.45145955868065346 1.0916925974818807 0.1875399062409997 0.14866912785100794 0.18270808830857277 0.09255165234208107 0.16404621221590787 0.86755704727602179 2.3055729344487195 0.48469964455580317 0.3249786966771353 0.17483064556063255 0.10417397486190794 21.553131938010676 113.35093173865471 0.94771639265490992 2.0511368707811917 0.70526213152333994 0.56166381226648709 0.38615355275032925 2.4710575044155112 2.1212350556597803 10.525670710524535 1.052045392221771
leaf_count=70 42 7 6 9 33 24 7 243 12 46 10 5 14 15 17 13 4 44 21 283 2466 70 52 6 16 13 15 17 419 35
internal_value=2.10726e-05 0.00743949 -0.0388498 0.016636 0.00219305 0.0130979 -0.014323 0.0100395 0.0169509 -0.00658552 0.021827 -0.00941038 0.0273129 -0.000317838 -0.0131129 -0.00189108 -0.0390049 0.0469866 -0.0296347 1.11396e-05 -0.000168863 0.00272622 0.00894945 -0.00964981 -0.0021471 -0.081898 0.00337008 0.00818899 -0.00770407 -0.058825
internal_weight=167.958 7.33792 1.21623 6.12169 5.27542 4.28715 1.94943 1.54315 0.855009 0.667469 0.5188 0.336092 0.24354 160.62 4.02623 3.39426 1.08868 0.603983 0.279005 156.594 155.726 42.3751 28.1966 14.1785 12.8446 1.33387 26.1454 23.6744 12.1394 1.61371
internal_count=4034 486 163 323 316 307 274 250 157 145 99 89 84 3548 141 99 82 69 65 3407 3392 926 367 559 476 83 315 300 470 51
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 0 0 1 1 1 0 1 2 1 2 0 0 2 2 1 2 2 1 0 0 0 1 2 2 0
split_gain=0.0403296 0.748082 1.60238 0.46781 0.367012 0.25301 0.225208 0.863043 0.666759 0.40176 0.401379 0.911777 0.304009 0.258756 0.144102 1.06266 1.00911 0.725749 0.313671 0.774669 0.764185 0.447717 0.493442 0.634296 0.24704 0.23931 0.372657 0.552456 0.44218 0.365905
threshold=0.5223196910500002 0.38906020780000011 39.051326806600009 0.5231430197000001 0.52005927965000021 0.5216909673500002 0.50706565670000014 0.37668033890000002 0.38052752915000004 0.37078231190000005 0.50339810185000011 0.37078231190000005 39.896141435400004 0.36698003050000011 42.094663496250007 0.52507409960000018 0.53158588065000012 41.975471476700008 41.385032804600009 0.42039160505000012 41.827117825850003 41.035283712600005 0.4019490434500001 0.55257327625000008 0.54562737640000014 0.56719858685000013 0.41853537320000006 40.340071172300007 38.903925214650009 0.54228915300000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 10 9 -9 -8 13 -12 -11 -1 17 -16 -17 18 21 -20 24 25 -23 -24 -21 26 27 -5 29 -28
right_child=3 2 5 14 -6 -7 7 8 -10 12 11 -13 -14 -15 15 16 -18 -19 19 20 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00026225614801915151 0.039940626874937657 0.040436102210257889 -0.1089982321549728 -0.0048786067056962408 0.040584428992432232 -0.21385391009096841 -0.015917822739568984 0.055735721141269214 -0.027621238064794752 -0.037772237426818955 0.070991916673646349 -0.029937044720032453 -0.11819016290764545 -0.044507143488059175 0.10112461995079008 -0.1212782275929572 -0.0091170679010495106 0.062706213770572464 -0.11822688400661972 0.026417394692546656 0.085983805425386264 0.068727784130969624 -0.043125425647609628 0.05349202076109294 -0.082233465180484869 0.024372841783676869 0.056018060047118706 0.042535551838429358 -0.033237463570630531 -0.015458127209868312
leaf_weight=98.216043262133297 3.1084431008202946 0.76607972687906911 0.52949756865700692 12.819169502145092 2.1806865345279212 0.40700348814425524 1.5448981095105403 1.9574798565590756 1.8823480303399263 0.81155605241656292 2.3355680070817466 1.4512318484485147 1.1172525598376521 1.3398290489612907 0.79891038371715595 0.87578988620134524 9.5395497646204586 1.9249191626440723 0.76604867773130481 0.2926363945007322 0.67023262237489678 1.9858314562588919 1.4179200530052187 1.304733487551857 0.73455619908054359 2.9973818185260077 1.1666052873479187 3.0402441849000743 7.4256305799790425 1.8551660252851432
leaf_count=1601 29 21 78 210 21 6 13 25 26 18 41 13 34 33 33 172 664 25 37 3 31 25 14 39 65 525 11 16 114 91
internal_value=1.90299e-05 -0.00103448 -0.0668258 0.00230772 -4.17607e-05 -0.154569 -0.000842375 -0.0178006 0.0148727 -0.0539176 0.000357753 0.0323125 -0.0843539 -0.000857707 -5.00191e-05 -0.0100227 -0.0185483 0.00286231 -0.000295773 -0.0347529 0.00291897 0.00219989 0.0308223 0.003175 -0.05128 -0.00239904 -0.00544942 0.00421067 -0.0201137 0.0121364
internal_weight=167.263 114.539 1.70258 52.7238 112.837 0.936501 110.656 7.31353 3.83983 3.47371 103.343 3.7868 1.92881 99.5559 49.6153 11.2143 10.4153 38.4011 36.4762 2.46347 1.69743 34.0127 4.70848 2.72265 1.02719 29.3042 26.3068 15.8594 10.4474 3.02177
internal_count=4034 1930 105 2104 1825 84 1804 116 51 65 1688 54 52 1634 2075 869 836 1206 1181 136 99 1045 78 53 68 967 442 226 216 102
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 2 1 0 0 0 0 1 1 0 2 0 1 2 2 0 1 2 1 1 1 1 2 2 0
split_gain=0.0377129 0.35709 0.280925 0.176825 0.44571 0.204383 0.275229 0.199532 0.16397 0.185218 0.175908 0.446951 0.171769 0.2111 0.18114 0.674947 0.704251 0.477249 0.322141 0.707338 0.74808 0.585209 0.99643 0.906065 0.641083 0.531992 0.844034 0.456099 0.417516 1.27983
threshold=0.47721625100000004 0.34398670700000006 0.47709649410000005 0.47700667645000011 0.47676716265000008 0.34551360740000009 44.756878345700009 0.34548366815000003 0.47754558250000007 0.47769527860000011 0.4778150355000001 0.47808448850000007 0.34452561300000012 0.34467530910000005 0.47976108500000009 41.872294782850005 0.47883296910000012 0.34554354660000003 42.456897412850005 42.360359531950003 0.49649711085000009 0.34518427590000006 40.664404858950007 0.3453339720000001 0.34542378970000004 0.34530403280000005 0.3453938505000001 42.488347682450005 41.872294782850005 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -1 -3 -10 -11 -12 -13 -14 15 16 -15 -18 19 21 -21 22 -16 -23 -25 -20 -27 -28 -26 -30
right_child=1 8 -4 -5 -6 6 -8 -9 9 10 11 12 13 14 18 -17 17 -19 25 20 -22 23 -24 24 28 26 27 -29 29 -31
leaf_value=-0.0016192969385855284 0.069255892203658395 0.022589860273226695 -0.043928792312852342 0.029172934826109932 -0.11647479789572582 -0.10928059320587911 0.029221457193167967 0.052462030288610718 -0.035585790710818632 0.02379606169444207 -0.066147621323560543 -0.027670675969455896 0.037084527286423079 -0.0035946657989703681 0.013259548261443283 -0.035445205367818672 0.075187025107232963 0.01537695304409578 0.047014786442405108 -0.10009468685250754 -0.0036883575569334609 0.065438015858231863 -0.064165052348840818 -0.075370995023117171 -0.0031775233600122871 -0.14128174868941698 0.061007661760925119 0.0021726286190461644 0.11608237416211016 0.0055594780050722496
leaf_weight=13.137204160149791 0.75257620215415855 3.198990855831652 1.6268984922207881 1.8038672255352146 0.34406450123060572 0.38572234753957069 0.2284552511991933 0.71957751107402224 1.4723849026486266 3.0564626716077319 1.0280660788994271 2.2026583938859394 1.557449732441454 5.3417951241135579 2.9404296651482573 2.5154849785612887 2.9013307094573975 2.469829585403204 3.2036341503262546 1.5431511998176568 1.6824238553163011 2.0674241371452799 3.8238226138055325 1.1607958208769549 73.236909125928037 0.39603362604975956 1.4105533160618531 19.996699785701139 1.1859220843762148 8.9908000051145773
leaf_count=658 7 29 17 23 16 109 55 4 16 17 18 15 10 32 16 51 15 27 15 15 32 15 32 13 1562 4 18 1033 4 156
internal_value=1.94234e-05 0.000547801 -0.00427042 -0.00038808 -0.00398741 -0.00131289 -0.0577621 0.00118913 0.00019696 -0.000299869 6.41834e-05 -0.000455207 3.19712e-05 0.000479248 5.65285e-05 0.0111696 0.0221152 0.0476845 -0.00115205 -0.00376997 -0.0498102 -0.00218008 -0.0305085 3.15623e-05 -0.0015673 0.00896415 0.00337324 0.00604935 -0.000540238 0.018439
internal_weight=166.381 148.136 18.2458 16.6189 14.815 14.471 0.614178 13.8568 147.383 144.184 142.712 139.655 138.627 136.424 134.867 13.2284 10.713 5.37116 121.639 96.6317 3.22558 93.4061 6.76425 86.6419 84.5744 25.0069 21.8033 21.4073 83.4136 10.1767
internal_count=4034 3152 882 865 842 826 164 662 3145 3116 3100 3083 3065 3050 3040 125 74 42 2915 1845 47 1798 48 1750 1735 1070 1055 1051 1722 160
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 2 2 1 0 2 2 0 2 0 2 0 1 0 0 2 2 1 1 2 1 2 1 2 0 2
split_gain=0.0438017 0.408941 0.477497 0.361401 0.295114 0.532065 0.498787 0.569768 0.193347 0.861131 1.67099 0.555554 0.209192 1.01041 0.771979 0.602296 0.489735 0.509756 0.635166 0.271721 0.562089 0.44347 0.931672 1.21469 0.822689 0.655908 0.624032 0.580418 0.823532 0.477046
threshold=0.48597347385000006 0.34587287805000005 42.388109226950007 0.34739977845000009 0.36006406990000012 42.047301293400004 41.32819714970001 0.35275889945000011 0.48271009850000007 41.872294782850005 40.206947806850003 0.48351845755000006 40.159267750750011 0.47997065955000012 39.952536079750011 0.47943175355000006 0.34545372890000009 0.47700667645000011 0.47464147780000004 40.563919884450009 40.94178426300001 0.3453339720000001 0.34479506600000004 41.646178195200001 0.34398670700000006 41.218101594450012 0.34219035360000005 41.319407281650008 0.48028502140000007 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 5 6 7 -5 12 10 -10 -12 13 14 15 16 17 18 -1 -14 -21 22 23 -22 26 -23 -25 -24 29 -29
right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 11 -13 19 -15 -16 -17 -18 -19 -20 20 21 25 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0045816580155626794 0.060430274634116855 -0.029791963137124101 -0.0060504131916495219 -0.048046086402988582 -0.00040735272848952124 -0.0014507310182406395 0.10745095205824054 0.072468259313319253 0.034722547642194478 0.017099301038947124 -0.038396253157411776 -0.10480383956984063 0.022706107272741603 -0.083424268326337037 -0.094828132745966243 0.07332358773655108 0.058594272152326869 -0.045285205002657682 0.11042139319539153 -0.043477020735312802 0.06721437844912688 0.072382614199289791 -0.071863146670254049 -0.0040451317056085217 -0.09572983032263882 0.0085824170999770737 0.099374743175302649 -0.012133615738681004 -0.070037337463722843 0.049731696324761009
leaf_weight=3.8870646979273378 2.4665127564221612 3.8840440139174452 1.9224743694066999 0.69415387534536355 72.888568103468259 4.0602518357336521 1.1054474860429762 0.90215646009892225 2.3637307174503785 5.5404764991253614 2.9398493990302086 2.2043776111677289 6.3173457947777925 1.6749646535372438 0.78828178474577804 1.2342270743101842 1.1653481070609357 2.7318547964096069 0.54795152903534461 2.7234108917991753 3.176704320569117 1.762984093264097 2.1743510326814421 6.2314828208773179 0.90616345964372147 18.738993919530458 0.64371300861239422 6.4526497868209827 2.1391383484005928 1.5448291857028378
leaf_count=210 35 27 14 19 2465 38 9 28 13 38 14 39 46 15 12 9 47 20 5 88 39 13 16 257 25 363 3 65 13 49
internal_value=2.7649e-05 0.00155741 0.0313102 -5.83316e-06 0.00144664 0.0214311 0.0558184 0.0200627 -0.00169917 -0.0128056 -0.0348739 -0.0668529 0.000535845 -0.0113652 0.000290993 0.00812888 -0.00152823 -0.0113043 0.00962711 0.00324671 0.0006027 0.00334532 -0.00610284 0.0151062 -0.00616669 0.0140687 0.0056379 -0.0249812 -0.0149248 -0.000183432
internal_weight=165.814 87.9236 4.38899 83.5346 79.6506 6.76201 2.70176 1.59631 77.8899 13.0484 7.50796 5.14423 64.8415 12.0297 10.3547 9.56645 8.33222 7.16687 4.43502 52.8118 46.4944 43.771 23.269 10.9581 7.78136 20.502 6.8752 12.311 10.1366 7.99748
internal_count=4034 2635 49 2586 2559 94 56 47 1399 104 66 53 1295 318 303 291 282 235 215 977 931 843 467 324 285 376 260 143 127 114
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 1 2 2 1 1 1 1 0 1 0 1 0 2 1 0 2 2 0 1 1 2 0 0 0
split_gain=0.0477997 0.454718 0.216916 0.803083 0.363306 0.347645 0.246792 0.236296 0.38952 0.228513 0.197687 0.77228 0.753033 0.623386 0.371391 0.773656 0.408787 0.24279 0.195988 0.510475 0.30254 0.187543 0.442964 0.427967 0.18386 1.4257 1.06152 0.500959 1.11644 0.576462
threshold=41.218101594450012 41.147265497500008 0.47736594710000008 0.47700667645000011 39.952536079750011 0.47464147780000004 0.32388251845000005 38.969453495950006 38.121007182500009 0.34398670700000006 0.34488488370000009 0.34512439750000007 0.34527409360000011 0.47865333370000007 0.34569324270000007 0.48447651265000008 0.35738450945000005 0.47961138885000004 41.360869295700006 0.34988473400000003 0.48200652675000005 41.436838994450007 41.535369675400013 0.48200652675000005 0.3459626957000001 0.34608245260000009 41.571132012400007 0.48306936920000004 0.48537468940000006 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 9 -1 17 -12 -13 -14 -15 -16 -17 -4 19 20 -2 -20 23 -23 26 -26 -24 29 -29 -27
right_child=18 -3 10 -5 6 -7 -8 -9 -10 -11 11 12 13 14 15 16 -18 -19 21 -21 -22 22 24 -25 25 27 -28 28 -30 -31
leaf_value=0.0062454508680233507 -0.020626561272140798 0.049975085085195665 -0.0005400878959455895 -0.1062874219505857 0.03991286656297055 0.077732549652208952 -0.13559187105233739 0.031389585982776413 -0.12612262733701751 -0.07724594137803123 -0.056502808087438773 0.060546436944486859 -0.067514425971062261 0.024028623682807244 -0.049098733367872481 0.044521549087324488 0.00019923182528515504 0.035779929723935476 0.021395785596578443 -0.061437821988099418 0.022283601166046652 -0.0017448560217933275 0.093872768217303615 -0.07686527313502356 -0.10602827131867654 -0.018786932284209294 0.0021635290154256195 -0.11336839912633279 -0.001418128745043621 0.061943167336348387
leaf_weight=1.9777007082284401 4.0000127536113705 1.9076326556096308 3.6887377258390179 0.87579702585935582 0.10740990938211314 0.5867561085615306 0.31537973376998707 1.2355439575039779 0.31397661845949176 0.39294701825869527 2.3099642656743518 2.1488810684531918 1.3248157985508431 6.7189806550741187 3.1377045012004592 2.1680372848641118 51.777138805772779 3.6733323894441128 3.8823712976809466 1.9169221746924447 2.7885614968836308 1.5481455449189518 1.3159454313790764 1.4866744600367381 1.3327863467857231 1.3710907549671021 30.855814912276401 0.92154061980545776 26.715027799870086 2.492333953268826
leaf_count=141 26 31 24 9 19 8 83 17 16 73 14 12 15 36 28 39 1248 19 32 42 32 11 7 35 12 125 624 7 1219 30
internal_value=4.58058e-05 0.00170536 0.000592643 -0.0180467 -0.00237014 0.00594458 -0.0910048 -0.00480037 -0.0214561 -0.00759368 0.00199894 0.000350274 0.00230237 0.000380587 0.0017904 -0.000827171 0.00198053 0.0175819 -0.00169677 -0.015868 -0.00300023 1.85319e-05 -0.00120127 -0.0385443 0.000542137 -0.00472234 0.00591478 -0.000436015 -0.00515111 0.0332929
internal_weight=165.288 84.6607 82.7531 5.80551 4.92971 4.50692 0.42279 3.92017 2.68462 2.37065 76.9476 69.5855 67.2756 65.1267 63.8019 57.0829 53.9452 7.36207 80.6272 8.7055 6.78857 71.9217 68.0394 3.03482 65.0045 32.8328 32.1718 31.5 27.6366 3.86342
internal_count=4034 1832 1801 366 357 255 102 247 230 214 1435 1392 1378 1366 1351 1315 1287 43 2202 100 58 2102 2070 46 2024 1393 631 1381 1226 155
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 0 2 2 2 0 2 2 1 0 2 1 1 1 1 1 0 0 2 2 1 1 0 2 2 2
split_gain=0.0421944 0.624189 1.39181 0.389487 0.299358 0.187931 0.786306 1.78078 1.2008 0.497393 0.362414 0.207657 1.4431 1.1816 1.15667 0.334418 0.342992 0.303556 0.629123 0.345576 0.312709 0.218525 0.690957 0.214559 0.18314 0.291951 0.165166 0.14487 0.579026 0.649297
threshold=0.5223196910500002 0.38906020780000011 39.051326806600009 0.5231430197000001 0.52005927965000021 0.5054040298000001 40.137820134150012 42.558389508100007 38.903925214650009 0.50339810185000011 41.872294782850005 38.625745710700009 0.35374689380000007 0.48637765340000011 39.792680591700012 0.35651627195000007 0.35807311160000005 0.34739977845000009 0.34656148020000005 0.34641178410000012 0.49649711085000009 0.4778150355000001 37.038444968100009 39.051326806600009 0.35862698720000002 0.36042334060000009 0.5216909673500002 42.67709657435001 43.077238082650005 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -7 11 -11 21 17 14 -14 -16 -17 18 19 23 -19 -1 -23 -13 -18 -26 -4 -25 29 -29
right_child=3 2 26 -5 -6 6 7 -9 -10 10 -12 12 13 -15 15 16 24 20 -20 -21 -22 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=-0.010704025268049406 0.037148251054748359 0.037245733037905356 -0.10811125911013104 0.0002555567608643902 0.037063352412206013 -0.041734508832348596 -0.10460139519801784 0.033207124502023948 0.066067615205864225 0.0057836389199970965 0.077777965703181157 0.040256155878496375 -0.17085057014753136 -0.12580162357651456 0.10608202097986037 -0.11162421334375701 0.10363152641142677 0.005354372074576827 -0.052627018138731566 0.048256699246178703 0.056319352986612205 -6.1992340248926688e-05 0.065596784417733409 -0.0040647759463978556 -0.10443318744360906 0.058177842578074061 -0.19499649739102451 0.016250189308763093 -0.0079053277245356227 0.10314483711081091
leaf_weight=2.8400700346088268 3.0384750563243861 0.75625222222788469 0.48108124775262695 49.16418706613004 2.122418446437222 1.9739908864721636 2.2822064077481632 1.5916499425657091 2.1682273643091321 1.3939424175769084 1.4029347179457543 1.252474168955813 0.34648649394512121 1.6845969236455856 0.435349808540195 0.21274451911449432 0.24258111696690321 3.401799988190759 2.3274089158512643 1.464507721364497 1.8633808996528385 4.754971637215931 2.417664872482419 55.325313578140594 0.17767133819870651 0.29165146049945179 0.40129553762380965 6.3857187014509718 11.555603537301065 0.99373900569844398
leaf_count=225 29 21 78 2075 21 31 35 39 24 17 24 17 5 44 4 6 6 25 28 15 31 56 32 593 56 46 6 128 297 20
internal_value=5.30817e-05 -0.00103683 -0.0623047 0.00240291 -0.000131628 -0.000857298 -0.0155939 -0.0479801 0.0146941 0.000314964 0.0418965 -0.000872074 -0.00242535 -0.0663904 -0.00774115 0.0338142 -0.000211453 0.000139515 -0.0014042 0.000144516 0.0233912 0.0127734 0.0220695 -0.000788579 0.033083 -0.00338175 -0.147626 -0.00148084 0.00606902 0.0279517
internal_weight=164.75 112.548 1.63863 52.2027 110.909 108.787 8.01607 3.87386 4.14222 100.771 2.79688 97.9737 87.961 3.39108 1.70648 1.36 0.924648 84.5699 79.3048 76.9774 5.26518 10.0127 7.17264 75.5128 0.711904 0.469323 0.882377 74.2604 18.9351 7.37946
internal_count=4034 1930 105 2104 1825 1804 129 74 55 1675 41 1634 1321 167 123 118 114 1154 1098 1070 56 313 88 1055 108 102 84 1038 445 148
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 0 1 2 2 0 1 0 2 1 1 2 2 2 2 2 1 1 2 1 0 2 0 0 0
split_gain=0.0439207 0.372648 0.182318 0.176074 0.682039 0.315528 0.304106 0.222777 0.181094 0.365465 0.177641 0.174044 0.110101 1.19499 0.426615 0.370436 0.277767 0.548385 0.267098 1.07459 0.839025 0.749571 0.646197 0.363127 0.687347 0.636042 0.819091 0.698592 0.529149 0.757719
threshold=41.218101594450012 41.147265497500008 41.243661560350013 0.47736594710000008 0.47700667645000011 39.952536079750011 0.47464147780000004 0.32388251845000005 38.969453495950006 38.121007182500009 0.47769527860000011 0.34398670700000006 0.48271009850000007 41.32819714970001 0.34488488370000009 0.34509445825000007 41.32819714970001 41.385032804600009 41.481306584950012 41.827117825850003 41.646178195200001 0.34524415440000006 0.3453339720000001 42.094663496250007 0.34988473400000003 0.48351845755000006 42.283941020600004 0.48637765340000011 0.52507409960000018 0.53158588065000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 8 -7 9 11 -5 -1 16 -14 -15 -16 -4 -18 -17 20 -20 -21 -23 24 -24 -25 -27 -28 -29 -30
right_child=2 -3 12 10 -6 7 -8 -9 -10 -11 -12 -13 13 14 15 18 17 -19 19 21 -22 22 23 25 -26 26 27 28 29 -31
leaf_value=0.0066814790126276157 -0.044639890356230456 0.046094228075161219 0.027224074220353986 0.035957196642961799 -0.09897604721627104 0.036817472734127395 0.074610777992424618 -0.13248199550119985 0.027957974947793125 -0.12363808610796588 0.0012394726059410128 -0.064500874971392827 -0.076944864286194306 -0.073635703110286124 0.045644505513999782 0.030631772478463465 -0.06537862243795553 0.0022036174265980431 -0.02533964667078192 -0.11342956731366714 -0.14602914013350096 0.11122793681681975 -0.013720951362775485 0.11032741281379983 0.049561573669430183 -0.10508511402091024 -0.073298470202561014 0.017914826745247019 -0.11847402393209626 -0.0074132040152655662
leaf_weight=1.9807105367835833 0.97306973320883017 1.8455195782444196 4.1278468378804964 1.5034510195255268 0.84906591475009907 0.10604929444161815 0.56090896064415563 0.29100863285202649 1.2122836485505102 0.29489521508185124 74.752578177961709 0.4155535207150719 2.1697340242681085 0.78418225608765979 1.7622880339622486 2.4351674633398934 1.2450921423733223 33.646655936765455 1.7336327393240929 0.55628442764282482 0.86263845024768659 0.54888606071472423 3.0702711790800121 0.47221042215824383 3.8921959280924057 0.81911541221052431 1.3303808793425584 9.8834968387111548 0.65832584103827585 9.1875729346411372
leaf_count=141 19 31 23 6 9 19 8 83 17 16 1429 73 43 13 8 40 8 769 48 9 50 2 14 2 87 41 20 205 169 632
internal_value=5.56195e-05 0.00165619 -0.00161789 0.000655641 -0.0162811 -0.00183812 0.00575964 -0.0872642 -0.00413398 -0.0185904 0.00192396 -0.00566277 -0.00108922 -0.00476442 -0.000642677 0.000895513 0.002694 -0.000208016 -0.00132903 -0.00368644 -0.06544 0.00158429 0.00372679 0.00171387 0.0216556 -0.00449806 -0.00697633 -0.00316041 0.00156909 -0.0148391
internal_weight=163.971 83.812 80.159 81.9665 5.71048 4.86141 4.46435 0.397058 3.90344 2.69116 76.256 2.39626 79.186 40.1664 37.9966 37.2125 39.0196 34.8917 35.4502 33.015 2.59627 30.4187 29.8625 29.3136 6.96247 22.3511 21.8789 21.0598 19.7294 9.8459
internal_count=4034 1832 2202 1801 366 357 255 102 247 230 1435 214 2183 1383 1340 1327 800 777 1319 1279 98 1181 1172 1170 101 1069 1067 1026 1006 801
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 0 0 2 2 2 0 2 1 2 1 0 2 1 1 1 0 0 0 1 0 1 1 1 0 2
split_gain=0.0471339 0.460382 0.87948 0.320865 0.596796 0.366602 0.780155 0.366455 0.2733 0.886368 0.229422 0.299004 0.195701 0.190375 1.21737 1.01668 1.00281 0.28432 0.318668 0.233165 0.754679 0.463927 0.473951 0.729341 0.507659 0.220517 0.516866 0.302508 0.267683 0.201472
threshold=0.5216909673500002 0.51675099550000014 37.903039192800001 0.51401155655000019 0.37473428940000003 0.50706565670000014 0.50339810185000011 41.436838994450007 40.040005255000004 47.927946529500012 0.5231430197000001 39.110279783550006 0.38733870245000007 38.625745710700009 0.35374689380000007 0.4871261339500001 39.792680591700012 0.35651627195000007 0.35807311160000005 0.36575252235000005 0.50278434775000014 0.49830843385000007 0.49787431515000008 0.36006406990000012 0.4778150355000001 0.34739977845000009 0.34656148020000005 0.34641178410000012 0.49649711085000009 39.051326806600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 13 -8 -6 -10 11 -2 -4 19 25 16 -16 -18 -19 20 21 22 23 24 -1 26 27 29 -27 -15
right_child=10 2 12 -5 8 -7 7 -9 9 -11 -12 -13 -14 14 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0087713702200854348 -0.0040895660806179648 0.034828001131356943 -0.11090044146535212 0.029896685972599792 -0.010319339425290971 -0.045994733570084469 0.016557941488627527 0.087032039544493178 -0.1414587443663016 0.065098974995531189 0.00056044887926465334 0.049205384341646535 -0.048691894792127585 0.039881010736608331 -0.1608886376892896 -0.12020318404971897 0.10400084615143397 -0.11047539979203176 0.035444451317741946 0.049030197883391489 0.10976503892530282 -0.037967072928122091 0.10356594367857186 -0.12932178359914742 0.063941763510015917 0.0035022432247689191 -0.047535419515140592 0.045801750026625662 0.051530567105437179 -0.0013890627595454911
leaf_weight=2.8393104114585679 1.941610813140868 1.056189734663348 0.94649878144264254 3.4659125288308124 0.73306462555137741 1.705058381834532 1.4917958676815026 1.4599055740982292 0.82049379107058917 0.2781789123832823 48.945500020305587 2.2993694755932665 1.085853335478532 1.2021176804846607 0.33214423619210665 1.5723655796609817 0.40111136238556333 0.19468384236097336 0.64715400757586394 1.4776966294157308 0.64605744928121556 2.5193897066637874 0.53391210734844197 0.37661940419627615 1.4507723259739576 3.3539833188333423 2.3439905992709091 1.4236552901566017 1.7743619456887243 73.962574033261262
leaf_count=220 16 18 16 30 25 44 17 29 74 9 2075 27 30 17 5 39 4 6 104 16 3 24 6 10 33 25 28 15 31 1038
internal_value=4.92749e-05 -0.00113163 -0.0391947 -3.30109e-05 -0.00103488 -1.60269e-05 0.000767909 0.0514143 -0.0576074 -0.0891593 0.00249373 0.0248058 -0.0776634 -0.000772432 -0.00226044 -0.0633195 -0.00653426 0.0347127 0.00169895 0.0124102 0.00594198 -0.00274657 0.0143157 0.00410466 0.0158179 2.57752e-05 -0.00127975 0.000135907 0.0201196 -0.000729026
internal_weight=163.281 110.095 3.08854 107.006 103.54 101.709 100.004 2.9517 1.83174 1.09867 53.1865 4.24098 2.03235 97.0519 87.2081 3.14746 1.57509 1.24295 0.841838 9.84376 8.36606 7.72 5.20061 4.6667 4.29008 84.0607 78.9323 76.5883 5.12835 75.1647
internal_count=4034 1916 64 1852 1822 1714 1670 46 108 83 2118 43 46 1624 1312 158 119 114 110 312 296 293 269 263 253 1154 1098 1070 56 1055
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 1 2 1 0 0 2 2 1
split_gain=0.0415525 0.238866 0.759164 0.735155 0.211134 0.213042 0.397267 0.198297 0.146229 0.163627 0.0790378 0.108071 0.17744 0.0760757 0.311186 1.1061 0.26654 0.268548 0.322525 0.269065 0.233213 0.0520153 1.0516 1.13386 0.815099 0.366939 0.262118 0.359798 0.535156 0.873874
threshold=36.242939472700009 0.49880243110000005 0.36533337325000009 0.50008981770000005 0.50465554925000011 0.52404119640000013 0.53749887730000012 0.54386096225000014 0.49336846205000007 0.34398670700000006 0.45589952400000006 0.44284602260000011 0.42018203045000008 37.198331469900005 0.52284362740000012 0.5296248615500001 0.5017514446000001 0.49880243110000005 0.49336846205000007 0.47515044460000005 0.55769288345000012 0.53544804050000006 0.39587138110000003 43.631818398850008 0.39408999735000005 0.53749887730000012 0.52366695610000014 39.952536079750011 40.750688432250008 0.38370108680000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -5 -6 -7 -8 9 10 11 12 -1 14 16 -16 17 18 19 -2 -17 22 24 -24 26 -23 -15 -28 -29 -30
right_child=13 3 -4 4 5 6 7 -9 -10 -11 -12 -13 -14 21 15 20 -18 -19 -20 -21 -22 25 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.1024508681542835 -0.14132397654559703 0.10624203678734911 -0.16356855021086394 -0.039069562955400317 0.032588744952883705 -0.10615488759939598 0.066675073967212881 -0.013017910496746622 0.10067777787684361 -0.10473028517996874 0.076449197769150573 -0.10539299268393076 0.088525804618317619 7.6556920959818732e-05 0.090045242740763115 -0.11795508662169563 -0.062298998980146736 -0.033084044068363017 0.1027091436084912 0.061333682969557574 0.025307726967151903 0.049774627529539373 -0.10709835258428771 0.074441910673027731 0.064891404651168189 0.0012271754322284102 -0.072539084209192681 0.093536506630574168 0.093214941727044365 -0.081334188824279924
leaf_weight=0.071216944005746852 0.13110702325775436 0.77598395943641651 0.32494769059121609 1.0131825909629695 2.2611794364638627 0.36783833883237083 0.43535493779927481 1.1040289520677786 0.16911339107900858 0.12836987760042717 0.17293363623321056 0.08320467546582222 0.15353933966252953 106.6546449872335 0.97256907209521137 0.45409325974469539 1.4411366296990307 1.2105338796973226 0.39943187870085239 0.13094700872898102 0.15155064631937876 1.6290526713128191 1.7046270497357903 0.43104248634836029 1.9248622709874315 35.15287854542828 1.1918640497460722 0.44467769935727108 0.39920603018254031 1.0188472876907324
leaf_count=70 38 7 6 9 33 24 7 243 12 46 10 5 14 1619 13 28 15 9 9 5 54 13 132 195 14 1301 22 4 3 74
internal_value=5.03389e-05 0.00755312 -0.0351864 0.0154684 0.00187428 0.0118262 -0.0127896 0.00952015 0.018409 -0.00442634 0.0223488 -0.008031 0.0280124 -0.00029047 -0.0125639 0.0239816 -0.0299722 -0.00508603 0.0461509 -0.040057 -0.0821063 0.000108288 -0.000948593 -0.0704581 0.000381191 0.00337732 -0.000750649 -0.0296335 -0.00218043 -0.0321957
internal_weight=162.504 7.06089 1.10333 5.95757 5.18158 4.1684 1.90722 1.53938 0.778378 0.609264 0.480895 0.307961 0.224756 155.443 4.89137 1.57821 3.31316 1.87202 0.661486 0.262054 0.605644 150.552 113.77 2.13567 111.634 36.7819 109.709 3.0546 1.86273 1.41805
internal_count=4034 486 163 323 316 307 274 250 157 145 99 89 84 3548 171 95 76 61 52 43 82 3377 2063 327 1736 1314 1722 103 81 77
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 0 2 1 1 1 1 0 1 0 1 1 1 2 1 1 0 2 2 0 2 1 2 2
split_gain=0.0402641 0.344254 0.151086 0.142102 0.579834 0.315432 0.275628 0.260244 0.208305 0.167788 0.211543 0.611307 0.629414 0.559841 0.305895 0.654206 0.22283 0.599093 0.155356 0.211381 0.382652 0.148671 0.271071 0.149563 0.456242 0.163466 0.304544 0.303495 0.334889 0.445858
threshold=41.218101594450012 41.147265497500008 41.243661560350013 0.47736594710000008 0.47700667645000011 0.34398670700000006 39.952536079750011 0.47464147780000004 40.750688432250008 0.34452561300000012 0.34488488370000009 0.34512439750000007 0.34527409360000011 0.47865333370000007 0.34569324270000007 0.48119816770000007 0.34641178410000012 0.35738450945000005 0.33992994225000006 39.458743938000005 0.33750486510000005 0.36359689830000008 0.49830843385000007 41.035283712600005 40.890797847750008 0.56719858685000013 40.80591513400001 0.41853537320000006 40.316494640950005 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -5 7 18 -8 -7 -11 -12 -13 -14 -15 -16 -17 -18 19 20 -1 -19 -23 24 25 27 -27 28 29 -24
right_child=2 -3 -4 5 -6 9 8 -9 -10 10 11 12 13 14 15 16 17 21 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.048927590215258943 -0.040549657574627723 0.044948775806471747 -0.0010764644344825366 0.068644165454318007 -0.092136085286357042 -0.032848380337189446 -0.12901652991989035 0.070833662770993067 0.03949748086906632 0.021452636443049462 -0.049659846073075421 0.056777505172408253 -0.064654366373414013 0.022033844498693854 -0.073739708095155967 -0.030104165043747872 0.060697078406415195 -0.029500676968194469 -0.01564582978651111 0.1033977460944152 0.101884070652909 0.058785966964455753 0.0033581607868426451 0.025215974245467728 -0.060804702301324509 0.0098005097681410289 0.099112360738263156 -0.016410783086675981 0.030609528654609974 -0.046326779199896563
leaf_weight=0.49839784604408455 0.98182523842115088 1.7914393269238633 78.264361606472789 0.69879038259386916 0.82541911676526059 1.4243728518486012 0.27329099567486981 0.5380766128655522 0.10026788468894665 5.0981746315956107 2.3610094934701911 2.0421538492664686 1.2968258224427689 6.6301399432122698 1.1995228044688691 2.2205857299268237 1.6961984171066422 1.6228036829270411 2.8044156176643327 0.28275443613529205 0.25397556275129318 0.80578061665209944 25.912830708763074 2.2943802870722712 1.2389355710729422 2.4853735304771187 0.45109112374484528 9.6719391167080158 4.0684081837534896 1.9414377063512791
leaf_count=127 19 31 2183 6 9 9 81 8 21 28 14 12 15 36 14 13 37 38 110 3 7 19 367 25 25 489 22 210 31 25
internal_value=4.44463e-05 0.00159038 -0.00156552 0.000628319 -0.0147736 0.00177107 -0.00133343 0.0057025 -0.0837853 0.0011435 0.00180641 0.000332152 0.00213201 0.000375615 0.00173059 -0.000690116 0.000920342 0.0022404 -0.00342504 0.0296841 0.00198127 0.000276676 0.00126548 0.000301167 -0.000947774 0.000717555 0.0235203 -0.000892258 0.00380955 -0.000104871
internal_weight=161.775 82.5288 79.2462 80.7374 5.5766 75.1608 4.75118 4.37762 0.373559 74.462 73.0376 67.9394 65.5784 63.5363 62.2394 55.6093 54.4098 52.1892 3.83954 1.03513 0.752373 50.493 48.8702 48.0644 45.77 44.5311 2.93646 41.5946 31.9227 27.8543
internal_count=4034 1832 2202 1801 366 1435 357 255 102 1429 1420 1392 1378 1366 1351 1315 1301 1288 247 137 134 1251 1213 1194 1169 1144 511 633 423 392
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 0 1 1 2 1 0 0 0 1 0 0 1 2 0 2 2 1 0 2 2 1 0 2 1 0
split_gain=0.0412883 0.143919 0.197149 0.189731 0.0898308 0.118987 0.0775277 0.349381 0.594797 0.236109 0.13791 0.324444 0.320228 0.244818 0.305055 0.165766 0.109231 0.364481 0.304097 0.0891572 0.0849008 0.121838 0.213609 0.0720612 0.376557 0.684303 0.342283 0.621203 0.35905 0.671478
threshold=0.5718990449500001 41.218101594450012 0.4591329601000001 40.00488309970001 0.58415915690000009 0.59897907245000015 0.42780156285000009 0.43287626120000006 40.280372415600006 0.42290649980000011 0.54797760550000019 0.55609113500000007 0.55832160710000012 0.46280051495000007 0.56294721715000018 0.54499865270000014 0.44805544745000009 42.283941020600004 0.5681267027500001 39.952536079750011 39.458743938000005 0.45206730335000006 0.56341127510000011 41.218101594450012 40.94178426300001 0.34527409360000011 0.53928026105000015 41.827117825850003 0.39814676205000005 0.5276039639500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 -4 -6 9 8 19 23 15 -12 -13 14 -14 -9 17 18 -16 -8 -18 -22 -23 24 -1 -26 28 -28 29 -25
right_child=1 2 4 -5 5 -7 7 10 -10 -11 11 12 13 -15 16 -17 20 -19 -20 -21 21 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=6.3759957686747881e-05 -0.10178816322483129 -0.10631614775387735 -0.10314249507833387 0.018620756256355335 0.074053626132675507 -0.10217280444977708 -0.10269523755248661 0.078312344143451479 0.083067958437789385 -0.030056902625990103 -0.062918044347854252 0.057406395064303117 -0.056949989680391083 0.048191112891729046 -0.11588420111979159 -0.0014994024838416416 0.023712067442735692 0.038261196547289877 -0.005802675892190484 0.00038020659266471305 0.011010011994198512 -0.0037285157308359685 -0.1166759999349547 -0.0010550489345732444 -0.019229012390054982 0.048434126758239465 -0.1336169896469824 -0.014909712852725899 0.028236723883912303 -0.080705731434045566
leaf_weight=65.010726438425223 0.14811846141137053 0.33398663512116389 0.058707987766865699 1.1233778251953479 0.17625618123202003 0.048956119308968482 0.21955610369877732 0.48885360207668671 1.269103479149521 2.6392680090284548 0.81195102407582354 0.96832033591272004 1.1363782277185235 0.82204569131135929 0.4920561925973741 0.55644917940662708 1.8902504260040585 0.60999071598052967 0.5121367853571428 0.13583258539438248 1.690043739974499 0.58713901805458579 0.23424568287009606 64.224551065509786 2.2811796365422188 4.3350767497177003 0.52026486175600384 2.8875859374256834 4.0724999317728807 1.0761420842791256
leaf_count=1041 393 76 49 99 48 312 51 57 42 44 27 15 26 21 23 6 25 13 23 3 9 5 76 1149 27 46 12 106 82 128
internal_value=5.01348e-05 -0.0146457 -0.0542364 0.00459415 0.0070271 0.0357459 0.000224249 0.00780965 0.0510474 -0.000416658 0.00130592 -0.00239326 0.00310213 -0.00349205 -0.00943228 0.0358259 -0.000456325 -0.0227077 -0.0597428 -0.0632989 0.00770368 -0.00434518 -0.0359393 0.000125061 0.00237684 0.025105 -0.00209101 -0.0330323 -0.000571068 -0.00236768
internal_weight=161.361 1.8894 0.617907 1.2715 0.28392 0.225212 159.472 12.4244 1.62449 147.047 10.7999 9.75456 8.94261 7.97429 7.15224 1.0453 6.01586 1.61418 1.00419 0.355389 4.40168 2.51143 0.821385 144.408 71.627 6.61626 72.781 3.40785 69.3732 65.3007
internal_count=4034 977 485 492 409 360 3057 422 96 2635 326 263 236 221 200 63 174 59 46 54 115 90 81 2591 1114 73 1477 118 1359 1277
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 0 0 2 2 2 1 1 0 0 2 2 1 2 0 0 2 0 2 1 0 2 1 0 2 1
split_gain=0.0377764 0.423312 0.739887 0.255269 0.501725 0.303253 0.664827 0.338739 0.245938 0.77461 0.19422 0.815451 0.34261 1.06023 0.585298 0.270498 0.677235 0.738758 0.638702 0.603235 0.697303 0.484703 0.594097 0.56679 0.484304 0.198283 0.185263 0.322702 0.6697 0.546119
threshold=0.5216909673500002 0.51675099550000014 37.903039192800001 0.51401155655000019 0.37473428940000003 0.50706565670000014 0.50339810185000011 41.436838994450007 40.040005255000004 47.927946529500012 0.38976377950000002 0.39019789825000006 0.52432561900000019 0.52688542260000015 39.458743938000005 42.094663496250007 0.39542229275000007 41.942745071500006 0.53158588065000012 0.53544804050000006 36.728658719300007 0.53749887730000012 41.218101594450012 0.43401395170000007 0.56188437470000008 41.035283712600005 0.41853537320000006 0.55677973715000018 40.00488309970001 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 -6 -10 -2 -12 14 -14 -13 16 -15 19 -17 20 -18 -21 25 -24 -25 26 -23 28 29 -28
right_child=10 2 -4 -5 8 -7 7 -9 9 -11 11 12 13 15 -16 18 17 -19 -20 21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00062340786360945942 0.026637089561253709 0.030963782058377794 -0.0736800157987825 0.026909927348986368 -0.0091401727048970594 -0.041832507478744285 0.015160720934597985 0.084493573639103189 -0.136470171134178 0.061077623679039572 -0.096331906008098211 0.0029901072846187458 -0.11009834213698744 0.050438271620211042 0.078358333806323122 -0.12137155996553176 0.049942004124690909 0.058011835866427414 -0.0067012220706410934 0.056209448723057193 -0.10647822102800004 0.011293431607333879 -0.10819415914106274 0.056079935553301957 -0.10839306798511671 0.03106722776708834 -0.055651136531528284 0.0066487363981015462 -0.057017702945178252 0.035121247121512163
leaf_weight=96.130624979776087 3.0751059524191069 1.0250724380020977 1.9823205548036638 3.4200565336795981 0.7232964622144199 1.6986423596390512 1.4601807780563825 1.3619292974472044 0.76449276427751989 0.26809783929047626 0.85055419802665611 3.0621674858266479 0.86209602389044349 3.1362926661968222 1.5529317943473868 0.51289592799730499 0.38714106802945636 2.1523538500478017 9.1710336274372803 1.4831109084188963 1.0801373002905164 7.531864172684446 0.9996467507444311 0.56292743049561977 0.26252312627912033 2.0933732786143073 0.94565186341060181 6.8767800530943077 3.1812529405578971 2.215880553390889
leaf_count=1624 40 18 46 30 25 44 17 29 74 9 6 30 109 36 37 125 12 37 652 5 79 69 26 7 85 27 17 622 33 64
internal_value=4.28595e-05 -0.00101646 -0.0380121 3.48809e-05 -0.000862655 6.18433e-05 0.00078101 0.0486202 -0.053857 -0.0851796 0.00226017 0.000727856 0.00244524 -0.000306033 0.0283507 0.00191621 0.00623918 0.00158319 -0.0127746 -0.00281411 -0.0652068 0.000686349 -0.0026516 -0.0575546 0.00377157 0.00173466 -0.00122437 -0.0083564 -0.0246248 0.00797015
internal_weight=160.83 108.835 3.00739 105.827 102.407 100.651 98.9527 2.82211 1.75589 1.03259 51.9957 48.9206 48.0701 43.455 4.6151 42.5929 32.9089 29.7726 9.68393 27.6203 1.46728 26.153 24.6699 1.8251 0.825451 22.8448 20.7514 13.2196 6.34279 3.16153
internal_count=4034 1916 64 1852 1822 1714 1670 46 108 83 2118 2078 2072 2005 67 1896 1119 1083 777 1046 91 955 950 118 92 832 805 736 114 81
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 0 0 1 1 2 1 2 0 0 0 1 0 0 2 2 1 0 2 1 2 2 1 1 0 2
split_gain=0.0372121 0.12145 0.178224 0.170619 0.186583 0.0791082 0.108336 0.0634105 0.30942 0.529288 0.197769 0.316553 0.114964 0.268369 0.275984 0.197377 0.274969 0.14876 0.0917469 0.712182 0.266114 0.275271 0.0855673 0.0665689 0.0589322 0.334177 0.595069 0.291061 0.265443 0.502066
threshold=0.5718990449500001 41.218101594450012 0.4591329601000001 0.43837010870000009 40.563919884450009 0.58415915690000009 0.59897907245000015 0.42780156285000009 0.43287626120000006 40.280372415600006 0.42290649980000011 41.092444989200011 0.54797760550000019 0.55609113500000007 0.55832160710000012 0.46280051495000007 0.56294721715000018 0.54499865270000014 42.283941020600004 42.558389508100007 0.45107930900000009 0.5681267027500001 39.952536079750011 0.45280081435000008 41.218101594450012 40.94178426300001 0.34527409360000011 0.35374689380000007 0.53928026105000015 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -4 -7 10 9 22 24 -12 17 -14 -15 16 -16 -10 20 -20 21 -18 -9 -22 25 -1 -27 -28 -26 -30
right_child=1 2 5 4 -6 6 -8 8 12 -11 11 -13 13 14 15 -17 18 -19 19 -21 23 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-8.7363740574725615e-06 0.097443361232227035 -0.1055860037165553 -0.10282289241685474 -0.10343167759990804 0.0074620534123367253 0.071027493505502234 -0.10212053284952323 -0.10247541889878045 0.074385152943941074 0.080724320323233179 -0.057729285743939353 0.012271612379761236 -0.05837797302871002 0.053976212864340706 -0.0546632268283061 0.043693386832933827 -0.11419692144205562 -0.0023054425715892889 0.10615239560085699 -0.018440230795379303 0.020809162186264191 -0.0060044335203985012 0.00135270757127563 -0.011159308067749058 -0.00055501621116467827 -0.017057373564808714 0.074353912263464134 0.021579048063835725 -0.12717227608146814 -0.014041439387652555
leaf_weight=64.608791081569592 0.16656158107980346 0.29936369669121621 0.052816949588304851 0.18261191359252371 0.89705108943599043 0.16816032727365382 0.046026542184335995 0.2031515153721547 0.46903961030784447 1.1841372554168854 1.4975057910487515 1.1361226606531998 0.7838689086274816 0.93715763103682359 1.1026830307673661 0.79696995392441738 0.4355252091190781 0.5489560810092371 0.62836011499166522 1.6999837063958692 1.4134599268436434 0.51116568080033176 0.13027344644069672 1.2081055036614996 68.985845288796554 2.3047394475797764 1.9575444497168062 2.2418376655259635 0.45402372127864454 2.8847060277876153
leaf_count=1041 15 76 49 416 61 48 312 51 57 42 24 20 27 15 26 21 23 6 5 76 11 23 3 36 1359 27 22 24 12 106
internal_value=3.54588e-05 -0.0142113 -0.0526083 0.00323883 -0.0112943 0.00679002 0.0338198 0.000198771 0.00717016 0.0493864 -0.000376462 -0.0275316 0.00108909 -0.00232736 0.00270348 -0.00345982 -0.0088289 0.0330296 -0.000257736 0.0151841 -0.0103338 -0.0557784 -0.0619084 0.00607702 0.000122127 0.00216628 0.0237719 0.0461801 -0.00188778 -0.0294258
internal_weight=159.937 1.81259 0.566368 1.24622 1.07966 0.267004 0.214187 158.124 12.0528 1.51756 146.071 2.63363 10.5353 9.51728 8.73341 7.79625 6.99928 1.018 5.8966 2.32834 3.56826 0.946691 0.333425 2.62157 143.437 71.1129 6.50412 4.19938 72.3246 3.33873
internal_count=4034 977 485 492 477 409 360 3057 422 96 2635 44 326 263 236 221 200 63 174 81 93 46 54 47 2591 1114 73 46 1477 118
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 0 0 2 2 2 2 1 0 2 1 1 1 1 0 1 1 0 1 0 1 1 1 2 2 0
split_gain=0.0363031 0.358897 0.622028 0.21068 0.423905 0.245289 0.563793 0.313543 0.224703 0.681844 0.18476 1.01865 0.738883 0.828198 0.238676 0.27404 0.222171 0.452363 0.298657 0.192435 0.222028 0.236638 0.213887 0.439366 0.506706 0.287733 0.248176 0.878118 1.48466 1.06896
threshold=0.5216909673500002 0.51675099550000014 37.903039192800001 0.51401155655000019 0.37473428940000003 0.50706565670000014 0.50339810185000011 41.436838994450007 40.040005255000004 47.927946529500012 38.625745710700009 0.35275889945000011 0.4871261339500001 39.792680591700012 0.35651627195000007 0.35807311160000005 0.34739977845000009 0.34656148020000005 0.49336846205000007 0.34614233110000009 0.3459626957000001 0.48637765340000011 0.34587287805000005 0.48271009850000007 0.34566330350000002 0.34503457980000002 0.34569324270000007 41.741384785950011 42.198888176300009 0.48244064550000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 10 -8 -6 -10 -1 16 13 -13 -15 -16 17 19 -18 20 21 22 23 26 25 -25 -12 -28 -29 -30
right_child=-2 2 -4 -5 8 -7 7 -9 9 -11 11 12 -14 14 15 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.012637417228462802 0.0022352552317883899 0.028246573308564716 -0.068400626048323004 0.024526786093554076 -0.0082317418866782333 -0.03773335022427287 0.013653134388485004 0.081765119561486826 -0.13239668698746754 0.057033731227413564 -0.0013313908757590937 -0.15032051099958532 -0.10024189067205469 0.1009704348771282 -0.10892920728018136 0.033415968212735812 -0.0070660268401934361 -0.044361695909571869 0.043360893328294972 0.01796422738021133 -0.02882634505856134 0.023184687942313261 0.031001626066487643 -0.03103150178675744 -0.064666153317799832 0.011342592841634988 -0.044791651866501497 0.11640825356794632 -0.08309092481413323 0.10031649291381942
leaf_weight=9.4554614315024121 50.988813833565729 1.0120625161216588 1.9471607899322405 3.3799030765803755 0.72275880648885393 1.6948875323869277 1.4417588203214102 1.2722254591062663 0.71232733993952024 0.25913958109640589 48.725004465865823 0.30949591100215856 1.7831181684741748 0.36285944294650085 0.17131588235497475 0.64238731063142041 2.1072151619009665 2.356245127040892 2.653392568230629 5.6033052131533614 2.8113477381411931 4.0851196553558102 1.9458493260317471 3.1261982880532724 2.2280577346682549 3.2877444718033075 1.3246027976274479 1.6740054339170458 0.95795238224673063 0.47552953474223614
leaf_count=312 2118 18 46 30 25 44 17 29 74 9 768 5 45 4 6 104 17 28 33 44 40 37 16 25 24 29 7 5 25 50
internal_value=3.43458e-05 -0.000999685 -0.035347 -3.6891e-05 -0.000849333 -1.3066e-05 0.000634014 0.0455818 -0.0504535 -0.081866 -0.000635549 -0.00208425 -0.0568412 -0.00476483 0.0335237 0.00344682 6.3145e-05 -0.00120736 0.0210401 0.000126265 -0.00128865 -0.000147296 -0.00164254 -0.00267039 -0.0235824 -0.00931082 0.00072937 0.0233847 0.0524457 -0.0222491
internal_weight=159.517 108.528 2.95922 105.569 102.189 100.495 98.8002 2.71398 1.69423 0.971467 96.0862 86.6307 3.26918 1.48606 1.17656 0.813703 83.3616 78.601 4.76061 76.2447 70.6414 67.8301 63.7449 61.7991 8.642 6.41394 53.1571 4.43209 3.10749 1.43348
internal_count=4034 1916 64 1852 1822 1714 1670 46 108 83 1624 1312 164 119 114 110 1148 1098 50 1070 1026 986 949 933 78 54 855 87 80 75
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 2 0 0 0 2 1 0 0 0 2 0 1 0 2 1 2 2 2 2 2 0 0 1 1 0
split_gain=0.037657 0.0597781 0.19994 0.0883318 0.687406 0.21461 0.212362 0.107176 0.0667354 0.601164 0.419821 0.220423 0.311025 0.328913 0.201045 0.332495 0.316996 0.348182 0.315576 0.275084 0.449932 0.30521 0.255564 0.24747 0.199587 0.245351 0.239651 0.22182 0.136315 0.134553
threshold=49.283271594150008 0.31100865245000009 0.39672464895000009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.47700667645000011 48.96897326980001 0.34551360740000009 0.47709649410000005 0.47721625100000004 0.47754558250000007 42.488347682450005 0.39672464895000009 0.34398670700000006 0.4764977096500001 41.646178195200001 0.34398670700000006 39.525197829750006 38.179089776100007 40.098777110850008 38.969453495950006 37.999598532650005 0.46989611090000011 0.46739618575000003 0.33750486510000005 0.34219035360000005 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 14 -10 -13 -14 18 -16 28 -18 19 20 23 -21 -23 24 25 26 27 -3 -17 -15
right_child=-2 8 -4 -5 -6 -7 -8 -9 11 -11 -12 12 13 29 15 16 17 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.029040287519370878 -0.016623120482374139 -0.040109634465573328 0.085921627272510889 0.025609416969617545 -0.15316932133214767 -0.10179856517880614 0.10435422220521491 -0.10163836819223514 0.035760745589415631 -0.12506311244551802 -0.084738372607827239 -0.04451075915847244 0.031245766258443136 -0.030780175448262805 -0.014647111404948152 0.048540838150528537 -0.10497561557167692 0.044988441691370479 -0.077862142261423184 -0.04259310665867392 -0.068870659710105045 0.10635035801672905 0.018879104362408007 0.061644880423146121 -0.038233068221075105 0.10636499875605046 -0.13720320049943183 0.084325076274112176 0.11232892657139343 0.00012830588140300538
leaf_weight=0.21618323971051701 1.3446341715884944 0.30133268944337332 0.34837562528991828 0.96861127857118834 0.27152532339096069 0.10396932251751423 0.36273732036352158 0.088433898537005007 1.7526273219846178 0.41895385738462287 0.59161368855745955 1.5472870869562019 3.4105880237184456 1.4231675602495659 1.5142475962638857 0.83114042021043155 0.24315030709840346 0.42619067267514765 0.59791015780501755 0.43737398257399451 1.1565299343492368 0.54850849995273143 0.85417083367337909 0.61049088370054949 1.1716093349859873 0.25939498445950449 0.11838987469673157 0.27308709925273433 0.56123976409435272 136.13788294239922
leaf_count=13 255 101 39 4 2 10 3 119 23 9 169 17 30 16 8 48 42 16 45 41 40 5 60 8 23 7 1 16 2 2862
internal_value=4.07301e-05 0.000182953 0.0159792 0.00386546 -0.0163306 0.0318401 0.05266 -0.00889725 -5.72506e-05 -0.0075964 -0.00290782 0.000513148 7.96909e-05 0.00056911 0.00197994 0.0209334 0.0470658 -0.00948873 -0.00872936 -0.00151666 -0.0165833 0.030342 0.0530842 0.00553276 -0.0105967 0.0234076 -0.0076525 0.0190483 0.0742525 -0.000191464
internal_weight=158.891 157.547 2.35984 2.01146 1.04285 0.771324 0.667354 0.304617 155.187 10.9153 10.4964 144.272 142.519 140.972 9.90477 3.57597 2.06172 0.669341 6.3288 5.73089 3.89083 1.84005 1.40268 2.7343 2.12381 0.952205 0.69281 0.57442 1.39238 137.561
internal_count=4034 3779 190 151 147 145 135 132 3589 641 632 2948 2925 2908 463 116 108 58 347 302 196 106 65 156 148 125 118 117 50 2878
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 0 2 2 1 1 0 0 1 1 1 1 0 1 0 0 1 2 2 2 0 0 2 2 1 2
split_gain=0.0331185 0.108706 0.1616 0.151999 0.105203 0.0702717 0.0979919 0.0539972 0.0491054 0.294965 0.227235 0.51495 0.494341 0.252385 0.338433 0.225527 0.221483 0.17366 0.39623 0.14611 0.13474 0.131353 0.194284 0.15434 0.128819 0.3088 0.240736 0.46528 0.270886 0.227443
threshold=0.5718990449500001 41.218101594450012 0.4591329601000001 0.45206730335000006 40.80591513400001 0.58415915690000009 42.402981339000007 42.536568606950006 0.42780156285000009 0.42953803780000005 0.55481871800000016 0.54797760550000019 0.43401395170000007 0.43691805635000008 0.44805544745000009 0.45036076765000005 0.54499865270000014 0.42114008565000011 0.54797760550000019 0.56341127510000011 0.41988263825000011 39.458743938000005 40.844669808050007 42.536568606950006 0.5398790455000001 0.54136103710000005 41.178189531300006 47.709122305950011 0.39193437325000008 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 -2 -4 -7 -8 17 -10 11 12 -11 19 -15 -16 -14 20 -19 -12 24 -17 -23 -24 -1 -26 29 -28 -29 -27
right_child=1 2 5 -5 -6 6 7 -9 9 10 13 -13 16 14 15 21 -18 18 -20 -21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=0.00056680562852256221 -0.0037112065733263646 -0.10504868111009212 -0.10255416222264593 -0.10185473862007333 0.067186939901315815 -0.10198882203528217 0.08826376974568835 -0.10015459631884334 0.0725533708248811 -0.10842148668689267 0.064174887313322257 -0.11963622109567107 0.09612453665881103 -0.05085701963953302 0.039073760481655478 0.013057913798013644 -0.0023113200903033828 -0.043934023655094384 0.016604792115761685 0.0091289717301616339 0.021891835145097422 -0.064820105480955625 0.02448425617962758 -0.044151884781217364 -0.056628111582323483 -0.011603147152853953 -0.075255850778343555 0.10422654754010117 -0.036711537875617449 0.03624984175720649
leaf_weight=130.65978202516868 0.80443243854324353 0.2727598190667776 0.048016245493727183 0.12463813360156439 0.28289914596825838 0.042985924209460791 0.14239244605414569 0.017028803587891161 0.63750830001663317 0.30175017316560004 1.1238301284702155 0.4732030163577291 0.39166678369610963 1.1021140375087268 1.8058813419193027 2.4545814728189725 0.5489399466314353 2.6951736720075123 1.8053094699716892 0.84459599665206031 2.8334316289692643 0.68317506339371936 0.91913922369712941 0.5090784897802223 1.3354351446032513 2.2071006340120221 1.0424892721566719 0.29267604299820948 0.25535882382609998 1.8059597483370451
leaf_count=2374 73 76 49 412 7 104 8 248 43 24 29 27 55 50 10 41 6 34 38 28 28 30 14 65 15 47 40 3 42 14
internal_value=3.93631e-05 -0.0137003 -0.0517961 0.00274489 0.0147349 0.00620641 0.0320073 0.0681376 0.000191476 0.00639612 0.00261623 -0.0308636 0.00294908 0.00869909 0.000308837 0.00915879 0.0386772 -0.000313494 -0.0196497 0.0405562 0.00030618 -0.00267284 -0.0209605 1.93706e-05 -0.000138311 -0.0134155 -0.00311711 -0.0360406 0.0385559 0.00993168
internal_weight=158.463 1.73515 0.523183 1.21197 1.08733 0.250423 0.202407 0.159421 156.728 11.7955 11.158 1.71556 1.24236 9.4424 7.47397 6.37186 0.940607 144.933 4.50048 1.96843 140.432 4.56597 2.11139 1.42822 137.599 6.93902 5.60358 1.59052 0.548035 4.01306
internal_count=4034 977 485 492 80 409 360 256 3057 422 379 112 85 267 210 160 61 2635 72 57 2563 150 109 79 2535 161 146 85 45 61
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 0 1 0 1 1 1 0 1 2 2 2 1 0 2 2 1 0 0 0 2 1 2 2 0 0
split_gain=0.0357538 0.433168 1.08689 0.324869 0.617777 0.541635 0.565172 0.408072 0.320882 0.66004 0.301469 0.396237 0.175757 0.242448 0.139962 0.459667 0.464217 0.669852 0.647528 0.636076 0.604655 0.386201 0.336326 0.653635 0.227683 0.794178 0.579936 0.15886 0.142179 0.388306
threshold=0.37977904855000005 0.5098649741000002 39.861052345600008 0.38370108680000009 0.38552737940000009 0.52005927965000021 0.38780276035000005 0.5216909673500002 0.38976377950000002 0.39019789825000006 0.39072183470000005 0.52404119640000013 0.38780276035000005 33.96174662340001 42.094663496250007 41.975471476700008 0.39542229275000007 0.53544804050000006 36.728658719300007 37.311503175250003 0.39408999735000005 0.53749887730000012 0.52432561900000019 0.53158588065000012 41.218101594450012 0.42039160505000012 41.827117825850003 48.86568841230001 0.54228915300000013 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 12 -7 -8 -9 -10 -11 -12 -6 -14 15 16 19 18 -18 -13 -21 -19 -16 -24 -23 -26 -27 28 -25 -30
right_child=3 2 -4 4 5 6 7 8 9 10 11 14 13 -15 22 -17 17 21 -20 20 -22 24 23 27 25 26 -28 -29 29 -31
leaf_value=9.2031767167822433e-05 0.036362961832962663 0.019326186655572092 -0.097798162244148237 -0.10099669311750901 -0.11601511760976838 0.066932943091674135 -0.071760210473216679 0.047816333246261222 -0.086174906118267114 0.029999796000756321 -0.064681402656860912 -0.027928070924840082 0.10179693040399274 -0.10404044635692095 0.09446310285584722 0.055919552272374495 0.044738439562900065 0.051426306454942131 -0.10599703476816889 0.0065287519915908226 0.11176446495353763 0.0012585621917019067 -0.11632493431918939 -0.024701954971434001 -0.12468200422205128 -0.045636245221652445 0.086616109917252757 0.056817781905356468 0.047270805524659835 -0.014554218463016924
leaf_weight=99.785946844672026 2.6337778627639628 1.6346383821219199 1.5375517262145875 0.59440416228608128 0.51099365760455739 1.3366851211176243 0.75820961693534528 1.4929682343499724 0.85809454321861167 3.6315323617309323 0.92680319753708218 1.0203942061489244 0.10451409220695496 0.12646375560484557 0.30434281541965802 1.6559994679992076 0.3829047595209002 1.4531409405171896 1.1144567308510884 0.94488095268025096 1.2932996051385997 22.386361744951561 0.56829773566960184 3.3362834205399814 0.65126714762300197 0.79457972477757699 0.56900904713984346 0.3884368590811399 1.3784596861805765 3.8623021346024871
leaf_count=1714 30 18 39 14 13 17 20 12 6 28 34 20 2 77 10 25 15 5 88 45 6 832 179 56 15 87 31 202 13 381
internal_value=3.56688e-05 -0.00106446 -0.0374437 0.00209213 0.000371054 0.00153311 0.00276458 0.00104126 0.00216745 0.000733292 0.00233147 -3.5402e-06 -0.0832931 -0.010902 0.00142015 0.00460379 0.00182763 -0.00242295 -0.067451 0.037506 0.0673377 0.00134317 -0.00902129 -0.0123248 -0.00163938 -0.0338374 0.00955106 -0.00573248 -0.00856526 0.00170741
internal_weight=158.037 102.958 3.17219 55.0789 52.4451 51.8507 51.1087 49.772 49.0138 47.5208 46.6628 43.0312 0.741972 0.230978 42.1044 32.2663 30.6103 27.3517 1.49736 3.25857 2.23818 25.8544 9.83812 9.53378 24.4012 2.01486 1.36359 8.96548 8.57705 5.24076
internal_count=4034 1771 57 2263 2233 2219 2127 2110 2090 2078 2072 2044 92 79 2010 1169 1144 1073 103 71 51 970 841 831 965 133 118 652 450 394
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 0 2 1 2 1 2 2 2 0 1 2 1 0 0 1 0 2 2 1 0 0 2 2 0
split_gain=0.0320958 0.0509556 0.187424 0.262074 0.158507 0.103737 0.197685 0.3815 0.396722 0.228923 0.14342 0.239686 0.088319 0.130793 0.114022 0.0891943 0.0747629 0.377378 0.127175 0.360411 0.253302 0.166637 0.0807579 0.157485 0.12474 0.0840417 0.391806 0.277029 0.24125 0.675568
threshold=49.283271594150008 48.778770352700008 0.39606598605000004 0.37331217625000007 0.39672464895000009 0.32388251845000005 0.39718870690000002 42.066503896600004 0.32058920395000007 35.782584506850007 0.34219035360000005 37.52517992975001 44.421469061800003 47.709122305950011 0.54228915300000013 0.35862698720000002 43.752965619700007 0.34527409360000011 0.4778150355000001 0.48637765340000011 0.36160593995000007 0.53866650695000018 43.525909308350002 43.384297312450009 0.34311846950000008 0.47754558250000007 0.47736594710000008 42.686561923500008 41.872294782850005 0.47515044460000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -4 8 9 -8 11 -7 16 15 -15 -14 22 -18 -19 -20 -21 -22 23 24 -12 26 27 28 -26 -30
right_child=-2 4 5 -5 -6 10 7 -9 -10 -11 12 -13 13 14 -16 -17 17 18 19 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.025568585473831808 -0.015324878567490928 -0.0050961033201735485 0.10479915883289191 -0.11730708107017263 0.032458422987382121 0.0026484422712783865 0.055373916139479396 -0.1041270078952109 0.086794290628443335 -0.10684064885651678 -0.032564159681210542 -0.10805936804210321 -0.021356692612536206 -0.037030612752169505 0.040848715689522794 -0.10335791150427705 0.069779001218673253 0.038743450289957376 -0.11633000212482042 0.10215986509263274 -0.076270079701329471 0.0047114617019609426 -0.022682101832362349 0.035759549615082757 0.00014027395887738472 -0.00059630585682017372 0.043905420392739841 0.056192882202073635 0.04669300043528285 -0.11042944007466436
leaf_weight=0.21595173666722089 1.3492403816596823 2.7061267318204036 0.26427742838856616 0.31660213958821259 1.9222056230246378 0.4836464315703769 0.14089634828269459 0.23809468367107911 0.60637176036834717 0.22742281983119028 1.1777206202969228 0.32831750925834058 0.25470044795656466 0.38769252561905887 0.36497092240824713 0.2768059203251596 0.91614131629466955 0.52028074467671137 0.30741059035062779 0.21741087082773436 0.32817926355528459 1.1256409920260919 1.5654487588471955 1.2315806685655832 6.5751234799749607 128.84417995795468 2.4343646652996531 0.75538984244576557 0.44715540736797244 0.70523371500894427
leaf_count=15 255 26 2 160 33 48 7 50 10 56 15 67 24 14 34 265 8 12 8 7 45 126 48 31 196 2335 14 73 17 33
internal_value=3.21813e-05 0.000165102 -0.000151161 -0.0593707 0.0105008 5.80794e-05 0.0264292 0.00935161 0.0370718 -0.0447873 -0.000202909 -0.0421162 2.63637e-05 -0.026085 0.000733531 -0.0640625 0.000254234 0.0148775 -0.00525018 -0.0168182 0.00148622 -0.013569 -9.32041e-05 0.000155523 -0.000155598 0.000117497 0.00854171 -0.00160672 -0.00725683 -0.0494621
internal_weight=157.235 155.885 151.257 0.532554 4.62833 150.724 1.47706 1.21279 0.974691 0.368319 149.247 0.811964 148.435 1.28417 0.752663 0.531506 147.151 3.41506 2.49892 1.97864 1.67123 1.45382 143.736 142.171 140.939 139.761 10.9173 8.4829 7.72751 1.15239
internal_count=4034 3779 3720 175 59 3545 125 123 73 63 3420 115 3305 337 48 289 2968 206 198 186 178 171 2762 2714 2683 2668 333 319 246 50
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 0 1 0 2 2 0 2 0 1 1 2 2 0 0 2 2 2 2 2 1 1
split_gain=0.0327709 0.380612 0.86025 0.971853 0.614294 0.621001 0.269433 0.387692 0.254156 0.448864 0.945594 0.150698 0.579453 0.110497 0.77795 0.312842 0.195263 0.173082 0.203813 0.125108 0.318537 0.385859 0.233884 0.182337 0.385684 0.357689 0.291436 0.312756 0.188705 0.162047
threshold=0.48597347385000006 0.34467530910000005 0.34494476210000008 0.34521421515000011 0.34527409360000011 0.34587287805000005 0.34641178410000012 0.49053920540000012 0.34829795515000012 0.49787431515000008 0.35862698720000002 0.48386275860000011 41.872294782850005 37.903039192800001 0.48098859315000003 38.400997490450003 0.47565941140000007 0.33992994225000006 0.33750486510000005 40.159267750750011 39.664548207900005 0.47865333370000007 0.48351845755000006 40.563919884450009 40.94178426300001 40.720231579350006 41.066313126200008 41.243661560350013 0.34521421515000011 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 13 -13 14 16 -15 17 18 -1 20 21 -17 23 28 25 -25 -26 -28 -21 -29
right_child=1 2 3 4 5 6 7 8 9 10 -12 12 -14 15 -16 19 -18 -19 -20 22 -22 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=-0.023254540975822344 0.097720890639205304 -0.13136477825985751 0.12094295854590179 -0.11258059956806402 0.05596595137103199 -0.041146428502258713 0.03955795242011996 -0.033030441342344417 -0.042118551059993257 0.079122328628592128 0.00025352913431023199 -0.052395457277129534 0.019504327689302672 0.039052317097849294 -0.24803443486358182 -0.025413116750924281 0.10279681644432846 -0.051197168875188583 0.1015262530405992 0.03222263111047427 -0.032651720238691943 0.03046677106570387 -0.040901349515067444 -0.089236812612196029 0.033736133749439755 -0.014294217981054003 -0.044858968623384184 -0.0022275115661870978 -0.00080475084377416492 0.011604277458120885
leaf_weight=0.34429382684448373 0.40829935856163402 0.48857283592224021 0.67808534204959769 0.47569346427917381 2.0322059132158747 1.5618567168712605 2.4976542402710029 2.3262693695724002 2.3820514476449253 1.5553119676187623 67.293040728824764 2.428044934757053 2.0820597540587187 2.0160419813282706 0.14414566755294789 2.2649197166756476 0.15256584435701359 0.67428903305226839 0.21119470708072186 3.7311264452291644 4.0621003289988948 2.7193704321980476 1.3158003538846959 0.84396733670064294 2.727358297634054 2.5953268211706018 1.4981183009440417 30.303575444799208 3.2254466554368264 11.755873758439973
leaf_count=109 4 11 4 8 22 8 37 14 55 45 2427 31 22 29 1 35 3 86 9 24 33 22 16 70 19 21 25 547 26 271
internal_value=2.64551e-05 0.0014125 0.000928771 0.00172869 0.000719785 0.00139646 -3.23173e-05 0.000812005 -0.000503634 0.000558639 0.00203521 -0.00148147 -0.0192034 -0.000349116 -0.0269613 0.000239122 -0.00390858 -0.0171464 0.0241867 -0.000928025 -0.0118658 0.0050743 0.000778067 0.00174562 -0.000375829 -0.0326844 0.00202492 3.9323e-05 0.0169093 0.00163856
internal_weight=156.795 81.699 81.2907 80.8022 80.1241 79.6484 77.6162 76.0543 73.5567 71.2304 68.8484 75.0956 4.5101 70.5855 1.52649 69.059 1.38234 1.22978 0.555489 67.043 9.04639 4.98429 57.9966 56.6808 49.7242 3.43929 46.2849 43.5576 6.95657 42.0594
internal_count=4034 2635 2631 2620 2616 2608 2586 2578 2541 2527 2472 1399 53 1346 208 1138 207 204 118 1109 90 57 1019 1003 953 91 862 843 50 818
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 2 0 0 0 1 0 0 0 1 0 1 1 2 0 1 1 0 2 2 2 2 0 2 1
split_gain=0.0333439 0.12135 0.167187 0.214114 0.0662367 0.0751861 0.0612113 0.127002 0.0596941 0.0667656 0.0335153 0.588546 0.270894 0.880362 0.347182 0.207515 0.200611 0.793021 0.361537 0.254751 0.223591 0.313574 0.525182 0.655671 0.309775 0.296204 0.323758 0.285474 0.432423 0.248572
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.36575252235000005 0.49830843385000007 34.883496062400006 0.54562737640000014 0.52453519355000011 0.5681267027500001 0.37668033890000002 0.5098649741000002 0.51401155655000019 0.51675099550000014 0.38552737940000009 0.50706565670000014 0.38976377950000002 0.39019789825000006 38.748048509250005 0.5231430197000001 0.39382054430000007 0.39587138110000003 0.53475943835000017 36.728658719300007 37.198331469900005 35.879804895950009 38.244973486750006 0.52770875125000016 40.340071172300007 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 -2 -5 -10 11 -8 15 -14 -15 -12 18 -18 -16 -19 25 -22 23 -23 29 -21 -27 28 -28 -24
right_child=6 2 3 8 -6 -7 10 -9 9 -11 12 -13 13 14 16 -17 17 19 -20 20 21 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.060063320757052889 0.050043625027995357 0.1009400671806384 -0.11166549212787098 0.10162358834088572 -0.11201390593341742 0.10078864765638205 -5.4519904284047651e-05 -0.016367228687202209 -0.10233563073479962 0.066800350627509622 -0.11226699628750697 -0.056460977170224018 0.07167891259942627 -0.058326608069590349 -0.011664806190903463 -0.018032558291799554 -0.08396197399900264 0.030852459476525429 0.05293162677460183 0.032726093393409102 0.032090864587162683 0.066396623868541088 -0.11365421101708398 -0.095228640630412253 0.00302723732533248 -0.11537124922443541 -0.11939517688210524 0.012981640538109143 0.018399332905086111 0.058709154197980874
leaf_weight=0.12189148473282685 0.7004311141790811 0.14602134004235268 0.15988035127520561 0.094753287732601166 0.16496562899556011 0.038155701942741871 98.133458772966605 0.48899788317913817 0.043150796918780543 0.050832778901792608 0.33945268163790732 1.8853297975583689 1.8021140464697953 0.98173680689069343 1.5376875810325139 0.74998952724843093 1.0988545110449184 2.8690571676634127 1.9848087886930441 0.67858681338839177 3.2045030257577301 0.32246844009205133 0.3890897442242921 1.1324498074111486 34.671696586629309 0.4821278289164187 0.56087569778901514 1.013113753753714 0.38343649671878666 0.10658932190091264
leaf_count=92 38 6 3 2 8 2 1576 42 22 124 62 37 18 20 19 27 13 45 30 4 47 12 63 261 1282 17 14 38 42 68
internal_value=3.62887e-05 -0.0200802 0.0111096 -0.0265167 -0.0675481 -0.0217158 0.000142313 0.0227408 0.0456135 -0.0108553 -3.18581e-05 -0.00111777 0.00196803 0.00297853 0.000570651 -0.0473945 0.0017171 -1.1079e-05 0.0247331 0.00200249 7.50909e-05 0.00209407 -0.000530696 -0.059406 0.00190505 -0.0257125 -0.0419678 -0.023888 -0.0634439 -0.0765897
internal_weight=156.337 0.819651 0.494639 0.348617 0.325013 0.160047 155.517 1.18943 0.188737 0.0939836 154.327 100.019 54.3086 53.2192 51.4171 1.08944 50.4353 46.9128 3.5225 45.814 42.9449 39.8268 36.6223 1.45492 35.1674 3.11814 2.43955 1.95743 0.944312 0.495679
internal_count=4034 259 157 151 102 94 3775 80 148 146 3695 1613 2082 1993 1975 89 1955 1906 49 1893 1848 1733 1686 273 1413 115 111 94 56 131
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 0 2 2 1 1 2 1 1 1 2 1 2 1 0 2 1 2 1 2 2 1 1 0 2 1
split_gain=0.0309799 0.099406 0.149378 0.148553 0.158145 0.062245 0.0910595 0.047093 0.0400794 0.246093 0.466334 0.168917 0.0994205 0.14142 0.268066 0.125933 0.148242 0.108485 0.136656 0.208314 0.452987 0.302893 0.0898833 0.0671502 0.303852 0.534428 0.222345 0.209006 0.350653 0.28841
threshold=0.5718990449500001 41.218101594450012 0.4591329601000001 0.43837010870000009 40.563919884450009 0.58415915690000009 42.402981339000007 42.536568606950006 0.42780156285000009 0.43287626120000006 40.280372415600006 0.42290649980000011 0.4349121284000001 0.43691805635000008 42.283941020600004 0.44805544745000009 42.522337019050006 0.45036076765000005 0.56859076075000015 38.748048509250005 0.46280051495000007 40.844669808050007 0.42875961800000006 41.218101594450012 40.94178426300001 0.34527409360000011 0.35374689380000007 0.53928026105000015 41.975471476700008 0.39814676205000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 -2 -5 -4 -7 -8 11 10 22 23 -11 14 -14 16 -15 -17 19 -19 21 -21 -10 24 -1 -26 -27 29 -29 -25
right_child=1 2 5 4 -6 6 7 -9 9 12 -12 -13 13 15 -16 17 -18 18 -20 20 -22 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=0.00030649343763531202 0.095579477175395708 -0.10466820020124162 -0.10227950964934354 -0.10308249711875564 0.0052778771501513196 -0.10191574019680448 0.085978681358235609 -0.10013135581221384 0.008976990644066948 -0.028860860032073582 0.0777622898183431 -0.025497035720441919 0.071244128893666117 -0.052266619249673019 -0.020706757754992852 0.024445272944890906 0.021827116418097717 0.02068070155736048 0.018829502852476188 -0.1205726705106448 0.031929007274876763 -0.023670735561079688 -0.10286155206232049 -0.0024345963445598887 -0.014535510542074775 0.07113501846832658 0.023594874259128599 -0.099732620567449123 -0.011822650616540717 0.025523661771826769
leaf_weight=63.130548283814477 0.14868148116329294 0.25363564709596165 0.043041510866714816 0.15897894310282346 0.88131712027279718 0.040560082646152296 0.1339070996909868 0.015132666150293517 0.11334314662963052 1.0352463610761322 1.0464812312453657 2.6082886924850746 0.78581733132886966 0.89559174948954001 0.5314904848128208 1.9028536621481178 0.38658468819630798 0.97694212823262239 1.6747700595296917 0.62086313317558939 0.65361562970974763 0.67139527119707054 0.19635168630702537 63.457572102890481 2.339126428065355 1.8438317738473418 2.1091677777440054 0.54966117214644272 2.599883723351013 3.9174691521268405
leaf_count=1041 15 76 49 416 61 104 8 248 4 29 42 44 15 40 41 14 25 23 22 26 18 73 50 1277 27 22 24 15 103 82
internal_value=2.82414e-05 -0.0134972 -0.0515872 0.00208115 -0.0112818 0.00628403 0.0309293 0.0670821 0.00017533 0.00585654 0.0458622 -0.00028263 0.000503422 0.00384403 0.034145 -0.00128479 -0.0299269 0.0043647 -0.00394627 -0.0169968 -0.035913 -0.0702271 -0.0619305 0.000187308 0.00239511 0.0233508 0.0457694 -0.001986 -0.0271648 -0.000808985
internal_weight=155.722 1.67525 0.486277 1.18898 1.0403 0.232641 0.1896 0.14904 154.047 11.4913 1.35618 142.556 10.1352 9.09992 1.31731 7.78262 1.28218 6.50044 4.59759 2.92282 1.94587 1.29226 0.309695 139.947 69.4227 6.29213 3.953 70.5246 3.14954 67.375
internal_count=4034 977 485 492 477 409 360 256 3057 422 96 2635 326 297 56 241 65 176 162 140 117 99 54 2591 1114 73 46 1477 118 1359
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 0 0 2 0 2 2 0 2 0 0 0 2 2 0 2 2 2 1 2 2 2 0 2 1
split_gain=0.0306373 0.104238 0.152954 0.188098 0.0618483 0.0655749 0.0568432 0.0556061 0.0501307 0.10628 0.0350985 0.0925824 0.152486 0.0621879 0.707785 0.294661 0.277768 0.327561 0.262937 0.579675 0.410864 0.173652 0.169041 0.385688 0.114449 0.209296 0.20386 0.132263 0.125463 0.23354
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.36575252235000005 0.49830843385000007 0.52453519355000011 0.5681267027500001 34.883496062400006 0.50706565670000014 35.171584490050009 36.010074051050005 0.50086823750000009 37.52517992975001 0.49880243110000005 0.50008981770000005 0.47565941140000007 37.198331469900005 37.137227079750012 0.52889135055000014 36.728658719300007 36.893814626400008 36.242939472700009 0.39542229275000007 38.400997490450003 38.748048509250005 38.969453495950006 0.53866650695000018 38.244973486750006 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -5 -8 9 -2 -10 12 -12 14 16 -16 17 -13 20 -20 22 -22 -17 -24 28 27 -27 -26 29 -15
right_child=8 2 3 6 -6 -7 7 -9 10 -11 11 13 -14 24 15 18 -18 -19 19 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.055939628761222139 0.070067890227381899 0.1008496520227431 -0.11044720301304643 0.10146626663622776 -0.11077019518021625 0.10071294161056454 -0.1021268389691056 0.060220719449526373 -0.013535893366362663 0.0024078825922160757 0.053943318043548051 -0.12514947109225316 -0.00085798649454483654 0.019921674430264432 -0.081855324992352874 0.0047415685270515012 0.10252266531707399 0.088808208833134394 -0.092931970034990388 0.0087270126640564896 0.063715200063446484 0.0067056833201547513 -0.12559114264794005 0.00096364556534029059 -0.053000826186391195 0.026794409602938524 -0.00040122887278781815 -0.0059674095255837925 0.035285471477528606 -0.022767672018477621
leaf_weight=0.11806389086049662 0.31802224757848196 0.13219783641397953 0.14621999114751816 0.08583657443523407 0.15089863106550183 0.034538829699158669 0.038817367632873356 0.046216480344412503 1.9013285319481941 0.8598908302474797 0.84153619637254395 0.13760331619731292 1.2801135017826935 3.6736145433169431 0.70325690507888783 0.6149830499055613 0.71909321285784245 0.14907360286451876 1.088254426897038 1.157520937517347 0.92253361171742687 1.2696269367038437 0.48203428341366816 0.481216311992128 1.2052686693641583 2.8165239442696466 128.99714452228079 1.1864541861716587 1.8103862542998284 1.9680433544023115
leaf_count=92 29 6 3 2 8 2 22 124 32 51 31 43 46 53 6 32 18 10 8 34 26 29 6 44 33 46 3033 29 30 106
internal_value=2.61919e-05 -0.0200987 0.0104853 -0.0271884 -0.0653737 -0.0204842 0.0440592 -0.0138898 0.000124196 0.0206753 -3.36039e-05 0.000135845 0.0208785 -0.000158759 -0.00889587 -0.0206065 0.0693412 -0.0138903 -0.0134468 -0.0405347 0.00268768 0.0306972 -0.0362174 -0.0623675 0.000317714 -0.000352077 0.000179873 -0.0296691 0.0123801 0.00502987
internal_weight=155.336 0.75279 0.449288 0.31709 0.303501 0.152603 0.17087 0.0850338 154.584 1.17791 153.406 151.504 2.12165 149.383 7.7252 6.71943 1.00577 0.286677 6.01617 2.24578 3.77039 2.19216 1.57823 0.963251 141.657 134.205 131.814 2.39172 7.45204 5.64166
internal_count=4034 259 157 151 102 94 148 146 3775 80 3695 3663 77 3586 256 185 71 53 179 42 137 55 82 50 3330 3141 3079 62 189 159
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 1 0 2 2 2 0 1 0 0 1 1 1 0 0 0 1 2 0 1 0 2 1 0 2 0
split_gain=0.0287204 0.339696 0.891786 0.858949 0.43169 0.320654 0.29607 0.156859 0.128469 0.659357 0.573104 0.266382 0.252754 0.492896 0.239941 0.592295 0.643479 0.363207 0.209299 0.181539 0.931109 0.353333 0.301597 0.292952 0.85323 0.890356 0.249236 0.351644 0.175578 0.189239
threshold=0.48537468940000006 0.34467530910000005 0.34494476210000008 0.34521421515000011 0.48797940185000005 0.34542378970000004 0.48386275860000011 41.827117825850003 43.120094701700005 42.67709657435001 0.50339810185000011 0.37078231190000005 0.51675099550000014 0.54300769440000007 0.34739977845000009 0.35374689380000007 0.36359689830000008 0.49485045360000007 0.49830843385000007 0.50278434775000014 0.36575252235000005 36.79544512155001 0.50410167360000013 0.37078231190000005 0.51191581090000016 41.605323437500005 0.37668033890000002 0.51505942935000004 43.680097826700013 0.55832160710000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 7 -6 -1 -5 9 14 -11 -10 -12 -14 -7 17 -17 -16 -18 21 -21 -20 -22 -24 25 -25 -26 -28 29 -13
right_child=1 2 3 4 5 8 -8 -9 11 10 12 28 13 -15 15 16 18 -19 19 20 22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.00035776203203038742 0.095723527953000903 -0.089766846716746285 0.11877393655110186 0.057737357043406684 -0.079528973780145007 -0.02786494560605465 -0.039645572248499995 0.016867661428815992 0.036467528379702997 -0.13014055201413169 0.045919283686268172 0.046824936042003003 -0.11984278761005912 0.017159514465941574 0.0069640504009095758 -0.070195590144228423 0.054919544609382524 0.073786885209407169 0.011734112321483071 0.1087288597977541 -0.063670943517200387 -0.049296938356920811 0.042090061410348198 -0.13832363574188331 -0.048506034616367377 0.007196518060741848 0.053986920082491487 0.001699086650614242 -0.017175586070936621 -0.019539563963808147
leaf_weight=70.338788922563239 0.37925157882273097 1.0715589523315419 0.62569265812635322 1.597740484401583 0.50987543165683646 2.8658492416143408 1.9719064505770791 2.2780125093149763 2.8617906571598715 0.69880223087966387 0.41542719968128938 1.1564882512902839 0.48819946732783115 0.56828242214760394 1.5030386091675603 1.2975124735385168 0.71115402356372115 1.7727734870277343 1.7815600618996534 0.80258356034755607 0.72888007201254268 2.0288907466456294 1.6876694746315468 0.89757901799020945 0.95341774693224479 0.79096439573913813 1.322154022171161 47.27270598013412 2.9568148436826505 0.68368513786845131
leaf_count=1346 4 14 4 26 9 26 30 24 30 10 9 30 26 32 11 38 16 32 21 4 12 29 17 40 11 12 13 1429 683 46
internal_value=2.65759e-05 0.00129928 0.000864316 0.00205949 0.0011538 -0.0004904 -0.00142914 0.0337158 3.81485e-05 -0.00133351 -0.055568 0.0123219 -0.020164 -0.0461491 0.000439043 0.00171542 -0.000535182 0.0431266 0.000997354 0.000339223 0.00181575 -0.0207621 0.00021647 0.00109633 -0.000253944 -0.0701576 0.00212829 0.00312172 -0.00208286 0.0221683
internal_weight=155.019 82.7084 82.3291 81.2575 80.6319 76.7561 72.3107 3.87575 76.2462 68.5874 2.17071 7.65878 1.47191 1.05648 66.4167 63.5509 60.2751 3.27581 58.9776 58.2664 54.456 3.81045 53.6534 52.9245 51.2368 1.68854 49.5483 48.5949 4.79699 1.84017
internal_count=4034 2658 2654 2640 2636 2586 1376 50 2577 1788 77 789 67 58 1711 1685 1642 43 1604 1588 1538 50 1534 1522 1505 52 1453 1442 759 76
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 1 0 0 0 2 2 0 0 1 1 0 1 0 0 1 2 2 2 0 2 0 0 1 1 0
split_gain=0.0595518 0.171345 0.0854483 0.0784323 0.0630654 0.0878055 0.0312447 0.0599822 0.0306944 0.0525958 0.117087 0.0279403 0.361805 0.277456 0.56898 0.556985 0.385542 0.34202 0.333926 0.302306 0.270098 0.198971 0.836286 1.1092 0.65278 0.559409 0.860639 0.255788 0.353989 0.248653
threshold=33.151194885250007 0.38906020780000011 34.654301448200009 0.51191581090000016 30.317390213800007 0.38052752915000004 0.53043322055000008 0.5681267027500001 0.52453519355000011 34.466665687600006 34.41230404325001 0.4778150355000001 0.47808448850000007 0.34536391125000004 0.34545372890000009 0.47769527860000011 0.34524415440000006 0.47709649410000005 0.47700667645000011 0.34551360740000009 44.756878345700009 41.385032804600009 41.898943182100005 0.47676716265000008 40.80591513400001 0.47736594710000008 0.47700667645000011 0.34219035360000005 0.34398670700000006 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 -3 -8 -5 10 -10 13 -13 16 -15 17 21 18 19 -16 -21 24 -23 27 25 26 29 -24 -29 -4
right_child=2 6 11 8 -6 -7 7 -9 9 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.101213551565427 -0.00074479040031306281 0.10132255093622144 -0.012965992796457403 0.10188563416775349 -0.094640317029457952 0.10064794885659817 -0.10230241780075743 0.092163442240373927 -0.10186838689703381 0.1021654020112391 0.097328363117903105 -0.061218197574881242 -0.00013979174999104429 0.087181453514704979 0.033104972945368349 0.10533548912695344 -0.057941265552427269 -0.054600442826056472 0.091896461692374976 -0.10897041373854047 0.033272237597279812 0.054483774987959283 -0.002922536742160373 -0.12203391605697372 -0.066896827141884038 0.052142856789645947 -0.13239041048055525 0.11073051900756398 -0.0034632228736283448 0.043876560264484915
leaf_weight=0.04157412271447114 0.31244685806038219 0.077642481774091721 3.0152036867107297 0.15221178159117699 0.27328236366651737 0.04473518393933773 0.028184695824165829 0.036275560215642599 0.058132447891466654 0.085694454257918551 0.059928564383881167 0.97726309741847117 127.65200689560757 1.1224158675177012 0.76500247640069641 0.47644042968749989 1.1597062041337256 1.1222493848763404 0.43620368791744102 0.40129673973660829 0.20003825146704912 3.0693616141870717 5.9442486708112483 0.75850585469743226 1.6336558509319727 1.747775465250015 0.54429350793361653 0.50840011239051797 0.58246760000474751 1.0332948928698895
leaf_count=48 43 2 191 4 42 3 16 102 47 13 4 18 2855 12 8 5 31 28 8 94 55 38 242 22 33 6 6 2 42 14
internal_value=2.94124e-05 -0.0343676 0.000141602 0.0358182 -0.0711053 0.00341377 0.0585974 0.00713491 0.067911 0.0425309 -0.000754776 -1.41067e-05 -0.000603836 0.00307948 0.0254445 0.0050711 -0.00197987 -0.0112617 0.0157207 -0.00859844 -0.0616524 0.00146537 0.0102709 -0.00714142 -0.0105301 0.00399287 -0.0143305 0.00524596 0.0497569 0.00154188
internal_weight=154.32 0.501694 153.818 0.668414 0.359592 0.0863093 0.142103 0.0644603 0.355967 0.203755 0.118061 153.15 128.629 24.5206 4.52365 3.40123 19.9969 2.92479 1.80254 1.36634 0.601335 18.8372 10.863 7.79362 7.97422 6.34057 4.59279 7.03512 1.09087 4.0485
internal_count=4034 213 3821 111 93 51 120 118 68 64 51 3710 2873 837 210 198 627 193 165 157 149 596 346 308 250 217 211 286 44 205
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=2 1 2 1 2 0 2 2 2 0 1 1 0 1 2 1 1 1 1 2 0 0 2 2 2 1 0 1 0 2
split_gain=0.0524913 0.151173 0.0536313 0.0793768 0.0386532 0.0931869 0.0391548 0.045848 0.0339662 0.336233 0.266492 0.36106 0.245503 0.41198 0.545809 0.270478 0.624152 0.265952 0.397613 0.206861 0.145725 0.134584 0.102246 0.174734 0.167043 0.11815 0.440799 0.261333 0.237747 0.136124
threshold=33.151194885250007 0.38906020780000011 30.317390213800007 0.38052752915000004 34.883496062400006 0.54562737640000014 35.050303764500008 35.419594101850009 37.52517992975001 0.49880243110000005 0.36491422415000008 0.36533337325000009 0.51505942935000004 0.38733870245000007 37.311503175250003 0.39072183470000005 0.39736834230000012 0.3975479776000001 0.42209814075000007 36.364346611650006 0.49649711085000009 0.49336846205000007 38.400997490450003 38.748048509250005 38.969453495950006 0.40301188585000008 0.5519595221500001 0.38976377950000002 0.4778150355000001 37.627645350900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 -8 9 19 -11 -12 -13 -14 15 -15 -17 -18 -19 20 -9 -21 25 -24 -25 27 -27 28 -10 -28
right_child=4 -3 -4 -5 6 -7 7 8 22 10 11 12 13 14 -16 16 17 18 -20 21 -22 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.10109747311989199 0.038636542753451651 0.058229757369539115 -0.091224508276875726 0.10058604617665223 -0.022044107807151745 -0.016442343556397329 0.017299672379274874 0.042653736401052453 -0.010363618913405216 -0.071745195352664423 0.046001564377186423 -0.055941804882422952 0.070240072021386907 0.030406325551291136 -0.089857064254510011 -0.11024035411388572 0.1065527053271578 -0.11388166490445527 0.025327131409063008 0.023363469889037085 -0.11306114397869804 0.1025346722292676 -0.02739309808605353 0.024393021803534014 -0.00036597029569613768 0.062655582172587237 -0.0066950636976545689 -0.035724321662958462 0.039156544568233559 -0.10525060562706499
leaf_weight=0.037658816837832343 0.79422599713916386 0.12933863219041086 0.25606819669984304 0.040501711890101433 0.80257906924066347 0.50090290992591235 1.5344501640530541 0.1180595375226392 1.7934488884784507 0.70669175684451868 1.0782448500394819 1.2681708725431233 0.61121308803558339 1.5904256943613293 0.84038346415036347 0.598232387434109 0.24540538107976306 0.27081834532691551 0.84649342144990669 0.37980799500337525 0.12241857498884201 0.49395837355405092 2.3426666890844663 2.784249671026827 127.98095226187172 1.467274643817291 0.52113234967578126 1.2759550593300444 2.1102953683584929 0.19169314406019566
leaf_count=48 57 120 42 3 15 69 33 47 32 6 6 15 5 12 18 25 2 29 105 34 2 11 62 46 3033 12 9 34 30 72
internal_value=3.00784e-05 -0.0335693 -0.0690934 0.00341216 0.0001317 0.0173343 -1.49e-05 0.000102054 -7.42978e-05 -0.00597085 -0.0130921 -0.00745223 -0.0166429 -0.00668132 -0.0173867 -0.00023758 -0.0250913 0.0122891 -0.00841483 0.0455164 -0.036615 0.0681206 0.000310654 -0.000323751 0.000161198 0.0117844 0.0313142 0.00356442 0.0164061 -0.0331986
internal_weight=153.734 0.463567 0.334229 0.0781605 153.27 1.29513 151.975 151.172 149.638 9.17032 8.05608 7.34939 6.27114 5.00297 4.39176 3.55138 1.96095 1.36272 1.11731 1.11424 0.240478 0.873766 140.468 133.108 130.765 7.3598 2.1801 5.1797 3.90374 0.712825
internal_count=4034 213 93 51 3821 126 3695 3680 3647 317 223 217 211 196 191 173 161 136 134 94 49 45 3330 3141 3079 189 93 96 62 81
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 1 0 1 0 0 0 1 0 0 2 0 2 1 2 1 2 0 0 1 1 2 2 2 2 0
split_gain=0.0296554 0.536233 1.07347 0.282013 0.264331 0.144271 0.206192 0.35517 0.521017 0.458641 0.418843 0.717986 0.24423 0.163739 0.143081 0.707673 0.423667 0.374852 0.355669 0.380358 0.155365 0.126172 0.300744 0.228905 0.314132 0.893154 0.116743 0.141647 0.303346 0.575744
threshold=0.5223196910500002 0.38906020780000011 39.051326806600009 0.5231430197000001 0.52005927965000021 0.38052752915000004 0.51505942935000004 0.37078231190000005 0.50339810185000011 0.50086823750000009 0.5054040298000001 0.37668033890000002 0.50706565670000014 0.49949103320000005 38.244973486750006 0.52366695610000014 37.828051409500013 0.38976377950000002 38.334060527150008 0.39162001140000008 37.73036952315001 0.49053920540000012 0.48637765340000011 0.34739977845000009 0.35275889945000011 36.79544512155001 38.400997490450003 40.664404858950007 42.094663496250007 0.56341127510000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 13 -9 -12 -10 21 15 -5 20 -16 -19 -20 -17 22 -1 -23 -25 -26 -21 -28 29 -29
right_child=3 2 -4 14 -6 -7 -8 10 12 -11 11 -13 -14 -15 17 16 -18 18 19 26 -22 23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.0012479506317423356 0.033189331557439465 0.034442785461829425 -0.14456343809682515 -0.13974525572610411 0.037086053526481727 -0.030721669898075534 0.035377119719872285 0.005678153876595168 0.063402343414704715 -0.050355734091562888 -0.11469560227530338 0.012713335335910656 0.0082068730866575543 0.027235815362837687 0.054356484980499789 -0.0046414796431943194 -0.10646538129072963 0.084452233538055449 -0.063906446037851491 0.038205762530841375 0.043175377435073582 -0.044411430516240122 0.023020735661233565 0.015003403416605113 0.03522873731421329 -0.083774971223062031 -0.0076926143213494535 0.024596889550209403 -0.0077862114785932513 -0.044582071393633849
leaf_weight=75.156661110932049 2.7493601958849458 0.61241157666563484 0.73958156032961142 0.41501295566558738 1.8777310342557019 1.5839305880654126 1.593835148756624 1.5555249295430251 1.8518147831782692 1.8551528758835036 1.1267722077318465 0.72810916893649835 1.4136338531970976 2.1352375466376534 1.3481209849851428 5.1361238935881772 0.38582990808481543 0.49978496583935239 0.9216307180467983 0.83097782524771346 0.78310498946984797 1.7777609527111033 5.4784880920778951 3.6721415156498551 1.1388683714903893 1.4133485486963762 13.553952823906 10.111302452045495 9.5088034099960606 1.3655120829534997
leaf_count=1401 29 21 84 5 21 31 16 24 41 29 48 17 12 26 26 420 58 9 18 10 18 18 50 31 24 36 356 138 844 173
internal_value=2.82908e-05 -0.000905046 -0.0634791 0.00210065 -9.43859e-05 -0.000775631 -0.000305525 -0.000878236 0.000249597 -0.00113439 -0.0325904 -0.0646829 0.0395079 -0.000128438 0.000195306 -0.0132591 -0.00493348 0.00256589 0.000668198 -0.000485605 0.00168462 -0.000787633 0.000400905 -0.0127642 -0.00372532 -0.0306723 0.00116692 0.00027581 0.00542236 0.016366
internal_weight=153.321 105.711 1.35199 47.6095 104.359 102.481 100.897 99.3035 95.8931 92.6277 3.41041 1.85488 3.26545 90.7725 44.8602 6.72007 6.30506 38.1401 36.792 36.2922 5.91923 88.6373 80.6351 8.00212 6.22436 2.55222 35.3705 34.5396 20.9856 11.4768
internal_count=4034 1930 105 2104 1825 1804 1773 1757 1668 1615 89 65 53 1586 2075 501 496 1574 1548 1539 438 1560 1451 109 91 60 1521 1511 1155 311
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 2 2 0 0 2 0 2 2 1 0 2 1 0 2 2 2 0 0 1 1 0 1 1 0
split_gain=0.0269504 0.20051 0.157924 1.20648 0.327729 0.378201 0.812008 0.452539 0.648592 0.323822 0.303402 0.483965 0.294715 0.442486 0.220807 0.515928 0.871406 0.322618 0.196859 0.134139 0.822262 0.260814 0.282268 0.732519 0.208526 0.471034 0.215668 0.133766 0.236824 0.450293
threshold=40.563919884450009 40.583589072600013 0.5398790455000001 40.377444152000002 0.53928026105000015 40.316494640950005 40.206947806850003 39.896141435400004 0.48351845755000006 0.54064249575000012 39.664548207900005 0.50410167360000013 40.206947806850003 40.040005255000004 0.39072183470000005 0.52770875125000016 39.110279783550006 0.39045238170000002 0.52925062125000011 39.952536079750011 39.458743938000005 39.420767558750008 0.54228915300000013 0.54386096225000014 0.40509266190000009 0.4349121284000001 0.56915960600000015 0.38976377950000002 0.36945001650000003 0.50086823750000009
decision_type=2 2 2 2 2 2 2 2 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 9 5 6 7 10 -9 -4 14 -12 13 19 17 16 -16 27 -17 20 21 22 -11 -24 -25 -26 -27 28 29 -1
right_child=1 -3 3 -5 -6 -7 -8 8 -10 12 11 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0045289943818017401 -0.051534660951416546 -0.00060791374150208962 -0.073941913914084709 -0.16949731184904046 0.047846054825705218 0.025366618174729728 -0.05925360097180854 -0.0052263253138546684 0.056697892628663663 0.037891273364398084 -0.066531988531236819 0.0049561264124489725 0.044890339122383875 -0.12279940233945293 -0.15938560741245716 0.027914865005944447 0.048015243155678185 0.046786958872057006 -0.022482420250083235 0.031672555122194447 -0.11405292733286523 0.093120082431050591 -0.12669627780432788 0.032651691222126349 -0.1040766044449114 0.010486627285462386 -0.10563259519192146 -0.023125837141056552 0.024107421536511228 -0.049125861000428039
leaf_weight=12.666043033239292 0.77961200111894768 92.776740359565167 0.59673872590064725 0.44904958931147199 1.6632503969594825 6.3242346244987848 2.2541779661551109 3.3594295304219477 3.4065669820411131 1.5412360215559564 1.8078824840486043 1.988699549809098 1.3778908861386288 0.30675104968304445 0.58382668823241957 1.3297533933073284 0.31022665603086352 1.7066826857626427 1.8580799760238731 1.1222243681550024 0.63787857565534967 0.31729791908583127 0.4938323302194475 1.4634946668520568 0.48154200811586667 2.5533604330776147 0.17063612183230237 1.9849841417744745 4.5300659522181368 1.784519165783421
leaf_count=360 16 2489 6 17 10 62 24 27 30 9 19 36 31 24 49 19 22 13 50 32 51 7 9 7 98 55 349 20 73 20
internal_value=2.35922e-05 -0.00103229 0.00169591 -0.00881351 0.00423981 0.00265951 -0.000969544 0.0025512 0.0259515 -0.00229125 -0.0026312 -0.0290856 0.00179399 -0.00473995 0.00112283 -0.0202877 -0.0874198 0.00497756 -0.00146 -0.000615954 -0.00534681 0.0045289 0.000335973 -0.0108752 0.00137496 -0.0129045 0.00321271 0.00157411 0.00415722 -0.00209692
internal_weight=152.627 93.5564 59.0704 11.5119 47.5584 45.8952 39.5709 37.3168 6.766 11.0629 30.5508 3.79658 10.4661 9.08825 26.7542 4.08189 0.894053 22.6723 3.18783 8.7815 7.65928 7.0214 6.7041 5.16287 4.66903 3.20554 2.724 20.9656 18.9806 14.4506
internal_count=4034 2505 1529 695 834 824 762 738 57 678 681 55 672 641 626 140 71 486 69 617 585 534 527 518 509 502 404 473 453 380
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 2 0 0 0 1 0 1 0 2 0 2 2 2 1 1 2 2 2 0 1 0 0 0 2 0
split_gain=0.0271129 0.270094 0.971132 0.755762 0.487232 0.474274 0.512665 0.5642 0.430631 0.419078 0.237691 0.321832 0.240584 0.219497 0.216601 0.16568 0.191059 0.15681 0.15622 0.341299 0.156066 0.5616 1.76845 2.07084 0.516538 0.475779 0.391367 0.539084 0.360453 0.340683
threshold=0.47976108500000009 0.34566330350000002 41.942745071500006 0.47916230050000003 0.34551360740000009 42.686561923500008 0.47769527860000011 0.47736594710000008 0.47943175355000006 0.34542378970000004 0.48068920095000006 0.34467530910000005 0.48098859315000003 41.646178195200001 0.4784437592000001 42.719328117250008 44.756878345700009 41.147265497500008 0.34524415440000006 0.3453339720000001 42.456897412850005 41.481306584950012 41.741384785950011 0.48597347385000006 0.42473279245000012 0.56719858685000013 0.48200652675000005 0.48537468940000006 42.558389508100007 0.49485045360000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 5 8 -4 7 15 9 14 17 -12 -13 -3 18 -7 -17 -2 -1 -20 21 -14 23 -23 26 -26 -24 -28 -22 -29
right_child=10 2 3 -5 -6 6 -8 -9 -10 -11 11 12 20 -15 -16 16 -18 -19 19 -21 28 22 24 -25 25 -27 27 29 -30 -31
leaf_value=0.0019524731782003205 -0.0055706648763009245 0.038955892744631397 -0.10511499750751563 -0.1319005267808345 -0.04428841053070412 0.10440030765518347 0.089425648807444483 -0.11345859842688662 0.036420908572212293 0.047692821557204897 0.042048647910206821 0.029674088274863036 0.0011599038395700171 0.10286309611712452 -0.029106811307300348 -0.1015105611342559 0.048002462953461104 -0.039165691691157266 -0.054750233538424391 0.0093902395347996593 0.038402995383893357 -0.23895758416464974 0.026057364870142298 -0.040420051713121491 0.07830462869079452 -0.037520676110410565 -0.061603848757580328 0.013706613385500742 0.0010831304713732101 -0.02669355770828627
leaf_weight=21.26194282986118 3.0544510921463361 0.98142777252939994 0.31235114466107994 0.46734982635825861 2.3968591755983644 0.24416859447956063 0.77961208391934622 0.38673311099410057 3.3442777898162594 1.6383539673988696 1.8132096789777268 2.5866545317694536 63.9366361332347 1.1879987137908754 3.1358347930945447 0.12673696071715312 0.26248497405322269 2.5487420745193958 1.5935864299390226 1.7304660936603253 3.0308595297756282 0.71998189389705958 2.1991368681192389 1.9435718656204697 1.2520016180351365 0.49481150881183555 2.4386058943346134 3.8489051014184934 17.712978230102237 4.5605060509988107
leaf_count=703 23 57 25 6 26 2 13 11 24 18 12 16 1466 31 29 47 56 24 31 25 40 6 9 80 17 87 15 21 1016 98
internal_value=1.91591e-05 0.00225967 0.0246422 -0.0168298 -0.000768468 0.00863241 0.0283737 -0.0182842 0.00242104 -0.00145172 -0.000777022 0.000278798 -0.000444408 0.0739521 -0.00435615 0.039827 -0.000681397 -0.0208521 -0.00119932 -0.0213594 -0.00120716 -0.00318053 -0.019077 -0.0940865 -0.00557204 0.0454953 -0.0124092 -0.0202072 0.0065359 -0.0082028
internal_weight=151.991 39.8502 4.74886 2.57944 35.1013 2.11209 1.79974 1.02012 32.7045 29.3602 112.141 106.538 104.725 2.16943 27.7218 0.633391 0.389222 5.60319 24.586 3.32405 102.138 81.3942 17.4575 2.66355 14.794 1.74681 13.0472 10.848 20.7438 8.40941
internal_count=4034 1104 248 160 856 154 129 116 830 806 2930 2883 2871 88 788 105 103 47 759 56 2855 1799 333 86 247 104 143 134 1056 119
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 0 0 1 2 0 2 2 0 0 0 1 1 2 0 0 0 0 0 0 1 2 1 0 0
split_gain=0.0265526 0.0675831 0.114285 0.137496 0.060023 0.0439956 0.0420123 0.0376602 0.0611865 0.0285125 0.0878656 0.0438631 0.0385152 0.229308 0.459626 0.247468 0.144325 0.365274 0.052955 0.179058 0.27321 0.765191 0.194664 0.208644 0.158612 0.100251 0.0381696 0.225246 0.867321 0.267999
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.36575252235000005 0.52453519355000011 0.5681267027500001 0.49094338495000006 0.31100865245000009 34.883496062400006 0.54562737640000014 35.050303764500008 36.242939472700009 0.50008981770000005 0.49880243110000005 0.50465554925000011 0.39019789825000006 0.39072183470000005 37.198331469900005 0.49880243110000005 0.52284362740000012 0.5296248615500001 0.49336846205000007 0.47515044460000005 0.55769288345000012 0.46280051495000007 38.400997490450003 0.37668033890000002 0.52770875125000016 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -5 -7 8 -1 10 -2 -11 13 14 -13 -15 -17 -18 19 22 -21 -22 23 -14 -23 -26 27 29 -29 -20
right_child=9 2 3 5 -6 6 -8 -9 -10 11 -12 12 18 15 -16 16 17 -19 26 20 21 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.10079157998457165 0.041176492267318503 0.10062471243528422 -0.10782417534731714 0.10109296918036433 -0.1085300393172951 -0.10166005635904828 0.055663804089614771 0.083259517934864621 -0.081736548666376863 -0.023415367497434388 -0.015718552114356684 -0.023871441147063646 -0.12684514542998557 -0.050348513882162022 0.105756987025455 0.047962144953514169 0.030687891925386093 -0.10392141937231301 -0.0021165579845975006 -0.037570753908882946 0.081839074290434105 -0.11268008818031279 0.10172939974436689 0.064821098238375924 -0.10111266254296175 0.0909299795948669 -0.00024595914700984497 -0.073661921928142998 0.01710755752811904 0.049716465562507452
leaf_weight=0.023562727496012736 0.61683208553586044 0.096647503785789013 0.11469285190105438 0.064244493842124939 0.12662469661154319 0.030458228808129206 0.038341596562872837 0.03129757079295814 0.083258124503757358 0.79627179134752069 0.484754011971404 0.49167443710484737 0.1050452319905294 0.84908570535481009 0.61650477349758148 0.76579081267118432 0.66097609512507915 0.29005220770994811 1.9524338566043282 2.514961673485232 0.76352652379136976 0.35890390523854876 0.27420146111398935 0.12365140207111835 0.042689941300295686 0.074831380481199972 131.60013488453569 1.4324738631748912 3.9705427561262923 2.0395311778411269
leaf_count=1 38 6 3 2 8 22 124 4 89 15 42 40 38 6 5 11 3 67 43 24 13 28 9 5 27 27 3141 34 134 25
internal_value=2.62501e-05 -0.0208102 0.00839464 -0.0275863 -0.0588007 0.041584 -0.0139847 -0.0132096 -0.0414742 0.000110401 0.0161398 -7.53463e-06 0.000117621 0.0102292 0.0482437 -0.00618881 0.0156512 -0.0103663 -0.000138145 -0.0111257 -0.0186306 0.0197854 0.0449099 -0.0232153 -0.0796629 0.02117 0.00019366 0.00635162 -0.00695769 0.0243654
internal_weight=151.434 0.609128 0.344385 0.247737 0.264743 0.133044 0.0687998 0.138118 0.106821 150.825 1.10159 149.723 148.927 3.67408 1.10818 2.5659 1.71682 0.951028 145.253 4.25781 3.75491 1.23995 0.502898 0.228697 0.476425 0.117521 140.995 9.39498 5.40302 3.99197
internal_count=4034 259 157 151 102 148 146 94 90 3775 80 3695 3680 132 45 87 81 70 3548 171 119 95 52 43 82 54 3377 236 168 68
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 0 1 2 0 2 0 0 0 0 1 0 1 1 2 1 2 2 1 0 0 1 2 0
split_gain=0.0232953 0.429711 0.911617 0.571531 0.474643 0.214203 0.467336 1.41263 0.691624 0.650179 0.585548 0.245461 0.230937 0.945988 0.805951 0.226734 0.211319 0.198305 0.589409 0.430397 0.345235 0.628704 0.613662 0.597919 0.756591 0.68039 0.269453 0.317407 0.282859 0.464882
threshold=0.34527409360000011 0.4815274992000001 0.48098859315000003 0.48244064550000004 0.34494476210000008 0.34515433670000012 0.34494476210000008 0.4778150355000001 0.34485494450000004 41.385032804600009 0.47769527860000011 41.32819714970001 0.47754558250000007 0.47736594710000008 0.47604862130000009 0.47883296910000012 0.3453339720000001 0.47961138885000004 0.34542378970000004 0.34545372890000009 41.147265497500008 0.34545372890000009 40.00488309970001 41.685324604100011 0.34566330350000002 0.47916230050000003 0.47883296910000012 0.34569324270000007 41.942745071500006 0.47709649410000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 8 9 12 10 -8 -7 13 14 -1 -10 -2 20 -19 -20 22 -22 -18 -23 -25 26 27 -26 -29 -30
right_child=16 3 -4 4 -6 11 7 -9 15 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 21 23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0024218619014829755 -0.030416553037359031 0.055525596411921521 -0.10459138738777761 -0.021319477268264473 0.036518336404295339 0.048025425540259688 -0.13096482263809911 -0.11230428081181028 0.018925503840882357 0.042649949070924349 0.016284773653352087 0.0009684829341744328 -0.023978915804780135 0.11139956393551687 -0.096041941696970959 0.075726439302547258 0.032168975127588449 -0.052135318386869384 0.084968777856835251 -0.00084255538994585971 0.058194779848328396 0.046658996087489781 -0.058465801590639327 -0.13588132569354436 0.095045361245207696 -0.13192425907778257 0.10547834192877865 0.077913611909016578 0.04554479537976984 -0.07710590543788419
leaf_weight=10.948023872362162 2.3441744226702204 3.1641998291015607 0.86797254905104537 3.4090926051139832 2.4304190762341022 1.795941799879073 0.52280871171894394 1.5094500851118935 1.3668474353544289 1.8553836657083591 0.55860119313001633 2.8959380562155275 4.7991741140140212 0.74118897318840105 0.89960309839807528 1.4464387819170952 1.3956756145247049 2.2464202707633367 0.58808953687548537 95.610805526240966 3.1577295683091489 1.8138892751376259 1.6073790055652351 0.51826630679715924 0.31572675262577909 0.3560185208916663 0.2978055179119109 0.27483148810279079 0.48010160503554267 0.86728677805513144
leaf_count=517 40 13 7 29 22 13 60 19 35 17 2 41 38 3 15 5 52 25 20 2793 27 27 22 23 8 4 2 11 102 42
internal_value=2.67178e-05 0.00212413 -0.00359116 0.0212989 0.00275276 -0.000603181 -0.00433117 -0.033682 0.00212888 0.00672814 -0.0549032 0.0189808 -0.00531378 0.00180185 -0.0050546 0.0481295 -0.00070841 -7.25928e-05 -0.00150039 -0.000317968 0.0126079 0.0233658 -0.0163431 0.00102982 -0.0255828 -0.00352684 0.016919 0.00331004 -0.0145441 -0.033403
internal_weight=151.085 39.2111 30.2074 9.00371 5.83951 29.3394 24.6475 4.44624 20.2013 2.93679 1.08141 4.69188 17.388 12.5888 11.8476 2.81329 111.874 109.53 98.4453 96.1989 11.0847 8.08166 3.00305 4.92393 3.11004 2.59177 2.23575 1.93795 1.62222 1.34739
internal_count=4034 836 772 64 51 765 711 98 613 79 62 54 573 535 532 40 3198 3158 2838 2813 320 246 74 219 192 169 165 163 155 144
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 2 1 2 1 0 2 2 1 1 2 0 2 0 1 0 1 0 1 2 0 1 0 0 0
split_gain=0.0292266 0.24799 0.134753 0.888302 0.987993 1.91752 0.382738 0.385451 0.53274 1.39529 0.724225 0.272694 0.694434 2.438 0.677823 0.519002 0.539184 1.03618 0.933137 0.847149 0.534138 0.425114 1.29427 0.40507 0.332932 0.284866 0.939735 0.272983 0.503825 0.27702
threshold=41.218101594450012 41.147265497500008 0.34569324270000007 0.34545372890000009 0.4784437592000001 42.47354681640001 41.243661560350013 0.34587287805000005 42.198888176300009 0.34575312120000007 0.48244064550000004 41.872294782850005 41.481306584950012 0.34608245260000009 0.34623214870000002 42.094663496250007 0.48119816770000007 43.426640904350009 0.48386275860000011 0.34641178410000012 0.48637765340000011 0.34988473400000003 0.52688542260000015 0.34829795515000012 43.525909308350002 0.49485045360000007 0.37078231190000005 0.50465554925000011 0.54386096225000014 0.54499865270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -4 8 -8 -10 -11 12 21 -14 -15 25 17 -17 -18 -20 -21 -9 -23 -16 -19 -13 -27 -25 -29 -30
right_child=2 -3 6 4 5 -7 7 11 9 10 -12 15 13 14 23 16 18 24 19 20 -22 22 -24 27 -26 26 -28 28 29 -31
leaf_value=0.00057250663532181325 0.001099907976124221 0.040301592647073191 0.096189846150198655 0.01481509962083128 -0.1525118221025501 -0.0056809409373160882 0.052311395999555976 0.049793428276132229 -0.16415103243737242 -0.054471594464628896 0.10459204123505911 0.048145728218192102 -0.23939382324451183 0.053491780226623854 -0.13249448996640464 -0.13164070763463187 0.073652547267089155 0.094851624568446383 -0.1877827242976747 -0.147241487067611 -0.0018533808452701084 -0.11947740939104895 0.033675690156499807 0.058299294767527349 -0.031477259873853969 -0.10144272449194194 0.034992630117059352 -0.11466555727118698 0.10461976917361766 -0.028495433794089906
leaf_weight=74.446718533435927 28.418931828852692 1.6050173587282177 0.43158442144522169 1.9333819558960375 1.6616141088306906 1.9138426072895525 3.1395377516746512 1.605771206319331 0.46742482880654268 0.48272654155152828 0.70323767326772213 3.2894846808085303 0.57459723949432406 0.98291911184787784 0.4390339404344562 0.91594857600739732 1.5769589152187133 0.35837489331606776 0.25439918786287563 0.25644624233246105 17.272092473490886 0.81716989012784358 1.6990946277428518 0.32112458663323185 0.4992269374197349 0.64439495094120536 2.3310433966216806 0.58174382903234778 0.21582652628421783 0.56715841519371679
leaf_count=1801 532 31 14 32 25 23 15 5 8 18 51 19 4 21 3 42 9 8 3 2 1040 30 33 11 80 12 72 21 2 67
internal_value=3.2621e-05 0.00141096 -0.00137717 -0.00602417 -0.0427758 -0.0739173 0.00252273 0.00151199 0.0281172 -0.017824 0.0398479 -0.00211035 -0.0186011 -0.0501609 -0.015174 0.00258704 -0.00490663 -0.0576798 -7.2109e-05 -0.00660988 -0.00398044 0.00959276 -0.0160616 -0.046937 0.0213131 0.0278654 0.00544463 -0.024656 -0.0441756 0.00819722
internal_weight=150.407 76.0517 74.3551 33.9278 5.50884 3.57546 40.4273 39.9957 4.79293 1.65339 1.18596 35.2028 7.80444 3.6824 3.10781 27.3984 21.1334 1.77355 19.3599 17.7829 17.5285 4.12204 2.51626 2.12489 0.857602 6.26492 2.97544 1.68585 1.36473 0.782985
internal_count=4034 1832 2202 612 80 48 1590 1576 92 77 69 1484 197 129 125 1287 1184 130 1054 1045 1042 68 63 104 88 103 84 101 90 69
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 2 0 1 0 1 1 0 2 0 1 0 2 2 0 1 1 1 1 0 0 1 2 2 2 2
split_gain=0.0253808 0.234179 0.221738 0.210669 0.203291 0.225179 0.108438 0.25701 0.254889 0.10367 0.137412 0.120549 0.558523 0.545667 0.389626 0.25959 0.204239 0.477376 0.601829 0.402195 0.370704 0.418997 0.475496 0.304452 0.973064 0.368932 0.30225 0.220102 0.576846 0.359568
threshold=0.47721625100000004 0.47709649410000005 0.34398670700000006 0.47700667645000011 0.34551360740000009 44.756878345700009 0.4778150355000001 0.34530403280000005 0.47808448850000007 0.34452561300000012 0.34467530910000005 0.47976108500000009 41.872294782850005 0.47883296910000012 0.34551360740000009 0.47943175355000006 42.456897412850005 42.310579034350006 0.49649711085000009 0.34494476210000008 0.34512439750000007 0.3453339720000001 0.34542378970000004 0.48119816770000007 0.48244064550000004 0.34551360740000009 42.488347682450005 42.094663496250007 42.006870117350005 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 -4 -8 -10 -11 12 13 -12 -15 -14 17 20 -19 -18 -13 -22 -23 -24 -25 -26 -21 28 29 -27
right_child=2 -3 6 -5 5 -7 8 -9 9 10 11 16 15 14 -16 -17 19 18 -20 26 21 22 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.0014677788369268682 0.058706183110075194 -0.042849364590636103 -0.0020482843858436804 0.034859889687399885 -0.10767413738661749 0.024685350504829492 -0.052723283140928549 0.038113581130810308 -0.021468701405831722 0.031252244111947068 -0.0032025501810707814 -0.027249300791494437 -0.071685799094342806 0.071413215559125262 0.014454583527797228 -0.0030436237892432732 0.067676778865381704 -0.090895205107973387 -0.0057951653844457336 0.054185935778272756 0.03719862233422843 -0.065450148173402251 0.025443115524809663 -0.050339285359805787 0.063577802886770202 -0.00017649019774651508 0.0016007943964408751 -0.044523494660647284 0.048356259098005609 -0.057602449617628393
leaf_weight=12.930848334387147 0.65114074386656184 1.3961059842258698 4.4305722184944889 1.5516458698548383 0.37597571090154325 0.19530057098018005 0.92641883459873398 2.4882605783641338 2.2247896480839691 1.4188732411712397 5.1176291666924936 5.3556203991174689 1.0626512686721974 2.4696875959634781 2.3377742543816566 1.144125062972307 1.0526717379689241 1.3808222855441266 2.0871240813794429 1.1542383632331645 2.907261522486805 1.1447748197242607 4.2603911962360135 3.9428934026475408 0.92349826171994109 59.449877256640406 20.619370180250201 1.0953417628625164 2.4406255494104689 1.110718737982096
leaf_count=672 7 17 30 23 115 55 18 32 15 10 32 38 37 14 28 14 3 16 41 18 25 12 25 23 13 1531 1049 50 31 40
internal_value=3.56784e-05 -0.00367015 0.000493349 -3.66167e-05 -0.00404688 -0.0624248 0.000207374 0.0123954 -0.000463871 -7.56287e-05 0.000312979 -4.96508e-05 0.0094059 0.0195233 0.0437154 -0.0360976 -0.00110279 -0.00333238 -0.0396792 0.00730703 -0.00180693 -4.36328e-05 -0.00149954 -0.000499734 -0.00210243 0.00082271 0.00438838 -8.14609e-05 0.00069121 -0.00122972
internal_weight=149.647 16.4499 133.197 15.0538 13.5021 0.571276 132.546 6.91883 125.627 124.701 122.476 121.057 12.1319 9.92509 4.80746 2.20678 108.925 86.0989 3.46795 22.8263 82.631 77.2754 74.3681 73.2233 68.963 65.0201 21.7736 64.0966 63.0012 60.5606
internal_count=4034 882 3152 865 842 170 3145 62 3083 3065 3050 3040 125 74 42 51 2915 1845 57 1070 1788 1750 1725 1713 1688 1665 1067 1652 1602 1571
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 1 2 0 2 2 2 0 0 1 1 0 1 0 0 0 0 0 1 1 2 0 2 2 1
split_gain=0.0241479 0.147814 0.446464 0.314863 0.328622 0.220834 0.305503 0.712865 0.316453 0.240816 0.188358 0.143315 0.124741 0.681589 0.605694 0.592701 0.568831 0.187702 0.606591 0.518928 0.710772 0.441448 0.40235 0.169751 0.287666 0.172335 0.161965 0.758487 0.482394 0.335502
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.48386275860000011 39.896141435400004 0.34494476210000008 40.040005255000004 0.49053920540000012 39.861052345600008 40.467253020850002 40.583589072600013 0.47997065955000012 0.48200652675000005 0.34545372890000009 0.35471991855000007 0.47883296910000012 0.34515433670000012 0.47817430615000006 0.47736594710000008 0.47700667645000011 0.4784437592000001 0.47464147780000004 0.36006406990000012 0.36359689830000008 39.792680591700012 0.51675099550000014 39.685256516350002 37.311503175250003 0.36533337325000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 9 -7 -8 -9 12 -3 -2 16 -14 -15 -16 17 18 19 20 22 -19 -1 -17 -25 26 28 -28 29 -26
right_child=11 2 -4 4 -6 6 7 8 -10 -11 -12 -13 13 14 15 23 -18 21 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0025588995114484096 -0.043155345572718579 0.046766256971628263 -0.022856899543461387 0.0050729874947115193 -0.063062622132667681 0.058848895622174241 0.035452182374990114 -0.06948545239810186 -0.0022178062801274366 -0.050023931554382922 0.0088808534938587987 -0.00059935056163841894 -0.087131224462618978 0.1072340502512704 -0.095611332626339279 0.04336032460879749 0.076345634396680823 -0.041888934137379541 -0.10016193277851888 0.10905806707821145 -0.12951276519382215 0.1135621923534373 0.10672208897266218 -0.067196876556778015 0.023794897315833702 -0.04657841379442422 1.5364978358649168e-05 -0.11850969643939535 0.048313344501716877 -0.029115020157278959
leaf_weight=3.5523298510070584 0.79833394131855939 3.0294558265450169 2.236629286160678 1.2825746051967137 1.5797140615777605 1.4122347080119633 3.9304985213493637 1.1916684697453095 1.6928155755540499 0.99677590761893853 2.3152743156970246 90.493511108122163 0.93399121332913893 0.51398972794413822 0.66484590363689022 0.87110626138746994 1.1420903131365774 0.32111583902376128 0.61883433908224095 0.43601498007774342 0.41699183732271183 0.42374666780233383 0.37221161590423424 0.65032812184654432 2.2131158541888061 0.76885455975116102 18.604879402735694 0.55605460417063923 2.6392918300007295 2.6139805162747507
leaf_count=207 16 32 36 9 36 11 60 14 39 21 23 2489 9 5 10 22 10 48 7 2 4 3 5 14 23 13 770 20 33 43
internal_value=4.21271e-05 0.00163808 0.0146564 -0.000320185 -0.0325315 0.00161928 0.0165178 0.0077457 -0.0300081 -0.00149879 0.0303547 -0.000971497 -0.000236351 -0.00300074 -0.000389894 -0.00225984 0.0115412 -0.000510468 -0.00700568 0.00506082 -0.00538349 0.046546 0.00780554 -0.000113592 -0.00146386 9.65011e-05 0.00144422 -0.00342426 0.0139382 -0.004857
internal_weight=149.273 57.9814 7.58136 50.4001 2.86229 47.5378 8.22722 6.81498 2.88448 39.3105 5.34473 91.2918 38.3138 31.0304 30.0964 29.5825 7.28334 6.14125 5.39638 4.77755 4.34153 0.744863 3.92454 28.9176 28.0465 27.3962 26.6273 19.1609 7.46639 4.8271
internal_count=4034 1529 91 1438 45 1393 124 113 53 1269 55 2505 1248 962 953 948 286 276 225 218 216 51 212 938 916 902 889 790 99 66
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 0 1 1 2 0 1 0 1 0 0 1 1 0 1 0 0 0 1 1 1 1 0 0 2 1
split_gain=0.0238064 0.240283 0.450887 0.171044 0.332271 0.187155 0.145962 0.766954 0.62296 0.935428 0.465622 0.309317 0.299099 0.244564 0.22225 0.115296 0.363051 0.452631 0.132499 0.0933405 0.336019 0.13904 0.647401 1.4975 0.511253 0.418076 0.979071 0.394037 0.538085 0.413823
threshold=0.48597347385000006 0.34587287805000005 42.388109226950007 0.34641178410000012 0.49053920540000012 0.49336846205000007 0.34656148020000005 0.34674111555000003 39.792680591700012 0.48028502140000007 0.35651627195000007 0.47817430615000006 0.34608245260000009 0.48386275860000011 0.48244064550000004 0.34829795515000012 0.35275889945000011 0.49787431515000008 0.35862698720000002 0.48306936920000004 0.48271009850000007 0.4815274992000001 0.34536391125000004 0.34569324270000007 0.34584293880000011 0.3453339720000001 0.48098859315000003 0.48028502140000007 41.147265497500008 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -5 -6 12 -8 9 -9 -10 -12 13 19 -14 -7 -17 -18 -19 20 21 24 -23 -24 25 26 -1 28 -27 -30
right_child=1 3 -4 4 5 15 7 8 10 -11 11 -13 14 -15 -16 16 17 18 -20 -21 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0031769059740431173 0.059389194582933291 -0.032416077542213484 -0.012338386239011595 0.037295821963260783 -0.030560194003736468 -0.034317036436768575 -0.16483008220815759 0.018014544706127487 0.095798631480351823 -0.17153803278879143 0.036490750520036405 -0.10767574834550608 0.052563739728725113 -0.034440030658053941 0.0069387315784390962 0.046800726388911459 -0.082021057627922958 0.045705837644002621 9.3952457459079756e-05 0.01364328041333826 -0.036069217925275378 0.041985893784006148 -0.084672976321779447 0.051027296345982354 -0.04850612769310484 -0.029005171648346623 -0.10319814725120467 0.036608472266866643 0.044877175472275481 -0.0068755178238942673
leaf_weight=30.524736732467208 1.9254126325249665 1.5880917534232128 1.6085448358207939 2.4061667690666573 2.0116310745943329 0.94353879243135352 0.33841317379847113 0.62535406975601426 0.72350216914492171 0.4460409888997674 0.3635637778538694 0.25196828457342235 1.7390761660644773 2.2564225178211919 2.7654613945633173 1.6786596905440081 0.67079702708212963 0.64333663112483819 63.43246088279858 4.1068283617496482 2.7509239949285975 3.6426083967089644 1.6899092346429827 1.5675418162718413 2.2681009066873221 3.5209594496576795 1.0110710859298695 5.066079828888177 3.2092261284124106 2.9795896471114247
leaf_count=798 35 8 14 37 20 6 8 46 10 6 105 13 40 29 22 29 36 23 2427 30 15 17 11 55 26 27 8 36 34 63
internal_value=4.90949e-05 0.00127182 0.0267411 4.51362e-05 0.000763256 -0.000503721 -0.00125976 -0.023858 -0.00406615 -0.0608996 0.0414077 -0.0225239 -0.000360771 -0.00209818 0.0245533 0.000393764 0.000886815 -0.000303577 0.000551907 -0.000927508 -0.00195514 -0.000263619 0.0130196 -0.0193717 -0.00215031 0.000119955 -0.00638369 0.0140006 0.00220487 0.019961
internal_weight=148.756 76.9086 3.53396 73.3747 71.7866 69.3804 71.8474 2.74884 2.41043 1.0714 1.33903 0.615532 69.0985 64.594 4.50454 67.3688 66.4253 64.7466 64.0758 62.3376 58.2307 55.4798 6.90006 3.25745 48.5798 46.3117 31.5358 14.7759 9.70978 6.18882
internal_count=4034 2635 49 2586 2578 2541 1399 188 180 52 128 118 1211 1149 62 2521 2515 2486 2450 1120 1090 1075 83 66 992 966 806 160 124 97
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 2 2 0 1 0 2 0 2 1 2 0 2 2 2 1 2 2 0 0 1 1 0 2 1 1
split_gain=0.0334725 0.142657 1.04818 0.296368 0.324619 0.602391 0.393235 0.470508 0.388896 0.322127 0.643311 0.378832 0.291242 0.438039 0.845154 0.34977 0.218645 0.216178 0.371543 0.284002 0.251184 0.217766 0.16849 0.384923 0.343199 0.528513 0.322396 0.730568 0.52972 0.24762
threshold=40.563919884450009 0.5398790455000001 40.377444152000002 0.53866650695000018 40.316494640950005 40.206947806850003 39.896141435400004 0.48351845755000006 0.39072183470000005 0.52770875125000016 39.110279783550006 0.52925062125000011 40.340071172300007 0.42039160505000012 38.625745710700009 0.54136103710000005 39.861052345600008 39.952536079750011 39.458743938000005 0.42209814075000007 40.003678352300007 39.420767558750008 0.51505942935000004 0.5231430197000001 0.39019789825000006 0.38733870245000007 0.5017514446000001 36.893814626400008 0.36575252235000005 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 5 6 8 -8 16 10 -10 -11 13 14 -3 -15 22 18 19 -17 -19 -21 26 24 25 -24 28 -28 29 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 9 11 -12 -13 -14 15 -16 17 -18 20 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.011334100251416852 -0.0011397018542185203 0.0046663383636252219 -0.16478283644538275 0.039429668593898647 0.023719233803483685 -0.050815668778216007 -0.0021530953473950219 0.051215905325704705 -0.15663123862102868 0.021813635512082975 0.015212918787812181 -0.053600267751400456 0.058439453330869306 0.10671178246339484 -0.088881752329605504 -0.11467542908256836 -0.044573361505832382 0.11118932298112004 -0.11096799612818045 0.0013804563111999484 0.012036180340073838 0.09110637821234184 0.060415092586124132 -0.018333443966267585 0.067116358025883185 -0.022759909967361703 0.019143829592197403 -0.0761031490895267 0.066922577887532794 -0.016667945764168201
leaf_weight=6.9414297337731323 90.944660146539491 2.4627758705373655 0.41183109062149093 2.2938791017513713 6.2243417755053079 2.2746510393917552 3.3358893579452333 3.2723947277991101 0.52627877497889075 1.3199140229262414 0.37171305669471622 1.3447451102256307 0.73732288765131748 0.35637086629867543 1.5887761373887768 0.19763919338583935 0.9861239455640306 0.36474466696381547 0.31260068719961953 3.5282194371015412 0.85298681263429899 0.29295061258380872 1.3150794571265572 2.2027566520264372 1.7750445008277891 1.8229512963443992 1.5485843867063516 1.6777959668543188 1.245595058906473 5.7938149861357573
leaf_count=239 2505 45 17 15 62 24 27 30 49 21 23 49 7 2 28 5 17 2 44 471 67 7 18 22 13 32 20 27 18 128
internal_value=5.3536e-05 0.00194479 -0.0082329 0.00438759 0.00255985 -0.000928535 0.00226976 0.024275 -0.00276688 -0.0337006 -0.0854984 -0.0162447 -0.00220431 -0.00669499 -0.0320176 0.0106779 0.00158751 0.00451054 -0.00595483 0.00221356 0.0417353 0.00825931 0.003459 0.0164016 0.0319749 0.0120969 -0.00189324 -0.0303869 0.00468229 -0.00140524
internal_weight=148.324 57.3792 11.1062 46.273 43.9791 37.7548 35.4801 6.60828 28.8718 3.56265 0.897992 2.66466 10.6944 9.95706 4.05155 5.90551 25.3092 5.54914 4.33141 4.01881 1.21773 3.82117 24.3231 7.11583 4.91308 3.13803 17.2072 3.22638 13.9808 12.7352
internal_count=4034 1529 695 834 819 757 733 57 676 142 72 70 678 671 73 598 534 596 527 483 69 478 517 85 63 50 432 47 385 367
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=2 1 2 0 0 2 2 1 2 2 1 1 0 2 1 2 1 0 2 2 2 2 2 2 2 1 0 2 2 1
split_gain=0.0636605 0.0477928 0.0428305 0.0605491 0.0497507 0.119644 0.0287248 0.0620192 0.0276881 0.197599 0.121098 0.66647 0.830112 1.61263 0.293829 0.431613 1.23972 0.587503 0.268184 0.262813 0.606346 1.22289 0.59949 0.523371 0.405355 0.286234 0.29639 0.199263 0.61579 1.86237
threshold=32.724174661450007 0.38906020780000011 34.654301448200009 0.51191581090000016 0.51505942935000004 34.41230404325001 30.317390213800007 0.38052752915000004 41.218101594450012 41.147265497500008 0.34569324270000007 0.34545372890000009 0.4784437592000001 42.47354681640001 0.34587287805000005 42.198888176300009 0.34575312120000007 0.48244064550000004 41.257403903850005 42.824128352900011 41.872294782850005 42.094663496250007 42.522337019050006 43.047778594550003 41.535369675400013 0.34524415440000006 0.45994131915000008 41.872294782850005 41.481306584950012 0.34608245260000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 7 -1 9 -4 11 19 -13 -14 15 -12 -17 -18 -16 20 24 -22 -23 -21 -10 26 -25 28 -20 -30
right_child=2 -3 8 4 5 -7 -8 -9 10 -11 14 12 13 -15 18 16 17 -19 27 23 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.10092621823228685 -0.0091424416606315281 0.063984879307876774 0.0006312900049334593 0.10160764491510013 -0.029475004741116639 0.099627668946873194 -0.083585040460431345 0.10042426935788006 -0.008381010771147163 0.036692535819542176 0.048499557852692513 0.014696603212697635 -0.14331689504075107 -0.0055897549885423553 0.076738498846721626 -0.15796480462178056 -0.042152605673152169 0.10437242999687531 0.010619434899170043 0.061965747130600782 -0.1420495071164096 0.017852584548161084 -0.049856164700187361 0.0051658952032155453 0.030598599874362576 0.044132693751809983 -0.043966817831177563 0.0023349028275122339 -0.20905714681824017 -0.014241788800308158
leaf_weight=0.031893689905394207 0.31041813954493491 0.033479348374953588 72.150385297975504 0.12623343616724014 0.16560140864547179 0.12670461543581268 0.18048436857301198 0.029397938400506973 6.9721073383079837 1.5522019415366219 2.9930570721626273 1.909985158155904 1.5451466385275128 1.8900801530107854 0.44139064635601144 0.4427181838400428 0.48845191410509847 0.62224185653030872 4.07529601123042 1.7956862454702776 0.87424666192418854 2.7537191703722783 2.4901368477294454 5.9145902491800353 4.3214068818379019 1.407376921008108 1.5494229233299845 26.974876859032122 0.58717520534992251 2.9866748098884273
leaf_count=48 46 109 1477 4 59 17 38 3 62 31 15 32 25 23 17 8 18 51 65 34 37 59 48 175 43 31 43 1287 4 125
internal_value=5.37711e-05 -0.0479928 0.000143452 0.0243231 0.0491434 0.0264866 -0.0634986 -0.0043504 2.33344e-05 0.00139075 -0.00135657 -0.00578943 -0.0381538 -0.0675387 0.00238381 0.0263025 -0.016466 0.0399348 -0.000717404 0.000371636 -0.00720084 -0.0325549 -0.0143001 0.012732 0.00653434 0.00276645 -0.00503336 -0.00170482 -0.015951 -0.0462495
internal_weight=147.743 0.275255 147.467 0.728958 0.418539 0.292306 0.241776 0.0612916 146.738 73.7026 73.0358 33.4239 5.34521 3.43523 39.6119 4.54647 1.55341 1.11069 35.0654 28.0787 17.4116 6.1181 5.24386 10.6671 11.2935 8.87139 7.46401 34.624 7.64915 3.57385
internal_count=4034 198 3836 126 80 76 89 51 3710 1508 2202 612 80 48 1590 92 77 69 1498 532 249 144 107 283 105 249 218 1481 194 129
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 0 0 2 2 1 1 1 1 1 2 2 0 2 2 1 1 2 1 1 0 1 1 1 0 2
split_gain=0.0408443 0.126517 0.0312212 0.307095 0.0996362 0.595537 0.257509 0.265031 0.354401 0.212293 0.163585 0.452406 0.499871 0.36046 0.158219 0.214995 0.145503 0.0940466 0.312389 0.44906 0.531703 0.333045 0.1918 0.205174 0.140861 0.109622 0.163342 0.670022 0.539171 0.3181
threshold=33.151194885250007 0.38906020780000011 40.467253020850002 40.413896136950008 0.47883296910000012 0.47916230050000003 0.4815274992000001 40.377444152000002 40.340071172300007 0.34494476210000008 0.34467530910000005 0.34515433670000012 0.34521421515000011 0.34545372890000009 39.749124837650008 39.011793722550003 0.46898296455000005 39.952536079750011 40.003678352300007 0.36698003050000011 0.4301667614500001 40.206947806850003 0.34988473400000003 0.36006406990000012 0.57402472980000019 0.36491422415000008 0.37003383130000006 0.37413550490000008 0.51675099550000014 39.420767558750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 -7 8 9 -8 14 -12 -13 -14 15 16 -2 22 -19 -20 -21 24 -11 -24 -22 -25 -27 -28 -29 -30
right_child=2 -3 -4 -5 5 6 7 -9 -10 17 11 12 13 -15 -16 -17 -18 18 19 20 21 -23 23 25 -26 26 27 28 29 -31
leaf_value=-0.069008055823431239 -0.01464992485982991 0.057146382958118559 -0.00097871681298142992 0.053083908405553187 0.075409476744078358 -0.025945292663871973 0.040422803722475323 -0.041571164348548045 0.065502831367602474 -0.049847302323439674 -0.080603182603898704 0.055337764654726951 -0.080998495600185016 0.012897221285377429 0.046042512751752113 -0.050640148022932818 0.027919049275813269 0.045925649335108606 0.037147718948948215 -0.048457499509075019 -0.1125613781849818 0.10785284491816023 0.047529598674538709 -0.025558231502776176 0.043633990286825047 0.01832083015250938 -0.077903083529684475 0.05994526091100183 0.0030227288573459574 -0.02961211134858685
leaf_weight=0.27419279663547413 1.5796095396672156 0.11195442184742888 92.799809897168529 1.1537489549191366 1.1021235436201084 3.2846923680044702 1.4692470207810391 1.2809316812208624 0.93431914213579048 0.77576996386051433 1.0443423758001702 0.94442164152860675 0.85328625376405376 0.78496976416545294 0.72783672991499759 0.81072917999699701 1.6330577936023472 1.9603393524885167 1.8472414743155239 2.2860412033119251 0.12701262533664692 0.41516229778790148 0.90020943712443369 1.7032184635754699 0.10585673073273938 4.349120911210778 1.1294832287821943 1.4522801011480648 15.55980770843175 3.6962733338837088
leaf_count=93 91 120 2535 15 4 29 9 14 10 10 36 4 11 39 10 14 19 12 18 42 16 17 25 29 28 42 26 29 576 111
internal_value=4.76777e-05 -0.0324325 0.000133166 0.0020471 0.000930983 0.00281921 0.000970573 0.00318126 0.00466208 0.00315734 -0.00907085 -0.0250636 -0.00260535 -0.0360084 0.00313776 -0.00462375 0.00698867 0.00164934 0.0123076 -0.00147582 -0.0257925 0.054162 -0.000780943 0.000541172 -0.0415588 -0.00097547 0.00062341 -0.00290112 0.00118966 -0.00324164
internal_weight=147.097 0.386147 146.711 53.9111 52.7574 44.3791 43.277 39.9923 38.7114 37.7771 8.37825 3.62702 2.58268 1.63826 4.75123 4.0234 3.21267 36.3078 6.74165 4.78131 2.93407 0.648032 29.5662 28.7904 0.232869 27.8902 26.187 21.8378 20.7084 19.2561
internal_count=4034 213 3821 1286 1271 1047 1043 1014 1000 990 224 90 54 50 134 124 110 981 133 121 103 61 848 838 44 813 784 742 716 687
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 2 0 2 1 0 0 2 1 2 1 2 0 0 0 1 0 2 1 2 0 2 1 2 0 2
split_gain=0.023496 0.0592736 0.171464 0.0745733 0.0853277 0.107161 0.0661691 0.540355 0.29386 0.186941 0.264274 0.340295 0.239246 0.183474 0.528164 0.547594 0.17837 0.227972 0.189534 0.122475 0.588142 0.529638 0.297056 0.236628 0.164697 0.156717 0.133766 0.627987 0.913581 0.686029
threshold=49.283271594150008 0.31100865245000009 0.39672464895000009 0.39606598605000004 0.39498817400000003 44.952171034750002 0.47700667645000011 48.96897326980001 0.34551360740000009 0.46495613905000005 0.39672464895000009 48.778770352700008 0.31761025120000003 39.664548207900005 0.34509445825000007 42.488347682450005 0.47709649410000005 0.47721625100000004 0.47754558250000007 0.34515433670000012 0.4815274992000001 40.984321400500008 0.34527409360000011 42.094663496250007 0.4778150355000001 41.50623664750001 0.34569324270000007 41.218101594450012 0.4815274992000001 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 -3 12 -12 -11 15 -15 -8 -18 -19 20 21 -20 23 -21 -24 -22 27 -26 29 -29
right_child=-2 6 -4 -5 -6 -7 16 -9 -10 13 11 -13 -14 14 -16 -17 17 18 19 22 25 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.10279390209574316 -0.013127245844909236 -0.014077476612347307 0.083800847752465615 -0.010211542020307487 0.059059647391145748 0.028420473768046208 0.034755586736776346 -0.12282869778901813 -0.07902836808020261 0.0063328380970490809 -0.10499417401042127 0.10727977976580301 0.029111806347976346 -0.12432401860129441 0.016550742542582413 0.0067007123003706695 -0.04051191734359276 0.025762875681290161 -0.0047452243725449933 0.039061320308801398 0.029610950804397546 -0.052966519450326099 0.032237238126311567 -0.00054057309158863666 0.012061650236230915 -0.0015882326190006101 0.00091602203357901008 -0.036536767039833128 -0.077361550256223904 0.033993665532848841
leaf_weight=0.088716695328428519 1.3403823700807596 1.5134890277870616 0.32218617496982904 1.2076756656169891 0.42633112519979477 0.20855501806363463 1.5039603654295195 0.39306596945971328 0.48583120606292673 2.9023751368222293 0.14603591472769073 0.56295721232891072 1.4936917047457212 0.82609593248344049 1.2497154700686222 0.51959954263293184 1.3664478310383845 2.9142019329592577 5.6794379632920009 3.5919728539884082 3.4441328458487979 3.8028460615314543 1.5508005078881968 2.6016205713385716 7.3522233720868817 3.0233125109225512 87.982437381118871 3.1332851056940836 2.5861434545367956 2.463254464790225
leaf_count=123 255 50 39 5 13 10 23 9 169 32 60 4 201 34 54 28 17 30 37 21 20 36 20 25 55 26 2538 34 39 27
internal_value=5.19535e-05 0.000173495 0.0162656 0.00499898 0.030385 -0.0107387 -7.99342e-05 -0.00788609 -0.00322825 0.000768516 0.0180936 0.0401987 0.0171682 -0.0109422 -0.0302604 -0.0737328 0.000512462 0.000120801 0.000547485 -3.01574e-05 -0.00822531 -0.0240843 0.00114464 0.0224265 -0.000109889 0.0150264 -0.000594483 -0.00914928 -0.0282075 -0.00549358
internal_weight=146.683 145.342 2.25346 1.93128 0.723603 0.297272 143.089 10.0929 9.69979 9.21396 3.71617 2.20268 1.63973 5.49779 2.59541 1.3457 132.996 131.492 130.126 127.211 15.9497 9.48228 111.262 6.19359 105.068 6.46745 103.517 15.5349 8.18268 5.59654
internal_count=4034 3779 190 151 146 133 3589 641 632 463 315 265 261 148 116 62 2948 2925 2908 2878 119 73 2759 46 2713 46 2693 155 100 61
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 0 0 1 0 2 0 2 1 2 0 2 2 1 0 2 1 2 1 2 2 0 1 2 2 1
split_gain=0.0210322 0.0522998 0.0718601 0.0575868 0.0407769 0.0367381 0.0277633 0.0268242 0.505742 0.201346 0.176711 0.106174 0.0614208 0.0872634 0.500448 0.183762 0.12979 0.0753369 0.242156 0.303259 0.199734 0.258769 0.166505 0.127367 0.0599489 0.0458935 0.221492 0.239016 0.41534 0.888887
threshold=33.96174662340001 0.38906020780000011 0.51505942935000004 0.51191581090000016 0.52453519355000011 0.5681267027500001 0.56859076075000015 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 44.952171034750002 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.835088602800006 0.32388251845000005 0.39672464895000009 48.778770352700008 0.34219035360000005 37.52517992975001 0.32058920395000007 35.782584506850007 50.448116877400004 0.47700667645000011 0.34551360740000009 42.488347682450005 39.664548207900005 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -7 8 9 10 11 -2 -9 17 -15 -16 -17 18 -14 22 21 -19 23 -20 -18 26 27 28 -22 -30
right_child=7 4 -4 -5 5 6 -8 12 -10 -11 -12 -13 13 14 15 16 24 20 19 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.024526660609114365 -0.1025280141286147 0.10095134347259804 -0.078435758019147039 0.10053970811023623 -0.1015544008897674 0.10092017253711943 -0.10027783535662918 0.016750881189116627 -0.1258620081529396 -0.10170271464055509 0.10374251789752889 0.03402268235399291 -0.012518124282295276 -0.11968229282697651 0.10353215099683542 -0.10328520887084576 0.050715944952846349 0.0080798471371713847 0.046741489349178114 0.10656448541483343 0.009917649868182974 -0.10769166166673201 0.03569167530572552 -0.10569039598891311 -0.10023595391710266 0.00049979091973672283 -0.075041070782959851 0.038964255678902104 -0.11904062757411447 0.035344159283148165
leaf_weight=0.15345537825990518 0.080471765426408548 0.055543173104524612 0.20635634113568813 0.048437364399433136 0.028210983065946493 0.027320690453052521 0.0091571836813102436 2.2164338103029868 0.29516271721149678 0.098614217713475227 0.31546533107757568 0.19473986979573965 1.5181233370094553 0.37426268355920811 0.21134438979788683 0.11218834302621872 0.18537300852585759 0.37914420728338782 0.079903500154614227 0.51262934505939473 2.7246130265534694 0.39338777757802745 0.75558585161343217 0.17458510625328927 0.030660474767501 131.88374529791088 0.46161822942713104 1.0890072486654387 0.90039093981022211 0.63662774115800858
leaf_count=98 123 2 10 3 22 1 123 16 34 10 3 9 13 13 5 36 23 22 3 4 54 69 21 59 191 2764 153 60 88 2
internal_value=4.79001e-05 -0.0198653 -0.0369372 0.0054788 0.0381026 -0.0158606 0.0504126 0.000120167 -0.0163309 0.0305717 0.0526551 -0.00590468 0.000232136 -2.49334e-05 -0.0308274 0.0308055 -0.0160236 0.000173981 0.0157441 0.0439212 -0.000167945 -0.0508732 0.0121288 -0.0578303 0.0292922 0.000116532 -0.00857984 -0.002846 -0.0135301 -0.055095
internal_weight=146.153 0.528481 0.408249 0.201893 0.120232 0.0646889 0.0364779 145.624 0.984454 0.689291 0.590677 0.275212 144.64 142.423 0.913829 0.539566 0.328222 141.509 3.04083 1.5227 138.469 0.772532 1.01007 0.254489 0.216033 137.696 5.81226 5.35064 4.26163 1.53702
internal_count=4034 259 111 101 148 146 124 3775 179 145 135 132 3596 3580 268 255 250 3312 100 87 3212 91 83 62 214 3121 357 204 144 90
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 2 0 2 0 2 1 0 0 0 0 0 2 1 2 1 2 1 2 2 2 0 0 0 0 1
split_gain=0.0220911 0.04941 0.151971 0.0759184 0.503039 0.178703 0.16389 0.0939443 0.0468287 0.42878 0.214735 0.146174 0.184265 0.155036 0.138816 0.197032 0.29405 0.192357 0.13514 0.396278 0.454628 0.118704 0.226787 0.394352 0.116378 0.145174 0.101736 0.179043 0.221892 0.118364
threshold=49.283271594150008 0.31100865245000009 0.39672464895000009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 44.952171034750002 0.47700667645000011 48.96897326980001 0.34551360740000009 0.47709649410000005 0.47721625100000004 0.47754558250000007 0.46495613905000005 0.39672464895000009 48.778770352700008 0.31761025120000003 39.664548207900005 0.34509445825000007 42.488347682450005 0.33750486510000005 41.827117825850003 39.458743938000005 44.756878345700009 0.46495613905000005 0.47769527860000011 0.4778150355000001 0.47808448850000007 0.34440585610000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 14 -10 -13 -14 15 -3 17 -17 -16 20 -20 22 23 -19 -12 -26 -15 -28 -29 -30
right_child=-2 8 -4 -5 -6 -7 -8 -9 11 -11 24 12 13 26 18 16 -18 21 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.1022874199963455 -0.01283804368374269 -0.01131741618147461 0.080778113702404161 0.023868212718801855 -0.1393388715361801 -0.10153805975701986 0.10337371576197672 0.030901096745193282 0.03158544650714299 -0.11807884732455992 -0.10606591061051052 -0.036422865388089934 0.023362098940255413 -0.028696436137635051 0.0049980746824902066 -0.10405387350446926 0.1059214536723096 -0.053240143281660157 -0.11958800108952397 0.013294405779984843 0.0044561882327300347 0.072945146330601299 -0.077728160394580179 0.088963114524725717 -0.10086429123112042 0.10252303745762113 0.025045787797026819 -0.050248891655845007 -0.039888107533241388 0.00024061541227827395
leaf_weight=0.072976417558464179 1.3201642874250854 1.5253571345511026 0.3035224712184571 0.96194361988455057 0.24275608360767365 0.089367162436246872 0.28641128540039062 0.19306484377011657 1.4879408562555898 0.33425689535215575 0.30033725232576181 1.3695759442634869 2.8875778615474692 1.2295700348913658 2.8770990303019062 0.12395885830301301 0.46651845425367344 0.3204543246029059 0.70338265036116376 1.2165122036822138 0.50947287936287466 0.38934294490744736 0.23730980119580636 0.4981883818982169 0.067944566486403346 0.072587303817272186 2.8368760962039223 0.88527573249302705 0.7395229060202827 121.18292890099315
leaf_count=123 255 50 39 4 2 10 3 9 23 9 115 17 30 16 32 60 4 36 34 54 28 110 38 17 53 1 17 18 10 2817
internal_value=3.9074e-05 0.000156792 0.015203 0.00442405 -0.0167208 0.0296572 0.0508799 -0.00563316 -7.0605e-05 -0.00679905 -0.00280312 0.000418619 6.49708e-05 0.000450083 0.000583488 0.0158565 0.0362173 0.0154952 -0.00966614 -0.027033 -0.0674819 0.0257486 0.00834668 0.0332982 -0.0709209 0.00418902 -7.13801e-05 0.000208747 -0.000364992 -2.78611e-06
internal_weight=145.732 144.412 2.15004 1.84652 0.884576 0.64182 0.552453 0.266041 142.262 9.64272 9.30847 132.619 131.131 129.762 8.8676 3.56113 2.03577 1.56925 5.30647 2.42937 1.21286 1.4453 1.05595 0.818643 0.440869 0.140532 126.874 125.645 122.808 121.922
internal_count=4034 3779 190 151 147 145 135 132 3589 641 632 2948 2925 2908 463 315 265 261 148 116 62 201 91 53 169 54 2878 2862 2845 2827
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 0 1 1 2 2 0 2 2 2 2 0 2 1 0 2 0 0 2 2 0 0 0 2 2 1
split_gain=0.0242345 0.395648 0.1585 0.152117 0.0986494 0.0349182 0.338683 0.282571 0.0793906 0.2661 0.140741 0.127675 0.109994 0.103433 0.212459 0.208655 0.0770908 0.0568082 0.0512628 0.364985 0.113824 0.1715 0.252177 0.474505 0.146198 0.0731029 0.17963 0.170675 0.351381 0.0759928
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 0.46739618575000003 0.31060447290000009 0.34311846950000008 39.458743938000005 37.311503175250003 0.45589952400000006 48.86568841230001 40.00488309970001 43.572676689450006 41.872294782850005 0.43513667255000005 35.509685375550013 0.34398670700000006 0.47604862130000009 40.159267750750011 0.47709649410000005 0.47700667645000011 41.385032804600009 42.686561923500008 0.47721625100000004 0.4778150355000001 0.47808448850000007 41.385032804600009 42.094663496250007 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 9 10 16 12 -10 14 15 -14 -8 -9 19 -19 21 22 -20 -24 -22 27 -27 -26 -29 -28
right_child=5 -3 -4 -5 -6 7 8 17 11 -11 -12 -13 13 -15 -16 -17 -18 18 20 -21 24 -23 23 -25 25 26 29 28 -30 -31
leaf_value=0.034441686367925349 -0.098408328809218404 -0.11705310216520784 -0.10138955692482671 0.10304238874430315 -0.10147753675801491 -0.044918963931755394 -0.07599879655093543 0.017400920991228756 0.10143845336607807 -0.10643345412650601 0.084839750307633424 0.0026632221570417878 -0.10441654800620466 0.039526415139413518 -0.10301408806358398 0.073170629632622414 0.047776546214202797 0.016324465603632102 0.039720984127827701 -0.10517197252035911 -0.032697854726156703 0.046293612646475406 -0.1111059358933517 0.0394464574941292 -0.0058333680877925452 -0.045423337378973846 -0.0074323854988577456 0.058198826848374033 -0.0063904584741385677 0.00073187306968905495
leaf_weight=0.18235516652930428 0.28855384014240471 0.27024188478117139 0.080975163727998734 0.25994648784399033 0.075510684948312701 1.3985599209554482 0.13572844343625678 1.9064611513167609 0.21810052171349559 0.23205626563321857 0.21041725495203423 2.9611834716051817 0.086312137429104152 1.6278629217995331 0.17128192560221578 0.28339262367626361 0.079965052403167647 0.80747524977755236 0.75052131526172072 0.35638563976317528 1.3728618160821486 1.3261349890381098 0.44350784178823233 0.39650736104522366 3.3094555512070647 0.88159935572184522 12.73109499691054 1.6969387475401165 1.6723681201692668 109.11570245178592
leaf_count=13 35 46 10 3 119 39 61 15 4 40 16 25 63 96 55 26 51 16 4 60 17 21 13 41 16 18 95 12 34 2970
internal_value=3.40232e-05 -0.0166153 0.0287138 0.0490593 -0.00535945 0.00013418 0.00741799 -0.000197671 0.0125021 -0.0202708 0.0266527 0.0165353 0.0337445 0.0269372 -0.0109445 0.0317107 -0.030111 0.000259642 1.73238e-05 -0.0208789 0.000199231 0.0197374 -0.00240428 -0.0400416 -0.000236512 0.000107866 -0.000446586 0.0102964 0.0261397 -0.000121165
internal_weight=145.329 0.869029 0.598788 0.517812 0.257866 144.46 6.29485 138.166 6.0063 0.658167 0.426111 5.34813 2.38695 2.16885 0.540987 0.369705 0.215693 136.767 134.861 1.16386 133.697 2.91667 1.59054 0.840015 130.78 129.407 122.728 6.67876 3.36931 121.847
internal_count=4034 191 145 135 132 3843 472 3371 437 168 128 269 244 240 144 89 112 3332 3317 76 3241 79 58 54 3162 3145 3083 62 46 3065
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 1 1 2 2 0 2 2 2 2 0 0 0 1 0 0 0 1 0 0 0 1 0 1 0 0
split_gain=0.0213878 0.351658 0.0487978 0.0877102 0.028872 0.28334 0.230983 0.0666344 0.238717 0.122903 0.109781 0.104551 0.0843753 0.190227 0.1826 0.0754895 0.0576187 0.289376 0.0562325 0.0433183 0.0943911 0.157021 0.118118 0.117393 0.060134 0.168826 0.149274 0.343638 0.265661 0.184258
threshold=0.39606598605000004 0.31060447290000009 0.39498817400000003 44.952171034750002 0.46739618575000003 0.31060447290000009 0.34311846950000008 39.458743938000005 37.311503175250003 0.45589952400000006 48.86568841230001 40.00488309970001 43.572676689450006 41.872294782850005 0.43513667255000005 0.44284602260000011 0.46989611090000011 0.34398670700000006 0.42569084760000003 0.47604862130000009 0.47709649410000005 0.34509445825000007 0.47721625100000004 0.47700667645000011 0.4778150355000001 0.34530403280000005 0.47883296910000012 0.34515433670000012 0.47916230050000003 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 8 9 15 11 -9 13 14 -13 18 -8 -18 -7 -19 21 -21 -22 -23 25 -24 27 -26 -28 -30
right_child=4 -3 -4 -5 6 7 16 10 -10 -11 -12 12 -14 -15 -16 -17 17 19 -20 20 22 23 24 -25 26 -27 28 -29 29 -31
leaf_value=-0.10215891480064897 -0.091500342115103897 -0.11526794427976149 0.05434585615025847 0.031162509829530602 -0.040780617160394675 -0.10113262301980271 -0.024440464702962697 0.10093317152094172 -0.10580697297809834 0.082081978562579885 0.0023990688592095961 -0.10398529527580472 0.036204059519953591 -0.10272739699685669 0.069393854717546583 -0.10369168042485351 0.055303645800298798 -0.019565317358027908 0.05667066604559471 -0.013209775283631698 -0.029353566843417719 0.015860812314944187 -0.0023565681751208331 0.068171768586743731 -0.053535632609171026 0.03111640644589694 0.035574938805629085 -0.0016190460365705748 -0.03616423021843309 0.00023373758986650869
leaf_weight=0.067802000446646526 0.27977976417965322 0.248117383845738 0.30921786930412054 0.181280218064785 1.3870761476719042 0.029424982443710834 0.93990190127874385 0.19828428549226407 0.21115301668055508 0.19647067214495451 2.9586458960548043 0.078405837182345173 1.6009932189190292 0.15539280430516555 0.26967003424215363 0.080947428684638112 0.95338734146207471 1.1203691105579299 0.09709598948029452 1.0179976865183555 1.376165234716608 1.1228287625417577 4.2954727290198198 0.69424849795177568 1.7145146367838595 2.3209217395633459 2.1123003503307691 4.9727517749415711 1.4082287680357684 112.52924668861041
leaf_count=123 35 46 13 9 39 81 8 4 40 16 25 63 96 55 26 18 11 72 13 23 17 41 30 15 24 32 14 59 27 2959
internal_value=2.93682e-05 -0.0162108 0.0278117 -0.00512856 0.000120239 0.00682063 -0.000178745 0.0115017 -0.019642 0.0253994 0.0151426 0.0315159 0.0249754 -0.010731 0.0303393 -0.0282786 0.000233604 0.000404582 0.0199704 1.5971e-05 0.000180223 0.0182322 -0.000211262 0.0358472 9.87774e-05 0.0093852 -0.000401826 -0.0149297 0.000435328 -0.000216129
internal_weight=144.928 0.806417 0.5583 0.249082 144.122 6.15626 137.965 5.87648 0.615092 0.403939 5.26139 2.30275 2.10446 0.503469 0.348076 0.207468 136.578 135.638 0.126521 134.685 133.565 2.83507 130.73 1.81708 129.353 6.61639 122.737 6.68727 116.05 113.937
internal_count=4034 191 145 132 3843 472 3371 437 168 128 269 244 240 144 89 112 3332 3324 94 3313 3241 79 3162 56 3145 62 3083 83 3000 2986
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 0 0 0 1 2 2 2 1 0 0 1 2 2 1 0 2 0 1 2 2 1 2 2 1
split_gain=0.026008 0.318362 0.430851 0.229957 0.21642 0.545335 0.177751 0.65213 0.698513 0.0950129 0.485717 0.376174 0.237066 0.180875 0.170344 0.133483 1.83221 0.701673 1.4583 0.902579 1.36613 0.492462 0.432685 0.419898 0.412929 0.372808 0.465953 0.330726 0.171947 0.15392
threshold=0.34494476210000008 0.48351845755000006 0.47961138885000004 0.34488488370000009 0.34509445825000007 41.289992964000007 0.47754558250000007 0.47736594710000008 0.4764977096500001 0.34527409360000011 40.890797847750008 41.646178195200001 42.198888176300009 0.3453339720000001 0.47865333370000007 0.48119816770000007 0.34542378970000004 42.141702038450013 40.984321400500008 0.34545372890000009 0.47916230050000003 42.686561923500008 0.47769527860000011 0.34560342505000002 42.719328117250008 39.458743938000005 0.35471991855000007 44.756878345700009 41.535369675400013 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 7 8 -1 10 14 -12 -13 -11 -6 17 -17 18 25 -19 21 -21 24 -20 -23 26 -15 -26 -25 -18
right_child=4 -3 -4 -5 9 -7 -8 -9 -10 13 11 12 -14 15 -16 16 29 19 23 20 -22 22 -24 28 27 -27 -28 -29 -30 -31
leaf_value=0.00084432828383712317 -0.061447081605566979 -0.037755157680813223 0.030649085213820579 0.049460790526588513 0.036881974236098222 0.0093340873571367469 -0.022202066358017674 0.084121358990448758 -0.11830193147385706 -0.028564773876632067 -0.038645526080711368 0.035859473088883445 -0.0078645836527774845 0.098106317013968825 0.10813503039591583 -0.18424551219940644 -0.013386968445907883 0.022155539340308714 0.02198977378558924 -0.11358137313874948 -0.14479528380836879 0.10353833832485813 0.084917999941799244 0.046937279814925043 -0.10804957582527717 -0.034788957694215437 -0.028238752840864651 0.032331265867837765 0.089179569395756178 0.00096630679164271438
leaf_weight=10.169527482321245 1.9696730880245912 1.7699283752590407 5.4736090116202822 0.83384369114355728 0.89783317747449387 2.4330990376183763 4.143773361109198 0.89110250025987703 0.51707363041350696 2.2541990426770999 1.8767196342887471 2.4709456316195428 2.4892054232186638 0.53942695906853699 0.53571862448006868 0.54531421884894271 8.2431517113000137 2.6032183626666656 2.7662399895489216 0.34635232272921745 1.136010816786438 0.19962151348590829 0.59752827463671565 1.5883746720173801 0.47670853717204409 3.7566479806355346 0.63609944486015024 0.25900575931882486 2.4498059621582797 79.786300293766061
leaf_count=539 15 21 27 11 60 28 34 5 14 40 16 22 38 19 6 7 72 39 18 27 20 2 13 12 68 38 33 60 40 2690
internal_value=2.70642e-05 0.00304871 0.00632712 -0.00171434 -0.00056795 -0.0223314 -0.00442859 0.00193271 -0.00492059 0.000254856 0.0105856 -0.000511429 0.013917 -0.000534905 0.0635093 6.15744e-05 -0.00150974 0.00808105 0.0219931 -0.0209804 -0.0582221 -0.00588754 0.018446 0.0520038 -0.0240189 -0.0194096 0.0297386 -0.058629 0.072564 -0.000377746
internal_weight=144.656 23.7989 22.0289 16.5553 120.857 4.40277 15.7215 11.5777 10.6866 116.454 8.27042 6.83687 4.96015 108.184 1.43355 105.93 88.5748 17.355 11.7366 5.61845 3.01523 1.87922 1.53286 6.80442 0.935336 4.93217 1.17553 0.735714 4.03818 88.0295
internal_count=4034 651 630 603 3383 43 592 558 553 3340 142 76 60 3198 66 3158 2769 389 160 229 190 170 143 70 130 90 52 128 52 2762
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 2 2 0 2 0 0 0 1 0 2 0 2 0 2 2 0 0 2 0 1 2 1 0 2
split_gain=0.0319983 0.195146 0.087242 0.744227 0.188062 0.341864 0.163889 0.254783 0.348137 0.193769 0.137698 0.302134 0.16514 0.12523 0.394203 0.394498 0.306775 0.166632 0.385275 0.189763 0.581558 0.578959 0.3785 0.297478 0.169532 0.377424 0.524382 0.285729 0.383716 0.212092
threshold=41.218101594450012 41.147265497500008 0.42290649980000011 40.890797847750008 0.54499865270000014 39.952536079750011 38.244973486750006 38.903925214650009 0.55677973715000018 39.110279783550006 0.5398790455000001 0.53866650695000018 0.54300769440000007 0.39542229275000007 0.53544804050000006 36.728658719300007 0.52770875125000016 40.750688432250008 0.48306936920000004 40.316494640950005 40.206947806850003 0.48537468940000006 0.4784437592000001 40.137820134150012 0.5231430197000001 0.37413550490000008 39.525197829750006 0.37003383130000006 0.50278434775000014 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -6 -4 -8 -9 -10 11 13 -12 16 15 -15 17 19 -19 20 23 22 -21 24 25 27 -27 28 29 -1
right_child=-2 -3 3 -5 5 -7 7 8 9 -11 12 -13 -14 14 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0017684714402941037 -0.0014917823749697114 0.036428717526794288 -0.03490425197324927 -0.07654328722678172 -0.004177179795507531 0.066494740226290414 0.064565409561247775 -0.049993697219459246 -0.030120836831169909 0.022262204693670778 -0.029786051168851354 0.03839933916564682 0.0051378472194153124 0.025996005370316044 0.0024421443522361841 -0.10595524310892471 0.046822650316559578 0.0026280566735242816 -0.053800998892057042 0.032621832023594338 -0.049809152008943924 0.066931428278255309 -0.016951483015173477 0.041704728843042958 -0.025144056389320532 0.0084398034691469011 0.075555212077556319 -0.049359063654317054 0.038985441434829737 -0.036891750266537973
leaf_weight=14.4266620581755 70.452936352958318 1.564622135938406 0.96842907342656115 1.3634609371492841 1.5248289400933566 1.2419974708463994 0.73739890025467492 1.0514557737333232 0.85149084809290787 4.1373904933409449 3.0393219495890653 2.2357276901602736 2.4416821833874565 0.32040275667532003 3.1203792579472065 0.77374601076803629 1.4999528331682075 3.7981446115099962 1.7755759921856222 2.5489097889376335 2.2147469464689484 1.7918977609369902 3.891776199452579 1.8879737029783417 2.3276987325007203 5.1493162735569049 1.5041981160175053 1.2931776982732106 2.1493283268064252 1.951827953733299
leaf_count=391 2202 31 373 35 42 17 45 27 30 195 26 11 21 18 17 84 17 43 24 80 24 27 31 14 46 77 22 27 17 20
internal_value=3.14555e-05 0.00148989 0.000730836 -0.00841549 0.00205528 0.0275467 0.0035762 0.00907443 0.00230015 0.0133216 0.000882557 0.00239773 -0.0142281 0.000862422 -0.0156679 -0.0673156 0.00230747 0.000878036 -0.0153481 0.00307652 -0.000320706 0.0166549 0.00266722 0.00325061 0.000729959 0.00300486 0.023613 -0.00391287 -0.000740885 -0.00595412
internal_weight=144.036 73.5835 72.0189 9.10963 62.9093 2.76683 7.74617 6.77774 6.04034 4.98888 60.1424 54.6614 5.481 52.4257 4.21453 1.09415 48.2112 46.7112 5.57372 41.1375 32.9049 8.23258 6.44069 30.6902 28.8022 26.4745 6.65351 19.821 18.5278 16.3785
internal_count=4034 1832 1801 705 1096 59 670 297 252 225 1037 990 47 979 119 102 860 843 67 776 638 138 111 614 600 554 99 455 428 411
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 2 1 2 2 0 2 0 2 1 2 2 2 1 0 0 0 0 1 2 2 2 2 2
split_gain=0.0262869 0.161664 0.0867018 0.480791 0.677645 0.817399 0.255641 0.611756 0.617344 0.349419 0.615496 0.298705 0.257117 0.208007 0.377311 0.374427 0.344036 0.28017 0.672319 0.365557 0.472451 0.253008 0.257245 0.687269 0.346271 0.582158 0.427902 0.324931 0.191252 0.722795
threshold=41.218101594450012 41.147265497500008 0.34569324270000007 0.34545372890000009 42.47354681640001 43.047778594550003 0.48306936920000004 42.957059535450007 0.34623214870000002 41.243661560350013 41.32819714970001 0.47769527860000011 44.756878345700009 0.48537468940000006 41.436838994450007 0.34587287805000005 41.827117825850003 42.094663496250007 42.198888176300009 0.4025178887000001 0.49336846205000007 0.48898236580000004 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.120094701700005 43.525909308350002 41.385032804600009 41.646178195200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 7 28 -9 -8 -11 12 -10 -12 -15 -16 -17 19 -19 20 -18 -20 24 -24 26 -26 -23 -27 -4 -30
right_child=2 -3 6 4 5 -7 9 8 11 10 13 -13 -14 14 15 16 17 18 21 -21 -22 22 23 -25 25 27 -28 -29 29 -31
leaf_value=0.0006762739687388318 0.00016444380403415654 0.033492703458289592 0.067041764411097549 -0.065732887977560078 0.073934618736767169 -0.047771780819134371 0.093242873626447911 -0.1319287075732912 -0.11064365787585001 -0.065881118011402576 -0.031232595479198377 0.086889064283453582 0.032569301515471993 0.069119578667493145 0.080260721446708899 -0.045618711122302702 0.037085154654121898 -0.1645295652073136 -0.090588826311651091 0.060360553157366596 -0.035047321066725833 -0.018862821558259427 -0.11499016292573916 -0.004809915500260901 0.099664078861789365 0.10116093653167756 0.034011057117066881 -0.13713968125246165 -0.048300982288691119 0.036566864162003616
leaf_weight=71.605265597193835 26.482969214478775 1.5333145782060444 1.0439078605704688 2.8488494259072459 1.0175737076206135 1.2056689129385629 0.37520734961072122 0.51497802831363493 0.25057605039933151 1.5182631720272208 2.0421445062384036 0.30202961200848222 0.25087296142010018 0.80934964210883009 0.56465382874012249 1.6915464699068277 1.9574186578393011 0.26014413097982725 0.3204817215923893 1.6482646172298698 1.6937063448131082 3.6134397871792343 0.60460549554932086 8.8971493245444417 0.93276133460471988 0.081471018609590828 2.6553788999008248 0.19221876948626004 1.2284186631441114 5.4815329073499015
leaf_count=1801 532 31 4 36 20 24 14 27 30 29 13 7 58 24 5 100 7 15 18 54 36 39 171 651 13 2 54 80 6 133
internal_value=3.61475e-05 0.00136425 -0.00134195 -0.00523755 -0.033443 0.007933 0.00181562 0.0165165 -0.0464567 -0.00265119 -0.00387156 0.00832527 -0.0389948 -0.000504929 0.00191575 -0.000250092 -0.00210196 0.00111852 -0.00496396 0.0212707 0.0036239 -0.00256419 -0.000902513 -0.0118208 0.0129756 0.0620362 0.00353377 -0.0662032 0.0272244 0.0210298
internal_weight=143.624 73.1386 70.4856 31.5551 5.07209 2.22324 38.9305 9.07232 1.31846 29.8582 29.483 0.803479 0.501449 27.9647 25.9226 25.1132 24.5486 22.857 17.5577 5.29939 3.65113 17.2975 16.977 9.50175 7.47527 1.20645 6.26882 0.27369 7.75386 6.70995
internal_count=4034 1832 2202 612 80 44 1590 265 122 1325 1311 95 88 1282 1269 1245 1240 1140 1043 97 43 1028 1010 822 188 95 93 82 143 139
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 1 2 2 2 2 0 2 1 1 0 0 1 2 1 2 2 0 1 0 0 1 1 2 2
split_gain=0.0227259 0.240995 0.383079 0.395261 0.18423 0.689035 0.176818 0.4431 0.0896644 1.38016 0.682374 0.208271 0.183132 0.612566 0.876652 0.483397 0.585417 0.3049 0.253868 0.315098 0.391711 0.265451 0.230716 0.645392 1.04281 0.568624 0.636119 0.377519 0.511467 0.281312
threshold=0.34494476210000008 0.48351845755000006 0.47943175355000006 0.4784437592000001 0.47736594710000008 0.4764977096500001 0.34509445825000007 41.289992964000007 41.319407281650008 41.32819714970001 41.289992964000007 0.47769527860000011 41.741384785950011 0.34608245260000009 0.37078231190000005 0.52688542260000015 0.53043322055000008 0.43401395170000007 42.094663496250007 0.3453938505000001 41.872294782850005 42.434124620650003 0.48119816770000007 0.34569324270000007 0.47916230050000003 0.48447651265000008 0.34584293880000011 0.34542378970000004 42.753078181500008 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -2 10 -10 11 -8 13 -11 -15 -16 -17 -18 19 -14 -21 -20 23 27 -25 26 -24 28 -23 -27
right_child=6 -3 -4 -5 -6 -7 8 -9 9 12 -12 -13 18 14 15 16 17 -19 21 20 -22 22 25 24 -26 29 -28 -29 -30 -31
leaf_value=0.00080349897116618505 -0.055039571431677807 -0.03230560938681476 0.025882673306116356 -0.061774251963698124 0.021532993025181 -0.11551309761602058 0.039939456662750138 0.00854605259347045 -0.1654534129145481 -0.032152234895947214 0.081521095706613436 0.00051215551086097042 0.055355685853634054 0.10185503308601673 -0.11330747111816215 0.11667032413542283 -0.10827602986699576 0.020341514533312476 -0.023012933935929399 -0.02606381562186429 0.019827348373263953 -0.070435540357463605 0.0017650132075452728 -0.00040269849352187517 -0.14522730506557799 0.038149088569459366 0.092941375733120668 0.053852202414488806 0.013721049118367135 -0.0055718652365794215
leaf_weight=10.176101733925012 1.996468113789432 1.799251902848481 6.6055829115211955 1.062652960885315 3.4567082575522354 0.5361120354500607 1.3694781664744358 2.4296622498659417 0.51705472357571025 5.9320225334595289 1.0802794404844451 61.793193561585866 1.609720739070325 0.95988540411053724 0.40792389557827835 0.37034234404563882 0.33326244703494012 0.41238744445263364 5.5446969083150206 2.5432385746380515 6.9232293457134801 1.0227200421504705 1.5670591816306143 1.1746248907861629 0.86208927538245905 1.6480140825733531 1.49541107006371 1.209090107004158 2.4574546762742102 13.753059128882624
leaf_count=541 15 21 35 13 21 20 116 28 13 38 18 1439 21 31 20 1 17 52 121 44 110 19 13 137 11 34 58 41 47 939
internal_value=3.88642e-05 0.0028719 0.00577032 -0.00295195 0.00145966 -0.00501777 -0.000521905 -0.0201351 0.000233061 -0.00290897 0.00271484 0.00136701 -0.00123565 -0.0146946 0.0269992 -0.0201511 0.0138999 -0.0371431 0.00147344 0.0144535 0.00749834 -0.00320441 0.00115583 -0.0147007 -0.0617033 0.00693212 0.0462866 0.00571415 -0.0110101 -0.000893441
internal_weight=143.049 23.6364 21.8372 15.2316 14.1689 10.7122 119.412 4.42613 114.986 50.7433 64.243 63.1627 50.2262 8.41582 2.4838 1.52392 1.11599 0.74565 41.8104 11.0762 9.46647 30.7342 25.1895 6.72598 2.03671 18.4635 3.06247 4.68926 3.48017 15.4011
internal_count=4034 651 630 595 582 561 3383 43 3340 1767 1573 1555 1754 159 121 90 70 69 1595 175 154 1420 1299 255 148 1044 71 107 66 973
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 2 1 2 2 0 2 2 2 2 2 0 0 2 2 2 1 2 0 0 0 0 1 1 0
split_gain=0.0252801 0.129775 0.0845065 0.375784 0.576977 1.39496 0.279282 0.279813 0.34875 0.416102 1.02259 0.255074 0.181837 0.507538 1.056 0.465463 0.454703 0.60512 0.289243 0.193307 0.152804 0.402858 0.327987 0.447076 0.507698 0.444298 0.331399 0.551514 0.6614 0.747992
threshold=41.218101594450012 41.147265497500008 0.34569324270000007 0.34545372890000009 0.4784437592000001 42.47354681640001 41.243661560350013 0.3459626957000001 41.741384785950011 42.198888176300009 0.48244064550000004 42.753078181500008 42.824128352900011 41.872294782850005 42.094663496250007 42.522337019050006 0.47997065955000012 0.45994131915000008 41.535369675400013 42.434124620650003 43.157831852650006 0.34623214870000002 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.48119816770000007 0.34739977845000009 0.34829795515000012 0.49649711085000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -5 -6 -4 8 -8 -10 -11 -12 13 18 -15 19 17 -14 -2 -16 22 -22 26 -24 -25 -26 -9 -28 -29 -30
right_child=2 -3 6 4 5 -7 7 20 9 10 11 -13 16 14 15 -17 -18 -19 -20 -21 21 -23 23 24 25 -27 27 28 29 -31
leaf_value=0.0007296170667976965 -0.0065573196732991116 0.030483120247554604 0.09119991817169254 0.015050452311001007 -0.13468864086235408 -0.00060263015827552013 -0.010884726800262031 0.047791366420483032 0.064503012705327975 -0.084577578018754693 0.0077372406361870278 0.10786170028185693 0.0028383687723228289 -0.1370208541380844 -0.0041847348744763375 -0.045602854363311365 0.036269500331244646 -0.10793940479955276 0.027619793875561294 0.053027543107492206 -0.12589901357358904 0.01348616027002158 -0.071023636479430899 0.071560449627531914 -0.11771417585756394 0.015579142856425272 -0.037512940436840038 0.071135360435108458 -0.080628264093100366 0.004181779339989612
leaf_weight=71.525659492375837 6.667420296169448 1.4966079900041211 0.34653688824255269 1.7973229966009956 1.3176704242359849 1.8869788423180578 2.382503241300582 1.2508222878568727 2.3866088762879372 0.79137717955381948 0.43672546185553052 0.60959729552268982 5.3349901993947224 0.80413006894764194 1.7059311574471396 2.3694121024145716 4.0113266622647643 0.54331925688893523 3.939253060190822 0.90326393205396005 0.2134470766177391 7.2674847757572252 1.7410210195102984 0.63726903218775977 0.44171780355259194 0.57635831842344487 4.1636486500501659 1.323556326329707 1.1351223154924799 12.399979711132344
leaf_count=1801 62 31 14 32 25 23 13 49 10 33 51 3 182 37 43 48 30 71 43 16 8 873 36 10 26 41 19 5 9 390
internal_value=4.06637e-05 0.00133942 -0.00132618 -0.00517792 -0.0303004 -0.0557354 0.00183587 0.00101569 0.0197083 0.0369627 0.00119632 0.0660707 -0.000396082 -0.00685776 -0.0306906 -0.0135164 0.0103124 -0.00740058 0.00613585 0.0156213 -0.0029489 0.0095092 -0.00688638 -0.0356462 0.0015622 -0.0422535 -0.00206823 -0.00534678 0.00366673 -0.00293082
internal_weight=142.407 73.0223 69.3848 31.281 5.00197 3.20465 38.1038 37.7572 6.60681 4.22431 1.8377 1.04632 26.279 16.3894 5.78274 4.97861 9.88964 5.87831 10.6067 2.6092 31.1504 7.48093 23.6695 3.39637 1.65535 1.01808 20.2731 19.0223 14.8587 13.5351
internal_count=4034 1832 2202 612 80 48 1590 1576 110 97 87 54 532 249 144 107 283 253 105 59 1466 881 585 113 77 67 472 423 404 399
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=2 1 2 1 2 2 1 2 2 1 1 1 0 0 1 2 1 2 1 0 0 0 1 0 1 2 0 1 1 0
split_gain=0.0309297 0.0925552 0.030441 0.0602765 0.0291149 0.235746 0.264363 0.231559 0.170206 0.109252 0.472674 0.539391 0.36923 0.806027 0.260787 0.297063 0.255852 0.363876 0.481582 0.248362 0.620895 0.239168 0.211528 0.196061 0.411925 0.762367 0.273903 0.233331 0.51134 0.210649
threshold=33.151194885250007 0.38906020780000011 30.317390213800007 0.38052752915000004 41.436838994450007 41.535369675400013 0.34530403280000005 41.385032804600009 41.571132012400007 0.41988263825000011 0.42114008565000011 0.42473279245000012 0.55677973715000018 0.54300769440000007 0.43639411995000005 42.536568606950006 0.43691805635000008 42.47354681640001 0.45036076765000005 0.52507409960000018 0.53158588065000012 0.56719858685000013 0.40301188585000008 0.50339810185000011 0.35275889945000011 47.927946529500012 0.47817430615000006 0.34739977845000009 0.34656148020000005 0.52284362740000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -2 -7 19 -11 -12 13 -13 -14 16 -16 18 -18 23 -21 -17 -22 24 27 26 -26 28 -10 -25
right_child=4 -3 -4 -5 5 8 -8 -9 9 10 11 12 14 -15 15 21 17 -19 -20 20 22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.10102380600884311 0.00050881304995063379 0.053187648710896818 -0.079563337169612405 0.1004387337653888 -0.067674682526794469 0.032719784091762925 -0.0032255044532137206 0.036188715629929237 -0.0002893791553020145 0.10300457534855885 -0.11192765998957509 -0.08547038013134392 -0.10671927452347274 0.084231747744744026 0.10705230899012814 -0.10749712928148697 -0.10861324986740384 0.090141465579002211 0.052731004945045429 -0.1112991162393135 -0.0014748772953441652 -0.010439767969208695 -0.055243335775494944 0.009827734122088351 -0.0032630290383981009 0.096257883204844075 -0.13229016449877098 0.024308896841484247 -0.06205932505191343 0.069119051019652114
leaf_weight=0.029042308307284936 81.879677133378323 0.098349392785280543 0.19892238665704198 0.030392913147807121 1.1209795552276767 1.5242563935453279 1.4724722275568636 1.8602506846291351 31.488728308028612 0.51534450646431551 0.38107931903505221 0.35213103007646385 0.24416039155039504 1.3641048314566431 0.36105461418628726 0.30233352447794448 0.38206927489954956 0.37747401482192799 0.35865603456704775 0.68631788753850642 4.4745024642761564 1.5845082882467521 0.87469392038201466 2.9045810241311751 0.21434056317752836 0.24466031137853861 0.70791843932556731 3.4806137418054268 1.3997286532539863 0.75495281792245794
leaf_count=48 1735 120 42 3 20 15 26 16 688 9 22 91 14 21 2 18 16 9 106 179 106 402 42 91 95 4 38 28 17 11
internal_value=3.70282e-05 -0.0293723 -0.0608005 0.00199648 0.000111265 -0.00161987 -0.0310827 0.00130143 -0.000230039 -0.00116961 0.0112853 0.00300384 0.0112265 0.0494129 -0.00692644 0.000312057 0.0338632 0.0102312 -0.0304911 -0.00281061 -0.0217557 -0.0259915 -0.010267 -3.49797e-05 -0.00218905 -0.0606722 -0.102303 -0.000312587 -0.0029183 0.0220594
internal_weight=141.668 0.356707 0.258358 0.0594352 141.312 57.5717 2.59345 83.7399 54.9782 53.454 6.22292 5.70757 5.32649 1.71624 3.61026 3.3661 1.47925 1.1182 0.740725 47.231 6.03551 1.88684 5.3492 41.1955 37.536 1.16692 0.922259 36.3691 32.8885 3.65953
internal_count=4034 213 93 51 3821 2070 46 1751 2024 2009 710 701 679 112 567 553 133 131 122 1299 327 420 148 972 870 137 133 733 705 102
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 0 0 0 2 1 1 1 1 0 2 0 1 0 2 1 1 1 0 1 1 2 0 2 2
split_gain=0.0221468 0.393094 0.824343 0.929426 0.320811 0.190406 0.18828 0.589032 0.409331 0.178053 0.163565 0.371222 0.500914 0.204005 0.255226 0.90845 0.650458 0.149751 0.382163 0.427664 0.252768 0.209742 0.290314 0.204426 0.12854 0.867714 0.125234 0.111225 0.110506 0.0856364
threshold=0.5054040298000001 0.37668033890000002 39.861052345600008 0.36491422415000008 0.50339810185000011 41.257403903850005 0.51675099550000014 0.52005927965000021 0.51401155655000019 41.872294782850005 0.38552737940000009 0.38976377950000002 0.39019789825000006 0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39542229275000007 0.53475943835000017 36.728658719300007 0.39408999735000005 0.39814676205000005 0.40099098830000007 0.53043322055000008 0.36698003050000011 0.37286308795000006 37.198331469900005 0.54136103710000005 43.832725745850006 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 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 24 -5 8 -8 -3 -6 -9 -12 -13 -14 15 -15 -17 20 19 -19 23 -20 -23 -16 -1 -26 27 -24 -21 -30
right_child=1 6 3 5 9 -7 7 10 -10 -11 11 12 13 14 17 16 -18 18 21 28 -22 22 26 -25 25 -27 -28 -29 29 -31
leaf_value=0.0005030221618375954 0.02416780298278581 -0.029041885354783383 0.022237753810621552 -0.089050876720302763 0.012580961607703806 -0.16350126578830038 -0.10364234959715631 -0.034129315625184689 0.057701863683246583 0.070588306095448847 0.036784573690835008 -0.070093413226541598 0.025670406201347473 -0.15511816705589737 -0.04833660669339513 0.071106969119410668 -0.10367978625442248 0.054308458808456077 -0.057881503958166595 -0.10471612923702044 0.043614138099088831 0.039651133296794421 -0.11296925939529832 0.02357285368832944 -0.11024565333131563 0.070792386458610454 4.1958580675551695e-06 -0.014608121970071677 -0.10265483520790929 0.093931036250636826
leaf_weight=83.757052799895035 1.4500873228535049 0.8279553260796314 0.67844794597476754 0.82166865002363898 1.1461978098377579 0.59030272459494881 0.54913931466899057 1.3243698814476363 1.586190386165981 0.98294527089205974 2.8032173722749567 1.0176547551527608 3.0836721379309884 0.47759946811856824 0.7377954603871324 0.64645496478624409 0.31747509170259036 0.25747412454802432 0.60541666779317793 0.77537183976528468 2.0007108830905054 1.8816799879423332 0.18163458793424325 0.85170624617603607 0.62958072327637526 0.45687527666575534 30.252782171060062 0.31318749258821299 0.038085238432358892 0.052990994317951845
leaf_count=1601 18 37 11 25 17 26 25 23 21 25 41 12 28 35 31 33 82 10 28 92 22 17 9 25 18 60 1247 306 99 10
internal_value=3.35063e-05 -0.00155467 -0.0337672 -0.0739557 0.00102183 -0.120176 0.000700033 -0.000665816 0.0279522 0.0393608 0.000521696 0.00151297 -0.000760433 0.000900747 -0.00103834 -0.0423388 0.0135401 0.000530501 -0.00150012 -0.0588502 0.0199637 0.000439331 0.00152144 -0.0098052 5.97147e-05 -0.0341157 -0.000812007 -0.0507136 -0.0924765 0.011725
internal_weight=141.096 54.1231 3.54051 2.09042 86.9727 1.41197 50.5826 48.1684 2.41415 2.12914 47.6193 46.2949 43.4917 42.474 39.3904 1.44153 0.96393 37.9488 34.3586 1.12392 3.59021 33.2347 32.6293 1.5895 84.8435 1.08646 30.7476 0.494822 0.866448 0.0910762
internal_count=4034 2313 80 62 1721 51 2233 2175 58 42 2150 2127 2086 2074 2046 150 115 1896 1818 211 78 1607 1579 56 1679 78 1562 315 201 109
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 2 0 0 0 2 2 1 2 0 0 0 1 1 1 0 1 2 1 1 0 1 2 0 0
split_gain=0.0224366 0.190903 0.213373 0.190832 0.14005 0.101323 0.456671 0.327581 0.298627 0.174263 0.224329 0.440272 0.42773 0.289509 0.169412 0.221527 0.450516 0.15817 0.757404 0.817667 0.264494 0.136625 0.133312 0.705657 0.511165 0.603306 0.331973 0.352227 0.205342 0.169296
threshold=41.436838994450007 41.535369675400013 0.34530403280000005 41.385032804600009 41.571132012400007 0.47769527860000011 40.80591513400001 0.47736594710000008 0.47700667645000011 0.47464147780000004 39.525197829750006 38.969453495950006 0.32388251845000005 38.121007182500009 0.4784437592000001 0.47883296910000012 0.47916230050000003 0.34488488370000009 0.34512439750000007 0.3453339720000001 0.48028502140000007 0.34398670700000006 41.218101594450012 0.3459626957000001 0.34569324270000007 0.48447651265000008 0.36006406990000012 39.792680591700012 0.49787431515000008 0.52688542260000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -3 6 7 8 9 10 11 13 -12 21 -7 -16 -17 -18 -19 -20 -21 -1 24 -24 -22 -26 27 -27 -28 -25
right_child=1 4 -4 -5 -6 14 -8 -9 -10 -11 12 -13 -14 -15 15 16 17 18 19 20 22 -23 23 29 25 26 28 -29 -30 -31
leaf_value=0.0082994938898812154 -0.060824892463813757 0.029880536349384857 -0.0029603342401401879 0.033042447433727293 -0.0010963827797086029 0.019132116343921594 -0.058912241446500584 0.055018308303943247 -0.078961494500501606 0.06051391884772081 0.082241083276565236 0.0751406393639662 -0.12160306363333068 -0.11898467956689994 -0.034810313974928578 0.063344138830974131 0.017121152262029569 -0.063140006338255714 0.070834913878511138 -0.038129073980515731 0.037900089806165514 -0.055457082023815697 -0.07002762600026885 -0.01328553780240985 -0.052547649198580841 -0.014900817858356506 -0.064519345911305384 0.063251923387192932 -0.00025050239194460161 0.035650638890677704
leaf_weight=1.6580471852433913 1.1233076501375756 1.5010126655042757 1.4727549126801021 1.8257905854279659 52.78385334673203 5.0431875046342602 1.5568029329551789 0.97502584755420674 0.53616762906312931 0.4319512944202869 0.14053752756444726 0.6710436271096113 0.38474732626264085 0.24773911856846087 1.7663210351020087 1.1418595016002644 4.9903839640319338 1.9242834299802769 1.6128223203122605 1.8914648443460453 3.5564642865210763 0.42156628571936483 1.5933430269360531 1.3114993618801238 2.1995968710823481 0.88271442521363441 0.50293986746691999 1.6633516079746185 43.098716852475206 1.5336283124161125
leaf_count=141 20 15 26 16 2009 26 42 4 8 11 6 11 80 16 19 6 30 13 18 12 29 73 19 32 22 27 18 34 1221 30
internal_value=2.52225e-05 -0.00150675 -0.0279981 0.00106804 -0.00023985 0.000353808 -0.0111294 0.00247783 -0.00892703 0.00056582 -0.00678293 0.00377789 -0.0670655 -0.0167981 0.00143333 0.000152161 0.00106162 -3.63957e-06 -0.00138713 0.00059845 -0.0013468 -0.00462484 -0.000111979 -0.0167461 0.00131046 -0.0013811 0.00105772 0.0361566 -0.000991836 0.0130929
internal_weight=140.443 56.8809 2.59606 83.562 54.2849 81.7362 7.02363 5.46683 4.4918 3.95563 3.52368 2.9984 0.525285 2.32735 74.7126 69.6694 67.9031 66.7612 61.7708 59.8465 58.2337 2.07961 56.3423 4.43847 51.9038 48.3473 46.1477 2.54607 43.6017 2.84513
internal_count=4034 2070 46 1964 2024 1948 392 350 346 338 327 241 86 230 1556 1530 1511 1505 1475 1462 1444 214 1432 81 1351 1322 1300 61 1239 62
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 0 0 2 2 0 2 2 1 2 2 1 1 0 2 0 0 2 1 0 0 0 0 2 1
split_gain=0.0215511 0.317778 0.35371 0.28648 0.286043 0.462825 0.568554 0.399023 0.673949 0.478182 0.357542 0.320141 0.145234 0.50463 0.458526 0.626164 0.475381 0.245222 0.651023 0.275164 0.375034 0.246623 0.243244 0.179854 0.309165 0.276856 0.203627 0.134611 0.10573 0.301074
threshold=0.37078231190000005 0.50339810185000011 0.50706565670000014 0.50086823750000009 0.51401155655000019 0.37413550490000008 0.51505942935000004 0.5017514446000001 41.898943182100005 42.536568606950006 0.51191581090000016 43.308802343500005 37.627645350900004 0.36575252235000005 37.137227079750012 36.491284729650012 0.36533337325000009 0.35275889945000011 0.48028502140000007 38.478081868400004 0.47817430615000006 0.49485045360000007 35.509685375550013 0.34739977845000009 0.49336846205000007 0.49053920540000012 0.48637765340000011 0.50086823750000009 43.89540535710001 0.39162001140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 7 -6 -7 27 10 -10 -9 -11 13 14 15 16 22 23 19 -19 -21 -20 -1 25 -25 26 -14 -2 -8 -30
right_child=4 2 -4 -5 5 6 28 8 9 11 -12 -13 17 -15 -16 -17 -18 18 21 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.015110365394359086 -0.0011711741627182949 0.061825860506837652 -0.0050851233089645835 -0.039180475243953045 -0.11876828322637356 0.095691210713145458 0.00054319543876622854 -0.13129562689249083 0.097963390232769773 -0.13061379250929889 -0.028215722304270632 0.024526277000229246 -0.00081198801334990802 0.10570086368097764 0.090726793222917546 -0.096783618804817839 -0.062568090639062671 0.10428963900142228 -0.026749705975105328 0.044456809529200177 -0.14714905747845206 -0.094034849265572998 0.097433005368851799 -0.0073484373163886646 0.047797349707741577 -0.041098526467648 0.020432506637654019 0.10324888134262385 -0.090850109548724967 0.0082431691657368789
leaf_weight=1.0844520646349742 0.25437818766295039 1.7691280501894646 1.4275533650070427 1.8420143715120492 0.324871146294753 0.62583882562466797 47.799605869188412 0.89328863656919588 0.40780463209375728 0.24294883117545396 0.53985352993549895 0.29394554787586458 64.390707969898585 0.57826905697584141 0.5231154652283293 0.65709577233565131 0.58859471976757038 0.40453379554673974 1.1942298974609005 0.39492189884208528 0.13779684482142329 1.0016478481702504 0.53648980564867077 1.9549995655634109 2.1180792115628719 1.6236223317682732 4.8516599033027878 0.23987354061682709 0.48459874348190968 0.83477789088874488
leaf_count=140 49 41 14 29 7 9 1597 45 6 5 10 37 1074 5 23 25 6 5 24 104 2 26 46 17 28 18 43 4 30 565
internal_value=3.27996e-05 0.00100014 0.0319452 -0.000179145 -0.00155829 0.000202174 0.000979141 -0.0322488 -0.0492423 0.0163299 -0.0924662 -0.0456758 0.000696535 0.0193596 0.00463029 -0.011081 0.0144062 -0.000252012 -0.0276612 0.0421114 -0.00510534 -0.0574418 0.042357 0.000893939 0.0213284 -0.000280549 0.000676567 0.0495067 -0.000227613 -0.0281532
internal_weight=140.021 87.0789 3.19668 83.8822 52.9418 50.0697 49.7448 2.87209 2.37784 0.944699 1.43314 0.536894 82.0402 3.96802 3.38975 2.86663 2.20954 78.0722 3.13313 0.937253 0.532719 2.19588 1.62094 74.9391 4.07308 70.866 69.2424 0.494252 49.119 1.31938
internal_count=4034 1670 55 1615 2364 2208 2201 156 103 48 55 42 1586 245 240 217 192 1341 161 111 106 50 186 1180 45 1135 1117 53 2192 595
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 0 2 2 2 2 0 0 2 0 0 2 2 1 0 2 2 1 1 1 0 2 1 0 0
split_gain=0.0202175 0.150413 0.394588 0.178912 0.265498 0.383457 0.143134 0.877336 0.248436 0.51894 0.237179 0.435655 0.277407 0.246064 0.471942 0.214264 0.190835 0.345937 0.15676 0.313511 0.651897 0.182519 0.179559 0.120003 0.85674 0.396436 0.412681 0.293225 0.198258 0.430972
threshold=40.563919884450009 40.664404858950007 0.56188437470000008 0.39814676205000005 0.48386275860000011 0.3453339720000001 0.5398790455000001 40.377444152000002 40.316494640950005 40.206947806850003 39.896141435400004 0.48351845755000006 0.53928026105000015 39.664548207900005 0.50410167360000013 0.54064249575000012 40.206947806850003 40.040005255000004 0.39072183470000005 0.52770875125000016 39.110279783550006 37.784765830350004 0.39045238170000002 0.41911918805000009 0.42114008565000011 0.53928026105000015 42.066503896600004 0.42209814075000007 0.54499865270000014 0.55257327625000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 8 15 9 10 12 -12 13 18 -15 -8 17 -17 22 20 -20 -21 -1 25 -25 -3 -27 -26 -29 -30
right_child=1 23 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 -19 19 21 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=0.0021390051439030239 -0.016919013973636331 -0.00036863127210693135 0.034358986094520837 -0.09416429649778979 0.036596872236208326 -0.18322201076836397 -0.064439724316189231 -0.15667660166367939 0.022960032828708715 -0.045938119206443549 -0.0039916620125961116 0.048876266736005147 0.041275263918005345 -0.069007537199172117 0.0071497229074244037 -0.0016856494645215003 0.036184886361314027 -0.11809439149409431 -0.15047902221720713 -0.042801464960544648 0.04524258130594104 0.012247067485393894 0.037950535307785527 0.073001596362777241 -0.11271982765421627 -0.12082267616351638 -0.019643249086430958 0.040846201160456543 -0.054745162671271455 0.0054238114392110032
leaf_weight=19.200318556796901 0.47020115246777938 68.697436486070046 0.76671348660238425 0.63313585306718767 0.4062207043170929 0.19662902131676674 0.54264113679527959 0.38687005280280651 6.0089994711815953 2.2110230047255746 3.2081389642089553 3.031592148472555 1.5580448899418105 1.504668848589062 1.7719430378638206 8.2111945760319252 1.275453761594689 0.26347650039315418 0.45083889599254634 0.8381214338296562 0.27336290618404746 2.1406775169307366 1.510235983878373 1.7826893027231552 0.23514484404586156 0.52126668603159432 1.7785034810303839 1.0711209916140081 1.4350046677427579 6.9846765280624368
leaf_count=473 65 1467 15 9 3 3 6 17 62 24 27 30 10 19 36 617 31 24 49 34 22 35 13 17 10 14 87 103 23 689
internal_value=3.48283e-05 -0.000928733 -0.0252299 -0.0520075 -0.0271336 -0.065957 0.00154036 -0.00883787 0.00407618 0.00106621 0.00399474 0.0216944 0.000218749 -0.00209138 -0.0278228 -0.00328112 0.00012265 -0.00530478 0.00136211 -0.0175884 -0.0766004 -0.00324151 0.00475042 -0.000200368 0.00927207 -0.00173585 -0.0425766 -0.00240905 0.000324022 -0.00483106
internal_weight=139.366 84.9787 2.4729 1.70619 1.07305 0.66683 54.3876 10.6796 43.708 37.699 35.4879 6.23973 29.2482 27.6902 3.27661 10.2928 9.75012 8.47467 24.4136 3.703 0.724202 2.9788 20.7106 82.5058 11.5086 70.9972 2.29977 9.72595 9.4908 8.41968
internal_count=4034 2505 95 80 71 68 1529 695 834 772 748 57 691 681 55 678 672 641 626 140 71 69 486 2410 842 1568 101 825 815 712
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 0 2 0 0 0 1 0 0 2 2 1 0 2 0 2 0 2 0 0 0 1 1 0 2 1
split_gain=0.0221674 0.231843 0.527379 0.417988 0.28251 0.382745 0.274914 0.289484 0.369502 0.24418 0.209471 0.186816 0.176036 0.128812 0.136093 0.119799 0.283536 0.0959934 0.900178 0.235383 0.463628 1.75584 0.275553 0.500539 0.312237 0.234656 0.22001 0.192447 0.188289 0.395346
threshold=0.47976108500000009 0.34566330350000002 41.942745071500006 0.47916230050000003 0.34551360740000009 0.47943175355000006 42.686561923500008 0.47769527860000011 0.47736594710000008 0.4784437592000001 0.34542378970000004 0.4784437592000001 0.47997065955000012 42.719328117250008 47.927946529500012 0.34524415440000006 0.47817430615000006 41.872294782850005 0.47676716265000008 41.385032804600009 0.47769527860000011 40.80591513400001 0.47736594710000008 0.47700667645000011 0.47464147780000004 0.34219035360000005 0.34398670700000006 0.39718870690000002 39.525197829750006 0.32388251845000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 6 5 9 -4 8 13 10 15 -3 -2 -8 -15 17 -17 19 25 20 21 22 23 24 28 27 -27 -19 -1 -30
right_child=12 2 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0032708837818854596 -0.038648423228241399 0.03922423730509924 -0.10305913850066617 -0.11773190509789584 -0.035247097949326761 0.034772186423387717 0.10336049820249374 0.084710084840857736 -0.10817942185093088 -0.030345325898395278 0.03968875466186042 0.10666099879883124 -0.00025374735184290921 -0.046911948654452411 0.10151657569149211 -0.041769931106155643 0.021183471387602185 0.004183553818248878 -0.11612089838835511 0.029728302756800929 0.032512796030190992 -0.16783387854695453 0.051624916241175656 -0.11758297604956601 0.094655871149920676 0.10792932569747236 0.0091841412947468674 -0.050705059135608778 0.080815515665974474 -0.11975641012740271
leaf_weight=2.9330946835637297 1.2081877933815111 1.0232088089233138 0.18523654484670249 0.30692918645218004 2.1771523628995046 3.1923549170605829 0.19024099409580209 0.51926696626469493 0.26201613619923592 2.7069621688569887 1.3453180214855809 0.68633567355573166 102.80249900564321 0.20536376969039338 0.088348962366580963 1.9913090305517036 1.1166080832481384 4.5959710385761801 0.6852049697190522 3.4000448558199414 2.7336305528879166 0.68456023500766594 0.94070904701948155 0.38078652322292317 0.33646165265236039 0.39243562519550312 0.53087057181983255 0.74188435595351609 0.13631235933280539 0.35216364076859463
leaf_count=202 15 66 25 6 26 24 2 13 11 32 15 22 2915 101 2 52 4 147 31 43 12 31 4 6 7 2 42 95 6 75
internal_value=3.15462e-05 0.00221466 0.026754 -0.0117133 -0.000497044 0.00209421 0.0107209 0.0273788 -0.0125293 -0.00191741 0.00138568 0.0662983 -0.00069974 0.0392564 -0.00226456 -0.000961705 -0.0191521 0.0020384 -0.00730245 0.00749194 -0.00140511 -0.0174907 0.00277077 -0.00833325 0.00273659 0.00460635 0.0511541 -0.00344517 -0.00630234 -0.0637855
internal_weight=138.851 34.8408 3.46695 1.7574 31.3738 29.1967 1.45047 1.26524 0.74597 26.0043 23.2974 1.70954 104.011 0.483954 0.293713 21.952 3.10792 18.8441 6.94637 11.8978 8.49772 5.76409 5.07953 4.13882 3.75803 6.26116 0.923306 5.33786 3.42157 0.488476
internal_count=4034 1104 248 160 856 830 154 129 116 806 774 88 2930 105 103 759 56 703 317 386 343 331 300 296 290 286 44 242 283 81
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 1 1 1 0 0 1 2 1 2 1 0 0 1 1 2 1 2 0 2 2 1 1 0 2 1
split_gain=0.0212918 0.178267 0.203258 0.151157 0.109779 0.082164 0.401377 0.44917 0.319954 0.733283 0.234196 0.253423 0.234966 0.318728 0.426003 0.2238 0.221371 0.185858 0.270331 0.0953811 0.274649 1.25813 0.324023 0.320577 0.384214 0.358744 0.956279 0.276096 0.236704 0.188547
threshold=41.436838994450007 41.535369675400013 0.48200652675000005 41.385032804600009 41.571132012400007 0.41988263825000011 0.42114008565000011 0.42473279245000012 0.54300769440000007 0.55677973715000018 0.43639411995000005 42.536568606950006 0.43691805635000008 42.47354681640001 0.45036076765000005 0.58745247150000013 0.56719858685000013 0.40301188585000008 0.40509266190000009 42.456897412850005 0.34494476210000008 41.646178195200001 0.47754558250000007 41.741384785950011 42.283941020600004 0.34623214870000002 0.34739977845000009 0.48068920095000006 42.488347682450005 0.34641178410000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -3 17 -7 -8 -9 -10 -11 12 -12 14 -14 -16 -13 19 -19 20 21 -6 -23 -22 25 27 -27 -25 -21 -26
right_child=1 4 -4 -5 5 6 7 8 9 10 11 16 13 -15 15 -17 -18 18 -20 28 23 22 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.00041510789888715715 -0.0022308080586430981 0.026645842877630783 -0.058897585713323077 0.029813349989351146 0.10726907429330462 0.10230221569140048 -0.10989065470576127 -0.083054186415247436 0.081724064920013773 -0.10609533310023365 0.10630978948512788 -0.10677965809804564 -0.10780175112986341 0.086945088679587154 0.090267382498980406 -0.10452681034129326 -0.0098332430168805891 -0.000674455206283185 -0.1137847117033452 0.057401247946360562 -0.043343670710555275 -0.037232969421331752 -0.14853489871920775 -0.0047935388765699156 -0.057860258864829664 -0.10277181861365735 0.015348260626511845 0.034135007414135519 0.00068449305691441588 -0.010413434707912774
leaf_weight=80.161771472919327 1.4359899508563096 1.4770477496467709 1.1319339846340879 1.7879911899381102 0.38313606431984482 0.43745761807076533 0.33245173085015256 0.34388442890792692 1.2738345719481001 0.22312823795073233 0.32743926346302066 0.27650198216360866 0.34967038180911891 0.35163937654579058 0.2740581411489984 0.07515439921644429 1.5897597599328035 0.50207206219056288 0.36483796734728458 0.75722700413462263 1.8054756585188467 0.43929283383704365 0.64648212352767587 2.7115690751234052 1.2853759874124073 0.94451508671045248 2.4982488922360062 5.5528119951486588 26.053274868092558 2.4039000937336823
leaf_count=1948 11 15 35 16 3 9 22 91 21 14 2 18 16 9 11 95 402 8 73 17 43 59 7 38 27 7 66 23 897 31
internal_value=2.81847e-05 -0.00147003 -0.0272094 0.00105652 -0.000238731 -0.000999408 0.0101627 0.00272256 0.010085 0.0168405 -0.00699642 -0.000180685 0.0323457 0.00929166 -0.0297793 0.0483455 -0.0241966 -0.00240947 -0.0482768 -0.0015352 -0.00702284 -0.0485276 -0.103503 -0.00347866 0.00119615 0.0100641 -0.0170577 0.0213624 0.00228638 -0.0269443
internal_weight=138.198 56.2482 2.56792 81.9498 53.6802 52.2032 5.85498 5.41752 5.08507 4.74119 3.46735 3.24422 1.37796 1.05052 0.698883 0.349213 1.86626 46.3482 0.86691 45.4813 18.6708 1.46891 1.08577 17.2019 15.3964 11.7071 3.44276 8.26438 26.8105 3.68928
internal_count=4034 2070 46 1964 2024 2009 710 701 679 588 567 553 133 131 122 106 420 1299 81 1218 304 69 66 235 192 134 73 61 914 58
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 0 0 0 1 1 1 0 0 1 0 2 0 0 1 2 2 0 1 2 0 0 1 2 1 0
split_gain=0.0241253 0.209257 0.46367 0.370978 0.229495 0.310696 0.199082 0.192683 0.306862 0.291797 0.189827 0.185917 0.140193 0.0973658 0.227892 0.0918822 0.663954 0.560095 0.401058 0.288381 0.82531 0.745857 0.659288 0.425953 0.342849 0.284207 0.21758 0.293005 0.223744 0.274112
threshold=0.47976108500000009 0.34566330350000002 41.942745071500006 0.47916230050000003 0.34551360740000009 0.47943175355000006 0.4784437592000001 0.47883296910000012 0.34587287805000005 0.35807311160000005 0.34542378970000004 0.4784437592000001 0.47997065955000012 0.34524415440000006 0.47817430615000006 42.456897412850005 0.48028502140000007 0.48068920095000006 0.34467530910000005 41.481306584950012 41.872294782850005 0.49094338495000006 0.36491422415000008 42.310579034350006 0.49649711085000009 0.54386096225000014 0.4025178887000001 41.919251152600005 0.34623214870000002 0.49787431515000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 7 5 6 10 8 -4 -10 13 -3 -2 -1 -15 18 -17 -18 -14 -20 21 -21 -23 26 -25 -24 27 -22 -29 -30
right_child=12 2 3 -5 -6 -7 -8 -9 9 -11 -12 -13 15 14 -16 16 17 -19 19 20 23 22 25 24 -26 -27 -28 28 29 -31
leaf_value=0.0020405119065425126 -0.034461982714633264 0.037128615764563742 0.054748875965513699 -0.11590721764054615 -0.031460218334179169 0.031886724241223512 -0.027070051266412151 0.10337125218585348 -0.10550736040008631 0.028729382506020841 0.038158872954093384 0.10600497181911948 0.05387685091767145 -0.037444692217647832 0.019272911384196123 0.10018685977380087 -0.13021574588727733 0.0042676103606494554 0.00038344158249530681 -0.079061872479548684 0.033753075531952295 0.10474196197771538 -0.091449712165858565 -0.071190862019293588 -0.005348041117396056 0.0086954227327795553 0.042866891283007844 0.0071477376392388402 0.0043736083394256588 -0.068172799751463273
leaf_weight=18.440852235466796 1.2177520026452828 1.0206643454524305 0.49262133824595344 0.28172728978097428 2.1852278538863166 3.1318565723486236 2.7176834390265858 0.19081032276153553 0.38719154846512538 0.2783456270062743 1.3343863419140678 0.63617490418255318 1.2701875306665886 1.9805677743970298 1.1029306799173355 0.71577255427837627 0.31447659106925385 20.338523127907081 62.534399270432743 3.0631437194533673 2.1874391511082631 0.46932780742645253 0.51138667914528901 1.3128534718416625 1.9889218484313458 0.6355992898365912 1.6828817381920087 3.1169908195734024 0.95759062096476588 1.1419080732157452
leaf_count=703 15 66 28 6 26 24 32 2 34 90 15 22 10 52 4 3 5 1063 1492 30 12 4 24 14 41 69 86 18 5 39
internal_value=2.86901e-05 0.00233202 0.0263174 -0.0115376 -0.000220387 0.00215754 -0.00148283 0.0102596 -0.00508082 -0.0493659 0.00155925 0.063575 -0.000732287 -0.000709721 -0.0171575 -0.000330548 0.0055014 0.00221988 -0.00187151 -0.00276106 -0.014282 -0.0500611 0.00489939 -0.000767385 -0.0315285 -0.0359545 0.0104099 0.00303262 -0.00984944 -0.0350841
internal_weight=137.64 34.181 3.28754 1.6307 30.8935 28.7083 25.5764 1.34897 1.15816 0.665537 22.8587 1.65684 103.459 21.5244 3.0835 102.241 21.3688 20.653 80.8726 79.6024 17.068 4.67946 1.61631 12.3886 3.30178 1.14699 9.08681 7.40393 5.21649 2.0995
internal_count=4034 1104 248 160 856 830 806 154 152 124 774 88 2930 759 56 2915 1071 1068 1844 1834 342 127 97 215 55 93 160 74 62 44
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 0 0 0 1 1 0 0 1 1 0 2 0 1 2 1 2 2 2 2 1 2 1 1 0 2
split_gain=0.0255303 0.297657 0.686288 0.890333 0.250407 0.142099 0.506929 0.293478 0.126704 0.318732 0.438327 0.234277 0.162888 0.309177 0.427667 0.430456 0.230144 0.433852 0.111356 0.105995 0.39808 0.752931 0.388415 0.250573 0.481987 0.543722 0.242589 0.468685 0.267244 0.177628
threshold=0.5054040298000001 0.37668033890000002 39.861052345600008 42.558389508100007 0.50339810185000011 0.51675099550000014 0.52005927965000021 0.51401155655000019 0.38552737940000009 0.38976377950000002 0.5223196910500002 0.5231430197000001 0.39408999735000005 0.39587138110000003 0.53475943835000017 36.728658719300007 0.53043322055000008 0.39091643965000006 45.295823381400005 0.36533337325000009 37.999598532650005 39.952536079750011 40.040005255000004 36.893814626400008 0.36491422415000008 36.491284729650012 0.35862698720000002 0.36491422415000008 0.4871261339500001 35.509685375550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 19 7 -7 -3 -8 -10 -11 -12 16 -14 15 -15 17 -13 -17 23 -21 -22 -23 24 25 29 -25 28 -28 -1
right_child=1 5 3 -5 -6 6 8 -9 9 10 11 12 13 14 -16 18 -18 -19 -20 20 21 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0092769368610699787 0.022727452158970641 -0.024023720194179657 -0.12308859895360812 0.016478827011195692 0.036624439760382897 -0.09885158126695251 -0.030259438551935226 0.051377431661278464 0.034166456339915628 -0.07030099435986327 0.031384099904813841 -0.012036151836949598 0.035908110283267916 0.052725547343237145 0.00025650803763818431 -0.1043499447330047 0.022536928414320447 -0.10631443657787013 0.023120475187489133 0.0024706024838108613 -0.24188829713021251 0.10634682020626701 -0.078964859592929801 0.0007556881584874118 0.10742252533029893 -0.1258902599574897 -0.070390323068004759 -0.12744345673921967 0.039334079262583227 0.0916019229998601
leaf_weight=1.0290343752186282 1.3972163019352586 0.79798365875154731 1.1859072179067878 0.74371372604946362 1.9395817061529204 0.52268833480957155 1.3280892985567323 1.4618469870765691 2.7348184810252851 0.89488094275111407 2.3099053996847934 1.7463855221867559 2.3141144926194093 0.25722729759581742 32.390365715414788 0.83173232417539111 0.83319326536729921 0.67745767799715384 0.074685973545911111 2.2420476080951626 0.21087878562548201 0.1697019636631012 0.3391562549173841 76.068494171686325 0.63765208795666684 0.26600812442734412 0.35620915305207634 0.43501637503504753 0.58903416385874152 0.35165189102553984
leaf_count=138 18 37 41 21 42 25 23 21 41 19 27 22 36 13 1600 192 25 83 69 30 7 1 68 1256 5 9 95 8 17 45
internal_value=3.29405e-05 -0.00169941 -0.030648 -0.0692966 0.00110759 0.000259035 -0.000920745 0.024752 0.000182599 0.00107975 -0.00105789 0.000437564 -0.00138948 0.000554862 -0.00188334 -0.0614465 -0.0228016 -0.0383867 -0.0938468 0.000274552 -0.0183011 -0.0830071 -0.0171642 0.00096457 0.0336064 0.00502245 1.80131e-06 -0.0415462 -0.00201489 0.0302446
internal_weight=137.137 52.5022 3.32684 1.92962 84.6345 49.1754 46.9155 2.25983 46.3929 45.0648 42.3299 41.4351 39.1252 35.8681 33.554 1.16365 3.25704 2.42384 0.906418 82.6949 2.96178 0.719737 0.508858 79.7331 2.28435 1.64669 77.4488 1.38026 0.945243 1.38069
internal_count=4034 2313 80 62 1721 2233 2175 58 2150 2127 2086 2067 2040 1910 1874 274 130 105 261 1679 106 76 69 1573 197 192 1376 120 112 183
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 2 0 2 0 0 1 0 0 0 2 1 0 2 0 2 1 2 1 2 2 2 1 1 2
split_gain=0.0235133 0.25614 0.298485 0.237833 0.355913 0.518877 0.407377 0.363973 0.290701 0.21798 0.154383 0.147085 0.444656 0.12071 0.104926 0.473703 0.255694 0.135345 0.108273 0.61094 0.352455 0.34023 0.282837 0.295633 0.114997 0.0970063 0.099937 0.297839 1.21613 0.183269
threshold=0.37078231190000005 0.50339810185000011 0.50706565670000014 0.51401155655000019 0.5017514446000001 41.898943182100005 42.536568606950006 0.51191581090000016 43.308802343500005 0.50086823750000009 0.49949103320000005 0.37668033890000002 0.51505942935000004 0.50086823750000009 0.5216909673500002 40.241071441700008 0.38733870245000007 0.5231430197000001 38.244973486750006 0.52366695610000014 37.828051409500013 0.38976377950000002 38.334060527150008 0.39162001140000008 37.73036952315001 38.400997490450003 40.664404858950007 0.4301667614500001 0.41911918805000009 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 -7 -6 -8 10 -1 -5 -13 -2 15 16 -14 -16 19 -19 24 -20 -23 -24 -21 -25 27 28 -27 -28
right_child=3 2 -4 11 5 6 8 -9 -10 -11 -12 12 14 -15 17 -17 -18 18 21 20 -22 22 23 25 -26 26 29 -29 -30 -31
leaf_value=5.0976483236376412e-05 0.00084033619529101503 0.058056561904905039 -0.004254194778245967 -0.044970097283234728 -0.13183194797723188 0.096462277098251156 -0.12863971807827201 -0.024079907312929614 0.022247795658653112 -0.03465358906145103 0.028389975377605865 0.090297472280441493 0.048888439582597011 0.10291239027865975 0.020044132630364548 -0.068234213104699334 -0.026068733545061736 -0.13473064391603548 0.053986403981171396 -0.0043935236749114391 -0.10577573761896045 0.081778109670473442 -0.062826789656236975 0.034345536624552649 0.03913106333929809 0.00041789733423251094 0.012554703312207864 0.014115742402640444 -0.094589880105242524 -0.0070239261574750024
leaf_weight=78.259720874528995 0.24905596072574043 1.6653962170239531 1.4279143158346412 0.71929131781507649 0.77034098972944798 0.34391521662473667 0.22734306298661977 0.52859493257528811 0.29127843398930509 1.7779178180026054 1.9707475593313564 0.54622873620246437 0.95801181718707018 0.21663775627166615 3.3691583629406514 1.1699205055956552 0.86688302995753475 0.38644570857286353 1.1867177261810855 4.8001942401029964 0.32685241466162995 0.4127722816192535 0.76819647534284641 0.7992011366833357 0.69492010346220912 6.686675259225014 10.440156136889529 4.120347484352691 1.6872559883049687 8.8202899941439892
leaf_count=1560 49 41 14 12 45 6 5 10 37 29 26 9 17 4 43 24 30 5 26 418 58 9 18 10 18 90 311 230 36 844
internal_value=2.51866e-05 0.0010451 0.0292931 -0.0016639 -0.0309726 -0.0480572 0.0120688 -0.0879828 -0.0438953 -2.03925e-05 0.000747084 -8.47477e-05 0.000587307 0.0483236 -0.00044445 -0.0185626 0.0132814 0.000774907 -0.000803528 -0.0129721 -0.00489008 0.00135981 -0.000491474 -0.00151057 0.00111066 -6.36558e-05 -0.000929664 -0.00789491 -0.0187251 0.0035887
internal_weight=136.488 85.1017 3.09331 51.3867 2.62717 2.16147 0.862537 1.29894 0.518621 82.0084 80.2305 48.7595 48.0402 0.465694 47.494 2.99482 1.82489 44.4992 41.13 6.20841 5.82197 34.9216 33.7349 33.3221 5.49511 32.5539 31.7547 12.4943 8.37393 19.2604
internal_count=4034 1670 55 2364 156 103 48 55 42 1615 1586 2208 2196 53 2187 71 47 2116 2073 499 494 1574 1548 1539 436 1521 1511 356 126 1155
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 2 2 1 0 2 2 1 0 0 0 0 0 2 0 1 2 2 2 1 1 0 1 1 0
split_gain=0.0268446 0.155988 0.147682 0.314921 0.161617 0.136211 0.207167 0.0711272 0.0494453 0.0591653 0.263466 0.35216 0.0868425 0.0813603 0.209012 0.338253 0.437712 0.149013 0.482494 0.256407 0.341641 0.484922 0.213121 0.146656 0.137064 0.233145 0.209089 0.205967 0.437102 0.193091
threshold=0.45206730335000006 0.56065686655000013 0.4662734648500001 0.46280051495000007 38.804080188450008 0.56859076075000015 40.844669808050007 42.522337019050006 0.44922307715000004 0.56915960600000015 40.94178426300001 40.80591513400001 0.43837010870000009 0.5654770815500002 0.55769288345000012 0.56341127510000011 0.56188437470000008 0.55257327625000008 41.092444989200011 0.54646567465000018 0.42651417625000004 38.121007182500009 41.942745071500006 42.310579034350006 0.42780156285000009 0.42114008565000011 0.54429508100000012 0.42922367590000005 0.43401395170000007 0.54499865270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 6 -6 -4 9 13 11 12 -11 14 17 16 23 19 -19 24 21 -21 -23 -16 25 26 -1 -26 -29 -30
right_child=1 2 7 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.00013014744004026272 -0.10610611184190902 0.025007171937905914 -0.10536892236420968 0.0668620318695064 -0.11367280257601264 -0.0028480495724652979 -0.018286633740816752 0.040276170789930871 0.014875683463628704 -0.00038374662371889453 -0.087628299279856339 0.10186400420637168 -0.11200885094110508 0.023968267240597255 -0.014534841645696121 -0.11928124562395565 0.080293481173241463 -0.0083964608052542172 0.088558132692334035 0.1046229030061344 -0.094508067542469987 -0.10438848283768931 0.006250472558792128 -0.10815991960552576 0.10269059971116733 -0.032795320246100108 0.034666596287112612 -0.10561397650214471 0.10149902403315732 0.0028576906653411983
leaf_weight=116.94822159076966 0.15628920290600889 0.80023791576013659 0.19607136252636781 0.60181386920885405 0.37219938291673305 1.0222401926421296 0.58646326615598809 0.040447929778565594 2.2746725052729735 0.13342933561216241 0.39158833096621493 0.26737531274557114 0.14591311634740123 1.4225734417341289 0.37652954086661228 0.37797975362263958 0.36015038192272186 1.4520002143508457 0.7939382130280136 0.29853445989283389 0.66692054586019367 0.33979917233227752 0.3570466405390107 0.30109731634729542 0.31598809546630846 2.1218023730543782 1.7796516504604358 0.24742763536607959 0.35500408401821915 0.44998921453952789
leaf_count=2434 20 45 478 24 24 59 63 274 48 17 76 12 34 34 21 22 11 58 21 9 15 23 25 26 17 30 26 34 51 3
internal_value=2.20144e-05 -0.00829199 -0.00406836 0.00127268 -0.0129203 -0.0282421 -0.0553202 -0.0804617 0.000259511 3.57336e-06 -0.0250164 0.0198295 -0.0586906 0.000185611 -7.9655e-05 -0.0382888 -0.00878968 0.000349239 0.0258769 -0.000113575 -0.0391236 -0.00201518 -0.0476998 -0.0561363 0.000417004 6.06521e-05 0.000647826 0.0318879 0.0106295 0.0463588
internal_weight=135.953 3.77576 3.61947 3.38295 2.78114 1.9809 0.958663 0.236519 132.178 129.903 0.938306 0.546718 0.279342 128.965 127.542 1.41576 1.03778 126.126 2.24594 123.88 1.6623 0.99538 0.696846 0.677627 122.218 120.85 118.728 1.36841 1.05242 0.804993
internal_count=4034 987 967 215 191 146 87 752 3047 2999 139 63 51 2860 2826 80 58 2746 79 2667 72 57 48 47 2595 2490 2460 105 88 54
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 2 0 0 1 2 0 0 2 2 2 2 1 2 2 0 1 1 2 1 2 1 2 1 2 0
split_gain=0.0238809 0.0451642 0.149754 0.0611089 0.352765 0.145304 0.135712 0.0912025 0.0450799 0.361679 0.334565 0.143484 0.340867 0.225718 0.137971 0.212814 0.101081 0.0590588 0.0556879 0.335749 0.127914 0.176149 0.11356 0.0930885 0.166662 0.0862133 0.0556251 0.340062 0.100651 0.0580352
threshold=49.283271594150008 0.31100865245000009 0.39672464895000009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.34219035360000005 48.96897326980001 0.46739618575000003 0.39672464895000009 48.778770352700008 41.919251152600005 39.458743938000005 37.52517992975001 0.33204095685000007 35.509685375550013 47.927946529500012 0.51857728810000003 0.39162001140000008 0.39193437325000008 44.421469061800003 0.39162001140000008 47.709122305950011 0.35862698720000002 43.752965619700007 0.34527409360000011 43.525909308350002 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 -3 13 14 15 16 17 -13 22 -20 -21 -22 26 25 -25 -24 28 -28 -10 -29
right_child=-2 8 -4 -5 -6 -7 -8 -9 18 -11 -12 12 -14 -15 -16 -17 -18 -19 19 20 21 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=0.033748812154534617 -0.013457871974632614 -0.014737086491767044 0.081966387586509162 0.020694934002796359 -0.12855712636677946 -0.10133760156979306 0.10257619124241045 -0.10140148548518274 0.000273414387457486 -0.11573701850888776 -0.10939198412537357 -0.10384468296555951 0.10527094908446161 -0.1032501470378927 0.058403202432740692 -0.10566829341540361 0.076819223917550541 0.029489325296518057 0.10239838623398484 -0.071747968901266793 0.10511278919275027 -0.047006595401685954 -0.016331719449720832 -0.10646290188199221 0.047852234133856399 -0.1073443537682804 0.069067820947221803 0.034566664380952648 -0.026504322082759976 -0.014038521863662796
leaf_weight=0.17093447945080587 1.3024197533204631 1.4548154402280036 0.28674359599972365 0.94806368555873632 0.20702128112316132 0.078027765266597271 0.22211956232786179 0.0705350952318895 122.59499415715035 0.30264221783727396 0.26437815972531087 0.065683999708198604 0.42561630159616459 0.17730358414701186 0.46970787933969405 0.17588007641461445 0.19383053391356952 0.067214547728326579 0.34735168819315632 0.27283616457134485 0.13993504643440247 0.16692874313048378 0.17877676598436565 0.10027027819745626 0.23173556467736489 0.24910652467224281 0.80784940975718145 0.28461617356515523 1.4199400085599325 1.7945542977856801
leaf_count=13 255 50 39 4 2 10 3 119 2714 9 24 23 4 55 27 27 20 24 7 5 1 43 24 176 11 91 8 12 48 186
internal_value=1.78645e-05 0.000148677 0.0151267 0.0038307 -0.0175259 0.0249134 0.046163 -0.00572962 -7.60668e-05 -0.0111175 -0.00150666 0.00790655 0.0288192 0.000514922 0.0194366 -0.0169791 0.0307628 -0.0364099 0.0002328 0.0246535 -0.0219307 0.0223624 5.54631e-05 -0.0384871 0.00124697 -0.0693178 0.000286256 0.0140081 -3.3184e-05 -0.00738499
internal_weight=135.472 134.169 1.98345 1.6967 0.748638 0.541617 0.463589 0.24147 132.186 3.59707 3.29443 3.03005 1.57524 1.14962 0.972317 0.502609 0.326729 0.132899 128.589 0.927052 0.5797 0.306864 127.662 0.759889 0.332006 0.427883 126.902 2.88702 124.015 2.07917
internal_count=4034 3779 190 151 147 145 135 132 3589 263 254 230 180 176 121 94 67 47 3326 56 49 44 3270 302 187 115 2968 206 2762 198
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 0 1 2 0 2 0 0 1 0 0 0 1 0 1 0 1 2 1 2 0 1 2 0 2 1
split_gain=0.0254165 0.296961 0.129049 0.125619 0.0812827 0.0263113 0.180536 0.384414 0.335245 0.245067 0.219447 0.318041 0.192037 0.246973 0.187286 0.165095 0.150291 0.11569 0.171388 0.14505 0.136727 0.10484 0.321662 0.226197 0.257724 0.811233 0.252447 0.239577 0.207964 0.13012
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 44.952171034750002 0.47976108500000009 0.34566330350000002 41.942745071500006 0.47916230050000003 42.686561923500008 0.47769527860000011 0.47736594710000008 0.34551360740000009 0.47943175355000006 0.4784437592000001 0.4784437592000001 0.34542378970000004 0.48068920095000006 0.34467530910000005 0.48098859315000003 0.34524415440000006 40.377444152000002 0.34521421515000011 41.32819714970001 0.47769527860000011 0.34515433670000012 40.80591513400001 0.47709649410000005 41.646178195200001 0.34509445825000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 14 9 -9 11 -11 13 15 -8 16 21 20 -19 -20 -7 22 -2 24 25 26 -23 28 -25 -30
right_child=5 -3 -4 -5 -6 17 7 8 -10 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.10205579370352308 -0.0025566210697474008 -0.11360351500665432 -0.10120869531248262 0.10232504417084581 0.030600991331792268 -0.036097964846155982 0.033941264281503208 -0.10265982510721471 -0.11421164476052326 0.040825842535168078 0.081655299934161776 -0.10695243806482711 -0.02829004251517872 0.029162806473248884 0.10544923285165159 -0.02413540392595788 0.034804974657468853 0.032641172854853337 0.024522832786783286 -0.0010584681228153702 -0.0025543482507995874 -0.017577094294303881 -0.073926710484967725 0.072670308674070497 0.043954273809693384 0.1082628965297861 -0.11804788861403395 -0.021319278029147543 -0.001392178208635663 0.04445898102466804
leaf_weight=0.063440415863623367 4.9368728050823476 0.2269000305169584 0.070687788538634777 0.20145025849342346 0.16985630942508578 1.9562693126499642 1.000295191673316 0.16526998720655672 0.25790843879804004 0.4302189861946315 0.44965659454464912 0.22016075067222118 2.1940766040934241 3.0752783296629778 0.57785233296453942 2.7188992712763129 1.3122015880071547 1.5919432174414385 2.2709895512089124 92.422864094927917 3.207609667442739 0.67662988939764435 0.7241137313857563 0.47500955695431724 2.5355318784713745 0.42690303566450882 0.39671505628211889 4.3678531813202426 5.3198665446070663 0.70042162487516169
leaf_count=123 192 46 10 3 9 14 66 25 6 105 13 11 26 24 22 32 15 12 16 2855 33 71 12 8 10 3 14 52 159 47
internal_value=1.6301e-05 -0.0185627 0.024103 0.0444781 -0.00547239 0.000117528 0.00257209 0.0255361 -0.0102996 0.0108808 0.0279392 -0.00919874 0.000186993 0.00244537 0.0601245 -0.000895837 0.00199305 -0.000679976 0.000102064 -0.000444966 -0.0152619 -0.000101117 -0.0116858 0.00430058 0.0245159 -0.00833649 -0.0547117 -0.00320962 0.00896848 0.00394231
internal_weight=135.144 0.732335 0.505435 0.434747 0.233297 134.411 32.9617 3.10136 1.52321 1.26531 1.10004 0.65038 29.8604 27.6663 1.57815 24.591 21.8721 101.45 96.2858 94.6939 5.16388 20.5599 5.66099 14.8989 4.03578 1.50025 1.07334 10.8632 6.4953 6.02029
internal_count=4034 191 145 135 132 3843 913 248 160 154 129 116 665 639 88 615 583 2930 2883 2871 47 568 204 364 98 88 85 266 214 206
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 0 1 1 0 1 0 2 0 2 2 1 0 2 2 2 2 2 2 1 1 1 1 1 0 0
split_gain=0.0248621 0.150929 0.315245 0.147297 0.480474 0.631357 0.311142 0.27143 0.748624 0.395546 0.256902 0.255412 0.22557 0.161178 0.143226 0.129875 0.175502 0.123295 0.295239 0.489268 0.188842 0.464947 0.14484 0.393484 0.275532 0.224884 0.188334 0.170147 0.135624 0.131352
threshold=40.563919884450009 40.664404858950007 0.56188437470000008 0.34569324270000007 0.48447651265000008 0.47997065955000012 0.35738450945000005 0.34479506600000004 0.47865333370000007 0.3453339720000001 0.4784437592000001 38.334060527150008 0.47736594710000008 40.340071172300007 40.206947806850003 0.39814676205000005 0.48386275860000011 40.377444152000002 40.340071172300007 40.241071441700008 39.952536079750011 40.003678352300007 39.420767558750008 0.37003383130000006 0.40099098830000007 0.36042334060000009 0.36359689830000008 0.41236789315000005 0.49830843385000007 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 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 7 5 11 -6 10 13 -10 12 -5 -1 14 -9 16 -2 18 19 20 22 -22 25 -24 -25 -8 -27 -26 -28 -30
right_child=1 -3 -4 4 6 -7 17 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 27 26 28 -29 29 -31
leaf_value=-0.0049793499594082274 -0.059428823754079464 -0.00033004789976358935 0.02894743385306707 0.087812569991228107 0.053148837368918039 -0.082190058749198644 0.077752572081348739 -0.08707428375629879 0.067133290650616725 0.017396670492109963 -0.03309411993209848 -0.037036127473713251 0.042080621710692129 0.0013837752069235972 -0.019244083084569458 -0.086451750015042322 0.026379464790027004 -0.028278921329972048 0.0580875951880113 -0.085140024615623408 0.065440319927581522 -0.0091619545441658738 0.047226920031752273 -0.051732243369331722 0.040480187369584954 -0.058739730507342727 0.050237916266262152 -0.022963775544255442 -0.013788865837724979 0.0049961744469292756
leaf_weight=3.787554591339819 0.65977567185427621 79.532865228307116 0.72700697872278386 0.38130252349932847 1.1115256254561234 1.541746708186565 0.38176047615708597 0.60254587127014703 2.8009882061742246 3.7260564006865025 2.20268290117383 0.28734145048190385 1.3931907489895818 1.0331046655774114 0.64402567529759835 0.61572905984826309 0.37316857278347015 1.5388011597096909 0.87201070182163576 0.6746447563982646 1.4740323498845094 1.9282473959556226 0.79836581461131473 2.3870347831398249 0.65888138860464085 0.5266546998173024 0.56269601569511252 1.1793074827413645 4.9040563007856717 15.447034551288779
leaf_count=200 68 2410 15 37 33 17 19 41 20 22 19 14 7 5 4 9 3 26 9 24 10 78 10 66 2 8 13 58 76 711
internal_value=1.909e-05 -0.00107194 -0.025909 0.00171015 -0.00179857 -0.046994 0.00110169 0.00965409 0.0215097 0.0387404 -0.00448695 0.0341604 0.00767588 -0.0278243 -0.0520307 -0.0500988 -0.0284291 -0.000633854 0.000704112 -0.000914084 0.000964468 0.0231594 -0.00184838 -0.0171575 -0.029323 0.00167585 0.000321254 -0.000222888 0.00180854 0.000469494
internal_weight=134.754 81.9085 2.37568 52.8456 36.6554 2.21039 34.4451 16.1901 8.80672 6.52704 7.38343 0.668644 5.18075 2.27968 1.24657 1.64867 1.03294 33.3335 31.7947 30.9227 30.2481 3.40228 26.8458 5.02359 4.22522 21.8222 21.4404 1.83819 20.9138 20.3511
internal_count=4034 2505 95 1529 1211 68 1143 318 92 42 226 51 207 50 45 80 71 1110 1084 1075 1051 88 963 136 126 827 808 60 800 787
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 2 2 1 0 0 0 1 0 1 2 2 2 2 1 1 2 0 1 0 0 2 1 0 0
split_gain=0.0234112 0.139943 0.131167 0.260677 0.129884 0.118121 0.200242 0.0658973 0.0425352 0.240648 0.208311 0.226111 0.329839 0.438913 0.14761 0.130607 0.238363 0.32929 0.290768 0.128054 0.112017 0.102274 0.226896 0.0502892 0.0885201 0.30535 0.201225 0.328406 0.328406 0.158681
threshold=0.45206730335000006 0.56065686655000013 0.4662734648500001 0.46280051495000007 38.804080188450008 0.56859076075000015 40.844669808050007 42.522337019050006 0.42780156285000009 0.54499865270000014 0.55481871800000016 0.55832160710000012 0.43287626120000006 0.5654770815500002 0.42290649980000011 42.558389508100007 42.283941020600004 40.94178426300001 40.80591513400001 0.45107930900000009 0.43837010870000009 41.147265497500008 0.54064249575000012 0.42209814075000007 0.5398790455000001 0.54228915300000013 39.952536079750011 0.41911918805000009 0.54386096225000014 0.54942965780000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 6 -6 -4 14 21 -11 -12 -13 -14 23 16 17 18 19 20 -15 -10 -23 24 -1 -26 29 28 -28 -27
right_child=1 2 7 -5 5 -7 -8 -9 9 10 11 12 13 15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00081710181531070662 -0.10544529958975216 0.022496706353660363 -0.1048905638862002 0.062294781641382004 -0.11235247980995847 -0.0021669758779219984 -0.016153603639041499 0.03756574432500507 0.085999636765932475 -0.040555155120893527 0.05490186251720304 0.078915090215478517 -0.071686689642349213 0.0059605293780573207 -0.025596379846534824 -0.014338949327415362 0.082556022795955586 -0.082741340560871235 0.10267338984270968 0.024966983243754133 -0.10854286681511777 -0.080084349927382836 0.1032086508497575 0.019745344232272661 -0.040921641665898616 -0.046424442264440646 0.02224199186798647 0.046849085955015315 -0.050338027213849668 0.0095766468669539126
leaf_weight=110.53463799894411 0.14125491673234991 0.78649991910151706 0.17871428800012257 0.57382101991970547 0.34133399213897053 1.0234973286096645 0.59107557271818223 0.039681658304289158 0.51552796412579383 1.0079587920918127 0.89652360082345683 0.48673558448172105 0.87023907512411813 0.17209630191064273 2.24803040370898 1.6498851456938153 0.51323245652019966 0.34294979914557178 0.36888735555112362 0.63814955733687384 0.16966943644797539 0.13734219039491791 0.13287550210952759 1.3109280860808201 2.298970144503981 1.2537776252138431 1.4399615712463858 1.7789638806716537 1.0993745397381642 0.8483396630927017
leaf_count=2374 20 45 478 24 24 59 63 274 12 38 32 22 30 16 44 61 9 16 13 6 60 84 2 14 28 28 9 31 90 28
internal_value=2.88688e-05 -0.00784176 -0.0039412 0.00100237 -0.0118224 -0.0256227 -0.0513698 -0.0790068 0.000250201 0.00736173 0.00156299 0.00851302 0.000533376 -0.00754076 -0.000207371 0.00694022 0.0228624 0.00475296 0.0269995 -0.00148784 -0.0508846 0.0598796 0.0100472 0.000266027 5.18963e-05 -0.00964852 0.0015495 0.0139013 -0.00918064 -0.0238244
internal_weight=134.391 3.67588 3.53462 3.31623 2.74241 1.95591 0.93241 0.218396 130.715 7.90207 7.11633 6.10837 5.21184 4.72511 122.813 3.85487 2.20498 1.69175 1.3488 0.979915 0.341766 0.785746 0.270218 120.565 119.254 8.71939 6.42042 4.3183 2.53934 2.10212
internal_count=4034 987 967 215 191 146 87 752 3047 401 303 265 233 211 2646 181 120 111 95 82 76 98 86 2602 2588 214 186 130 99 56
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 2 2 2 1 0 0 0 0 2 1 2 1 1 1 0 2 1 1 2 2 1 0 0 0
split_gain=0.0257581 0.105575 0.158248 0.0643734 0.0781744 0.0693404 0.05452 0.0416273 0.0315296 0.0284984 0.217086 0.161453 0.153978 0.327048 0.120689 0.266066 0.119482 0.119049 0.0986865 0.335394 0.0683207 0.245616 0.100738 0.117132 0.0639378 0.0450442 0.12402 0.10739 0.603014 0.181457
threshold=0.45280081435000008 0.4662734648500001 0.46280051495000007 39.184300550350009 42.402981339000007 42.47354681640001 42.522337019050006 42.536568606950006 39.051326806600009 0.42780156285000009 0.54499865270000014 0.55481871800000016 0.55832160710000012 0.56294721715000018 41.092444989200011 0.43287626120000006 42.402981339000007 0.42290649980000011 0.43401395170000007 0.42875961800000006 0.5681267027500001 40.80591513400001 0.45107930900000009 0.43837010870000009 42.599563320500003 41.50623664750001 0.42209814075000007 0.52507409960000018 0.53158588065000012 0.49949103320000005
decision_type=2 2 2 2 2 2 2 2 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 8 -5 -6 -3 -8 -2 17 18 -12 -13 -14 15 -15 -16 25 19 -11 -17 22 23 -22 -18 26 -1 29 -29 -27
right_child=1 6 -4 4 5 -7 7 -9 -10 10 11 12 13 14 16 20 24 -19 -20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0012779402359449886 -0.02571462246454503 -0.10435298582225815 0.038188441482460478 -0.10489348268662813 0.03773897582306654 -0.10156505333591428 0.10088147596928476 -0.1002340032856022 0.0077174855242372236 0.10306098016437495 -0.036490096195815988 0.044722539592351916 -0.060897921375763386 0.097292080938286701 -0.047883810679600805 -0.0089204633017339503 0.026983946153280969 -0.022939904212338023 0.099762963095083979 -0.077404748272164522 0.01465646138048801 0.099248130141447483 0.020168271745316092 -0.10775775919064726 -0.0096785334826661271 -0.0023681525166233085 0.03432287316006237 -0.11144057079543164 -0.0045421584337369866 0.02081271168901103
leaf_weight=71.835660058155042 0.6073412838702692 0.16558769593551392 0.63136557691177575 0.18046814730951144 0.10662754252552986 0.053741568312602794 0.026192061603069305 0.01695311185767423 0.52675274014472961 0.24078542488132271 1.0082144677144222 0.90845420170626301 0.75861163722947811 0.41262664844907737 0.55544131103670258 1.0446243885671722 0.7767218574881557 2.2570222862814253 0.31695309612769051 0.17994436573513894 0.15811518339614827 0.33988536242395628 0.88512535388872493 0.1545848303967432 1.2273030137259864 37.329791974372938 1.1539923911914218 0.57981678563623873 5.8705532529675111 3.712730786337942
leaf_count=1248 58 479 27 43 2 84 1 277 2 9 38 33 23 14 23 21 8 44 51 38 11 15 10 60 61 880 6 179 173 116
internal_value=2.8233e-05 -0.0104285 -0.00370587 -0.0216393 -0.0597475 -0.00894344 -0.0782654 0.0218568 -0.0101864 0.000212032 0.00565411 0.000995837 0.00622936 0.000690145 0.00910171 0.0227285 -0.00684366 -0.000185569 0.0576226 0.0258765 0.0108141 0.0242205 0.00293126 -0.0458596 0.00453115 0.000240693 0.00180039 -0.00215634 -0.0141511 -0.000271198
internal_weight=134.022 2.31503 2.1063 1.47493 0.340837 0.160369 0.208733 0.0431452 1.13409 131.707 8.96739 8.22971 7.22149 6.31304 5.55443 2.99496 2.55947 122.74 0.737683 0.42073 2.58234 1.53771 1.19783 0.3127 2.00402 120.483 72.9897 47.4929 6.45037 41.0425
internal_count=4034 973 216 189 129 86 757 278 60 3061 415 317 279 246 223 131 92 2646 98 47 117 96 81 71 69 2602 1254 1348 352 996
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 0 1 1 2 0 1 2 0 1 2 1 0 1 0 2 2 0 1 0 0 0 2 2 0 1
split_gain=0.0257073 0.0795882 0.125732 0.10172 0.0970064 0.110872 0.0512551 0.0272893 0.0204304 0.139729 0.460948 0.11602 0.12504 0.0721985 0.0641867 0.0537901 0.0529003 0.0872151 0.204155 0.0500397 0.0308572 0.343756 0.559844 0.0979614 0.530074 0.10595 0.0718646 0.245775 0.15845 0.26418
threshold=0.5718990449500001 41.218101594450012 0.43837010870000009 40.563919884450009 0.58415915690000009 0.58650938595000024 0.48459626955000007 0.48627286610000009 35.171584490050009 0.49880243110000005 0.36533337325000009 35.879804895950009 0.50086823750000009 0.33992994225000006 36.364346611650006 0.36533337325000009 0.50086823750000009 0.38906020780000011 0.54386096225000014 34.19870408380001 37.52517992975001 0.50410167360000013 0.39045238170000002 0.50008981770000005 0.49880243110000005 0.49485045360000007 39.420767558750008 39.525197829750006 0.46898296455000005 0.34440585610000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 -3 -6 -7 -8 9 10 13 12 -10 -1 15 -13 -11 -18 -19 -15 21 23 -23 24 25 -16 28 -28 -22 -30
right_child=1 4 3 -5 5 6 7 -9 11 16 -12 14 -14 19 20 -17 17 18 -20 -21 26 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.065071289706200824 0.094058252267431808 -0.10275500198692106 -0.1013254969430842 0.00063542957699889676 0.093729323323135508 -0.10345841626250747 0.10013497488346262 -0.10002069531944552 0.058258948507857782 0.025630617555926612 -0.17690735873989105 -0.00026640501650637905 0.0039268462802951485 -0.085270489185766213 0.021714154893045873 -0.054226067363730458 -0.024857758271831166 0.072336037867450895 -0.023113385239876841 0.016769367145883993 -0.030276046927295797 -0.075241155537133231 0.0070732293790138319 0.045535106654919388 -0.068565121937789353 0.10198835131700804 -0.039771660469954964 0.00017377411649727658 0.053454726793689983 0.0054332715916651378
leaf_weight=0.1567129252386964 0.12748340140571091 0.19104022714918745 0.11178515540429146 0.78463058656507201 0.074128851818386465 0.084994305838336004 0.023796873443643562 0.0095434691047557862 0.71059729371699987 0.68710198253393207 0.1954595111310482 0.34350329622611653 1.0487082585750611 0.082478974612268274 0.31017290472868742 0.39971230770061084 1.1434397245429866 0.38280945163569402 0.54044534001150168 0.11516193971510802 1.0737827358153698 1.4131092727184298 1.9895885364894637 1.0505312606692312 0.5513874813914299 0.34988684207201004 1.5635739880308381 103.4517642977695 1.2519394308328617 13.48580264386146
leaf_count=70 15 97 416 61 6 63 2 317 24 7 4 35 21 34 38 31 24 12 37 21 41 14 61 7 6 7 44 2255 14 250
internal_value=2.57598e-05 -0.013418 0.00113562 -0.0120793 -0.0522741 -0.00216651 -0.0622389 0.0428416 0.000168777 -0.00759643 -0.0536228 0.000367648 0.025872 0.0143802 1.49931e-05 -0.0292867 0.00159304 -0.0063986 0.0164628 -0.0258136 0.000187159 -0.00702627 -0.0271112 0.0231875 0.00380832 0.0642662 0.000525343 -0.000420974 0.00681049 0.00951259
internal_weight=133.705 1.4074 1.0239 0.896416 0.383504 0.192464 0.118335 0.0333403 132.298 3.30361 0.549813 128.994 1.75931 0.354354 127.235 0.743216 2.7538 2.06669 0.923255 0.197641 126.492 5.66468 3.4027 2.26198 1.21145 0.66006 120.827 105.015 15.8115 14.7377
internal_count=4034 977 492 477 485 388 382 319 3057 209 129 2848 45 125 2803 66 80 73 49 55 2737 133 75 58 51 45 2604 2299 305 264
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 0 2 2 0 0 1 1 1 0 1 2 0 2 2 2 2 0 1 2 2 0 0 2 1 1
split_gain=0.0223832 0.265962 0.114592 0.116092 0.0851271 0.0222631 0.0730887 0.0996188 0.0877926 0.0989653 0.0462128 0.0352238 0.0246526 0.020933 0.0595617 0.257824 0.312466 0.171595 0.225386 0.105884 0.226681 0.0519142 0.0672872 0.0353924 0.121743 0.109639 0.0678084 0.0625983 0.0847504 0.0487854
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 0.5718990449500001 40.00488309970001 41.218101594450012 0.58415915690000009 0.58650938595000024 0.48459626955000007 0.43967246490000006 0.48627286610000009 0.39718870690000002 0.34219035360000005 48.96897326980001 0.46739618575000003 48.778770352700008 41.919251152600005 39.458743938000005 37.311503175250003 0.45589952400000006 0.32388251845000005 35.171584490050009 36.010074051050005 0.50465554925000011 0.54386096225000014 36.364346611650006 0.36533337325000009 0.36533337325000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 13 -7 11 -9 -10 -11 -8 -12 -2 15 16 17 18 19 20 21 22 -15 25 -25 29 -27 28 -26 -16
right_child=5 -3 -4 -5 -6 6 7 8 9 10 12 -13 -14 14 23 -17 -18 -19 -20 -21 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.034065621702892041 0.007575139828850279 -0.1121481218707189 -0.10109049209313309 0.10210248131167032 -0.10131176320587308 -0.1009113483060272 0.043944720658121793 -0.10248721103981495 0.09185722899526326 -0.10312944998421936 0.099914401771862393 -0.00080442865710413786 -0.10001872659587084 0.053872977850087614 -0.013232967569852927 -0.11324805464189643 -0.10783833780793371 0.10226437824954199 -0.10266584844565263 0.055385469139216631 -0.10450507327577492 0.079459644899952997 -0.064606702877427577 0.027220346384757222 0.0065344797798816429 0.028147164158611366 -0.011030899226084797 0.00035559799434505641 -0.064798569197148229 -0.052357559037848014
leaf_weight=0.16080283204791967 3.7880700588493559 0.20848598741088153 0.063923951238393784 0.18296219408512115 0.065315761020201535 0.087731793880719944 0.23754480481147744 0.17328901281507569 0.068373917252756655 0.077138858445323422 0.021577494444500189 0.67782373597037804 0.0086354492850659881 0.10842231948845327 0.63887488201045461 0.24545102054253209 0.24145719907392038 0.19572636857628811 0.17743254308152245 0.45061987136432435 0.17258839065743814 0.15234830230474472 0.085919628589181229 1.6890418673829106 0.32199242532806138 0.76538030605297525 1.0448521474208972 120.36879063806282 0.34502711769346206 0.63595673726740642
leaf_count=13 30 46 10 3 119 393 4 97 6 63 2 95 317 29 48 9 24 3 79 33 31 9 25 37 24 30 39 2375 29 12
internal_value=2.52131e-05 -0.0180515 0.0234234 0.0428803 -0.00503898 0.000117991 -0.0126483 -0.00652396 -0.0519816 -0.00217642 -0.0620678 0.0108083 0.0427696 0.000249329 3.19153e-05 -0.0178794 -0.00310616 0.0157228 0.000959409 0.0199165 -0.0108627 0.0357541 0.00149247 0.000292443 0.000558371 -0.0102862 0.00553389 0.000186306 -0.0303637 -0.0327505
internal_weight=133.462 0.681491 0.473005 0.409081 0.226119 132.78 1.35212 1.26438 0.349015 0.175726 0.107352 0.915369 0.0302129 131.428 127.64 1.82997 1.58451 1.34306 1.14733 0.969899 0.519279 0.34669 0.194342 125.81 122.725 3.08506 1.81023 121.036 0.66702 1.27483
internal_count=4034 191 145 135 132 3843 977 584 485 388 382 99 319 2866 2836 242 233 209 206 127 94 63 54 2594 2465 129 69 2428 53 60
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 2 2 1 0 0 0 0 2 2 1 0 1 0 0 2 2 2 1 2 1 1 1 1 1
split_gain=0.0202165 0.102632 0.1376 0.0627234 0.0623167 0.0552828 0.0402088 0.0323761 0.0267188 0.190122 0.135007 0.122958 0.277279 0.112821 0.224362 0.103809 0.276771 0.0992623 0.128051 0.200502 0.16588 0.313101 0.395959 0.321114 0.124205 0.105969 0.0881306 0.296993 0.0866679 0.12667
threshold=0.45280081435000008 0.4662734648500001 0.46280051495000007 39.184300550350009 42.402981339000007 42.47354681640001 42.522337019050006 42.536568606950006 0.42780156285000009 0.54499865270000014 0.55481871800000016 0.55832160710000012 0.56294721715000018 42.558389508100007 42.283941020600004 0.42114008565000011 0.54797760550000019 0.41988263825000011 0.5398790455000001 0.54136103710000005 37.784765830350004 40.340071172300007 41.178189531300006 0.40301188585000008 47.709122305950011 0.41615520495000008 0.43401395170000007 0.42875961800000006 0.43401395170000007 0.4445375887000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -6 -3 -8 15 26 -11 -12 -13 14 28 17 -17 18 25 -20 -21 -22 -23 24 -24 -1 27 -10 -14 -30
right_child=1 6 -4 4 5 -7 7 -9 9 10 11 12 13 -15 -16 16 -18 -19 19 20 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00021768566601728314 -0.0094970752844282871 -0.10403664668776391 0.036548795138679591 -0.10446552404421905 0.034867432526109583 -0.10115808394472088 0.10065239978922365 -0.1002209509043943 0.10211401591431857 -0.032996703677085029 0.040817261239102863 -0.056248977173259052 0.041727348561574777 -0.012785627254835849 0.083170743144149198 -0.037921918840556595 0.016822116959316253 0.020898595248138644 -0.051723289125176125 0.021669931740470813 -0.064083956099325337 0.051669278179741041 -0.035727505672937983 -0.10999168541944299 0.034731372441417233 0.020778259341387273 0.097707519118142835 -0.073484465136304467 -0.033767102264194895 0.014975593338797305
leaf_weight=107.46547906181499 1.1306704317879761 0.14754849418547156 0.61323933230596583 0.15639767597531307 0.087877372279763222 0.045269097241998679 0.019473841413855553 0.013646599406001769 0.21967779323313052 1.0084270981096759 0.89218937240002549 0.74162405457900593 0.6587417817336253 1.6563926505114066 0.46996116451919068 2.3411060553917191 1.525170975095534 2.2995383693196336 1.1545842783525575 1.5487055883513674 1.0213815299212003 0.95852994080632958 0.52627819006011101 0.38176807569925575 0.47690576026798226 2.5666043396170144 0.29224515582427557 0.17151977871480995 0.74408413981427668 1.8808257873179173
leaf_count=2352 60 479 27 43 2 84 1 277 9 38 33 23 21 63 9 34 38 28 15 35 24 6 13 39 40 22 51 38 64 66
internal_value=1.9903e-05 -0.00945584 -0.00303835 -0.0201318 -0.0616605 -0.0113805 -0.0816855 0.0178866 0.000180057 0.00552292 0.00122498 0.00612432 0.0010927 0.00895331 0.0185463 -0.000201681 -0.0163265 0.000324865 -8.26289e-05 -0.0142245 -0.00541309 -0.0178783 0.00225998 -0.0319364 -0.00223191 0.000697281 0.0561608 0.0251232 0.00929711 0.00115848
internal_weight=133.216 2.21412 2.03345 1.42021 0.289544 0.133146 0.180669 0.0331204 131.002 8.73569 8.05225 7.04382 6.15163 5.41001 3.75361 122.266 3.86628 118.4 116.1 6.06815 4.91357 3.36486 2.34348 1.38495 1.00318 110.032 0.683443 0.391198 3.28365 2.62491
internal_count=4034 973 216 189 129 86 757 278 3061 415 317 279 246 223 160 2646 72 2574 2546 172 157 122 98 92 53 2374 98 47 151 130
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 2 1 2 0 0 1 1 0 1 2 1 0 1 2 2 0 0 0 1 2 1 2 1 1 2
split_gain=0.0198081 0.237456 0.0325141 0.0761112 0.018753 0.0721774 0.11035 0.0841626 0.0781265 0.0870274 0.0384709 0.0201109 0.0182024 0.457542 0.935273 0.232234 0.206657 0.15777 0.692662 0.95451 0.357463 0.217408 0.257574 0.19659 0.214011 0.455014 0.433226 0.247922 0.381419 0.192707
threshold=0.39606598605000004 0.31060447290000009 0.39498817400000003 44.952171034750002 0.5718990449500001 41.218101594450012 0.43837010870000009 40.563919884450009 0.58415915690000009 0.58650938595000024 0.48459626955000007 0.48627286610000009 0.5223196910500002 0.38906020780000011 39.051326806600009 0.38733870245000007 0.5231430197000001 0.37078231190000005 40.137820134150012 41.898943182100005 0.51505942935000004 0.50339810185000011 0.50706565670000014 0.36533337325000009 36.893814626400008 0.36491422415000008 36.491284729650012 0.35862698720000002 0.36491422415000008 40.377444152000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 -6 -8 -7 -10 -11 -12 13 15 -15 17 -14 21 20 -20 -19 23 29 24 25 26 -2 -26 -29 -23
right_child=4 -3 -4 -5 5 8 7 -9 9 10 11 -13 16 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.10193268177639583 0.026239540380052613 -0.11090973502357811 0.049386265820231243 0.031034371580895011 0.093185739978481091 -0.1023081842085458 -0.10110196104699434 -1.9354095016472126e-05 0.090128736582425206 -0.10296803946280729 0.099608610673910969 -0.10001529896338153 0.030904668347435205 0.042258635364506483 -0.1406876789691219 0.044390157046384299 0.00021592765601635358 -0.014231361040229165 -0.1043220906775594 0.015068513317479751 0.059925157374528852 0.086585923391721206 -0.00361331135913126 -0.028493269404772727 0.00048784968249907255 0.10676422866902134 -0.12120788665518828 -0.0070995868685668224 -0.12465411757469302 0.015869305250700402
leaf_weight=0.058959723716070722 1.2615269305865973 0.19068161359246005 0.2237410880625248 0.15952181117609143 0.11574186371582473 0.16073641652269544 0.092178613228171002 0.77404561797266069 0.061020825203740969 0.067436861928854341 0.017717718816129491 0.0070567035827480131 2.329079295101109 0.48397979712672057 0.66121745350901051 1.1757616586983193 37.911749270992914 1.4199331179261201 1.5371654331102038 1.1865272580689632 1.1988446153700349 0.86995459022000365 1.4175870148465035 2.3930482191510682 74.331570279302923 0.58783589303493489 0.23665033944757841 0.88378479562879764 0.40135317761451006 0.69177240040153265
leaf_count=123 147 46 13 9 15 97 416 61 6 63 2 317 29 21 84 15 1098 42 30 50 18 11 14 42 1103 5 7 112 8 30
internal_value=1.90519e-05 -0.0176298 0.0225915 -0.0048483 0.000103497 -0.0118668 0.00147772 -0.010776 -0.0536032 -0.00251287 -0.0638185 0.0427481 0.000221934 -0.000563122 -0.0633715 0.000239705 0.00199215 -0.0003474 -0.0170048 -0.0523117 0.0197166 0.000723821 0.0272484 -0.000262812 0.000606615 0.0322039 0.00294892 -0.00026505 -0.0438123 0.0552618
internal_weight=132.908 0.632904 0.442223 0.218482 132.275 1.29593 0.981966 0.866224 0.313969 0.153232 0.0922113 0.0247744 130.979 90.7385 1.1452 89.5933 40.2408 88.4176 5.34247 2.72369 2.61878 83.0751 2.97931 80.0958 77.7027 2.08601 1.49818 75.6167 1.28514 1.56173
internal_count=4034 191 145 132 3843 977 492 477 485 388 382 319 2866 1739 105 1634 1127 1619 140 80 60 1479 55 1424 1382 159 154 1223 120 41
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 2 0 2 0 0 2 1 0 2 1 1 0 2 2 0 2 1 1 0 1 2 1 2 1
split_gain=0.0239325 0.184439 0.105126 0.102553 0.0793391 0.0390596 0.0564163 0.311746 0.159898 0.130737 0.099189 0.0584534 0.12768 0.0504323 0.0425445 0.0555772 0.0396708 0.182378 0.205664 0.141461 0.0718729 0.0643416 0.153694 0.240494 0.170425 0.277529 0.100906 0.160162 0.050037 0.476123
threshold=0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.5054040298000001 33.151194885250007 0.38906020780000011 0.55832160710000012 30.317390213800007 0.38052752915000004 0.32388251845000005 0.39672464895000009 48.778770352700008 41.827117825850003 0.43513667255000005 44.421469061800003 0.39193437325000008 0.39162001140000008 0.5098649741000002 0.35471991855000007 47.927946529500012 0.35862698720000002 43.631818398850008 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 11 -8 -9 10 -10 12 14 -11 15 -7 17 -13 19 20 -19 28 23 24 25 -23 27 -27 -18 -30
right_child=5 -3 -4 -5 -6 6 7 8 9 13 -12 16 -14 -15 -16 -17 21 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.034155003894001286 0.013586412386957736 -0.087414414204668112 -0.10103576291788396 0.10180653576071544 -0.10122989691285565 -0.10108934460018176 -0.11260266024141902 0.10238365753127646 0.063599010980649656 0.10297768828672223 -0.10305045038029617 -0.010426621662050375 0.052744515761721858 -0.10033882418468323 -0.10653473875711075 0.10037478356094882 -0.00019682396945719475 -0.00015437595331566968 0.10474917855606701 -0.070629214515657457 0.075957244856572209 -0.10268496011581862 -0.104541884115535 0.061534279674985592 -0.083608705740657041 0.10146078442437129 0.10167763751334136 -0.10078907974831469 -0.11447447126965425 0.021344040673517403
leaf_weight=0.15110458643175562 2.116749213775619 0.24799344618804753 0.060781808570027351 0.15812384337186813 0.060663910836638024 0.028941218551259307 0.27270315727218886 0.16164272406604141 0.045944473706185818 0.084912732243537903 0.16041834446525627 1.4192877390160128 0.099645201391439286 0.014247092564119157 0.17664405730057098 0.025989711284637451 120.85623285628016 0.24961940596313048 0.36824502423405647 0.15931110312521923 0.24667377211153507 0.16862663424399105 0.19102301357193585 0.35549943551450269 0.40764247428887757 0.073607910424470901 0.1938784159719944 0.083652607081603492 0.27842350315768216 3.5373474735067703
leaf_count=13 16 35 10 3 119 48 13 5 2 1 83 13 120 164 41 3 2660 49 4 27 7 37 218 6 34 3 4 62 10 224
internal_value=1.54469e-05 -0.0187151 0.0208438 0.0408714 -0.00462781 0.000111912 -0.000108065 -0.0276429 0.0219515 -0.0206027 -0.0659477 4.99567e-05 -0.0419054 0.0737656 -0.0826327 -0.00576974 0.000158026 0.0127791 0.0449475 0.0113576 0.0376756 -8.64137e-05 -0.0208573 -0.00839681 -0.0352032 0.00276034 0.0533981 -0.0061233 0.00015915 0.0114338
internal_weight=132.456 0.678668 0.430674 0.369892 0.211768 131.777 129.66 0.739869 0.467165 0.305523 0.206363 128.92 0.33122 0.0991598 0.231575 0.0549309 128.589 2.44314 1.02385 0.655604 0.496293 126.146 1.47393 1.28291 0.927408 0.519766 0.351139 0.157261 124.672 3.81577
internal_count=4034 180 145 135 132 3854 3838 268 255 250 85 3570 212 165 92 51 3358 100 87 83 56 3258 364 146 140 106 69 65 2894 234
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 0 0 1 2 2 1 1 1 1 2 2 0 0 2 2 2 0 2 0 0 1 0 0 0 0
split_gain=0.0207282 0.204102 0.0934029 0.129772 0.0177987 0.191216 0.516092 0.443615 0.324981 0.4088 0.300885 0.286759 1.04146 0.445164 0.432431 0.209906 0.0772585 0.255343 0.0665 0.13185 0.134115 0.107326 0.498262 0.19779 0.116445 0.137649 0.104152 0.0849987 0.0566502 0.810761
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 37.52517992975001 0.50086823750000009 0.50278434775000014 0.36575252235000005 37.137227079750012 36.491284729650012 0.36533337325000009 0.36575252235000005 0.36945001650000003 0.37668033890000002 37.311503175250003 35.509685375550013 0.52284362740000012 0.52366695610000014 38.400997490450003 38.748048509250005 39.011793722550003 0.54300769440000007 37.784765830350004 0.52889135055000014 0.48098859315000003 0.34398670700000006 0.53866650695000018 0.52366695610000014 0.5223196910500002 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 10 15 -8 -13 -14 16 -2 -15 -18 21 26 27 23 -23 24 25 -6 -20 -21 29 -22
right_child=4 -3 -4 -5 18 6 11 -9 -10 -11 -12 12 13 14 -16 -17 17 -19 19 20 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1018184165202706 0.0081354046313546983 -0.10972343167787457 -0.1009362265749838 0.065687695556206946 -0.0019629198378423199 -0.12624387960609024 0.047911180793738115 0.092054423820285503 0.095310082204704286 -0.088354030317056645 -0.052107568775115867 -0.19629586504468716 0.099266723323870654 -0.026938228232258738 -0.079256759316954473 0.092426144293150825 0.10439063622507834 -0.0012094590715127065 -0.04969382965841606 0.036607007534292239 -0.00012077487685331959 0.024672775909418153 -0.1207645696941724 0.052319658797235762 -0.012543735335401235 0.047634391397188947 -0.0044211961446031581 0.0023720464434425778 0.0034115603763512311 -0.069508064001984102
leaf_weight=0.054919482841568334 0.98136492684670817 0.17312836563905876 0.055049131624400616 0.29301886912435293 1.1941550324581833 0.37937693256026239 0.85193260014057148 0.62477149307960633 0.31221459731750645 0.55872232739625349 0.58001473732292641 0.29831005632877339 0.38410657661734138 0.92076795246612153 0.81836600924725633 0.4226849791011773 0.24367707967758168 3.7961616116168386 0.94190652710676603 1.6360591682896477 76.400908094316691 0.81394931390832403 0.33150055441757331 1.1857725140871478 1.8609352077710353 1.053010451737691 1.1034865907735705 1.3026625460136072 30.839274349197694 1.721917456445907
leaf_count=123 104 46 10 12 27 6 6 10 18 23 6 2 7 34 19 46 2 381 33 24 1322 24 62 15 45 16 29 38 1499 45
internal_value=1.25924e-05 -0.0189142 0.0200986 0.0392481 9.54762e-05 -0.00372263 -0.0125214 0.0157288 -0.000973865 -0.012796 0.00848147 -0.0066221 -0.0138123 -0.00497959 -0.0119084 0.0335109 -0.000797796 0.00516018 0.000449818 -0.000108901 0.000350996 0.0103366 -0.0174177 0.0163418 0.00595711 0.0212781 -0.0252693 0.0214315 -0.000217547 -0.00165015
internal_weight=132.134 0.576116 0.402987 0.347938 131.558 11.1725 7.6927 3.47977 2.855 2.54279 1.98406 7.31332 6.46139 6.16308 5.77897 1.40405 4.96061 4.03984 120.386 113.946 111.901 6.43932 1.14545 5.29387 4.1081 2.24717 2.04539 2.93872 108.962 78.1228
internal_count=4034 191 145 135 3843 664 457 207 197 179 156 451 445 443 436 150 417 383 3179 2990 2928 189 86 103 88 43 62 62 2866 1367
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 2 0 0 1 1 2 2 1 2 1 0 0 0 2 2 1 1 2 1 1 2 1 2
split_gain=0.0245095 0.149259 0.0326398 0.0455287 1.001 0.178579 0.273422 0.144317 0.116673 0.0894393 0.0699527 0.130187 0.163204 0.0713541 0.125901 0.18152 0.0650374 0.0456248 0.0413592 0.062166 0.0393375 0.239348 0.370619 0.69642 0.0635687 0.429168 0.473343 0.270657 0.233013 0.0848345
threshold=0.31060447290000009 0.39606598605000004 0.31100865245000009 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.5054040298000001 0.32388251845000005 0.34219035360000005 35.171584490050009 44.421469061800003 0.39193437325000008 47.709122305950011 0.35862698720000002 0.55832160710000012 0.45994131915000008 0.45798030000000006 43.631818398850008 43.680097826700013 0.34524415440000006 0.34527409360000011 43.084235337800003 0.34623214870000002 0.34527409360000011 43.157831852650006 0.39408999735000005 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 10 -5 -6 -7 -8 9 -9 -4 12 -12 20 15 16 -15 -10 19 -14 24 -22 -23 -24 29 26 -26 -27 -29 -13
right_child=2 -3 3 4 5 6 7 8 17 -11 11 13 18 14 -16 -17 -18 -19 -20 -21 21 22 23 -25 25 27 -28 28 -30 -31
leaf_value=0.019063805331650682 0.012462455313326291 -0.081602598130419243 0.018844214921607618 -0.26534737542077508 0.046930078235115198 -0.1116709952710904 0.10185004183805835 0.059581090317870414 0.10267716811991984 -0.10275627561754293 0.056853006290980529 0.00015486525412064327 -0.10267932225957171 -0.017226545112955179 -0.10415454354761347 0.03064440048522675 -0.10337804390208544 -0.10030768435247291 -0.10924055197001964 0.013521730910899268 0.099769483306053702 -0.11294463202218341 0.10792227329378455 -0.010244186482520668 -0.0041728500863357368 -0.037522983458009362 -0.087976037585164826 0.058970515742560216 -0.0025220297370297153 0.025716829874549915
leaf_weight=0.38152770302576655 2.1040787302190429 0.23990595665600267 1.9620434698167617 0.14679346210323174 0.65622233961039433 0.2410118686966598 0.1468539835914271 0.044240112416446209 0.076790429651737213 0.14574665487555194 0.11129487579637398 112.89713917156831 0.092713135254598456 0.16020007981569406 0.17315906922166846 0.46652690414339304 0.19342982945818221 0.012939026239337181 0.21950431031291373 0.091454327732208185 0.27703762015880729 0.25467382540227879 0.61675362288951907 2.606740165368592 1.6239506686106318 0.76167136978324412 1.1521870343967746 1.3370450945153609 1.1430142653643995 1.313431062748349
leaf_count=145 16 35 122 5 12 9 5 2 1 83 51 2532 34 24 215 9 93 164 34 7 12 8 3 209 24 26 34 33 54 33
internal_value=1.39254e-05 -0.0197987 0.000107891 -9.3738e-05 -0.0175884 0.00988503 -0.0265297 0.0215751 -0.02057 -0.0649546 0.00010812 -0.000184816 -0.0503614 2.19363e-05 -0.0266732 -0.0103147 -0.06435 0.0734067 -0.0799211 -0.0449759 0.000235809 0.0103146 0.00318946 0.0123647 -7.89903e-05 -0.0100963 -0.0389539 0.0146167 0.0306297 0.00044883
internal_weight=131.65 0.621434 131.029 128.925 1.4706 1.3238 0.667582 0.42657 0.279716 0.189987 127.454 125.492 0.514967 124.977 0.993316 0.820157 0.35363 0.0897295 0.403672 0.184167 123.984 3.75521 3.47817 3.22349 120.228 6.01787 2.77614 3.24173 2.48006 114.211
internal_count=4034 180 3854 3838 281 276 264 255 250 85 3557 3435 126 3309 341 126 117 165 75 41 2968 232 220 212 2736 171 58 113 87 2565
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 0 0 0 2 0 1 2 2 1 0 0 1 0 0 0 1 0 2 0 1 2 1 2 1 0
split_gain=0.0186783 0.0361789 0.146077 0.0417729 0.0286522 0.0851178 0.165662 0.123751 0.0771124 0.1139 0.0945933 0.135981 0.0488246 0.109089 0.0485624 0.0371972 0.250387 0.0897582 0.0957772 0.113378 0.105232 0.521329 0.492806 0.240901 0.184973 0.136413 0.115087 0.110371 0.917268 0.101373
threshold=49.283271594150008 0.39718870690000002 49.835088602800006 50.448116877400004 47.927946529500012 0.39672464895000009 0.51857728810000003 0.53242417890000004 44.421469061800003 0.37331217625000007 0.39162001140000008 47.709122305950011 45.295823381400005 0.34656148020000005 0.53544804050000006 0.47700667645000011 0.34551360740000009 0.47709649410000005 0.47721625100000004 0.47754558250000007 0.34515433670000012 0.4815274992000001 40.636252116050009 0.4778150355000001 0.34527409360000011 41.50623664750001 0.34521421515000011 43.525909308350002 0.34674111555000003 0.53544804050000006
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -7 -8 15 -10 12 -12 13 -11 -9 16 -1 -17 -19 -20 21 22 -21 -22 26 -23 -25 -26 -29 -30
right_child=1 2 3 -5 5 6 7 14 9 10 11 -13 -14 -15 -16 17 -18 18 19 20 23 25 -24 24 27 -27 -28 28 29 -31
leaf_value=-0.0033284120342934654 -0.0017539796490097911 -0.10445278619672441 0.048074210519637374 -0.10017553161911025 -0.002515102024141003 0.05005048880502018 -0.083428214210069768 0.060982164427261225 0.064313014641215485 -0.1015059823353765 -0.10569444842257046 0.046541456991346486 -0.10622587184897861 0.039040887224574661 -0.017516559341482097 0.028268854014623725 -0.10456349905645726 -0.027619306165277958 0.022392291456837049 0.0016146488452712362 0.041302550110854298 0.028187185660090704 -0.04597599149067394 0.0049516240737674478 0.00015828464348130526 -0.001938082376332678 0.033995893192863967 -0.16569571082083301 0.023619528660551958 -0.016723478005575519
leaf_weight=5.9112442729877008 0.89048246480524429 0.17218011578529513 0.13969410672734739 0.022000018975745661 2.6834893446648485 1.0295623470956341 0.19059912627562869 0.14566797489533201 0.11033537262119253 0.12667787826103449 0.083771758011806696 0.19584190269597457 0.22387686000729445 0.097908368159551173 0.1717030711456573 1.1488988697528828 0.25484753351246059 1.2262759930454183 2.3132637725211671 4.1249368498101813 1.475852140225469 3.3471877500414839 4.604933644819539 2.9377015929203472 89.554793155246074 2.7283191308379173 2.5472421869635582 0.3745291256345803 1.1678660065608713 1.3346623207999071
leaf_count=564 4 37 23 191 30 19 4 5 3 41 176 11 114 10 40 19 111 17 22 29 19 20 44 23 2191 25 20 9 64 149
internal_value=1.39258e-05 -0.0122797 -0.0403531 0.0279034 0.000129609 0.00823379 0.0269941 -0.0197371 -0.000142117 -0.0303682 -0.0447166 0.000931849 -0.073178 -0.0402346 0.018513 6.05331e-05 -0.00751251 0.000453312 0.000181884 0.00047449 3.051e-05 -0.00783472 -0.023489 0.0012021 0.000597688 0.0146589 0.01844 -0.00046108 -0.0197402 0.00210357
internal_weight=131.336 1.22436 0.333874 0.161694 130.112 4.22102 1.53753 0.50797 125.891 0.838412 0.728077 0.279614 0.448463 0.224586 0.317371 125.053 6.16609 118.886 117.738 116.511 114.198 14.8054 8.72987 99.3926 97.9168 6.07551 5.48494 92.4319 2.87706 2.50253
internal_count=4034 255 251 214 3779 98 68 49 3681 355 352 187 165 51 45 3326 675 2651 2632 2615 2593 118 73 2475 2456 45 43 2413 222 213
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 0 2 1 1 0 2 0 1 2 1 1 0 0 1 0 0 2 2 2 0 2 0 1 0 1
split_gain=0.0221919 0.177538 0.0821382 0.117824 0.0190098 0.459517 0.396421 0.255286 0.183908 0.574995 0.131583 0.348122 0.301428 0.161765 0.22486 0.353725 0.181524 0.182106 0.245104 0.30296 0.136723 0.134243 0.341363 0.274094 0.322538 0.30352 0.131243 0.294967 0.128612 0.124569
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 0.39587138110000003 0.53475943835000017 36.728658719300007 0.39408999735000005 0.39091643965000006 0.53043322055000008 40.844669808050007 0.53749887730000012 0.4025178887000001 40.377444152000002 0.42039160505000012 0.43287626120000006 0.53833717555000005 0.5398790455000001 0.42039160505000012 0.54136103710000005 0.54300769440000007 38.625745710700009 37.627645350900004 38.903925214650009 0.54562737640000014 39.952536079750011 0.56065686655000013 0.44805544745000009 0.56859076075000015 0.42651417625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 8 -2 -10 13 -12 -13 16 -15 -16 -7 -18 20 -20 -19 22 -21 -23 -25 28 -27 -28 -26 -14
right_child=4 -3 -4 -5 5 10 -8 -9 9 -11 11 12 29 14 15 -17 17 18 19 21 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.10177831121191064 0.0005238601149561902 -0.10894487184213889 -0.10086047085255995 0.06282547093014311 0.046377188494708586 -0.040079298648192388 -0.09510078527401665 0.034292232781707246 -0.10565969469862771 0.025545167135230709 0.059350012072239638 -0.0526174165514166 0.016469497326267551 0.001499241365180926 -0.10495709859200431 -0.018462618911674351 0.027143501179938974 -0.050394591212193418 0.10579265915272246 0.0030684149765451874 -0.0082949459588451575 0.089399386825614033 -0.10996467930348529 -0.09228218993264202 -0.037716437000006264 0.10382301493928657 0.10311221337520698 -0.10705990768866291 0.017987855862035908 -0.0039217553225158446
leaf_weight=0.051893096932729033 95.251354174268016 0.15867022730890312 0.050670318305492401 0.26843444770202041 0.25391151463373762 1.0258055310696423 0.9002472571587532 2.2216407834348493 0.63634371861416983 0.70303065075131599 1.1811489552492265 0.91730570470099237 6.3525798507084783 2.0657814666628829 0.67215848807245526 1.594233579356114 2.5822127573192111 1.2706767393974572 0.31167073547840107 1.4349369337163791 1.9632966710887556 0.44300620293631743 0.32831188092586661 0.30521556641906533 0.74018637605331628 0.45325379027053703 0.16166244447231293 0.113770440877488 0.94193583878984555 5.6696486454553678
leaf_count=123 1740 46 10 12 18 15 325 38 98 24 11 28 107 10 10 52 16 16 2 310 52 12 93 8 43 4 2 63 66 680
internal_value=1.0946e-05 -0.0204166 0.0174456 0.0361596 9.38594e-05 -0.00203764 -0.063976 0.000777297 6.43476e-06 -0.0367909 0.000303981 0.00738093 0.00263708 -0.00578638 -0.0223639 -0.0441148 0.000160719 0.00389628 -0.00319274 0.0101806 -0.0248365 0.0041266 -0.017978 0.0164646 0.00456828 0.0168298 0.07074 0.0162984 -0.00652377 0.00685304
internal_weight=131.025 0.529668 0.370998 0.320328 130.495 31.683 1.15416 98.8124 96.5907 1.33937 30.5288 14.1207 12.9395 16.4081 4.33217 2.26639 12.0759 11.0501 8.46792 5.23395 3.23397 4.92228 1.76325 3.15903 2.71602 2.41081 0.728687 0.275433 1.68212 12.0222
internal_count=4034 191 145 135 3843 1943 343 1900 1862 122 1600 826 815 774 72 62 702 687 671 603 68 601 403 198 186 178 69 65 109 787
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=1 0 2 1 2 0 2 0 2 0 0 1 2 1 2 1 0 0 2 1 2 1 2 2 1 0 0 0 0 1
split_gain=0.0235814 0.118186 0.0757171 0.0280107 0.0458596 0.760579 0.142184 0.263302 0.124704 0.102093 0.077711 0.0626346 0.0608183 0.117827 0.153354 0.0559909 0.0408883 0.0398506 0.18008 0.487364 0.445962 0.0954734 0.657262 0.288619 0.215578 0.158586 0.0730508 0.0776335 0.0922919 0.0865223
threshold=0.31060447290000009 0.39606598605000004 44.952171034750002 0.31100865245000009 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.5054040298000001 0.32388251845000005 44.421469061800003 0.39193437325000008 47.709122305950011 0.35862698720000002 0.55832160710000012 0.47700667645000011 42.488347682450005 0.34515433670000012 41.289992964000007 0.34398670700000006 39.110279783550006 38.179089776100007 0.34488488370000009 0.46898296455000005 0.47709649410000005 0.47721625100000004 0.47754558250000007 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 11 -6 -7 -8 -9 10 -10 -5 17 14 15 -14 -11 18 20 -20 21 22 25 -23 -25 -13 -19 -28 -29 -30
right_child=3 -3 -4 4 5 6 7 8 9 16 -12 12 13 -15 -16 -17 -18 26 19 -21 -22 23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.10160890543626085 0.011616100545957589 -0.07542005136396368 0.034711658541774819 0.017941444343067988 -0.22869267394943443 0.042082832906336048 -0.11103545431315165 0.10125540969161168 0.057386296390728689 0.10242691442150149 -0.10237103639816308 -0.012321195948665625 -0.019898819101256838 -0.10411282721447734 0.028988052594983223 -0.10286654569208163 -0.10031920484901341 0.025595533709962339 0.066388917861866292 -0.10405472500755686 -0.1082913803868036 -0.053305734801501359 -0.11668597343831122 0.098610467341841868 0.0063568655536456299 0.048363008521240897 -0.024830514198450521 0.020288270351553558 -0.007118908988026711 0.0010910961071614147
leaf_weight=0.047029116845350383 2.0776464723749077 0.23217782025312772 0.30491210101172328 1.939359514976785 0.15268084907438506 0.61216890350624431 0.22852391796186566 0.13656028723926283 0.040328980423510075 0.069953195750713348 0.12427503478920698 1.2000914571420933 0.16208619414828618 0.15880227141607861 0.44055883539840579 0.16327443307091016 0.01159592196563608 1.1401517316699017 0.78500429865380272 0.21335740441679718 0.47782354385526549 0.45248955928715862 0.53005216894234752 0.4126376431668175 0.65598314436113014 0.67165307991672296 1.229989526560529 2.2930224840529254 14.752776470442766 98.814791226016041
leaf_count=123 16 35 22 122 5 12 9 5 2 1 83 68 38 215 9 93 164 19 33 73 60 75 31 6 72 11 17 22 118 2475
internal_value=8.0115e-06 -0.0200395 0.0164954 9.81256e-05 -8.90198e-05 -0.0182459 0.00801776 -0.0260992 0.0246175 -0.0178996 -0.0632295 0.000108504 -0.000169162 -0.0257193 -0.00946556 -0.0615342 0.0735973 2.19474e-05 -0.00837963 0.0299638 -0.0170783 -0.00596827 -0.0183833 0.0136348 0.0419797 0.0094546 0.000405611 0.000160328 0.000425634 2.45912e-05
internal_weight=130.532 0.584119 0.351941 129.948 127.87 1.37609 1.22341 0.611237 0.382713 0.246153 0.164604 126.494 124.555 0.924722 0.765919 0.325361 0.0815491 123.63 5.39909 0.998362 4.40073 3.92291 2.4018 1.52111 1.06862 1.87174 118.231 117.091 115.861 113.568
internal_count=4034 180 145 3854 3838 281 276 264 255 250 85 3557 3435 355 140 131 165 3080 429 106 323 263 110 153 78 79 2651 2632 2615 2593
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 1 2 2 2 0 0 2 0 0 0 1 0 2 2 2 0 0 1 1 0 0 0 2 1 2
split_gain=0.0231282 0.156233 0.074017 0.0990286 0.0266013 0.0836749 0.0481999 0.0778041 0.0789866 0.107879 0.0718784 0.0502143 0.24207 0.282684 0.288927 0.144651 0.0797613 0.407098 0.0399634 0.187549 0.0746064 0.536264 0.530444 0.309907 0.16998 0.159062 0.175798 0.138847 0.0858795 0.405946
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 0.3055746834000001 33.151194885250007 0.38906020780000011 34.883496062400006 35.171584490050009 35.879804895950009 0.50086823750000009 0.54562737640000014 37.198331469900005 0.5296248615500001 0.52284362740000012 0.50410167360000013 0.44670818240000004 0.50008981770000005 36.491284729650012 39.420767558750008 39.525197829750006 0.54228915300000013 0.54386096225000014 0.40667944075000007 0.43590012275000006 0.56065686655000013 0.53866650695000018 0.52812790035000023 39.256147742250008 0.38780276035000005 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 10 -8 9 -9 -6 12 13 14 16 -14 17 -10 20 -20 25 -22 -23 -24 -25 26 27 28 -13 -30
right_child=4 -3 -4 -5 6 -7 7 8 11 -11 -12 18 15 -15 -16 -17 -18 -19 19 -21 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.1009297207778386 -0.060321266235072918 -0.10820831843464961 -0.10080538430651331 0.05845318365698822 0.04214382608003913 0.049553948136317104 -0.021477513889191831 0.053550752934577832 0.086376472684078248 0.0015094099250006082 -0.0074270083997060587 -0.0031933397390421004 -0.10805473080189774 0.056328809525511683 -0.060298260801005137 0.042807820135759497 0.025472611860720459 -0.061911714092951403 -0.035134409313199381 0.00010723504973046184 -0.12045034987411857 0.10868132979153783 -0.1034688233926806 0.063699994160152651 -0.01053808880128798 0.031342774089150136 -0.031748359511522037 0.039890805787035577 -0.025137371999843318 0.051238865306305087
leaf_weight=0.046161802634968718 0.23623939943666883 0.14637279035287065 0.047478834167122841 0.25067895186293754 0.66157990305987258 0.098087894644578455 1.6688883143255555 0.6536612138406771 0.26889679185477922 1.0197165518748361 0.52435346209745148 6.2877120707826197 0.35920857754263114 0.6649090212813461 0.97410515894989647 0.077218732213346186 1.0321648567914961 0.59431993480598067 1.5327807541780192 101.98849334645362 0.38017807900905554 0.42815618216991458 0.32085171423386816 0.36839237436652217 1.8946135421965378 2.4141905009746543 1.2850947625120159 1.1712807193398465 1.238127623088076 1.5890695722773669
leaf_count=111 58 46 10 24 56 120 32 24 38 38 69 129 51 20 16 58 8 31 47 2727 6 2 53 4 146 10 36 14 34 16
internal_value=4.10488e-06 -0.0216653 0.0151248 0.0336675 8.6066e-05 -0.0280851 0.000158852 -2.67679e-05 0.000256131 0.021838 0.0202264 -3.30874e-05 -0.0110982 -0.00242202 -0.0160356 -0.081362 0.00671259 -0.0157191 0.000330337 -0.000414568 0.00476784 -0.00853642 0.00558942 -0.0114933 0.00154705 0.00799481 0.00312357 0.00748026 0.00331545 0.0177911
internal_weight=130.223 0.490692 0.34432 0.296841 129.732 0.334327 129.398 128.212 126.543 1.67338 1.18593 124.87 3.97082 3.5344 2.86949 0.436427 1.89538 0.863217 120.899 103.521 17.3777 3.39219 3.01201 2.58386 2.26301 13.9855 11.5713 10.2862 9.11491 2.8272
internal_count=4034 191 145 135 3843 178 3665 3540 3508 62 125 3446 222 113 93 109 77 69 3224 2774 450 211 205 203 150 239 229 193 179 50
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 1 0 0 1 1 2 2 0 2 0 2 1 2 2 2 2 0 1 1 0 0 2 1 2 0
split_gain=0.0162581 0.168729 0.337156 0.28323 0.177396 0.163517 0.24978 0.150836 0.227408 0.278978 0.14755 0.806747 0.775506 0.5636 0.28369 0.23956 0.20284 0.236029 0.234755 0.62806 0.19733 0.232501 0.249916 0.365522 0.216487 0.201721 0.175049 0.157947 0.299206 0.143843
threshold=0.47976108500000009 0.34566330350000002 41.942745071500006 0.47916230050000003 0.4784437592000001 0.34554354660000003 0.47943175355000006 0.47883296910000012 0.34587287805000005 0.35807311160000005 41.872294782850005 41.806790701050012 0.47754558250000007 42.434124620650003 0.4784437592000001 42.47354681640001 0.34398670700000006 48.457543166250012 42.686561923500008 42.719328117250008 40.377444152000002 0.47700667645000011 0.34548366815000003 0.32388251845000005 0.47700667645000011 0.47464147780000004 41.32819714970001 0.34219035360000005 48.226196960950006 0.47997065955000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 -3 6 10 8 -4 -10 11 14 13 -12 20 -15 17 27 -18 -20 24 22 23 -22 25 -1 -23 28 -17 -2
right_child=29 2 3 -5 -6 -7 -8 -9 9 -11 12 -13 -14 15 -16 16 18 -19 19 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033202745256466475 -0.03558121853344088 0.032595980586261362 0.050110479818547042 -0.11223683704839088 0.10494794005483266 -0.028027270179895737 0.028708923480930654 0.10263573025622152 -0.10494306773543179 0.042685740163355718 -0.11703594533732853 0.10042373320457687 -0.12180151215642138 0.074146481239092968 -0.039769899159285776 -0.049634289484919991 -0.10929096706330584 -0.0037747980040417372 0.11024827557831728 -0.10437868486004337 0.051720376587193445 0.034592642013104136 0.020600027090416473 -0.11415506175548124 -0.036020439159481735 0.083241017714571763 0.004417105395400793 0.10671563384414398 0.10409462277983923 -0.00021585984954569927
leaf_weight=3.0023406682879172 1.1639605914242555 0.95918469123469596 0.4232507841188633 0.22920646192505945 0.5240095742046833 1.9822496995111567 3.0463734692893913 0.15132614970207214 0.33073311713633302 0.20882904829102245 0.41203050517094553 0.81645296933675027 0.60690522019285698 0.44822192657738913 1.7264495296403755 0.28385942925820007 0.35075615998357523 4.072179144131951 0.25496876239776611 0.29304887659964152 0.18226399836384899 3.6635969430208206 0.57546530663967133 0.48996563888113087 2.2073015756905079 0.2957358534913509 4.0449981018900871 0.34162153303623199 0.22854264080524445 96.551558139909162
leaf_count=217 15 66 28 6 22 20 24 2 34 90 55 11 30 6 18 155 11 50 1 64 34 18 2 84 20 8 24 2 2 2915
internal_value=4.68789e-06 0.00195527 0.0252891 -0.0110015 0.0581578 -0.000293773 0.00171678 0.0098252 -0.00476191 -0.0478057 -0.00166755 0.00343562 -0.0135677 -0.00374189 -0.001456 0.00369939 -0.00172139 0.00624936 -0.0454093 -0.0045221 0.00311795 0.0122763 -0.0277718 -0.0691807 -0.0117811 0.00444161 0.0187584 0.0540468 0.0189322 -0.000637122
internal_weight=129.867 32.1519 2.82654 1.34335 1.48319 29.3253 27.3431 1.11414 0.962813 0.539562 24.2967 17.0046 7.29213 6.68523 16.1881 6.2732 5.82498 4.9262 0.898774 0.548018 14.4617 8.95629 1.24769 0.67223 5.50538 3.29808 7.7086 0.854024 0.512402 97.7155
internal_count=4034 1104 248 160 88 856 836 154 152 124 812 436 376 346 425 291 285 209 76 65 407 162 120 118 245 225 42 159 157 2930
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 2 2 0 2 2 2 1 1 1 0 2 1 1 2 2 0 0 0 1 0 0 0 1 0
split_gain=0.0205812 0.135714 0.218461 0.133337 0.170164 0.125101 0.296137 0.411858 0.281706 0.266869 0.244138 0.23668 0.165608 0.314262 0.224306 0.379245 0.274745 0.23741 0.158268 0.258263 0.215619 0.197719 0.484694 0.390236 0.140817 0.317641 0.274575 0.140816 0.140118 0.115232
threshold=40.563919884450009 40.664404858950007 0.56188437470000008 0.39814676205000005 0.48386275860000011 0.39542229275000007 40.316494640950005 40.206947806850003 0.53544804050000006 36.728658719300007 40.377444152000002 40.137820134150012 0.39408999735000005 0.39072183470000005 0.37413550490000008 0.5231430197000001 39.525197829750006 0.39019789825000006 0.37003383130000006 39.952536079750011 39.792680591700012 0.47997065955000012 0.47883296910000012 0.48271009850000007 0.34515433670000012 0.4784437592000001 0.47817430615000006 0.47976108500000009 0.39971857130000005 0.5398790455000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 11 9 -7 28 12 13 14 18 16 17 -16 19 20 21 22 24 -23 26 -26 -1 -8 -10 -30
right_child=1 -3 -4 -5 -6 8 27 -9 10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0026085432203231834 -0.054482385594673138 -0.00028352284026985047 0.022890041413837679 -0.083711922838388811 0.028627321068359815 0.012775065248735227 0.011829407479218434 -0.040773345838706183 -0.065837797300246109 -0.10580694239909878 -0.044384258354911721 0.039740677687788273 0.039611585080559897 -0.052595392703493796 0.0031277536796804374 -0.013974560111942045 0.073337513414413594 0.055945804390808408 -0.039412508950328468 -0.036507183253923971 0.037153869432065549 -0.059911244068542271 0.076212208277436716 -0.00085372305470508771 -0.03527710778762199 0.11121198698509537 -0.07548766987897404 0.046050252660001068 0.019854681496681025 -0.0027938483331243335
leaf_weight=3.7789645388007944 0.66575408679500403 76.63185008035849 0.67540085354630708 0.57070992033379742 0.39106611907482147 0.29607589931037992 2.5953364833112564 2.1850730627775183 0.29971395432948966 0.52864724748644676 1.2799151042345318 1.7635527490638185 1.1216627583489742 1.0744603876628378 2.7466589929535976 2.6771628055721521 1.2438017330132423 1.2330527603626253 1.1549854786717322 1.8364177132334578 1.6650233976542939 1.3809950696304438 0.99494586791843165 5.8945490738915396 0.2697342730557678 0.32803976908326149 0.51108169928193081 2.2405402127187699 3.0996683752164236 8.160820626592594
leaf_count=217 68 2410 15 9 3 20 19 24 5 76 21 14 13 41 56 26 20 11 29 20 12 12 10 103 44 3 7 36 19 671
internal_value=5.42481e-06 -0.00100233 -0.0249213 -0.0447623 -0.0237284 0.00158497 0.00462639 0.00112653 -0.00658258 -0.063236 -0.00294372 0.00421175 0.00196691 0.000390765 0.00260467 0.016629 0.0323139 0.0194926 -0.00361498 -0.00113321 0.00324916 -0.00104107 0.0125911 -0.0120636 -0.000359315 0.0451115 -0.00669521 0.0276845 0.00164446 0.0034406
internal_weight=129.296 78.9348 2.30293 1.62753 1.05682 50.3609 36.696 31.8602 13.6648 0.824723 12.8401 29.6751 27.9115 26.7899 25.7154 7.90068 5.22351 3.97971 17.8147 16.6598 14.8233 13.1583 5.88277 7.27554 4.88782 0.597774 4.29005 4.83588 11.5602 11.2605
internal_count=4034 2505 95 80 71 1529 717 662 812 96 716 638 624 611 570 113 87 67 457 428 408 396 281 115 271 47 224 55 695 690
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 2 2 0 2 1 2 2 0 0 2 2 2 0 0 2 2 2 0 2 0 2 2 1 0
split_gain=0.0205776 0.206918 0.504136 0.226349 1.08236 0.166224 0.378227 0.165258 0.658175 0.340847 0.351655 0.161642 0.154614 0.110121 0.0768438 0.069953 0.212484 0.116426 0.257809 0.0955212 0.0645093 1.08289 0.631637 0.151924 1.81604 0.372673 0.195733 0.313929 0.210351 0.131058
threshold=0.34494476210000008 0.34485494450000004 0.34479506600000004 0.48244064550000004 0.4815274992000001 0.34509445825000007 41.289992964000007 40.377444152000002 0.47817430615000006 40.467253020850002 0.3447052483500001 38.969453495950006 41.385032804600009 0.47464147780000004 0.47464147780000004 48.457543166250012 40.750688432250008 48.226196960950006 0.43780126340000008 0.37331217625000007 41.319407281650008 41.32819714970001 41.289992964000007 0.47754558250000007 41.685324604100011 0.4778150355000001 42.719328117250008 42.434124620650003 0.35807311160000005 0.47916230050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -2 8 11 -9 13 14 -3 15 -1 16 -11 18 19 -18 22 -22 29 24 -23 -25 27 -26 -28 -7
right_child=5 12 -4 -5 -6 20 -8 9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 23 -24 25 26 -27 28 -29 -30 -31
leaf_value=-0.015613839460537593 -0.053368456445733563 0.042643835536750316 -0.069484643430003878 -0.028668527220770981 0.10894508783906182 0.015964289663252165 0.0074354588690447839 0.096851102490277632 -0.079015465639827781 -0.12118949508798467 0.060874258133681303 0.0347308609157089 0.0017175098353030304 -0.026504374983942154 0.037752376902483231 -0.0033652161837665405 0.032875860641626065 0.10369087624882521 0.065478386529232324 -0.076301168955058563 -0.15594383089257674 -0.29408067211050126 0.081525028839585026 0.053428280979458079 -0.020565595415975066 -0.0011692262953637671 -0.10449422114701 0.055213141458493223 0.036040470193491707 -0.00046606336567142794
leaf_weight=2.1893170753231832 1.8770829372424476 2.0525781821779669 1.0325984593924449 2.0309246256947509 0.97083526849746782 5.3560292432534018 2.2484796082717367 0.41218838002532532 1.2097365893423555 0.093009669479215407 0.94331196029088449 1.2744965218007562 1.6774907859216908 1.6780710811653987 0.30774939048569638 4.076459652511403 0.11578438308788441 0.20761473476886749 0.53211207146159722 0.26029695785962303 0.45579946227371593 0.22798420393519281 0.9927679854517909 1.2896609054878343 1.2604353989572707 40.866352506331566 0.32213843218960381 0.96540582236411854 0.15911409998500403 51.874466200528289
leaf_count=166 15 30 16 23 5 144 28 5 12 14 15 26 17 24 6 50 13 2 41 186 13 5 18 19 39 1522 71 19 79 1411
internal_value=1.37009e-05 0.00287258 -0.00172496 0.00256709 0.00701228 -0.00054444 -0.0202296 -0.000428239 -0.0148333 0.00819744 0.00357577 0.00575331 0.0242384 -0.00418635 -0.00903675 0.0028996 0.0240262 0.0361309 0.0206866 -0.0426888 0.000238178 -0.00258081 0.00244342 -0.00103056 -0.0230288 0.000501052 -0.000201535 0.0123016 -0.0580299 0.0010716
internal_weight=128.96 21.0646 17.3345 16.3019 14.271 107.896 4.12556 13.3001 4.9813 8.31885 7.90666 3.77156 3.73007 6.96335 2.49707 5.28528 1.20882 1.11581 0.908193 0.376081 103.77 45.5469 58.2233 45.0911 2.93508 42.156 2.70709 2.22584 0.481253 57.2305
internal_count=4034 651 604 588 565 3383 43 560 210 350 345 198 47 330 172 306 256 242 240 199 3340 1767 1573 1754 213 1541 208 58 150 1555
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 2 2 2 0 2 0 2 2 0 0 2 2 1 1 1 1 2 1 0 2 1 1 0 0
split_gain=0.0222457 0.182561 0.0975247 0.211596 0.0945817 0.0842529 0.93112 0.544009 0.46044 1.42001 0.464844 0.403823 1.47918 0.403258 0.312251 0.262223 0.247976 0.265624 0.250334 0.297044 0.221405 0.195875 0.167983 0.118106 0.218475 0.710038 0.16361 0.705204 0.414932 0.574631
threshold=41.218101594450012 41.147265497500008 41.289992964000007 0.4784437592000001 41.319407281650008 0.34512439750000007 41.32819714970001 41.436838994450007 42.233786329550007 0.47754558250000007 41.571132012400007 0.47754558250000007 41.481306584950012 42.865207177650007 0.4778150355000001 0.47997065955000012 41.741384785950011 41.770271989050009 0.34536391125000004 0.34545372890000009 0.34584293880000011 0.34587287805000005 44.756878345700009 0.34569324270000007 0.47961138885000004 42.47354681640001 0.3459626957000001 0.34608245260000009 0.48306936920000004 0.48537468940000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 7 -7 -6 9 10 -9 12 -8 15 -13 -10 -14 -18 -19 -20 -21 -22 -23 24 -16 -26 -25 -28 -29 -30
right_child=2 -3 4 -5 5 6 11 8 13 -11 -12 14 16 -15 23 -17 17 18 19 20 21 22 -24 26 25 -27 27 28 29 -31
leaf_value=0.00051822844310412026 0.013034560274825528 0.0367117839866953 0.02685058142143823 -0.036929064823369266 0.053542382239291059 -0.14965953082004146 -0.32016707369868813 0.10849739249452911 0.0084611563388791687 -0.098845888227895001 -0.0071147941464416555 0.049841878051563204 -0.11992211630281863 -0.0017186677824490633 0.010890473042948066 0.087354006586636279 0.10346824075559874 -0.10678727784762808 0.059374114367914357 -0.1119863577387249 0.10234557300629191 -0.1050979159017333 0.03730291043174979 0.016951324738000758 -0.068031242372103298 0.0022637129391197513 -0.076610628037555889 0.048811598712933092 -0.078394032459026625 0.0018737458133515962
leaf_weight=64.713778495131393 1.3912564202692004 1.4242935308175209 1.2500830780973036 2.1691790255608794 2.0403878039123802 0.42884297855198283 0.17801886796951238 0.55272755068653923 0.74403328925882284 1.6529133041622115 0.937909586239698 1.2465388784185041 0.21549062419217069 6.1296842410838508 3.1618330188794044 0.97129397839307785 0.19593194127082814 0.27388939901720721 0.48985873331548624 0.27579611331384513 0.13543212413787842 0.18185057090340706 0.15215065580559894 5.9420242167543647 2.1562775599304587 4.3071896526962519 1.1907928190194095 1.7712021793704504 0.93068730179220693 21.389654997919862
leaf_count=1801 13 31 21 36 11 13 3 7 51 26 50 19 7 223 34 3 2 41 10 35 2 53 56 88 28 52 10 40 7 1261
internal_value=1.94985e-05 0.00129766 -0.00133387 -0.0174056 -0.000362396 -0.000952457 -0.00301811 0.00612228 -0.00268282 -0.03502 0.0357542 -0.00159517 -0.0444092 0.0102749 0.000539031 0.0531338 -0.0188468 -0.00607142 -0.0202945 -0.00111413 -0.0408746 0.000904121 -0.0402288 -0.000965459 -0.0106501 -0.0211874 0.00201994 -0.00148933 0.00222375 -0.00147317
internal_weight=128.601 66.1381 62.4629 3.56044 58.9025 57.6524 44.6235 13.0289 10.9886 3.14355 1.49064 44.1946 2.09842 7.84501 42.0962 1.71533 1.9204 1.70491 1.50898 1.23509 0.745229 0.469433 0.334001 40.8497 9.6253 6.46347 31.2244 25.2823 24.0915 22.3203
internal_count=4034 1832 2202 49 2153 2132 1761 371 360 83 57 1748 209 277 1539 54 206 199 197 156 146 111 109 1520 114 80 1406 1318 1308 1268
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 2 0 1 0 2 0 1 2 2 2 2 1 1 1 2 1 2 0 2 0 0 2 1
split_gain=0.0201178 0.208648 0.1737 0.533374 0.979461 0.269597 0.577834 0.406981 0.168934 0.0996845 0.281028 0.539311 0.165692 0.107553 0.0790467 0.767138 0.272253 0.24124 0.155204 0.375256 0.125603 0.513002 0.556786 0.409441 0.434656 1.01194 0.817549 0.3511 0.62964 0.238691
threshold=0.48537468940000006 0.48386275860000011 0.49053920540000012 0.34521421515000011 0.34739977845000009 41.481306584950012 40.241071441700008 42.047301293400004 0.4871261339500001 0.35275889945000011 0.49787431515000008 38.478081868400004 0.49485045360000007 0.35862698720000002 43.047778594550003 42.824128352900011 44.169240047700008 43.631818398850008 0.34527409360000011 0.34623214870000002 0.34560342505000002 41.872294782850005 0.34551360740000009 42.536568606950006 0.48119816770000007 40.280372415600006 0.47997065955000012 0.47961138885000004 42.434124620650003 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 5 -4 -5 6 -2 -7 -8 12 11 -11 -6 -12 15 20 17 18 -16 -20 21 22 -1 24 25 26 -22 28 -23 -27
right_child=2 -3 3 4 9 7 8 -9 -10 10 13 -13 -14 -15 16 -17 -18 -19 19 -21 23 27 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.003673490988960461 -0.018681138093179808 -0.03644035325530539 0.11334466647878079 -0.093277930283730964 -0.0041117484835481305 -0.033859801289673599 0.10306397802860984 0.023529509881128882 0.042537477729791842 0.012062668415108575 0.044131059670962487 -0.16311445091161975 0.03750191183724956 -0.00036813162257213941 -0.0065158683459540599 0.061180106614585256 0.0037617413027771157 -0.1076842550800822 -0.123276821224519 0.033729705082285739 0.015912579803101991 -0.11436612108041966 -0.052730175017356898 0.052280300368784907 -0.016490827726805577 0.062329475697362836 -0.16630626623405481 -0.071142941548205746 0.0097798714765127744 0.015135877220328071
leaf_weight=27.37771286352103 1.0869724661461133 1.645707772579043 0.40766144078224797 1.1390163116157044 1.9858151720836752 2.0205576941370964 0.93560044933110453 3.1811925410924005 0.90930023789405823 0.41070763696916301 0.54865550831891496 0.30719937288165511 1.8465273184701798 54.125078495798896 1.621670908221631 2.0408402794460008 5.1445627997927659 0.39552182537136094 0.40573832918016695 0.24363605098221797 0.52268624683307319 0.50335776019608092 1.8696621349081386 1.7167247947545536 6.8864153628935583 2.501692454185104 0.46551054716110229 1.7587293754331765 2.1686039285841616 1.8748541441418636
leaf_count=509 11 30 2 17 13 21 22 31 18 23 23 20 30 2427 61 48 201 57 37 23 47 65 25 72 35 19 8 23 55 61
internal_value=2.02742e-05 -0.00133265 0.00118155 -0.000655292 -0.00142519 0.0149056 0.0391559 0.00123732 0.0732321 0.000341353 -0.00073778 -0.0628973 0.0159389 7.84215e-05 -0.000327796 0.00114232 -0.00967925 -0.0356107 -0.0230585 -0.0643702 -0.0014293 -0.00473588 6.7841e-05 0.00654322 0.000134193 0.0214748 -0.0699254 -0.0364457 -0.0136074 0.0421124
internal_weight=128.048 59.1436 68.9043 60.7707 60.363 8.13362 2.93187 5.20175 1.8449 59.224 55.3916 0.717907 3.83234 54.6737 57.4979 49.6868 7.81113 2.66657 2.27105 0.649374 47.6459 33.6781 29.2474 13.9679 12.2512 5.36474 0.988197 4.43069 2.67196 4.37655
internal_count=4034 1376 2658 2555 2553 103 51 52 40 2536 2493 43 43 2450 1346 967 379 178 121 60 919 677 534 242 170 135 55 143 120 80
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 1 0 2 0 2 0 1 1 1 2 1 1 0 1 2 2 0 0 2 0 0 2 2 1
split_gain=0.0248208 0.18707 0.339679 0.416635 0.286852 0.158449 0.247672 0.163743 0.131519 0.119198 0.102495 0.0962955 0.0833047 0.494106 0.397048 0.517929 0.579929 0.303803 1.10051 0.260565 0.258639 0.258517 0.796472 0.456878 0.176687 0.30484 0.294198 0.287409 0.216789 0.140324
threshold=42.283941020600004 42.006870117350005 41.919251152600005 0.50339810185000011 0.4025178887000001 42.456897412850005 0.34641178410000012 0.51401155655000019 42.488347682450005 0.53928026105000015 41.872294782850005 0.4815274992000001 0.34488488370000009 0.34485494450000004 0.34479506600000004 40.720231579350006 0.34452561300000012 0.34515433670000012 0.47961138885000004 0.34524415440000006 41.32819714970001 40.206947806850003 0.48200652675000005 0.47865333370000007 41.571132012400007 0.48028502140000007 0.49336846205000007 41.827117825850003 41.646178195200001 0.34503457980000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 11 6 -2 -8 -7 -9 12 -3 13 14 15 21 20 18 29 -19 -17 22 23 -1 -21 -26 -27 28 -28 -14
right_child=5 4 3 -5 -6 8 7 9 -10 -11 -12 -13 17 -15 -16 16 -18 19 -20 24 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.003528705659370981 -0.060754065744648526 -0.014507516079576061 -0.084471935202358281 0.029351725995266073 0.068440643920089916 0.036341726317708926 0.027853358095621641 -0.049075948532112147 -0.0010621219152845013 0.0024028600635606352 0.021131510101023678 0.017866045373316954 0.03370334715435646 0.071905682159445747 -0.058447878255588961 -0.055548137310460745 0.082242494310697148 0.026126878756137242 -0.085027441269122789 0.00026761626830459364 0.029376803235288532 -0.041440003124166708 0.11086689264016845 -0.077762519958184173 0.01963792117406693 -0.069496004540492706 0.0082912572850700594 0.080138728241549495 -0.10489792091803814 -0.0083503996190157463
leaf_weight=4.0041117509179518 1.1290439051590504 1.313125251365135 0.999778562135474 0.47406526405393379 0.96270920981260122 0.97375833737897011 0.97309799857612267 0.89020306221209444 27.166972501458758 0.90917165165228653 2.3541480633926986 3.059748217521701 1.4716082574304885 1.0887878516732605 1.0104302131337597 0.5872629804744065 1.6385383503511548 3.7386817928454539 1.9037655768916009 61.213506618274067 0.92104781995840312 1.7177427282949791 0.60864093899726857 0.83566507324576367 1.1917155552437173 1.524124898016453 0.44161374206487358 0.31035581976175308 0.27432056714269493 1.7218227392908145
leaf_count=198 37 37 35 35 48 28 8 21 1517 25 30 30 11 26 10 29 21 28 16 1584 28 29 4 9 34 10 28 6 47 65
internal_value=2.17305e-05 0.000830768 -0.00024742 -0.0478603 0.0190239 -0.00238621 -0.021272 -0.00519352 0.00023217 -0.0230652 0.000544987 0.00814463 -1.72127e-05 0.00756245 0.00137563 0.00723691 0.0410549 -0.00129216 -0.0248474 0.000455663 -0.00368884 -0.00761345 0.00305117 -0.0105075 -0.00102191 -0.0221158 -0.0416259 -0.000236389 -0.0350788 0.011029
internal_weight=127.41 95.3673 90.0317 1.47384 5.33558 32.0422 3.90152 2.77247 28.1407 1.79937 88.5579 4.37287 86.2037 12.4122 11.3234 10.313 3.14685 73.7915 5.0972 68.6943 1.50831 7.16616 5.44842 4.83978 64.9556 3.74213 2.55042 1.02629 0.715934 3.19343
internal_count=4034 2398 2283 70 115 1636 91 54 1545 46 2213 67 2183 354 328 318 78 1829 92 1737 57 240 211 207 1709 125 91 81 75 76
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 0 1 2 2 1 1 2 0 2 2 2 2 1 0 2 2 2 0 0 1 1 0 1 2
split_gain=0.0242907 0.130626 0.11174 0.403223 0.406576 0.302337 0.266275 0.265925 0.16362 0.206439 0.169164 0.194291 0.160747 0.111689 0.114327 0.199542 0.0991261 0.527721 0.258492 0.835452 0.336198 0.163324 0.131466 0.239916 0.0952841 0.0828305 0.0747186 0.385702 0.698446 0.420077
threshold=40.563919884450009 40.583589072600013 0.34569324270000007 0.48447651265000008 0.47997065955000012 38.478081868400004 0.47883296910000012 0.35738450945000005 40.377444152000002 39.861052345600008 0.34515433670000012 0.34452561300000012 40.00488309970001 0.47736594710000008 38.969453495950006 38.121007182500009 40.003678352300007 39.952536079750011 0.41853537320000006 0.55769288345000012 40.340071172300007 40.206947806850003 39.685256516350002 0.52432561900000019 0.57402472980000019 0.34398670700000006 0.34518427590000006 0.47754558250000007 0.34503457980000002 41.571132012400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 8 -5 9 10 11 13 -8 14 15 25 17 22 20 -20 -18 24 -9 -24 -21 -1 27 29 -29 -3
right_child=1 26 3 7 -6 -7 12 16 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 19 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0096298742284083982 -0.04347345362810015 0.059017499546045731 0.08620876635516124 0.051556132809617621 -0.071358162884650883 -0.057800168716989175 0.0088815016142129583 0.00091711699093958206 0.025670809565259613 -0.036486837471144187 0.060194712719407753 -0.057927066287099239 0.038998028504072982 0.045173712925007131 0.029798352512794203 -0.078708847425905712 -0.034699071966398744 0.062150238277331238 -0.13394495271345869 -0.107420318264146 0.026345947531972114 0.085379613851824201 0.0065256158214830398 -0.06234980960147312 0.048606558803358096 -0.040004209508447526 0.0010192151711862095 -0.0034539184805953064 -0.064189692562041295 -0.0009049059327045166
leaf_weight=1.5324735808586738 0.71997818336239916 1.4300155250466584 0.34852198285568592 1.0214632529532526 1.5131852854801762 0.25061582215948874 3.7727247504517427 23.071578017257966 1.5828250171616671 2.0563570218655514 0.44435065862129608 0.58978451302070656 3.3424284383654594 0.55635676532983769 0.77859647438162927 0.40053227540374781 1.6300100815715262 1.3862204663455475 0.60912498645484425 0.089412627625279129 2.0204932056367397 0.3122914748482799 1.0837767003104084 0.94823609686943644 0.069612839778528723 0.43072698563686618 59.088803727995995 7.0005061560077575 2.5953678476507775 6.4318216976359963
leaf_count=143 16 96 40 33 17 11 28 898 11 23 8 38 23 4 16 15 32 10 14 17 13 33 21 44 28 9 1994 58 31 310
internal_value=3.25209e-05 -0.00107776 0.00175373 -0.00142535 -0.0437519 0.0259707 0.00880574 0.00134764 -0.00328233 -0.0100325 0.00146168 -0.00462395 0.0230291 0.00387565 -0.00343627 -0.0143835 -0.000295053 0.00208621 -0.0136284 -0.0565944 -0.000911663 0.0433726 -0.00123053 -0.025615 -0.0391201 -0.00125986 -0.000679 -0.00642692 -0.0198809 0.00999458
internal_weight=127.108 77.2665 49.8417 34.3545 2.11232 0.599138 15.4872 32.2422 8.372 6.78918 4.73282 4.28847 7.11515 3.69869 3.14233 2.36373 31.2208 26.4898 4.73095 1.08044 3.6505 0.471317 25.1036 2.03201 0.159025 1.9632 76.5465 17.4577 9.59587 7.86184
internal_count=4034 2505 1529 1211 68 51 318 1143 267 256 233 225 51 187 183 167 1110 973 137 92 45 78 963 65 45 152 2489 495 89 406
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 1 2 0 0 0 2 2 1 2 1 2 2 2 0 0 2 2 1 2 1 2 0 0 2
split_gain=0.0223247 0.148982 0.0823308 0.1768 0.0950361 0.0789053 0.0738881 0.569389 0.56604 0.514691 0.331727 0.378087 0.181466 0.516849 0.198849 0.261839 0.153029 0.14592 0.395352 0.199725 0.268951 0.18151 0.347092 0.289737 0.166912 0.117284 0.101301 0.092554 0.486395 0.252019
threshold=41.218101594450012 41.147265497500008 41.289992964000007 0.48537468940000006 41.319407281650008 41.360869295700006 0.42290649980000011 40.890797847750008 0.54064249575000012 0.54386096225000014 0.55677973715000018 38.969453495950006 40.80591513400001 0.34560342505000002 40.750688432250008 0.41911918805000009 38.625745710700009 40.316494640950005 40.206947806850003 0.48537468940000006 0.53158588065000012 40.563919884450009 40.720231579350006 0.34512439750000007 40.137820134150012 0.41804137600000008 37.627645350900004 0.48271009850000007 0.47997065955000012 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -4 -6 12 8 -8 -10 11 -11 14 -14 15 17 26 18 24 21 -21 -19 23 -23 25 27 -12 28 29 -1
right_child=2 -3 4 -5 5 -7 7 -9 9 10 16 -13 13 -15 -16 -17 -18 19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.009383083528918687 -0.035861798103489932 0.033777094454554013 0.027212613259613317 0.0091717630830478111 -0.01857872487380836 -0.00022942732649460179 -0.18015080767207281 -0.073473371672093099 0.10180266452934067 0.024148458722598153 -0.01617282584538705 -0.13497557655963116 -0.012032836636370881 0.047742962398088354 -0.044173726904874179 -0.034087524788219324 0.014108919887030131 0.01441853711456449 -0.041584406497572834 0.062370363390125139 0.0083987264812994816 -0.02762009301352519 0.017602219341172055 -0.14304830400997481 0.033376019013424997 -0.030159052477167572 -0.10696534822712669 0.0050061011130156348 -0.059276106848149934 -0.053572547334898281
leaf_weight=6.7521205154076878 1.9904354610280273 1.3841312467302476 1.2175215137503972 1.5511922151345059 2.4498310174349163 53.999827299034408 0.16533343693299585 1.1502755554129178 0.52888501342385996 0.251282183119656 0.72817780021902212 0.36799959273776039 2.8171652477758462 2.9729487053846242 1.0003285513012077 2.0546738385673953 4.597324493458359 3.9963394195665369 2.2013213732279828 1.6009873880539092 2.1812265068292618 0.68422169110999675 1.0685220311861485 0.31877260066789859 1.6272487239912141 1.1967993123689655 0.14783935098699885 23.541975167932833 1.4817406423162536 0.70197072143764661
leaf_count=291 18 31 21 31 30 2102 8 35 6 34 289 21 36 32 11 37 236 34 30 31 13 16 7 56 15 15 76 445 15 12
internal_value=3.47464e-05 0.0013176 -0.00133846 -0.0161376 -0.000429565 -0.00102576 0.000617079 -0.0084146 0.00261196 0.00717539 -0.00103896 -0.0704088 0.00189266 0.0186592 -3.322e-05 0.000860463 0.0068099 0.00237687 -0.000468036 0.0132086 0.0312446 0.00196636 -0.0220562 -0.0643056 0.00209586 0.000584319 -0.0314953 0.0017172 -0.00694759 0.00345439
internal_weight=126.728 65.5196 61.2088 3.54163 57.6672 56.4497 64.1355 7.93712 6.78684 6.62151 6.09262 0.619282 56.1984 5.79011 50.4082 49.4079 5.47334 47.3532 37.5032 9.85007 3.78221 6.06786 2.07152 1.00299 35.3019 33.6746 0.876017 32.4778 8.93583 7.45409
internal_count=4034 1832 2202 49 2153 2132 1801 705 670 662 656 55 1096 68 1028 1017 601 980 823 157 44 113 79 72 793 778 365 763 318 303
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 0 0 0 2 0 2 1 1 1 0 2 2 0 2 1 1 2 1 0 1 0 0 0 2
split_gain=0.0190911 0.154518 0.316661 0.246005 0.131142 0.205387 0.132931 0.113452 0.511551 0.418686 0.242411 0.195365 0.193174 0.813879 0.29001 0.545812 0.226239 0.465086 0.530844 0.183289 0.152531 0.134643 0.12042 0.132527 0.262813 0.13785 0.122927 0.122088 0.211486 0.115643
threshold=42.283941020600004 42.006870117350005 41.965809985500009 0.4025178887000001 42.456897412850005 0.34641178410000012 0.51401155655000019 0.47997065955000012 0.48028502140000007 42.686561923500008 0.47721625100000004 42.488347682450005 0.34575312120000007 0.3459626957000001 0.34614233110000009 0.48386275860000011 43.120094701700005 42.67709657435001 0.50339810185000011 43.018222997350009 0.37078231190000005 0.37473428940000003 43.680097826700013 0.3782970569500001 0.53158588065000012 0.38780276035000005 0.55832160710000012 0.53347205170000012 0.53866650695000018 42.940640897800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -7 9 -9 10 -6 -10 19 -14 -15 -16 17 -17 -19 -13 -18 -22 26 -24 -25 -26 -23 -27 -29 -20
right_child=4 3 -4 -5 7 6 -8 8 11 -11 -12 12 13 14 15 16 20 18 29 -21 21 22 23 24 25 27 -28 28 -30 -31
leaf_value=0.00033222237400326148 -0.055587790710297083 0.0074277243963504118 -0.063190354673692814 0.064252767465133309 -0.0088035277048937322 0.025406544922460857 -0.020638164300430025 0.093961120176890706 0.047815143330311276 -0.0012810837368175867 -0.11095139162851697 -0.041881387165660783 0.10436192287979285 -0.11945756897898632 0.093414012736460314 0.0025286728425856792 0.031293935718324305 -0.12563434656523328 -0.053983869966182978 -0.0029033575704507913 -0.10817880290162554 0.047417555444154755 0.084210875906971183 -0.11995081339377321 -0.11022826127326352 0.083365050377364552 -0.0093712774824668676 -0.10749842195076842 0.0039800056057054571 0.011965499268855382
leaf_weight=88.281103532633281 1.1127529184010421 4.3443301305018727 0.79180201432802633 0.92385347231447656 0.38106870229876388 0.95796181989135254 1.8148217986872621 0.61748615652323025 0.86996772617567586 7.1799468477967139 0.59519034856930375 1.8853705991059566 0.78720176964998145 0.20155126601457496 0.61347615323029359 3.6042603490714082 2.1369573839474469 0.72797353146597732 0.45501755203508742 3.3500771401450038 0.11532457280554798 0.89122695461264834 0.13388169785321258 0.22832668847873128 0.12148989998240756 0.15960057091433544 0.66602870203496423 0.1905239310053729 1.5934561245970824 0.63968044717330486
leaf_count=2249 37 67 34 48 27 8 46 3 18 420 27 22 53 3 5 54 31 14 39 32 7 31 12 214 10 7 46 19 423 28
internal_value=3.55943e-05 0.000751776 -0.000232453 0.0173928 -0.0020738 -0.019295 -0.0047303 0.000303653 0.00435924 -0.00963561 -0.0710794 0.00150308 -0.000674592 0.00574458 -0.000476521 0.00147675 -0.00335886 -0.0182892 -0.0594556 -0.01694 0.00963266 -0.00165778 0.00142527 -0.0124993 -0.0181449 -0.00688866 0.0231293 -0.000429078 -0.00792557 -0.0154467
internal_weight=126.372 94.3411 89.0729 5.26818 32.0306 3.88554 2.77278 28.1451 19.9889 8.15621 0.976259 19.3714 18.5014 13.266 12.4788 12.2772 11.6637 5.42693 1.82267 5.23545 6.23682 4.09986 3.98453 2.42728 2.2934 2.06507 1.55726 1.94358 1.78398 1.0947
internal_count=4034 2398 2283 115 1636 91 54 1545 1071 474 54 1068 1050 996 943 940 935 135 81 54 800 769 762 685 673 459 77 449 442 67
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=2 0 0 1 2 1 1 1 1 2 2 2 2 2 2 0 2 0 0 0 1 1 2 1 0 2 2 2 0 1
split_gain=0.0182712 0.148848 0.471193 0.389118 0.292253 0.318659 0.246651 0.82284 0.396435 0.39437 0.198475 0.182604 0.0813262 0.107889 0.106554 0.0792815 0.394664 0.149917 0.0927089 0.0674728 0.0809046 0.176633 0.0864201 0.103061 0.0955905 0.066006 0.065785 0.110425 0.389438 0.221626
threshold=37.52517992975001 0.50086823750000009 0.50278434775000014 0.36575252235000005 37.137227079750012 0.36533337325000009 0.36575252235000005 0.36945001650000003 0.37668033890000002 37.311503175250003 36.491284729650012 35.509685375550013 38.400997490450003 38.748048509250005 39.011793722550003 0.54300769440000007 37.784765830350004 0.52770875125000016 0.48098859315000003 0.51401155655000019 0.39072183470000005 0.39408999735000005 37.198331469900005 0.3975479776000001 0.54136103710000005 38.625745710700009 39.110279783550006 39.420767558750008 0.5223196910500002 0.39476362980000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -4 -8 -9 19 11 -1 15 25 -15 17 -17 18 -2 -10 -21 -22 23 -23 -25 -14 -16 28 -28 -30
right_child=12 2 6 -5 -6 -7 7 8 9 -11 -12 -13 13 14 26 16 -18 -19 -20 20 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0058460804391719905 0.019297754191342439 -0.12382603291468919 0.045490475631431326 0.089052431465965864 0.093379888946349299 -0.066470596273285401 -0.1764187000296108 0.0974325776560203 -0.056768283092903826 -0.078440525978893214 -0.058774761071782082 0.088705651246853562 -0.010700697064812676 0.019589293221665523 -0.021056676039308067 0.02269105600815453 -0.1173567945382184 0.044334456225685034 -0.012947456657788015 0.015444928662678485 -0.10753592492558113 0.0010587291972227197 0.026041538806979521 -0.10706834926231693 -0.017143524940041309 -0.050071010362608484 -0.014927182471701706 -0.00054520336806024631 0.10675578537680114 0.019843092039835815
leaf_weight=0.9847162364110098 2.1776997154750002 0.35728813495370548 0.81867948174476612 0.56802157097263251 0.28788671776419494 0.76825368776917446 0.29322920739650715 0.35642404155805696 0.20625443407152477 0.75718029767449468 0.32547915639588598 0.36438244162127376 1.2910325141893384 2.7585098143299538 1.5081233418345608 0.78022585981898351 0.27115242075353763 1.4200861845165489 1.5098332646775814 2.2196444170549512 0.17582791339373249 1.044979988706473 0.68750894052845968 0.20289252161455795 0.28322388163129375 0.63543329832862117 1.416549366898834 100.27615931865668 0.58232636749744393 0.59132709778532444
leaf_count=140 43 6 6 10 20 9 2 7 12 19 22 46 47 62 32 24 62 21 39 27 14 19 12 27 306 15 20 2925 5 35
internal_value=3.25717e-05 -0.00391988 -0.0117923 0.0137476 -0.00191667 -0.0131473 -0.00611116 -0.0128952 -0.00481456 -0.0113485 0.011316 0.0282259 0.000399688 -0.000231672 0.000190097 0.0115794 -0.0134275 0.016727 0.00609519 -0.000809687 0.00169173 -0.0110575 -0.00341146 -0.0166368 -0.0546758 -0.0236868 -0.000322604 -1.86215e-05 0.0203673 0.0629662
internal_weight=125.92 10.7019 7.40313 3.29874 2.73072 2.44283 7.04585 6.22717 5.93394 5.57751 1.67458 1.3491 115.218 109.059 107.133 6.159 1.05138 5.10762 3.68753 4.82033 4.61408 2.39443 2.21861 1.5311 0.486116 1.92647 104.374 102.866 2.5902 1.17365
internal_count=4034 704 457 247 237 217 451 445 443 436 208 186 3330 3141 3079 189 86 103 82 417 405 378 364 352 333 62 3017 2985 60 40
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 1 0 2 2 0 2 1 0 2 0 2 2 2 0 1 1 0 1 1 0 1 1 0 1 1
split_gain=0.0165903 0.0679593 0.089709 0.071553 0.0816499 0.035195 0.0205836 0.0932459 0.10063 0.0857019 0.282566 0.0477059 0.117788 0.366337 0.191525 0.232053 0.347083 0.169748 0.219459 0.118894 0.186883 0.378611 0.109673 0.172857 0.122917 0.0895602 0.0802596 0.0710224 0.278183 0.0427504
threshold=0.5718990449500001 41.218101594450012 0.45206730335000006 0.58415915690000009 0.58650938595000024 0.48459626955000007 0.56643513670000012 42.558389508100007 39.420767558750008 0.56341127510000011 38.969453495950006 0.45036076765000005 0.55257327625000008 40.206947806850003 0.54646567465000018 39.792680591700012 41.942745071500006 41.481306584950012 0.55769288345000012 0.42780156285000009 0.43590012275000006 0.54386096225000014 0.42114008565000011 0.41911918805000009 0.5398790455000001 0.4019490434500001 0.41615520495000008 0.54136103710000005 0.42922367590000005 0.44521122120000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -5 -6 9 8 -8 11 -11 12 14 29 19 -16 -17 -15 -19 22 21 27 23 24 26 -26 -1 28 -21 -14
right_child=1 3 -4 4 5 -7 7 -9 -10 10 -12 -13 13 17 15 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0001234920125699549 0.010587459627702855 -0.10217564205310133 -0.10121650755527267 0.089683416242278685 -0.10265287491398395 0.043385472369309529 -0.0051380180769808196 -0.0096833667016374188 0.042048747444160005 0.017548009152241004 -0.069741297625775536 -0.018793362969965609 -0.048635871586757279 0.063344956717777054 0.035279952038102448 -0.11521873175581364 -0.0031460220605187051 0.065242309036976781 -0.034649068183977803 0.10033224726241073 0.10076552838805848 -0.07988134483650057 -0.023238705615057434 0.026733336526909832 0.0020293109220479453 -0.028114391371475367 0.018404755170430689 0.10573390647127999 -0.10497171733651067 0.00091959365748547992
leaf_weight=101.16732804159437 0.87809430135167221 0.14895484755879806 0.078154014370632297 0.056986525232787244 0.063536306782793872 0.022292485158232012 0.75979237843421232 1.6463146092846725 1.1154520520940421 0.78042743557307293 0.7066346709143545 1.3045256522235593 0.64061426278749367 1.3516304949298503 0.34607481074635771 0.54651848220964871 0.55895703963960841 0.37943448626901943 0.52321221068996238 0.19130520838279952 0.29754195423811325 0.3047651923407102 1.9856590856834362 2.4509987258934407 1.5724292541271996 2.641298216272844 2.4599029916910231 0.21017106622457504 0.10076024818373241 0.23904180154204369
leaf_count=2352 80 97 412 6 63 319 28 80 37 21 40 44 68 9 21 23 28 22 36 16 25 10 30 27 22 38 21 2 52 5
internal_value=3.20438e-05 -0.0114401 0.00144974 -0.0536855 -0.00311079 -0.064722 0.000147247 0.00768343 0.0229301 -7.25223e-05 -0.0239309 0.000224939 0.00043525 0.0195627 -8.676e-05 -0.0361807 -0.0585519 0.0409201 0.00734104 0.000375325 0.0330238 0.00804739 5.41422e-05 0.000473499 -0.000123332 -0.0168657 0.000557453 0.061404 0.029504 -0.0351694
internal_weight=125.529 1.24802 0.956248 0.29177 0.142815 0.0858288 124.281 3.52156 1.87524 120.759 1.48706 119.272 117.968 3.13393 114.834 1.45155 1.10548 2.25428 0.902647 113.382 1.10454 0.807002 112.278 110.292 107.841 4.21373 103.627 0.502237 0.292065 0.879656
internal_count=4034 977 492 485 388 382 3057 145 65 2912 61 2851 2807 140 2667 72 51 67 58 2595 105 80 2490 2460 2433 60 2373 70 68 73
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 0 2 1 0 0 1 1 0 2 2 1 2 2 0 1 0 2 2 2 2 1 2 1 1
split_gain=0.0187223 0.205947 0.0479742 0.0549384 0.0503218 0.0458647 0.0316048 0.0283471 0.0224658 0.174217 0.285866 0.118974 0.35587 0.121135 0.107719 0.11172 0.0782852 0.0665945 0.260213 0.152153 0.100614 0.120389 0.298236 0.0556463 0.0393206 0.188149 0.362199 0.1729 0.229894 0.172221
threshold=0.46280051495000007 0.4662734648500001 0.45280081435000008 39.184300550350009 42.402981339000007 42.47354681640001 0.59734738480000016 39.051326806600009 0.42780156285000009 0.54499865270000014 0.54064249575000012 0.43287626120000006 0.4349121284000001 0.56294721715000018 39.458743938000005 39.110279783550006 0.42290649980000011 41.827117825850003 42.456897412850005 0.57152480465000022 0.44805544745000009 0.56643513670000012 42.824128352900011 41.066313126200008 41.218101594450012 40.80591513400001 0.34527409360000011 40.750688432250008 0.41911918805000009 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 7 -5 -6 -3 -4 16 10 -10 13 -13 -11 15 -14 24 19 -19 -16 21 -20 -23 -18 25 27 -27 28 -1 -26
right_child=1 6 3 4 5 -7 -8 -9 9 11 -12 12 14 -15 17 -17 23 18 20 -21 -22 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.0021358000042670158 0.044157671513426644 -0.10397512558940725 -0.024492876827677076 -0.10375136374908206 0.034039894938559238 -0.10093177622953241 0.015609511431259833 0.007489337984653982 -0.082746599279129487 -0.015200679937813339 0.093535304261123164 -0.084093209930676593 0.0071994064031246294 0.078036760552309251 -0.033861869363181245 0.072058483247653474 -0.035383084482982212 0.066604058299514671 -0.08171838892620592 0.017240574321809088 0.0054382590105682208 0.10531785456748979 -0.10557461395124912 -0.0028273151375670727 -0.00095989737177197836 -0.016657640239909548 0.033022132625802149 -0.041399359836416315 -0.03216053552184106 -0.041278070376280326
leaf_weight=46.812887159984996 0.569799778630112 0.13364917066004978 0.58583302297654316 0.13151074317465816 0.073119077831506729 0.038397376423290552 0.026479180462715135 0.52593532204627991 0.11498481383185133 0.21985037946797081 0.46002767474783468 0.49642427978687909 0.69855736638737631 0.38052487039021798 1.5166926453821363 0.42847224324941635 1.0657178221772476 0.60237014107406173 0.33947661831189213 0.94606349611422036 1.6557013126321178 0.1449815034866333 0.12475857073877705 1.0348369236889992 55.137628659379402 2.1314938605955822 4.7111772246425971 0.99522751642507401 2.039645544900849 1.080212855914225
leaf_count=980 27 164 58 43 2 84 593 2 89 40 9 24 64 18 28 6 22 13 11 47 19 1 46 22 1380 33 57 11 37 104
internal_value=3.03393e-05 0.0159991 -6.3289e-05 -0.0187783 -0.0618489 -0.0124336 -0.0842003 -0.00936331 0.000142619 0.00522323 0.0582843 0.00118413 -0.00250353 0.0438943 0.00376914 0.0318574 -0.000216481 -0.00217008 0.00818918 -0.014231 -0.00734664 -0.0420929 0.00777713 -0.0193445 0.000139378 0.00199774 0.0175469 -0.000136714 0.000703891 -0.0017346
internal_weight=125.222 0.729928 124.493 1.3548 0.243027 0.111516 0.160128 1.11177 123.138 8.12889 0.575012 7.55387 6.9535 0.600375 6.45707 1.12703 115.009 5.33004 2.86729 2.46276 2.26492 0.609217 0.26974 2.10055 112.908 56.6904 6.84267 49.8478 48.8525 56.2178
internal_count=4034 784 3250 189 129 86 757 60 3061 415 98 317 259 58 235 70 2646 165 90 75 77 58 47 44 2602 1118 90 1028 1017 1484
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 0 0 2 1 1 1 1 0 1 2 2 0 1 1 1 1 2 2 1 1 1 2 2 0 0
split_gain=0.0248787 0.0738544 0.0372096 0.064881 0.0694294 0.0861997 0.0613129 0.0555034 0.28567 0.513275 0.372632 0.261378 0.033984 0.048533 0.0298282 0.19383 0.120116 0.218543 0.121736 0.64538 0.195642 0.295925 0.278316 0.223436 0.212919 0.269554 0.332163 0.139523 0.108621 0.192061
threshold=33.151194885250007 0.38906020780000011 34.883496062400006 35.171584490050009 35.879804895950009 0.50086823750000009 0.54562737640000014 36.728658719300007 0.36359689830000008 0.38976377950000002 0.39736834230000012 0.3975479776000001 0.45994131915000008 0.31100865245000009 39.420767558750008 39.525197829750006 0.46898296455000005 0.34440585610000002 0.34512439750000007 0.34674111555000003 0.37286308795000006 39.110279783550006 39.184300550350009 0.37473428940000003 0.38780276035000005 0.38976377950000002 38.969453495950006 37.137227079750012 0.53866650695000018 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 6 -4 5 -5 -2 8 -6 -10 -11 -12 13 -1 16 -16 -9 -18 -19 -20 27 23 -23 -22 -25 -26 28 -21 29 -27
right_child=2 -3 3 4 7 -7 -8 14 9 10 11 -13 -14 -15 15 -17 17 18 19 20 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.10095743978395305 0.038163390330677976 0.047163891510562328 -0.019732002429369143 0.049703161959731922 -0.11549966238939087 0.0023959045623744932 -0.0077608739740827578 -0.027098799963457838 0.062841238102621419 -0.12818208206256895 0.10600658964610549 -0.10215061130000154 -0.077488426019737849 -0.10079979735261553 -0.036545740998318581 1.682107041515088e-05 0.048148170167250259 -0.02781770707100166 0.10411659614033769 0.0047758293105985552 0.061435701654930966 0.10157209269665375 0.006687246839391957 -0.056094629839523673 0.052338854728258194 0.034141868873996832 -0.053187506670832524 -0.037679280970120792 0.013626859400836418 -0.029966329681456478
leaf_weight=0.028406200930476966 0.65535993448270236 0.09424589452638088 1.6552498292023745 0.6293571566347953 0.25554316920761877 0.99270611460320879 0.5224887659245212 1.1785748831383696 0.64733685739338376 0.37101487899781205 0.16163766384124756 0.096240751877196828 0.1837598988907132 0.020546834364152389 1.47164023345067 98.288416590389332 1.1437183944508458 1.1932356357574487 0.63416116870939632 1.2908917106688016 0.58868792513385315 0.60889212203801324 0.62793034075184551 0.67715696431696315 0.95301281660795112 0.63837609977417598 1.1689467880405571 1.9335132117848841 4.4922268298842596 1.7439740327499746
leaf_count=1 57 120 32 24 42 38 69 61 10 13 1 68 19 73 47 2878 17 11 10 17 9 9 34 18 7 13 33 38 199 66
internal_value=2.95834e-05 -0.0275189 0.000101861 -6.69288e-05 0.000200346 0.020751 0.0177916 -7.70601e-05 -0.0189908 0.000333479 -0.0640074 0.0283219 -0.0577646 0.0162748 0.00016715 -0.000522542 0.00381271 0.00587161 0.00295018 0.00534072 0.00108634 0.00719034 0.0533994 0.00162122 -0.00201876 0.00205146 -0.00390669 -0.0206824 0.00447297 -0.0127879
internal_weight=124.947 0.326959 124.62 123.442 121.787 1.62206 1.17785 120.165 1.53177 1.27623 0.628893 0.257878 0.232713 0.048953 118.633 99.7601 18.8733 17.6947 16.551 15.3578 14.7236 11.4992 1.23682 10.2624 9.67369 8.99654 8.04352 3.2244 6.87458 2.38235
internal_count=4034 213 3821 3695 3663 62 126 3601 134 92 82 69 93 74 3467 2925 542 481 464 453 443 388 43 345 336 318 311 55 278 79
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=0 2 1 2 1 0 0 1 0 1 2 1 0 2 0 0 2 0 1 1 2 1 2 2 2 1 2 0 0 0
split_gain=0.018249 0.0630817 0.0823996 0.0714138 0.0662504 0.0372002 0.0475312 0.0245412 0.0204705 0.447593 0.68908 0.238039 0.492188 0.116177 0.45676 0.325169 0.258996 0.141702 0.128677 0.333665 0.546516 0.251579 0.240537 0.228834 0.61958 0.622812 0.167728 0.146211 0.310508 0.272265
threshold=0.5718990449500001 41.218101594450012 0.43837010870000009 40.563919884450009 0.4591329601000001 0.58415915690000009 0.58650938595000024 0.48459626955000007 0.5223196910500002 0.38906020780000011 39.051326806600009 0.38733870245000007 0.51675099550000014 38.244973486750006 0.52432561900000019 0.52366695610000014 38.400997490450003 0.52284362740000012 0.39971857130000005 0.39542229275000007 43.631818398850008 0.40099098830000007 43.680097826700013 39.952536079750011 41.385032804600009 0.39193437325000008 49.835088602800006 0.54300769440000007 0.54136103710000005 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 -3 -6 -7 -8 9 11 -11 12 -1 15 17 -10 -16 -15 19 23 -21 -20 -22 -18 -25 -26 -24 28 -23 -29
right_child=1 4 3 -5 5 6 7 -9 13 10 -12 -13 -14 14 16 -17 18 -19 21 20 22 27 26 24 25 -27 -28 29 -30 -31
leaf_value=0.00031548166711712928 0.089401740767688281 -0.10257711973600264 -0.10095554549573747 -0.00048712456306275074 -0.10160519413894741 0.096531591785377055 -0.10094434333520529 0.039345736517884838 -0.072323476065294087 0.032820255758359854 -0.13508361136470376 0.046071239041633003 -0.07074370864985223 0.020757063014134738 0.048127973710665031 -0.0018909985462838353 -0.059710379938227066 0.067356471175111995 0.043784832113123277 -0.10744116890440124 0.10369221970696399 -0.0031407372402396301 -0.10645130707948967 0.091871423318975631 0.027658280134240067 -0.1104019601415186 0.088774136402954132 0.045710534746299131 -0.056534582487051732 0.00090791849108480885
leaf_weight=82.639531052416288 0.092983301132341323 0.13986363035780869 0.077979904172828185 0.7630205840077906 0.029681844066544727 0.048753630486316979 0.029434725738383349 0.02163406694103287 0.74816917721182008 0.41203796946899618 0.60087136357689985 1.1110198702663172 0.98637799784773861 1.2765517253428726 1.1173426764071361 5.2913073713298218 0.48330527944199619 1.3349669355957301 1.3446892625070201 0.83145371187129036 0.22243101615458727 8.5080414489432332 0.14264604748859711 0.72230423754081163 0.9105513871363653 0.50963689397030976 0.063642867826274596 1.5393903586082149 1.2490528133348551 11.410078339602476
leaf_count=1784 15 76 416 61 49 2 39 319 10 21 84 15 26 13 9 211 13 41 9 75 2 143 93 18 36 65 6 13 20 350
internal_value=3.2762e-05 -0.0122223 7.35336e-05 -0.00980284 -0.054856 -0.00331746 0.0259081 -0.0415138 0.000152215 -0.000701662 -0.0667826 8.82411e-05 -0.00052267 0.0020941 0.00451825 -0.0106162 0.000917554 0.0445779 -0.000970615 -0.0178547 -0.0601528 0.00175735 0.0315575 0.00244503 0.0164661 -0.0218849 -0.0462217 -0.000731525 -0.00997594 0.00623391
internal_weight=124.659 1.20335 0.933984 0.841 0.269368 0.129504 0.0998224 0.0510688 123.455 85.7498 1.01291 84.7369 83.6259 37.7056 31.6661 6.03948 29.0546 2.61152 27.9372 3.88597 1.26017 24.0513 0.42872 2.6258 2.14249 1.42019 0.206289 22.7066 9.75709 12.9495
internal_count=4034 977 492 477 485 409 360 358 3057 1930 105 1825 1810 1127 906 221 852 54 843 308 176 535 101 132 119 101 99 526 163 363
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=0 2 1 2 1 0 2 2 0 2 2 0 0 0 1 0 2 0 0 2 2 1 0 0 1 1 0 1 1 1
split_gain=0.0154255 0.0573982 0.0721175 0.0651911 0.0603428 0.0334347 0.0426015 0.0231832 0.0201219 0.106088 0.11367 0.0837873 0.0482318 0.0448304 0.143033 0.055679 0.236971 0.182043 0.147127 0.189982 0.336415 0.0719881 0.227327 0.460102 0.174082 0.174523 0.106173 0.102434 0.0649051 0.0498482
threshold=0.5718990449500001 41.218101594450012 0.43837010870000009 40.563919884450009 0.4591329601000001 0.58415915690000009 42.402981339000007 42.536568606950006 0.5654770815500002 42.558389508100007 39.420767558750008 0.56341127510000011 0.56294721715000018 0.55832160710000012 0.45206730335000006 0.55257327625000008 41.092444989200011 0.55677973715000018 0.54646567465000018 39.792680591700012 41.942745071500006 0.42473279245000012 0.54300769440000007 0.54064249575000012 0.42114008565000011 0.41911918805000009 0.5398790455000001 0.4019490434500001 0.41615520495000008 0.42780156285000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 -3 -6 -7 -8 11 10 -10 12 13 15 -15 18 17 -17 21 -20 -21 24 23 29 25 26 28 -28 -1 -23
right_child=1 4 3 -5 5 6 7 -9 9 -11 -12 -13 -14 14 -16 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.0708852413880975e-05 0.087121251553495718 -0.10232799733239598 -0.10086524706324972 -0.00043830995266127431 -0.10145025692799124 -0.10096592083188993 0.081611736625739562 -0.1000782812887912 -0.005995696270685115 -0.01104879879930111 0.042841531254904461 -0.026024154135237204 0.023168027089060614 -0.050464666226502197 0.028042130803286477 -0.045110413375825997 0.063538040842486015 0.022343199071022484 0.032566389798778558 -0.11353144732466254 0.00023124039869891691 -0.16851285105055791 0.049225831267438125 0.040473861699872798 -0.03711182697957402 0.026976441399835273 0.0043126504289646116 -0.028019881167805589 0.016577641449247307 -0.079037171458446492
leaf_weight=100.45998771690188 0.086227766323651478 0.12684625954148032 0.07061909188036708 0.76318451013503363 0.026896171844896344 0.020762245675541635 0.063960972431232221 0.007889021244864125 0.79935041180578936 1.6792425162821016 1.1803210506914181 1.2328069104369195 0.90582942139007983 0.62179536826624726 0.37026651090127416 0.68012666679260225 0.7133387820331335 0.97172644912643591 0.33806732069933687 0.49424927556538001 0.54832032873946446 0.14738921442403707 1.0619132494066432 0.40803884319029748 1.2529070723685425 2.4120919132838017 1.5708437910216151 2.6045017540163826 2.4248058093804721 0.10780754116203184
leaf_count=2352 15 76 416 61 49 104 8 248 36 83 40 47 15 42 15 51 36 18 21 23 28 7 19 7 18 27 22 38 21 91
internal_value=2.62942e-05 -0.0114196 5.9506e-05 -0.00894398 -0.0542891 -0.00330066 0.0252037 0.0616624 0.000134846 0.0074395 0.0231221 -8.91365e-05 0.000181604 3.92622e-06 -0.0211636 0.000184651 0.0153708 -0.00542985 -0.000130888 -0.0325766 -0.0537001 0.000267472 0.0205378 -0.025395 -4.83483e-05 0.000375842 -0.000223476 -0.0158558 0.000410925 -0.130714
internal_weight=124.152 1.16639 0.920031 0.833804 0.246355 0.119508 0.0926122 0.07185 122.986 3.65891 1.97967 119.327 118.094 117.188 0.992062 116.196 2.36519 1.65185 113.831 1.38064 1.04257 112.45 1.72515 0.663236 110.725 109.472 107.06 4.17535 102.885 0.255197
internal_count=4034 977 492 477 485 409 360 256 3057 159 76 2898 2851 2836 57 2779 105 69 2674 72 51 2602 124 105 2478 2460 2433 60 2373 98
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 0 1 0 1 0 0 1 2 2 2 1 2 2 2 2 2 1 2 1 2 0 1 2 2 2
split_gain=0.016044 0.0407934 0.107067 0.0408896 0.0566757 0.0298457 0.0292435 0.137316 0.0647748 0.205166 0.0392479 0.128534 0.143371 0.12864 0.162732 0.100242 0.260244 0.265478 0.0879984 0.090296 0.172825 0.0855428 0.0834293 0.0611443 0.0597744 0.0956298 0.0486096 0.0648778 0.0473556 0.0385992
threshold=49.283271594150008 0.39718870690000002 0.55677973715000018 50.205949521800008 0.51675099550000014 0.55832160710000012 0.31100865245000009 0.39672464895000009 0.31060447290000009 0.39606598605000004 0.47700667645000011 0.34551360740000009 48.86568841230001 42.488347682450005 41.385032804600009 0.3447052483500001 39.525197829750006 38.969453495950006 42.719328117250008 48.226196960950006 43.572676689450006 0.34440585610000002 38.121007182500009 0.34398670700000006 44.756878345700009 0.46495613905000005 0.34219035360000005 35.171584490050009 33.96174662340001 40.316494640950005
decision_type=2 2 2 2 2 2 2 2 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 -4 7 8 9 -1 11 12 13 14 15 16 17 22 -15 20 -20 -16 23 26 -13 -26 27 28 -8 -17
right_child=1 2 5 4 -6 -7 10 -9 -10 -11 -12 24 -14 18 21 29 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.01794009469808806 -0.0012238251032389963 -0.10385660343877544 0.10175853494350462 0.10089749114700464 -0.10118114861947987 -0.10025048564352386 -0.067714937373933526 0.081228752049481101 0.016670294549160115 -0.11953489142177953 0.00041723398169886362 -0.1030131432593549 -0.048863349734983817 0.056093095364843672 -0.01634768082748439 0.068180320972696204 -0.071129798428129096 0.066372920982447139 -0.10381100040928554 0.021571410202124264 0.03454929859865527 -0.10851782437475953 -0.061379383300941871 -0.037320208878569225 -0.10073988664899691 0.10149538744275551 0.016292413631773219 -0.050775714717809874 0.076475153009690086 0.016201987460672359
leaf_weight=0.32188016535434261 0.88540599308907875 0.1598733723428154 0.051355659961700439 0.026659436523914337 0.028950729475980097 0.0085282889575069021 0.031074040709411554 0.25244419606678992 0.92554034246131778 0.16380017995834351 113.53839887540261 0.19896619133318427 0.65955180197488505 0.51973144197836552 0.17485783755728324 0.18924761733406281 0.59228375907696307 0.51871912280330423 0.18223205043614132 1.2363831549882887 0.17891102270368719 0.23740768459174433 0.30859058104488202 0.45264317643592722 0.05003024177858606 0.043897710740566254 1.0327290277928112 0.28179995384834911 0.085306997294537723 0.58295472320014596
leaf_count=145 4 18 1 1 71 160 63 39 4 2 2948 115 15 8 25 32 38 11 54 8 40 24 14 13 53 1 7 50 15 55
internal_value=2.3028e-05 -0.0116784 -0.0452936 -0.0781652 -0.00430493 0.0729897 0.000133673 0.0133016 0.0011506 -0.0284246 -4.72343e-05 -0.00702524 -0.00440657 3.28122e-05 -0.00955312 -0.00349644 -0.0110795 0.00204061 0.0203506 0.00872229 -0.035267 -0.0694249 -0.0131821 -0.00528575 -0.071974 -0.00622419 0.00484778 -0.0248352 0.037976 0.0289406
internal_weight=123.92 1.16077 0.275367 0.215484 0.0556102 0.0598839 122.759 1.66366 1.41122 0.48568 121.096 7.55732 7.26442 6.60487 4.48761 4.07535 3.30315 2.71086 2.11726 1.59753 0.361143 0.412266 2.19214 1.88355 0.292894 0.093928 1.43091 0.398181 0.116381 0.772202
internal_count=4034 255 251 90 72 161 3779 190 151 147 3589 641 472 457 347 298 211 173 110 102 94 49 162 148 169 54 135 128 78 87
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 2 0 0 1 1 0 0 1 1 1 1 2 1 0 0 1 1 2 1 1 2 0 0
split_gain=0.0189916 0.145094 0.0684936 0.0927328 0.0158664 0.23711 0.213579 0.114361 0.109458 0.279491 0.185809 0.134527 0.106063 0.098369 0.0860173 0.115532 0.0699727 0.0505231 0.176725 0.0493908 0.202345 0.249487 0.196051 0.0742445 0.12876 0.0537666 0.191696 0.048949 0.0826067 0.0663113
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 43.752965619700007 0.31060447290000009 43.832725745850006 43.525909308350002 0.50889194935000015 0.53158588065000012 0.34674111555000003 0.38780276035000005 0.39718870690000002 0.53347205170000012 0.34524415440000006 0.32168198560000011 0.39072183470000005 0.35862698720000002 47.927946529500012 0.34311846950000008 0.46989611090000011 0.46898296455000005 0.33992994225000006 0.32058920395000007 35.782584506850007 0.32388251845000005 0.33204095685000007 47.927946529500012 0.55677973715000018 0.55832160710000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 19 10 -10 12 -11 -8 -13 15 -14 -15 -12 -19 20 21 22 23 24 -2 -25 -27 -18 -29 -30
right_child=4 -3 -4 -5 5 6 8 -9 9 11 17 13 14 16 -16 -17 27 18 -20 -21 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.1016032909376194 0.049988087107862081 -0.1074700984663088 -0.10073404231655399 0.058991546311783265 -0.11644118958263301 0.06370976261865105 0.011918760891446179 -0.030113207841759276 -0.11857412165840371 -0.10945520454859939 0.1015098380209937 0.081388922799370475 -0.013511950386681876 0.091775122095937703 0.003418097111465809 -0.1064750689573204 -0.0018519191714043708 -0.10077904212907546 0.075835851701084367 0.0003990977188063313 -0.061467841139785297 0.10762614780394042 -0.094571709439177531 0.052452787700641948 -0.10281706838116481 -0.102384225199489 0.077417106691904172 -0.10303039991816404 0.10158838582262564 -0.1006186332915575
leaf_weight=0.042444106698240058 0.095084611559257182 0.13468945861842485 0.043334453366696835 0.23521389346569777 0.15909613804251321 0.60957915490143921 3.4278783279005438 1.2644056112039823 0.2412269001502384 0.11338841181350279 0.21805249690078188 0.14644972037058313 0.32624653412494786 0.072210363810881861 0.58460921560617862 0.22649507924506906 1.2803718135460256 0.070945975829545205 0.28127011811739067 112.10777707290775 0.64374682927882521 0.2075950733051285 0.22728652943624184 0.36775162816047668 0.13128239490970373 0.11365363989989419 0.12398022782872431 0.12838113214911562 0.046542387455701828 0.024891463217045384
leaf_count=123 7 46 10 12 17 13 18 50 186 10 10 7 25 2 32 31 204 91 11 2699 15 12 21 18 67 52 14 39 1 191
internal_value=1.84919e-05 -0.0203589 0.0161933 0.0344423 9.38375e-05 0.00441254 0.00687805 -0.00020427 0.00205907 -0.0174546 0.00986175 -0.00399459 0.00313895 0.00304431 -0.0233227 -0.0516051 -0.00434655 0.0636805 0.0402608 0.000127405 -0.0158165 0.00738513 -0.0122643 0.0102272 -0.0386318 0.0284966 -0.00857685 -0.00903581 -0.0550686 0.0311284
internal_weight=123.696 0.455682 0.320992 0.277658 123.24 7.95764 7.79854 115.283 7.18896 2.05346 5.1355 1.81224 4.56523 1.69885 1.13735 0.552742 1.5524 0.570269 0.352216 114.018 1.91038 1.26663 1.05904 0.831753 0.226367 0.605385 0.237634 1.48019 0.199815 0.0714339
internal_count=4034 191 145 135 3843 888 871 2955 858 640 218 454 106 444 88 56 437 112 102 2905 206 191 179 158 74 84 66 435 231 192
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 0 0 1 2 1 0 0 0 1 2 2 2 0 1 1 0 0 2 2 0 0 2 1 2 0
split_gain=0.0166936 0.130226 0.0278431 0.0622107 0.0154692 0.181766 0.290911 0.151159 0.244668 0.10512 0.141249 0.429528 0.391973 0.0991337 0.309075 0.290106 0.16434 0.151595 0.092783 0.576286 0.157006 0.661508 0.0963176 0.172091 0.0792242 0.441624 0.21379 0.117308 0.0750171 0.859889
threshold=0.39606598605000004 0.31060447290000009 0.39498817400000003 0.37331217625000007 0.34494476210000008 0.48351845755000006 0.47961138885000004 0.34509445825000007 41.289992964000007 0.34488488370000009 0.47754558250000007 0.47736594710000008 0.47604862130000009 0.34527409360000011 40.890797847750008 41.646178195200001 42.198888176300009 0.47865333370000007 0.34542378970000004 0.34545372890000009 0.47997065955000012 0.47916230050000003 41.32819714970001 41.535369675400013 0.47916230050000003 0.47961138885000004 40.316494640950005 0.34560342505000002 42.899217095850013 0.48637765340000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 8 -6 10 11 12 -2 14 17 -16 -17 -9 20 -20 21 22 -15 -24 26 -26 -21 -28 -27 -30
right_child=4 -3 -4 -5 7 -7 -8 13 -10 -11 -12 -13 -14 18 15 16 -18 -19 19 24 -22 -23 23 -25 25 28 27 -29 29 -31
leaf_value=0.03087273804725308 0.0022342629486066579 -0.10672508833887358 0.046856379767965896 -0.1011427437553642 -0.045760623927893693 -0.029616317425949858 0.026533234148354703 0.032378879954147295 0.004175755953449471 0.034841144097484518 -0.021216340321856413 0.079688324142891176 -0.081902935073547525 -0.010502008446882805 -0.032757934245735393 0.034015990632605957 -0.0054485171809768272 0.10647337157034874 0.08610814528542432 0.053188676315867101 -0.032995652070633714 0.05755666675971538 -0.011125246030416869 -0.081739625620133413 -0.078678641756302806 0.00063530772369455057 -0.027597538567030368 0.013116265619241558 -0.1170079577174972 0.00012027351844785396
leaf_weight=0.10600968409560962 7.6935217151088295 0.12267934770721922 0.14574288297444582 0.05381696298428551 1.8752895620906422 1.6029650680720795 4.8267944082617751 0.83262382447399719 2.0578455256181769 0.72601676499471146 3.538179293856957 0.66534511744976121 0.59664800780592475 1.7240179669402373 1.69880187214585 2.3269605559762567 1.9306767150701487 0.41314175399020314 0.7767253132769828 1.0044064703203606 2.3046017894521356 1.3512950320728121 0.69988945126533486 0.68085633777081966 0.72772552771493693 71.157485369545938 1.0247259315619888 2.2874015599220456 0.68180089537054112 7.7677834493445772
leaf_count=13 344 46 13 119 15 21 27 60 28 11 34 5 18 16 16 22 38 6 24 49 26 13 3 39 26 1925 24 185 21 847
internal_value=1.43431e-05 -0.019695 0.0152456 -0.0135796 8.29799e-05 0.00265488 0.00552134 -0.000406126 -0.0196335 -0.00215055 -0.00430016 0.00238315 -0.00382114 0.000354748 0.0116538 0.00218004 0.0161203 0.0569513 -0.000527989 0.000364473 -0.0118052 -0.000845814 -0.0262645 -0.0459457 -0.000422275 -0.00113141 0.0127754 0.000519984 -0.000422512 -0.00933086
internal_weight=123.402 0.428249 0.30557 0.159827 122.974 19.6495 18.0465 103.324 3.93314 13.2197 12.4937 8.95551 8.29017 99.3909 7.2022 5.95644 4.25764 1.24577 92.1887 85.4281 6.76066 4.45606 3.10476 1.38075 84.6513 80.3348 4.31653 3.31213 79.6071 8.44958
internal_count=4034 191 145 132 3843 460 439 3383 43 412 401 367 362 3340 142 76 60 66 3198 3101 97 71 58 42 3077 2819 258 209 2793 868
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 2 2 1 1 1 1 0 0 1 1 1 2 2 0 2 0 2 1 1 0 0 1 2 0
split_gain=0.0156028 0.101416 0.256252 0.401525 0.388279 0.11816 0.212848 0.107124 0.111678 0.45394 0.272671 0.284525 0.184069 0.244524 0.126669 0.405001 0.29846 0.260348 0.129781 0.26689 0.284576 0.184764 0.148504 0.112663 0.090247 0.322059 0.237983 0.228053 0.196038 0.636994
threshold=40.563919884450009 40.80591513400001 0.48200652675000005 0.4784437592000001 0.4778150355000001 40.890797847750008 40.94178426300001 40.984321400500008 0.41911918805000009 0.42114008565000011 0.40301188585000008 0.40509266190000009 0.54300769440000007 0.54646567465000018 0.42651417625000004 0.42922367590000005 0.43287626120000006 41.571132012400007 42.310579034350006 0.56188437470000008 42.283941020600004 0.56643513670000012 42.536568606950006 0.44805544745000009 0.34569324270000007 0.48447651265000008 0.47883296910000012 0.35738450945000005 40.280372415600006 0.47997065955000012
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 -7 -8 10 -10 -9 -12 -11 -14 -15 -16 -17 -18 19 -19 -21 -20 -23 -24 26 28 -1 -27 29 -26
right_child=1 5 -4 -5 -6 6 7 8 9 12 11 -13 13 14 15 16 17 18 21 20 -22 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0038499223575991872 0.10154633382218146 0.021695846843168054 -0.0055903540477655169 -0.13687937927431484 -0.11572479414959486 -0.053843001039366324 0.034464942501802827 -0.00095538320527999837 0.095008743661954428 -0.078745896992872669 -0.0017421066503409137 -0.11034499047511702 0.066060712303445998 0.040061783528212547 -0.1168769380278758 0.09108107381951655 -0.089306857401911272 0.097253950351550572 -0.065300767995601736 -0.10325878595728616 0.1034722418055045 0.062309836187056877 -0.10502596864800882 -0.00090122208001676093 0.012042783086327877 0.048798129062489808 0.021387961621868623 -0.00048017160366231197 -0.009256839439099945 -0.14545398909053692
leaf_weight=8.0602443992294805 0.19804001298234553 2.4631044136476694 5.1279953365865367 0.39733880984829284 0.14067761600017548 0.74268212652123011 0.88927082068039354 57.796285474796775 0.59868702405947161 0.25986663426586165 0.49625237887630547 0.4694274204785529 0.62857596473259025 0.67067792580928642 0.30920342936224177 0.34318375746079288 0.34357581980475549 0.37556124757975373 0.46076393288876749 0.18859005313447597 0.10292822997143958 0.36813598324260999 0.11142981818261422 1.5405796715616586 0.48950008587311733 0.96953908249270426 6.9647730952128759 29.941332773336505 1.0557175942722095 0.54018724411093899
leaf_count=267 66 37 65 8 2 16 15 1432 12 98 8 80 10 20 7 5 52 6 28 102 4 26 46 360 47 33 51 1110 10 11
internal_value=1.71879e-05 -0.000883741 -0.0135102 -0.0686865 0.0113084 0.00018687 -0.000607468 -7.99399e-06 -0.000479159 0.012172 -0.0018359 -0.0545351 0.00347614 0.00740154 -0.000256729 -0.00678208 0.00209509 -0.00665129 0.00236985 0.0415265 -0.0302669 -0.00815877 0.00487443 -0.00792455 0.00142469 -0.00150063 0.00784897 0.00106547 -0.0395367 -0.0705821
internal_weight=123.044 75.0228 5.86405 0.736056 0.338718 69.1588 66.6957 65.953 65.0637 6.30176 58.762 0.96568 5.70307 5.44321 4.81463 4.14395 3.83475 3.49156 3.14799 0.66708 0.291518 2.48091 2.02015 1.65201 48.0213 32.9963 15.025 30.9109 2.0854 1.02969
internal_count=4034 2505 141 76 68 2364 2327 2311 2296 776 1520 88 764 666 656 636 629 624 572 112 106 460 432 406 1529 1211 318 1143 68 58
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 0 1 0 1 0 2 2 2 2 2 0 0 1 2 2 1 0 1 0 2 1 0 2 0 0
split_gain=0.0150424 0.0384147 0.0898439 0.034738 0.0463752 0.0242343 0.0235451 0.122534 0.0498989 0.158923 0.0628572 0.0838408 0.0256515 0.0409339 0.0446733 0.0983961 0.171317 0.121125 0.120179 0.0429302 0.299182 0.206235 0.206517 0.170088 0.0899131 0.051277 0.159295 0.0816659 0.374656 0.21831
threshold=49.283271594150008 0.39718870690000002 0.55677973715000018 50.205949521800008 0.51675099550000014 0.55832160710000012 0.31100865245000009 0.39672464895000009 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 48.86568841230001 47.927946529500012 44.262924377150007 0.47817430615000006 0.47769527860000011 0.39162001140000008 47.709122305950011 43.752965619700007 0.34527409360000011 0.48637765340000011 0.37078231190000005 0.53866650695000018 43.525909308350002 0.34311846950000008 0.47565941140000007 37.999598532650005 0.46989611090000011 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 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 -4 7 8 9 10 11 -1 13 14 19 16 -16 -17 -19 24 -21 -22 -23 -24 25 26 27 -8 29 -29
right_child=1 2 5 4 -6 -7 12 -9 -10 -11 -12 -13 -14 -15 15 17 -18 18 -20 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10150002561337589 -0.001917781619757281 -0.10345312461255068 0.10143615412403564 0.10074300862204218 -0.10097330511467172 -0.10020576499092115 0.025880013842852986 0.079366325742725952 0.01396784640121519 -0.11544839580682148 -0.10069488184354246 0.057055124071336463 -0.015788091715952409 0.016732851719946297 -0.052173285785166681 -0.095923128562614479 0.10243222278814171 -0.10482644679097167 0.046780019626982743 0.072627863935417078 -0.10555109974276787 0.10149684812942078 -0.10766944303328532 0.0035395470348959187 -0.026651876070392263 0.00034694996142850499 -0.11356478268638071 -0.016050447836902199 -0.11791396319122838 0.1067035817098952
leaf_weight=0.039430114141778771 0.87695296853780635 0.14140338863995794 0.0422079898416996 0.02213839627802372 0.02349106484314234 0.0069403773206317956 0.50342232865938186 0.23204593525224471 0.91476488159969449 0.13886739313602448 0.041054184548556805 0.21627367381006479 1.0255479558973082 1.4606149713872572 0.14663593169097922 0.27017355227690132 0.14019715785980225 0.074984142117358488 0.17273913025837828 0.62336584102013093 0.19424944169440994 0.1894885271321981 0.15755446024098763 1.0820366075486161 1.2725074848385691 111.29438856167057 0.15527538728201751 0.61384377589820338 0.30080633833131287 0.18963537157105748
leaf_count=123 4 18 1 1 71 160 122 39 4 2 10 12 32 47 102 44 2 182 11 10 17 8 40 122 50 2699 5 78 6 12
internal_value=1.33686e-05 -0.0115585 -0.047355 -0.0789717 -0.00310505 0.0729617 0.000119429 0.0122377 0.000702534 -0.0271531 0.0141645 0.0326056 -4.05504e-05 9.53432e-05 -0.000111683 -0.0235921 0.0233942 -0.049615 0.000889778 5.04026e-05 0.0137398 -0.00887352 0.00426751 -0.0105953 -0.000218607 7.89102e-05 -0.016842 -0.00750036 -0.0227178 0.0129217
internal_weight=122.563 1.11313 0.236181 0.187033 0.0456295 0.0491484 121.45 1.58244 1.35039 0.435625 0.296758 0.255704 119.867 118.842 117.381 0.80473 0.286833 0.517897 0.247723 116.577 2.24669 1.62333 1.42908 1.23959 114.33 113.057 1.76298 1.60771 1.10429 0.803479
internal_count=4034 255 251 90 72 161 3779 190 151 147 145 135 3589 3557 3510 341 104 237 193 3169 197 187 170 162 2972 2922 223 218 96 90
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 0 0 2 2 2 0 0 2 1 0 1 1 1 2 0 0 0 2 1 0 0 0 2 2
split_gain=0.012908 0.159119 0.137307 0.102583 0.108851 0.0732667 0.222527 0.0889655 0.531325 0.373834 0.303407 0.258438 0.297596 0.229415 0.252916 0.156985 0.150073 0.0724845 0.469392 0.164628 0.124391 0.132326 0.14032 0.106299 0.131079 0.126491 0.0823659 0.147756 0.200239 0.0708945
threshold=39.420767558750008 39.525197829750006 39.337369931850013 0.33750486510000005 34.466665687600006 0.34440585610000002 0.46898296455000005 0.51505942935000004 38.625745710700009 38.064633603500006 39.110279783550006 0.50706565670000014 0.49094338495000006 36.893814626400008 0.36533337325000009 0.51675099550000014 0.35374689380000007 0.38976377950000002 0.39019789825000006 38.969453495950006 0.5231430197000001 0.53866650695000018 0.56395018115000017 35.879804895950009 0.39476362980000007 0.53043322055000008 0.54228915300000013 0.54499865270000014 37.73036952315001 38.903925214650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 8 9 11 15 12 16 14 -14 -9 -7 -17 -19 20 -20 23 26 -22 -25 -26 -23 -28 -29 -24
right_child=1 -3 -4 5 -6 7 -8 10 -10 -11 -12 -13 13 -15 -16 17 -18 18 19 -21 21 22 29 24 25 -27 27 28 -30 -31
leaf_value=0.065270988625989776 -0.033505110207229065 -1.1923928971619997e-05 0.056100974742968768 -0.011226727174167124 -0.082893960140325476 -0.028314657274676733 0.05370113661621826 0.069883898378015494 -0.059515646255541767 0.064524147174510021 0.059078901122470828 -0.05743160427979116 0.026805260562971653 0.051717865200295469 -0.032396194984378034 0.015389386589226721 -0.13338572207940555 -0.11820933060174632 0.049375778588470413 -0.037690297076755058 0.014269260637821888 0.026450973457641958 -0.083417986699992744 -0.058947749255362739 0.032312894575258592 -0.03281539463490811 -0.046418914932366023 -0.012597176985280673 0.054191392799670807 0.067380431849107775
leaf_weight=0.061133588036219488 1.4396435779763113 96.259975819005447 0.46129884879701322 1.1139329645666323 0.26244907627551584 0.48789240341926809 1.0032981168478725 0.32118235761299452 1.6176802213303743 0.89597379599308613 0.96313403659087349 0.80627674097559054 1.5383962288033219 1.1564967446029184 1.3591873688710618 2.2308948311838313 0.18843967794047956 0.35060390643775363 0.56659625552128901 1.0586443785439303 0.82390175720502012 2.5957487031118944 0.21875870122376273 0.83182479165770962 0.48411555560960529 0.77655943084391765 0.5201562189322434 1.1353547443122805 0.74244104842364311 0.036357274624606362
leaf_count=62 47 2878 15 28 65 46 19 5 29 18 32 22 29 23 21 34 32 6 11 32 15 22 357 32 27 25 16 47 34 5
internal_value=1.01252e-05 -0.00050546 0.00205706 0.00102463 -0.0549016 0.00178424 0.0195408 5.22909e-05 -0.00828593 0.00459727 0.00496766 -0.00510039 0.00381922 0.0140639 -0.00096473 0.000861787 -0.0575896 -0.000930063 -0.00452012 -0.000448819 0.00406633 0.000922246 0.0104115 -0.0161561 -0.0281358 -0.00780529 0.0141071 0.000745037 0.0138096 -0.0619273
internal_weight=122.308 97.6996 24.6087 24.1474 0.323583 23.8238 2.11723 21.7066 8.05034 6.43266 13.6563 5.53669 4.73041 4.05408 2.89758 12.6931 0.676332 12.372 10.1411 9.79046 8.73181 8.16522 5.24882 2.9164 2.0925 1.26067 4.9937 2.39795 1.8778 0.255116
internal_count=4034 2925 1109 1094 127 967 47 920 220 191 700 173 151 73 50 668 78 663 629 623 591 580 481 99 84 52 119 97 81 362
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 2 2 1 0 1 1 1 1 1 0 0 2 2 2 2 2 1 1 2 1 1 1 1 2
split_gain=0.0138298 0.222538 0.202319 0.215902 0.292941 0.0829775 0.0828216 0.0805753 0.407957 0.352806 0.079452 0.254692 0.225737 0.114452 0.138126 0.136889 0.253119 0.151515 0.0951746 0.187558 0.0972547 0.201815 0.151656 1.46586 0.385172 0.462881 0.303148 0.282428 0.570297 0.405099
threshold=0.36006406990000012 0.49949103320000005 0.36359689830000008 36.124181380200007 43.426640904350009 48.96897326980001 43.487767439550005 38.625745710700009 0.35275889945000011 0.4778150355000001 0.34739977845000009 0.34656148020000005 0.34641178410000012 0.34623214870000002 0.34614233110000009 0.48597347385000006 0.48386275860000011 42.388109226950007 39.458743938000005 39.896141435400004 40.563919884450009 40.720231579350006 0.34560342505000002 0.34551360740000009 41.32819714970001 0.3459626957000001 0.34542378970000004 0.34479506600000004 0.3447052483500001 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 6 -6 9 10 -1 11 12 13 14 15 16 18 -17 -9 -20 -21 -22 23 26 -24 -26 27 28 -23 -29
right_child=2 -3 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 19 20 21 22 24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0068222169956192518 0.057140251193037034 0.043981486879739407 -0.00045454560726248264 -0.12267645938900179 0.092115347024941618 0.085794113885070009 -0.10504033426987716 0.022090027101895785 -0.057177488929063151 0.065083105903609648 0.014972736261765169 -0.036883856265588426 0.043173878604011416 -0.030846189962753314 0.024462253835671504 0.03434022346192777 -0.038288103152800596 -0.0068035366981478553 -0.028424784253790403 0.0097217348821588643 -0.050425106365770335 0.0008398638405503787 0.058156622147847753 -0.12954171242978857 0.012995586855221036 -0.048969463928663276 0.03092933723098017 -0.020325088763220166 0.081416179532624575 0.02320254235896467
leaf_weight=2.1715915084082833 0.1483774420103775 1.1799641021061678 50.409853822109561 0.43779308057469279 0.03118320379871875 0.10298549383878708 0.067276249785209075 1.806102885690051 1.248543618043185 0.99501471570692945 3.5982107544496094 1.8474156113807101 1.2322002742439497 1.1843634457327414 2.319780772086232 2.2566783232614394 1.8327260371297587 1.4834093302488325 2.4191765226423732 8.6038141982862708 0.84402605810509967 7.207238056740616 1.4099112544208745 0.9099920995759011 6.4655972562850366 1.4818084654107222 2.7583517604507497 11.951184892051968 1.0003010162326971 2.6039741994609349
leaf_count=220 7 37 2466 40 4 3 57 31 31 33 38 28 15 15 14 37 29 14 27 63 69 320 6 27 125 36 35 130 16 61
internal_value=1.17866e-05 0.000917069 -0.00124031 -0.0515319 -0.0767564 0.0230399 -0.0425989 0.000187306 -0.000555199 0.015772 0.000528816 -0.000314643 0.000815654 -7.59626e-05 0.000559444 -0.000448097 -0.00179481 0.0180216 -0.000442597 -0.00129657 0.000154217 -0.0020929 -0.000953039 -0.0048263 0.00998754 0.00144209 -0.000379385 -0.00417333 0.0106602 -0.0125378
internal_weight=122.009 70.8114 51.1975 0.787615 0.639238 0.201445 0.0984595 69.6314 66.4648 3.16661 65.2163 61.6181 59.7706 58.5384 57.3541 55.0343 51.2942 3.74009 49.4615 47.6554 45.2362 36.6324 35.7884 26.431 9.35732 7.94741 25.521 22.7627 8.20754 14.5552
internal_count=4034 1457 2577 111 104 64 61 1420 1167 253 1136 1098 1070 1055 1040 1026 975 51 946 915 888 825 756 589 167 161 562 527 336 191
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 0 1 2 0 0 0 0 1 1 2 1 1 2 1 0 1 1 1 1 1 2 2 1 2
split_gain=0.0150129 0.148535 0.18222 0.137074 0.255728 0.165383 0.345919 0.547052 0.110801 0.102753 0.0906387 0.0845411 0.0772195 0.429145 0.31476 0.296056 1.11119 0.592661 0.599214 1.02055 0.179024 0.540216 0.475986 0.211119 0.294847 0.204244 0.228517 0.67778 0.37125 0.189771
threshold=42.283941020600004 42.456897412850005 0.34641178410000012 42.006870117350005 41.965809985500009 0.48306936920000004 0.49485045360000007 0.4025178887000001 42.488347682450005 0.51401155655000019 0.54562737640000014 0.53928026105000015 0.47976108500000009 0.34569324270000007 0.34467530910000005 41.481306584950012 0.34569324270000007 0.34587287805000005 41.872294782850005 0.34614233110000009 0.48200652675000005 0.3453339720000001 0.34560342505000002 0.36006406990000012 0.36359689830000008 0.34587287805000005 41.319407281650008 40.844669808050007 0.34739977845000009 39.792680591700012
decision_type=2 2 2 2 2 2 2 2 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 12 -5 -7 -8 -3 -4 -9 -11 13 -1 -14 20 -17 -18 19 -19 -16 -22 -23 25 -25 -24 27 28 -27 -30
right_child=1 8 9 5 -6 6 7 10 -10 11 -12 -13 14 -15 15 16 17 18 -20 -21 21 22 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0026732603184735464 -0.055589645414948555 0.035283381004974072 0.020217607597001887 -0.0052602833905274352 -0.056376834542768477 0.073169813335633299 -0.044140508731449077 0.10196313781586518 -0.0004914604379315467 -0.042449375133777292 0.035260002670483077 0.0014633525225033785 0.050855345794935128 0.07775226890656986 -0.01560603084134245 -0.12809515900371546 0.054604515734088879 -0.17383429598128908 0.015316669879042406 -0.022084650084506722 0.042364905094222985 -0.053089811508777444 -0.0073384821642678705 -0.074557137374685375 -0.00044308615894977162 -0.037274162103787346 -0.007961553397403837 0.11019471597593825 0.0025021506999226423 0.084296834373748561
leaf_weight=20.26633406533654 1.0631930646287089 0.89579899749333236 0.92908857596921768 2.0749385528151825 0.80533808694104791 1.199930025264621 1.0342525696032678 0.36832787562161673 25.802563597685875 0.89390988019295015 0.45581583191233221 0.86039729367166728 1.1286839079111874 0.79103608784411861 6.5116734923673212 0.86315958201885123 1.2473616823554037 0.56867764890193973 2.2192579691472929 2.0081969085285891 3.1120883356779805 1.6700622150674451 2.0815629065036765 0.54448151204269279 37.941813529503854 0.88758499175310213 1.1097807511687277 1.0507482420653103 0.50174236879684009 0.65255673276260495
leaf_count=478 37 28 8 40 34 6 21 7 1517 21 41 25 10 87 53 17 8 4 43 101 23 31 11 16 1283 11 9 17 23 24
internal_value=1.47905e-05 -0.00190769 -0.0205535 0.000657302 -0.000290619 0.0165313 0.0313159 0.0042916 0.000708878 -0.00667173 0.0650711 -0.0209124 0.000239795 0.00549366 -0.00148616 -0.00242432 -0.0219599 -0.00680116 -0.0227713 -0.0555735 -1.76956e-05 0.00203076 -0.000672132 0.0012832 -0.00149161 0.0182776 0.0309658 0.0449348 0.0113522 0.0487429
internal_weight=121.54 30.445 3.74659 91.0954 85.9621 5.13326 3.05833 1.8584 26.6984 2.6834 0.824144 1.75431 85.1568 21.0574 64.0994 62.9707 6.90665 6.04349 4.79613 2.57687 56.0641 49.5524 46.4403 44.7703 38.4863 6.28398 4.20241 3.09263 2.04188 1.1543
internal_count=4034 1636 91 2398 2283 115 75 69 1545 54 48 46 2249 565 1684 1674 173 156 148 105 1501 1448 1425 1394 1299 95 84 75 58 47
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 0 0 0 0 0 1 0 0 0 2 2 2 0 2 1 1 2 1 1 1 0 0 1
split_gain=0.0169479 0.114631 0.0252498 0.0580279 0.0139944 0.135661 0.181416 0.129432 0.244382 0.244118 0.236159 0.149198 0.104058 0.094703 0.166686 0.0846181 0.0656335 0.0596655 0.140581 0.218258 0.0494591 0.0494512 0.0852276 0.0430039 0.379691 0.255869 0.0372963 0.143418 0.185362 0.176903
threshold=0.39606598605000004 0.31060447290000009 0.39498817400000003 0.37331217625000007 43.631818398850008 43.680097826700013 0.31060447290000009 0.50889194935000015 0.53158588065000012 0.48386275860000011 0.49094338495000006 0.4778150355000001 0.38780276035000005 0.53347205170000012 0.53866650695000018 0.54386096225000014 49.835088602800006 48.778770352700008 47.927946529500012 0.47769527860000011 50.205949521800008 0.35807311160000005 0.35862698720000002 43.308802343500005 0.34623214870000002 0.36160593995000007 0.34311846950000008 0.46989611090000011 0.46898296455000005 0.33992994225000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 23 -6 -7 9 -9 11 -11 17 -10 -14 -15 -16 -17 18 19 21 -18 -8 -23 26 -25 -26 27 28 29 -2
right_child=4 -3 -4 -5 5 6 7 8 12 10 -12 -13 13 14 15 16 20 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.030148359462151643 0.011720445582369177 -0.10617457358618539 0.044886176043356034 -0.1010966336737219 0.077323436566627018 -0.11296552432618848 -0.10439105592568157 -0.11566384425489296 -0.10776948174436832 0.10489074488875015 0.016846627767238758 -0.048661521079895347 0.078690063061045701 -0.10594384014834374 0.011936850073316678 -0.10340224822208106 0.08654201689102331 0.0024096146792673251 0.10287391461933243 0.10216815569584273 -0.10088289929575743 0.10134591439158054 -0.10056696925734387 -0.092099715869734394 0.099206227722646673 -0.025205417866192015 0.00022285982447381973 -0.054807821838751949 0.10536667511714988 -0.091782220500732703
leaf_weight=0.097993611532742331 0.77780904514564386 0.11221325743184707 0.13346146652474999 0.051335588893607564 0.24509642518024222 0.13540986849329684 0.12524956882407234 0.22637147262182855 0.094961998522194224 0.48434909785021296 0.82114560307093143 0.54335798101965327 0.139773474424146 0.15448730883872475 1.3252526416326871 0.12123077036261509 0.041299509392047185 3.5848680834751576 0.20667873881757259 0.12562330067157745 0.021362426919040445 0.039626490324735641 0.044248616388358641 0.43967656813037936 0.28567350458251894 0.39234394394361516 109.34563985941021 0.58610976975614892 0.16131240546383196 0.20963990074233152
leaf_count=13 155 46 13 119 14 17 60 194 10 15 43 20 7 19 18 242 10 31 3 2 153 1 57 13 9 47 2655 15 12 21
internal_value=2.40406e-05 -0.0206558 0.0132786 -0.0149703 9.17297e-05 0.00400868 0.0018267 0.00374574 -0.0174527 0.0112838 0.0495117 0.000596442 -0.00574143 -0.00036894 -0.00701124 0.00311623 -0.060451 0.00708282 0.0380248 -0.00201405 0.022646 -0.0645974 -0.00517396 -0.000204329 -0.0197216 0.0272138 -7.94599e-06 -0.0145552 0.0059821 -0.0102536
internal_weight=121.074 0.395004 0.282791 0.149329 120.679 8.48039 8.2353 8.09989 2.12474 5.97515 1.30549 4.66965 1.89837 1.80341 1.66363 1.50915 0.183893 4.12629 0.541427 0.334748 0.0626619 0.209125 0.0838751 112.198 1.11769 0.678017 111.081 1.73487 1.14876 0.987449
internal_count=4034 191 145 132 3843 916 902 885 653 232 58 174 459 449 442 423 405 154 123 120 163 118 58 2927 69 56 2858 203 188 176
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 0 2 2 0 0 2 2 2 1 0 0 1 1 1 0 2 1 0 1 1 1 1 2 0
split_gain=0.0134671 0.119189 0.325799 1.03953 0.342899 0.814207 0.118881 0.0863359 0.171793 0.752958 0.188826 0.180308 0.174929 0.14795 0.133739 0.120702 0.301994 0.235334 0.204386 0.415753 0.102205 0.0827202 0.0786759 0.333041 0.296601 0.274917 0.201023 0.19464 0.156789 0.284457
threshold=0.48271009850000007 0.34494476210000008 0.3453339720000001 0.34542378970000004 0.34566330350000002 0.34575312120000007 0.48244064550000004 43.157831852650006 42.779078631750004 0.50339810185000011 0.51675099550000014 43.077238082650005 42.622319549950006 43.680097826700013 0.34739977845000009 0.48447651265000008 0.48797940185000005 0.34739977845000009 0.35374689380000007 0.36359689830000008 0.55832160710000012 42.047301293400004 0.34656148020000005 0.48028502140000007 0.34608245260000009 0.35275889945000011 0.34584293880000011 0.34569324270000007 38.478081868400004 0.47817430615000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 22 8 12 -10 -11 -12 15 20 -15 -7 -17 -18 21 -20 -9 -19 24 25 26 -24 27 -1 -27 -30
right_child=1 2 3 4 5 7 -8 13 9 10 11 -13 -14 14 -16 16 17 18 19 -21 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=-9.2560159811282136e-05 -0.022346570211200577 0.037864850495756178 -0.16689191657702546 0.036968883874596258 -0.093388304192146623 -0.019555999746477495 0.031164314359031903 0.044187790682316125 -0.087824340619351335 0.073515347502884701 -0.060876418581806861 0.058195202344704516 0.035458427758139247 0.10134388739979172 -0.0071297472400506231 0.035862531151949741 -0.031553727534831669 0.04572453148293254 -0.063992760462672035 -0.00017043210609888639 -0.0027539336082336948 0.0087994764721700328 -0.10393524021081434 -0.12433578419809993 0.053638241548917082 0.093724260631134246 -0.027060317295084842 0.02988148346772327 0.055666127885773832 -0.13423129665215258
leaf_weight=38.692475412038661 2.4855793323367825 2.1942766662687054 0.37692386470734973 2.3749151630327097 0.95464431867003341 3.3888100753538373 1.2999880891293276 1.6493793913396069 1.0824480112642043 0.52429132407996781 0.30596112647765494 0.21763401124917436 1.3281294182270347 0.11837270110845599 2.8549803787760624 2.2379218759015194 2.5056618079543105 1.2730523805366822 1.0443517315434281 45.034298801679036 0.6452869917557108 1.1590637043118475 0.17885276588458399 0.26174744045511034 1.0508089441573236 0.2722308447770132 2.6054421987064407 2.2949008095802119 0.23883690428806403 0.11778300465084612
leaf_count=960 25 28 5 29 16 21 56 43 17 10 34 15 34 3 705 27 18 33 38 1592 37 9 20 12 40 34 30 31 110 2
internal_value=2.23311e-05 -0.000820752 -7.00317e-05 -0.00127507 -0.000366403 -0.00170329 0.00134499 -0.000364343 -0.00144028 -0.0293298 0.0310939 -0.0113839 -0.000415395 0.0119108 -0.00281128 -0.00125654 -9.20637e-05 -0.00166927 -0.000125691 -0.00161694 0.0309872 0.0281273 0.000496992 -0.026307 0.00113909 0.00546053 -0.000126407 0.0015857 0.036574 -0.00705244
internal_weight=120.769 73.756 71.2704 69.0761 68.6992 66.3243 47.0131 65.3696 60.1016 2.13033 1.04789 0.523595 57.9713 5.26802 2.97335 56.6432 53.2544 51.0164 48.5108 46.0787 2.29467 2.43212 45.7131 1.06945 44.6436 0.807704 43.5928 40.9874 0.628851 0.35662
internal_count=4034 2739 2714 2686 2681 2652 1295 2636 1848 76 59 49 1772 788 708 1738 1717 1690 1672 1630 80 42 1239 178 1061 166 1021 991 146 112
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 1 1 0 1 2 2 2 1 0 2 1 2 1 0 2 0 2 2 2 2 0 0 2 2
split_gain=0.0157699 0.129444 0.0634898 0.235881 0.122721 0.135631 0.10396 0.48846 0.222335 0.137459 0.239064 0.147929 0.166511 0.330244 0.282356 0.254169 0.154435 0.110698 0.0914733 0.296443 0.222699 0.113106 0.165481 0.516453 0.228037 0.400603 0.289224 0.163936 0.104246 0.111199
threshold=41.218101594450012 41.147265497500008 0.47736594710000008 0.47700667645000011 39.952536079750011 0.47464147780000004 0.37078231190000005 0.37413550490000008 0.50278434775000014 0.36006406990000012 35.509685375550013 39.458743938000005 40.241071441700008 0.34527409360000011 0.47961138885000004 40.563919884450009 0.34674111555000003 40.94178426300001 0.39542229275000007 0.53544804050000006 36.728658719300007 0.52770875125000016 40.098777110850008 39.749124837650008 39.420767558750008 38.748048509250005 0.5223196910500002 0.52005927965000021 40.844669808050007 40.377444152000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 9 11 -11 16 13 -13 -14 -16 -4 18 21 20 -20 22 23 24 25 26 27 -9 29 -21
right_child=-2 -3 6 -5 -6 -7 7 17 -10 10 -12 12 14 -15 15 -17 -18 -19 19 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0044852424534831525 -0.0011578536722328247 0.032376561446504908 0.048507749348431717 -0.077727190833875512 -0.077263365282505214 0.066074460057090584 -0.085369692947723216 -0.011703551033914458 0.034882592390023913 0.018863875529177055 -0.037925409168338128 0.011884639284142504 -0.013726390160235273 -0.03130326027482544 0.04999903509288306 0.0097502147803517486 -0.0023459979881008983 -0.02446226170045902 0.0089418326712574683 0.0017999778618071978 -0.10494390532383238 0.027336605936302667 -0.034466986052849112 0.072213078445300671 -0.046222682682684826 0.045749653614786112 -0.043280399734142404 0.050226381889990228 0.023379227300068334 -0.017459750755921037
leaf_weight=2.7305253721810776 58.241254540558678 1.2982906147099118 1.5321135269478063 0.47859097272157658 0.20569087360217952 0.30261612194590259 0.69803414854686963 1.0063952393829878 2.4029005102347574 1.1910979033200413 1.9628606390906496 3.6240285895764854 3.4146678894758207 3.461924463044852 2.1524791736155748 5.7878028051927686 0.97860780428163696 1.8472835009597464 0.26452237865123862 11.006571754502227 0.48933552324655238 2.378068253863602 1.0517924247542394 1.0669412761926649 1.0246304422616956 1.6650891164317725 1.7045088601480527 0.74301296845078457 1.6021544845671076 4.119903021660547
leaf_count=247 2202 31 22 9 102 8 29 31 27 19 40 21 27 30 33 38 32 38 20 695 78 25 19 12 21 22 36 18 30 72
internal_value=2.46273e-05 0.00113198 0.000465835 -0.0121976 -0.00251456 0.00255449 0.00128917 -0.00267517 0.0058756 0.00298412 -0.0164788 0.00591398 0.00281352 -0.00921531 0.01032 0.020661 0.0286864 -0.000749142 0.000808479 -0.00364086 -0.0649824 0.00811884 0.0025876 0.00799268 -0.00316023 0.00545924 -0.0139643 0.0145995 -0.000876567 -0.00344567
internal_weight=120.434 62.1924 60.8942 3.71742 3.23883 3.03314 57.1767 30.6682 26.5085 24.1056 3.15396 20.9516 18.4409 7.08595 11.3549 7.94028 2.51072 29.9702 28.1229 17.4825 0.753858 10.6404 8.26237 7.21058 6.14364 5.11901 3.45392 1.74941 16.7286 15.1265
internal_count=4034 1832 1801 366 357 255 1435 1146 289 262 59 203 149 51 98 71 54 1117 1079 895 98 184 159 140 128 107 85 49 797 767
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 1 0 2 1 1 1 2 0 1 2 0 0 2 2 0 0 1 0 1 0 1 2 2 1
split_gain=0.015972 0.105372 0.0815955 0.150824 0.0932978 0.332181 0.175287 0.12291 0.337524 0.14281 0.125091 0.11793 0.0826343 0.0812253 0.0749309 0.0746686 0.0728428 0.0893947 0.055373 0.239045 0.173541 0.371203 0.280377 0.413379 0.830499 0.568153 0.384252 0.194066 0.239091 0.0895428
threshold=38.400997490450003 38.748048509250005 0.55074698365000019 0.42039160505000012 0.5017514446000001 0.36575252235000005 0.36533337325000009 0.52770875125000016 36.893814626400008 0.39542229275000007 0.36575252235000005 0.38780276035000005 37.627645350900004 0.52366695610000014 0.40301188585000008 38.969453495950006 0.46989611090000011 0.48098859315000003 39.896141435400004 40.003678352300007 0.47515044460000005 0.47943175355000006 0.3453339720000001 0.50339810185000011 0.37078231190000005 0.5223196910500002 0.39072183470000005 39.110279783550006 39.458743938000005 0.41236789315000005
decision_type=2 2 2 2 2 2 2 2 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 6 16 8 10 -9 -6 -10 -4 -12 -11 -3 -1 -18 20 -20 -17 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 15 12 -5 7 -7 -8 9 11 14 13 -13 -14 -15 -16 18 17 -19 19 -21 21 22 23 24 25 26 27 28 29 -31
leaf_value=-0.0089627014244902433 -0.024347278967027979 0.019166214211222131 -0.01331797702985317 0.043414616397025457 0.043351860123710104 0.068915444237545517 -0.038934624085012845 0.032797926572402866 -0.068985297606994928 -0.037279329471451843 -0.022201669691291219 -0.021894136890626387 -0.10384684109547303 0.02190740048548237 0.0065207779267178138 0.039431299751677258 0.040019173631371141 0.0038147097117937918 0.028294775504545212 -0.00050622741620683803 -0.059512083285124522 0.048056359997297675 -0.057132180347656394 0.10651339910984459 -0.074047161833592709 0.045026404812555057 -0.053254122422403419 0.039812949095827749 2.6636331195987292e-05 -0.047303276234803834
leaf_weight=1.2877950888880283 1.8091004329850182 1.9929287927849362 1.2008736772770152 0.96103192184818986 0.76854276657104525 0.87258392467197143 0.86381945013999928 1.5071543455123904 1.0159169249236586 0.61819876104709681 1.0719386588971245 1.1159661834353753 0.11007107252781612 0.68379030798314477 1.0607941573543938 0.75360022840322827 1.2231118536878969 1.5415952998446298 2.9818414691076205 85.895008918950168 1.336309840902685 0.95908409729599853 1.4718248138669858 0.67598499916493882 1.1383602591231463 1.5808611921966074 0.93965831034574909 0.94470787970476555 0.79940877784974851 0.79948387129286402
leaf_count=205 62 46 316 17 7 20 11 17 18 31 36 31 72 15 30 18 25 42 30 2735 18 7 26 6 33 17 30 46 26 41
internal_value=2.72148e-05 -0.000423793 0.00297883 0.00512578 0.00242633 0.0120556 0.00196367 -0.00468163 -0.0150376 0.0104523 0.00970537 -0.0443347 -0.0209191 -0.00502285 -0.00960625 -5.96122e-07 0.0106814 0.0198316 -0.000381525 0.000460054 -0.00694307 -0.0102259 -0.00315111 -0.00903261 0.00125953 -0.0102117 0.00413784 -0.0144193 -7.2852e-05 -0.0236394
internal_weight=119.981 104.078 15.9032 14.5922 13.6312 5.78891 4.91632 7.8423 4.65615 3.18615 2.52427 2.13188 1.31094 1.75573 1.67899 102.269 4.0525 2.76471 100.276 88.8769 11.3993 10.6457 9.30937 8.35029 6.87847 6.20248 5.06412 3.48326 2.5436 1.59889
internal_count=4034 3141 893 505 488 303 283 185 107 78 58 49 388 51 61 3079 272 67 3033 2765 268 250 232 225 199 193 160 143 113 67
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 2 0 0 1 0 2 1 2 1 2 0 0 0 1 1 0 0 0 0 1 1 2 2 0 2
split_gain=0.0177151 0.11861 0.277242 0.214156 0.0944314 0.0770728 0.0715782 0.0697355 0.0626427 0.0555978 0.0348592 0.0684784 0.025485 0.0431763 0.0203659 0.132795 0.441372 0.249814 0.186403 0.152434 0.148625 0.118718 0.115501 0.262846 0.271692 0.124569 0.0852091 0.0609278 0.0479198 0.0448616
threshold=35.171584490050009 0.49880243110000005 0.36533337325000009 0.50008981770000005 35.050303764500008 36.010074051050005 0.54386096225000014 0.50086823750000009 0.34398670700000006 0.49094338495000006 36.364346611650006 0.36533337325000009 33.151194885250007 0.31100865245000009 38.400997490450003 0.50410167360000013 0.52770875125000016 0.5223196910500002 0.36491422415000008 0.39542229275000007 0.48098859315000003 0.46989611090000011 0.54228915300000013 0.54942965780000008 0.40955360615000008 0.45280081435000008 38.748048509250005 38.969453495950006 0.53866650695000018 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 6 7 -5 -2 12 -10 11 -7 13 -1 15 18 17 -17 20 -18 21 -12 -21 -24 -25 -26 28 -28 -16 -29
right_child=5 3 -4 4 -6 10 -8 -9 9 -11 14 -13 -14 -15 26 16 19 -19 -20 22 -22 -23 23 24 25 -27 27 29 -30 -31
leaf_value=0.10066162911488614 0.047817912594418213 0.10149794444659575 -0.14909066481609071 0.028402811337186841 -0.03971522394268627 0.011271372894613883 -0.012406360017146706 0.005579905556395124 -0.10259195627004469 0.019039539997852538 -0.0095132724106828867 -0.056733744480896534 0.084816776721961085 -0.10067962808997866 -0.040096163436281536 -0.010494423620208658 0.053337603780838488 -0.077716185207604024 0.04745237091208894 0.020549164794740393 -0.038720597775317243 0.03707405764642812 -0.11416115544938082 0.10766129134465899 -0.10412109053501806 -0.0032170840479893957 0.017383674286879213 -0.0062902791753880654 -0.0073646832126455343 0.00041505699204432198
leaf_weight=0.019745253026484888 0.63041592785520961 0.19580508768558536 0.1849337094463408 0.743034067036206 0.65323287757198034 0.28345950242510198 1.0195374174299869 1.0287481454250551 0.069581880034419896 0.081713982741348445 1.0173725027343596 0.31001268650973657 0.095820361631922424 0.023124048365843919 0.80315523566605307 1.2354183037568875 0.82491558045148883 1.0005880894168511 1.4167400513499613 1.8583754133724144 0.65526635944843281 1.1830642255954442 0.23470664743217617 0.1998770534992218 0.15248878608144878 0.61896891423370448 1.9783637282538382 11.240173846649666 1.0094616666833642 88.840309758504191
leaf_count=1 31 5 4 31 8 28 198 46 34 11 50 45 17 62 33 24 9 29 21 36 20 20 10 1 61 91 46 268 29 2765
internal_value=3.16682e-05 -0.00744589 -0.0534154 0.000913625 -0.00723891 0.00022974 0.00479726 0.0216287 0.00760003 -0.0368995 -7.93621e-05 -0.0242525 0.0561444 -0.00794348 4.61844e-05 0.00426572 -0.00517257 -0.0405754 0.0177973 0.0151808 0.00308511 0.0155344 0.0049093 -0.01919 0.00375818 -0.0231621 -0.000376202 5.4987e-06 -0.0218677 -0.000338028
internal_weight=119.608 3.08653 0.474919 2.61161 2.4158 116.522 1.76257 1.65916 0.289986 0.151296 114.863 0.593472 0.13869 0.0428693 114.269 10.3978 6.12534 2.23601 4.27244 3.88933 2.8557 2.20044 3.06442 1.20604 0.971335 0.771458 103.871 102.059 1.81262 100.08
internal_count=4034 371 129 242 237 3663 229 77 125 45 3586 73 80 63 3513 372 261 53 111 208 90 70 199 163 153 152 3141 3079 62 3033
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 1 1 2 2 2 0 0 1 2 2 0 1 0 2 0 2 2 0 2 0 1 1 0
split_gain=0.0159889 0.208333 0.177052 0.276717 0.139055 0.156003 0.30245 0.162509 0.0849128 0.248211 0.214584 0.173229 0.159174 0.0865235 0.562586 0.41593 0.655467 0.524825 0.517166 0.535032 0.282442 0.161426 0.231483 0.148348 0.494223 0.13117 0.125936 0.280709 0.710743 0.159716
threshold=0.34509445825000007 0.34503457980000002 0.48597347385000006 0.48386275860000011 0.34494476210000008 0.34485494450000004 0.34479506600000004 0.3447052483500001 0.34527409360000011 40.890797847750008 41.646178195200001 42.198888176300009 0.47865333370000007 0.48119816770000007 0.34542378970000004 42.141702038450013 40.984321400500008 0.47916230050000003 0.34545372890000009 0.47916230050000003 42.686561923500008 0.47769527860000011 42.719328117250008 40.280372415600006 0.47997065955000012 44.756878345700009 0.48244064550000004 0.34566330350000002 0.34575312120000007 0.48271009850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 12 -11 -12 -2 15 -15 16 23 -18 -17 20 -20 22 -22 24 -10 -24 -16 -28 -29 -30
right_child=8 -3 -4 -5 -6 -7 -8 -9 13 10 11 -13 -14 14 26 18 17 -19 19 -21 21 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=-0.0013129711711127503 0.027643463028619787 -0.033912508084359867 0.043306956077099543 -0.063162622141992378 -0.029793613427211971 0.022919270643006778 -0.052835292880701379 0.031873058112020979 0.00083920111208069144 -0.026944854983278616 0.033390706053448557 -0.0076738272571214312 0.10656699775107814 -0.081819767805513977 -0.017369389659765384 0.0099289830187500698 0.010572996093243803 0.067643230563536702 -0.10771946933928817 -0.12527049387813011 0.10201931930842448 0.075370412323616534 -0.10302937236476339 0.0055714723557595556 -0.098874643368889015 0.025889396787236531 0.034413710900238377 -0.086694279022902526 0.044405695539852678 -0.00018169579645391665
leaf_weight=12.202329205088988 0.78338664627365406 1.9158215122879472 0.92497966345399518 0.7010226845741262 1.3825725286168324 3.2608208670753802 1.0551943195516997 1.6785829642030883 1.6505476165831949 1.7151850560840101 2.3053657669806853 1.8529558667796662 0.37925075739622116 0.8653852716088285 4.2732837064110631 2.3552000394556662 3.439402078742205 3.0317574050277472 0.24276156812629757 0.75584865070413787 0.1173408180475235 0.28682416956871748 0.23644696703706813 2.5567389501047728 0.7112604563590138 0.1184639964485541 2.3333755284547797 0.95120810903608699 0.81352438684552808 64.474672076230519
leaf_count=545 60 23 17 4 17 46 16 26 61 16 22 38 6 14 29 60 43 33 27 20 2 13 68 25 10 60 29 16 52 2636
internal_value=2.93489e-05 -0.00233197 0.000521195 -0.00143023 0.000780029 0.00310296 -0.00122329 0.00270013 0.000596586 0.0111729 0.00281657 0.0150923 0.0533882 -0.000237549 -0.00166574 0.00655317 0.0163961 0.0373106 -0.0207047 -0.061752 -0.0138297 0.0161974 -0.0197416 -0.0111203 -0.0291897 -0.0599982 -0.000713535 0.000324417 -0.000876426 0.000373886
internal_weight=119.372 23.1213 21.2055 20.2805 19.5795 18.1969 14.9361 13.8809 96.2502 7.03614 5.87351 4.15832 1.16264 89.214 73.7114 15.5026 11.3897 6.47116 4.11289 1.75769 1.00184 0.759076 0.472252 4.91855 2.36181 0.354911 72.8461 68.5728 66.2394 65.2882
internal_count=4034 694 671 654 650 633 587 571 3340 142 76 60 66 3198 2776 422 172 76 250 190 170 143 130 96 71 128 2762 2733 2704 2688
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 1 1 1 0 1 0 0 1 1 1 2 0 2 0 1 0 1 2 2 0 1 1 1 0
split_gain=0.0167261 0.109298 0.0720267 0.185398 0.0986991 0.109734 0.0892157 0.173558 0.201496 0.243214 0.199369 0.304387 0.105252 0.0854996 0.0738375 0.440296 0.0753644 0.510091 0.412749 0.318814 0.138045 0.748973 0.176905 0.124487 0.101532 0.151472 0.0614568 0.0546739 0.596301 0.220402
threshold=41.218101594450012 41.147265497500008 0.47736594710000008 0.47700667645000011 39.952536079750011 0.47464147780000004 0.34488488370000009 0.34512439750000007 0.34527409360000011 0.47865333370000007 0.34569324270000007 0.48119816770000007 0.47961138885000004 0.32388251845000005 0.34641178410000012 0.35738450945000005 40.003678352300007 0.5216909673500002 39.952536079750011 0.53749887730000012 0.42039160505000012 0.55257327625000008 0.43837010870000009 40.636252116050009 39.685256516350002 0.52432561900000019 0.34440585610000002 0.36945001650000003 0.37078231190000005 0.50086823750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 26 12 -8 -9 -10 -11 -12 -4 -6 -13 -16 18 -18 24 -19 -21 -22 -23 -24 27 -26 -1 29 -29 -17
right_child=-2 -3 6 -5 13 -7 7 8 9 10 11 14 -14 -15 15 16 17 19 -20 20 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00061871335684765723 -0.001185729632175193 0.030115604080838101 -0.00098953506687437728 -0.072647273252412825 0.045238061385944051 0.0601108488747839 -0.02784646720565967 0.037007215470395448 -0.049314286304269345 0.018632718409524528 -0.064227817091025194 -0.018185394442637722 0.026250699370543501 -0.10936396860142142 0.062761309057876399 0.0062969961246678906 -0.057106738462476471 0.062325896730886524 0.057345022139719162 0.0098863903057825799 -0.073711365553331951 0.03536159900161441 0.015688028727146242 -0.034357083254731489 0.0043512450359815538 -0.051551576038526871 -0.040179814754003063 0.10381916891445826 0.00019446241318675308 -0.042130340151372833
leaf_weight=2.2419226968002564 57.89380477085902 1.2786543293423154 2.6999858291819683 0.45697589404880989 0.046843646073284506 0.27605688478797663 2.1269829105585805 1.5336976083926845 0.97252619406208296 5.7518331110477439 0.75363479973748226 2.1282397992908946 2.9883343949913979 0.15133551859935324 1.118373459088615 3.0107800227124342 1.7638951619990724 0.78727378742769261 1.2859515249729145 3.9947353312745673 1.5199119385797528 1.5620385985821488 0.98338480635493386 1.0050542421722637 0.99963312502950319 0.94090298345867041 0.44201001329224343 0.57488450966775673 16.312615565704327 1.3662699999513277
leaf_count=173 2202 31 24 9 19 8 14 12 15 36 14 13 19 83 37 61 37 21 10 30 22 25 84 59 21 44 74 8 809 20
internal_value=3.21261e-05 0.00118655 0.000567946 -0.0131138 -0.00449954 7.47438e-05 0.00144834 0.000110811 0.00134029 0.000172238 0.00122168 -0.00127524 0.013321 -0.0728207 -6.96829e-05 0.000966015 -0.000948007 -0.0075817 0.0021984 0.00128487 -0.00401632 -0.0149697 0.0101769 -0.00960722 -0.000857644 -0.0227542 -0.00610029 0.00114057 0.00372206 -0.00881931
internal_weight=118.969 61.0747 59.7961 3.61514 3.15817 2.95999 56.1809 50.4926 48.3656 46.8319 45.8594 40.1076 5.68832 0.198179 39.3539 37.2257 36.1073 11.6163 24.491 9.8524 9.06512 5.07039 3.55048 1.98844 23.2051 1.94054 2.68393 21.2646 16.8875 4.37705
internal_count=4034 1832 1801 366 357 255 1435 1392 1378 1366 1351 1315 43 102 1301 1288 1251 278 973 241 220 190 168 143 963 65 247 898 817 81
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 1 1 1 1 2 2 2 0 1 1 0 2 0 0 0 0 0 0 1 2 0 0 0
split_gain=0.014885 0.0767918 0.0593536 0.0771061 0.431267 0.300809 0.258055 0.228706 0.210385 0.619488 0.31323 0.287171 0.136836 0.180137 0.0652756 0.102265 0.148189 0.155151 0.0533678 0.0531607 0.0928323 0.0874898 0.0822755 0.0466407 0.0460133 0.0795721 0.0964762 0.0429027 0.611663 0.465053
threshold=38.400997490450003 38.748048509250005 37.52517992975001 0.50086823750000009 0.50278434775000014 0.36575252235000005 37.137227079750012 0.36533337325000009 0.36575252235000005 0.36945001650000003 0.37668033890000002 37.311503175250003 36.491284729650012 35.509685375550013 0.5519595221500001 0.40301188585000008 0.38976377950000002 0.4778150355000001 38.969453495950006 0.52005927965000021 0.52889135055000014 0.53928026105000015 0.54228915300000013 0.53866650695000018 0.49485045360000007 0.34398670700000006 35.171584490050009 0.5223196910500002 0.51675099550000014 0.52432561900000019
decision_type=2 2 2 2 2 2 2 2 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 23 3 5 -5 6 7 12 -6 -10 -11 19 13 24 15 16 17 -4 -3 -12 -21 -22 -23 -2 25 26 -1 28 -20 -29
right_child=1 18 14 4 8 -7 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 27 20 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.054934087827294337 -0.038991084699511132 0.016283211258558319 -0.0026991386442977482 -0.12026812021058314 0.04924293544282133 0.085798936922783994 0.092498036595522332 -0.058616320019216309 -0.15507083430333404 0.096014558677395626 -0.032880649169983678 -0.068315204187212833 -0.050404301825101486 0.088855139882135212 -0.019543072022418336 0.04335487446841696 -0.028493091934338702 0.042403375966369866 -0.00029522816570847008 0.024252646313944463 -0.041469853737329115 0.025855603956682828 -0.014201696849230531 -0.0066098993160555383 0.01671673032939738 -0.10338924181719258 -0.10324224185132716 0.046770069688106125 -0.064584523678132263 -0.0008349151688523172
leaf_weight=0.12812712948096316 0.79348071339336357 1.965557993686615 1.6549225794724405 0.32330797177201009 0.71505352109670628 0.46316569455666456 0.25994184984301671 0.73350500687956799 0.27382770180702198 0.31395030161365856 0.39930759497656243 0.66364727290783765 0.30702744047596287 0.31916409718542127 0.61516089583049893 1.0119335654062522 0.8784353510893651 1.4146838141605256 69.874710270120175 1.6052217123251464 0.55637502118770532 0.90484432689845595 1.1832937489392916 1.0122959370904991 0.62161481752991676 0.10050109927042605 0.055160718038678169 2.2301470349921173 1.5119306225886919 25.702864659997886
leaf_count=80 33 46 32 6 6 10 20 9 2 7 19 19 22 46 81 12 34 30 1479 42 27 12 317 29 14 42 4 49 45 1460
internal_value=3.61898e-05 -0.000398251 0.00292527 -0.00171182 -0.0074954 0.0117181 -0.00187051 -0.0127002 -0.00198407 -0.00819206 -0.00104401 -0.00677963 0.00928975 0.0242564 0.011182 0.0149927 0.00772311 0.0180872 -3.38281e-05 0.00200452 0.00528235 -0.00623263 0.00315617 -0.0208386 0.00148471 -0.0318797 0.00733071 -0.000356746 -0.00165684 0.00296582
internal_weight=118.593 103.091 15.5022 9.92704 6.93883 2.98821 2.52504 2.2651 6.61552 5.90047 5.62664 5.31269 1.5316 1.22457 5.57514 4.95998 3.94804 3.06961 101.285 4.64904 4.24973 2.64451 2.08814 1.80578 0.905404 0.283789 0.183288 99.3197 71.3866 27.933
internal_count=4034 3141 893 704 457 247 237 217 451 445 443 436 208 186 189 108 96 62 3079 417 398 356 329 62 140 126 84 3033 1524 1509
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 1 2 2 1 0 0 2 2 2 1 0 0 1 0 1 1 1 0 1 2 1 2 2 0
split_gain=0.0155337 0.173459 0.114792 0.121116 0.10984 0.0986984 0.0789055 0.15532 0.390127 0.0873325 0.097061 0.212239 0.0911899 0.214806 0.245213 0.287356 0.0747231 0.264921 0.154505 0.0619455 0.139786 0.234343 0.217167 0.3587 0.109555 0.320466 0.245871 1.03052 0.453896 0.225348
threshold=0.42780156285000009 0.54499865270000014 0.55481871800000016 0.4662734648500001 0.46280051495000007 41.147265497500008 0.42114008565000011 39.420767558750008 41.092444989200011 0.41988263825000011 0.5398790455000001 0.54136103710000005 37.784765830350004 40.340071172300007 41.178189531300006 0.40301188585000008 0.55832160710000012 0.56294721715000018 0.43287626120000006 0.52284362740000012 0.38906020780000011 0.39019789825000006 0.38733870245000007 0.51675099550000014 0.37668033890000002 40.241071441700008 0.37078231190000005 37.903039192800001 41.898943182100005 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 4 16 -3 9 -8 -9 10 19 -12 -13 -14 -15 -16 -4 -18 -19 20 22 -22 23 24 26 -26 29 -28 -29 -1
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 11 12 13 14 15 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00049388356391603092 0.059606018266110485 -0.067747804435175335 0.034330849373417148 -0.086365359212449422 0.0521823734983538 0.0019521546463773559 0.022470973165157657 -0.068306295806135231 0.010529098378756074 0.02073254198200351 -0.054160767725246632 0.017211089568159817 -0.053933925006245581 0.044879411964365901 0.0042951232301868796 -0.10788567113576075 -0.059467092274711232 0.072831101338071705 0.0025082378707084233 0.0063080867446885739 -0.065872877004894664 0.0012356638536870296 0.045820677684201311 -0.062722009523188793 0.067102367517185901 -0.0138303238836824 0.096389123001213203 -0.12476525900405272 -0.013017354756196821 0.030157375519690617
leaf_weight=71.947147373402203 0.52803879297566325 0.43417964773834583 0.68768189363253984 0.14514842832183283 0.48028501963744918 0.38183152070814685 0.81490774068151894 1.2207660206768198 1.2921270141068815 2.0264000126044257 1.0282893101684738 1.4147843480204754 0.91444497118936885 0.86292628105729852 0.86485941906721542 0.31025429342207644 0.68097864704759548 0.32971959983024124 5.9569981984449782 15.416170425898143 0.86842716881073956 1.2982417031461464 1.0246555563062418 0.91617037244577559 0.90824443660676379 1.060551999195013 0.45272728195413847 0.83372381643857785 0.64442709738796111 2.4813178852200499
leaf_count=1615 102 30 35 753 26 16 16 19 37 28 15 35 24 6 53 39 30 18 378 466 23 59 15 27 17 32 9 38 20 53
internal_value=3.54034e-05 0.00388576 0.000651391 0.00417772 0.0057931 -0.0351335 -0.000305836 -0.0154665 -0.0277692 0.000173405 -0.000230102 -0.0132873 -0.00366346 -0.0136662 0.00440144 -0.0253229 0.00288272 -0.000221079 0.00619646 0.000489872 -0.000598184 -0.0256623 7.83608e-05 -0.000513103 0.000214528 0.0235055 -0.000385991 -0.0356162 -0.0760467 0.000527977
internal_weight=118.226 9.62486 9.09682 8.28081 8.13566 0.816011 108.602 3.3278 2.51289 105.274 103.247 5.39556 4.36727 2.95248 2.03804 1.17511 7.65538 6.9677 6.28672 97.8518 82.4356 2.16667 80.269 79.2443 78.3281 1.9688 76.3593 1.93088 1.47815 74.4285
internal_count=4034 1388 1286 1240 487 46 2646 72 56 2574 2546 172 157 122 98 92 461 426 396 2374 1908 82 1826 1811 1784 49 1735 67 58 1668
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 0 1 2 1 1 1 1 1 0 0 0 2 0 1 0 0 0 1 0 2 2 2 2 2 2
split_gain=0.0153364 0.104524 0.229537 0.0598729 0.089134 0.0498708 0.12304 0.0391192 0.34803 0.319164 0.342639 0.157244 0.135081 0.0418374 0.0994152 0.0971744 0.0397251 0.108098 0.280588 0.271307 0.219159 0.629796 0.139677 0.102329 0.217993 0.0623972 0.0458077 0.0424736 0.185729 0.103089
threshold=35.171584490050009 0.49880243110000005 0.36533337325000009 35.879804895950009 0.50086823750000009 0.49485045360000007 0.34398670700000006 37.038444968100009 0.36491422415000008 0.38976377950000002 0.39736834230000012 0.3975479776000001 0.46280051495000007 0.5017514446000001 0.49880243110000005 0.47808448850000007 38.400997490450003 0.50706565670000014 0.38780276035000005 0.4778150355000001 0.5231430197000001 0.52770875125000016 0.39670967935000007 0.54300769440000007 37.784765830350004 38.748048509250005 38.969453495950006 39.896141435400004 40.003678352300007 39.685256516350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 8 13 -10 -11 -12 -13 14 15 -5 17 19 -19 -9 -20 -22 -23 -24 -25 -18 -27 29 -29 -28
right_child=3 -3 -4 7 -6 -7 -8 16 9 10 11 12 -14 -15 -16 -17 25 18 20 -21 21 22 23 24 -26 26 27 28 -30 -31
leaf_value=0.051012208158961847 0.05055841127989124 0.00068511293391832352 -0.13995851133485704 -0.10226280777966693 0.0010438090717364544 0.10028005468517652 -0.10314486059946629 -0.0021446008908012643 0.028502666075930678 -0.11632278422555538 0.10295701152847872 -0.10202050719998415 0.090489097490356163 -0.12395534864957528 -0.11610541648413984 0.10051946368750649 -0.018774610381554705 -0.063481297694412103 0.063402350801243221 0.060225577681036362 -0.11921467509146955 0.05359918365394855 0.018770711781118662 0.0011812175587193766 -0.11160770656373026 0.015250665616748375 -0.00035844786419263512 0.025396003970394106 -0.00036727946402648312 -0.022381699333953488
leaf_weight=0.12450071368443838 0.58448919554575585 2.5644850613640173 0.17728539137169719 0.040846791311085595 0.96183784395398675 0.0474316431209445 0.088635086799408569 1.7778426764855191 1.6014893148094418 0.38092890911138955 0.14160413993522525 0.11358083402541297 0.053673874659008192 0.21409167349338531 0.14313960075378418 0.05607070354744792 1.7929231455954937 0.64409861946478475 0.5991152937276637 1.1476645506918428 0.4065046580799393 0.66676333546638522 1.5439609622117134 0.85183061186137343 0.21451346641723035 1.9432190100166042 8.1461804052987059 2.8934393911886209 84.999467571916142 2.8757584417157878
leaf_count=80 24 242 4 46 38 8 37 49 21 20 2 59 36 3 2 5 62 13 8 30 18 7 22 57 62 46 202 30 2735 66
internal_value=3.08121e-05 -0.00702465 -0.0521804 0.00021534 0.0197596 0.00754219 -0.0130959 -5.15224e-05 -0.0118428 0.00400845 -0.0528601 0.0254112 -0.0402421 -0.0918157 -0.0631524 0.015055 0.000241429 0.00709676 -0.0019445 0.022323 0.00731037 -0.00181271 0.0127504 0.00231624 -0.0215082 -0.00028297 4.57502e-05 -0.000252956 0.000480849 -0.00610458
internal_weight=117.797 3.00234 0.437853 114.795 1.54633 0.260567 0.213136 113.249 2.74543 2.29128 0.689788 0.308859 0.167255 0.454149 0.240057 0.0969175 110.503 7.85229 4.92679 2.92551 4.28269 3.68357 3.27707 2.61031 1.06634 102.651 100.858 98.9148 87.8929 11.0219
internal_count=4034 371 129 3663 62 125 117 3601 194 138 117 97 95 56 53 51 3407 266 187 79 174 166 148 141 119 3141 3079 3033 2765 268
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 2 0 1 0 2 1 2 1 1 0 1 0 0 2 2 2 1 0 1 2 1 0 1
split_gain=0.0134402 0.144616 0.214257 0.0954505 0.0831069 0.0701291 0.231821 0.0974181 0.0953202 0.164882 0.16136 0.102849 0.0919537 0.101854 0.161897 0.0670268 0.12071 0.0706699 0.0847623 0.176755 0.0726273 0.178077 0.204923 0.262445 0.0660918 0.061424 0.0613763 0.044396 0.0383885 0.0450203
threshold=0.42780156285000009 0.54499865270000014 0.54064249575000012 0.55481871800000016 41.147265497500008 38.625745710700009 38.748048509250005 37.627645350900004 0.55832160710000012 0.43287626120000006 0.5654770815500002 40.844669808050007 0.43401395170000007 39.458743938000005 0.45206730335000006 0.42114008565000011 0.54797760550000019 0.41988263825000011 0.5398790455000001 0.54136103710000005 37.784765830350004 40.340071172300007 41.178189531300006 0.40301188585000008 0.56294721715000018 0.41615520495000008 42.402981339000007 0.43837010870000009 0.58415915690000009 0.4591329601000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 4 -3 7 -7 24 -8 -10 11 -11 -12 -14 27 17 -17 18 25 -20 -21 -22 -23 -24 -5 -1 -16 -15 -28 -30
right_child=1 3 -4 5 -6 6 8 -9 9 10 12 -13 13 14 26 16 -18 -19 19 20 21 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=5.5559212070843811e-05 -0.076636345275277865 -0.062434576907492267 0.087049350896275704 -0.10650592572810083 0.0017938971139877186 0.10850432400862874 0.040882160338388651 -0.10518468211687029 0.071370618976960329 -0.0572958764419964 0.10342269347804567 -0.0084982989309561243 0.034277206995476948 0.029685111493911988 -0.11043904206548733 -0.030388320021434035 0.0084434470927360426 0.018769737185852044 -0.04988479547799346 0.015176695805653201 -0.049625228588270391 0.041527431436630617 0.0039095263339524178 -0.10712844277206496 0.0001987072279573459 0.016164446016845534 -0.10105756268670418 -0.0018298375118446888 -0.10379261530999465 0.060607858641291396
leaf_weight=94.905683864450282 0.099187573397471307 0.42651816019133448 0.41267805514507927 0.063700010190585021 0.38178432382665051 0.21851579427874401 0.63633689004609539 0.12421978021477287 0.31110719046773727 0.73534849742645736 0.096764564514160045 1.0467387295275328 0.92473605480586218 0.54206396244990251 0.17851666954629752 1.9350792008335695 1.3653302130951486 1.9993638855812594 1.0223519671708334 1.3902092308308054 0.8972487956634726 0.84124885499477375 0.86334569866448851 0.28251623358437428 0.65411629764692236 2.4275933415246973 0.039468301024214725 2.5489457372909783 0.022498685872733404 0.064155824884892354
leaf_count=2352 91 30 11 11 16 3 23 77 9 36 1 28 54 26 234 34 38 28 15 35 24 6 53 39 280 22 93 99 10 256
internal_value=2.48766e-05 0.00362524 0.0553309 0.000689599 -0.0320976 0.0039187 0.00704423 -0.02342 0.00394201 0.000331387 -0.0032337 -0.0286338 0.0070139 0.00485462 -0.00315803 -0.000292941 -0.0143242 0.000149657 -0.000213085 -0.0125323 -0.00359867 -0.012648 0.00404842 -0.0234673 -0.00927041 0.000457332 -0.072711 0.00369687 -0.0193099 0.0179235
internal_weight=117.457 9.5274 0.511866 9.01554 0.808302 8.20723 7.3652 0.842036 7.14668 6.51034 6.19924 1.78209 4.41715 4.32039 3.39565 107.93 3.30041 104.63 102.63 5.29692 4.27457 2.88436 1.98711 1.14586 0.717816 97.3333 0.304639 3.09101 0.126123 0.0866545
internal_count=4034 1388 102 1286 46 1240 872 368 869 846 837 64 773 772 718 2646 72 2574 2546 172 157 122 98 92 291 2374 593 125 359 266
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=2 0 1 2 2 0 0 1 0 1 0 2 2 1 0 0 1 1 0 1 0 2 0 1 1 2 2 0 1 2
split_gain=0.0147963 0.0896198 0.200387 0.0500698 0.0697594 0.0631897 0.0650264 0.0606739 0.0451023 0.108824 0.0349259 0.0688266 0.0248633 0.0385197 0.0208422 0.218523 0.339797 0.592926 0.191579 0.134974 0.148304 0.562001 0.805442 0.150564 0.109833 0.395257 0.833144 0.464068 0.227486 0.810258
threshold=35.171584490050009 0.49880243110000005 0.36533337325000009 36.242939472700009 36.491284729650012 0.50086823750000009 0.52005927965000021 0.37413550490000008 0.49485045360000007 0.34398670700000006 0.54386096225000014 35.050303764500008 33.151194885250007 0.31100865245000009 0.5223196910500002 0.51675099550000014 0.38733870245000007 0.38906020780000011 0.5231430197000001 0.38370108680000009 0.52688542260000015 38.748048509250005 0.52432561900000019 0.39091643965000006 0.37668033890000002 40.098777110850008 40.583589072600013 0.51401155655000019 0.37286308795000006 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 7 -2 -7 -5 9 12 11 -3 13 -1 15 24 -17 -18 -16 -20 21 -21 -23 -22 28 -26 -27 -28 -6 -30
right_child=3 10 -4 4 14 6 -8 -9 -10 -11 -12 -13 -14 -15 18 16 17 -19 19 20 23 22 -24 -25 25 26 27 -29 29 -31
leaf_value=0.10053873871849302 0.04299447510666593 0.030527385011406023 -0.13522480463303341 -0.0065126759524049352 0.00023213761178789377 -0.028186496128474521 0.018444854487331835 -0.084354483068406538 0.10025334509346627 -0.10284122518404624 -0.014203423180109169 -0.011989096203883691 0.078457842312269904 -0.10068243375088487 0.034292541973632039 -0.091043866918435662 0.052448117501604045 -0.068545094394373535 0.063386537848216809 -0.11686141526619359 0.058786109645221511 0.071807958363846458 -0.087453807445910747 0.00053008537527852897 0.084824447817556797 -0.16082031149618953 -0.062208719587766831 0.097270159572608969 0.065170563810107315 -0.10349666557966533
leaf_weight=0.016117101535207623 0.6008689284572023 0.77487685378764604 0.16574426309671253 0.22262789882733969 72.363199944126194 0.42945133196189977 0.98478878334819342 0.18198525659138909 0.042926402296870947 0.080429408425786164 1.0300596130110404 0.74858399014919996 0.082089330127928406 0.023218546463851908 1.7569475455966301 0.67180994987211251 0.83184121176600434 0.78935855777859842 0.33655588940018688 0.51168187834082246 0.45035467421985487 0.77646529909907236 0.53727931214837099 29.800027550698445 0.67488440445027365 0.28087509647684761 0.28561620025698886 0.50521474031847902 0.44411562383174785 0.7940325619711075
leaf_count=1 37 33 4 25 1474 8 70 25 8 37 201 8 17 62 27 18 9 37 7 25 14 27 91 1614 16 9 66 11 7 46
internal_value=2.28921e-05 -0.00695255 -0.0503195 0.000203891 -7.66663e-05 0.0158272 0.00428467 -0.041524 0.00717091 -0.012624 1.94813e-05 0.00963603 0.047134 -0.0182355 7.33214e-05 -0.000832419 -0.0312438 -0.00646321 0.00213138 0.000388052 -0.000272961 -0.0279532 0.00667502 0.00139738 9.30688e-05 0.0248775 -0.0128729 0.0396728 -0.000495076 -0.0429968
internal_weight=117.194 2.96405 0.410525 114.23 112.215 2.01511 1.41424 0.404613 0.244781 0.201854 2.55352 1.52346 0.121425 0.0393356 111.81 77.6409 2.29301 1.6212 34.1693 32.4124 32.0758 1.82543 1.31374 30.2504 75.3479 1.74659 1.07171 0.790831 73.6013 1.23815
internal_count=4034 371 129 3663 3548 115 78 50 125 117 242 41 80 63 3498 1693 64 46 1805 1778 1771 143 118 1628 1629 102 86 77 1527 53
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 2 2 2 2 2 2 1 2 1 0 0 1 2 2 2 2 1 0 2 0 2 1 1 0
split_gain=0.0137158 0.174935 0.0271818 0.0178427 0.0131623 0.0959232 0.260458 0.330085 0.0664608 0.240972 0.215345 0.208762 0.0655114 0.228749 0.0668258 0.362167 0.649889 0.0873899 0.05104 0.182679 0.0894704 0.0723941 0.0316205 0.0292516 0.22979 0.16891 0.135084 0.447624 0.123088 0.122401
threshold=0.46280051495000007 0.4662734648500001 0.59734738480000016 0.59897907245000015 0.5654770815500002 0.56065686655000013 38.903925214650009 40.844669808050007 40.94178426300001 42.283941020600004 40.80591513400001 42.558389508100007 0.43590012275000006 42.198888176300009 0.42651417625000004 0.54499865270000014 0.54064249575000012 0.42953803780000005 39.458743938000005 39.420767558750008 39.051326806600009 33.151194885250007 0.42780156285000009 0.54300769440000007 40.844669808050007 0.54499865270000014 41.178189531300006 0.42473279245000012 0.41853537320000006 0.5398790455000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 12 -7 -8 10 -10 18 -11 14 -14 23 16 22 -17 19 20 21 -6 -16 29 28 -26 -27 -28 -25 -1
right_child=1 2 3 -5 8 6 7 -9 9 11 -12 -13 13 -15 15 17 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00040273228657024604 0.042580814606216814 -0.10385385790203452 0.086291768102989025 -0.10003340975817435 0.068557843380496836 0.028171779516980355 -0.11287214845308885 -0.011918897030841515 -0.085898047851993287 0.069885652823078889 0.10194132112801363 -0.0091641929446945672 0.049346937978533366 -0.039014111913712159 -0.14826592536420433 -0.044407736541731649 0.090578492943471811 -0.12473562556902665 -0.012345625131620077 0.10197164771177553 0.015979538106375375 -0.1031247835079689 -0.070985919239164835 0.00417401770743991 0.059069210563448472 0.028426758035687699 -0.088061380710000733 0.10156965025189944 -0.034767467206530192 -0.018095068607812948
leaf_weight=96.884970831375242 0.49356900961720995 0.11649617488194508 0.013871843154220187 0.0081642715172662861 0.030545930518655284 0.72135936744962181 0.48342546360800021 0.98136747989337891 0.32603460417158237 0.41662202589213881 0.2690147766843437 1.6862194387738894 0.94279907208692637 0.42507420066658597 0.13203295031781326 0.27114594387239777 0.47367820427098195 0.27059176731972912 0.8208026215843347 0.21826468408107758 0.57132953575637657 0.12536113970844553 0.088391785158329128 2.1430421091863532 1.0757038720184939 1.1680192491039632 0.40898544577612472 0.17894093785434961 1.3065666732072712 3.7143417298648265
leaf_count=2378 27 164 6 587 15 18 32 29 27 12 13 152 19 44 4 18 10 40 45 4 5 98 66 36 20 7 67 2 40 49
internal_value=1.96095e-05 0.0147102 -0.0845886 0.0172592 -6.03488e-05 -0.000273206 -0.0210141 -0.0452365 0.00526421 -0.00590507 0.0185932 0.00649743 0.000140943 0.0218883 -0.0001342 -0.0232545 0.0245706 -0.0845306 0.00589898 0.0217374 -0.00234325 -0.069488 -0.117276 0.000133136 0.00675378 0.0278647 0.00874865 -0.0303454 -0.0105754 -0.000280246
internal_weight=116.767 0.632101 0.138532 0.0220361 116.135 111.67 2.18615 1.46479 4.46419 2.42888 2.03532 2.10284 109.484 1.36787 108.116 1.23584 0.694103 0.541738 1.7663 0.945501 0.727237 0.155907 0.220425 106.881 6.28126 2.83165 1.75595 0.587926 3.44961 100.599
internal_count=4034 784 757 593 3250 2879 79 61 371 191 180 164 2800 63 2737 138 80 58 167 122 118 113 70 2599 172 96 76 69 76 2427
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 2 0 2 0 2 0 0 2 2 0 0 1 2 2 1 0 2 0 1 0 0 1 1 2 1
split_gain=0.0145018 0.073948 0.0578405 0.0759281 0.0174175 0.0287993 0.585724 0.156332 0.205313 0.0935265 0.0604463 0.0364718 0.0328282 0.0341057 0.0632822 0.129843 0.109982 0.114343 0.034595 0.241097 0.161417 0.0566733 0.0554253 0.0524476 0.107245 0.177856 0.141175 0.102513 0.0685128 0.173695
threshold=0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31100865245000009 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.5054040298000001 47.927946529500012 44.262924377150007 0.47817430615000006 0.47769527860000011 0.39162001140000008 47.709122305950011 43.752965619700007 0.34527409360000011 0.48637765340000011 43.525909308350002 0.50922128080000018 0.34311846950000008 0.46989611090000011 0.46898296455000005 0.33992994225000006 0.32058920395000007 39.458743938000005 0.33750486510000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 12 -7 -8 -9 -10 11 -11 13 18 15 -15 -16 -18 21 -20 -21 23 -22 24 25 26 27 -6 29 -29
right_child=4 -3 -4 -5 5 6 7 8 9 10 -12 -13 -14 14 16 -17 17 -19 19 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10139833153123322 0.0093081410813671446 -0.074073451267708909 -0.10065455349170536 0.055473361481583633 -0.070352339556476753 -0.19747658722832717 0.046881260596620532 -0.10916626027240726 0.10089403820588505 0.038994286264871447 0.072742991828093448 -0.10148784656485509 0.015227738558133783 -0.048087388407328666 -0.092532303561046622 0.10182090159840905 -0.10432048094082139 0.050419417302724423 0.068191746711472684 -0.10396973346374278 0.052054608511688333 -0.021376414079739451 -0.0053205947113021956 0.00030475154500211578 -0.052968103498256064 0.10460439337161714 -0.092011677751704296 -0.089579699073533359 0.050905791624463098 0.10055303661612734
leaf_weight=0.036493517472080295 2.0122672208817667 0.1530243866800447 0.038702930323779583 0.1996623279992491 0.14350266005884182 0.15385454380884667 0.56482335201508227 0.19521183078177273 0.10285070467216428 0.024473696947097778 0.044761265277486473 0.075467845016163437 1.4135452853065533 0.12668788739757175 0.23042997161246603 0.1062241792678833 0.067506148305561453 0.16319845281304879 0.5704395556240337 0.15737280154644384 0.19706096131085349 1.2509100427487272 1.1563423102253407 105.77048614489033 0.56525383484040492 0.14327084506658139 0.18961343338014558 0.13365644204066029 0.35680405603125109 0.075014792615547776
leaf_count=123 16 35 10 12 70 5 12 9 5 2 165 83 47 102 44 2 182 11 10 17 14 50 156 2699 15 12 21 57 42 6
internal_value=1.78387e-05 -0.0183581 0.0126608 0.0312317 8.56262e-05 -7.7195e-05 -0.0157435 0.0120063 -0.0324826 0.0279873 -0.0238328 -0.0670866 8.40885e-05 -0.000108062 -0.0222065 0.0202813 -0.0436665 0.00514119 3.04752e-05 0.0128015 -0.00811272 -0.000214206 0.00303347 3.23262e-05 -0.017897 0.00113049 -0.0153673 0.00513092 0.0242866 -0.0212293
internal_weight=116.419 0.427883 0.274859 0.236156 115.991 113.979 1.16144 1.00759 0.442765 0.247554 0.144703 0.0999415 112.817 111.404 0.694047 0.232912 0.461135 0.230705 110.71 2.08122 1.51078 108.629 1.3534 107.378 1.60712 1.04186 0.898591 0.708978 0.565475 0.208671
internal_count=4034 180 145 135 3854 3838 281 276 264 255 250 85 3557 3510 341 104 237 193 3169 197 187 2972 170 2922 223 208 196 175 105 63
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 1 1 1 1 0 1 0 0 1 1 2 2 0 1 2 1 2 0 0 2 0 1 1 1
split_gain=0.0145306 0.0951663 0.0544511 0.155707 0.0918207 0.0935869 0.0753101 0.0703712 0.145153 0.166212 0.19837 0.157125 0.296283 0.0920293 0.0603528 0.4062 0.0565593 0.399898 0.299906 0.287402 0.139955 0.425028 0.311889 0.279779 0.0972554 0.0908175 0.981541 0.302736 0.258913 0.191805
threshold=41.218101594450012 41.147265497500008 0.47736594710000008 0.47700667645000011 39.952536079750011 0.47464147780000004 0.32388251845000005 0.34488488370000009 0.34512439750000007 0.34527409360000011 0.47865333370000007 0.34569324270000007 0.48119816770000007 0.47961138885000004 0.34641178410000012 0.35738450945000005 40.003678352300007 39.952536079750011 0.5216909673500002 0.39900002995000006 40.664404858950007 0.42290649980000011 40.890797847750008 0.55769288345000012 0.56859076075000015 38.969453495950006 0.50410167360000013 0.36006406990000012 0.38976377950000002 0.36359689830000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 13 -9 -10 -11 -12 -13 -4 -14 -16 17 25 -18 -20 23 -22 -23 -21 -25 27 -27 -17 -28 -29
right_child=-2 -3 7 -5 6 -7 -8 8 9 10 11 12 14 -15 15 16 18 -19 19 20 21 22 -24 24 -26 26 28 29 -30 -31
leaf_value=-0.0049500862240341326 -0.0011166074379924992 0.028608255974608133 -0.0014992724747783471 -0.067267665594329173 0.042370190089948967 0.057464035097949367 -0.10845730054812884 -0.025366876065751831 0.0341396415563111 -0.044525754791205074 0.01667700547887439 -0.063892348879394809 -0.01617800206011465 0.024129261519366514 0.061907048744964714 0.10465180736399814 -0.046064636806459246 0.057121234420983394 0.061325275500448501 -0.032447636730221545 0.043170874458386362 0.0059406936599818291 -0.068075601221513779 0.066197641457300255 0.0027895402858672987 -0.14694223164984835 0.03615983862485464 -0.065805216738734601 -0.011238820980564328 0.0031968262961019206
leaf_weight=2.6191599802692385 57.413338187575512 1.2330628762229014 2.6778874588198951 0.43874132074415673 0.043490697654760768 0.26450379262678314 0.13862700170011522 2.1415335796773425 1.4883197946473945 0.97141796536743541 5.6809456944465628 0.73805815563537081 2.149745386093854 2.9387528467923403 1.0647251995978866 0.28870959114283579 1.6471843007611813 1.2449527475982893 0.71098344749770959 3.1874609235674125 1.9100470989942548 1.669196405449384 0.86397694334573305 0.40079725362011209 0.61011963824716986 0.49065277236513694 1.5008925432339308 0.4145358803216358 4.9640918262592209 14.282875753036011
leaf_count=247 2202 31 24 9 19 8 83 14 12 15 36 14 13 19 37 16 37 10 17 36 15 43 35 23 72 14 37 9 174 713
internal_value=1.48821e-05 0.00112015 0.000531113 -0.0115483 -0.0035743 0.000774843 -0.0724389 0.0013145 8.54497e-05 0.00126322 0.000170812 0.00116166 -0.0011494 0.0119102 8.87442e-05 0.00108075 -0.000813664 0.00198788 -0.00671911 0.000210456 -0.00481774 0.00755282 -0.0193037 -0.0179097 0.0279289 -0.00114033 -0.0105837 0.00324268 -0.000234882 0.00125065
internal_weight=116.189 58.7754 57.5424 3.50452 3.06578 2.88366 0.182118 54.0379 48.4212 46.2797 44.7914 43.82 38.139 5.61664 37.4009 35.2512 34.1865 23.1867 10.9998 9.35258 8.6416 4.44322 2.53317 4.19838 1.01092 21.9418 6.95564 14.9861 6.46498 14.6974
internal_count=4034 1832 1801 366 357 255 102 1435 1392 1378 1366 1351 1315 43 1301 1288 1251 973 278 241 224 93 78 131 95 963 225 738 211 722
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 0 1 0 0 0 1 2 0 0 0 2 1 0 2 1 2 2 1 0 0 2 0 1 0
split_gain=0.0141576 0.142609 0.113682 0.309291 0.174184 0.523016 0.764783 0.13148 0.10048 0.218388 0.183405 0.0949788 0.0884747 0.0753214 0.366778 0.173428 0.151837 0.0646561 0.324989 0.377873 0.12589 0.301504 0.382728 0.137003 0.08684 0.346413 0.0810457 0.0707564 0.586208 0.101037
threshold=0.4778150355000001 0.47808448850000007 0.34536391125000004 0.34545372890000009 0.34518427590000006 0.47769527860000011 0.47709649410000005 0.34503457980000002 0.47754558250000007 0.47709649410000005 0.47700667645000011 0.34551360740000009 44.756878345700009 0.47754558250000007 0.47736594710000008 0.47515044460000005 41.535369675400013 0.34515433670000012 0.4815274992000001 40.523311941050004 0.34536391125000004 42.198888176300009 41.243661560350013 0.34542378970000004 0.47916230050000003 0.47961138885000004 41.50623664750001 0.48119816770000007 0.34584293880000011 0.48244064550000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 6 -6 13 9 10 11 -5 -13 14 15 -1 -17 18 19 -3 21 22 -19 -22 -25 -26 -20 28 -27 -29
right_child=1 17 3 8 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 20 26 -21 23 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=0.0019901188443548529 -0.04535912809774556 0.003842833497444206 0.077205697319085317 0.009112459993873865 -0.0019991574896407738 0.017571419492710759 -0.22539475489755578 0.02707798508916719 0.047995802924752952 -0.091465802050096662 0.090429102866209435 -0.10293214406003313 0.021012098883498784 -0.021517335465457397 0.076040995455896571 -0.080257629590997637 -0.0027627090624582407 -0.0015525270604476663 0.020724989953065511 -0.049197901331284634 -0.032639902403574318 -0.017099626601648987 0.048301854852802154 0.019325584577132515 -0.072799813702881119 0.047284414608215405 -0.003573776101367979 -0.015502282844260968 -0.025894744840720643 0.00032786157616288339
leaf_weight=7.6762155276733886 0.70162660378264163 2.4873979550320637 0.72894438949879203 0.59597059804946162 0.33799716998000195 0.85067728161811829 0.2803593126591295 1.9341805960013179 0.3388848342001437 0.28045531996758644 0.21418004005681723 0.17864033974866089 0.084994108736282215 1.5648686792701472 0.62726593762636262 0.51294583640992619 0.49858368079003412 2.9919418077915889 3.0172702949494123 2.9198162230313756 1.3016228759661306 2.4941659485921264 3.1728318929672241 2.2744318146724245 0.6570529886521389 2.2994553255848578 2.5183233497664332 4.2947266065735894 2.0892292882781476 65.88527537830474
leaf_count=528 18 22 12 8 47 5 4 72 15 18 8 115 55 10 5 11 32 28 20 33 19 31 18 35 26 29 26 29 22 2733
internal_value=1.86952e-05 -0.000435245 0.00271174 0.0227444 -0.000685318 -0.0333005 -0.103285 0.00305377 -0.000702891 -0.0128892 0.00763369 -0.0129957 -0.0629733 -0.00121716 0.00219315 -0.00313875 -0.0420603 -0.000114933 -0.00736166 -0.0247984 0.000791754 0.012237 0.0241061 -0.000465877 7.4489e-05 -0.000507563 0.00967068 0.000129431 0.0124475 -0.000640878
internal_weight=115.81 99.1052 16.7052 2.42207 14.2831 1.46903 0.618356 12.8141 1.69313 1.35424 1.07379 0.859605 0.263634 10.8799 9.31501 8.68775 1.01153 98.4035 10.9428 5.40721 87.4607 8.65894 6.16477 78.8018 77.5002 75.2257 5.53559 74.5687 4.38868 70.18
internal_count=4034 3089 945 231 714 56 51 658 219 204 186 178 170 586 576 571 43 3071 101 55 2970 77 46 2893 2874 2839 46 2813 51 2762
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 2 1 1 1 0 1 2 0 1 0 0 0 2 0 1 2 2 2 0 0 1 1 1 1 0
split_gain=0.0139644 0.0763635 0.178453 0.0451753 0.0710066 0.0531886 0.136992 0.103815 0.326178 0.102863 0.103733 0.0488443 0.0920691 0.249587 0.231078 0.156538 0.513344 0.131936 0.0859009 0.146801 0.0686331 0.0485491 0.0470115 0.0406395 0.152691 0.106903 0.0905367 0.25022 0.165453 0.305727
threshold=35.171584490050009 0.49880243110000005 0.36533337325000009 36.242939472700009 0.38780276035000005 37.038444968100009 0.36491422415000008 0.38976377950000002 0.39736834230000012 0.5296248615500001 0.46280051495000007 38.400997490450003 0.50706565670000014 0.38780276035000005 0.4778150355000001 0.5231430197000001 0.52770875125000016 38.244973486750006 0.54136103710000005 0.42290649980000011 38.748048509250005 38.625745710700009 38.969453495950006 0.4778150355000001 0.47865333370000007 0.34521421515000011 0.34536391125000004 0.34545372890000009 0.34512439750000007 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -5 -8 -9 -10 -11 12 14 -14 -7 -15 -17 18 -18 -20 21 -13 -22 26 25 -25 28 -28 -24 -30
right_child=3 -3 -4 5 -6 11 7 8 9 10 -12 20 13 15 -16 16 17 -19 19 -21 22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0085855067863896024 0.030772039144560698 -0.00058811860555768559 -0.13125158823213656 -0.081198246741587723 -0.0076463582201202474 -0.00015778325513349117 0.009125655137238356 -0.11591084353173464 0.10331122496674244 -0.10203120707951674 0.08886712652138265 -0.0085247620782242777 -0.059972635920323918 0.057599518612733318 0.058408732789057886 -0.11541117938011909 -0.039970777801354447 0.043028549705183688 0.031670688521422151 -0.027923466282331832 0.015588941749469402 -0.044301228156147628 0.0059736523366695779 -0.039063072679087416 -0.00012275919991052285 -0.0072328261002487003 0.072780766894397303 0.0010488519388970753 -0.067779418428652038 0.015949685557914251
leaf_weight=0.22239968302287794 1.1808982225047646 2.5515697199551326 0.15476695948746055 0.27783292900937384 0.81180157407722209 1.7687810143084015 1.3209038414061067 0.28569671827426635 0.12786192545172526 0.071418330220240023 0.047328596321495553 1.1771557672464172 0.61560637736693014 0.55686878279266228 1.088133350247517 0.34458422741954597 0.44408828852465454 1.0063705634890139 1.0983914050739256 0.6627756527694969 1.8974111881497027 0.5596263322128151 10.266531515966049 1.6751017940405279 78.333736558869532 2.8509172601625323 0.69761934794951175 1.6053172388782284 0.90251806245919286 0.84383295848965645
leaf_count=125 48 242 4 42 67 49 17 13 4 44 21 47 13 8 30 18 19 17 12 100 46 15 405 24 2261 39 12 182 105 5
internal_value=2.06483e-05 -0.00679632 -0.0487954 0.000198086 0.0151209 -7.09595e-05 -0.0157163 -0.00589928 -0.0431833 0.0410716 -0.0259454 0.000236627 0.00797515 -0.000588135 0.0221489 0.00829997 0.000580128 0.0130252 -0.000666923 0.00924377 -0.000345671 -0.0200527 -2.01307e-07 -0.000304589 -0.00115461 -0.0190134 0.00461534 0.0227783 0.0011334 -0.0273217
internal_weight=115.448 2.92874 0.377167 112.519 1.9927 110.526 2.13104 1.85321 0.532306 0.246609 0.118747 108.395 7.5856 4.72869 2.85691 4.11308 3.55621 3.21163 2.20526 1.76117 100.81 1.73678 99.073 97.1756 82.8598 4.52602 14.3158 2.30294 12.0129 1.74635
internal_count=4034 371 129 3663 115 3548 141 99 82 69 65 3407 266 187 79 174 166 148 131 112 3141 62 3079 3033 2324 63 709 194 515 110
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 2 0 0 2 0 2 0 1 2 1 0 1 0 0 0 1 2 0 2 2 0 1 2 1 2
split_gain=0.0133742 0.0319349 0.0767235 0.0213794 0.0193543 0.109083 0.0935832 0.235966 0.338173 0.214167 0.200309 0.0888433 0.0840223 0.342279 0.155263 0.16344 0.0808301 0.0730549 0.0589832 0.217509 0.0579414 0.111543 0.0405654 0.0404251 0.0391998 0.24459 0.348614 0.121602 0.290864 0.0991889
threshold=49.283271594150008 0.39718870690000002 0.55677973715000018 0.55832160710000012 43.631818398850008 43.680097826700013 0.50922128080000018 0.48386275860000011 44.169240047700008 0.53158588065000012 43.752965619700007 0.39672464895000009 0.31100865245000009 48.96897326980001 0.32168198560000011 0.47769527860000011 0.35807311160000005 0.46495613905000005 0.53347205170000012 0.53866650695000018 0.39193437325000008 43.89540535710001 0.49336846205000007 48.86568841230001 43.084235337800003 0.50922128080000018 0.39408999735000005 43.218894539100006 0.34623214870000002 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 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 24 -6 7 8 -7 -8 -9 23 -13 14 -14 16 -16 -18 -11 -20 -21 -22 -12 -10 29 27 -27 -26 -29 -1
right_child=1 2 3 -5 5 6 9 10 11 18 22 12 13 -15 15 -17 17 -19 19 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00010322401642502112 -0.0029885835363793285 -0.081246689567619212 0.10121334894981104 -0.10020255499808446 0.073003837001148444 -0.10662306807866591 -0.11691428908931885 0.00055741185317885239 0.0067250896011891272 0.057684345538070073 0.10400358060337925 0.097714981814373741 0.10273407773350351 -0.10846539549686313 -0.10333580108067263 0.060821304061728143 -0.10053054517353639 0.078617892499390218 -0.10623643606686406 0.049801821787600141 0.0045593526387838956 -0.10306820176734779 0.055245284735624414 -0.018781147312410113 -0.044367285356710015 0.10543514394330461 -0.003245754964851172 -0.033757765122128615 0.036824072271820579 0.02989256798173677
leaf_weight=100.16425360148359 0.87068108841776737 0.15084193331784945 0.035817284137010574 0.0061791340810373177 0.2291075138382429 0.28575412570307923 0.18928443498850089 0.50187027454376198 1.448342672343643 0.13855039933696378 0.40310125244218398 0.15490831186616549 0.30088107632764127 0.17518338328227401 0.12878388587705558 0.30548386578448117 0.034885225613834336 0.065504336729645729 0.20605354952203914 0.22911703115460103 1.0621974029254486 0.10589273091352414 0.2958732504851227 1.0882901115110142 1.4615570835119336 0.40343846008181561 1.0995641789759245 1.6075043683458718 0.91686393776149078 1.114676546503232
leaf_count=2813 4 90 1 160 15 52 142 2 33 8 15 12 17 5 38 8 54 4 20 11 9 222 39 18 62 5 65 39 29 42
internal_value=1.84829e-05 -0.0111437 -0.0479645 0.0715781 0.000122509 0.00508635 0.00290088 0.00989489 -0.00180694 -0.015892 0.0487568 0.00628315 0.0291353 0.0186244 0.0452708 0.012933 -0.0509012 0.0163641 -0.00491385 -0.0103235 0.00382134 -0.00519758 0.0833644 -0.00421784 -0.000219163 -0.00844987 0.0259266 -0.0214124 -0.00812207 0.00022691
internal_weight=115.18 1.06352 0.192838 0.0419964 114.117 7.34906 7.11996 5.18886 3.98802 1.9311 1.20084 3.70226 1.16563 1.01072 0.835538 0.534657 0.229173 0.10039 1.74181 1.60326 1.39721 1.16809 0.698975 2.53663 106.768 5.48893 1.503 3.98593 2.52437 101.279
internal_count=4034 255 251 161 3779 724 709 297 241 412 56 189 138 126 121 104 96 58 270 262 242 231 54 51 3055 200 70 130 68 2855
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 1 0 1 1 0 1 1 0 0 1 1 2 1 0 0 2 1 2 2 1 1 0 1
split_gain=0.013546 0.114094 0.0638893 0.060947 0.207854 0.172353 0.121399 0.0974129 0.0723039 0.0731045 0.0842334 0.113659 0.0873186 0.155628 0.30288 0.0587749 0.143667 0.0920451 0.357402 0.083857 0.0744922 0.124168 0.0718263 0.060085 0.0453766 0.0804419 0.0504914 0.0755523 0.189016 0.0615346
threshold=0.42780156285000009 0.42953803780000005 0.55386066285000013 0.55538756325000016 0.54797760550000019 0.43590012275000006 0.54386096225000014 0.43287626120000006 0.55832160710000012 0.43639411995000005 0.43691805635000008 0.56065686655000013 0.4662734648500001 0.46280051495000007 0.56294721715000018 0.54797760550000019 0.42114008565000011 0.42209814075000007 38.064633603500006 0.41988263825000011 0.5398790455000001 0.54228915300000013 40.340071172300007 0.41615520495000008 39.458743938000005 38.625745710700009 0.43837010870000009 0.44805544745000009 0.57537199485000012 0.45206730335000006
decision_type=2 2 2 2 2 2 2 2 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 15 4 5 6 -3 -5 -9 -10 -11 -12 13 14 -13 16 19 18 -17 20 23 -22 -23 -1 25 -16 -26 28 -28 -29
right_child=1 3 -4 7 -6 -7 -8 8 9 10 11 12 -14 -15 24 17 -18 -19 -20 -21 21 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=4.4888329020517091e-05 0.064132742616432759 0.031519691358465642 -0.022070055208355144 0.057891442118579266 -0.086530254421276209 0.073349092465613705 -0.074755282327222325 0.03715968243561682 -0.045576170040173149 0.05083491763682009 -0.10588331367688902 -0.11068736478338959 -0.083352395874615126 0.062669437697829691 -0.013214801477640077 0.091128789572065716 -0.027750390379520609 0.051590297099531258 -0.10332333255583909 0.021487758144902194 -0.042434630076745888 -0.019334932744980854 0.010611503328237695 0.015997522817413432 0.032618807075941197 0.032706647498992894 -0.11040595747039175 0.0072414825017696393 0.033295741699168963 -0.025714283680655339
leaf_weight=93.1422322554792 0.30222705381584347 0.18913048231507701 1.3310503120387682 0.32943611964901709 0.3308073142907233 0.2644809014490761 0.24899649920553202 0.55169214133320554 0.34141011265455734 0.33368020202033211 0.10113624559198786 0.24359243677463371 0.12030857058111255 0.40351607662523736 0.58191747357517432 0.17715721168497012 1.864913816385523 0.54159722362965113 0.20263967946925732 1.82722923811525 1.0752335306169687 1.4857486898545178 1.7376470881572457 2.4224355209038313 0.36040578570282411 1.1073756051773669 0.21459281400757424 2.162014362957962 0.1596142211243432 0.76777593039400915
leaf_count=2352 45 44 88 28 32 32 9 18 19 10 7 12 752 24 89 12 34 9 32 20 20 23 34 22 22 26 30 39 32 118
internal_value=1.90564e-05 0.00371824 -0.000299585 0.00164617 -0.0211705 0.00960275 -0.0288785 0.00467749 0.00232408 -0.000462284 0.00188709 -0.000737831 0.000999437 0.00269059 -0.00163337 -2.22262e-05 -0.000245955 0.0251227 -0.0126207 0.000258452 -0.000129987 -0.0130076 -0.0031916 0.000449266 0.00332857 0.0168879 -0.00292229 -0.00679918 -0.0491115 -0.00139485
internal_weight=114.922 9.11411 105.808 8.81188 1.03342 0.702608 0.438127 7.77847 7.44903 6.89734 6.55593 6.22225 6.12111 6.0008 5.59729 104.477 103.555 0.921394 0.379797 101.691 99.8633 4.29863 3.2234 95.5647 5.3537 1.68929 3.6644 3.304 0.374207 2.92979
internal_count=4034 1388 2646 1343 117 85 53 1226 1198 1180 1161 1151 1144 392 368 2558 2505 53 44 2471 2451 77 57 2374 356 115 241 219 62 157
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 1 1 2 1 1 1 1 2 2 2 2 2 0 0 0 2 2 2 2 0 0 0 2 1
split_gain=0.0135994 0.0725237 0.0566608 0.186043 0.0773626 0.0709933 0.0574865 0.408735 0.298361 0.52641 0.357488 0.303675 0.39325 0.31711 0.133797 0.171287 0.152549 0.105558 0.0992691 0.410794 0.338556 0.155764 0.261972 0.193199 0.092806 0.15887 0.114537 0.328771 0.159447 0.116845
threshold=41.218101594450012 41.147265497500008 41.289992964000007 0.4784437592000001 41.319407281650008 41.32819714970001 0.34739977845000009 0.34656148020000005 42.047301293400004 0.37286308795000006 0.39408999735000005 0.39670967935000007 0.42039160505000012 41.827117825850003 42.066503896600004 42.094663496250007 42.283941020600004 41.535369675400013 0.52507409960000018 0.52284362740000012 0.53158588065000012 42.558389508100007 43.120094701700005 43.131467368600006 42.865207177650007 0.5654770815500002 0.54228915300000013 0.54386096225000014 43.272784938550004 0.39670967935000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 7 17 9 -8 -11 -12 -13 -14 -10 -16 -17 -7 19 21 -20 -18 -23 -24 25 -22 -26 -28 -29 -30
right_child=2 -3 4 -5 5 6 8 -9 14 10 11 12 13 -15 15 16 18 -19 20 -21 24 22 23 -25 26 -27 27 28 29 -31
leaf_value=0.00058178372775411294 0.015266504173188653 0.025502583422284238 0.025343425224656463 -0.032439704261538277 -0.02647812173451683 -0.013036344836152397 0.081766058128662999 -0.060200961816069293 -0.060722675453203527 -0.10578486245164237 0.11133820216123343 -0.11120829705760814 -0.041903740164160048 0.078973715176970438 0.042094939196961563 -0.07298192695686917 0.028319991663274015 0.0019621997730347577 -0.11105628867628328 0.09444432007103544 -0.03257683013714658 -0.043480684421709076 0.10748983198386304 0.0021241723892956375 -0.010066354384437117 0.010409790666066288 0.084651127468158685 -0.10441722558995847 -0.1031467484090054 0.020821697180177456
leaf_weight=56.662983646189012 1.3526781019372713 1.192339220066059 1.1525377441894296 2.0659594991502672 1.0589071754366148 5.6579768669998876 1.2753592002591205 1.1918922949116666 0.37388810584889043 0.28296651458367694 0.27658969163894642 0.26900541450595461 0.38151337490910464 0.50339116995201039 0.8988619614392509 0.30472730050041619 1.3506103105555647 27.495844649605203 0.31037324706366565 0.51047057297364506 2.1576488374266778 1.4566964656916073 0.19605872741681185 1.5483253533448857 1.7296296054519191 1.4292729432063422 0.61147605162113883 0.14801190944763221 0.084632726804557024 0.74803105806262238
leaf_count=1801 13 31 21 36 15 51 34 17 10 29 1 23 79 40 10 40 17 698 169 40 34 36 2 189 56 55 9 39 34 405
internal_value=1.61557e-05 0.00109538 -0.00108266 -0.0135634 -0.000283723 -0.000848987 -0.000318861 -0.00266584 0.00446573 0.0331216 -0.00308519 0.0172298 -0.0053278 0.0268592 -0.00171432 -7.82153e-05 -0.00309013 -0.000597427 -0.00135594 0.00938046 -0.00888452 -0.000159426 -0.0121756 0.0139667 -0.00429446 -0.015448 0.00774939 0.0271035 -0.00877895 0.00822143
internal_weight=114.679 57.8553 56.8233 3.41864 53.4047 52.2522 51.1933 34.3457 16.8475 2.98883 1.71347 1.4305 1.15391 0.884905 13.8587 13.4848 12.586 33.1538 12.2812 5.06216 7.21908 4.55169 3.20108 1.74438 6.9087 3.58692 3.32178 1.59215 0.980676 0.832664
internal_count=4034 1832 2202 49 2153 2132 2117 766 1351 206 172 143 142 119 1145 1135 1125 749 1085 284 801 244 227 191 632 89 543 487 478 439
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 2 0 0 2 1 0 2 1 1 2 1 0 0 0 1 0 0 2 1 2 1 0 1 1
split_gain=0.0143109 0.0621711 0.0504306 0.0164594 0.264611 0.495208 0.183397 0.0817893 0.252354 0.14349 0.143358 0.26379 0.341757 0.285215 0.293975 0.319005 0.187899 0.3449 0.138648 0.169964 0.155028 0.136342 0.131134 0.103567 0.103233 0.0923003 0.097945 0.0881772 0.0860356 0.0720009
threshold=0.31060447290000009 0.39606598605000004 0.3055746834000001 42.753078181500008 42.779078631750004 42.824128352900011 42.899217095850013 0.54228915300000013 0.54386096225000014 43.272784938550004 0.34545372890000009 0.48797940185000005 43.120094701700005 0.34575312120000007 0.34584293880000011 43.426640904350009 0.34503457980000002 0.48098859315000003 0.51675099550000014 0.49949103320000005 0.39814676205000005 0.53749887730000012 0.45994131915000008 43.308802343500005 0.39670967935000007 43.525909308350002 0.34674111555000003 0.50706565670000014 0.39900002995000006 0.4019490434500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 10 -9 -10 16 13 -13 -12 -15 -16 22 -18 19 -14 -20 28 -8 -21 -11 -17 -27 -25 -22 -30
right_child=3 -3 -4 4 5 6 7 8 9 24 11 12 18 14 15 25 17 -19 20 23 21 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=-0.1007588145739905 -0.00043277451567654934 -0.070012459514660716 0.02821932938958481 0.05233038982414645 -0.10919358682932118 0.041176895633775787 0.0061500367222007803 0.078876400681132192 -0.10398518374257448 -0.10285204173654539 -0.10220333050867228 -0.068640922328190579 0.0072957808931994605 0.095313543976744047 -0.11019505656185268 0.093032262081308617 0.0030692759134509427 0.089197775655693104 -0.061543368017636574 0.10437398445327102 0.10684496809326548 -0.011101780784484519 -0.030662432891713328 0.076190139980011812 0.018967510433531367 -0.10255552109917283 0.033493300682573578 -0.025218298185896083 0.09863991565177016 -0.10318606761363201
leaf_weight=0.035024468150892996 95.920423142285557 0.14957240645708225 0.22547138264053501 1.0200635634828454 0.40620540213422174 1.1451028544352109 3.8664882844204822 0.51103758742101379 0.13444210049874528 0.076787117504864 0.61672097593691411 0.67855608480851959 1.9801799709102073 0.19333204367103463 0.35917054122307945 0.12386785814305767 1.3535737713973506 0.70820606872439373 0.49254023596859031 0.33902410604059685 0.18131913244724263 1.1326955472686675 1.2906813140871234 0.17478528037170804 0.73950873812128748 0.08108197568799369 0.15233600943122383 0.16831607104388979 0.029694936500163749 0.043671635328450975
leaf_count=111 2636 35 34 13 13 27 69 8 38 34 34 22 24 9 29 8 42 16 123 8 1 19 36 29 405 16 76 30 2 87
internal_value=2.07924e-05 -0.0186269 0.0108778 8.79171e-05 0.00286273 -0.000109128 0.00256452 -0.000301378 0.0222043 -0.00825786 -0.00265694 -0.0131365 -0.00244482 -0.049703 -0.0141144 -0.043643 0.00713795 0.0326538 0.00744411 0.0221254 -0.0133472 0.00376313 -0.00306299 0.0651751 0.00750822 0.0232602 -0.0137657 0.026442 0.0698737 -0.0214975
internal_weight=114.33 0.410068 0.260496 113.92 17.9994 16.9793 16.5731 15.428 1.46178 0.950738 13.9662 6.74729 5.22078 1.52651 0.909788 0.716456 7.21895 2.06178 4.54223 2.66231 1.87992 1.38738 5.15717 0.682125 0.816296 0.357286 0.233418 0.343101 0.254686 0.0733666
internal_count=4034 180 145 3854 1218 1205 1192 1165 485 477 680 517 345 172 138 129 163 58 323 91 232 109 105 67 439 100 92 59 90 89
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 1 1 0 0 1 0 1 1 2 0 2 2 1 2 2 1 0 1 0 0 0 0 1 2
split_gain=0.0125946 0.0680773 0.0612609 0.0526213 0.0486653 0.0375215 0.0279239 0.0217222 0.101389 0.164951 0.0760683 0.119491 0.108272 0.0607863 0.193216 0.318763 0.0563128 0.0711331 0.110319 0.063807 0.0973733 0.0463355 0.0382926 0.234076 0.094923 0.0517119 0.156601 0.0583455 0.399827 0.497157
threshold=0.5718990449500001 41.218101594450012 40.00488309970001 0.58415915690000009 0.58650938595000024 40.80591513400001 0.48459626955000007 0.42780156285000009 0.54499865270000014 0.54064249575000012 0.43287626120000006 0.56294721715000018 0.43639411995000005 0.42114008565000011 38.400997490450003 0.54797760550000019 38.625745710700009 39.458743938000005 0.43691805635000008 41.147265497500008 42.536568606950006 0.45107930900000009 0.54646567465000018 0.40509266190000009 0.54429508100000012 0.5398790455000001 0.54228915300000013 0.53544804050000006 0.39587138110000003 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -5 -4 -6 13 9 -9 11 -10 -12 22 -15 -16 -14 -18 -19 -20 -21 -22 24 -24 25 27 -27 28 -1 -30
right_child=1 3 5 4 6 -7 -8 8 10 -11 12 -13 16 14 15 -17 17 18 19 20 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00055407359074150159 -0.10046872449247807 -0.10203594821762285 -0.0027453227217710359 0.088088947192874328 -0.10212054476692689 0.048574289770944371 0.048799787758800187 -0.071954186290583838 -0.018194498106053367 0.082306073654455192 -0.036798893305587214 0.085165758007634151 -0.021611990520159042 0.02997389192979609 -0.068229152758974843 0.0058488400734573549 0.027000850278830882 0.054203160403136663 -0.021344782894839355 0.041368205058707516 0.0043946815007328095 -0.032102949999478374 0.0089560103365594335 -0.10233688170155444 0.026745986538275115 -0.031827897215876005 0.0054229766552704355 0.0082449705504004638 -0.082649640762790286 0.084169039467804518
leaf_weight=84.939772374760054 0.054636545871771913 0.12737840990371296 0.62619869606510292 0.035919745845603757 0.0429435315571709 0.18442523108387832 0.01715808086009929 0.086309353948052059 0.19259468107702549 0.35211259710558807 0.72326918001272122 0.26677535510862072 0.74810895258633525 0.75337598049372845 1.0765578890568579 1.2616238150476418 1.4068622319027779 0.35340089467354152 1.3719814358446458 0.57898170762928236 1.2059323166504325 0.4888503293418579 0.74330810781975643 0.25341155416367656 1.344990424113347 1.9550584326061642 2.6695415664580651 8.8316047104308364 1.0887019244595411 0.21372119093442155
leaf_count=2040 393 97 60 6 63 39 319 91 40 11 36 11 36 14 28 30 24 9 53 22 18 71 45 58 26 26 34 61 146 127
internal_value=2.04399e-05 -0.010684 0.00202245 -0.0598978 -0.00399883 0.00893041 -0.0590351 0.000123653 0.00522404 0.0519378 0.00243257 0.0418311 -0.000199024 -0.000253555 -0.014068 -0.0282585 0.00410241 0.00766089 0.000857279 -0.00431381 0.00596262 -0.00613285 0.000164988 -0.0193397 0.000357388 1.38972e-06 -0.0103249 0.000503683 -0.000289061 -0.0552755
internal_weight=113.996 1.08866 0.86526 0.2234 0.0960214 0.810624 0.0601016 112.907 7.77518 0.438422 7.33676 0.45937 6.87739 105.132 3.09156 2.33818 6.15412 5.40601 3.99915 3.64575 2.27376 1.69478 102.04 0.99672 101.043 99.6984 4.6246 95.0738 86.2422 1.30242
internal_count=4034 977 492 485 388 99 382 3057 422 102 320 51 269 2635 72 58 233 197 173 164 111 89 2563 103 2460 2434 60 2374 2313 273
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 2 1 2 2 2 2 2 0 0 0 2 1 2 2 2 2 2 1 0 0 1 1 0
split_gain=0.0135267 0.0644591 0.0484122 0.230967 0.290141 0.395364 0.268129 0.232252 0.220361 0.526614 0.572797 0.158315 0.547652 0.363248 0.591678 0.459031 0.141373 0.297874 0.313466 0.22924 0.129801 0.181686 0.117863 0.457862 0.419931 0.150421 0.147922 0.381725 0.114654 0.792432
threshold=41.218101594450012 41.147265497500008 0.34569324270000007 0.48306936920000004 41.243661560350013 41.32819714970001 42.957059535450007 43.426640904350009 0.34545372890000009 42.47354681640001 43.047778594550003 41.385032804600009 41.646178195200001 41.806790701050012 0.48068920095000006 0.4778150355000001 0.48537468940000006 41.481306584950012 0.34587287805000005 41.827117825850003 42.094663496250007 42.67709657435001 42.094663496250007 42.198888176300009 0.34988473400000003 0.48898236580000004 0.53866650695000018 0.42039160505000012 0.35275889945000011 0.49949103320000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 6 -5 -6 11 -8 -2 -10 -11 -4 -13 -14 15 -15 -7 -18 -19 -20 -16 -22 24 -24 -21 -25 -26 -28 -27 -30
right_child=2 -3 3 4 5 16 7 -9 9 10 -12 12 13 14 20 -17 17 18 19 22 21 -23 23 25 26 28 27 -29 29 -31
leaf_value=0.00061340165739436515 -0.00024048310059104504 0.024441698062061243 0.060505477085410035 0.094297884412323632 -0.055332036437228928 -0.026989092349689676 -0.11224569012718305 0.012515318791822105 -0.057301746276464005 0.074517180759762408 -0.038324678917425546 -0.044772559944014856 0.10536880154813558 0.03325577461839075 0.025327993506576163 -0.12491841899204588 0.066594970777929294 0.080571661021235169 -0.052082845859450722 -0.01870918290674406 0.028032769850827845 0.10878178327903842 -0.14881323984484029 -0.084431732899710954 0.071692526480892887 0.014545652911006696 -0.034038109271235663 0.080796505632003107 -0.15478041189717751 -0.0012413389309214847
leaf_weight=56.477321781141342 21.47004337248859 1.1585568869995757 0.97407757428300357 0.30138937368701846 1.4327522852454446 1.9212321420200194 0.28363568178815501 0.31483504516654648 2.2967183456494231 0.85114748746855162 0.95409089678287273 1.1452244520187376 0.59742765075498017 0.3182008602198042 1.8977328166365626 0.43332435330376029 0.67732514598765448 0.46097801253199833 0.90195912743343143 2.0259550996124771 0.5584532283246515 0.55612194817513227 0.21771704747607046 0.22094188163975914 1.0430502416566017 3.4063199665397397 0.61720262072049059 0.54514674880738312 0.34876658971508234 9.2869577415316247
leaf_count=1801 532 31 4 14 29 13 27 95 36 20 24 6 26 26 8 18 33 5 91 10 4 51 15 18 37 23 6 44 16 971
internal_value=1.66557e-05 0.00109238 -0.00108933 0.00160209 -0.00318451 -0.00445603 0.0174296 -0.0466132 -0.00429803 -0.0255356 0.0148789 0.0233438 0.0167701 0.0329306 0.0214325 -0.0579464 -0.00109282 0.00142601 -0.000888041 -0.0029054 0.0412364 0.0683228 -0.000401114 -0.00497133 0.0141592 -0.00261011 0.0443532 0.0198198 -0.00122399 -0.00679871
internal_weight=113.695 57.6359 56.0587 30.4867 23.4077 23.1063 7.07903 0.598471 25.572 4.10196 1.80524 6.48056 5.50649 4.36126 3.76383 0.751525 21.6736 19.7523 19.075 18.614 3.01231 1.11458 17.7121 13.4807 4.23135 13.263 2.2054 1.16235 13.042 9.63572
internal_count=4034 1832 2202 1590 1325 1311 265 122 612 80 44 143 139 133 107 44 1282 1269 1236 1231 63 55 1140 1043 97 1028 87 50 1010 987
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 0 0 2 2 0 0 1 1 1 0 0 1 1 1 0 2 2 0 0 0 1 2 2
split_gain=0.0124839 0.0752402 0.0879357 0.076097 0.0620527 0.0571809 0.220312 0.0733736 0.0501144 0.166782 0.20865 0.0946768 0.233075 0.179545 0.517851 0.249606 0.0947484 0.193388 0.139083 0.112642 0.266785 0.0828021 0.0956193 0.192943 0.0920124 0.0676199 0.0409695 0.0582394 0.0584338 0.0396747
threshold=38.400997490450003 37.903039192800001 37.828051409500013 37.73036952315001 38.748048509250005 0.36042334060000009 0.52770875125000016 0.54064249575000012 0.49787431515000008 37.627645350900004 37.137227079750012 0.50086823750000009 0.50278434775000014 0.36575252235000005 0.36945001650000003 0.37668033890000002 0.52005927965000021 0.5216909673500002 0.39019789825000006 0.39072183470000005 0.39408999735000005 0.54429508100000012 37.198331469900005 35.509685375550013 0.55481871800000016 0.49649711085000009 0.49336846205000007 0.33992994225000006 35.171584490050009 38.625745710700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 -3 -7 -8 9 10 25 -10 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 23 -22 -23 26 27 28 -1 -2
right_child=4 5 -4 -5 -6 6 7 -9 11 -11 -12 12 13 14 15 16 17 18 19 20 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.059018307475056292 -0.0088732192728140837 0.030764620592552267 -0.041661259415260748 0.034674597842770355 -4.5289694272686968e-05 -0.045817470287264996 0.068838583080759588 0.012942413730086148 0.019976515315052588 -0.12991354971675384 0.077852292212971158 -0.083340541431978166 0.049490193426395671 -0.14484857713514951 0.092108288458574189 -0.047008202495217477 0.066046236770617411 -0.040739468736078983 0.034842335012360247 -0.11107322818787807 0.058345774971238655 -0.10322117156345723 0.043056599626777818 -0.047711803112116584 -0.00834216072216141 -0.11078935641443642 0.036847146490217975 -0.080902456380479923 -0.052912312401140082 -0.041574422168669675
leaf_weight=0.089603455671355969 1.1698421852261294 1.4768569154903155 0.50922485434700426 0.62696649975384922 97.118853361717626 0.58449307153603047 0.3390096145449204 0.76428446939656425 2.0397431664168817 0.12716330494731665 0.21287971069978084 0.35579978785244737 0.65431052446365345 0.25599704682826985 0.28273099102079857 0.47314231947802898 0.40544901631074015 0.92367206141352642 0.84026762843132052 0.22593882892397266 0.27536032946954969 0.11180275548394991 0.75345636368729174 0.45491980504448293 1.1916518334912956 0.1053154394030571 0.094263735227286816 0.1639805227324036 0.097274812670548272 0.54332273355049654
leaf_count=70 47 26 15 30 3079 24 10 52 32 4 21 8 6 2 7 20 13 8 6 16 11 25 6 40 314 2 10 85 30 15
internal_value=2.31402e-05 0.00277011 -0.00105541 0.000865987 -0.000378087 0.0163948 0.00382076 0.0301177 -0.00122552 -0.0238823 -0.00621828 0.000956967 -0.00442786 -0.000328234 -0.00559053 0.000412717 -0.00417122 -0.00026038 -0.00588809 0.0024659 -0.00656287 0.00190908 0.0180641 -0.0077216 -0.0164803 -0.0387322 -0.0216836 -0.0374088 0.00075562 -0.0192443
internal_weight=113.268 14.4356 11.2709 10.7617 98.832 3.16464 1.68779 1.10329 10.1347 0.890481 0.763318 9.24424 7.2045 6.8487 6.19439 5.93839 5.65566 5.18252 4.77707 3.8534 3.01313 2.78719 1.48374 0.73028 1.30345 0.550438 0.445123 0.350859 0.186878 1.71316
internal_count=4034 893 781 766 3141 112 86 62 736 222 218 514 482 474 468 466 459 439 426 418 412 396 57 51 339 197 195 185 100 62
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 1 0 2 0 0 2 0 0 2 0 2 0 2 2 0 1 2 0 2 0 1 0 2 0 1
split_gain=0.0123378 0.0272328 0.0776493 0.0179322 0.0871033 0.0364236 0.108488 0.0506489 0.0725562 0.0512908 0.0227007 0.0718848 0.0419833 0.126533 0.0695344 0.211087 0.0458747 0.124195 0.0377864 0.0479002 0.0372374 0.137588 0.406775 0.066325 0.287177 0.0431144 0.0631766 0.183933 0.0804823 0.126913
threshold=49.283271594150008 0.39718870690000002 49.835088602800006 0.31100865245000009 0.39672464895000009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 48.457543166250012 0.39672464895000009 0.44284602260000011 39.458743938000005 0.40750276940000008 41.872294782850005 0.43513667255000005 39.577821550850011 35.782584506850007 0.42569084760000003 0.34311846950000008 38.064633603500006 0.46989611090000011 43.572676689450006 0.46898296455000005 0.34398670700000006 0.47604862130000009 40.159267750750011 0.47709649410000005 0.34509445825000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 9 -1 12 -12 13 18 -15 16 17 -16 19 -5 21 -14 23 24 -23 -22 27 -27 29 -28
right_child=1 2 -4 10 -6 -7 -8 -9 -10 -11 11 -13 20 14 15 -17 -18 -19 -20 -21 25 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.027750633036956952 -0.0035395724596921103 -0.10306725010975959 0.031788147727140968 -0.10144813520436934 0.073652745710662409 0.012273321904829229 -0.11077127752835747 -0.10060297328339958 0.10094263430249935 -0.10104506361433747 -0.027569355830945132 0.0108619553791733 0.034553957087640336 0.1027649013696092 0.10125789390657705 -0.10199334065415344 0.097780948955672853 -0.10219734902934859 -0.10390223155226717 0.051908276774380195 0.017033034324305901 -0.10382868423233778 -0.11337202159856626 0.079750376905482243 0.10399856985646801 0.00400362552224625 -0.014249286868433218 -0.08541284493795584 -0.00018357439686751451 0.038087850731116653
leaf_weight=0.088386736635569063 0.868734911084174 0.10219467465105936 0.073338357701430823 0.033286137978662533 0.19332000205577049 0.90834484505467117 0.10517332702875137 0.035689151845872402 0.083925649523735046 0.047556071158510349 1.1054444005130779 0.8695529078072467 0.35142679681301447 0.15834328532218933 0.074198760092258453 0.099397520579145748 0.18164016581431497 0.050371112308084776 0.077653558706174408 0.052477579403785057 1.5005770046263922 0.13623736671252118 0.39389092733108555 0.15581535549063119 0.12986779471248155 0.72714448362663009 0.71075210216804352 0.33651633642193701 102.02087006096559 1.3309501134935997
leaf_count=13 4 37 214 71 39 4 2 10 3 119 10 43 23 2 2 55 15 64 74 12 15 35 12 12 12 41 23 126 2886 56
internal_value=2.06694e-05 -0.0107986 -0.0467242 0.000121583 0.0111225 0.00159718 -0.0252861 0.00989492 0.027831 -0.0173052 -2.40117e-05 -0.0106488 0.00016935 0.0241136 0.0465654 0.024626 0.0657273 0.0189887 -0.0533675 -0.00761156 7.7806e-06 -0.0177564 -0.0402901 0.0279367 -0.00240236 0.000202244 -3.79991e-05 -0.0242856 0.000209844 0.0198684
internal_weight=113.003 1.04427 0.175533 111.959 1.4624 1.26908 0.360731 0.255558 0.219868 0.135943 110.496 1.975 108.521 0.727368 0.563951 0.405608 0.30621 0.12457 0.163417 0.0857637 107.794 1.16724 0.815811 0.421921 0.266105 106.627 105.126 1.06366 104.063 2.0417
internal_count=4034 255 251 3779 190 151 147 145 135 132 3589 53 3536 295 138 136 81 66 157 83 3241 94 71 59 47 3147 3132 167 2965 79
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 2 1 0 1 2 1 2 0 2 2 1 2 0 1 0 0 2 0 2 0 0 1 2 1
split_gain=0.0122192 0.257874 0.202494 0.828625 0.140444 0.473151 0.367154 0.164301 0.142737 0.106077 0.206414 0.0892504 0.169187 0.0682246 0.35506 0.45795 0.591717 0.419699 0.453907 0.137019 0.319578 0.215284 0.139508 0.123583 0.261434 0.109291 0.226071 0.150641 0.195405 0.120041
threshold=0.34485494450000004 0.34479506600000004 0.48244064550000004 0.4815274992000001 40.377444152000002 0.47817430615000006 40.467253020850002 0.3447052483500001 0.47464147780000004 0.34494476210000008 41.827117825850003 0.34509445825000007 41.289992964000007 0.48119816770000007 42.141702038450013 41.535369675400013 0.34569324270000007 42.686561923500008 0.47754558250000007 0.34569324270000007 0.48028502140000007 0.47997065955000012 38.478081868400004 0.47709649410000005 42.719328117250008 0.47916230050000003 0.47865333370000007 0.3453339720000001 41.218101594450012 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 -1 10 -2 12 -11 14 15 19 -17 18 -16 20 25 22 -21 24 -19 26 27 28 29 -13
right_child=9 -3 -4 -5 6 -7 7 -9 -10 11 -12 13 -14 -15 17 16 -18 23 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0060398147945401413 0.038849886614492235 -0.050902355798157786 -0.029405851611067863 0.10628264169379456 0.10021162705678602 -0.07172297852891657 -0.0033112683333806703 0.046990543424525105 0.048469350363178794 -0.037268237758563236 -0.011567573861603085 0.031421023181069097 0.0053281482143235871 -0.001012556997237407 0.00056572849118265687 0.010830407979928618 0.088224487246630012 0.10588517878056743 -0.11671099985767797 0.081654458118323767 0.048949217514528139 -0.055765912428421327 -0.024574010806729416 -0.0069591392828774043 -0.046938074806066064 -0.027254487516715532 0.039061727397179974 0.011558391953008026 -0.052849588816453241 -0.030728951860460259
leaf_weight=2.5323978546709047 1.9570295312551018 1.0312481262992399 1.9136300878599293 0.76607863605022508 0.40154190408065904 1.109222089871764 6.2826737557317358 0.72418915279558849 0.59285772964358319 1.8116641726553546 1.3879493643762542 0.69808260291189428 1.9213314529915804 70.736372498211765 0.587762090803152 2.472277690190821 1.6452857889034929 0.2943830564618114 0.7525977332261391 0.23707346916275074 1.5082511752843855 0.9035519112367183 0.25835263499175198 3.1368757917080075 0.18062109337904531 1.3487180913798509 1.4300453551113603 2.4096197974217723 1.1836900833332036 0.56014062008307519
leaf_count=188 31 16 23 5 5 12 330 15 10 15 16 57 28 2798 23 32 39 3 41 40 14 12 18 73 136 11 6 20 10 7
internal_value=1.71247e-05 -0.00260488 0.00087261 0.00554196 -0.00108658 -0.0156138 0.00721688 0.00188764 0.00430052 0.000430358 0.0179299 -0.000191854 -0.0153444 0.000434246 0.0056538 0.0134763 0.0417553 -0.0174953 -0.0652839 0.00242626 0.00688784 -0.0267181 0.0262589 0.00023889 0.0477739 -0.00142627 0.00411931 -0.00618037 -0.0236845 0.00375286
internal_weight=112.776 15.3538 14.3226 12.409 11.6429 4.23448 7.4084 7.00686 3.12526 97.4217 3.34498 94.0767 3.733 90.3437 19.6073 14.6551 4.11756 4.95224 1.34036 10.5375 9.13855 1.39898 0.495426 3.61188 0.475004 7.6303 6.28158 4.85153 2.44191 1.25822
internal_count=4034 604 588 565 560 210 350 345 198 3430 47 3383 43 3340 542 266 71 276 64 195 125 70 58 212 139 111 100 94 74 64
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 1 0 2 0 0 1 0 0 1 2 0 2 2 1 2 2 2 2 0 2 2 1 0
split_gain=0.015296 0.230638 0.425817 0.141588 0.0703739 0.233173 0.131582 0.0971019 0.205214 0.288705 0.259299 0.175524 0.174712 0.131066 0.14823 0.135929 0.194259 0.168147 0.110859 0.0969951 0.0926254 0.0905878 0.0781272 0.0689609 0.130399 0.0631756 0.0543519 0.0461911 0.508128 0.671156
threshold=42.753078181500008 42.779078631750004 42.824128352900011 42.899217095850013 0.54228915300000013 0.54386096225000014 43.272784938550004 0.34545372890000009 0.48797940185000005 43.120094701700005 0.47943175355000006 0.47769527860000011 0.34503457980000002 0.51675099550000014 0.49949103320000005 0.39162001140000008 43.631818398850008 0.53544804050000006 44.756878345700009 43.308802343500005 0.39670967935000007 43.218894539100006 45.048573272350005 43.077238082650005 43.680097826700013 0.55769288345000012 43.308802343500005 42.283941020600004 0.34542378970000004 0.47676716265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 -3 -4 7 -6 -7 12 10 -10 11 18 21 14 -11 -15 -17 -18 -9 -16 -8 -5 -21 -14 -25 -22 -27 -1 29 -29
right_child=1 2 3 4 5 6 20 8 9 13 -12 -13 23 15 19 16 17 -19 -20 22 25 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00029525170473932241 0.049357618302390133 -0.10414039266322149 0.037035544130629372 -0.041024020261310939 0.076127070015694812 -0.10375416142082061 -0.102654910544831 -0.10198975822364297 -0.063318278036735051 0.0081573548558869346 -0.077120091986911943 0.07445788086864856 0.05065342420906304 -0.080153538895496451 0.10395919212216759 -0.10380696429042682 0.077267312499300841 -0.0077816477632705917 0.03053201475850786 -0.040371265399774703 0.077715450417991716 0.00066668614127322141 0.061785262195958181 -0.02083430143823356 0.048473876838984298 0.011599816059503916 -0.10060196261667749 0.022517047503171059 0.0022269715606536922 -0.11587878937015883
leaf_weight=84.201486223901441 1.0006052988278451 0.38410226027145 1.0996050499497894 0.58325083882777828 0.49941420415416249 0.12577518410853372 0.071072085982450517 0.14557190641141893 0.66518479563490007 1.9580217865122551 0.90145435616477698 0.2395324136596173 0.92966214590705964 0.25991606431489334 0.30849399510771025 0.16758458272670385 0.29446312620612491 1.1040290791934237 0.11145353899337351 0.11545140018832001 0.1385141509422283 4.8976359370253704 0.21294728636323157 0.54721811166382373 0.53869154529820662 0.54090891033411026 0.046918170451789365 0.57856807150062539 8.8733854165429857 0.88858166598947719
leaf_count=2398 15 15 28 40 8 38 34 60 22 24 39 13 16 22 8 16 171 23 60 32 22 177 27 27 15 2 381 33 237 31
internal_value=2.80032e-05 0.00270955 -5.45036e-05 0.0023681 -0.000106751 0.0210828 -0.00869435 -0.00226291 -0.0112239 -0.00189687 -0.0451563 0.0128709 0.00548793 0.00734481 0.0217884 -0.013181 -0.00206582 0.0101261 -0.0445246 0.063695 0.00629934 -0.00376985 0.0258713 0.0306623 0.0135477 0.0169604 0.00264429 -0.00047935 -0.00678682 -0.0613026
internal_weight=112.429 17.8875 16.8869 16.5028 15.4032 1.4226 0.923189 13.9806 6.4841 5.08609 1.39801 0.496558 7.49646 4.42091 2.59491 1.82599 1.56608 1.39849 0.257025 0.636893 0.797413 5.48089 0.328399 2.01557 1.08591 0.726341 0.587827 94.542 10.3405 1.46715
internal_count=4034 1335 1320 1305 1277 485 477 792 517 345 172 133 275 323 91 232 210 194 120 67 439 217 59 58 42 405 383 2699 301 64
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 0 0 2 1 0 0 2 1 2 1 1 1 2 2 2 1 0 1 2 1 0 2 1 1
split_gain=0.0127317 0.0919328 0.0805199 0.0875838 0.0484759 0.0358809 0.0428484 0.559822 0.125015 0.211715 0.0327155 0.040982 0.0322041 0.152111 0.520858 0.95486 0.228537 0.401014 0.768337 0.395652 0.293856 0.233192 0.185637 0.181164 0.272049 0.466254 0.371931 1.03104 0.127329 0.122045
threshold=0.47700667645000011 0.47709649410000005 0.34551360740000009 44.756878345700009 0.34440585610000002 0.47721625100000004 0.4778150355000001 0.47808448850000007 41.385032804600009 0.34521421515000011 0.46495613905000005 0.45589952400000006 41.066313126200008 0.34518427590000006 42.233786329550007 0.34479506600000004 0.34536391125000004 0.34569324270000007 42.47354681640001 42.094663496250007 42.940640897800002 0.34566330350000002 0.48271009850000007 0.34584293880000011 41.535369675400013 0.34608245260000009 0.48098859315000003 42.67709657435001 0.34488488370000009 0.34512439750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 -6 8 -8 -7 -10 11 -5 28 14 15 -14 19 18 21 -15 -20 -18 23 -19 -25 26 -26 -28 -9 -30
right_child=1 4 3 10 5 6 7 12 9 -11 -12 -13 13 16 -16 -17 17 22 20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0020135402585586782 0.032681629899521836 0.023454484548057195 -0.10260880492984691 0.095973138132201097 -0.019039711909418135 -0.0041023001510359872 -0.11014609864224122 0.019970605608728292 -0.0040479565689068983 0.060326139260267912 0.1011260666094571 -0.10046569646860844 0.013478273125441947 0.054019314008593181 0.021078066294753395 -0.088244751364862206 -0.11400461380401983 0.049865311098874487 0.033965045149992011 -0.003501568547785357 -0.033866024552240297 -0.044382384520856709 -0.0017306788059119702 0.054653771098543948 -0.0021734592562186457 0.036201732909180329 -0.21006796170092717 0.046983407328073837 -0.028135218692005262 0.0014027955099972884
leaf_weight=8.771292258461056 0.87134463363326986 0.8782316236756732 0.16231527808257418 0.016683877300238237 0.99477308633504335 2.946545146405696 0.46277489041676645 3.6113188602030268 1.0235046966699886 1.0200683302246032 0.033298023045063019 0.029221992241218686 1.7615775223821395 2.0608187206089488 2.2653199087071698 1.9379795445129273 0.93142889800947404 1.397364327218386 1.505219435784966 2.8489285656251013 1.1093929428607223 0.99499135464429855 25.708603117710222 0.91693357378244433 0.82416897662915312 1.2646927032619713 0.37687855958938599 0.26629369892179966 1.4451542571187008 43.610027528973035
leaf_count=672 23 13 115 2 17 16 17 26 15 30 1 52 21 13 16 23 35 14 13 32 34 6 1362 3 9 36 3 52 10 1353
internal_value=2.21876e-05 0.000337457 -0.00358197 -0.0605429 6.1595e-05 -0.000141243 4.62105e-05 -0.000426775 0.00907916 0.028085 0.0256641 -0.0290726 0.00010862 -0.00178328 -0.0166852 -0.0398084 0.000427544 -0.00238437 -0.0301238 0.0206423 0.00518399 -0.0780449 0.00171142 0.0192472 0.00752211 -0.00829637 -0.046649 -0.103641 0.0019035 0.000455358
internal_weight=112.047 103.034 9.01281 0.241519 102.163 101.285 100.29 95.2999 4.99012 2.04357 0.0792039 0.0459059 94.8371 46.1706 5.96488 3.69956 40.2057 35.296 4.54103 4.90975 2.61461 1.92642 30.7549 5.04633 3.64897 2.73203 1.46734 0.643172 48.6665 45.0552
internal_count=4034 3192 842 170 3169 3156 3139 3078 61 45 55 54 3061 1672 60 44 1612 1567 88 45 47 41 1479 117 103 100 64 55 1389 1363
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 2 2 2 0 0 1 2 1 0 1 0 1 0 1 2 0 1 2 0 2 2 2 1 1
split_gain=0.0135912 0.197805 0.167538 0.7425 0.11783 0.404777 0.32057 0.16597 0.540785 0.160059 0.11277 0.0937902 0.175268 0.0632126 0.0631389 0.166384 0.143636 0.0905648 0.188171 0.0714559 0.0745319 0.067285 0.13502 0.103823 0.0614447 0.438539 0.831938 0.653168 0.409012 0.266354
threshold=0.34485494450000004 0.34479506600000004 0.48244064550000004 0.4815274992000001 40.377444152000002 0.47817430615000006 40.467253020850002 40.750688432250008 41.218101594450012 0.47754558250000007 0.47464147780000004 0.34494476210000008 41.827117825850003 0.34219035360000005 0.4764977096500001 0.34548366815000003 0.47709649410000005 0.34515433670000012 0.47961138885000004 0.34551360740000009 44.756878345700009 0.47754558250000007 0.34527409360000011 41.50623664750001 0.48119816770000007 42.141702038450013 42.753078181500008 40.984321400500008 0.34542378970000004 0.34560342505000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 -6 -8 -9 13 -1 12 -2 -10 15 -13 -16 18 -18 -17 -21 -19 23 -23 25 27 -27 -24 -26 -29
right_child=11 -3 -4 -5 6 -7 7 8 9 -11 -12 14 -14 -15 16 19 17 21 -20 20 -22 22 24 -25 28 26 -28 29 -30 -31
leaf_value=-0.0052493082465801758 0.036672090573451568 -0.045223274115581441 -0.027043936757288056 0.10557065982548051 0.097757778362569492 -0.066439310398285129 -0.043345402850099857 0.10102165855785915 -0.001233232084699249 -0.049709273233159747 0.043748486145875655 -0.10400186793305793 -0.010419014333835568 0.029652301603157478 0.036090455513187167 0.014787003160588535 0.0063377337469358395 -0.022826963186833301 -0.036891367096013573 -0.10239563139696031 0.0255844926001631 0.033973568545095298 -0.010847672923267593 0.0045521515039705744 -0.071885977520026109 -0.12079683149360816 0.0040249433155400954 0.014171044590893859 -0.00057717343227599283 0.06141906634676593
leaf_weight=2.5390001659300734 1.9056836607196594 1.0231095906241563 1.9349259673617787 0.68769861757755357 0.36405460163950909 1.1131150536239145 0.73790125886443991 0.55506192427446865 4.2722162748736707 0.63495355681516219 0.5763500616303644 0.21128759169346167 1.3504445883736478 0.78432032298587717 1.0982172827352759 0.55479066795669496 2.0447979399177703 1.2309896831866343 1.98385698441416 0.12408198272839854 0.071856989932712168 2.0512078292667857 4.5366469452856091 2.8882890659733675 0.81400488130748172 0.72486116795334909 2.0274985819123685 2.0420171692967415 67.879394179089999 2.870172337628901
leaf_count=188 31 16 23 5 5 12 19 23 271 8 10 106 16 24 41 3 21 29 20 105 55 17 47 29 14 38 50 13 2762 33
internal_value=2.03684e-05 -0.00275646 0.000303363 0.00461779 -0.00137904 -0.0146786 0.00627379 0.00150532 0.00680351 -0.00238511 0.00381545 0.000458816 0.0171416 0.00355743 -0.000124317 -0.0256104 0.000141629 -0.000291767 -0.0149499 -0.00354766 -0.0554613 0.000386489 0.000719405 0.0167699 -0.000260652 0.00627876 -0.0288481 0.0165109 -0.00142217 0.0417779
internal_weight=111.633 15.2227 14.1996 12.2647 11.577 4.22847 7.34851 6.98445 6.24655 5.69149 3.11535 96.4101 3.25613 5.05654 93.154 0.962017 92.192 91.0937 4.02865 0.75073 0.195939 87.0651 85.8341 4.9395 80.8946 12.2012 2.75236 9.44884 68.6934 4.91219
internal_count=4034 604 588 565 560 210 350 345 326 303 198 3430 47 295 3383 269 3114 3073 41 163 160 3032 3003 46 2957 181 88 93 2776 46
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 0 0 2 0 0 2 0 2 2 2 1 0 2 2 2 2 1 2 0 2 2 1 0 0
split_gain=0.0134336 0.088605 0.0864599 0.355629 0.342334 0.262014 0.176855 0.168142 0.189044 0.294356 0.193467 0.558431 0.361128 0.286289 0.289882 0.183482 0.0579406 0.253302 0.104678 0.0722735 0.479444 0.125552 0.111927 0.100332 0.158167 0.056445 0.102613 0.185079 0.535848 0.198364
threshold=42.622319549950006 42.558389508100007 0.47943175355000006 0.47709649410000005 43.426640904350009 42.719328117250008 0.45994131915000008 0.48028502140000007 42.686561923500008 0.48068920095000006 0.4815274992000001 42.753078181500008 0.48271009850000007 42.779078631750004 42.940640897800002 42.660927378600007 0.3453339720000001 0.48637765340000011 42.957059535450007 43.525909308350002 43.631818398850008 43.680097826700013 0.34739977845000009 43.157831852650006 0.50339810185000011 42.47354681640001 42.283941020600004 0.34641178410000012 0.47769527860000011 0.51401155655000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 5 -5 -2 -7 -4 15 -10 -11 -12 -13 -14 -15 -9 -16 -18 -19 23 -21 -22 -23 24 -20 26 -1 28 -28 -29
right_child=2 -3 7 4 -6 6 -8 8 9 10 11 12 13 14 16 -17 17 18 19 20 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00021344067467289184 0.10090751070309721 -0.025670483845569393 0.040540324774722525 -0.11203030589289714 0.012492886497242251 0.0023849036651547662 -0.081181330166095883 0.007433868563098165 -0.12027597386302838 0.029076894571051934 -0.1315199395495896 -0.11658543521910486 0.10459125035004696 -0.072282567571019973 0.022199120358156636 0.092217654111646147 -0.10744217329617992 0.086423887025825971 -0.051093711993218306 -0.14733285915008704 0.089999696621983372 0.10113235973346435 -0.0064407793802132018 0.02409127265237606 0.02684406921413264 0.015049364081136319 0.024338013404362362 0.030718497827011401 -0.12304865400090531 -0.024044711776189474
leaf_weight=83.518356520056471 0.25851300011390677 1.3763215539511282 1.3168567484244693 0.57782490924000729 0.35728717420715839 4.228451544118343 0.26938768480977149 0.59263108923550933 0.20162127632647653 2.1048430660739532 0.33349340629319968 0.25781151279806991 0.27141719483188254 0.51778366797304798 1.5605111122131328 0.44836776474767248 0.2094007646664976 0.15152827650308598 0.53632043255493067 0.2307251571073724 0.15503805319167474 0.10040020942688022 2.6404310807517142 2.3213187228338938 0.50610355094249826 2.3926668827593849 0.46553059477747583 1.0581972047439197 0.52470513252774253 1.7640859743578401
leaf_count=2398 6 28 12 40 28 262 93 9 4 21 17 5 4 28 10 57 14 2 8 17 10 3 705 56 36 56 22 12 21 50
internal_value=2.67554e-05 -0.000490027 0.0023634 -0.00807688 -0.0644525 0.00300674 -0.0026201 0.00647366 0.00305952 -0.000458861 0.00157169 -0.00434054 0.000143494 0.00341424 0.000338929 0.043951 0.00480912 0.0008482 0.00426231 0.00234411 -0.00860129 0.00245199 -0.00250024 0.0125178 -0.0132544 -0.000103769 -0.000518931 -0.0165625 -0.0537591 -0.00351159
internal_weight=111.248 91.0999 20.1481 5.69146 0.935112 4.75635 4.49784 14.4566 13.1397 12.0987 11.8971 9.79228 9.45879 9.20098 8.92956 1.041 8.41178 6.85127 6.64187 6.49034 3.12659 2.89587 2.74083 3.36374 1.04242 89.7235 87.3309 3.81252 0.990236 2.82228
internal_count=4034 2587 1447 429 68 361 355 1018 1006 940 936 915 898 893 889 66 861 851 837 835 735 718 708 100 44 2559 2503 105 43 62
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 0 1 2 0 1 0 1 1 2 2 0 1 1 2 0 1 0 1 1 0 2 0 1 0 2
split_gain=0.0141203 0.388939 0.249418 0.151283 0.198467 0.1171 0.12837 0.0557041 0.0534844 0.238961 0.284259 0.0715358 0.0680188 0.047004 0.26588 0.316049 0.599821 0.160027 0.137098 0.163357 0.171691 0.244596 0.108858 0.104034 0.250757 0.127124 0.0988836 0.0681669 0.0635682 0.320984
threshold=0.48597347385000006 0.34587287805000005 42.388109226950007 0.34739977845000009 0.48898236580000004 0.48351845755000006 0.34587287805000005 41.092444989200011 0.49336846205000007 0.35275889945000011 0.49787431515000008 0.35862698720000002 0.36359689830000008 42.67709657435001 43.047778594550003 0.48098859315000003 0.34542378970000004 0.34518427590000006 42.198888176300009 0.47754558250000007 0.34542378970000004 0.47515044460000005 0.34584293880000011 0.34527409360000011 0.47943175355000006 43.426640904350009 0.47769527860000011 0.35807311160000005 0.48119816770000007 41.360869295700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 13 7 -7 -6 -10 -11 -12 -13 18 15 17 -17 -15 28 20 21 -20 -21 -16 25 -25 27 -27 -1 -30
right_child=1 3 -4 4 8 6 -8 -9 9 10 11 12 -14 14 23 16 -18 -19 19 22 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0027111081441519732 0.066550757566843963 -0.021393176337718395 0.0063727367587683922 0.080295208103466076 -0.017680396609299053 -0.016219806272961417 0.0016533557761655858 -0.045144125878458737 0.035212391919803257 -0.077675324274162821 0.040689198469817757 -0.031556897522749171 0.00017379146029386559 0.045660847084798756 -0.0011642708885712069 -0.028975781474603248 0.10954604505042975 -0.011660097031779115 0.03416436333792916 -0.1053605244649205 0.049276214845937527 -0.10642974057643746 -0.027149083597904078 -0.10126611941868276 -0.11143755471441219 -0.10187467488127347 0.078153153768789979 0.02624161689633743 0.0083193213646969265 -0.02569818566554094
leaf_weight=25.608720630407383 1.4384402669966285 3.3311717752367249 1.3214559997431932 0.3106199162212907 1.6340422179782752 1.328527515754103 2.2688785975333303 1.334793006069958 1.9281713608652413 0.47499392114402539 0.42975567525718972 0.68582314695231517 45.185718642261534 0.68693011997447584 6.0494528954884572 0.46257048100233056 0.96416344773024321 1.6737543702047331 0.23477409490823109 0.35032361897174269 0.3814865496915445 0.26164551533292979 0.36169564514420927 0.089952765212103603 0.30088784778490663 0.068747618612178485 0.2043443142902106 0.10490017270421959 6.4599284307795966 4.8611341118812561
leaf_count=651 35 27 14 20 20 9 29 34 33 36 23 12 2415 29 220 6 61 38 26 29 13 16 12 44 10 28 10 67 39 28
internal_value=1.96061e-05 0.0011215 0.0377371 -0.000750579 0.000607076 -0.00113697 -0.0158257 -0.030716 0.00011535 0.0007124 -0.000709728 7.98434e-05 -0.000300612 0.000337778 0.00623281 0.0274769 0.064635 0.00501959 -0.00128531 -0.0300377 -0.00117068 -0.0399379 -0.0656302 -0.00556787 -0.040217 0.00557778 0.031004 -0.02448 -4.7444e-05 -0.00628741
internal_weight=110.798 56.7402 2.7599 53.9803 50.6491 54.0576 4.9322 2.66332 50.3385 48.7045 46.7763 46.3013 45.8715 49.1254 10.6057 3.78742 1.42673 2.36068 38.5197 1.58993 0.877906 0.49642 0.712019 6.81829 0.768833 0.467945 0.377992 0.173648 36.9298 11.3211
internal_count=4034 2635 49 2586 2559 1399 72 43 2539 2519 2486 2450 2427 1327 513 134 67 67 814 96 55 42 41 379 159 149 105 95 718 67
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 1 1 2 0 2 1 0 2 2 2 0 0 0 2 2 2 1 2 1 1 1 2 0 2
split_gain=0.0127112 0.0603535 0.0480185 0.190758 0.153266 0.0830118 0.0407333 0.0380267 0.156431 0.155887 0.111387 0.153345 0.0861501 0.0329418 0.147944 0.197018 0.0283769 0.033594 0.493796 0.118303 0.186354 0.0244456 0.124818 0.445331 0.776259 0.20595 0.348235 0.66727 0.30501 0.299682
threshold=0.47700667645000011 0.47709649410000005 42.488347682450005 41.385032804600009 0.32168198560000011 42.719328117250008 0.34440585610000002 0.34398670700000006 39.525197829750006 0.46898296455000005 38.179089776100007 0.34488488370000009 0.46898296455000005 44.756878345700009 43.572676689450006 43.631818398850008 0.47721625100000004 0.4778150355000001 0.47808448850000007 41.385032804600009 41.898943182100005 41.066313126200008 0.34518427590000006 42.233786329550007 0.34479506600000004 0.34536391125000004 0.34569324270000007 42.47354681640001 0.48119816770000007 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 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 7 -5 -4 -3 8 12 -10 -9 -12 -1 14 -7 -16 -8 19 -19 -18 -21 -20 23 24 -23 29 27 28 -27 -24
right_child=1 6 5 4 -6 13 16 10 9 -11 11 -13 -14 -15 15 -17 17 18 21 20 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.011456945557629453 0.02705176783291291 0.022133091873827473 0.045245195358655683 0.041200715471791376 -0.10635169913655002 -0.10284964566369528 -0.016879377472985662 -0.028979219833056374 0.0079402093992750177 -0.11144444201133843 0.092807098443585298 0.002333767430000164 0.039200016290060855 0.0016061438274602624 0.10381598123261 -0.1021545475074376 -0.0043749023348237668 -0.10677084096523998 0.0017357332595404605 0.058380021351052483 -0.0039192069394066225 0.011695360241728939 0.050020037652557331 0.020419424925142256 -0.080897400876927164 -0.032093913585849759 0.0016192286125787825 0.0054509733281363588 -0.11353002966528956 -0.0010622786019692497
leaf_weight=1.3607843832710314 0.83887037576641788 0.83345968322828312 0.42661655256188158 0.089233294391277584 0.33349368758536002 0.15655606817529122 0.99383977142861013 0.49588041281342643 0.18052421054608192 0.27750308431859594 0.2712492750142701 0.60559009939038333 0.4456724888877942 4.0657304085007127 0.12473429825831772 0.07398659302566557 2.9499218612909308 0.43372337275650252 48.490784561026238 0.96914189308881737 0.95160074054729193 1.7336488589644425 1.9599711559712876 2.1924697776557878 1.8952472878154365 0.88785496295895316 30.312961915839132 2.4402786246500909 0.95420687086880207 2.77383635006845
leaf_count=153 23 13 20 41 61 126 17 75 37 18 6 73 11 157 3 61 16 17 1389 9 36 21 13 16 23 13 1479 47 28 32
internal_value=2.24032e-05 0.00033993 -0.00359975 -0.0116226 -0.0752049 0.00311949 0.000117571 -0.0042329 -0.0121939 -0.0643909 0.0088998 0.0303216 0.00104068 -0.000945541 -0.0301466 0.0271302 -6.60303e-05 0.000102848 -0.000316418 0.00820081 0.0275149 0.000176653 -0.00149777 -0.0151641 -0.0366626 0.000525079 -0.00215175 -0.028845 -0.0742787 0.0200877
internal_weight=110.519 101.612 8.90755 4.05993 0.422727 4.84762 100.773 3.6372 2.26448 0.458027 1.37272 0.876839 1.80646 4.42101 0.355277 0.198721 99.9395 98.9456 94.075 4.87066 1.92074 93.6413 45.1505 5.82137 3.6289 39.3291 34.5953 4.28234 1.84206 4.73381
internal_count=4034 3192 842 475 102 367 3169 373 219 55 154 79 164 347 190 64 3156 3139 3078 61 45 3061 1672 60 44 1612 1567 88 41 45
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 2 0 0 1 2 1 0 1 0 1 0 1 2 0 1 2 0 2 2 2 1 1 1 0
split_gain=0.0144488 0.155367 0.144836 0.677112 0.101667 0.330833 0.162204 0.123452 0.0784005 0.0693755 0.159976 0.0492962 0.0474563 0.145883 0.105337 0.0686546 0.157778 0.0557623 0.0680582 0.0540709 0.123867 0.0759853 0.0521962 0.341204 0.675112 0.546654 0.339888 0.247743 0.100539 0.0915043
threshold=0.34485494450000004 0.34479506600000004 0.48244064550000004 0.4815274992000001 40.377444152000002 0.47817430615000006 41.218101594450012 0.47754558250000007 0.47464147780000004 0.34494476210000008 41.827117825850003 0.34219035360000005 0.4764977096500001 0.34548366815000003 0.47709649410000005 0.34515433670000012 0.47961138885000004 0.34551360740000009 44.756878345700009 0.47754558250000007 0.34527409360000011 41.50623664750001 0.48119816770000007 42.141702038450013 42.753078181500008 40.984321400500008 0.34542378970000004 0.34560342505000002 0.34554354660000003 0.48244064550000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 11 -1 10 -2 -8 13 -11 -14 16 -16 -15 -19 -17 21 -21 23 25 -25 28 -24 -27 -22 -28
right_child=9 -3 -4 -5 6 -7 7 -9 -10 12 -12 -13 14 17 15 19 -18 18 -20 20 22 -23 26 24 -26 27 29 -29 -30 -31
leaf_value=-0.0044410968861489097 0.033975192633965416 -0.040552976393434359 -0.025358728206513848 0.10506365919446964 0.03390298449853324 -0.06050641480848741 -0.0011780617039795537 -0.044189470596066739 0.037307087312200157 -0.10349910229265458 -0.011860695727616749 0.027106002440088796 0.03220411830711447 0.013012599629323753 0.0065814722409961576 -0.020682543243980514 -0.033303660884854223 -0.10207336546162962 0.022998462312577593 0.031305393924628146 0.0048353571860203148 0.0058128432879621331 -0.067364599610912831 -0.11714031381151047 0.0026954877215766369 0.011662899458913016 -0.015313756485443159 0.058010258149749944 -0.024938126815456166 0.00039737301786441407
leaf_weight=2.5315343321270594 1.8473417317400156 1.019618020033678 1.9551003007218231 0.62815123051405031 1.5829247639235289 1.1193748489022253 4.256053691587141 0.62635361397406075 0.54702553758397687 0.17959694383919256 1.2954083017539231 0.72053313156357024 1.016907077813811 0.54762745084008202 2.0179268644133113 1.1961004034965288 1.9504262180998919 0.10678773004864439 0.07341970200650394 1.9834117740392674 2.2802812140434963 2.8483882854343392 0.76933803874999185 0.6210905256448308 1.9339521781075744 1.9848577864468095 3.9367162085401821 2.7529596919193864 2.2565123587846756 63.537964553378494
leaf_count=188 31 16 23 5 47 12 271 8 10 106 16 24 41 3 21 29 20 105 55 17 21 29 14 38 50 13 29 33 26 2733
internal_value=1.73824e-05 -0.00286863 -0.000117612 0.00399071 -0.00158644 -0.0139507 0.00563669 -0.00234901 0.00297709 0.000472008 0.0150821 0.00291704 -2.71092e-05 -0.0227827 0.000199588 -0.00016175 -0.0130219 -0.00286547 -0.0511169 0.000430963 0.000728399 0.0162773 -0.000209853 0.00592241 -0.0264347 0.0148364 -0.00127284 0.0385935 -0.00997339 -0.000519271
internal_weight=110.124 14.9867 13.9671 12.012 11.3838 4.19793 7.18587 5.60294 3.07856 95.137 3.14275 4.97659 91.9943 0.907432 91.0868 90.0699 3.96835 0.727835 0.180207 86.1016 84.9055 4.8318 80.0737 11.8297 2.55504 9.27461 68.244 4.73782 4.53679 67.4747
internal_count=4034 604 588 565 560 210 350 303 198 3430 47 295 3383 269 3114 3073 41 163 160 3032 3003 46 2957 181 88 93 2776 46 47 2762
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 2 1 0 2 0 0 1 1 0 0 1 1 2 1 0 1 2 2 0 1 1 2 0 1
split_gain=0.013831 0.169127 0.168022 0.130163 0.128788 0.0847528 0.346594 0.0921108 0.118806 0.146099 0.0985325 0.0810111 0.319778 0.321656 0.133057 0.101652 0.196144 0.3486 0.222769 0.0699242 0.153642 0.106864 0.0673255 0.158557 0.0935323 0.101314 0.0603035 0.221676 0.164516 0.464484
threshold=0.47883296910000012 0.47916230050000003 0.47943175355000006 0.47961138885000004 0.4784437592000001 40.377444152000002 40.467253020850002 0.34398670700000006 0.47700667645000011 38.179089776100007 0.47396784530000008 0.48068920095000006 0.34494476210000008 0.3453938505000001 0.48098859315000003 0.4815274992000001 0.3453339720000001 0.34545372890000009 41.50623664750001 0.3453339720000001 0.4778150355000001 0.34545372890000009 41.942745071500006 44.262924377150007 0.47709649410000005 0.34584293880000011 0.34485494450000004 41.481306584950012 0.47769527860000011 0.34518427590000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 7 -7 10 9 -9 -1 12 -5 -14 -13 -16 18 -18 -17 20 26 -21 -23 24 25 -24 27 -8 29 -28
right_child=1 2 3 11 -6 6 19 8 -10 -11 -12 14 13 -15 15 16 17 -19 -20 21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0054025964646074332 0.032954559170019708 -0.042998782913356785 0.023976538266840743 0.0272153074396944 -0.031688596964199449 0.095720581581804368 -0.051188884818154895 -0.024757880821595551 -0.039303107572022045 0.064977992077210361 0.055162560624998691 0.025994676679388803 -0.070090396738780647 -0.0062758363272067633 -0.015265681150147647 0.034271913453226159 -0.084773714897423899 -0.00031848986632084447 -0.0009537874028750726 0.035472778273804205 -0.044319121343313367 0.011626242523542194 -0.10197832641901959 0.044254624110109969 -0.095117822298946705 0.084979745454511535 0.014391489047034776 0.0023282356834317076 0.031379975852368069 -0.093307285597519385
leaf_weight=1.9406852648217632 1.583375735208391 0.90035685477778216 2.2845984455198041 1.4150729924440373 1.3913638068188436 0.39713430245683312 0.91810329311010352 0.50572228667348484 1.7520622466690836 0.28294092524902226 0.31177055314765301 2.0035467089619479 1.2355428179726007 2.1897162219393067 4.1845617122016838 3.5491106063127509 0.49241198133677144 65.458695968541491 3.633051810786128 1.345967105822637 0.82389280622010197 1.2821980182734476 0.048518496929318533 0.20010267105863022 0.2897193874232471 0.071997459200872527 1.9530389290644055 4.9307003155984717 1.9198959097266195 0.50373704149751564
leaf_count=168 15 27 16 10 31 7 47 75 19 17 10 16 20 33 40 30 16 2741 40 23 15 26 23 74 31 36 86 292 7 43
internal_value=2.06893e-05 0.000564389 -2.27637e-05 0.000424841 -0.00229614 -0.000196582 0.003572 -0.0117425 -0.024795 0.00743577 0.00298045 -0.000214478 -0.012774 -0.0292947 0.000551926 -0.000107376 0.000759957 -0.000949059 0.0164532 0.00101071 -0.00277663 0.0139326 -0.0013867 -0.0287243 -0.0643216 0.00971233 0.000570559 -0.0060725 0.00944807 -0.00769105
internal_weight=109.8 88.93 87.3467 86.4463 20.8696 19.4782 14.685 4.79318 2.54073 0.788663 2.25246 84.1617 4.84033 3.42526 79.3214 77.3178 73.1333 65.9511 7.18216 14.2879 11.0494 3.2385 1.89254 0.610338 0.410235 0.120516 10.2255 5.8488 4.37667 2.45678
internal_count=4034 3004 2989 2962 1030 999 710 289 111 92 178 2946 63 53 2883 2867 2827 2757 70 703 490 213 190 164 90 59 475 339 136 129
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 2 0 0 0 1 0 1 0 2 2 1 1 1 2 2 1 2 0 0 2 2 1 1 2
split_gain=0.017626 0.128455 0.134995 0.601331 0.0780448 0.270077 0.130672 0.109361 0.0590094 0.0996595 0.0508221 0.0472441 0.129953 0.0898251 0.130438 0.310829 0.10605 0.0821971 0.0725326 0.0798108 0.068135 0.0508679 0.0586897 0.045887 0.048099 0.27904 0.450075 0.235317 0.159685 0.274575
threshold=0.34485494450000004 0.34479506600000004 0.48244064550000004 0.4815274992000001 40.377444152000002 0.34452561300000012 41.218101594450012 0.47754558250000007 0.47817430615000006 0.47464147780000004 0.34488488370000009 0.4764977096500001 0.34548366815000003 0.4778150355000001 41.385032804600009 41.646178195200001 0.34515433670000012 0.34530403280000005 0.34542378970000004 42.456897412850005 41.50623664750001 0.34551360740000009 44.756878345700009 0.47817430615000006 0.48119816770000007 42.198888176300009 40.984321400500008 0.34542378970000004 0.34542378970000004 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 9 -1 -2 12 -12 14 -13 -16 -15 20 -17 -20 -18 -14 -23 -19 25 26 -25 -26 -27 -30
right_child=10 -3 -4 -5 6 -7 7 -9 -10 -11 11 13 21 16 15 18 17 23 19 -21 -22 22 -24 24 27 28 -28 -29 29 -31
leaf_value=-0.0031699402440687184 0.023474011300509835 -0.037541652486560204 -0.025035752304586479 0.10445634680004359 0.030534155045873396 -0.082002159842253924 0.0025725138790279184 -0.04170624896856831 -0.026983958206589376 0.055395642642055209 -0.10313789199849487 -0.0027989026962462714 0.010751713764031669 -0.016432290262870054 0.087002118564582384 -0.0055691665059161115 0.024567379196708653 -0.021424719828066239 0.060503503475834414 -0.002916768067882226 0.002089253925770483 -0.1019502042849339 0.016525834203899567 -0.0078395363360512782 -0.059661368533429904 -0.0036129457797529803 0.043957549185782555 -0.00037927101376358037 -0.11506121201464425 0.0021269133580686709
leaf_weight=2.5350045416492835 0.95535502162601815 1.0136656715160928 1.9510135850869108 0.56044403091073114 1.5352203951933914 0.49340216306518403 4.9652357866314105 0.62838212907081459 0.81304497644305218 0.32817336832522404 0.16380665155528262 2.6727802138775578 0.5390929999994114 3.8779134451178825 0.67819141596555743 1.2913314139150318 2.4866773542016736 1.0190065656788636 0.45206087548285712 0.35367025037339772 2.9461761921120342 0.098788135489549234 0.072495823493227363 3.5068994954926875 0.67629369534551997 1.3838556138798597 3.2158731399103999 67.514626943490399 0.42314387124497432 0.37903173104859889
leaf_count=184 29 16 23 5 47 13 295 8 6 7 108 19 3 38 5 33 22 23 7 46 33 105 55 35 11 13 37 2762 27 19
internal_value=2.42779e-05 -0.00318217 -0.00066014 0.00335011 -0.00166512 -0.0125325 0.00469113 -0.00240172 -0.00320862 0.00354276 0.000526152 0.000292307 -0.0228464 0.000510094 0.0129682 0.0281532 -0.000266215 0.000484107 0.00912136 0.0326656 0.0123777 -0.00433185 -0.0518053 -0.000343049 -6.44177e-05 0.00684585 0.0169379 -0.00096721 -0.0241904 -0.0596893
internal_weight=109.531 14.8236 13.8099 11.8589 11.2985 4.16963 7.12884 5.59362 3.67622 2.86318 94.7071 93.7517 0.874184 92.8775 5.44803 2.77525 87.4295 83.5516 2.09706 0.805731 5.43285 0.710377 0.171284 78.1187 77.0997 8.9088 6.72277 68.1909 2.18603 0.802176
internal_count=4034 604 588 565 560 210 350 303 197 191 3430 3401 271 3130 110 91 3020 2982 86 53 55 163 160 2927 2904 131 72 2773 59 46
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 2 2 0 0 0 0 2 1 1 2 2 0 0 0 1 1 2 1 2 0 2 1 1
split_gain=0.0166481 0.1307 0.0942113 0.0592036 0.417859 0.16489 0.346322 0.122709 0.116071 0.0902567 0.364312 0.333764 0.1986 0.344071 0.121394 0.470158 0.140222 0.264378 0.710908 0.291649 0.232518 0.108033 0.106663 0.0835466 0.0612421 0.0946627 0.123283 0.12857 0.0834406 0.11293
threshold=42.456897412850005 42.402981339000007 42.488347682450005 0.47997065955000012 0.48028502140000007 0.47709649410000005 42.753078181500008 42.719328117250008 42.824128352900011 0.48119816770000007 0.4815274992000001 0.48244064550000004 0.48351845755000006 43.182896969600009 0.34575312120000007 0.34608245260000009 43.157831852650006 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.37078231190000005 0.37473428940000003 42.599563320500003 0.3782970569500001 43.89540535710001 0.53158588065000012 47.709122305950011 0.38780276035000005 0.39193437325000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 7 -7 -4 -8 -6 -11 -12 13 -13 -14 -16 17 23 -19 -20 -21 -18 -23 -17 -24 -26 -27 -28 -29 -30
right_child=2 -3 3 4 9 6 8 -9 -10 10 11 12 14 -15 15 16 21 18 19 20 -22 22 24 -25 25 26 27 28 29 -31
leaf_value=-0.00019763687470815406 0.03695968390970069 -0.036860587590749602 0.051728356463370574 0.096200151548689647 -0.021693894873361694 -0.11178057917304673 0.020837226073225627 -0.0025772334756461739 -0.040090510595864187 0.072811354448825361 -0.11310187320400639 0.1032071315826671 -0.031116563030260877 0.0027463715612630183 0.10530818119391189 -0.010545324839555763 0.032074808979065395 -0.11945310504151896 0.071946401653365161 -0.10862273777634063 0.01907473382896898 -0.10686704643680625 0.075221867897680705 0.021525095535434552 0.0096412749593257057 -0.11373677246184505 -0.10391097117890957 -0.10634574668376434 0.073508970586640368 -0.035952760883947173
leaf_weight=84.898076537035223 0.76271498920141922 0.98361008610049694 0.45925490089121268 0.4819935560226466 1.4958248048787925 0.42524833453353483 0.67497536120936252 4.4270020890634214 0.58252048632130027 0.73239547200500865 0.25426240172237058 0.51298405323177476 1.2665584553033102 1.0164233744144437 0.42004232108592887 2.0510067801624232 1.4837795613566411 0.74840250448323775 0.42705161395133451 0.25418586846456037 0.32478762039954745 0.091622118787200058 0.1119558913924269 1.3449936380602592 2.3284173833535537 0.14672479467757771 0.11720732924493404 0.051088824868202209 0.23455005453433841 0.15756613826187049
leaf_count=2461 28 28 22 3 22 26 5 355 56 6 6 53 20 4 3 32 28 17 10 26 41 7 14 22 104 188 200 2 6 239
internal_value=2.65712e-05 -0.000617541 0.00239202 0.0012266 0.00449896 -0.00677064 -0.0337683 0.0025269 -0.00738685 0.00166054 0.00414236 0.000373299 0.00257757 0.0364423 -0.00190281 0.00169182 -0.00271634 -0.0141283 -0.0456498 0.00925394 -0.0369881 0.00972861 -0.000507715 0.00215624 0.00258834 -9.04954e-05 -0.0321347 -0.0107699 0.0138616 0.0295234
internal_weight=109.267 85.8817 23.3855 22.6228 16.0538 6.569 1.68274 4.88626 1.2575 15.5718 14.076 13.3436 13.0893 1.52941 11.5599 10.2934 9.87334 5.15043 1.75443 1.00603 0.578973 4.72291 3.23913 3.396 3.14751 3.03555 0.707137 0.560412 0.443205 0.392116
internal_count=4034 2489 1545 1517 1053 464 87 377 61 1050 1028 1022 1016 57 959 939 936 148 94 77 67 788 760 54 753 739 635 447 247 245
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 1 2 0 1 1 1 2 1 0 2 1 1 0 2 2 2 1 1 0 1 2 2 1 2 2
split_gain=0.0150547 0.116455 0.277306 0.468544 0.223434 0.208315 0.169647 0.162873 0.157627 0.321347 0.152116 0.140951 0.382743 0.837263 0.124863 0.0846865 0.368317 0.24575 0.521022 0.461381 0.408787 0.477436 0.301734 0.249123 0.316471 0.187042 0.263638 0.147392 0.137008 0.0992205
threshold=40.633548727200008 0.39542229275000007 40.316494640950005 40.206947806850003 0.53544804050000006 0.3975479776000001 39.896141435400004 0.48271009850000007 0.39408999735000005 0.39072183470000005 0.39045238170000002 39.458743938000005 0.34524415440000006 0.50410167360000013 40.377444152000002 0.39971857130000005 0.40099098830000007 0.5054040298000001 41.360869295700006 41.436838994450007 42.558389508100007 0.39542229275000007 0.38370108680000009 0.5017514446000001 0.35275889945000011 44.756878345700009 41.685324604100011 0.37977904855000005 43.426640904350009 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 9 10 11 -1 -13 -14 -6 17 -17 23 -19 -20 21 -21 27 24 -2 26 -26 -22 -24 -30
right_child=15 4 -4 -5 14 -7 7 -9 -10 -11 -12 12 13 -15 -16 16 -18 18 19 20 22 -23 28 -25 25 -27 -28 -29 29 -31
leaf_value=0.0035361521176075703 -0.0004397810071686257 0.01261818732201214 0.025315130147010007 -0.048044650515252592 0.00095675269813969141 -0.10491988410631828 0.0035829514640259271 0.041090333367848862 0.038076674813638051 -0.061338795371147586 0.035107448163567471 0.023460519473988251 -0.10364429522977475 0.01109555504474647 -0.026321880831459983 0.071260675387640901 0.001895081446292029 -0.079287211667024488 0.10595761296297466 -0.12230855265975955 0.013975230683089932 0.039945731640031699 -0.10543763961564351 0.052419061665063042 -0.0014358294218728748 0.038864211664507146 -0.12188024871730319 0.092234105469598079 0.041188053046910866 -0.03371969966290244
leaf_weight=12.784166543925577 44.417194178970874 0.2334556433124807 5.4060071825406331 1.852141317911445 10.198362433955717 0.42582218613438272 2.4476949110558044 2.1968595571815968 1.0359406894131087 0.87016712418517173 1.2112403362989415 1.4305463880300515 1.1666682404465976 1.3980691768229006 2.0084404200017607 0.81493897734617249 12.612443370357751 1.2734741019085039 0.34245210024528239 0.61144025169778649 0.55941570574214017 0.25782163068652153 0.19325684408977373 0.8680145002581402 0.2830572200982705 0.16305015172861204 0.50769016622871277 0.42236263825179776 0.24753597285598516 0.61902796449749076
leaf_count=450 977 18 71 24 695 80 24 25 13 37 15 20 19 35 33 7 970 37 4 55 35 16 29 33 13 70 61 11 10 147
internal_value=2.35848e-05 0.0014334 0.00468132 0.000455032 -0.00659409 -0.0632987 0.00411531 0.0213238 9.8292e-05 -0.00198769 0.000882986 -0.00158754 -0.0179824 -0.0410982 -0.00353152 -0.000957363 0.00610504 -0.00282535 -0.025062 -0.0038362 -0.016753 -0.0741842 0.00769972 -0.000648378 -0.00166364 -0.0586571 -0.0787658 0.0476423 -0.0293016 -0.0123221
internal_weight=108.859 44.6656 31.7995 26.3935 12.8661 0.659278 24.5414 4.64455 19.8968 18.8609 17.9907 16.7795 3.99528 2.56474 12.2068 64.1932 13.4274 50.7658 4.52679 3.25331 2.91086 0.869262 2.0416 46.239 45.371 0.953798 0.790747 0.981778 1.05982 0.866564
internal_count=4034 1559 733 662 826 98 638 49 589 576 539 524 74 54 728 2475 977 1498 344 307 303 71 232 1154 1121 144 74 46 186 157
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 0 0 0 2 2 2 1 2 2 2 1 1 0 0 1 2 2 2 0 1 2 1 1 0
split_gain=0.0176309 0.110245 0.10226 0.544002 0.0754753 0.434941 0.370425 0.0884759 0.0869711 0.0660737 0.140981 0.157237 0.0469032 0.0446409 0.259318 0.238107 0.252269 0.195157 0.768541 0.149488 0.26525 0.26535 0.347657 0.256391 0.215744 0.556172 0.15497 0.143841 0.345621 0.277736
threshold=0.34485494450000004 0.34479506600000004 0.48244064550000004 0.4815274992000001 40.750688432250008 41.218101594450012 0.47865333370000007 0.47736594710000008 0.47754558250000007 39.525197829750006 38.969453495950006 38.121007182500009 0.34488488370000009 42.006870117350005 41.965809985500009 42.047301293400004 0.34512439750000007 0.34515433670000012 0.47961138885000004 0.48068920095000006 0.34524415440000006 42.434124620650003 42.456897412850005 42.753078181500008 0.49053920540000012 0.34739977845000009 43.084235337800003 0.34551360740000009 0.34560342505000002 0.47865333370000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -7 10 11 -1 -2 14 17 -15 -17 18 -14 20 -18 -22 -23 -24 26 -26 -21 29 -29 -19
right_child=12 -3 -4 -5 5 8 -8 -9 -10 -11 -12 -13 13 15 -16 16 19 27 -20 24 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00041992775388596614 0.022605548290184567 -0.035013985193356058 -0.021937204570281345 0.10400271940995975 0.098087198929866018 0.0023908988688492471 -0.066210304411954288 0.024415466564230336 -0.036901402493264131 -0.042665980054477956 0.058365006832471845 -0.077494089240762329 0.011446405232720971 0.076955182089197938 -0.058985103506884608 0.038636871211369855 -0.11302544344738036 -0.0053700835619931659 -0.071754354398420539 0.025070066239680756 -0.10882358357306426 0.10848324280692881 -0.082201977126128326 0.0053611388086001978 -0.12518471163458803 -0.001712272106264563 -0.0052677503536695293 -0.047540742894193314 0.00039474539374542814 0.027479040099423153
leaf_weight=1.8512601861932236 0.95235541037618432 1.0139645691134553 1.9684239760972566 0.5071274973452099 0.46998018779959227 4.9610249320634523 0.97698182519525278 1.2527278512716291 0.63548558228649188 0.44819330747850461 0.34513608354609449 0.30114843721548812 2.9394510971110099 0.43791335691639943 0.76396976930118299 1.8014975403202722 0.28856163442833649 4.9003892303775896 1.7840725923888383 5.4460235778242376 0.25060959946131367 0.25925297592766616 0.43632007866290212 1.4314824710511116 0.37581364437937637 12.461757439586462 2.4373009265107157 1.5510547664016474 49.720169860947777 5.421320628374815
leaf_count=156 29 16 23 5 23 295 12 9 8 31 11 15 77 13 31 31 18 43 17 104 21 2 38 179 10 1036 35 25 1664 57
internal_value=2.05756e-05 -0.00319526 -0.000843298 0.00269075 -0.00187947 0.00568863 -0.0107505 0.00215492 -0.00207075 -0.00731177 -0.000967333 -0.0104812 0.000526387 0.000299574 -0.00105673 0.00384986 0.0025789 -0.000389392 -0.0199785 -0.000198631 -0.0224866 -0.0114985 -3.16839e-05 -0.0150937 0.00266924 -0.00532687 0.0156905 0.00111288 -0.0010554 0.0118834
internal_weight=108.391 14.7315 13.7175 11.7491 11.2419 6.06649 5.17545 4.19847 5.59651 2.94574 2.49754 2.15241 93.6593 92.707 67.0804 25.6265 25.1886 66.3165 4.72352 23.3871 2.66623 2.37767 2.12706 1.8678 20.7209 12.8376 7.88332 61.5929 51.2712 10.3217
internal_count=4034 604 588 565 560 326 234 222 303 213 182 171 3430 3401 1914 1487 1474 1883 94 1443 258 240 219 217 1185 1046 139 1789 1689 100
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 2 2 2 0 0 0 2 2 1 2 0 1 1 2 2 0 0 1 1 0 1 2 1 2 0
split_gain=0.0204045 0.0976256 0.0465885 0.0631024 0.0488494 0.017473 0.0891067 0.0763353 0.148704 0.760754 0.340013 0.531326 0.258434 0.177295 0.321929 0.242154 1.17605 0.136044 0.230377 0.065726 0.045485 0.174315 0.0658626 0.424869 0.16605 0.119765 0.213301 0.199216 0.474399 0.0846623
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 41.218101594450012 41.147265497500008 41.741384785950011 0.52688542260000015 0.53749887730000012 0.48797940185000005 41.385032804600009 41.571132012400007 0.34584293880000011 41.360869295700006 0.48068920095000006 0.34527409360000011 0.34530403280000005 41.385032804600009 41.770271989050009 0.47736594710000008 0.47700667645000011 0.37078231190000005 0.37413550490000008 0.50278434775000014 0.36006406990000012 35.509685375550013 0.34641178410000012 39.792680591700012 0.51401155655000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 8 10 -10 13 -12 -11 15 -15 17 -17 18 -7 -9 21 -2 24 -24 25 27 -27 -22 -29 -25
right_child=5 -3 -4 -5 -6 7 -8 19 9 12 11 -13 -14 14 -16 16 -18 -19 -20 -21 22 -23 23 29 -26 26 -28 28 -30 -31
leaf_value=0.029877301241324795 -0.0022014257242861145 -0.10558696274600521 -0.10054527838294298 0.10085210080190454 -0.10094506218617275 -0.041379852547075255 0.029005954349517346 0.025593572635420277 0.073158888083743434 -0.11231933591985899 -0.12631279546508134 -0.0035488093083486023 0.030761224452436765 0.060560348355053722 -0.012953889696408278 0.028226420336576154 -0.11781709697232817 0.014532369209564576 0.0098306587710951798 0.00040632089608388868 0.0019592849839861564 -0.073718792655864826 -0.088384672947558737 -0.033905682549366961 0.032488334633883273 0.018767235636414251 -0.038658815715435328 -0.013013766958592419 0.081298060065888522 0.00082806267976472656
leaf_weight=0.084661548695293187 2.8496673526200946 0.10320988982823565 0.032311496324837208 0.076001359149813652 0.043059828124285104 1.7125427808914522 1.1388407416352482 1.0664384599443781 1.0257127548102278 0.41544328022769139 0.62493929266929515 0.80884449385030166 0.18134014453369218 1.0421195062663167 1.3905208481992302 1.1712790522724392 1.0418565459549425 2.76606166921556 1.8036442712545975 36.344388605109756 17.316660621901985 0.38710482232272614 0.55624241114128636 0.72093176283948679 2.0515074091963461 1.044150551899292 1.6996940671233458 1.0621336170006537 1.071302657946944 26.385083777095765
leaf_count=13 305 46 10 3 119 20 30 15 8 41 21 26 38 14 30 22 23 14 23 1769 133 9 29 39 27 19 40 37 33 1078
internal_value=2.39587e-05 -0.0244624 0.0110107 0.0287041 -0.014228 0.000101104 0.00131838 -0.00123195 -0.00753543 0.0209282 -0.0112713 -0.0570576 -0.0688425 -0.00526402 0.0185389 -0.01208 -0.0405251 -0.00205919 -0.0151112 0.00112431 0.00074658 -0.0107546 0.00146375 -0.00187109 0.00526855 0.00275248 -0.0168057 0.00551158 0.0343448 -9.57419e-05
internal_weight=108.018 0.339244 0.236034 0.203723 0.127721 107.678 56.2833 51.3951 13.9843 1.6225 12.3618 1.43378 0.596783 10.928 2.43264 8.49538 2.21314 6.28225 3.51619 37.4108 55.1445 3.23677 51.9077 27.6623 24.2454 22.1939 2.74384 19.4501 2.13344 27.106
internal_count=4034 191 145 135 132 3843 1779 2064 280 87 193 47 79 146 44 102 45 57 43 1784 1749 314 1435 1146 289 262 59 203 70 1117
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 2 1 2 0 1 1 2 1 1 2 2 0 2 2
split_gain=0.0175973 0.174444 0.127312 0.143421 0.0971843 0.0785058 0.17751 0.0808155 0.137918 0.118293 0.063968 0.229908 0.250193 0.108038 0.107829 0.164001 0.212893 0.137546 0.225802 0.186229 0.11139 0.0671451 0.243063 0.812331 0.0508893 0.0549747 0.0449677 0.128996 0.113876 0.0998446
threshold=0.47883296910000012 0.47916230050000003 0.47943175355000006 0.47961138885000004 0.4784437592000001 0.34542378970000004 0.34545372890000009 0.47754558250000007 0.47709649410000005 0.47700667645000011 0.48068920095000006 0.34494476210000008 0.3453938505000001 0.48098859315000003 0.4815274992000001 0.3453339720000001 41.50623664750001 0.34569324270000007 41.218101594450012 0.48271009850000007 0.34575312120000007 0.34614233110000009 41.535369675400013 0.3459626957000001 0.34551360740000009 44.756878345700009 40.377444152000002 0.47700667645000011 40.750688432250008 41.257403903850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 26 -7 8 9 24 11 -5 -13 -12 -15 16 -16 18 -17 21 -21 22 -19 -24 -8 -26 27 -1 -28 -30
right_child=1 2 3 10 -6 6 7 -9 -10 -11 13 12 -14 14 15 17 -18 19 -20 20 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=0.0023121849375273167 0.033929984425105808 -0.038151524424448142 0.025134601544821888 0.023291568887295052 -0.028552010061782609 0.095963816825264489 0.0038883892140249635 0.02784544770952567 -0.086947186208553393 0.088257590805792263 0.023806170280478232 -0.063041077236933224 -0.0054567011841951639 -0.01594546217494627 0.032916793057046104 0.0019827309088781635 -0.0019844995609254699 0.11596631631025059 -0.046589452983991149 -0.04102047364710066 -0.00010185041285078405 0.0079658222793813436 0.10564719911081728 -0.13224794482128505 -0.10179453821405582 0.010772962978137421 0.025637562550346056 -0.031948114301002438 -0.045961687224012761 -0.0014289530217488609
leaf_weight=2.6977509114629035 1.5462752098683257 0.86402676324359973 2.2864952236413947 1.3384347707033146 1.3498360116500396 0.25072551437187884 0.55785157540231034 0.9659257634775712 0.19989763843477704 0.14312470587901771 1.9272408739197988 1.1681636066641661 2.1307696774601936 4.098580600693821 3.4590754657983771 2.2105340510606761 3.5326784602366388 0.35902202129363903 1.6878971294499931 0.67288883775472541 58.826957320775378 0.58871368845592542 0.36456825165078044 0.23674778174608946 0.1092817220616773 0.071947940799873322 1.5171684060171617 1.8544370923191307 0.52989556130341853 10.092244743710749
leaf_count=225 15 27 16 10 31 3 8 33 18 8 16 20 33 40 30 21 40 1 36 4 2636 5 51 3 115 55 74 19 33 408
internal_value=2.35521e-05 0.000640728 4.0464e-05 0.000429195 -0.00262535 -0.000782472 0.0165431 0.00682016 -0.0119478 0.00504621 -0.00025467 -0.011665 -0.0258475 0.00042402 -0.000168621 0.000730232 0.0152824 -0.000836352 -0.0190475 0.000326566 -0.000564603 0.0345568 0.0508578 0.0119841 -0.0110679 -0.0571054 -0.00316855 -0.0116445 9.90684e-06 -0.00365051
internal_weight=107.639 87.2991 85.7528 84.8888 20.3401 18.9903 2.29875 2.04803 1.0821 0.882206 82.6023 4.63737 3.29893 77.9649 76.0377 71.9391 6.99175 64.9473 3.89843 61.0489 59.4998 1.54905 0.960338 0.601316 0.739081 0.18123 16.6915 4.55219 12.1393 10.6221
internal_count=4034 3004 2989 2962 1030 999 240 237 204 186 2946 63 53 2883 2867 2827 70 2757 57 2700 2640 60 55 54 178 170 759 244 515 441
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 0 0 0 2 2 2 2 2 0 1 1 2 2 0 0 1 1 0 1 1 1 2 2 2
split_gain=0.0198127 0.102056 0.101977 0.469704 0.0649229 0.374347 0.314201 0.0679717 0.0668226 0.0512244 0.116445 0.126736 0.0456738 0.210635 0.118432 0.287683 0.0861552 0.144211 0.127014 0.0907087 0.0456671 0.144727 0.184859 0.0978295 0.0977299 0.0547295 0.0494386 0.0516204 0.0467115 0.174975
threshold=0.34485494450000004 0.34479506600000004 0.48244064550000004 0.4815274992000001 40.750688432250008 41.218101594450012 0.47865333370000007 0.47736594710000008 0.47754558250000007 39.525197829750006 38.969453495950006 38.121007182500009 48.457543166250012 41.32819714970001 0.47736594710000008 0.34398670700000006 0.34219035360000005 48.226196960950006 41.898943182100005 0.37331217625000007 0.47700667645000011 0.34509445825000007 0.34512439750000007 0.47709649410000005 0.34548366815000003 0.34488488370000009 0.34551360740000009 44.756878345700009 41.872294782850005 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 12 10 11 -1 13 -7 15 16 17 18 -15 -20 21 -2 -23 -22 -24 -25 -26 -28 29 -27
right_child=20 -3 -4 -5 5 8 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 23 22 24 25 26 28 27 -29 -30 -31
leaf_value=0.0004151608896400529 -0.10937799601491699 -0.034068336470352137 -0.022171522482534289 0.10345043317371586 0.09646837585504639 -0.10748707604759351 -0.061070928372093859 0.021944217160794796 -0.031523046141434356 -0.037720482393814446 0.054307898396211508 -0.071143102420974907 -0.0028952866517878255 0.076227686194892771 0.10397223197442829 -0.10780361088928235 0.089525459409459537 0.10249735026812334 0.027247623504601217 -0.1015589414767567 0.03814298756100315 0.10441245700289653 -0.10238512324602106 0.025260261957237878 0.0069124390554968079 0.00056085669527464166 -0.10162285033463828 0.0097063354594293504 0.0036574314775844989 -0.016819415837262878
leaf_weight=1.8499278589366075 0.15441439504150334 1.0101036704830733 1.9653373807668693 0.44295331463217813 0.42058787857104096 0.11799469095421944 0.96998223662376393 1.223786801099777 0.64927653752965842 0.43671575815096719 0.33434693526942272 0.28573175812653051 3.7144398721284233 0.10282474167524902 0.19416997954249382 0.15151598323427606 0.26199476234614849 0.14376857876777649 0.084026714583160356 0.15650450593747678 0.69660068338271131 0.13292041356908157 0.12954455991725844 0.8857911080121984 0.53935994833591394 55.479472297549762 0.099040748897252229 0.07187308045104146 28.174421093094821 6.4677437101923934
leaf_count=156 34 16 23 5 23 8 12 9 8 31 11 15 50 23 2 17 3 2 13 177 21 2 105 8 5 1543 115 55 1387 155
internal_value=2.73607e-05 -0.00340822 -0.00111516 0.00247071 -0.00155983 0.00549392 -0.00985355 0.00217401 -0.00136749 -0.00614963 -0.000567669 -0.00915868 0.00260619 0.0194556 0.033137 0.0178655 0.0432832 0.0184123 -0.0167954 -0.0565619 0.000564582 -0.0194413 -0.00516457 0.000810478 -0.0225076 0.000524723 -0.00793903 -0.0548064 0.000281601 -0.00125377
internal_weight=107.347 14.516 13.5059 11.5405 11.0976 5.9971 5.10049 4.13051 5.57652 2.90672 2.47001 2.13566 4.92724 1.2128 1.09481 0.900635 0.749119 0.487125 0.343356 0.240531 92.8312 1.12715 0.972739 91.704 0.839818 91.0074 0.710274 0.170914 90.1216 61.9472
internal_count=4034 604 588 565 560 326 234 222 303 213 182 171 295 245 237 235 218 215 213 190 3430 316 282 3114 280 3093 175 170 3085 1698
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 2 0 0 1 0 0 0 1 2 0 0 2 2 2 0 1 1 2 1 1 1 2 0 0 2
split_gain=0.0171285 0.188986 0.201912 0.114434 0.315889 0.090563 0.0939914 0.0883548 0.0863218 0.185948 0.194792 0.306069 0.0524839 0.113874 0.189621 0.042857 0.199703 0.447625 0.309249 0.368263 0.255345 0.253085 0.31182 0.191777 0.0843956 0.297324 0.0731501 0.6456 0.472424 0.150826
threshold=0.34515433670000012 0.48597347385000006 0.48386275860000011 0.34494476210000008 0.47961138885000004 40.633548727200008 0.47721625100000004 0.47943175355000006 0.34488488370000009 0.47754558250000007 0.47736594710000008 0.4764977096500001 0.34527409360000011 42.198888176300009 0.47865333370000007 0.48119816770000007 40.280372415600006 39.458743938000005 42.141702038450013 0.48068920095000006 0.34829795515000012 0.34545372890000009 43.426640904350009 0.34542378970000004 0.3453938505000001 0.34566330350000002 42.456897412850005 0.48351845755000006 0.4815274992000001 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -7 8 9 10 11 -1 13 14 -2 16 17 20 19 24 -14 -20 -23 -17 -18 -26 28 -28 -25 -29
right_child=12 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 15 -15 -16 23 18 -19 21 -21 -22 22 -24 26 25 -27 27 29 -30 -31
leaf_value=0.00014437043211052011 -0.004445319503542009 0.043088500657092549 -0.056354725370823922 0.030296130289579271 -0.056866004890910739 0.0069695435955799221 -0.042913048211908937 0.011441918235111632 0.030386227535508042 -0.034170670648184354 0.061899974278392091 -0.10833045011177558 0.10509345241685536 -0.014647134137449565 0.039840260850470974 -0.051971422731374332 0.024560051557515436 -0.056348039977035608 0.0053875193199138284 0.064202564336730286 -0.012143451909846994 -0.094926255303214607 0.017235831563989362 -0.060944292145270487 -0.019766056842185492 0.038224416569386549 0.087000465868881272 0.045383350350875769 -0.00053591587191132892 -0.0028286762712558902
leaf_weight=7.3688731185397049 1.8208948370429419 0.87350537674501438 0.72183491289615531 0.82125109306370792 1.3563571665436027 1.0935983013566781 0.57705823230207887 5.509454818442463 0.67872698428254885 1.9520250281202614 0.48140429332852352 0.26962989401363291 0.33137396108281025 1.3500270210206506 2.0614383984357119 0.72973275743424793 2.5117615822427961 1.3874546744223151 1.8804967302130537 1.5832055062055586 0.4228359085927238 0.70107143666709226 0.38342109481800435 1.3272862508893002 2.4697752902284269 1.3771065302482837 0.92201995989307306 0.69007548206718539 52.578209195085535 10.869934251967921
leaf_count=539 25 17 5 9 16 66 14 38 11 26 5 14 7 35 16 14 18 18 60 11 46 84 106 9 22 50 57 18 1724 954
internal_value=2.88642e-05 -0.00247966 -0.00439054 -0.00252517 -0.0180318 0.00310577 -0.0102603 0.00114478 -0.00413225 -0.00645838 0.000203652 -0.00368466 0.000666399 0.01037 0.0190694 3.30495e-05 0.00527694 -0.0226412 0.0107589 0.0210475 0.0393664 -0.0167995 -0.0552715 -0.000986433 0.0103026 0.000993369 -0.000426005 0.00647223 -0.00202332 4.93436e-05
internal_weight=107.102 21.7037 20.8302 20.1084 3.84826 2.49191 1.67066 16.2601 10.7507 10.0719 8.11991 7.6385 85.3981 5.23236 3.88233 80.1658 13.0485 2.14166 10.9068 7.94185 0.75421 2.96499 1.08449 67.1173 6.35864 3.84688 66.3875 12.482 53.9055 11.56
internal_count=4034 760 743 738 105 89 80 633 595 584 558 553 3274 76 41 3198 422 71 351 101 53 250 190 2776 90 72 2762 1029 1733 972
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 2 2 0 0 0 2 1 0 2 1 2 1 1 0 0 1 2 1 0 0 1 2 2
split_gain=0.0244154 0.0752736 0.0616597 0.13 0.641285 0.251933 0.424346 0.2421 0.144041 0.912528 0.41075 0.157613 0.0688119 0.0432819 0.332505 0.111013 0.106415 0.16244 0.086037 0.208695 0.182758 0.312935 0.113861 0.0989584 0.570121 0.490865 0.0988367 0.282701 0.375538 0.151288
threshold=41.218101594450012 41.147265497500008 41.741384785950011 0.52688542260000015 0.53749887730000012 0.48797940185000005 41.385032804600009 41.571132012400007 41.50623664750001 0.48119816770000007 0.48200652675000005 0.4778150355000001 41.770271989050009 0.34488488370000009 0.47464147780000004 48.457543166250012 0.34219035360000005 48.226196960950006 0.3459626957000001 0.34614233110000009 0.48306936920000004 0.48537468940000006 0.34569324270000007 42.198888176300009 0.34575312120000007 0.48244064550000004 0.4871261339500001 0.34545372890000009 42.719328117250008 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 8 -7 -6 10 -10 11 -2 -4 14 15 16 17 -14 22 -20 -21 -22 26 -24 -25 -26 27 29 -29 -15
right_child=2 -3 12 4 7 6 -8 -9 9 -11 -12 -13 13 18 -16 -17 -18 -19 19 20 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.00095490978365474286 0.0026583404063056835 0.027254589984676166 0.025597755225782073 0.068176771379861376 -0.1111447215879329 -0.11072474350624872 -0.0018434556628442419 0.029543834855888153 0.020552387229758742 -0.1077779917290259 0.03422278883902103 -0.030693009354975584 -0.034479490685449789 -0.007925390269190152 -0.058060597931480606 -0.0026179832354182239 0.096567728694017488 0.10225373260746412 -0.051620398649460934 0.034729019717502162 -0.059720310021128202 -0.00013956084533286135 0.041265669153213391 -0.134174179610733 -0.066409276962506703 0.10359963322164634 0.027285330435250894 -0.119501960778572 -0.0021524485998401905 0.023500692327674256
leaf_weight=54.72776545629543 2.8078274719618985 1.1103633384500415 1.0654576818958492 0.99257272307295241 0.37872394349687966 0.64070737757719942 0.81105293691280167 0.18066185978307203 1.4898069972382466 0.8822205178439616 2.5394280911423266 2.8606210500001907 0.26051384855295978 3.3289977468230081 1.0806560827550127 3.7174208443029784 0.23243187088519335 0.13036294281482697 0.83682438555843219 1.3595652211266465 0.93171776365489023 16.368989397056509 1.6592524200677865 0.23622928576514812 0.26133114706271954 0.48505421122536063 1.3729382455348966 0.44421162968683325 0.70631223211421457 2.8376501480743173
leaf_count=1801 31 31 15 8 41 21 26 38 46 18 40 19 196 74 36 50 3 2 17 127 6 1153 9 8 26 53 13 19 36 71
internal_value=3.38976e-05 0.00147789 -0.0015502 -0.00731897 0.0199198 -0.0108325 -0.0498962 -0.0657073 -0.00547221 -0.0271771 0.000800378 -0.0141726 0.000549729 -0.000186471 -0.00842636 0.00393044 0.0429853 0.011123 0.00126254 -0.00276491 -0.000573977 -0.00334824 0.00819192 0.0263718 0.001222 0.0440746 0.00266507 -0.00195449 -0.0474605 0.00653566
internal_weight=106.738 55.8381 50.8995 13.5836 1.55196 12.0317 1.45176 0.559386 10.5799 2.37203 8.20788 5.66845 37.3159 36.2505 5.42139 4.34073 0.623309 0.390877 30.8291 19.4971 18.6603 17.3007 11.332 2.64187 0.982615 0.746385 8.69011 7.31717 1.15052 6.16665
internal_count=4034 1832 2202 288 87 201 47 79 154 64 90 50 1914 1899 287 251 201 198 1612 1303 1286 1159 309 96 87 79 213 200 55 145
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 2 2 0 1 1 0 1 1 0 1 2 2 0 2 0 0 2 2 2 0 0 2 1 1 2
split_gain=0.0212138 0.112542 0.203024 0.399515 0.196338 0.202712 0.180371 0.13045 0.126647 0.269405 0.141922 0.211906 0.214801 0.24083 0.223688 0.520508 0.193718 0.158249 0.108037 0.13726 0.503588 0.135367 0.106146 0.0998961 0.0859245 0.0807332 0.122373 0.0768948 0.0743165 0.377667
threshold=40.633548727200008 0.39542229275000007 40.316494640950005 40.206947806850003 0.53544804050000006 36.728658719300007 39.896141435400004 0.48271009850000007 0.39408999735000005 0.39072183470000005 0.52404119640000013 0.39019789825000006 0.38976377950000002 0.51505942935000004 0.37003383130000006 37.784765830350004 38.121007182500009 0.50278434775000014 39.577821550850011 0.47997065955000012 0.4784437592000001 39.420767558750008 38.625745710700009 40.377444152000002 0.47976108500000009 0.50008981770000005 36.79544512155001 0.33204095685000007 0.34518427590000006 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 9 10 11 12 13 14 17 -16 -15 18 19 20 21 27 25 -6 -4 26 -21 -1 29 -2
right_child=28 4 24 -5 23 -7 7 -9 -10 -11 -12 -13 -14 16 15 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.056042448187327211 -0.04085569292205278 0.014586327607627618 0.008946593409359235 -0.04350858047432974 0.00065183160643723925 -0.10421498070759672 0.0066781283684674078 0.040351966188492794 0.035061350755406825 -0.055882017908394116 -0.036036829273071599 0.034455598451410469 -0.0550752804497344 0.0042255119765701853 0.030399403767628022 -0.10118260146405694 0.069037391911941734 0.032737382078444996 -0.028750142200511548 0.038652472914435229 0.07066974491578347 -0.073348507567321933 -0.036164555101034411 -0.023646845624031711 0.034555400821490327 -0.022499448384670991 -0.013027347273582164 0.004720575705574972 0.00071542985542583733 0.00050016777983345284
leaf_weight=0.22854825557264646 2.7410575134590536 0.22564586701537237 2.4168569470111825 1.8469572300091375 10.187779178971679 0.39514306565001789 2.4453911713624157 2.1724538384587504 1.0080215907946684 0.8632735298051547 0.9610247946693552 1.9507730640470988 0.69034284772351462 0.94900187756866106 0.5343881525332097 0.68726961174979806 0.89713828451931477 1.4117481745779503 1.4041667608544219 0.87931624648626916 1.1411372541915623 0.28460675280075509 1.2247340843314303 2.0288782081447598 2.8613932359730825 1.103676772343533 0.95669332332909107 2.3468107775028386 48.13988309331797 11.358747168791011
leaf_count=120 107 20 31 24 695 78 24 25 13 37 15 20 12 24 21 23 19 16 26 30 16 8 27 33 40 12 25 125 1984 384
internal_value=3.4269e-05 0.00171212 0.00494901 0.00131737 -0.00617135 -0.0610328 0.00474694 0.0225199 0.000542972 -0.00133637 0.00133129 0.00348294 -0.000616275 0.0020597 -0.00303275 -0.0436249 0.0357211 0.00148302 -0.00312771 0.0012784 0.0145056 -0.00790415 -0.01143 -0.00338356 0.0228294 -0.00112514 0.0117236 -0.000671792 -0.00115466 -0.00753957
internal_weight=106.343 44.1032 31.2657 25.9875 12.8374 0.620789 24.1405 4.61785 19.5227 18.5147 17.6514 16.6904 14.7396 14.0492 12.2031 1.22166 1.84614 10.9814 9.56969 8.16552 4.0011 2.85997 4.16442 12.2167 5.27825 2.93969 1.83601 2.57536 62.2397 14.0998
internal_count=4034 1559 733 662 826 98 638 49 589 576 539 524 504 492 449 44 43 405 389 363 269 253 94 728 71 67 55 245 2475 491
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 2 0 2 2 1 1 1 1 1 0 1 2 0 0 1 1 0 0 1 1 1 0 0 1
split_gain=0.0205754 0.0678032 0.0509108 0.240862 0.217596 0.184869 0.125232 0.179401 0.244779 0.156016 0.156841 0.187432 0.140407 0.823737 0.189513 0.643806 0.518134 0.157821 0.0557801 0.249827 0.12833 0.291137 0.11626 0.144157 0.111412 0.196973 0.173454 0.145522 0.106102 0.100744
threshold=41.218101594450012 41.147265497500008 42.006870117350005 41.919251152600005 0.50008981770000005 42.047301293400004 41.872294782850005 0.47976108500000009 41.770271989050009 41.741384785950011 0.3453339720000001 0.34512439750000007 0.3453938505000001 0.34575312120000007 0.34988473400000003 0.50922128080000018 0.4019490434500001 41.571132012400007 0.47997065955000012 0.48028502140000007 0.34398670700000006 0.34509445825000007 0.4778150355000001 0.47943175355000006 0.34515433670000012 0.34542378970000004 0.34545372890000009 0.47769527860000011 0.47736594710000008 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 7 9 12 10 11 -2 -9 -14 -15 -16 -17 -18 20 -20 -7 -22 24 -24 -23 -26 -27 28 29 -28
right_child=2 -3 5 4 -6 18 -8 8 -10 -11 -12 -13 13 14 15 16 17 -19 19 -21 21 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.00086787544043582664 0.0058524595991888972 0.025910741326123605 0.066064017102081443 -0.07321075893552885 0.016326144331693489 0.0029997661910848498 0.020009898250875444 0.021407681980188362 -0.052671053926723499 0.032728879282888416 0.022450683201730104 -0.037225257891057177 -0.12140435546241726 0.013857283898437205 -0.10086948356959567 0.048247060000981508 -0.11008043466626027 -0.0036656093992675541 0.074400161959827321 0.0010937377779682903 -0.1092407273295504 0.10383259485827322 -0.077979602466186182 -0.0070407543313409943 -0.10307249231649579 0.094195720136990874 -0.10119009262422887 0.10110206573529515 -0.1042829805153459 0.044481223505329959
leaf_weight=54.40827219466253 2.3689150013156093 1.1030595932170388 0.43293262524557263 0.92117768469921546 0.38480581662952318 4.2637650388298622 2.198787087038709 1.3612998966127614 1.4381483153516681 1.6927489589261311 1.8609765452783902 1.7607888325474048 0.64201595867052663 3.2684756722301245 0.74151981784962151 1.1800593802472574 0.3460513073198398 0.23334143792317263 0.47476915601874026 22.355123553328795 0.35576115125149987 0.1209538439579777 0.44175593068939611 0.81488579069264233 0.14931151134078391 0.2321322676143609 0.066039059849572368 0.092919491231441498 0.14927306352183223 0.16889127610986066
leaf_count=1801 40 31 15 33 37 230 30 27 30 23 31 14 19 28 16 36 41 46 6 1202 46 2 43 20 36 3 33 4 13 98
internal_value=3.65973e-05 0.0013655 -0.00142367 -0.00528107 -0.0468289 0.00118893 -0.00243917 -0.0053609 -0.0147726 0.00592185 -0.00165284 -0.0125147 -0.00776046 -0.0139535 -0.00199654 -0.0227156 0.0102223 -0.0672235 0.000242794 0.00261821 -0.00766751 -0.0252154 -0.0118474 -0.0319784 0.0139789 0.00132041 0.0232971 -0.0111969 -0.0383564 0.00353293
internal_weight=106.029 55.5113 50.5176 20.3991 1.30598 30.1185 19.0931 16.8943 9.21091 7.68343 5.99068 4.1297 7.77276 6.41146 5.76945 2.50097 1.75945 0.579393 29.6856 22.8299 6.85569 2.59192 2.23616 1.25664 0.979521 0.858567 0.709255 0.477123 0.384203 0.23493
internal_count=4034 1832 2202 451 70 1751 381 351 243 108 85 54 213 186 167 139 123 87 1736 1208 528 298 252 63 189 187 151 148 144 131
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 2 0 0 0 0 2 0 2 2 1 0 1 1 0 2 0 1 2 2 1 2 0 0 2 2
split_gain=0.0169577 0.0674469 0.169502 0.0392706 0.0379206 0.0298964 0.0714072 0.217825 0.151445 0.240949 0.170249 0.105365 0.0678425 0.0527676 0.192101 0.0961835 0.236831 0.157874 0.179278 0.0475302 0.0427368 0.154276 0.0420821 0.0410584 0.272074 0.0533972 0.245133 0.201272 0.133754 0.0411492
threshold=35.171584490050009 0.49880243110000005 0.36533337325000009 0.34398670700000006 0.49094338495000006 38.400997490450003 0.50339810185000011 0.51505942935000004 0.5223196910500002 0.52366695610000014 38.244973486750006 0.46989611090000011 37.038444968100009 37.784765830350004 0.39670967935000007 0.54136103710000005 0.40667944075000007 0.39072183470000005 0.52889135055000014 38.748048509250005 0.54228915300000013 0.45280081435000008 38.969453495950006 39.110279783550006 0.39072183470000005 39.420767558750008 0.5223196910500002 0.52770875125000016 39.525197829750006 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 11 -8 -9 -10 13 -2 -13 15 -15 17 -17 -11 -19 -7 -18 -22 -21 24 -24 26 -25 -28 -27 -30
right_child=5 -3 -4 4 -6 19 7 8 9 10 -12 12 -14 14 -16 16 20 18 -20 22 21 -23 23 25 -26 28 27 -29 29 -31
leaf_value=0.051870723107403774 -0.012584743322887525 -0.001740811235355045 -0.13044267836773102 -0.10208776828445586 0.019253536858598357 -0.017083874748462385 -0.053652562171210588 0.044964999900345998 -0.059189198766145229 0.0096620942721863598 0.043204649609018035 0.009326878891871471 0.037239682730575742 0.028127396022401153 -0.11068733669854512 0.10040345091239307 0.019102813514507849 0.0072447976946243943 -0.10627067991315667 0.015283354712439573 -0.10398690394248122 0.0074353282491190767 0.027347552861934177 -0.014039201165457408 -0.053427103379308095 -0.032593568976599062 0.10492246741428242 0.010010537811161778 0.0069674907127350461 -0.00065938412223251692
leaf_weight=0.10694214342732289 1.0770833651951806 2.4924074877391007 0.14736108423676342 0.046128558925298435 0.058311859611421824 1.6668030333030817 0.71475966130219593 0.8098976306937401 0.63539877580478776 0.8083140421658761 0.98954577107372177 1.751615794375539 1.7315094016958026 0.2091075645694217 0.19052274583307849 0.28206481400411565 0.61357197631150462 0.23849644702022488 0.33393032693857094 1.7568602200319663 0.15856919270072467 0.57444806779571067 0.77977012743940466 1.1863866584608325 0.8963400588299919 1.2739513920096204 0.42705451697111119 0.46859455005642303 7.8059953798382073 75.443573614799647
leaf_count=80 102 242 4 34 11 62 19 20 12 6 18 29 39 5 62 5 4 25 28 46 52 96 18 20 30 47 5 35 143 2735
internal_value=3.13785e-05 -0.00757598 -0.0481164 0.00927567 -0.0343397 0.000242319 0.00513931 -0.00154301 0.00483048 -0.00162663 0.00668862 0.01475 0.0232027 -0.00391098 -0.0380522 0.000622778 0.0170836 -0.0187936 -0.0589755 -0.000351418 -0.00036905 -0.016668 -4.16652e-05 -0.000346643 -0.0158486 -4.66268e-05 0.0157743 0.0552655 -0.000436337 5.57589e-05
internal_weight=105.675 2.85115 0.358744 0.211383 0.10444 102.824 11.1188 6.55863 5.84387 5.03397 4.39857 4.56021 3.48313 3.40903 0.39963 3.00939 1.62865 1.38074 0.572427 91.7053 1.34659 0.733017 90.0385 88.2817 1.67611 86.6056 2.08204 0.895649 84.5235 83.2496
internal_count=4034 371 129 125 45 3663 522 352 333 313 301 170 68 283 67 216 157 59 53 3141 152 148 3079 3033 48 2985 60 40 2925 2878
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 0 0 1 2 1 0 0 0 0 2 1 1 2 1 0 0 0 0 1 1 1 1 0 1 1
split_gain=0.0153152 0.0914356 0.0482193 0.0147037 0.386398 0.261753 0.16237 0.0909792 0.430201 0.15906 0.151318 0.154925 0.135744 0.179849 0.12622 0.0790937 0.0673373 0.230688 0.467162 0.521312 0.07891 0.453972 0.067986 0.0929107 0.302614 0.292312 0.109311 0.272484 0.0695979 0.148552
threshold=0.39606598605000004 0.31060447290000009 44.952171034750002 0.35651627195000007 0.48597347385000006 0.49649711085000009 0.47817430615000006 0.34739977845000009 42.779078631750004 0.34656148020000005 0.49336846205000007 0.48797940185000005 0.48537468940000006 0.48351845755000006 41.481306584950012 0.34608245260000009 0.37668033890000002 38.478081868400004 0.37286308795000006 0.50339810185000011 0.51401155655000019 0.51505942935000004 0.52005927965000021 0.38976377950000002 0.39019789825000006 0.38552737940000009 0.39072183470000005 0.52284362740000012 0.39091643965000006 0.39382054430000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 -6 -5 9 10 12 11 -9 13 15 -14 -2 17 -7 19 -19 -18 -22 -23 25 -25 -24 -26 -28 -29 -30
right_child=3 -3 -4 4 5 16 -8 8 -10 -11 -12 -13 14 -15 -16 -17 20 18 -20 -21 21 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.10129307068156271 -0.00044882975997152981 -0.10503358380461614 0.032863928692140325 0.013410671582108395 0.072870785402617919 0.0068971032704055303 -0.11825627329431454 0.042368017107929666 -0.039480470679998075 -0.031378614494899169 0.051663818435042336 -0.016200227611414979 0.03512440162871807 -0.028012729597955723 0.004916865839558881 0.019970965982514875 -0.035144732868611243 -0.081280006898427279 -0.10329583510971296 0.017354208389009543 0.098801023408446598 -0.025044636264778354 -0.022427817174349444 -0.065567633312624302 0.021929751931353891 0.043250450506808341 -0.083892508759460221 0.046345720138424001 -0.049761807340799533 0.00064140013506787527
leaf_weight=0.031321848953921427 42.258551603290115 0.093131343885119122 0.18522107973694801 0.12270023868386815 0.48409977707547724 3.7934098993046126 0.3957181586159777 0.83817502171659375 1.1298632147741043 1.5710950987995591 1.8087629858637226 0.97937006724532694 2.0398081401363006 2.3342218101024619 4.2973952414467931 1.9860243266557507 0.60676866914389549 0.7442349382326946 0.67729580155719293 1.9137464010564142 0.4706295616360866 1.0561876423957688 1.1015279262337565 0.70606412156484921 2.2383257187902954 1.7609819637218604 0.39120488364210615 0.32212396780960517 0.5969942298779668 28.487879744150074
leaf_count=123 911 46 22 128 46 64 17 31 23 28 37 11 38 43 41 46 64 34 47 38 9 37 23 12 28 41 14 9 94 1929
internal_value=2.93888e-05 -0.0221766 0.0134588 9.48099e-05 -0.00124932 -0.000268027 -0.0870931 0.00113552 0.0143994 -2.2281e-05 0.0311869 0.010809 0.0009087 -0.000959492 0.01464 0.000467762 -0.00105716 -0.00997072 -0.0291555 -0.0102634 0.000626572 0.00121111 -4.16772e-05 0.000700009 -0.000810397 0.0179767 0.00061681 -0.000984136 0.000118805 -0.000393173
internal_weight=105.423 0.309674 0.216543 105.113 45.8699 45.3515 0.518418 59.2433 4.75617 54.4871 3.62631 1.81755 52.916 46.5788 6.3372 44.2446 44.8674 7.12869 3.33528 2.65798 37.7387 37.1319 36.6613 35.6051 32.7426 2.86251 32.0365 29.7982 29.407 29.0849
internal_count=4034 191 145 3843 2634 2489 145 1209 102 1107 79 42 1079 1000 79 957 2443 183 119 72 2260 2196 2187 2150 2086 64 2074 2046 2032 2023
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 2 0 2 1 1 0 0 0 1 2 0 0 2 2 1 2 0 1 0 1 1 2 0 2 2
split_gain=0.0137676 0.161527 0.187258 0.122136 0.241906 0.092387 0.0868685 0.0748107 0.0702805 0.165075 0.285427 0.112134 0.184225 0.047903 0.109548 0.137541 0.03831 0.20002 0.318507 0.285497 0.240656 0.334599 0.194412 0.282547 0.168686 0.16138 0.128544 0.0773098 0.108974 0.0658481
threshold=0.34515433670000012 0.48597347385000006 0.48386275860000011 0.34494476210000008 0.47961138885000004 41.646178195200001 0.47943175355000006 41.385032804600009 0.34488488370000009 0.34479506600000004 0.4784437592000001 0.47736594710000008 0.47604862130000009 0.34527409360000011 42.198888176300009 0.47865333370000007 0.48119816770000007 40.280372415600006 39.458743938000005 0.34829795515000012 42.141702038450013 0.47976108500000009 0.34545372890000009 0.47916230050000003 0.34542378970000004 0.34560342505000002 42.686561923500008 0.47769527860000011 42.719328117250008 42.456897412850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 8 -5 9 10 11 12 -1 14 15 -2 17 18 19 -15 21 25 -22 26 -18 -19 -24 28 -28 -26
right_child=13 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 24 20 -20 -21 22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=0.00059172944702608643 -0.0011035253403057332 0.040932669126190716 -0.054355815953520438 -0.00066062949534863964 -0.052651308369767863 -0.02475542574132306 0.011820469555952826 0.046185083910921049 0.027834523036314007 -0.05258831463621999 -0.079325529820311658 0.029172011747199352 -0.073608177244806339 0.10487768490041982 -0.014754199238352717 0.036878579531455756 -0.049785928127623807 -0.0075920263283052935 -0.051301117104036786 -0.023453705299968951 0.0047510702619380793 0.047532508266543899 -0.10423938607761159 -0.11238036891781836 -0.001985779835057429 0.031651956901783219 0.10105369151394689 0.069042084726458564 -0.049537914414293373 0.0061303554783527468
leaf_weight=7.1219718189613701 1.8414568749321909 0.8328249710611989 0.71261278353631397 0.97645615310723577 1.3319052399601785 0.90546427358640347 5.4859988242387763 0.52374671399593353 0.66290134870359985 0.70066762147261208 0.45648550341138694 1.2768592772772533 0.35110857024847053 0.30190415240568613 1.3310365863144396 1.976927490904927 0.70048814546318183 3.4851828767987154 1.3773075461660935 0.40713195668231705 1.8395405481460332 2.7751924619078636 0.10387891670143279 0.42007109185215086 52.834933230844157 1.4983662350791744 0.062405213713645935 0.1841591049451381 0.20894471714748875 12.329098473682192
leaf_count=514 25 17 5 64 16 21 38 4 11 36 11 12 11 7 35 16 14 30 18 46 60 21 27 20 1733 50 2 13 128 1029
internal_value=2.80972e-05 -0.00223925 -0.0039926 -0.00217941 -0.0184605 0.000469332 0.00161056 0.015694 -0.00368855 -0.00579782 -0.00223676 0.00178497 -0.00289441 0.0006063 0.00994982 0.0185613 -6.39043e-06 0.00503072 -0.0232671 0.0311892 0.0106121 0.019704 -0.0144115 -0.050401 -0.000974899 0.00420717 -0.00385771 0.0190344 -0.0149048 -0.000450199
internal_weight=105.017 21.339 20.5062 19.7936 3.73757 2.40567 16.056 1.5002 10.57 9.90709 9.20643 8.74994 7.47308 83.678 5.14942 3.81838 78.5286 12.6641 2.08634 0.709036 10.5777 7.75874 2.819 0.979459 65.8645 4.98355 0.559388 0.455509 0.27135 65.164
internal_count=4034 760 743 738 105 89 633 68 595 584 548 537 525 3274 76 41 3198 422 71 53 351 101 250 190 2776 80 170 143 130 2762
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 0 1 0 0 0 1 2 0 2 2 1 1 2 2 0 0 2 2 2 1 0 0 0
split_gain=0.0194846 0.207435 0.138874 0.103234 0.156221 0.0832566 0.202415 0.24632 0.0418333 0.485053 0.394256 0.527714 0.233165 0.336577 0.171782 0.0842867 0.123478 0.154742 0.142827 0.057625 0.0505099 0.0484008 0.0586199 0.210887 0.227079 0.141692 0.162981 0.0878268 0.119856 0.139828
threshold=40.206947806850003 40.241071441700008 40.137820134150012 40.040005255000004 39.896141435400004 39.685256516350002 0.35165114815000004 0.52432561900000019 0.34674111555000003 0.48028502140000007 0.47997065955000012 0.4784437592000001 0.35807311160000005 38.478081868400004 0.47700667645000011 39.525197829750006 39.420767558750008 0.36042334060000009 0.36359689830000008 38.969453495950006 38.121007182500009 0.49830843385000007 0.51505942935000004 39.110279783550006 39.184300550350009 36.893814626400008 0.36533337325000009 0.51675099550000014 0.52005927965000021 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 9 10 11 14 13 -10 19 16 17 -14 -19 20 -1 -20 25 27 -25 26 -23 -24 -29 -30
right_child=1 -3 -4 -5 -6 6 7 -9 12 -11 -12 -13 15 -15 -16 -17 -18 18 21 -21 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.00051945071253527413 -0.044217079268936837 -0.00023179912008069225 0.032145466605901653 -0.027511259679575489 0.021218709182738424 -0.065194423903333673 0.031164384931517564 -0.04168213257815475 0.014856904631063992 0.10337427950144396 -0.078690307007336271 0.084120540442093272 0.082251920908063048 -0.11993659179741706 -0.064059710129076047 0.026890877264817249 -0.034145089010726742 -0.059873552331980474 0.036592803507639958 0.030903368843696072 -0.051509374801135981 0.030641220991827828 0.057831332267267201 0.099099866190177438 0.0024731593631768366 -0.036964252424355276 -0.022267877915013407 -0.067169666848272427 0.039396040528578577 -0.002898145181080997
leaf_weight=1.8187994461910832 1.0887768499560468 70.329075451179904 1.4636447312398093 1.2512468365533767 3.6463643458923789 0.67061826027929727 1.0447029061615465 0.83531856641036473 0.35213761657161669 0.4921926874667405 0.57262307591736306 0.77224012697115529 0.2335252649744558 0.39086063595823362 0.4696527151390909 1.1840348195740649 1.0371134997340039 0.38552800754920014 0.38841748268288157 0.53537474427139375 0.21750318550903092 1.1741194091737268 0.25873062876052877 0.46736210135350198 0.50709983621845822 1.2845337943535922 1.1548675767417078 0.26794504933059116 0.85149482969427381 9.5351152202915923
leaf_count=184 15 2626 31 30 63 12 21 33 39 9 4 11 16 13 10 29 41 13 17 16 14 17 5 9 34 31 28 10 24 629
internal_value=2.87247e-05 -0.000902362 0.00202782 0.000641586 0.00179472 -0.000838068 -0.0180272 -0.00120229 0.000962384 0.00924328 -0.00131955 0.010298 -0.00111216 -0.0560524 -0.00844669 0.00106727 -0.000675368 0.00142727 0.000267555 0.00170964 -0.00596583 0.00172675 0.000853102 0.00424353 0.0488163 -0.0103007 0.00440535 0.000263563 -0.00113439 0.000569134
internal_weight=104.681 71.4179 33.2632 31.7995 30.5483 26.9019 2.55064 1.88002 24.3513 4.87839 4.38619 3.81357 19.4729 0.742998 3.04133 18.7299 17.5459 16.5087 16.2752 2.57168 2.0363 15.8897 15.5013 11.8877 0.974462 3.61352 2.32899 10.9133 10.6546 10.3866
internal_count=4034 2641 1393 1362 1332 1269 66 54 1203 248 239 235 955 52 224 903 874 833 817 214 198 804 787 711 43 76 45 668 663 653
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 2 0 0 2 0 1 1 2 2 1 1 0 0 1 0 0 1 1 0 0 1 1 1 0
split_gain=0.0187838 0.0544125 0.0531037 0.187306 0.177134 0.163442 0.102056 0.157487 0.244169 0.325119 0.379149 0.43917 0.257093 0.582201 0.136368 0.125809 0.137376 0.124129 0.097517 0.114933 0.0423657 0.219889 0.105511 0.261175 0.0988924 0.135292 0.101099 0.178775 0.146244 0.119202
threshold=41.218101594450012 41.147265497500008 42.006870117350005 41.919251152600005 0.36698003050000011 42.047301293400004 41.872294782850005 0.47976108500000009 0.4815274992000001 41.481306584950012 0.49094338495000006 0.36491422415000008 0.34988473400000003 41.32819714970001 41.741384785950011 0.3453339720000001 0.34512439750000007 0.54386096225000014 0.55769288345000012 0.43967246490000006 0.47997065955000012 0.48028502140000007 0.34398670700000006 0.34509445825000007 0.4778150355000001 0.47943175355000006 0.34515433670000012 0.34542378970000004 0.34545372890000009 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 7 14 -9 12 -11 -12 -10 -14 15 16 -2 -13 -19 -20 22 -22 -7 -24 26 -26 -25 -28 -29 -30
right_child=2 -3 5 4 -6 20 -8 8 9 10 11 17 13 -15 -16 -17 -18 18 19 -21 21 -23 23 24 25 -27 27 28 29 -31
leaf_value=0.00086698841670989355 0.0043736879088701278 0.023553211467414768 0.063377262129384715 -0.0648868572403523 0.016065036709014737 0.0029101496457849536 0.017626313018526883 -0.049248161979363742 0.030828118657322098 -0.05907483440215977 0.10362530844804241 -0.078027349184872294 -0.055151824565176123 0.066158606611653667 0.030501188443629729 0.019935934758712141 -0.032482398105597221 0.065905109386952265 -0.10355084663865531 0.062252336910243067 0.07162343543590953 0.0010848091140523775 -0.10793727578222841 0.10342661190624761 -0.075519559216838769 -0.0050920412126951135 -0.10274108296240972 0.090942918500752923 -0.035627915557058243 0.10093242611672215
leaf_weight=53.454260877160991 2.3322355059440332 1.0785738552895043 0.41833061238955593 0.94413264205579028 0.37872864674864104 4.2484994024292773 2.1680103076514277 1.6430038139224032 2.5830272980965674 1.8923457895871254 0.36949238553643204 0.31451145274058945 1.2893978217539368 0.57073280215240618 1.659314639576223 1.8246075423921864 1.7856270370320997 0.16005461524036946 0.11185143957845867 0.066762132123244555 0.45089267147705214 22.222712193831189 0.31653998406545758 0.11265288956929032 0.41302074585109927 0.80322403210448101 0.13452608258376131 0.2163778921822086 0.34309450018454868 0.07855501864105463
leaf_count=1801 40 31 15 33 37 230 30 14 41 26 4 24 32 33 23 31 14 13 8 48 6 1202 46 2 43 20 36 3 144 4
internal_value=3.31011e-05 0.00131569 -0.0013699 -0.00534176 -0.0417107 0.00131202 -0.0027787 -0.00544318 -0.0143935 -0.0066108 -0.0325623 0.0164965 0.0104151 -0.0179309 0.00515476 -0.00192272 -0.0116082 -0.0327908 0.00921907 -0.041577 0.000427094 0.00248756 -0.00658081 -0.0232568 -0.0105014 -0.0290083 0.0149265 0.00202146 0.0241103 -0.0101862
internal_weight=104.385 54.5328 49.8523 20.0938 1.32286 29.7584 18.771 16.603 9.00118 7.35818 2.91502 1.02267 4.44316 1.86013 7.60178 5.94247 4.11786 0.65318 0.338668 0.178614 29.3401 22.6736 6.66649 2.41799 2.10145 1.21624 0.885206 0.772553 0.638027 0.42165
internal_count=4034 1832 2202 451 70 1751 381 351 243 229 123 97 106 65 108 85 54 93 69 56 1736 1208 528 298 252 63 189 187 151 148
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 2 0 1 1 1 2 1 0 1 1 2 0 1 0 1 0 2 0 2 2 1 2 1 1
split_gain=0.0161549 0.081145 0.174871 0.193172 0.145664 0.284274 0.157531 0.115971 0.103676 0.212828 0.109673 0.0923318 0.306009 0.587524 0.091672 0.230524 0.512016 0.258319 0.0900658 0.172682 0.0933535 0.173248 0.0882924 0.112786 0.0802765 0.0755916 0.0745927 0.296357 0.375616 0.552572
threshold=40.633548727200008 0.39542229275000007 0.53544804050000006 0.3975479776000001 40.316494640950005 40.206947806850003 39.896141435400004 0.48271009850000007 0.39408999735000005 0.39072183470000005 0.39045238170000002 39.458743938000005 0.34524415440000006 0.50410167360000013 0.4349121284000001 0.41911918805000009 38.400997490450003 0.54429508100000012 0.43639411995000005 0.55677973715000018 0.44805544745000009 0.56065686655000013 40.583589072600013 0.56294721715000018 40.467253020850002 39.184300550350009 0.34518427590000006 41.319407281650008 0.34479506600000004 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 8 -8 9 10 11 25 -13 -14 15 -4 -17 -18 -16 -20 -21 -22 23 -23 -6 -1 27 28 -2 -30
right_child=26 2 14 -5 24 -7 7 -9 -10 -11 -12 12 13 -15 18 16 17 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00048422153355075686 0.0055427377206198041 0.014398068107022514 0.0012506739243323178 -0.10413540924707497 0.033268553389822673 -0.036459130572736656 0.0060143937526121747 0.038193678712802548 0.032094274649861303 -0.051596864035678036 0.030594136129858559 0.025142663615725709 -0.091862811832759961 0.0082134942842272927 0.086535598499326905 0.022074212266635699 -0.11893771249281444 -0.028461733284929375 -0.10807261167134635 -0.060666286688396978 0.10415490340865532 -0.071046883018067386 0.09350828514739927 0.011444404121462123 0.0081328201896840018 0.029359724005893713 0.00087571390029776328 -0.000235411023504233 -0.13074663017378982 -0.01084800373421518
leaf_weight=11.189779032696514 1.1711393672906063 0.22284934906383469 6.5560112952261971 0.3589291646534889 2.3588486610351529 1.8552349004894484 2.4020703865946862 2.098213451623451 0.96533173169882402 0.81110741688644239 1.1543396059423692 1.2273227544501435 1.0576230010774454 1.3172775527928022 0.15173539115858092 0.88150988119105056 0.68290934339165665 0.58665106787520926 0.12390732853236874 0.16627571883748293 0.20888255536556277 0.17755268946348302 0.12038325781759329 2.4922392389058956 2.7540607365026517 0.98652632581070143 47.374958075210976 11.089385890701065 0.75394464651083104 0.78416932001709938
leaf_count=429 38 18 78 80 32 24 24 25 13 37 15 20 19 35 6 68 15 37 7 54 2 10 6 445 39 21 1984 384 62 7
internal_value=3.4556e-05 0.00152214 -0.00517356 -0.0587313 0.00434658 0.00120871 0.00421965 0.0210177 0.000179104 -0.00155719 0.00083978 -0.00133702 -0.0154012 -0.0363538 -0.00260864 -0.00806961 -0.0364759 -0.0771297 0.0112098 0.007735 0.0122683 0.016312 0.00973575 0.00595838 0.0197292 0.00282372 -0.00100885 -0.00747912 -0.0371287 -0.0696193
internal_weight=104.081 42.9076 12.7298 0.581779 30.1777 25.0648 23.2096 4.50028 18.7093 17.744 16.9329 15.7785 3.60222 2.3749 12.1481 8.70708 2.15107 1.26956 3.44098 3.28924 3.16533 2.99906 2.79018 2.66979 5.11291 12.1763 61.1736 13.7986 2.70925 1.53811
internal_count=4034 1559 826 98 733 662 638 49 589 576 539 524 74 54 728 198 120 52 530 524 517 463 461 455 71 450 2475 491 107 69
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 1 2 2 1 1 0 1 0 0 0 2 1 1 0 0 0 1 0 1 0 0 0 2 2
split_gain=0.015338 0.0530236 0.0461762 0.0868706 0.0737652 0.0472474 0.143872 0.0966164 0.0734116 0.201627 0.752361 0.24165 0.220505 0.0598005 0.297784 0.119184 0.0494487 0.0361014 0.314692 0.309623 0.102941 0.106624 0.182871 0.109548 0.102508 0.0616331 0.462191 0.17105 0.406942 0.0842811
threshold=41.218101594450012 41.147265497500008 41.289992964000007 0.48537468940000006 41.319407281650008 41.535369675400013 0.34512439750000007 41.571132012400007 41.741384785950011 0.34530403280000005 0.34608245260000009 0.50465554925000011 0.43401395170000007 0.48637765340000011 0.49787431515000008 0.5098649741000002 41.770271989050009 0.37078231190000005 0.37413550490000008 0.50339810185000011 0.50086823750000009 0.48597347385000006 0.36160593995000007 0.48386275860000011 0.34739977845000009 0.51401155655000019 0.51505942935000004 0.5216909673500002 37.903039192800001 41.035283712600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -2 -4 6 -6 -7 9 -9 -11 -12 -13 -8 -15 -16 -10 19 -19 20 21 23 24 -1 -23 -20 -27 28 -28 -29
right_child=2 -3 4 -5 5 7 13 8 16 10 11 12 -14 14 15 -17 -18 18 25 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0013615499361332665 -0.028943301934596391 0.023271578541918712 0.029852747782651224 0.0053299252541255957 0.012680924526325427 0.032219745823108152 -0.025875394563989337 0.013107576904215794 0.022063942785160863 -0.18191131726950749 0.1000168573282559 -0.10509971645435766 0.061480843078381614 -0.045890657176388412 0.10193580693016493 0.011207764913110955 -0.00012200964048399827 -0.080161956310831714 -0.030139810103471384 0.051895062681392684 -0.029328923447782974 0.023383886073764945 -0.0018850495763583497 -0.028339224170935873 0.074364253049096565 0.10544581796197981 0.029925392014365483 -0.0001912600787162249 -0.063894359277879731 0.02833174921920727
leaf_weight=18.741852695252639 1.6213157665824831 1.0660983431007469 0.78856424383638923 1.3597943555623713 2.1302094194779775 0.92771162377175542 3.2970859189645125 0.86690228924407964 1.0339288916093199 0.3020852766931057 0.20712103239930002 0.19665120079116605 0.13334828049232783 0.66705000400543191 0.26218440756201744 0.32336119172441613 35.430922309688142 0.50329475343460472 0.67598791189897411 1.2528534232405935 1.074439650219573 1.0750690959393971 2.1348654543980956 1.3299808986484993 0.62296023569069792 0.41251273453235882 0.73097840716946194 22.132911809970732 1.2579078031703828 1.0868214364436415
leaf_count=493 18 31 21 31 27 15 32 17 15 5 24 16 33 7 6 36 1899 29 44 20 24 16 40 14 43 4 21 996 33 24
internal_value=2.66136e-05 0.00119081 -0.0012445 -0.01331 -0.000472099 -0.000994463 -0.00876685 0.000333426 -0.000441543 -0.020716 -0.0556559 0.0153522 -0.0377868 -0.0188089 -0.000208549 0.0518322 0.000507054 0.000746931 -0.00183436 0.00338415 0.000951037 0.00231202 0.0175953 -0.000606455 0.0420872 -0.000335261 0.000451102 -0.00126703 -0.0294126 0.00114379
internal_weight=103.647 54.0985 49.5482 2.98111 46.5671 45.7786 6.67989 39.0987 38.171 1.70611 0.839206 0.537121 0.329999 4.54968 1.2526 0.585546 36.4649 53.0324 26.8004 26.232 24.9792 23.9047 3.83289 20.0718 1.69803 26.2971 25.6211 25.2086 1.98889 23.2197
internal_count=4034 1832 2202 49 2153 2132 108 2024 2009 95 78 73 49 81 49 42 1914 1801 1151 650 630 606 99 507 59 1122 1078 1074 54 1020
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 2 0 0 2 1 0 1 0 2 0 1 0 0 2 2 2 1 2 2 2 2 0 1 0 2
split_gain=0.0158193 0.0608331 0.1451 0.0373931 0.0333458 0.0296929 0.188635 0.0272626 0.0203105 0.0345417 0.0188535 0.0169937 0.144126 0.148885 0.605793 0.186963 0.542072 0.179127 0.0909143 0.0835614 0.292485 0.689518 0.428507 0.163838 0.11675 0.103717 0.0543168 0.455302 0.156918 0.196778
threshold=35.171584490050009 0.49880243110000005 0.36533337325000009 0.34398670700000006 0.35738450945000005 35.782584506850007 0.50086823750000009 0.54797760550000019 33.151194885250007 0.31100865245000009 0.51191581090000016 0.34515433670000012 0.48597347385000006 40.206947806850003 0.48351845755000006 0.34494476210000008 0.4778150355000001 0.47943175355000006 41.385032804600009 41.436838994450007 42.488347682450005 0.34479506600000004 41.646178195200001 42.865207177650007 41.898943182100005 40.750688432250008 0.49053920540000012 0.34739977845000009 0.48537468940000006 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 -2 10 9 -1 -3 12 13 17 15 19 18 -7 -17 25 21 22 -21 -22 -24 -15 28 -28 -13 -30
right_child=5 7 -4 4 -6 11 -8 -9 -10 -11 -12 26 -14 14 -16 16 -18 -19 -20 20 23 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.10050396646035693 0.074372916975288111 -0.0074477904737237912 -0.12623261227079435 -0.1020152457148233 0.014179651005857934 -0.0048215852979189323 -0.040853646459341038 -0.022315499711470864 0.080463241286597709 -0.10057420280737495 0.012283862950637608 0.0007148098068374385 0.039056945115068166 -0.0033462453093489383 -0.092071930748759911 -0.023543951303534625 -0.085109417038780957 0.031619671711570915 0.022770851093160668 0.10087412684313719 0.063173676403126447 -0.1411238415480188 0.004930840698282115 -0.00053335196765675957 -0.1103914886864166 0.029478901730562987 -0.070671867581933376 -2.9398196925096484e-05 0.050629402415809481 0.0080980843457078202
leaf_weight=0.015087505802521384 0.31803875215700728 0.87401206859613045 0.13768256106413901 0.044022850612248199 0.056264787175436481 3.3951232827108759 0.25678606756143552 0.51777043109367316 0.068562987056793645 0.019695130758464074 1.0858721788681576 27.744532717149923 0.80446094553917546 1.8810763321525832 0.83724284730851728 0.67201982563858687 1.0303327699512008 2.2380627999082208 1.1476052208454346 0.31162113400478098 0.43779437731586757 0.48824775824323297 0.15669420514677768 5.1810794648988008 0.19962499041986348 1.9713580918073601 0.93132198974489355 44.820394496466015 1.4562157346517768 4.3000404208598866
leaf_count=1 14 16 4 24 21 138 33 196 17 62 30 609 17 33 6 56 21 16 17 9 29 9 18 213 41 42 17 2242 42 41
internal_value=2.89274e-05 -0.0073594 -0.0469386 0.00667448 -0.0368259 0.000236002 0.0228988 -0.00190707 0.0488877 -0.0133534 0.00348452 0.000105737 -0.00244172 -0.00411528 -0.00953482 -0.00440748 -0.0271517 0.00965651 0.00566597 0.00169179 -0.0049947 -0.050799 0.0152263 0.00443038 -0.0596776 0.013451 0.000772791 -0.0014674 0.00383219 0.0188576
internal_weight=103.399 2.81897 0.341316 0.203633 0.100288 100.58 0.574825 2.47765 0.103346 0.0347826 1.95988 100.005 20.7523 19.9479 14.3147 13.4775 2.84996 5.63319 1.81963 10.6275 6.77506 1.15619 0.66794 5.61887 0.356319 3.85243 79.2525 45.7517 33.5008 5.75626
internal_count=4034 371 129 125 45 3663 47 242 80 63 46 3616 665 648 494 488 94 154 73 394 319 77 68 242 59 75 2951 2259 692 83
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 2 2 2 2 0 0 2 2 1 0 0 1 1 0 0 2 2 0 1 0 2 0 0 0
split_gain=0.0136922 0.0827631 0.0446208 0.058698 0.0135872 0.114532 0.230854 0.0638526 0.0818776 0.175517 0.0537747 0.211636 0.103959 0.0956927 0.0708682 0.0610509 0.0472915 0.0942833 0.198168 0.311857 0.0717948 0.0787923 0.0703552 0.137384 0.208231 0.102861 0.0966331 0.082226 0.0524919 0.0509003
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 42.753078181500008 42.779078631750004 42.824128352900011 42.899217095850013 43.018222997350009 43.047778594550003 0.54228915300000013 0.54386096225000014 43.272784938550004 43.120094701700005 0.39670967935000007 0.55769288345000012 0.53544804050000006 0.34623214870000002 0.34527409360000011 0.48797940185000005 0.4815274992000001 43.969738121350005 43.680097826700013 0.50889194935000015 0.39162001140000008 0.49949103320000005 48.86568841230001 0.50339810185000011 0.48271009850000007 0.45994131915000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7 -8 -9 -10 13 -12 -13 -11 -14 -16 17 18 28 20 21 -20 27 25 -25 -24 -26 -19 29 -15
right_child=4 -3 -4 -5 5 6 7 8 9 10 11 12 14 16 15 -17 -18 22 19 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.10117330192694185 -0.00040462309862446776 -0.1045369453323173 -0.10050879522288397 0.055314490169211528 0.038401743040829737 -0.089560813401577982 0.029984446304511643 -0.027520956264146204 0.068332372468022137 -0.042501358873074734 0.075606094520973041 -0.10374305580569576 -0.10212613823727189 0.0039930226323307066 0.074833580503929076 -0.0015217354231354075 -0.017802460171308487 0.01636002663206066 -0.10749978702568973 0.010662413315101971 -0.13660700799883405 0.00093915511848339985 0.0043314428203269596 -0.10966016127332685 -0.1017409902563557 0.082882724184622988 0.098703909555108479 0.066527289777347134 0.021964688800013676 -0.023419329618101611
leaf_weight=0.028418073624577711 86.771659692135202 0.085358330789915726 0.030171254184097052 0.15312873921357095 0.85378969584963016 0.27780711385275836 0.79681740408795931 0.94642552612535169 0.39793692170496697 0.53729380775985092 0.45021280297078081 0.10223668214257486 0.058317054383223876 3.7513957358387398 0.12860044981425744 0.56382396058688755 1.2227346441613907 0.92384062285398749 0.16171609662296738 0.53744848072528839 0.24915006663650274 0.11441164617735922 0.76306640482179211 0.22394658019038616 0.031875045693531945 0.21330195248839345 0.097985931563840722 0.50547420387738384 1.2780164447613058 0.82663511599093897
leaf_count=123 2610 46 10 12 13 13 28 54 13 38 8 28 34 80 22 383 32 34 22 2 5 23 92 34 124 29 52 25 7 38
internal_value=2.73432e-05 -0.0214103 0.0121039 0.030819 8.93032e-05 0.00276559 0.000758678 0.00244463 0.000886735 0.00293293 0.000890397 0.0201371 -0.00914021 -0.00130242 0.00374289 0.0126593 0.000728214 0.00306935 -0.00316396 -0.0428917 -0.0976867 -0.0625689 0.0186979 0.00214618 -0.0512409 0.0214921 0.0495037 0.0341016 0.00404563 -0.000956707
internal_weight=103.083 0.297076 0.211718 0.181547 102.786 16.0143 15.1605 14.8827 14.0858 13.1394 12.7415 1.30319 0.852978 11.4383 0.750741 0.692424 10.901 9.67826 6.91877 1.06273 0.525278 0.276128 2.75949 1.33018 0.353808 0.976368 0.129861 1.42931 5.85605 4.57803
internal_count=4034 191 145 135 3843 1233 1220 1207 1179 1125 1112 475 467 637 439 405 599 567 177 52 50 45 390 331 210 121 176 59 125 118
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 0 1 1 0 2 0 2 2 2 0 1 2 2 2 0 0 0 0 2 2 0 1 1 1
split_gain=0.014231 0.119081 0.128049 0.627817 0.469597 0.179444 0.535073 0.109195 0.257729 0.21828 0.233907 0.108495 0.0784227 0.133873 0.0905089 0.21351 0.0528829 0.133486 0.182158 0.14847 0.119868 0.514173 0.0584847 0.316898 0.191893 0.149536 0.13149 0.115923 0.104761 0.17518
threshold=0.34515433670000012 0.48597347385000006 40.206947806850003 40.137820134150012 0.48351845755000006 0.4815274992000001 0.47976108500000009 0.34479506600000004 0.3447052483500001 0.47754558250000007 41.646178195200001 0.47721625100000004 39.861052345600008 39.525197829750006 39.051326806600009 0.47808448850000007 0.34551360740000009 41.919251152600005 42.753078181500008 42.198888176300009 0.47865333370000007 0.48098859315000003 0.47916230050000003 0.48068920095000006 41.535369675400013 40.316494640950005 0.48098859315000003 0.34566330350000002 0.34566330350000002 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 6 7 8 -4 10 11 -9 13 14 15 -1 17 20 19 -19 -2 -22 25 24 -24 -18 -25 -27 -28 -30
right_child=16 -3 4 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 22 18 -20 -21 21 -23 23 26 -26 27 28 -29 29 -31
leaf_value=-0.0051162132239138038 0.0013628020661595171 0.035648227719732868 -0.00040331319882094162 0.10865536366520641 -0.080855415500409755 0.019959591084930006 -0.080297798518275135 0.017960079793593573 0.08343959261122863 -0.039987567708485265 -0.021662464887468924 0.10576742055571653 -0.026053390989827559 0.042481547052178208 -0.032742216638168918 0.087789026827228889 0.048743694295145044 -0.0012577834502910583 0.0078893767357076112 -0.063252450934586507 0.061440403048545103 -0.0039571821645051006 -0.080373142950712739 0.052144354660696939 -0.011036300033851289 -0.034684325742972769 0.0242010938583158 0.017709086464389481 -0.045210660266592539 -0.00043577871546441162
leaf_weight=2.2448370932799477 4.8058451460928762 0.79424447100609441 6.1503264110388685 0.56681489199399937 0.85373204946518022 2.4724422655999669 0.98167366907000619 0.28059891738939791 0.38987301972520061 1.880340488409274 0.82276716004707851 0.28227657824754715 1.0878293818605014 0.74552411306649435 0.84203342313412566 0.27799821225926269 0.84540751419819971 0.69486808369401731 2.4684854763836483 0.86993129481561482 2.0751697067171335 2.8579410631209612 0.78484222595579811 0.47970415023156121 0.81220520450733602 0.68302399887261334 1.6841834988445032 1.1062789991148347 0.88647999055683513 61.1319897989301
leaf_count=200 42 17 336 3 6 17 12 55 14 24 28 2 11 14 14 7 48 15 71 41 20 37 12 5 35 19 18 178 18 2715
internal_value=2.37317e-05 -0.00232153 -0.00383856 0.00871927 -0.00896795 -0.00433966 -0.00990874 -0.00286226 0.00459471 -0.017795 0.0123207 0.0619946 -0.00217777 0.00414099 -0.00435378 0.00512127 0.000613662 0.0062673 -0.00903097 -0.035723 0.0126029 0.0235531 -0.000524455 -0.00110961 -0.0451107 0.0140848 -1.47302e-05 -0.00229086 -0.000407507 -0.00107578
internal_weight=102.86 20.6733 19.8791 5.76504 14.114 13.2603 10.7879 9.80618 6.5402 3.26598 1.38564 0.562875 5.19822 4.11039 3.36487 2.52284 82.1864 13.7722 4.03328 1.5648 9.73896 4.93311 68.4141 65.7794 1.59705 2.63471 64.1824 1.7893 63.7027 62.0185
internal_count=4034 760 743 249 494 488 471 459 350 109 85 57 246 235 221 207 3274 226 127 56 99 57 3048 2803 47 245 2756 197 2751 2733
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 1 2 0 0 2 0 2 2 0 1 1 1 0 2 0 2 0 2 1 1 0 0 1 1
split_gain=0.0132354 0.0500582 0.0499453 0.471513 0.108958 0.157827 0.103387 0.0795122 0.137533 0.497294 0.192516 0.157823 0.272068 0.222642 0.190419 0.127727 0.205894 0.179659 0.201276 0.51522 0.121661 0.508427 0.229028 0.0969129 0.46712 0.322891 0.194799 0.15869 0.299261 0.110317
threshold=41.218101594450012 41.147265497500008 0.34488488370000009 0.34479506600000004 0.48244064550000004 0.48028502140000007 0.34503457980000002 41.741384785950011 0.52688542260000015 0.53749887730000012 41.571132012400007 0.48797940185000005 41.385032804600009 41.50623664750001 0.48200652675000005 0.3459626957000001 0.34569324270000007 0.34614233110000009 0.48306936920000004 41.827117825850003 0.48271009850000007 42.198888176300009 0.48244064550000004 42.094663496250007 0.34641178410000012 0.34988473400000003 0.48898236580000004 0.53866650695000018 0.42039160505000012 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4 8 11 -10 -11 13 -13 14 -8 16 -9 -17 -19 -20 21 -18 -23 25 -25 -21 -26 -27 -29 -28
right_child=2 -3 6 -5 -6 -7 7 15 9 10 -12 12 -14 -15 -16 17 20 18 19 23 -22 22 -24 24 26 27 29 28 -30 -31
leaf_value=0.00068579684057899727 -0.0010382307671077031 0.022816262937476274 0.020910505086097736 -0.097382188222564517 -0.038346861289913825 0.067265366706938043 -0.012254068253084156 0.0020544137796577049 0.062353595160271107 -0.10861566703999644 0.02595507965618454 -0.092955359243551888 -0.0026348928164120215 -0.039588012772982205 0.024860058747863751 -0.049756321851711457 0.10658822436344069 0.036226161112749192 -0.15011000391363727 -0.016985319082921144 0.015796646776417799 -0.073860618584927637 0.1000663374047305 -0.14087817630285246 -0.092670708911842856 0.070628412204036636 0.014095559991569903 -0.031303637853345577 0.072621285489466725 -0.0074617929647511801
leaf_weight=52.582718292079264 5.246231345475393 1.0423637105750447 2.265763697330839 0.55560608346422657 0.70491963997483242 0.36161156743764866 3.7163470633849993 7.4544518925276879 0.94362054998054989 0.31434432167770865 0.16063191027456014 0.62570647499524035 0.71416123015887933 1.6915231562852566 2.2011804929934442 0.7943676933573468 0.7651798948645594 1.3339897166911239 0.23831779336626624 2.0074657611548927 1.5543150082230566 0.31005882191243472 0.10016952874138951 0.2528175269253542 0.24077509915616602 0.90877746022306416 3.2093863710761061 0.62954504846129544 0.49490837041958002 9.1180299244263079
leaf_count=1801 301 31 26 13 14 6 26 197 8 41 38 21 26 38 38 17 5 127 26 10 9 33 50 3 18 37 23 6 44 1001
internal_value=3.09005e-05 0.00111597 -0.00115867 -0.00906481 -0.00129172 0.0033662 0.000132833 -0.00105061 -0.00858092 0.0203473 -0.0631053 -0.0131667 -0.0448138 -0.00759397 0.00155151 0.00160372 0.0106586 -0.00319213 -0.00118556 -0.00410409 0.0341553 0.0584321 -0.0313911 -0.00204049 -0.00629654 0.0114638 -0.00358934 0.0395525 0.0144371 -0.00184943
internal_weight=102.539 53.6251 48.9142 6.86837 6.31276 5.60784 42.0458 39.7801 10.3675 1.4186 0.474976 8.94892 1.33987 7.60905 5.91753 29.4126 10.1842 19.2284 18.434 17.1 2.72972 1.17541 0.410228 16.8617 12.821 4.0407 12.5682 2.03323 1.12445 12.3274
internal_count=4034 1832 2202 334 321 307 1868 1842 236 87 79 149 47 102 64 1606 294 1312 1295 1168 97 88 83 1142 1045 97 1042 87 50 1024
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 0 2 1 0 2 1 2 0 1 1 2 2 0 2 1 0 0 1 2 2 2 2 2
split_gain=0.0128717 0.308753 0.1888 0.140608 0.080646 0.299876 0.0721145 0.0407887 0.0387393 0.299987 0.138584 0.345052 0.221674 0.217263 0.202265 0.12687 0.122779 0.119149 0.0811493 0.405008 0.109755 0.0876482 0.08052 0.12069 0.0731889 0.113337 0.168896 0.146492 0.0674797 0.139135
threshold=0.35651627195000007 0.48597347385000006 0.49649711085000009 0.47817430615000006 0.34988473400000003 0.49787431515000008 0.36359689830000008 0.46495613905000005 42.141702038450013 0.34656148020000005 0.48119816770000007 42.779078631750004 0.34545372890000009 42.622319549950006 0.47916230050000003 0.34608245260000009 0.34584293880000011 43.182896969600009 42.753078181500008 0.47769527860000011 43.047778594550003 0.34509445825000007 0.47769527860000011 0.47709649410000005 0.34584293880000011 41.919251152600005 42.094663496250007 41.806790701050012 44.169240047700008 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 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 7 8 -6 -4 -2 9 15 12 13 18 -12 22 24 -15 -13 19 21 -20 -10 23 -14 25 27 -27 -1 29 -22
right_child=1 2 6 -5 5 -7 -8 -9 10 -11 11 17 14 16 -16 -17 -18 -19 20 -21 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00011507028199862629 -0.056488012326414608 0.066905550885007714 -0.031840302552991272 -0.11418365780192563 -0.008418281803962294 0.071209425850177796 -0.00048426865199032419 0.061503819672267951 -0.024128498449906808 -0.051512410278688664 0.021550884906405207 -0.02240730530900132 0.048990166029214514 0.036806089389931872 -0.11061307136139527 0.019233061433405817 0.10733357124680368 0.0098138674784714122 0.028060163774973675 -0.11243366490086842 -0.0066077479211930322 0.048952251909441642 0.044536447878750531 -0.1028136256220552 -0.015040979249019771 -0.05368953764658168 0.0074364783669366649 0.038947132405607904 0.0026696744785225371 -0.10489261421003744
leaf_weight=28.297225874511248 0.05093961454735918 0.41308504417030079 0.74614093423588812 0.34822469757244789 1.3008887908363811 0.74311267590383057 43.178795785946221 0.068960159560766954 0.27485488996171781 1.1592533616753815 2.3577799536287771 1.984887941740453 0.083288838100543106 0.43275545537471749 0.35985811287537217 3.1844339254312208 0.57454795436933637 2.7207871926948428 1.5292469549754057 0.35306833194044884 0.64190145143129473 0.4073045565164648 0.17157806060276926 0.14109522197395563 3.6386637557297936 0.94112346968805016 0.86980428484514505 1.0060134174596829 4.0583034776345812 0.18570212079606563
leaf_count=583 105 46 22 17 34 40 2421 23 40 25 20 34 34 2 19 44 53 22 46 18 78 14 24 22 22 38 9 18 118 43
internal_value=3.32183e-05 -0.00123705 -0.00038409 -0.0820246 0.00102448 0.020531 -0.00101691 0.0113748 0.000304439 -0.0014022 0.00440372 0.013708 -0.004747 0.0381591 -0.056349 0.00012902 0.0770337 -0.00377726 0.000487873 -0.0254921 0.00468032 0.0195066 -0.00703274 -0.0464658 -0.0016215 -5.2153e-05 -0.0243302 0.00144822 -0.00263737 -0.0286614
internal_weight=102.224 44.8061 44.338 0.468124 57.4175 2.044 43.9249 0.1199 55.3735 39.0965 16.277 8.07076 8.2062 3.36508 0.75582 37.9373 1.0073 4.70568 7.45038 1.03523 6.41515 0.682159 0.395962 0.224384 34.7528 31.1142 1.81093 29.3032 4.88591 0.827604
internal_count=4034 2634 2489 145 1400 74 2443 128 1326 739 587 131 456 75 99 714 55 56 357 72 285 54 80 56 670 648 47 601 239 121
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 1 0 0 0 2 0 2 1 1 1 1 1 2 0 0 1 0 1 0 2 0 0 0 0 2
split_gain=0.0130643 0.0554042 0.128807 0.0350104 0.0278321 0.117988 0.0457706 0.0246081 0.0400478 0.0234267 0.0724102 0.0244544 0.286028 0.18274 0.272801 0.125512 0.0973853 0.0424671 0.0905473 0.224698 0.201062 0.124979 0.190838 0.0895126 0.0371038 0.0487288 0.0339038 0.095727 0.0514981 0.0324677
threshold=35.171584490050009 0.49880243110000005 0.36533337325000009 0.34398670700000006 33.151194885250007 0.38906020780000011 0.54797760550000019 0.53043322055000008 0.5681267027500001 35.879804895950009 0.50086823750000009 37.038444968100009 0.36491422415000008 0.38976377950000002 0.39736834230000012 0.3975479776000001 0.46280051495000007 38.400997490450003 0.50706565670000014 0.4778150355000001 0.38780276035000005 0.5231430197000001 0.39476362980000007 0.5519595221500001 38.748048509250005 0.53866650695000018 0.5017514446000001 0.49880243110000005 0.49336846205000007 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 -7 -9 10 -2 12 26 -14 -15 -16 -17 18 19 -13 -20 -22 -23 -24 25 -19 27 28 -11 -26
right_child=9 4 -4 -5 6 7 -8 8 -10 11 -12 17 13 14 15 16 -18 24 20 -21 21 22 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.049105627773595943 0.043197239162928364 -0.079356681873294699 -0.12311171866043989 -0.036250268288709829 0.0099234344610639388 0.10096107013157714 -0.024664123778905367 -0.10160272413345693 0.083217570908312111 -0.069521938476594977 -0.0044296001866124075 0.00054222992312254832 0.023618675667495051 -0.11027714611033504 0.10270239852605632 -0.10157537763743754 0.085409879508436329 -0.037992306786173762 -0.05920707539144341 0.06052601333940464 0.055354905687761941 -0.050473538733697768 0.022070436150940696 -0.020518665457990474 0.013822751537248984 -0.0016521042871264575 -0.12024751267048911 -0.11355592215555028 0.10052043879056441 -0.00029834050527745049
leaf_weight=0.095334961870640611 0.50705408081193926 0.18201266651340153 0.12893295078538358 0.096893929716891591 1.7049691514985172 0.054369183257222176 0.49329956370441141 0.02080892974845483 0.026854206461621288 0.030396881758459116 0.86175925335162162 1.7393688584485283 1.4575589643791316 0.29095756935566885 0.12554133660160005 0.083053174438930455 0.041908086345618045 0.59840670483754255 0.52551868837326754 0.97431248635984946 0.4651802634889467 0.61021762450855055 1.9974972173577046 0.65543035936964589 1.65995644845941 0.96244902152707823 0.18318414315581322 0.12595126032829285 0.04301355266943574 85.176359028252861
leaf_count=80 24 11 4 45 29 2 82 16 102 47 38 49 21 20 2 59 36 33 13 30 8 18 37 111 46 29 3 2 4 3033
internal_value=3.09342e-05 -0.00670097 -0.0457841 0.00608156 -0.0016444 -0.0311016 0.00216186 0.0549793 0.00252811 0.000221346 0.013213 3.94152e-05 -0.00996958 0.00519067 -0.0444158 0.0320819 -0.0388664 0.000289372 0.00780581 0.0220786 -0.00129934 0.00686293 -4.98796e-05 0.0115484 -0.000303079 -0.0155843 -0.0891905 -0.0606537 0.0301114 -2.84028e-05
internal_weight=101.919 2.80348 0.321162 0.192229 2.48231 0.284045 2.19827 0.102032 0.0476631 99.1151 1.36881 97.7463 2.38156 1.99902 0.54146 0.250503 0.124961 95.3647 6.96753 2.71368 4.25384 3.72833 3.26315 2.65293 88.3972 1.56086 0.382546 0.199362 0.0734104 86.8363
internal_count=4034 371 129 125 242 131 111 120 118 3663 62 3601 194 138 117 97 95 3407 266 79 187 174 166 148 3141 62 56 53 51 3079
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 0 0 2 2 1 2 2 0 0 0 1 1 1 0 0 0 2 2 1 2 2 0 0 2 1
split_gain=0.0120122 0.0921186 0.0956251 0.0783127 0.0598731 0.0453742 0.113651 0.127687 0.132268 0.380062 0.521053 0.249935 0.163768 0.106273 0.273897 0.0789694 0.0711855 0.0702659 0.0446003 0.0424395 0.0390397 0.15373 0.332549 0.13837 0.0531201 0.0424228 0.575266 0.293155 0.115045 0.234857
threshold=0.34485494450000004 0.34467530910000005 0.4815274992000001 40.664404858950007 0.34488488370000009 0.4778150355000001 0.47769527860000011 42.719328117250008 41.385032804600009 0.34536391125000004 40.984321400500008 40.720231579350006 0.47721625100000004 0.47709649410000005 0.47700667645000011 0.35807311160000005 0.34512439750000007 0.34527409360000011 0.48028502140000007 0.47817430615000006 0.48119816770000007 42.198888176300009 40.984321400500008 0.34542378970000004 42.899217095850013 42.456897412850005 0.4815274992000001 0.4815274992000001 42.488347682450005 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 7 8 9 10 11 -6 13 14 -10 -9 -7 18 -18 -19 21 22 -21 -22 -23 27 -27 -25 -28 -30
right_child=4 3 -4 -5 5 16 -8 15 12 -11 -12 -13 -14 -15 -16 -17 17 19 -20 20 23 24 -24 25 -26 26 28 -29 29 -31
leaf_value=-0.0019632571065829065 0.027354140927781045 -0.0060926411185506122 0.02623014882982537 -0.039294492218763952 -0.10713776751773217 -0.014819739630293699 0.027373285709975017 -0.10220664851046937 -0.041671980828420045 0.023615354593432804 -0.17321015141156432 0.10540790414961608 0.065599225715807952 -0.02797096135506863 0.083149291328213165 0.0078842771159550375 0.024041624672170043 -0.021701698126769035 0.0037280368184784505 -0.0063075048948284737 -0.046218408495517449 -0.034866483746516908 0.038394953768018644 -0.048614592737751462 -0.0010003917634796877 0.10819676972629995 0.040975269068009496 -0.00065469906243003132 -0.050835552425876722 0.0021143293364785935
leaf_weight=9.2798019163524312 0.81984976951571198 1.9994093217978055 1.3822216149419535 1.1019356489268828 0.08864631189524963 3.2838686096511074 2.0903720110654831 0.19448535261471978 0.31442664159385436 0.78475421113966704 0.29950704717793997 0.14718464016914368 0.56584047339856614 0.64193178759887815 0.39872332010418177 0.09798198830796423 1.8979207176744228 0.93421614303951983 2.5106224101036787 3.8420589904999343 0.67263489495962758 1.0115242789615875 2.9357322109863162 1.3077036812901486 0.85434703296050418 0.51431901380419631 0.64982418228464567 50.203099764369334 0.91461624670773645 9.9572316602266735
leaf_count=532 29 21 12 39 64 34 15 86 47 55 6 1 10 8 8 81 19 23 30 39 14 37 37 9 25 3 18 1724 16 992
internal_value=2.64959e-05 -0.00272059 0.00169173 -0.0178896 0.00045647 0.000203329 0.00889085 -0.00204317 0.00366727 -0.0207019 -0.0856666 0.0255143 0.0204142 0.00154628 0.0281158 -0.0653241 -0.000396223 0.000209421 0.0124732 -0.000523201 -0.000251661 0.00605768 0.0130549 -0.00110087 -0.0193598 -0.000623307 0.00472186 -0.00187226 0.000102812 -0.00234019
internal_weight=101.697 13.7634 10.662 3.10134 87.9334 87.1136 5.62385 3.53348 3.24101 1.32009 0.535338 0.235831 1.92092 1.35508 0.71315 0.292467 81.4897 78.2059 4.40854 73.7973 72.8631 8.64366 6.77779 64.2194 1.86587 63.5468 12.036 51.5108 11.5217 10.8718
internal_count=4034 604 544 60 3430 3401 381 366 199 126 71 65 73 63 55 167 3020 2986 49 2937 2914 138 76 2776 62 2762 1029 1733 1026 1008
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 1 0 2 0 0 1 0 2 0 0 2 0 1 2 1 2 2 2 0 1 2 0 0 1 1
split_gain=0.0250817 0.0940251 0.0268738 0.056705 0.0432844 0.0274761 0.100109 0.0395754 0.0509546 0.0443651 0.0226842 0.0235657 0.0333392 0.0225027 0.0355982 0.0207802 0.149696 0.0200039 0.0238185 0.0417871 0.0149345 0.0481279 0.0817112 0.0544611 0.0462834 0.109897 0.264218 0.160689 0.0561435 0.340933
threshold=33.151194885250007 0.38906020780000011 34.883496062400006 0.54562737640000014 35.171584490050009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.38780276035000005 0.50278434775000014 34.19870408380001 0.53043322055000008 0.5681267027500001 35.782584506850007 0.50086823750000009 0.38552737940000009 30.317390213800007 0.38052752915000004 41.218101594450012 41.289992964000007 41.319407281650008 0.4784437592000001 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46989611090000011 0.39542229275000007 0.39971857130000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 10 -4 6 7 8 9 -6 11 12 -2 -3 -15 16 -7 18 19 -1 24 23 -23 -22 25 27 -27 -17 -26 -30
right_child=2 13 4 -5 5 15 -8 -9 -10 -11 -12 -13 -14 14 -16 20 -18 -19 -20 -21 21 22 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.10055358023172067 -0.018802840997602273 0.10086941189297438 -0.017282131411008459 -0.0072517403679761699 0.033058341727434278 0.068049078926076895 -0.10884989289001763 -0.10045965931825225 0.1007071804053372 -0.10081958030440939 0.011098188257005977 0.081192528071366454 0.071017274078689727 -0.10144871803063481 0.080345265871380939 -0.046693102183587992 -0.036642705218097392 -0.10522445640229108 -0.073011795592180156 0.10036805948962371 0.0030869196256514287 0.032536258327052002 -0.00081904770308079307 -0.024574206030896315 0.0043053826514373025 0.01133970015286332 -0.11047340100527009 0.10540547520791875 -0.072155715918693436 8.0700440764670079e-05
leaf_weight=0.017411961686683575 0.079024395396962488 0.049269653856754303 1.4368637369027926 0.51725863762533919 0.074028469767667526 0.29565009317592128 0.10503509726004268 0.027284675743430853 0.06325715035200119 0.037186879171485998 0.18139477970544249 0.16965419240295887 0.086621997790643945 0.018843671765353065 0.02514401336645733 0.13158273100839923 0.25384645354463942 0.081122376024723053 0.082160856186055842 0.025526006706058979 1.1919297053609619 0.74685790423700282 44.143240150305836 1.7669403945435531 31.9117094316228 0.42064226366392177 0.30876848348998465 0.14712534844875336 0.6805287537609982 16.369932515517018
leaf_count=48 21 2 32 69 13 14 33 10 3 119 8 6 22 16 102 42 33 3 39 3 11 21 1973 36 575 51 10 1 68 650
internal_value=2.92941e-05 -0.0288678 0.000114854 0.0161541 -5.07981e-05 0.000200116 -0.0296798 0.0115363 0.0290507 -0.0117062 0.0395854 0.0549967 0.0281671 0.0544551 0.00246742 0.000293305 0.0196855 -0.066548 -0.0414676 0.0188915 0.00018437 -0.00107834 -0.0002641 -0.0134314 0.00139347 -0.0198161 -0.0402253 0.0335972 0.00183017 -0.00280244
internal_weight=101.446 0.299479 101.146 1.03395 100.112 98.6755 0.306792 0.201757 0.174472 0.111215 0.516695 0.335301 0.165646 0.0932573 0.0439877 98.3688 0.549497 0.206221 0.125099 0.042938 97.8193 47.849 44.8901 2.95887 49.9703 1.00812 0.729411 0.278708 48.9622 17.0505
internal_count=4034 213 3821 126 3695 3663 178 145 135 132 57 49 43 120 118 3485 47 93 90 51 3438 2041 1994 47 1397 104 61 43 1293 718
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 0 2 2 1 1 1 2 0 0 2 0 1 0 2 0 0 1 2 2 2 1 1 1 1 0
split_gain=0.0123367 0.0498609 0.0637931 0.142424 0.102167 0.0904127 0.112065 0.12221 0.505072 0.127738 0.131699 0.0619397 0.0613365 0.0597175 0.0579464 0.0549906 0.0505454 0.24042 0.451708 0.140696 0.0907023 0.157579 0.414521 0.125483 0.126404 0.177368 0.165147 0.184232 0.132469 0.115768
threshold=41.218101594450012 41.035283712600005 0.56719858685000013 40.80591513400001 40.583589072600013 0.54136103710000005 37.784765830350004 39.952536079750011 0.43590012275000006 0.42114008565000011 0.44922307715000004 38.903925214650009 0.5296248615500001 0.54429508100000012 33.151194885250007 0.53928026105000015 0.39072183470000005 0.52770875125000016 39.110279783550006 0.53158588065000012 0.5223196910500002 0.38052752915000004 39.051326806600009 40.94178426300001 40.563919884450009 0.37413550490000008 0.34554354660000003 0.34545372890000009 0.37003383130000006 0.50278434775000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 11 15 13 8 -8 -9 -11 14 -3 -7 -4 16 20 18 -18 -19 21 23 -23 24 25 28 27 -26 29 -1
right_child=-2 12 3 -5 -6 6 7 9 -10 10 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0015745897197149573 -0.0011341330856314534 0.0028094846809482319 0.073916595382758438 0.087192336526378533 -0.11000954087561271 0.03099743535017856 -0.10723093139752815 0.010260368053848988 0.011982466037023409 -0.045461389358633267 0.0028441191410604771 0.017394892848252751 0.030989306507393812 -0.0025483619977412007 -0.1029458986148651 0.014429606316126449 -0.14341552221315754 0.033066285165572369 0.028532708324962283 -0.0096530958629235056 0.019021119716335383 0.021989118095047739 -0.061491048906521496 0.033823521196082361 -0.028484294260555199 0.044921964505281853 -0.049012565177056773 0.026076765268894325 -0.034710546941197309 0.032258683912536924
leaf_weight=17.909588522658513 48.14760515471859 2.1673299164108353 0.024080949222763492 0.25730017117075465 0.070958932451503531 0.75014267189544481 0.6617655478621598 1.8506012525176627 0.7676267506867589 1.3320710349362346 0.9793627481558359 1.5839132641300748 1.2000938953315197 1.8138050553889113 0.080289415482774018 3.0449859912041566 0.34444113233911267 0.97070629269364861 0.27456177204982168 3.7465948582394049 2.8392922042985438 1.0749374199658626 1.3317046975716946 1.2221452686790133 1.2846310447172298 1.0054332939907897 1.0827862664591519 1.194145932793617 0.9428099988726889 1.32024152210215
leaf_count=485 2202 49 103 36 21 12 61 20 33 23 25 132 29 70 233 25 49 43 36 50 38 37 25 18 82 24 18 4 31 20
internal_value=2.52374e-05 0.00107592 0.000278985 0.0177011 0.00753754 -0.000456858 -0.0100447 -0.0179826 -0.0432097 -0.00931864 -0.0249942 0.0124781 0.0128523 0.00726624 -0.0621391 0.00151824 0.000442414 -0.00855139 -0.067147 -0.000862482 0.00198029 0.000274738 -0.0242043 0.00254393 0.000998706 0.00393001 -0.0164317 -0.00219961 0.00188692 0.00368123
internal_weight=101.276 53.1283 49.7609 2.01654 1.75924 47.7444 8.15538 5.59143 1.42939 4.16204 2.31143 1.68828 3.36742 2.56395 0.10437 39.589 36.544 5.3363 0.619003 4.7173 31.2077 28.3684 2.40664 25.9618 24.7396 21.1781 3.56156 2.47878 20.1726 19.2298
internal_count=4034 1832 1754 525 489 1229 244 162 94 68 48 468 78 82 336 985 960 178 85 93 782 744 62 682 664 560 104 86 536 505
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 2 1 1 1 2 0 1 0 0 0 0 2 1 0 0 0 0 1 2 2 0 2 2 1 2
split_gain=0.015509 0.0540361 0.32124 0.308806 0.182051 0.308289 0.144052 0.434808 0.21911 0.183355 0.117257 0.186831 0.104112 0.0566368 0.0603784 0.104749 0.0517002 0.0375522 0.0359137 0.0325646 0.0651351 0.0606395 0.127308 0.0506611 0.0275247 0.0434163 0.0298334 0.025854 0.195551 0.0358848
threshold=37.52517992975001 0.50086823750000009 0.36575252235000005 0.50278434775000014 37.038444968100009 36.491284729650012 0.36575252235000005 0.36945001650000003 0.37668033890000002 37.311503175250003 0.49880243110000005 0.36533337325000009 0.49336846205000007 0.52005927965000021 0.5296248615500001 0.53749887730000012 38.400997490450003 0.35374689380000007 0.42018203045000008 0.46989611090000011 0.48098859315000003 0.52770875125000016 0.39670967935000007 38.244973486750006 38.748048509250005 0.53866650695000018 38.969453495950006 39.110279783550006 0.39072183470000005 39.420767558750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 10 -5 -8 -9 13 11 12 17 -10 -15 -16 19 18 -1 -2 -21 -22 -23 -24 25 -18 -26 28 -28 -29
right_child=16 3 -4 6 -6 -7 7 8 9 -11 -12 -13 -14 14 15 -17 24 -19 -20 20 21 22 23 -25 26 -27 27 29 -30 -31
leaf_value=-0.10122366003942736 -0.006748816384969495 -0.11581131710765856 0.090313228533845602 0.043588719454297528 0.066034342361792384 -0.11206176986212586 -0.1399138110508229 0.091492376936136932 -0.03799116041999457 -0.065112725699190618 0.020403704402356386 -0.11696877622708124 0.10033499895650631 0.01862266010849848 -0.10464446016583751 -0.0026783817099131292 -0.034861999256873215 -0.10289319714434747 0.011946272547702702 0.036171173645872599 -0.013943742519284083 0.071639705057031877 -0.011021846628829303 0.023988901726753102 0.013482490708551438 -0.00028648266831293945 0.025957847364895495 0.013507055353082468 -0.044209427648347455 -0.00026469857900093249
leaf_weight=0.033640782211588727 0.90192638307928774 0.26039839364239004 0.39998186854063522 0.56245040893554676 0.28875249749398779 0.2996272658602378 0.2442495897412299 0.23285027930978675 0.37322654766285257 0.49964614163036447 0.94225719664245844 0.19268590956926346 0.087418657261878252 1.4643622495623279 0.10586997624341199 2.0826541606011908 0.58525449725857359 0.051032907842659014 0.16846687737506727 1.0142630413174631 0.95439267141500783 0.34828878194093738 0.8947529257307385 0.76811583877969269 1.6274208348860373 0.95708658289647985 0.71991808776510768 1.9372302788397053 0.88598857585407131 81.124579178097221
leaf_count=105 28 6 10 6 25 20 2 7 19 19 9 3 14 45 17 336 33 25 36 15 39 4 87 16 46 29 18 60 30 2925
internal_value=2.0823e-05 -0.00412329 0.00829157 -0.0093739 -0.00760429 -0.0195828 -0.00439374 -0.00978821 -0.00310913 -0.00797638 -0.000803237 -0.0382764 0.00624714 -0.000885678 0.0029055 -0.007611 0.000391328 -0.0262448 -0.00689084 0.0104078 0.0142959 0.00681422 0.0166649 0.00515039 -0.000165356 -0.0134065 7.13004e-05 -0.00018648 -0.0127539 5.64967e-05
internal_weight=101.009 8.28957 2.46386 5.82571 2.06388 1.77513 5.56531 5.00286 4.75861 4.52576 1.4755 0.533245 0.340559 4.02611 3.65289 2.18852 92.7192 0.253141 0.202108 4.88174 3.97981 2.96555 2.01116 1.66287 87.8375 1.54234 86.2951 84.6677 1.60591 83.0618
internal_count=4034 704 247 457 237 212 451 445 443 436 192 183 180 417 398 353 3330 166 141 189 161 146 107 103 3141 62 3079 3033 48 2985
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 0 0 2 0 2 2 0 2 1 1 2 2 2 0 1 2 1 0 1 0 0 1 1 2
split_gain=0.013612 0.0736971 0.0809731 0.0635486 0.0559034 0.0255711 0.0396482 0.0622364 0.0291019 0.0218121 0.0630903 0.0393708 0.0216538 0.269149 0.0336151 0.0564208 0.219023 0.175397 0.166294 0.179009 0.307813 0.0386213 0.0361908 0.184585 0.0500363 0.0610347 0.128511 0.0673851 0.0670234 0.0480474
threshold=0.5718990449500001 40.890797847750008 40.80591513400001 40.583589072600013 40.00488309970001 0.57294691775000006 0.58415915690000009 0.58650938595000024 42.522337019050006 0.56643513670000012 42.558389508100007 39.420767558750008 0.56341127510000011 38.969453495950006 0.45036076765000005 0.42780156285000009 42.310579034350006 43.384297312450009 41.066313126200008 0.54429508100000012 0.43590012275000006 40.844669808050007 0.42114008565000011 0.55257327625000008 0.41988263825000011 0.5398790455000001 0.54136103710000005 0.41615520495000008 0.40301188585000008 37.784765830350004
decision_type=2 2 2 2 2 2 2 2 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 -3 -7 -8 -9 12 11 -11 14 -14 15 22 18 -18 19 -17 -21 -16 24 -24 25 27 -27 28 -1 -28
right_child=1 5 -4 -5 -6 6 7 8 -10 10 -12 -13 13 -15 21 16 17 -19 -20 20 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.00032498172870263438 -0.10042681124296207 0.015748880304637003 0.092240165031159144 -0.11052777787575499 0.010872070717932586 -0.10206282453211524 0.088191785643180073 -0.10180174995920366 0.047535295841156316 0.0058382297104590131 -0.0056146139253972563 0.037820968554903293 0.024942573604085815 -0.067300718499170437 -0.037369370122036567 0.076006071970962638 -0.10750480238554948 0.051404316029993125 0.069423086076720236 -0.1195683483110338 0.024205752167827648 -0.0006535284541630983 -0.028731885996375557 0.027507783392770137 0.016918387655228538 -0.044344179287774121 0.012529772935382159 0.01703019012555505 -0.030717901039513974 -0.010963045781390304
leaf_weight=79.667396449505361 0.048978812725180232 0.045341464254306629 0.093724983074935153 0.054451675011932821 0.57416937273092117 0.13757128916637384 0.035235413546615746 0.063794786011840188 0.01640493465055215 0.72812431981583292 1.5939775598885715 0.81651638873154297 0.77080907406252552 0.53646902889886405 0.51282863786036503 0.25585706171113531 0.22297376237838751 0.10088492159563955 0.68730383167849141 0.21960725415056004 0.46256755213835277 0.64915224152557016 1.8961822795026813 0.84307038731640194 1.7646047589369107 0.93346637231297691 1.3144080521924482 2.4082680542854851 0.70163370935085723 2.5780779944927872
leaf_count=2289 393 12 11 19 41 92 6 135 268 28 80 37 21 40 22 11 13 80 23 49 14 22 46 23 25 15 31 22 63 103
internal_value=1.76178e-05 -0.011203 0.00512159 -0.00692857 0.00212409 -0.0534074 -0.0658009 -0.0225853 -0.0712547 0.000138046 0.00834215 0.0227447 -0.000128718 -0.0129114 4.67791e-05 0.000255619 0.0170918 -0.0580032 0.032055 0.00467512 -0.0220783 -0.0168577 -0.000100674 -0.0114228 0.000246365 -8.94619e-05 -0.0110213 0.000547868 5.39727e-05 -0.00303003
internal_weight=100.734 1.06967 0.771325 0.6776 0.623148 0.298348 0.253006 0.115435 0.0801997 99.6642 3.13862 1.54464 96.5256 1.30728 95.2183 94.0563 1.94919 0.323859 1.62534 0.938032 0.682175 1.16198 92.1071 2.73925 89.3679 87.6033 4.82595 82.7773 80.369 3.89249
internal_count=4034 977 464 453 434 513 501 409 403 3057 145 65 2912 61 2851 2807 190 93 97 74 63 44 2617 69 2548 2523 149 2374 2352 134
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 0 0 0 2 1 1 1 0 1 0 0 2 0 2 0 1 2 1 2 1 1 2 0 0
split_gain=0.0137531 0.103899 0.0692629 0.126714 0.0341044 0.196286 0.147881 0.0813451 0.163505 0.121952 0.0894081 0.0629494 0.278552 0.141118 0.140158 0.333063 0.193011 0.0992373 0.373814 0.157891 0.195586 0.139965 0.0949178 0.132793 0.0708693 0.0679347 0.18586 0.121595 0.0825787 0.123873
threshold=42.456897412850005 42.402981339000007 42.522337019050006 0.34566330350000002 0.54386096225000014 0.54300769440000007 0.55481871800000016 0.55769288345000012 0.56643513670000012 42.536568606950006 0.44805544745000009 0.38370108680000009 0.37668033890000002 0.53158588065000012 0.35275889945000011 0.49949103320000005 0.47817430615000006 42.779078631750004 0.48119816770000007 42.753078181500008 0.47754558250000007 0.34739977845000009 42.622319549950006 0.34584293880000011 43.631818398850008 0.34614233110000009 0.34554354660000003 43.084235337800003 0.48306936920000004 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 11 -6 -8 -9 -10 -11 12 14 -13 17 16 -16 18 19 20 -4 25 -20 -24 -15 26 28 -28 29 -19
right_child=2 -3 4 -5 6 -7 7 8 9 10 -12 13 -14 24 15 -17 -18 21 22 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00022755390891813937 0.070856223547490979 -0.036443034699584445 0.00097602223578541745 -0.0068588472616789107 -0.10588318718806784 0.067143094277646309 0.078379036516703138 -0.10395769407133154 0.10311127655134544 -0.10309052107855406 -0.00064504904015480989 -0.081358912805379102 0.07746427366771233 -0.030922308527251686 0.015504546026033876 0.0089756740005895209 -0.13676342759993942 0.0038962506927667389 0.023768461012993809 0.014775655927763642 -0.11086301392603866 -0.037241370484439679 0.030067375708257113 0.10662878752511787 0.0062889819101265539 0.026131287836389006 -0.0044468263112291918 -0.090496360794463215 0.024242414282585893 -0.040507026592449841
leaf_weight=78.283129861420207 0.40300216328250371 0.80027969436522894 0.30766093506145542 0.43764089938849793 0.15198069490133947 0.45814354042522509 0.11422041745390776 0.16396680394518615 0.10860911104828108 0.09020976284551796 1.5311121708701874 0.27394762733361888 0.49039300667755092 0.75022696144878898 0.11003932251296145 0.75044967411122343 0.34189514223544393 5.7308055786970087 0.65815416723489739 0.64010350837133956 0.31798694224562496 0.95223291893171413 0.39956587553024292 0.52317104395478964 1.6105091286790409 1.1168121169903322 0.30337613322308321 0.35800767123760124 1.6273190826177595 0.70562797784805287
leaf_count=2461 11 28 23 31 38 7 13 41 2 65 360 245 29 16 82 37 14 284 4 9 22 12 2 53 46 25 18 36 12 8
internal_value=1.48493e-05 -0.000594034 0.00226212 0.0303976 0.00111322 0.00250679 -0.0107745 -0.00357634 -0.00851904 0.000526848 -0.00634508 0.000858735 0.00331223 -0.0134203 0.000862376 -0.0318674 -0.0996884 0.00374737 0.0203565 -0.020142 -0.0558664 -0.000632773 0.0527818 0.073476 -0.00553653 0.0029092 -6.32133e-05 -0.0510255 0.00411668 -0.000971693
internal_weight=100.511 79.0834 21.4272 0.840643 20.5865 18.4264 2.1601 2.00812 1.8939 1.72993 1.62132 17.9683 15.3336 2.63468 14.8432 1.20238 0.451934 13.6408 2.84664 1.26575 0.625648 10.7942 1.58089 0.922737 2.36074 9.84195 8.72514 0.661384 8.06375 6.43643
internal_count=4034 2489 1545 42 1503 984 519 481 468 427 425 977 670 307 641 133 96 508 113 54 45 395 59 55 62 383 358 54 304 292
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 2 0 1 0 2 0 0 0 2 0 0 1 2 0 0 0 1 0 1 1 1 1 0
split_gain=0.0128376 0.143482 0.0588531 0.0619649 0.0502206 0.167334 0.0848335 0.0691702 0.150884 0.0572335 0.0434733 0.0413512 0.0369667 0.0357157 0.0805432 0.155786 0.112993 0.20546 0.0874876 0.124018 0.1266 0.0355324 0.272803 0.278828 0.195765 0.152921 0.175113 0.238413 0.365582 0.125954
threshold=43.018222997350009 43.047778594550003 42.899217095850013 42.824128352900011 0.54228915300000013 0.54386096225000014 43.272784938550004 43.120094701700005 0.48898236580000004 0.39670967935000007 0.55769288345000012 43.308802343500005 0.48386275860000011 0.53544804050000006 0.49949103320000005 43.308802343500005 0.50889194935000015 0.52284362740000012 0.39814676205000005 48.86568841230001 0.52453519355000011 0.48447651265000008 0.48797940185000005 0.34530403280000005 0.48351845755000006 0.34587287805000005 0.34739977845000009 0.35374689380000007 0.36359689830000008 0.49485045360000007
decision_type=2 2 2 2 2 2 2 2 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 21 7 -6 -7 8 -3 -8 -11 -12 -4 14 -9 -16 -17 -18 19 20 -19 24 23 -23 -1 -24 -27 29 -29 -28
right_child=1 4 12 -5 5 6 9 13 -10 10 11 -13 -14 -15 15 16 17 18 -20 -21 -22 22 25 -25 -26 26 27 28 -30 -31
leaf_value=-0.0010877605745982849 0.063954578489767197 0.020554684409125064 -0.0091788159759369613 0.028444064053053438 0.071503895532163284 -0.1029983454600648 -0.10168818184611179 -0.00031500176897704472 -0.08763595339299976 0.069069283799608222 0.0079792819899425944 -0.10046014563517291 -0.050315415846437096 -0.015304232860597853 0.099638014837490824 0.070851655551655165 -0.10903321883629194 0.10131673317639134 0.081838456146458086 0.10183792089807966 -0.10328552985142117 -0.012018236534078307 0.049514695604822731 0.047521296167527843 -0.034766947267790359 -0.028085740951671118 0.0075100812376958847 -0.068550572131848814 -0.00037007852090570429 0.054305374629118601
leaf_weight=35.52008599058469 0.37437072712622921 0.24376135323814097 0.54235685165281111 0.75089867600763582 0.42048308230005094 0.081570654942879628 0.047373331510243588 8.6577404891937189 0.27356728810991626 0.11152164219834049 0.52769274264574051 0.037675970313785001 0.36577973564760669 1.2271697086725897 0.24119479220826068 0.20651846183451994 0.16609641134887099 0.038789629936218262 0.15577820459762393 0.066795577324228361 0.13724110430644032 1.1704745665192597 0.59736557677388091 2.3979461204726249 1.8140315422788251 2.3327936455607405 1.1289107631891959 0.80278855183860187 38.611331442522811 1.1726619128021409
leaf_count=900 14 38 20 28 8 28 34 385 9 22 2 381 36 32 10 33 42 1 84 2 96 24 19 32 28 17 12 39 1626 32
internal_value=1.35983e-05 0.00294319 -0.000423631 -0.000157142 0.0011363 0.0203664 -0.00631712 -0.000929654 -0.0366573 0.00457166 0.0120084 0.000752917 -0.0257478 0.000766446 0.00280586 0.0294942 0.00755704 -0.0155906 0.0233464 -0.0141775 -0.0582 -0.000408188 0.00138519 0.0279918 -0.0027242 -0.000741405 -0.00142296 6.80611e-05 -0.00175878 0.0313525
internal_weight=100.223 13.0153 87.2074 86.2993 12.641 1.22632 0.805834 11.4147 0.517329 0.724264 0.67689 0.565369 0.908137 10.8973 9.67015 1.01241 0.771219 0.564701 0.398605 0.242826 0.176031 85.5484 48.2143 3.56842 37.3341 44.6459 44.0485 41.7157 39.4141 2.30157
internal_count=4034 1221 2813 2757 1207 475 467 732 47 439 405 383 56 685 653 268 258 225 183 99 97 2729 1801 56 928 1745 1726 1709 1665 44
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 2 2 1 1 2 0 2 2 2 2 2 2 0 1 1 2 2 1 0 2 1 0 0 0
split_gain=0.0115107 0.0435176 0.0534145 0.115422 0.0715995 0.125524 0.153065 0.11853 0.0705574 0.200131 0.0978354 0.0476512 0.046691 0.0660984 0.0525525 0.0462823 0.0602244 0.216863 0.145399 0.243505 0.129393 0.109634 0.0714961 0.101623 0.0608933 0.060529 0.0589332 0.0574321 0.350134 0.115373
threshold=41.218101594450012 41.035283712600005 0.56719858685000013 40.80591513400001 0.41853537320000006 38.748048509250005 38.244973486750006 40.844669808050007 0.43401395170000007 0.45036076765000005 40.00488309970001 0.5296248615500001 38.903925214650009 39.458743938000005 33.151194885250007 40.984321400500008 40.316494640950005 40.206947806850003 0.48537468940000006 0.34554354660000003 0.39591628995000006 40.137820134150012 40.467253020850002 0.34515433670000012 0.47997065955000012 40.720231579350006 0.41804137600000008 0.48271009850000007 0.47997065955000012 0.4784437592000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 15 6 -6 8 10 -10 -7 -3 14 -14 -4 16 17 21 19 22 -20 26 -18 24 25 -24 27 28 29 -1
right_child=-2 11 3 -5 5 7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0087546384320843183 -0.0011087931547392616 0.0033643762836903139 0.072423546976165695 0.083415906612376925 -0.0039572460246561653 -0.015088955959877437 0.063781139465011821 0.0049783949998696148 0.034905337103245719 -0.047899228117133937 -0.056538625057396298 0.028476231311496111 0.031013102135734084 -0.0093004619329421379 -0.10272558260288141 -0.020284234636644582 0.037021108787052705 -0.033567202592352179 0.044448641948129426 -0.031605330053792666 0.0073850863226415852 0.029819774629155856 -0.008351380077835922 0.023553002340722134 -0.030868657152563636 0.038620728517664765 -0.028854038235154717 0.0039632184606331429 -0.056725503003411129 0.020147137254055297
leaf_weight=3.2632580480986197 47.597785919583984 2.1721073389858243 0.022518291326991569 0.22770342666262866 1.3340362798212471 1.0164197234553292 0.44481298261962354 1.5612195495050398 0.56111621280433588 0.60831119200702233 1.2949299943866206 1.158756750561224 0.84535743739581881 0.78382044037314813 0.071601895284569395 0.97651074231543944 0.87262529037252345 1.8671128225978453 1.6915059764287437 1.8417997007324798 2.125540756736882 1.3163738860748697 1.0816706349061185 1.7406284883618353 0.79570044577121724 0.36755717810160593 0.67832495478796673 18.125321699585584 1.1649158208869037 2.3948036907240748
leaf_count=277 2202 49 103 36 88 32 10 12 16 35 25 29 45 108 233 12 13 30 40 21 14 15 69 12 5 12 9 441 15 26
internal_value=1.6955e-05 0.00103941 0.000288675 0.0165027 -0.000382604 -0.00985772 0.0129812 -0.0179154 -0.0281839 -0.00816783 -0.0383111 0.0121004 0.00766134 0.0116177 -0.0608211 0.00122093 0.00175492 -0.000609447 0.00823179 -0.00064305 0.0238096 0.00167448 0.0110952 0.00541874 -0.00864184 0.00356182 0.000228729 0.00101947 -0.00680064 0.00347819
internal_weight=100.004 52.4064 49.0755 1.951 47.1245 6.82085 1.77885 5.042 3.48078 1.16943 2.31135 3.33086 1.7233 1.62918 0.0941202 40.3037 39.3271 28.8101 10.517 6.69998 3.81705 26.943 4.85818 3.98556 2.24493 1.44923 25.6266 24.9483 6.82298 5.65806
internal_count=4034 1832 1754 525 1229 218 98 120 108 51 57 78 489 153 336 1011 999 813 186 132 54 783 111 98 86 81 768 759 318 303
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=2 0 0 1 2 1 1 1 1 2 2 2 0 1 2 0 0 0 0 0 0 0 2 2 2 0 1 0 0 1
split_gain=0.0119181 0.0464778 0.279064 0.278629 0.163485 0.166511 0.128363 0.381167 0.190324 0.156144 0.0701216 0.177573 0.047588 0.0463672 0.0444965 0.0313024 0.0571622 0.0489827 0.0713574 0.0306191 0.159751 0.0389943 0.0363176 0.029784 0.0288666 0.0319783 0.0287167 0.0249022 0.381343 0.210628
threshold=37.52517992975001 0.50086823750000009 0.50278434775000014 0.36575252235000005 37.137227079750012 0.36533337325000009 0.36575252235000005 0.36945001650000003 0.37668033890000002 37.311503175250003 36.491284729650012 35.509685375550013 0.52005927965000021 0.38780276035000005 38.400997490450003 0.54300769440000007 0.52770875125000016 0.48098859315000003 0.46989611090000011 0.52889135055000014 0.53749887730000012 0.54228915300000013 36.79544512155001 36.620308449100001 38.748048509250005 0.53866650695000018 0.41714319930000004 0.5223196910500002 0.52432561900000019 0.35651627195000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -4 -8 -9 12 11 -1 -10 -14 15 16 17 18 -2 -15 -21 -22 23 -23 25 -16 -17 29 -29 -26
right_child=14 2 6 -5 -6 -7 7 8 9 -11 -12 -13 13 19 24 26 -18 -19 -20 20 21 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0076539738872252044 -0.0050643638130153795 -0.11417859544820846 0.04224213815186887 0.087794257982203083 0.086446880898434206 -0.058488017472291459 -0.13483121432771264 0.088926245562768513 -0.034915718161953935 -0.060820105868016429 -0.045146869061298028 0.089319603504463052 0.023493904818169781 0.010128429103967242 -0.032578756048548839 0.025186654734413862 0.032437560064730801 -0.012610563630395005 0.033798668044348022 -0.10515658528853372 0.01105356951343258 -0.020687820869445872 -0.10551447249396123 0.063214370721112065 0.00095927662591882015 -0.002516201960850084 -0.017923263451999686 0.045884003968519653 -0.00078375364807449087 -0.018557725407167207
leaf_weight=0.73721446221158105 0.90729750798190856 0.23958225180831494 0.54273533821105946 0.37024997333355703 0.17212106191436749 0.60262046754360188 0.22951700538396824 0.21558490529423568 0.37016987129072765 0.4854575191202456 0.22066738029647581 0.25385165690931899 0.8291562004014853 1.0440382200358729 0.56984371602447825 0.20260754227638234 1.1305304958368649 0.95449462890883285 0.98580105928704143 0.164995669187192 0.95105529983993597 0.5450772814182443 0.046993124611901749 0.045869857279967619 53.878767323041565 0.93345715051104605 0.65101575169617831 1.891845048830876 23.516632435515191 6.1619434672093609
leaf_count=140 28 6 6 10 20 9 2 7 19 19 22 46 13 32 33 2 21 39 15 19 19 261 30 24 1174 29 84 51 1487 367
internal_value=2.02544e-05 -0.00366491 -0.00854127 0.00815027 -0.00669421 -0.0155302 -0.00391497 -0.00899848 -0.00285154 -0.00726527 0.00583368 0.0171848 -0.000761321 0.00272428 0.000344145 0.00968459 0.0134131 0.00586009 0.0151729 -0.0034305 -0.0115013 -0.00177642 -0.0209037 -0.0141753 -0.000174882 -0.0139118 -0.00769112 6.67902e-05 0.002691 -0.00104374
internal_weight=99.8512 8.06696 5.71023 2.35673 1.98648 1.81435 5.47065 4.92791 4.6984 4.48281 1.21173 0.991066 3.99736 3.62719 91.7842 4.83175 3.97812 2.84759 1.8931 2.79803 1.75399 1.589 0.63794 0.590947 86.9525 1.5033 0.853623 85.4492 25.4085 60.0407
internal_count=4034 704 457 247 237 217 451 445 443 436 208 186 417 398 3330 189 103 82 43 385 353 334 315 285 3141 62 86 3079 1538 1541
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 0 1 2 2 0 0 1 2 0 0 0 1 1 2 0 2 1 2 1 1 2 1 1
split_gain=0.011993 0.139755 0.0677448 0.229956 0.16389 0.135822 0.06892 0.0474176 0.0371961 0.048379 0.0338534 0.0293288 0.023862 0.0340944 0.0165445 0.106621 0.19462 0.0756482 0.0610222 0.264382 0.210637 0.100009 0.31291 0.087713 0.0831335 0.076485 0.23914 0.0569272 0.152659 0.38674
threshold=0.44805544745000009 0.55481871800000016 0.56341127510000011 0.5654770815500002 0.43837010870000009 0.57537199485000012 41.674196414850009 0.57537199485000012 0.45036076765000005 39.458743938000005 42.402981339000007 0.5681267027500001 0.58415915690000009 0.4591329601000001 42.660927378600007 0.54300769440000007 0.54386096225000014 0.55609113500000007 0.38370108680000009 0.37473428940000003 43.426640904350009 0.49336846205000007 43.120094701700005 0.39162001140000008 47.709122305950011 0.34575312120000007 0.3459626957000001 42.283941020600004 0.35374689380000007 0.34739977845000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 -4 6 -6 -5 8 -3 11 -9 -10 -12 -14 27 18 -17 -18 19 21 -20 25 -23 -22 -25 -16 -27 -1 29 -29
right_child=1 7 3 4 5 -7 -8 10 9 -11 12 -13 13 -15 15 16 17 -19 20 -21 23 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00023266925048297433 -0.1095391450974141 0.022632772132474287 -0.11144077825016917 0.06083443230877205 -0.10891708865118355 0.023854050457259281 -0.0036990478160584157 -0.10076233895804065 0.0045357668691181031 -0.0069087798188664151 -0.1011730101308974 0.02970621290100758 -0.10252000252004592 0.061094069022923796 -8.4968254850512181e-06 0.10285792097731472 -0.10159737998785233 0.034587274887997739 -0.10471043662212508 0.07563296621429845 -0.069283064423438165 -0.082426854577105205 0.024908840763845863 -0.0040061354888816089 0.066107261120996755 0.083226180110028691 0.0040975945976485821 -0.021133530496709008 -0.026023488578957324 0.054812523062338171
leaf_weight=70.652239528094668 0.10546182662909842 1.3478621114045379 0.23971128718767321 0.30880879957021534 0.20859646620044714 0.12217607203919556 0.35658706281446939 0.067769767045572027 1.1107226100357364 2.1301159991296572 0.020744261278167642 0.7937447178428555 0.016851109410254139 0.052157141221528036 9.7637952885377199 0.27549622394144613 0.08333090316682501 0.079897016640643415 0.22998233667749568 0.49656539391617194 0.17976815926522238 0.53321158303879268 0.55357192498922814 1.4154609680688528 0.19205786301185401 0.47786307356022861 1.9025106264413691 1.8599291734685715 2.9562072969347355 1.048509996384382
leaf_count=1643 16 10 22 42 38 52 35 549 31 115 42 16 13 256 359 4 36 26 36 34 16 15 30 183 62 72 125 84 66 6
internal_value=2.01657e-05 0.0044967 -0.000248867 -0.023507 -0.00234714 -0.059876 0.0262508 0.00666755 0.00825024 0.00344537 -0.0474122 0.0150263 -0.00712897 0.0211412 6.12089e-05 0.00296609 0.0515909 -0.0349375 0.00161117 0.00399767 -0.014629 0.00130915 -0.0277536 -0.00303756 0.00437064 0.00390998 0.0199828 -0.00055318 -0.0100204 0.00624548
internal_weight=99.5817 5.64543 93.9363 1.23588 0.996168 0.330773 0.665396 5.53997 5.38245 4.03458 0.157522 1.90447 0.0897525 0.0690083 92.7004 16.1835 0.438724 0.163228 15.7448 13.7275 2.01727 13.231 1.08678 1.78729 1.60752 12.1442 2.38037 76.5169 5.86465 2.90844
internal_count=4034 1048 2986 189 167 90 77 1032 172 162 860 47 311 269 2797 998 66 62 932 635 297 601 45 261 245 556 197 1799 156 90
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 2 1 0 2 0 0 0 1 1 2 1 1 0 0 1 0 2 1 1 0 2 2 1 2
split_gain=0.011636 0.0340458 0.0562052 0.0203776 0.122865 0.0667088 0.0307077 0.0326918 0.0831058 0.0517356 0.186997 0.132704 0.112799 0.146377 0.149345 0.0582943 0.024774 0.0738776 0.0599536 0.0568443 0.0496253 0.0512727 0.257356 0.122987 0.0769873 0.0784014 0.0709246 0.269189 0.0703737 0.0901622
threshold=49.283271594150008 0.39718870690000002 0.55677973715000018 43.752965619700007 43.832725745850006 49.122847560300009 43.525909308350002 0.34311846950000008 0.47565941140000007 37.999598532650005 0.46989611090000011 0.46989611090000011 0.46898296455000005 0.32388251845000005 0.32058920395000007 35.171584490050009 0.34467530910000005 0.34485494450000004 0.47943175355000006 0.47736594710000008 0.34488488370000009 0.47961138885000004 39.577821550850011 0.34518427590000006 0.34566330350000002 0.4778150355000001 40.340071172300007 41.646178195200001 0.34584293880000011 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 7 8 9 11 12 15 13 14 -11 -1 19 18 -18 -9 -19 22 -22 -23 25 -24 -27 -28 -26 -30
right_child=1 2 -4 4 5 -7 -8 16 -10 10 -12 -13 -14 -15 -16 -17 17 20 -20 -21 21 23 24 -25 28 26 27 -29 29 -31
leaf_value=0.048734689686088434 -0.0029645518375474747 -0.083270785726108923 0.073901117659729801 0.060643622344544637 1.6900271976648614e-05 0.06659083726716146 -0.017367845010555924 -0.007312910570438729 -0.10706563468410941 -0.10234127301393035 -0.11072306407158293 0.10452265135838777 0.10255355883843108 -0.10351996550410608 0.05232024898330169 -0.04837448067022123 -0.033878937183866441 0.025033987127042714 -0.0049277526387646702 0.014682670908139446 0.07416961672429688 -0.01882378604396193 0.00941805740355184 5.5837598942303415e-05 0.004026682292277272 0.0075422262430966383 -0.046357991671753654 0.00885149588554353 0.08221553576655044 -0.008357786796439913
leaf_weight=0.090017123680935951 0.86462595313787349 0.12365117233588307 0.027882989794392188 0.38303510919126438 5.1026975774577217 0.15508774254794833 1.0334557808387774 1.8145814859206257 0.092683394828782073 0.080329843969067838 0.18841019148021587 0.12782500687171705 0.096506763911747839 0.13711916999636742 0.28026235988363624 0.19732187267527479 1.1182534196966423 0.80698347860015829 1.9849919863045213 3.3331696253444534 0.53127320987333249 3.6423001450020811 5.0040106394330888 65.502917233178806 0.57175910487262516 1.9320972450077532 1.6195913907140496 1.942194596151239 0.36354922901750797 0.15753059443827055
leaf_count=77 4 90 161 15 659 20 58 33 5 119 6 4 12 38 18 49 33 29 24 30 57 36 165 2123 19 9 14 32 61 34
internal_value=1.86061e-05 -0.0106274 -0.0543504 0.000128669 0.00596408 0.00198062 -0.000226612 -3.32532e-05 -0.0158372 -0.00877803 -0.0239149 0.0197566 0.00360958 -0.0155758 0.017866 -0.0179523 0.000192537 -0.000214599 -0.0153603 0.00692923 0.000358063 0.000113031 0.00611203 -0.000938667 0.00299254 0.000362996 -0.00788465 -0.016253 0.0282522 0.0548338
internal_weight=99.3061 1.01616 0.151534 98.29 5.64082 5.25779 92.6491 91.6157 1.29048 1.19779 0.782628 0.415164 0.594218 0.497711 0.360592 0.287339 90.3252 85.1775 3.10325 5.14775 82.0742 81.2672 12.122 69.1452 11.5907 10.4979 5.49388 3.56179 1.09284 0.52108
internal_count=4034 255 251 3779 694 679 3085 3027 328 323 193 130 187 175 137 126 2699 2636 57 63 2579 2550 391 2159 334 220 55 46 114 95
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 2 1 0 0 0 0 0 1 1 2 1 2 0 0 2 0 0 1 0 1 0 2 2 2
split_gain=0.0115259 0.0555345 0.112108 0.0952651 0.0762973 0.106116 0.0605876 0.304728 0.279148 0.228701 0.23272 0.245724 0.121727 0.0712936 0.0692579 0.0679931 0.0442983 0.043983 0.0418735 0.0295976 0.0244766 0.0642237 0.190641 0.167397 0.120993 0.174594 0.0616926 0.0234393 0.0254652 0.0357835
threshold=37.038444968100009 0.49880243110000005 0.36533337325000009 0.49336846205000007 0.36491422415000008 0.36533337325000009 36.242939472700009 0.36575252235000005 0.50086823750000009 0.50706565670000014 0.52863686715000002 0.5296248615500001 0.50465554925000011 0.39670967935000007 0.4349121284000001 34.466665687600006 0.31100865245000009 34.41230404325001 0.54562737640000014 0.5681267027500001 38.400997490450003 0.50706565670000014 0.4778150355000001 0.38780276035000005 0.5231430197000001 0.39476362980000007 0.5519595221500001 38.748048509250005 38.969453495950006 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -3 -6 8 -8 -7 -9 -11 -12 -10 18 -13 17 -1 19 -14 -15 21 22 -2 -23 -25 -26 -27 -22 -29 -30
right_child=20 4 -4 -5 5 6 7 9 12 10 11 14 13 15 -16 -17 -18 -19 -20 -21 27 23 -24 24 25 26 -28 28 29 -31
leaf_value=0.1003209581109622 -0.0014080461708021073 -0.028408659916669583 -0.088976151507772341 0.10028123272298875 0.046178723081122301 0.10330798375489186 -0.11740838844911135 0.10338682587423627 -0.071428892876461453 -0.090891384198704239 0.10369776326488372 -0.10377450360895146 0.019312101034065068 -0.10113498579748488 0.036090439103560787 -0.10289343102744582 -0.041500828756529363 0.099460392030491965 -0.0081287633607829406 0.042741878625426243 -0.012558721692433114 -0.058148598069265756 0.055756349231901793 0.055334259795502973 -0.051077895403351538 0.018990132700896212 -0.016587974648039922 0.012605706110898274 -0.015230691736456199 0.0001100619938813841
leaf_weight=0.024470627172372139 1.6733831485668162 0.86765194684267033 0.2239046840404626 0.076883290428668261 0.52629565447568882 0.26750502921640906 0.2549718990921972 0.19163429737091064 0.24200353091873728 0.27411659858989879 0.20527764409780502 0.11361082695975711 1.3460688964405569 0.034690574924752471 0.051431140184426738 0.11863028495250916 0.22030649459433649 0.035154550983861554 0.94753172993659962 0.024322848419338072 1.4970043068180832 0.46490842523053277 0.89565403736196447 0.43087869066494056 0.57320918955883859 1.9186844766936704 0.65333965646447811 1.5886865798282759 1.5492886461515798 81.851640972700466
leaf_count=4 49 10 8 14 6 5 4 2 6 16 2 26 43 26 42 90 177 4 4 138 62 13 30 8 18 37 111 46 48 2985
internal_value=1.8987e-05 -0.00421182 -0.0346434 0.00317716 -0.00119369 0.00390276 -0.0015148 -0.0217087 0.0057906 0.00747631 -0.0210443 0.0306576 -0.00370088 0.00283855 -0.0601891 -0.0525315 -0.0273228 0.010913 0.00797574 -0.041835 0.00029377 0.00615894 0.0185214 -0.00170037 0.00563811 -0.00116997 0.00995266 -0.000154497 6.39906e-05 -0.000174914
internal_weight=99.1431 6.04646 0.545565 0.32166 5.5009 4.63325 4.10695 1.09104 3.01591 0.836071 0.644436 0.37032 2.7484 2.5064 0.165042 0.212798 0.244777 0.094168 2.2936 0.0590134 93.0967 6.61006 2.56904 4.04102 3.57611 3.14523 2.57202 86.4866 84.9896 83.4009
internal_count=4034 627 203 195 424 414 408 92 316 88 86 70 311 305 68 258 181 168 47 164 3407 266 79 187 174 166 148 3141 3079 3033
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 0 0 1 2 1 0 2 0 1 0 1 0 0 0 1 1 1 1 2 2 2 1 2 2 2
split_gain=0.0115383 0.125161 0.0588632 0.0816948 0.105239 0.114223 0.0418806 0.0386467 0.185579 0.11845 0.152024 0.197972 0.404923 0.0726883 0.0989902 0.0473567 0.0584746 0.11578 0.0777828 0.0593631 0.0985975 0.26986 0.140767 0.140217 0.209885 0.077461 0.0757645 0.245785 0.376217 0.101507
threshold=0.44805544745000009 0.55481871800000016 0.43691805635000008 40.00488309970001 40.94178426300001 0.56719858685000013 0.57537199485000012 0.42780156285000009 42.310579034350006 0.43590012275000006 0.54386096225000014 41.066313126200008 0.56719858685000013 0.42114008565000011 0.54797760550000019 0.41988263825000011 0.5398790455000001 0.54136103710000005 0.53833717555000005 0.40099098830000007 0.39971857130000005 0.39670967935000007 0.39476362980000007 36.79544512155001 43.631818398850008 40.664404858950007 0.39091643965000006 40.413896136950008 41.385032804600009 43.525909308350002
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 -6 -3 13 9 10 -9 12 -12 15 -15 16 18 -18 19 20 21 22 26 -23 -25 -21 -1 -28 -29 -30
right_child=1 6 3 4 5 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 25 -22 23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00013139093395885492 -0.10858895157113008 0.007841697076680065 -0.10394145304485886 0.047260036507309477 0.0048142197979272848 -0.086527192477364581 -0.046459527267442194 0.077521037188014744 -0.07624496147440929 0.07812159075964592 -0.11460257483247061 0.045211902088431254 0.089279579887575816 -0.032944250974499052 0.0053984931190311719 0.016549190081961582 -0.042992334701438033 -0.0033084895500627531 0.011377058098444637 -0.047704036363150362 0.028114901361391137 0.029674953181621395 0.043338359608239729 -0.10451618832019829 0.01704015406958689 0.0029131765677826811 -0.10406569065966309 0.085823304124626631 -0.10420584230029369 0.018037846768664711
leaf_weight=70.415768220131213 0.09630881899874566 5.3605501117219774 0.11676400887313221 0.2042305450886488 0.30079241200473916 0.25126709926172452 0.14590015202140083 0.2635423916358437 0.19541135882683836 0.35111084615346033 0.32324568344074578 0.36672057071700692 0.13943068368826061 1.5522745760863466 1.1891355020816261 1.7414571074623371 0.90843054139986534 3.8555111286461852 6.1070697293616822 0.60319886205036144 1.226881948270601 0.16144410731658254 0.74891648367247299 0.55063042471891777 0.19142766641380149 0.60614333922754327 0.29476395658093579 0.30762568092904985 0.23081280896440148 0.0962548010880937
leaf_count=1917 16 172 49 15 25 61 860 14 76 12 63 13 12 34 38 28 15 157 40 34 12 12 70 87 30 56 33 14 53 16
internal_value=1.86245e-05 0.00442626 -0.000246058 -0.0260901 -0.0140705 -0.0367594 0.00640292 -1.93912e-06 0.0152147 0.0275912 0.0113581 -0.00966526 -0.0531613 -0.000276724 -0.0163124 0.000222562 -0.000106876 -0.0108758 0.000522285 -0.00035651 1.56693e-06 -0.000470938 0.000209721 -0.0547835 -0.0731585 -0.0223338 -0.000243004 -0.0286072 0.00643719 -0.06823
internal_weight=98.903 5.60276 93.3003 0.873054 0.75629 0.55206 5.50645 92.4272 1.63946 1.44405 1.09294 0.829397 0.462676 90.7877 2.74141 88.0463 86.3049 4.76394 81.5409 75.4339 74.2245 72.9976 72.0941 0.903502 0.742058 1.20934 71.3452 0.929457 0.634693 0.327068
internal_count=4034 1048 2986 150 101 86 1032 2836 190 114 102 88 75 2646 72 2574 2546 172 2374 2334 2244 2232 2103 129 117 90 2033 116 83 69
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 1 1 1 1 0 1 2 0 2 0 1 1 1 2 1 0 0 1 1 1 2 1 2 0
split_gain=0.0129598 0.0495633 0.0454298 0.146854 0.990237 0.390686 0.530607 0.785428 0.226978 0.31532 0.189169 0.135915 0.132324 0.0914401 0.13202 0.0592576 0.235647 0.149113 0.0421723 0.0818666 0.0691898 0.029444 0.194725 0.0780943 0.0772683 0.227146 0.0884442 0.12466 0.1911 0.0779755
threshold=41.218101594450012 41.147265497500008 42.006870117350005 0.34656148020000005 0.34739977845000009 0.49336846205000007 0.36491422415000008 0.37003383130000006 0.4019490434500001 0.42039160505000012 0.56188437470000008 0.34608245260000009 42.047301293400004 0.53544804050000006 41.481306584950012 0.47943175355000006 0.34569324270000007 0.34488488370000009 0.3453339720000001 41.741384785950011 0.34512439750000007 0.47997065955000012 0.48028502140000007 0.34488488370000009 0.34398670700000006 0.34509445825000007 48.457543166250012 0.34219035360000005 44.952171034750002 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 -6 -7 -8 13 -10 -11 15 -4 14 -9 18 17 -17 19 20 -2 24 -23 -24 26 -26 27 28 -14 -27
right_child=2 -3 12 4 5 6 7 8 9 10 -12 -13 21 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 25 29 -28 -29 -30 -31
leaf_value=0.00067591205300523863 0.0036197170565730147 0.023271150767617186 0.061901675450397625 -0.20315565400465216 -0.1302525701590628 0.10282680499037658 -0.17954318801455507 0.056455658349895493 -0.11151224357210049 0.041843147536507738 -0.10250476011704653 0.021790479843827176 -0.1015863902256941 0.054139795617318742 -0.038648760118384494 -0.005493535660975369 0.0032540813469955523 -0.054293833708212516 0.013839476104981572 0.020581477088126576 -0.024665907579839257 0.070715108902870374 -0.032862354114478236 0.0021571702967707663 -0.10625382955353982 0.015441428482432379 -0.0029073885464684299 0.10352482345789134 0.059736625554391846 -0.025684253213775144
leaf_weight=50.352303031513259 1.6920620452165187 0.98987626366579107 0.35677584775800397 0.28212653100490515 0.23990462215442709 0.44642388448119197 0.26141412369906936 0.25142580352257959 0.33693239872081893 0.43162625715740432 0.11497112306506097 2.2701776362955561 0.11359267253544914 0.71862345933914185 0.34797351172892377 1.0416985340416434 4.3026872202754021 1.5695605706423519 2.0942788543179631 1.0907538441469169 1.7687990763397463 0.40913252736209216 0.65753661934286611 20.185855908358462 0.27144389387831358 0.79396339758454804 3.661911144037731 0.19831226021051407 0.20767578152663191 1.0994575237127717
leaf_count=1801 38 31 15 2 14 8 10 22 15 21 100 39 131 2 35 18 25 35 14 39 14 6 6 1196 46 189 50 2 47 63
internal_value=1.18758e-05 0.00111155 -0.00118387 -0.00492077 -0.0236751 -0.00759654 0.00251751 -0.015664 0.00379515 -0.0354222 0.0114811 -0.000855445 0.00139085 0.0300843 0.00124402 -0.00464681 -0.0111281 -0.0348261 0.00209585 -0.0033076 -0.0108367 0.00060862 0.0023935 0.00105243 -0.00536855 -0.0207037 0.00257086 0.0411806 0.00269675 -0.00843913
internal_weight=98.5593 51.3422 47.2171 19.2614 3.43142 3.1493 2.90939 2.46297 2.20155 0.88353 0.546597 15.83 27.9557 1.31802 0.599399 13.5598 6.91395 2.61126 6.64589 4.55161 3.46086 27.5989 21.2525 20.8434 6.34636 2.16486 4.18149 0.519581 0.321268 1.89342
internal_count=4034 1832 2202 451 229 227 213 205 195 136 121 222 1751 59 57 183 78 53 105 91 52 1736 1208 1202 528 298 230 180 178 252
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=0 2 2 2 1 1 0 2 2 0 2 2 1 0 0 0 0 0 2 1 0 0 1 0 1 1 1 1 1 1
split_gain=0.0105429 0.0315405 0.0467179 0.129839 0.134079 0.190282 0.0862026 0.055317 0.0299443 0.0263364 0.1381 0.191696 0.143786 0.0422835 0.0375419 0.0330932 0.125962 0.0980191 0.0739517 0.112301 0.0571983 0.0902943 0.0930388 0.0904819 0.0482532 0.0724802 0.486171 0.0916311 0.0790848 0.155729
threshold=0.47700667645000011 37.903039192800001 39.952536079750011 42.488347682450005 0.34548366815000003 0.32388251845000005 0.43780126340000008 42.719328117250008 35.171584490050009 0.47754558250000007 41.385032804600009 41.741384785950011 0.34521421515000011 0.47769527860000011 0.4778150355000001 0.47883296910000012 0.47916230050000003 0.47943175355000006 40.636252116050009 0.3453339720000001 0.47976108500000009 0.48068920095000006 0.34467530910000005 0.48098859315000003 0.34494476210000008 0.3453339720000001 0.34542378970000004 0.34518427590000006 0.34566330350000002 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 6 -4 -5 -1 10 -2 -12 -13 -11 -15 18 -17 -18 -16 -20 -19 -22 -23 -24 -25 27 -27 -26 -28 -30
right_child=9 2 3 7 -6 -7 -8 -9 -10 13 11 12 -14 14 15 16 17 20 19 -21 21 22 23 24 25 26 28 -29 29 -31
leaf_value=0.028098721157680518 -0.023548396616183621 0.012829418762061269 -0.052569579378808143 0.045712348077590857 -0.0021405224015304159 -0.10748407660728153 0.10059919404079359 -0.0011139474769424342 -0.03050405199947805 -0.023463973548134145 0.07254024746674835 -0.025139128600301899 0.041715911296248652 0.01308094614083298 0.0033046442870262888 0.030618386734559078 -0.036913675927079982 0.01471875221280345 -0.046326569956463143 -0.001680289692215524 -0.016138615876936435 0.026163026847007404 0.022446008061054009 -0.014214709887250522 -0.0015415459395800822 -0.11682732564432963 0.014902110026180991 0.031731167924025208 -0.04463558556350633 -0.00043827399256873151
leaf_weight=0.10039889546128034 0.84932596981525366 1.7472095668890117 0.07205457783184932 0.26852296885977001 0.55954589142470468 0.40032958105643957 0.074977342039346695 4.1699669272564677 0.66285159558242412 0.76011073798872431 0.58559557050466526 0.74510646174894624 0.56612149387365207 2.2134105605073264 2.6554758562706402 1.3542741485871364 0.71826305682770808 2.6211532329325555 1.0019401835015744 1.287188851565588 3.4383067575108717 1.3802519366145123 1.7427321907598514 2.5178621746599665 1.739252615720033 0.35951351560652156 3.2830470767803481 1.5792151186615226 0.80833395291119714 57.988918216968983
leaf_count=112 15 50 63 20 32 120 5 347 93 16 6 15 34 17 27 15 27 32 23 35 47 12 16 26 16 9 47 24 18 2715
internal_value=1.21217e-05 -0.00345403 -0.00142975 -0.00592244 -0.0365631 -0.071752 0.0255372 0.00171898 -0.0227954 0.000321703 0.00996447 0.0249703 0.00372547 1.88937e-05 0.000224797 -0.000112056 0.000381459 -0.000142342 -0.00804997 -0.0212217 0.000198634 -0.000309928 0.000452321 -5.45034e-05 -0.000628824 -0.000108625 -0.000873996 0.0142925 -0.000202498 -0.00104589
internal_weight=98.2513 8.05586 7.29261 5.5454 1.10691 0.547362 0.147032 4.43849 0.76325 90.1954 2.74615 1.89682 1.31123 87.4493 86.6891 84.4757 79.5311 78.1768 4.9446 2.28913 77.4586 74.8374 71.3991 70.0189 68.2761 65.7583 62.4398 3.31847 62.0803 58.7973
internal_count=4034 842 637 587 220 188 68 367 205 3192 70 55 49 3122 3106 3089 3004 2989 85 58 2962 2930 2883 2871 2855 2829 2789 40 2780 2733
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 2 0 1 1 2 1 2 2 0 0 1 0 0 2 1 0 0 0 2 2 0 2 1 0
split_gain=0.0111807 0.0417368 0.0353698 0.392505 0.0827501 0.0791283 0.0813168 0.0687567 0.0504621 0.0675615 0.132669 0.192424 0.130714 0.169934 0.125432 0.142122 0.730891 0.842164 0.340484 0.18416 0.121788 0.213355 0.300294 0.158106 0.125726 0.193817 0.186373 0.388217 0.394568 0.144662
threshold=41.218101594450012 41.147265497500008 0.34488488370000009 0.34479506600000004 0.34503457980000002 0.48244064550000004 41.646178195200001 0.45994131915000008 0.34518427590000006 0.34536391125000004 41.872294782850005 0.34566330350000002 42.198888176300009 43.218894539100006 0.48028502140000007 0.49336846205000007 0.36491422415000008 0.52688542260000015 0.53749887730000012 41.571132012400007 0.34542378970000004 0.48351845755000006 0.48537468940000006 0.48597347385000006 43.047778594550003 42.686561923500008 0.48119816770000007 42.141702038450013 0.34545372890000009 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -2 -8 -6 12 11 -11 -10 -14 -13 -16 -17 -18 -19 -20 -12 24 -23 -24 25 26 27 -22 -29 -26
right_child=2 -3 4 -5 8 -7 7 -9 9 10 20 14 13 -15 15 16 17 18 19 -21 21 22 23 -25 29 -27 -28 28 -30 -31
leaf_value=0.00063305532468981159 0.029302743156565361 0.021466825515056985 0.01907302668678492 -0.091890598002850793 -0.016529903557812538 -0.032646163277659637 0.0015624603472866024 -0.040136288528869343 0.021597160629727531 -0.049903151759937175 -0.037569841225682223 0.033078504562623123 -0.037057929080251205 0.022050860889080967 -0.021789147877628846 0.10416485550362629 -0.14865186498756294 0.051310311731306985 -0.10684413289675994 0.010617511496722009 0.10206572185098176 -0.070182388857653016 0.044660281348804329 -0.00098791212243748883 0.013620355066902904 0.077586948363547584 -0.0011931796004318335 0.08313924947867786 -0.10908585365119178 -0.10577785976393167
leaf_weight=50.286529678675308 0.97885084059862393 0.98032010895621979 2.1559305625123661 0.51298094545927586 1.9993656464866933 0.69453615602105845 4.0526114344063728 0.43818496799212869 3.5063148619447047 1.1884615630842761 0.7472045118338454 0.7205847618934057 1.086981385698891 0.88026089148115705 4.2866065208800137 0.60119147971272502 0.41270101422878713 0.89321052248124011 0.27393494788464068 0.26031527317365999 0.62999991476590744 0.61085906345397489 0.79725761711597698 15.710404190873314 0.32007781980445305 0.70953572423059075 1.7288357221987096 0.19679800840094686 0.23345647723817819 0.14857987151481211
leaf_count=1801 23 31 26 13 39 14 247 37 34 24 22 28 47 12 38 9 37 12 41 61 13 18 3 1135 127 31 60 3 40 8
internal_value=1.13885e-05 0.00103144 -0.00110659 -0.00784527 1.5516e-05 -0.000851045 0.0031863 -0.00250625 -0.00106734 -0.000207231 -0.00204477 -0.0125359 0.0100219 -0.0106092 -0.00657376 -0.0108206 0.00843824 -0.0228362 0.0135391 -0.0496105 0.00210546 0.00351141 -0.00133109 0.00121672 0.0244064 0.0309219 0.0190505 0.0520594 -0.0211623 -0.0242328
internal_weight=98.0429 51.2668 46.776 6.67716 40.0989 6.16418 5.46965 4.4908 37.9429 35.9436 30.47 8.63701 5.47356 1.96724 7.44854 6.72796 2.44135 1.84016 1.42746 0.53425 21.833 21.0858 17.1185 16.5077 3.96728 3.49863 2.78909 1.06025 0.430254 0.468658
internal_count=4034 1832 2202 334 1868 321 307 284 1842 1803 1710 250 93 59 226 198 160 151 114 102 1460 1438 1156 1138 282 147 116 56 43 135
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 2 2 1 1 2 2 1 2 1 0 0 2 0 2 2 0 2 2 2 2 1 1 1 0
split_gain=0.0106972 0.152412 0.0217836 0.0145541 0.0110839 0.0443668 0.0450153 0.0456887 0.103762 0.0493717 0.0430349 0.0659411 0.171682 0.0596677 0.448722 0.0408318 0.149355 0.187114 0.107866 0.0772626 0.313391 0.102743 0.0914443 0.0400568 0.0392071 0.0370356 0.039411 0.238796 0.0955837 0.167776
threshold=0.46280051495000007 0.4662734648500001 0.59734738480000016 0.59897907245000015 42.660927378600007 42.558389508100007 42.456897412850005 42.283941020600004 0.39542229275000007 0.34641178410000012 42.066503896600004 42.094663496250007 0.34524415440000006 41.919251152600005 0.34988473400000003 0.47943175355000006 0.47709649410000005 43.426640904350009 0.48028502140000007 42.779078631750004 42.865207177650007 0.48351845755000006 42.899217095850013 42.522337019050006 42.047301293400004 41.898943182100005 0.34551360740000009 0.34560342505000002 0.34515433670000012 0.4815274992000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 10 9 -9 13 -12 -13 25 24 16 -6 -18 -17 21 -21 -20 -22 -8 -15 26 28 -28 29 -1
right_child=1 2 3 -5 15 -7 23 8 -10 -11 11 12 -14 14 -16 18 17 -19 19 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0084521840273668793 0.043089539735331583 -0.10368207283600715 0.087719568144028925 -0.10003702954175547 0.00099186097330864397 -0.016114874927078582 0.031998487752085782 -0.0523132380211416 0.0073293896368333529 -0.016517856090713032 0.035443802508054886 0.031592855556587633 -0.033434422956520271 -0.054111993367803403 0.050156754051793755 0.036329314263857597 -0.10578723338221466 0.0088259633649033532 0.068493138215750607 -0.089704001761954519 0.0584880309353005 0.0030096056519674846 0.001605600488730126 0.0038081351492953415 -0.026262506965937654 0.01981260204974104 -0.042879463444526741 -0.00064873719757818887 0.01088902707447178 0.018388156808758504
leaf_weight=10.181522912688211 0.40961569575483281 0.10074365008753006 0.010954188357345629 0.0066257001777749727 4.3530066067037962 1.7895455414477499 0.78730877187763249 0.60121543435057789 1.4268309660255907 1.0730388591400695 0.849596853841461 0.86535685982710198 0.764866970886942 0.966850612044723 0.76928383544873202 1.0360078159719694 0.31095515067863733 0.26284571472206153 0.39667528704739996 0.37623639854791591 0.291891512228175 0.60509084061050089 8.8959196563242298 1.4010023255091255 1.0594189874827862 0.93438551735167052 1.3816171009093512 43.372891532341924 9.3818622436887278 3.0196143686771384
leaf_count=415 27 164 6 587 360 34 37 37 18 24 15 19 31 34 40 12 35 28 52 13 7 22 634 25 7 8 25 1187 99 32
internal_value=1.56995e-05 0.0142117 -0.0857583 0.0169558 -6.14416e-05 -0.00054505 -0.000191624 -0.00059538 -0.0124853 -0.0293718 -9.40469e-05 0.0128554 0.00108341 -0.000545905 -0.0148652 0.00229759 -0.00532954 -0.0532854 0.00553651 0.00251719 -0.00025036 0.0289395 0.00341272 0.0139504 -0.0395511 4.04323e-05 -0.000233929 -0.00195244 0.00317178 -0.00231275
internal_weight=97.6828 0.527939 0.118324 0.0175799 97.1548 80.6262 78.8367 76.6484 3.10109 1.67425 73.5473 2.47982 1.63022 71.0674 2.79555 16.5286 4.92681 0.573801 11.6018 10.5658 9.56405 1.00177 9.18781 2.18831 2.02627 68.2719 67.3375 44.7545 22.583 13.2011
internal_count=4034 784 757 593 3250 2087 2053 1991 79 61 1912 65 50 1847 81 1163 423 63 740 728 654 74 641 62 41 1766 1758 1212 546 447
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 1 2 2 2 1 0 1 1 2 1 0 2 0 0 2 0 0 1 2 1 1 0 2
split_gain=0.0103293 0.0716531 0.054664 0.0832644 0.52956 0.0547616 0.207279 0.481364 0.142942 0.377531 0.12403 0.294348 0.747688 0.431308 0.33255 0.181966 0.257834 0.122442 0.644159 0.181153 0.156635 0.080438 0.135702 0.136766 0.255196 0.138412 0.0842032 0.218494 0.160276 0.222894
threshold=40.633548727200008 40.583589072600013 40.80591513400001 0.48306936920000004 0.4778150355000001 0.34518427590000006 41.319407281650008 0.34479506600000004 41.436838994450007 41.535369675400013 41.319407281650008 0.35374689380000007 0.5296248615500001 0.42290649980000011 0.34560342505000002 40.890797847750008 0.4317685099500001 0.47754558250000007 41.741384785950011 0.4778150355000001 0.47700667645000011 41.605323437500005 0.48637765340000011 0.49336846205000007 0.39670967935000007 41.571132012400007 0.3459626957000001 0.34569324270000007 0.48271009850000007 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 -4 -8 -10 11 14 -13 -14 -7 -15 -17 18 -12 -19 -20 22 -21 -24 -25 -26 27 -23 29 -29
right_child=2 -3 5 -5 -6 10 8 -9 9 -11 17 12 13 15 -16 16 -18 19 20 21 -22 26 23 24 25 -27 -28 28 -30 -31
leaf_value=0.00057430628973669233 0.10314568672129663 0.027928428037300702 0.019369723901294593 -0.0067413438712491921 -0.121584012277271 0.0089703090495649451 0.02740401246877008 -0.078630949986102372 -0.087914674403026305 3.000949210227007e-05 -0.17184144651138608 -0.084174176829562783 0.054160938993378843 0.0085689766569559053 0.066449936880634303 -0.11340693184368725 -0.0013779095624125474 0.043182260322187908 -0.065006228039995423 -0.027057654006933187 0.040042762876843406 -0.0018600458461326805 -0.020103500915783747 0.088238787943385411 -0.10271341567407771 0.042210899765431256 -0.0031652034324068908 0.10637241063673682 0.014618670194224598 0.0037007577955365731
leaf_weight=39.375939977768603 0.15251329434215621 0.98148155658054648 0.90142411669216871 2.9222276074422098 0.33556332606772798 2.6021627334603163 1.5906010538619728 1.1288792341947553 0.5188933149966023 8.232650587716476 0.25755176560414739 0.95405413313346787 1.6086515206843617 1.3546850069833456 1.6414695829153059 0.36773206293582905 0.4654869005951241 0.93715459667146461 0.1932156580887181 2.7968613705597845 0.53485702635953203 5.5667482208518795 0.71112895011901833 0.44472398635116406 0.14254858049298491 0.12256203796209775 18.155996065197719 0.55909496545791659 1.5737592522054908 0.34004712148453109
leaf_count=1545 54 14 32 47 10 30 13 16 18 353 7 36 17 28 22 6 45 19 162 28 34 98 8 15 34 11 1256 4 10 62
internal_value=1.4922e-05 0.00123955 -0.000850427 -0.0131272 -0.0513609 -7.08125e-05 -0.00590723 -0.0351201 -0.000172346 -0.00518437 0.00167634 0.0120633 -0.00503454 0.0148528 0.0312039 -0.0140484 -0.0508207 -0.00121277 -0.0359175 -0.0001217 0.0121649 -0.00145606 -0.0142725 0.0108923 0.0419446 -0.0357141 0.000607549 0.00912758 0.0338618 0.067543
internal_weight=97.4707 40.3574 57.1132 3.4103 0.488077 53.7029 12.3724 2.0303 10.3421 8.75154 41.3305 8.99424 4.75061 3.79656 4.24363 2.1879 0.833219 32.3362 0.985624 31.3506 0.728073 30.4135 4.21782 1.42096 0.709835 0.265111 26.1956 8.03965 2.4729 0.899142
internal_count=4034 1559 2475 111 64 2364 432 48 384 371 1932 184 132 96 52 79 51 1748 203 1545 196 1526 96 68 60 45 1430 174 76 66
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 1 2 0 0 2 2 1 0 1 1 0 1 1 0 0 0 1 1 0 1 2 0 2 0
split_gain=0.0107498 0.0504951 0.0447388 0.0851562 0.0585663 0.0389201 0.0264708 0.0838418 0.215815 0.112597 0.0417416 0.0394192 0.0339335 0.294384 0.260959 0.0876693 0.115619 0.149145 0.112626 0.0806487 0.0598364 0.10405 0.210626 0.0910167 0.193204 0.0767089 0.270257 0.188231 0.175547 0.169066
threshold=41.218101594450012 41.147265497500008 41.289992964000007 41.319407281650008 0.4784437592000001 41.32819714970001 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46989611090000011 35.171584490050009 39.458743938000005 0.37078231190000005 0.50339810185000011 0.37413550490000008 0.36533337325000009 0.48597347385000006 0.36160593995000007 0.34739977845000009 0.48386275860000011 0.51401155655000019 0.51675099550000014 0.38552737940000009 0.38976377950000002 0.5223196910500002 0.39542229275000007 39.110279783550006 0.53544804050000006 36.728658719300007 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -2 -5 7 9 11 10 -1 -9 13 15 -14 16 19 18 -18 -8 -16 -22 -23 -24 -25 26 29 28 -27 -26
right_child=2 -3 3 5 -6 -7 12 8 -10 -11 -12 -13 14 -15 20 -17 17 -19 -20 -21 21 22 23 24 25 27 -28 -29 -30 -31
leaf_value=0.044420820883766012 0.0036924465128602701 0.023564559001644305 0.03435098101247893 -0.022157747868328529 -0.025454189484895889 -0.00043076026568886449 0.0016174993126614494 -0.018872798261653272 -0.10861787089384745 0.10405285455434732 -0.03975728584486804 0.045481578534062941 -0.075522179905182438 0.053007180169879521 -0.030436624709349342 -0.022721165671981867 0.021159450864055941 -0.0039900889942606167 0.076176817755399806 -0.024750255357307956 0.030507301220860858 -0.048912783028558837 0.025732097840535002 -0.056260971266575734 -0.031387992612171713 0.022347692517041579 0.046025130166913862 -9.9480449791513595e-05 -0.10303259018493852 0.02108709943790572
leaf_weight=0.085514425909109404 1.1850851430017422 0.97431805216001421 0.69810354433411603 0.84110373724251886 1.6482158542914929 41.692038850168203 16.966945289643402 0.21365959753438801 0.25629170729371253 0.11563276033848524 0.18932894190106708 0.1716464065184482 0.46909580338979395 1.1490648557664815 0.63921755162059213 1.4439507805163874 0.9842277588322752 1.2760484998580066 0.59824995556846261 1.2451063580811013 1.1071719522587979 0.87804384715855377 1.3970337156206394 0.6062140950307392 1.330672718730969 0.16600330165238375 1.5563573571853337 15.717807957586574 0.34117931610671803 1.1399456532672045
leaf_count=77 13 31 21 15 36 2117 288 23 10 4 49 42 29 20 44 28 16 30 49 14 14 12 37 18 38 15 26 827 74 17
internal_value=1.77701e-05 0.00101765 -0.00108964 -0.000291819 -0.013263 -0.000860417 0.000578679 -0.0152704 -0.0375055 0.0212646 -0.0135662 0.00979584 0.000912419 0.00363574 -0.00162986 0.00111599 0.00274953 0.021447 0.0419586 -0.000185189 -0.000236652 0.000559718 -0.000873591 0.00102172 -0.000633327 0.00103181 0.0133854 -0.00203429 -0.061995 -0.00717594
internal_weight=97.0833 51.0187 46.0645 43.2312 2.8333 42.5331 50.0444 1.03207 0.641598 0.390476 0.274843 0.385306 49.0123 23.6636 25.3487 22.5145 21.0706 2.85853 1.58248 18.2121 24.8796 24.2404 23.1333 22.2552 20.8582 20.252 4.02698 16.225 0.507183 2.47062
internal_count=4034 1832 2202 2153 49 2132 1801 205 75 130 126 65 1596 445 1151 425 397 95 65 302 1122 1078 1064 1052 1015 997 81 916 89 55
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 0 2 0 0 2 2 1 0 2 2 1 2 0 0 1 0 0 1 0 2 0 0 0 0
split_gain=0.00987945 0.0777288 0.128484 0.0416727 0.165989 0.0792021 0.0580586 0.150779 0.146027 0.242581 0.130908 0.0906383 0.0802612 0.0805835 0.0561794 0.285884 0.0451421 0.0437427 0.189882 0.0857843 0.191311 0.147338 0.101753 0.0443582 0.0417594 0.0338358 0.0285626 0.313299 0.24818 0.288662
threshold=42.753078181500008 42.779078631750004 42.824128352900011 0.54228915300000013 0.54386096225000014 43.272784938550004 0.51675099550000014 43.426640904350009 0.50339810185000011 0.49336846205000007 42.899217095850013 43.308802343500005 0.39162001140000008 0.53544804050000006 43.018222997350009 43.077238082650005 0.39670967935000007 43.752965619700007 0.47997065955000012 0.48797940185000005 0.34527409360000011 0.48098859315000003 0.47883296910000012 0.34494476210000008 0.55769288345000012 43.308802343500005 0.48447651265000008 0.48351845755000006 0.48797940185000005 0.48597347385000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 -2 -3 6 -5 -6 8 -8 9 10 -4 -10 -9 -14 -12 -16 -7 19 -19 20 23 22 -22 -17 -18 -26 27 -1 29 -28
right_child=1 2 3 4 5 16 7 12 11 -11 14 -13 13 -15 15 17 24 18 -20 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00051525468615361996 0.032980301267134547 -0.072263791773820335 0.054297942828617378 0.070034679862707783 -0.10232353174215114 -0.10136432182723945 -0.10693613065635146 -0.067975892558275811 0.076765733961003807 -0.0630200017179047 -0.026613129234112905 -0.0020958816030802506 0.053430068187437452 -0.0097942736105081276 0.079262916534558359 0.0044899719493082689 0.067866926761205523 -0.0015989166454184957 0.06280264049497955 0.0080205710040887994 -0.073278018397367792 -0.12003678892113022 0.10103169168220166 -0.030427653529297601 0.0045775606867413067 -0.10039760826351757 0.0052781869799255633 -0.045932794464427162 -0.00085255880126125679 0.065768798470984782
leaf_weight=33.703235139316973 0.78596615261903124 0.23744847615648623 0.48726830190571035 0.42397271888330468 0.079623677120252978 0.039089838206564309 0.16713058381171109 0.19112638232945744 0.41770743901725005 0.57548634781435559 0.67670949969988115 0.22383952826100995 0.24335692567666445 1.1747075584826232 0.46899341021753471 1.1145747025742867 0.10249683292454392 4.1531761230858137 0.5145340639949153 1.6526899151504038 0.074065825647693262 0.30251327808946371 0.061128545552492142 0.54012481131940138 0.51564463227987289 0.03264865726899302 2.18193277856335 1.5905161760747422 42.876168386604832 1.2356302253901956
leaf_count=879 15 15 16 9 42 34 23 22 15 38 34 43 176 26 21 54 22 239 23 7 57 9 2 10 2 381 28 26 1738 28
internal_value=1.76428e-05 0.00235337 0.000689817 0.00190693 0.0197924 -0.0078895 0.000269866 -0.0165325 0.00291987 0.000121403 0.00373855 0.0492505 -0.00714323 0.00105578 0.00116116 0.0032773 0.00300977 -0.000958715 0.00550024 -0.00900885 -0.0224595 -0.081251 0.00553665 -0.00690779 0.00927902 -0.00167329 -0.000419114 -0.002562 0.00121459 0.0271488
internal_weight=96.8435 15.256 14.4701 14.2326 1.19348 0.769504 13.0391 1.77632 11.2628 10.6213 10.0458 0.641547 1.60919 1.41806 9.55851 8.8818 0.68988 8.41281 4.66771 3.7451 2.09241 0.437708 0.135194 1.6547 0.65079 0.548293 81.5875 35.2938 46.2937 3.41756
internal_count=4034 1335 1320 1305 490 481 815 247 568 510 472 58 224 202 456 422 439 401 262 139 132 68 59 64 405 383 2699 905 1794 56
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 1 1 1 1 0 2 1 1 1 0 0 1 1 2 2 2 0 1 0 0 2 2 0 1
split_gain=0.0109771 0.0408378 0.0355273 0.144865 0.758748 0.342262 0.371403 0.149275 0.173294 0.20234 0.169033 0.1048 0.0968079 0.294444 0.104545 0.23871 0.0993599 0.0807271 0.124165 0.0756048 0.0260769 0.0881287 0.0555956 0.287025 0.282826 0.118947 0.112164 0.174934 0.0884233 0.289064
threshold=41.218101594450012 41.147265497500008 42.006870117350005 0.34656148020000005 0.34739977845000009 41.32819714970001 0.37286308795000006 0.39408999735000005 0.39670967935000007 0.42039160505000012 0.56188437470000008 42.047301293400004 0.34569324270000007 0.34551360740000009 0.34521421515000011 0.47754558250000007 0.47817430615000006 0.34587287805000005 0.34608245260000009 41.571132012400007 42.066503896600004 42.094663496250007 0.52507409960000018 0.37977904855000005 0.53158588065000012 0.50706565670000014 42.977735738100002 43.525909308350002 0.50339810185000011 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -5 -6 -7 -8 -9 -10 -11 -4 13 14 15 19 -16 -14 -19 -2 -13 -22 23 25 -24 28 -25 -28 29 -23
right_child=2 -3 11 4 5 6 7 8 9 10 -12 20 17 -15 16 -17 -18 18 -20 -21 21 22 24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00063667124179601518 0.045216491274788245 0.02141361407962623 0.056927613635770848 -0.18198657871924939 -0.050331437281779128 0.075080448251610588 -0.1030290746499018 0.10468220643918345 -0.10942910122342397 0.041316227563535958 -0.10237312860415547 -0.014060188702525038 0.025319024260048652 -0.055720100890156644 -0.004948068206787528 -0.028168691891909615 0.028037937469637505 -0.015236880698322365 0.018175789712984943 -0.0013469411112129507 0.033228478587226114 0.0031114907201367022 -0.1079274947515196 0.095317944195071544 -0.0034904859010971485 -0.04595852350585302 0.099995530334708968 -0.10963183654850493 0.042558256571890447 -0.073411999090686575
leaf_weight=49.811823719226098 0.71510067886811313 0.96433280209384875 0.33326402297807334 0.27725727856159155 1.1744912746422644 0.70998446350404243 0.17635419810540043 0.12920665740966797 0.18980278105300386 0.39847551956700045 0.10303960482201546 1.1756247485463998 2.0351314526051274 1.0983256809413431 1.7856591222416685 2.7820014161989093 1.8689168179407714 2.2505277618765831 2.1987969260662794 0.68057739129972106 0.82983417967965323 16.161826485069145 0.27039649280371136 0.45594746760376281 6.3212096550153376 0.53219678541608928 0.081699658170691691 0.07763889348071018 0.52232924499548872 0.50918480601870797
leaf_count=1801 23 31 15 2 33 30 29 1 22 21 91 15 14 22 25 38 15 11 39 35 15 598 172 11 664 34 4 91 25 107
internal_value=1.84667e-05 0.00103126 -0.00110327 -0.00447645 -0.0239865 -0.00878295 0.0198065 -0.01956 -0.00162005 -0.0214878 0.0117943 0.00119411 -0.000478761 -0.0072315 -0.000431892 -0.0112377 0.0119207 0.00882131 0.00127522 0.0225107 0.000504595 0.00116924 0.000102201 0.0029331 -0.00777463 0.000602382 0.0700778 -0.00214696 0.00204361 0.000774224
internal_weight=96.621 50.7762 45.8448 18.5736 3.15861 2.88135 1.70686 0.996879 0.820525 0.691318 0.501515 27.2712 15.415 8.93058 7.83226 4.17768 3.65458 6.48446 4.44932 1.39568 26.9379 25.7623 24.9324 18.3408 6.59161 17.7255 0.615286 0.159339 17.1933 16.671
internal_count=4034 1832 2202 451 229 227 194 164 135 134 112 1751 222 158 136 96 40 64 50 58 1736 1721 1706 870 836 764 106 95 730 705
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 2 1 0 1 1 0 2 1 1 2 1 2 1 0 2 0 1 2 0 2 1 0 2 0
split_gain=0.00930383 0.111917 0.0506743 0.0753907 0.088979 0.116717 0.163837 0.0386786 0.147642 0.0815312 0.120172 0.0732 0.0596477 0.117531 0.10135 0.050653 0.0310768 0.15356 0.101441 0.121326 0.178876 0.359279 0.0603273 0.0893631 0.253359 0.0498838 0.0504817 0.0455645 0.19277 0.11262
threshold=0.44805544745000009 0.55481871800000016 0.43691805635000008 40.00488309970001 41.243661560350013 42.522337019050006 42.599563320500003 0.45036076765000005 0.56065686655000013 0.4662734648500001 0.46280051495000007 0.56341127510000011 39.458743938000005 0.45206730335000006 0.45280081435000008 42.402981339000007 0.42780156285000009 42.310579034350006 0.43590012275000006 0.54386096225000014 41.066313126200008 0.56719858685000013 0.42114008565000011 39.420767558750008 0.54797760550000019 43.487767439550005 0.43639411995000005 0.54646567465000018 38.064633603500006 0.54429508100000012
decision_type=2 2 2 2 2 2 2 2 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 -5 -6 -7 -3 -9 10 11 -10 14 -14 -13 -15 22 18 19 -18 21 -21 27 -24 -25 -19 -27 29 -29 -1
right_child=1 7 3 4 5 6 -8 8 9 -11 -12 12 13 15 -16 -17 17 25 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=9.1897316528666455e-06 -0.10776266825771466 0.020627528144356585 -0.10356010977968196 0.02022514936594683 -0.10365155629372685 0.10311201007282955 -0.10363690195522179 -0.10658419003388547 -0.027172719663818873 -0.084232791242934285 0.063741759566286679 0.061740562667421152 0.0056964294033846757 -0.1096694379407486 0.0054141968292999859 -0.0020931992006616644 0.070774903906362083 -0.10552198547614502 0.075798300359489978 -0.11321494573187794 0.044912570099628041 0.086832095343859439 0.015277005817921921 -0.068746489525091173 0.0042710790165844167 -0.10272756761303248 0.10076380871657929 0.010506765307510641 -0.088055492007521469 0.030122437756280776
leaf_weight=83.585461996967013 0.088190995702165931 1.3301338373041742 0.10614286369161519 0.37714926991611719 0.1862280577479396 0.088511988520622253 0.067603571172867305 0.12368980384326267 0.72268243636062912 0.10130076356758966 0.33676541293243634 0.44876186833926146 1.0895335121349488 0.14276568843752091 1.1086016074731899 0.063121609212657859 0.25216068121199231 0.12913081010992744 0.31227304122876365 0.29569807651091651 0.33927258290350437 0.12891893461346626 0.71237712456422686 0.81343725265469391 1.1428535215345617 0.021540889049571632 0.028086813210393302 0.59742158275366719 0.297127093244967 1.2606724137440313
leaf_count=2434 16 22 49 22 18 1 60 9 16 752 24 12 27 37 57 76 14 12 12 63 13 12 16 26 30 61 3 22 92 26
internal_value=1.85578e-05 0.00399106 -0.000224653 -0.0248859 -0.0132795 -0.0501905 0.0135824 0.0057937 0.00102456 0.00434087 0.00663434 0.00125551 0.0084571 -0.00739737 0.0216449 -0.0766884 1.79311e-06 0.0142408 0.0259507 0.0106305 -0.00922324 -0.0524782 -0.000240934 -0.0150475 -0.0260901 -0.0727733 0.0124384 0.000219918 -0.022231 0.000456623
internal_weight=96.2976 5.55555 90.7421 0.825636 0.719493 0.342344 0.156116 5.46736 4.13722 4.01353 3.91223 3.57547 2.85278 1.29542 1.55736 0.205887 89.9164 1.50708 1.32832 1.01605 0.76389 0.424617 88.4094 2.66867 1.95629 0.178759 0.0496277 85.7407 0.894549 84.8461
internal_count=4034 1048 2986 150 101 79 61 1032 1010 1001 249 225 209 140 69 113 2836 190 114 102 88 75 2646 72 56 76 64 2574 114 2460
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=2 0 2 1 2 0 1 1 1 1 1 1 1 0 2 0 0 1 1 0 2 2 0 0 1 0 1 0 2 2
split_gain=0.00923602 0.0460103 0.0973941 0.118519 0.0719341 0.360438 0.315624 0.132137 0.267373 0.239747 0.211071 0.102389 0.0771433 0.0565352 0.0570449 0.0797816 0.0540666 0.0438256 0.0317199 0.0399634 0.0302255 0.0282261 0.050564 0.161732 0.155966 0.0999079 0.148769 0.0561219 0.0279831 0.167156
threshold=37.038444968100009 0.49880243110000005 36.124181380200007 0.36533337325000009 36.010074051050005 0.50008981770000005 0.36491422415000008 0.36533337325000009 0.36575252235000005 0.38976377950000002 0.39736834230000012 0.3975479776000001 0.46280051495000007 0.51191581090000016 32.724174661450007 0.54429508100000012 0.49485045360000007 0.34398670700000006 0.38052752915000004 0.53043322055000008 35.171584490050009 38.400997490450003 0.50706565670000014 0.4778150355000001 0.38780276035000005 0.5231430197000001 0.39476362980000007 0.5519595221500001 39.896141435400004 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 5 -3 -6 -8 -9 -10 -11 -12 -13 -7 18 -16 17 20 -15 -20 -1 22 23 -2 -24 -26 -27 -28 -23 -30
right_child=21 4 -4 -5 6 13 7 8 9 10 11 12 -14 14 15 -17 -18 -19 19 -21 -22 28 24 -25 25 26 27 -29 29 -31
leaf_value=0.041578918537175179 -0.00059845289940283711 0.10302401593284055 0.077357116517691102 -0.11172520596300402 -0.11636414051880678 -0.025164730554481058 0.042115324220346056 -0.11526018613503718 0.058863761119496344 -0.10890588943850002 0.10205949509993045 -0.1012893598353736 0.085959775753539996 -0.10605688046721401 0.028524008120221191 -0.010691726889960109 0.10018880640522435 -0.10200230531377044 0.034352106399546931 -0.10371872101431059 -0.043675318738153432 -0.0046894188420726433 -0.055505193865675789 0.052616186961244885 0.052781147578318012 -0.046611763453963305 0.019387245998628146 -0.014791841885246444 0.024492226589714353 -0.00045409118662041769
leaf_weight=0.085054287432723252 1.6664475633106151 0.35442821402102742 0.069883930803797512 0.18177739181555808 0.27235152013599861 0.86346230024901194 0.50996828079223622 0.23038654774427392 0.43146424647420645 0.24139909960467776 0.099301462876610458 0.068346969233971322 0.032446910686024566 0.065810317988507783 1.0617497832427036 1.0144429102402304 0.040092126000672579 0.056550425310646801 0.058669510297477245 0.0326180283244355 0.081368971455958672 12.048191480606219 0.45534267136827145 0.86892941407859314 0.41490378466005529 0.55043897823907206 1.8971506232528557 0.64331331545491455 2.795104029685489 68.819140563232267
leaf_count=80 49 7 42 6 5 17 6 4 9 18 2 55 34 4 31 118 10 46 5 109 19 376 13 30 8 18 37 111 30 2735
internal_value=1.26062e-05 -0.00383731 -0.0323899 -0.0496309 -0.00108348 0.00749822 -0.0167899 1.97565e-05 -0.0194369 0.00585227 -0.0459549 0.0299905 -0.0410113 -0.00343486 0.00496662 0.00936291 -0.00672395 -0.0259476 -0.0531345 -0.0149821 -0.000104255 0.000262477 0.00661207 0.0176394 -0.000446078 0.00670513 0.000520173 0.0107322 -0.00023058 0.000519564
internal_weight=96.0105 5.85157 0.514727 0.444843 5.33685 3.45118 1.88567 1.61331 1.10335 0.872959 0.441494 0.200095 0.100794 3.09675 2.23329 2.07619 0.263066 0.222974 0.157098 0.0912875 0.166423 90.159 6.49653 2.53538 3.96115 3.50581 3.0909 2.54046 83.6624 71.6142
internal_count=4034 627 203 161 424 291 133 128 122 118 109 91 89 284 267 149 155 145 118 114 99 3407 266 79 187 174 166 148 3141 2765
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 1 1 2 1 2 0 1 0 0 1 0 1 2 1 0 1 0 0 0 0 2 2 2 2
split_gain=0.0093826 0.0625764 0.112333 0.0397088 0.149671 0.0638597 0.0456327 0.174149 0.123953 0.302264 0.10701 0.0997077 0.0668875 0.141138 0.0665021 0.0427692 0.0952074 0.0731367 0.0438188 0.100486 0.106139 0.0390823 0.0378767 0.0338464 0.0379105 0.0350443 0.085048 0.16728 0.0353055 0.0253911
threshold=42.753078181500008 42.779078631750004 42.824128352900011 0.54228915300000013 0.54386096225000014 43.272784938550004 0.34554354660000003 0.34575312120000007 43.120094701700005 0.34623214870000002 43.047778594550003 0.50086823750000009 0.37078231190000005 0.49949103320000005 0.48386275860000011 0.39814676205000005 0.53347205170000012 0.37473428940000003 43.487767439550005 0.3782970569500001 0.53242417890000004 0.39670967935000007 0.55769288345000012 0.45994131915000008 0.48271009850000007 0.39672464895000009 49.283271594150008 48.96897326980001 48.86568841230001 43.384297312450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 10 -8 9 -9 -4 -11 13 29 23 16 17 -14 -19 -20 -21 -7 -23 25 -25 28 27 -27 -12 -10
right_child=1 2 3 4 5 21 7 8 12 11 14 -13 15 -15 -16 -17 -18 18 19 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00041588918784643195 0.030079271594272428 -0.068780557336705225 0.034381407609559093 0.067567724530494297 -0.10187762815553864 -0.10130129191561216 -0.080549844887238001 0.037102037397918453 -0.0062318584593300565 -0.11068053619752563 0.0054436681891852729 -0.03560222673864441 -0.10450918241628132 0.086144439747704679 0.027775039119957452 0.0027891417079981742 -0.10302456645272651 0.073329508397563498 0.085804647671752055 -0.10577100917824145 0.047390950595843855 0.065263170000009016 -0.0029133660482694047 -0.030003255480997987 -0.0011911002168436004 0.082921818062364011 -0.0065232880038833532 -0.018222619266849063 -0.018944063385270649 0.019013196590884261
leaf_weight=80.744219011323537 0.76970837761063293 0.22826646143312146 1.0825745087938665 0.41705732233822235 0.065270141680230154 0.034874405058872071 0.30234471161929821 0.40709710540249922 0.68777885061609845 0.33455567833198074 1.3041402674954845 0.37534196504012129 0.064915639741229714 0.27235667931381602 0.78494068328291167 1.2971230610087117 0.13616220849507954 0.085466462885960937 0.079511387606544304 0.1196237136707623 0.072768951766192913 0.096076906847088139 0.53672153609909401 0.84621358854747064 0.99206110835075378 0.38983626125263959 0.90058776969090104 0.28165497118607163 1.0895297404495066 0.94694337824148533
leaf_count=2699 15 15 36 9 42 34 28 10 16 18 89 23 7 16 7 144 13 9 12 117 3 22 383 72 4 52 9 6 19 105
internal_value=1.08019e-05 0.00230743 0.000805423 0.00193972 0.0197425 -0.00747094 0.000346914 -0.00690278 -0.00233958 -0.0315916 0.00524396 -0.0709846 0.00634429 0.0194959 0.00045664 -0.00717242 -0.0303104 -0.00686442 0.0108726 -0.00875928 -0.0478403 0.00175804 0.00743778 -0.00323792 -0.0144542 0.00196125 0.0135608 0.0404971 -0.00565693 0.00839181
internal_weight=95.7457 15.0015 14.2318 14.0035 1.15 0.732943 12.8535 5.18199 4.87965 1.11699 7.67154 0.709898 3.76265 1.90708 6.58896 1.85557 0.558448 0.422286 0.357371 0.271904 0.192393 0.667673 0.632798 5.80402 1.83827 3.96575 1.57208 0.671491 2.39367 1.63472
internal_count=4034 1335 1320 1305 490 481 815 521 493 51 294 41 442 137 258 305 161 148 141 132 120 439 405 251 76 175 67 58 108 121
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 1 0 0 2 1 1 1 0 2 1 2 2 2 2 1 2 2 1 1 0 2 0 2 2
split_gain=0.00956559 0.143536 0.112145 0.228809 0.248297 0.0814458 0.0866786 0.079749 0.0814636 0.134284 0.285012 0.0690202 0.0617782 0.0611139 0.0500337 0.137334 0.086781 0.0462306 0.108283 0.0863153 0.076813 0.0637173 0.0653024 0.0763574 0.157532 0.146332 0.347656 0.22207 0.179683 0.149062
threshold=0.48447651265000008 0.48386275860000011 0.48797940185000005 41.50623664750001 42.047301293400004 0.34587287805000005 0.34641178410000012 0.49053920540000012 0.49880243110000005 42.388109226950007 0.34988473400000003 0.35862698720000002 0.36491422415000008 0.49787431515000008 37.903039192800001 0.35374689380000007 38.400997490450003 39.896141435400004 39.577821550850011 39.952536079750011 0.34494476210000008 40.159267750750011 40.467253020850002 0.34560342505000002 0.34548366815000003 0.48119816770000007 42.141702038450013 0.47916230050000003 41.535369675400013 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -2 -5 -4 -7 -8 9 10 -9 -10 -13 -12 15 -1 -16 18 20 -19 -18 -21 -23 24 -24 26 28 -28 -25 -30
right_child=2 -3 5 4 -6 6 7 8 11 -11 13 12 -14 -15 16 -17 17 19 -20 21 -22 22 23 25 -26 -27 27 -29 29 -31
leaf_value=-0.009239882325660238 0.041067136959418285 -0.047222915170773178 0.026612210476961762 -0.04316019444904759 0.031071000178276378 -0.025918734947901607 0.023417984562774628 -0.085943020528219255 0.035280084234567313 0.0030220429654105631 -0.021292293509715773 -0.022889914929537156 0.00046729936204540479 0.029264510146562089 0.025589038804043958 -0.12806127902996686 -0.016287123050712948 0.036649597799130802 -0.041064018785424275 -0.019181098186733369 0.021273373351264405 0.013099133865310109 -0.0016593216868662189 0.017066945389724038 -0.033501681902730833 -0.0020485776904186135 0.0088180978537048763 -0.10797096269678474 0.034185466746795068 0.10771701353504215
leaf_weight=0.82596984533140982 1.9724465915933245 0.66383313527330656 1.0925475759431638 0.95622659451328196 0.85218653614526829 1.3563178032636631 1.3787804316925818 0.68047523498534745 0.55543917289468581 1.8690905466388406 0.64021135307848431 1.1664652158506204 38.75466965383869 0.38162734895013273 1.2986598000138645 0.11025711264365512 1.2844062154927085 0.64225181192159553 0.92491725209401909 1.7097660776008741 0.94510182903104567 3.7304004381981022 20.794124988997758 1.274155746148607 1.6791235410364596 6.2271151441283052 0.40037394090987266 0.27439307176973671 0.53350494389997016 0.5704924189922167
leaf_count=182 37 15 22 17 31 7 18 8 38 29 38 17 2390 21 29 26 32 2 19 19 18 36 630 15 38 90 155 15 31 9
internal_value=9.40761e-06 -0.00107611 0.000931694 0.0175119 -0.0081799 -0.000377688 -0.001008 -0.00026423 -0.00100553 -0.0154833 -0.0358016 0.000271903 -0.000215181 -0.00241078 -0.000367404 -0.0232332 0.000138819 -0.000667502 -0.0122985 0.000302191 -0.000365003 -0.000325451 0.0005831 -0.000887293 -0.00403847 0.00674385 0.024678 -0.038674 0.0426532 0.072183
internal_weight=95.5453 43.8888 51.6565 3.78086 1.80841 47.8756 46.7831 45.4268 44.048 3.5714 1.70231 40.4766 39.9211 1.02184 43.225 0.936227 42.2888 40.9901 3.15443 37.8357 2.22951 37.1935 35.4837 31.7533 22.4732 9.28004 3.05292 0.674767 2.37815 1.104
internal_count=4034 1361 2673 85 48 2588 2566 2559 2541 96 67 2445 2407 59 1346 208 1138 1109 69 1040 50 1038 1019 983 668 315 225 170 55 40
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 0 0 2 1 1 2 1 0 2 2 2 2 2 0 2 0 1 0 0 0 0 1 0 2
split_gain=0.00887099 0.0504718 0.0607002 0.0539759 0.0471745 0.0208023 0.0397241 0.0535647 0.0250158 0.015451 0.0594478 0.181235 0.0561424 0.0707531 0.104993 0.0471283 0.0803067 0.0502638 0.0984386 0.110225 0.102027 0.0372638 0.17948 0.0944111 0.0529688 0.107409 0.0733462 0.0576521 0.25503 0.20879
threshold=0.5718990449500001 40.890797847750008 40.80591513400001 40.583589072600013 40.00488309970001 0.57294691775000006 0.58415915690000009 0.58650938595000024 42.522337019050006 0.42780156285000009 0.43287626120000006 40.280372415600006 0.42114008565000011 0.55257327625000008 40.563919884450009 39.458743938000005 38.625745710700009 41.147265497500008 42.456897412850005 0.56643513670000012 43.384297312450009 0.54646567465000018 0.40509266190000009 0.54429508100000012 0.5398790455000001 0.54228915300000013 0.53833717555000005 0.39587138110000003 0.53475943835000017 36.728658719300007
decision_type=2 2 2 2 2 2 2 2 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 -3 -7 -8 -9 12 11 -11 21 14 -14 16 -12 -17 -19 20 -20 23 -23 24 26 -26 27 -1 29 -29
right_child=1 5 -4 -5 -6 6 7 8 -10 10 15 -13 13 -15 -16 17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00033065049705671457 -0.10043205407498126 0.018060322899077674 0.090800943118782451 -0.1089376524106806 0.0097355383441458197 -0.10168426423491173 0.089319873542647227 -0.10140101041299227 0.051815886250150905 -0.074446324642300665 -0.012405884082089959 0.070064385269504134 0.00084556547480373924 0.0079954565684376821 -0.048887165106431985 -0.018083312902750271 0.028609345281988191 0.040702954498828763 -0.10571150559592578 0.0034453977737550867 0.027794851431700109 0.0048979383730671216 -0.10211128323943493 0.027808959823244002 -0.029367213294467672 0.0028095836752935017 0.011200741064644002 0.048107853012645009 0.00047816447470979729 -0.096784806563998002
leaf_weight=69.365135340716648 0.041731846045776844 0.039399205181325669 0.072199231042759493 0.047103208823045861 0.56651773209557632 0.11178438708762428 0.032955664799374063 0.049097092222041283 0.013610185932407148 0.11166225149440379 0.73454224703891702 0.3895270373084152 0.7696635941974812 0.90306313672044769 0.94657002240637667 1.5906792300429513 1.3635359019972382 0.58144205005373839 0.18923158212356828 1.6532785952663287 0.082065630815350232 0.6626870037343896 0.20529392445871508 1.2395446203881864 1.8052755450189568 2.4390492683305638 6.0188462443184099 0.12263231462748025 2.67957557446789 0.52615590673053703
leaf_count=2044 393 12 11 19 41 92 6 135 268 54 50 42 12 26 34 65 25 32 14 73 67 45 58 26 26 34 40 16 29 245
internal_value=1.37323e-05 -0.00947891 0.00377785 -0.00580935 0.00217697 -0.0485517 -0.0612029 -0.0138996 -0.0681463 0.000111737 0.00474185 0.0378682 -0.000241842 -0.0146619 -0.026584 0.00206176 0.0142498 -0.00418022 0.00464468 -0.00624904 -0.0653267 0.000202181 -0.0204118 0.00041469 5.3632e-06 -0.0108765 0.000592132 -0.000286235 -0.0131425 -0.0693976
internal_weight=95.3539 0.974399 0.727552 0.655353 0.60825 0.246847 0.207447 0.0956629 0.0627073 94.3795 6.69596 0.501189 87.6835 2.6193 1.71623 6.19478 2.09808 4.0967 2.50602 1.92458 0.271297 85.0642 0.867981 84.1962 82.9567 4.24432 78.7123 72.6935 3.32836 0.648788
internal_count=4034 977 464 453 434 513 501 409 403 3057 422 96 2635 72 46 326 75 251 186 154 81 2563 103 2460 2434 60 2374 2334 290 261
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 1 0 1 1 2 1 2 0 2 1 0 2 2 1 2 2 1 0 1 2 0 0 1
split_gain=0.00826016 0.0415879 0.0257079 0.0715464 0.237375 0.107155 0.628061 0.179513 0.110897 0.0678667 0.153496 0.0791659 0.0804928 0.176789 0.0787373 0.0670506 0.0656883 0.0831182 0.0629077 0.0374214 0.202101 0.17401 0.10005 0.03718 0.138238 0.204732 0.210891 0.107975 0.0295529 0.0276209
threshold=41.218101594450012 41.147265497500008 42.456897412850005 0.34488488370000009 0.34479506600000004 0.48119816770000007 0.4815274992000001 0.34569324270000007 0.4778150355000001 0.3453938505000001 0.34575312120000007 41.319407281650008 0.42473279245000012 41.942745071500006 0.55677973715000018 41.385032804600009 0.43401395170000007 0.56188437470000008 42.522337019050006 41.50623664750001 0.34467530910000005 41.646178195200001 41.898943182100005 0.34739977845000009 0.5098649741000002 0.39542229275000007 42.047301293400004 0.53866650695000018 0.48098859315000003 0.31060447290000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 19 7 -7 8 15 -8 -11 -12 23 16 -15 -5 -14 -18 -4 -2 21 -21 -23 -13 -25 26 -26 -27 -9 -20
right_child=2 -3 18 5 -6 6 9 28 -10 10 11 12 13 14 -16 -17 17 -19 29 20 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.00049630202812459793 0.01257467031385745 0.021832574547539597 0.030286934317618731 -0.000343420757080903 -0.083378227201517829 -0.099803166257485615 0.017232124473984846 0.04906329068207118 -0.014029998548369069 -0.055981209214151444 0.019167415050688745 -0.012994161320586346 -0.10285590185342974 0.1027724037327284 0.026636784944458439 0.02742924335714907 0.035797990934696704 -0.10183806384210976 -0.030504013620997875 0.10219172841576969 -0.1042296569744819 0.02519752911080908 -0.10859764079780235 0.021894690868188519 0.00017646960664901537 0.026150645690645381 -0.12646697041808341 -0.019281505073886152 0.021297386518988978 0.0010762820302143417
leaf_weight=49.103229815251225 0.81595736254894535 0.93086329981451754 0.7421068496023534 1.9033601896589991 0.47026665799785394 0.68879181146621604 1.6162177249789227 0.94873739766717313 2.9269502308306983 0.55437287129461665 1.5218049093007255 5.7279658690094912 0.10097727960237612 0.22723182057961822 0.33770139988291703 1.6000774253589041 0.1488075302913785 0.062223250956549236 0.28109239028626376 0.15697847483534133 0.19276563078165054 0.12447766826471707 0.10143336506760647 1.6683245457243172 0.23640826836344819 0.87196676008170504 0.29628120732377283 1.307535367515811 0.64322482794523239 18.804076883286641
leaf_count=1801 18 31 42 10 7 6 23 46 36 18 42 30 9 5 66 39 7 76 123 5 12 17 39 39 27 25 23 28 4 1380
internal_value=8.6974e-06 0.000893254 -0.00097311 -0.00308925 -0.0219555 -0.0015874 -0.006478 0.00778043 0.000337484 -0.0020985 -0.00449043 -0.00220815 -0.00516929 0.0238929 0.0572606 0.0123408 -0.036524 -0.00478454 0.00172188 -0.00119896 -0.0207223 0.0213195 -0.0348761 -0.00769052 -0.000755476 -0.0146881 -0.0702625 -0.00110519 0.0378446 0.000611157
internal_weight=95.1122 50.0341 45.0781 25.2508 1.86188 23.389 15.3666 8.02235 6.43039 14.6778 13.0616 12.5072 10.9854 0.876941 0.564933 3.50344 0.312008 0.211031 19.8273 1.39161 0.575655 0.38289 0.225911 10.1085 4.38052 2.71219 0.532689 2.1795 1.59196 19.0852
internal_count=4034 1832 2202 657 98 559 424 135 85 418 395 377 335 163 71 49 92 83 1545 91 73 61 56 172 142 103 50 53 50 1503
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=2 0 2 1 2 0 1 1 1 1 0 0 1 0 1 0 1 2 0 2 2 0 0 0 1 2 0 1 2 0
split_gain=0.00807135 0.0397854 0.0847747 0.10949 0.0627351 0.329817 0.273059 0.115981 0.234196 0.221849 0.181241 0.200716 0.0786863 0.046528 0.0408819 0.038182 0.0664297 0.0591137 0.0417567 0.0249371 0.0241864 0.0346096 0.148771 0.138354 0.130329 0.0502695 0.0407568 0.0671095 0.0247164 0.0277634
threshold=37.038444968100009 0.49880243110000005 36.124181380200007 0.36533337325000009 36.124181380200007 0.50008981770000005 0.36491422415000008 0.36533337325000009 0.36575252235000005 0.38370108680000009 0.52863686715000002 0.5296248615500001 0.45628873390000008 0.49485045360000007 0.34398670700000006 0.51191581090000016 0.39670967935000007 34.466665687600006 0.54386096225000014 35.171584490050009 38.400997490450003 0.50706565670000014 0.4778150355000001 0.52770875125000016 0.39670967935000007 38.244973486750006 0.54942965780000008 0.44214245080000009 38.748048509250005 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -8 -9 -10 -11 -12 -13 14 19 -7 -17 18 -18 -1 21 22 -2 -23 -25 26 -26 -28 29 -22
right_child=20 4 -4 -5 6 15 7 8 9 10 11 12 -14 -15 -16 16 17 -19 -20 -21 28 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.038836090028443501 -0.0019115478959882571 0.10274905772410284 0.074247144825142539 -0.11079197047572412 -0.11437105734268288 -0.020979745144625896 0.038617843130168673 -0.11368934613881235 0.10278781069606394 -0.087278429791498247 0.10284183517864745 -0.10263263613719263 0.076900114761691354 0.1001652699043305 -0.10180981639983916 0.0086792439814599616 0.099496774363381987 -0.10278887275634595 -0.045732650177604729 -0.039246668725635599 -0.031772245474575044 -0.029402246440349673 0.049967192806966862 0.059135436513811729 -0.023273944639662762 0.023625694575006378 0.06996844912035223 -0.005675338113031672 1.0748459848307715e-05 -0.0027507461718054276
leaf_weight=0.083936517563173996 1.6578010666276068 0.32345779985189471 0.065897386088408894 0.16598823218373582 0.24567199964076269 0.87878844187707761 0.49994271248579003 0.2113569974899292 0.17841366771608591 0.25548302837296433 0.16194207221269608 0.10613897302775399 0.031704684365847058 0.035414171405136585 0.050917890976845293 2.0953413048264342 0.031970987940439843 0.10587860031315444 0.051995767518913993 0.079774138488573954 0.51694073459474654 1.1202181144499266 0.8292659525759517 0.48804294690489802 0.82077556508011207 0.74796308981527193 0.14540563022819697 0.60641897711432158 81.395158223284156 0.90974693660729855
leaf_count=80 49 7 42 6 5 17 6 4 3 19 2 39 43 10 46 38 2 74 165 19 33 39 30 7 23 16 37 65 3079 29
internal_value=7.98859e-06 -0.00365395 -0.0311358 -0.047828 -0.00109619 0.00656763 -0.0169049 -0.000333946 -0.0209401 0.00577877 -0.0253912 0.0273502 -0.0613393 -0.00603007 -0.0235525 -0.00326514 0.00354717 -0.053096 0.00956457 0.000787346 0.000240251 0.00615526 0.0153864 0.00031163 0.0121631 0.0022842 -0.00786628 0.00895445 -0.000217962 -0.0132663
internal_weight=94.8978 5.66002 0.481928 0.416031 5.17809 3.48743 1.69065 1.44498 0.945039 0.733682 0.555269 0.299786 0.137844 0.250043 0.214629 3.16398 2.28519 0.189845 0.0839668 0.163711 89.2377 6.41589 2.48707 3.92882 2.80861 2.32056 1.5726 0.751825 82.8218 1.42669
internal_count=4034 627 203 161 424 303 121 116 110 106 103 84 82 155 145 296 279 241 167 99 3407 266 79 187 148 141 125 102 3141 62
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 0 0 1 1 1 0 2 0 0 0 0 1 2 0 2 0 1 2 1 0 1 0 0 0
split_gain=0.00777125 0.0457766 0.0536061 0.0485105 0.041914 0.0187564 0.0345717 0.0470931 0.0232711 0.0118949 0.0327677 0.0598164 0.0421465 0.0324183 0.102282 0.119341 0.178003 0.0539926 0.048805 0.0196093 0.155193 0.0997427 0.0821158 0.147015 0.0415142 0.334033 0.1115 0.0767173 0.0460377 0.0941483
threshold=0.5718990449500001 40.890797847750008 40.80591513400001 40.583589072600013 40.00488309970001 0.57294691775000006 0.58415915690000009 0.58650938595000024 0.48459626955000007 0.44922307715000004 0.45036076765000005 0.56294721715000018 39.458743938000005 0.55769288345000012 0.5654770815500002 0.56341127510000011 0.56188437470000008 0.43837010870000009 42.310579034350006 0.55257327625000008 40.844669808050007 0.54646567465000018 0.41461333495000008 41.942745071500006 0.42473279245000012 0.54064249575000012 0.42114008565000011 0.54429508100000012 0.5398790455000001 0.54228915300000013
decision_type=2 2 2 2 2 2 2 2 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 -3 -7 -8 -9 13 -11 -12 -13 19 15 16 18 -16 -15 21 -21 24 -23 -24 26 -26 27 28 -1 -30
right_child=1 5 -4 -5 -6 6 7 8 -10 10 11 12 -14 14 17 -17 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00058378749836087286 -0.10039149521536897 0.015213248394940333 0.088781503712986723 -0.10802239836949434 0.0087716842118916935 -0.10144597690997204 0.086747247978403677 -0.10129779040250329 0.050082965425842001 0.025827409446639561 -0.03194686001107571 0.016872309159624826 -0.0073736895734258755 -0.023784244189116545 0.031593463066621995 -0.10874665619256496 0.071643738994968231 -0.014193475656948852 -0.10391133899327006 -0.024854155326625379 0.039343101729446953 0.022170759028555215 -0.10568714690611214 -0.0064550636530118057 -0.10854981434351262 0.047066962813554797 -0.03389650273910387 0.025336131945052805 -0.027440979547780377 0.0027149100313782807
leaf_weight=78.242140093867675 0.037517297937255445 0.038784746322562569 0.066703368298476562 0.042983470463695994 0.56283142353709081 0.099970342210980334 0.029801741540723015 0.045630913692235708 0.013061698524609255 0.65753989992663164 0.46349214559995777 1.7091680780031313 1.2349595711775689 0.16614962562016344 0.45423122634974766 0.2015422552376549 0.15298706945031881 0.59477285137472791 0.14012566923884151 0.66789077132011587 0.86331169605546165 0.18777526583892168 0.28455984763786546 0.31409234418242704 0.16606243753744721 0.8143806968073477 0.95868561178212885 1.2160177396144707 1.8025891663273785 2.4322522566944826
leaf_count=2374 393 12 11 19 41 92 6 70 333 5 35 36 91 21 50 22 11 14 26 56 23 26 31 15 96 21 18 26 26 34
internal_value=7.62035e-06 -0.00905281 0.0034497 -0.00539786 0.0019498 -0.0481166 -0.0611494 -0.0156272 -0.0676089 9.82283e-05 0.00538892 0.00144508 0.00670195 -0.000141652 -0.0137793 -0.0445954 -0.0164434 0.00563281 -0.0604436 0.000123475 0.0113411 -7.52835e-05 -0.0355261 -0.0536235 0.000250289 0.0207094 1.33301e-05 0.00040176 3.41346e-05 -0.0101212
internal_weight=94.662 0.937285 0.710036 0.643332 0.600349 0.227249 0.188465 0.0884944 0.0586926 93.7247 4.06516 3.40762 2.94413 89.6596 1.70981 0.660805 0.459262 1.049 0.306275 87.9498 1.5312 86.4186 0.786427 0.598652 85.6321 0.980443 84.6517 83.693 82.477 4.23484
internal_count=4034 977 464 453 434 513 501 409 403 3057 167 162 127 2890 144 80 58 64 47 2746 79 2667 72 46 2595 117 2478 2460 2434 60
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 1 0 0 2 1 1 0 2 1 2 2 1 2 2 2 1 1 1 1 1 0 2 0 2
split_gain=0.00755015 0.118768 0.095694 0.221748 0.195673 0.0632815 0.0664039 0.0689005 0.0713755 0.112737 0.220264 0.0542955 0.0498331 0.0445476 0.128459 0.0669775 0.0388399 0.113649 0.0706095 0.0525013 0.0512564 0.0711468 0.121884 0.105918 0.115413 0.0977815 0.0912207 0.286484 0.205025 0.146326
threshold=0.48447651265000008 0.48386275860000011 0.48797940185000005 0.34494476210000008 41.50623664750001 0.34587287805000005 0.34641178410000012 0.49053920540000012 0.49880243110000005 42.388109226950007 0.34988473400000003 0.35862698720000002 0.49787431515000008 37.903039192800001 0.35374689380000007 38.400997490450003 39.896141435400004 0.34515433670000012 39.952536079750011 40.159267750750011 40.467253020850002 0.34560342505000002 0.34548366815000003 0.34542378970000004 0.3453938505000001 0.3453339720000001 0.48119816770000007 42.141702038450013 0.47916230050000003 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 -8 9 10 -9 -10 -12 14 -1 -15 17 -17 -18 -20 -21 22 23 24 25 -22 27 29 -29 -23
right_child=2 -3 5 4 -6 6 7 8 11 -11 12 -13 -14 15 -16 16 18 -19 19 20 21 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0087030369830795682 -0.026397083064808188 -0.043179949143581253 0.023572841567990874 0.060411936182505323 0.0070957480174251826 -0.022596872246618903 0.021879762654096708 -0.076643628624209578 0.031678467395973728 0.0023472636624757735 -0.020138658621436194 -0.00020045895227259263 0.026560085289078928 0.02276336271846028 -0.12614528417786577 0.0019845189336361838 0.033572385625612156 -0.038596372352761331 -0.017254654094166145 0.011757931561103848 -0.0039430337576812332 0.015281844577096216 -0.029632580301211204 0.029883756005835101 -0.038056143262960869 0.020317451916176541 -8.991320123767792e-05 0.0074545543353319423 -0.1074916742102236 0.066320724327918093
leaf_weight=0.82429695003594972 0.91742005199193899 0.65629599918611248 1.077159896492957 1.2166395485401156 1.5852819490692693 1.3744408413767804 1.3602652449701498 0.6918018534779542 0.54164238722296332 1.8615823906700937 0.62270884409917926 39.225628174039812 0.36097574862651527 1.2715855779322272 0.10499888153277226 2.1209017829514774 0.62903740257024665 1.0229837484166635 1.7239482178426886 3.6972779515917855 16.949795401136402 1.2574035291308963 1.6798643358401921 1.0145781179307949 0.9086398243525754 1.8418677832669335 6.2589941654181018 0.4010804058742109 0.25309125159401447 1.0152758483445721
leaf_count=182 17 15 22 31 37 7 18 8 38 29 38 2407 21 29 26 47 2 22 19 36 561 15 38 26 14 29 90 155 15 40
internal_value=4.18645e-06 -0.000960794 0.000832424 0.0162747 0.0302465 -0.000386583 -0.000947154 -0.000280938 -0.000977045 -0.0145899 -0.0334083 0.000233742 -0.00300195 -0.00031605 -0.0219726 0.000162596 -0.000542223 -0.01122 0.000349859 -0.00021493 0.000617762 -0.000686466 -0.00372633 -0.00162547 -0.00324822 -0.00156514 0.00672461 0.0212973 -0.0370168 0.0380825
internal_weight=94.4675 43.6319 50.8355 3.71934 2.80192 47.1162 46.039 44.6646 43.3043 3.53707 1.67549 39.7673 0.983685 42.9756 0.929296 42.0463 40.7747 3.14389 37.6309 37.0018 35.2779 31.5806 22.3947 20.7149 19.7003 18.7917 9.18585 2.92685 0.654172 2.27268
internal_count=4034 1361 2673 85 68 2588 2566 2559 2541 96 67 2445 59 1346 208 1138 1109 69 1040 1038 1019 983 668 630 604 590 315 225 170 55
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 0 2 2 0 2 1 1 1 1 1 0 2 0 1 1 1 0 2 2 2 2 0 1 1
split_gain=0.0299648 0.0851649 0.0227964 0.0258631 0.0171716 0.0651443 0.0241342 0.0168795 0.0168158 0.0557128 0.0276795 0.18439 0.119575 0.166342 0.0812068 0.0625577 0.0215955 0.0203555 0.0263267 0.434271 0.135131 0.101027 0.0582169 0.179882 0.0374192 0.0215435 0.130029 0.0665653 0.588211 0.300251
threshold=33.151194885250007 0.38906020780000011 0.53043322055000008 0.4349121284000001 34.883496062400006 0.54562737640000014 0.51191581090000016 35.171584490050009 36.010074051050005 0.50086823750000009 37.038444968100009 0.36491422415000008 0.38976377950000002 0.39736834230000012 0.3975479776000001 0.46280051495000007 0.5017514446000001 38.400997490450003 0.5231430197000001 0.39072183470000005 0.37003383130000006 0.39591628995000006 0.54300769440000007 37.784765830350004 37.903039192800001 39.896141435400004 40.003678352300007 0.50339810185000011 0.37078231190000005 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 -6 9 -9 11 16 -13 -14 -15 -16 -10 18 20 -20 24 -21 -23 -24 -12 27 -27 29 -29 -19
right_child=4 2 3 -5 7 -7 -8 8 10 -11 17 12 13 14 15 -17 -18 25 19 21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.069768681472190466 0.019938045926592863 0.10081016789446057 -0.1011878779708888 0.078995771386072916 -0.011117539742840507 -0.011138299121699294 0.067271540071223601 0.042570381914154222 -0.058065686087533902 -0.0032503126715925745 -0.015400206755045135 0.017792812585895414 -0.10739652044786303 0.10106498697154874 -0.1010287566355491 0.081392920919113751 -0.11574450453952023 0.0093056370486470624 -0.1113607677048437 0.053616940823548433 0.045042162754340274 0.015989410832733083 0.0045405580898637866 -0.10947024769327279 0.01017276588814304 0.021840334791052352 -0.00039840215224294098 0.10394802053463872 -0.006044875054406239 -0.045661996770671009
leaf_weight=0.18835649891103301 0.23142204626479923 0.045109894126653671 0.015684064774177386 0.016188561676273139 1.353628055586326 0.49507594309266878 0.2015221978072077 0.39637961051448545 0.11804040874244748 0.80278362826201999 0.9908141218729688 1.0992041332647202 0.20710230692566245 0.078295557817909867 0.056420517735773501 0.02819195840700317 0.14422579854726791 2.2888246548354783 0.3193816747516397 0.47738494427085276 0.89496428595566602 1.3962204149820538 0.75463166046793606 0.16946427391794217 1.3542215291831778 2.7352383874742818 67.800064936107759 0.52057561464607705 7.3599911479249016 1.7562349139807336
leaf_count=93 48 2 15 103 32 69 9 31 46 46 45 20 19 2 55 34 3 50 8 13 27 27 57 62 27 30 2735 7 272 47
internal_value=8.0496e-06 -0.0335498 0.0550687 -0.00967003 0.000102745 0.0136382 0.0419703 -3.21733e-05 0.000131376 0.0118956 -2.4419e-05 -0.0125465 0.00124103 -0.04793 0.0276688 -0.0402478 -0.0897845 0.000219696 0.00567207 -0.0008889 0.0119841 0.0117224 0.00310298 -0.0163672 -0.000632214 -0.000200638 0.000463978 -0.00413158 0.00122105 -0.0145595
internal_weight=94.2956 0.265339 0.0769825 0.0318726 94.0303 0.92802 0.432944 93.1023 91.7487 1.19916 90.5495 1.73148 1.46921 0.37001 0.162908 0.0846125 0.262266 88.818 6.35708 3.11708 3.24 2.7977 2.32032 0.924096 2.34504 82.4609 70.5353 11.9256 7.88057 4.04506
internal_count=4034 213 120 118 3821 126 57 3695 3663 77 3586 179 130 110 91 89 49 3407 266 167 99 159 146 119 72 3141 2765 376 279 97
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 1 2 2 1 0 0 1 0 2 0 1 1 0 2 0 0 1 2 0 0 0 2 2 2
split_gain=0.00747541 0.0465442 0.0943468 0.0340667 0.159444 0.0578434 0.0521809 0.0957474 0.0911642 0.226939 0.108151 0.207444 0.0652676 0.0640976 0.0599411 0.0499395 0.0549577 0.0699497 0.0473199 0.104195 0.092216 0.163179 0.0649078 0.0884172 0.101971 0.0469082 0.0277271 0.0723177 0.146472 0.0298235
threshold=42.753078181500008 42.779078631750004 42.824128352900011 0.41988263825000011 0.42651417625000004 43.272784938550004 0.34545372890000009 43.047778594550003 43.120094701700005 0.34623214870000002 0.48797940185000005 0.47943175355000006 0.34524415440000006 0.47769527860000011 47.927946529500012 0.53544804050000006 0.4025178887000001 0.39736834230000012 0.49949103320000005 43.308802343500005 0.50889194935000015 0.52284362740000012 0.39814676205000005 48.86568841230001 0.52453519355000011 0.45994131915000008 0.39672464895000009 49.283271594150008 48.96897326980001 48.86568841230001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 -4 9 -8 11 13 25 14 -10 18 17 -17 -12 -20 -21 -22 23 24 -23 26 29 28 -28 -9
right_child=1 2 3 4 5 -7 8 12 10 -11 15 -13 -14 -15 -16 16 -18 -19 19 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00037657146823349687 0.02636114522567138 -0.063921177621506495 0.033851933608180902 0.087681636448351294 -0.10178500830343384 0.0036626757914635893 0.024953095695340207 0.0059058989990997558 -0.057894956242661548 -0.068256089223747526 0.0046286285108816877 -0.096280562116021345 0.027013392628982696 0.068303360202917829 0.10050504694840079 -0.011881740761715682 0.0019701406645395289 -0.10420832513299605 0.099159720824497782 0.076481162564571048 -0.10572328541371329 0.10109694919362694 0.079202094328909095 0.10130147823369327 -0.10233977479156008 -0.019979366496646805 0.079859073789701668 -0.005448068048301424 -0.016038439474529573 -0.016482347052757081
leaf_weight=79.334591411209985 0.74907897089860398 0.22183045702001791 1.0660602898733449 0.25474563477109846 0.056884631726148882 0.60844892510796811 0.42433130559447796 1.3026859348191813 0.11698203352639769 0.67949629401448419 1.8228861076991054 0.31389183935016263 0.85044605285293062 0.14411919540725648 0.030020651407539845 0.24328884766237013 1.0421057214114169 0.12382607989638927 0.18691486213356245 0.17163604023841117 0.12705381007461369 0.032455675303936005 0.14032978278515884 0.050951934121258091 0.10229767826172065 1.2245792627654735 0.3676157410154699 0.90404951944947243 0.28103173687122762 1.0952643731143323
leaf_count=2699 15 15 34 19 43 448 27 89 106 37 19 23 31 10 2 47 24 17 10 17 33 1 41 2 96 43 52 9 6 19
internal_value=7.61369e-06 0.00207606 0.00077539 0.00181806 0.0204059 -0.00535288 0.000486548 0.00622713 -0.00659038 -0.0324248 -0.000456116 -0.0398888 0.00133976 0.0209135 -0.0255468 0.0054437 -0.009751 -0.043023 0.0135714 0.0336563 0.0140579 -0.0095888 0.0278742 -0.0109122 -0.0533415 -0.0028792 0.00242133 0.0128324 0.0383107 -0.00431994
internal_weight=94.0699 14.7353 13.9862 13.7644 0.920079 0.665334 12.8443 7.09173 5.75259 1.10383 4.64876 0.605014 6.02567 0.291122 0.147003 4.04375 1.40922 0.367115 2.63453 0.81164 0.624725 0.453089 0.326035 0.185705 0.134753 5.17523 3.95065 1.5527 0.648647 2.39795
internal_count=4034 1335 1320 1305 510 491 795 283 512 64 448 141 249 118 108 307 88 64 219 200 190 173 140 99 97 218 175 67 58 108
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 0 1 0 1 1 2 0 2 0 2 1 1 2 0 2 1 0 0 0 2 2 2 0 1 2
split_gain=0.00897494 0.108251 0.150794 0.150395 0.097576 0.184516 0.132874 0.150556 0.140943 0.0966885 0.118563 0.113108 0.0889723 0.220743 0.10253 0.0834644 0.0719733 0.20715 0.214414 0.134072 0.153559 0.127813 0.111528 0.229625 0.0698439 0.0693465 0.0609205 0.0444579 0.0370298 0.199806
threshold=0.4815274992000001 0.3453339720000001 41.50623664750001 42.977735738100002 0.34584293880000011 0.47997065955000012 0.34560342505000002 0.48098859315000003 0.34554354660000003 0.34569324270000007 41.218101594450012 0.48271009850000007 38.478081868400004 0.47961138885000004 42.719328117250008 0.34575312120000007 0.34515433670000012 41.919251152600005 0.4784437592000001 42.753078181500008 0.3453938505000001 0.47976108500000009 0.47943175355000006 0.47817430615000006 43.426640904350009 41.535369675400013 43.525909308350002 0.47736594710000008 0.34614233110000009 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 12 7 8 16 10 -3 28 -6 14 -14 -13 21 18 -18 20 -19 22 23 -1 -16 -8 -26 -28 29 -11
right_child=1 9 3 -5 5 -7 25 -9 -10 11 -12 15 13 -15 24 -17 17 19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=7.2680728035937704e-05 0.02885522361274644 -0.0020693601211967303 -0.023582296163000799 0.020702188078131806 0.085390456377906279 -0.041224574995205099 0.0075744354399446883 -0.043295636609676044 -0.035997042688492804 0.1113186389066351 -0.040593369833918931 -0.036518892906006975 0.066930836028934654 -0.11751246792565805 -0.10244863022550416 8.6256165516631009e-05 0.0046949816212841552 -0.10922809300514016 0.043326163768574677 -0.0029338905178557489 -0.011143313310571938 -0.034463012906454614 0.024350278213144217 -0.052276666318979315 0.095400302375011792 0.037825325740938803 0.017157957621112396 -0.10158291591242914 0.011417483270220442 0.0011430747538599226
leaf_weight=10.894603019155664 3.095271701924502 2.0418184576556082 1.6043813191354277 1.4691072832792995 0.15367548355473504 1.5570411942317148 1.9117452725768083 0.8593750623986115 1.0827257190740045 0.27620938420295604 1.3123624837025998 0.63055431470274825 0.30996192847555903 0.12785677472129464 0.070988705379107842 51.302378331908002 4.4552055219728448 0.29511370885302346 2.120595658197999 1.78990456378051 0.34763401243253611 1.2170605026185501 1.5783611262449984 0.90772055253910444 0.061977002464118414 1.2554203703191431 0.091576328290102538 0.048090451397001743 0.5869105228463809 0.4073663828894496
leaf_count=661 30 21 30 10 40 19 11 20 15 1 36 4 65 4 26 2636 42 30 23 55 15 13 15 22 8 44 72 7 5 54
internal_value=7.85121e-06 0.000696788 0.0132755 -0.0024146 -0.00138005 -0.0206589 0.000245465 -0.00214959 -0.000717376 -0.000675179 -0.0171423 0.000362983 0.0163977 0.00147409 0.027587 -0.000358193 0.000900767 0.00792972 0.0171529 -0.017002 -0.0561783 -0.00343689 -0.00061486 -0.00395352 -0.0171439 0.0195655 0.0128877 -0.0237272 0.0298421 0.0456612
internal_weight=93.863 62.7264 6.16876 3.07349 31.1366 2.42117 28.7155 25.5483 24.6889 56.5576 3.35418 53.2034 0.864127 0.710451 0.582594 51.9329 23.6062 9.00845 6.5758 2.43265 0.642748 14.5977 13.3807 11.8023 0.272632 3.16717 0.201644 0.139667 1.27049 0.683576
internal_count=4034 2827 70 40 1207 241 966 911 891 2757 57 2700 222 182 178 2640 876 165 65 100 45 711 698 683 113 55 87 79 60 55
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 0 2 2 1 0 1 0 0 2 0 1 2 0 0 2 0 0 2 2 0 2 1 1 2
split_gain=0.008213 0.0634695 0.070723 0.0483105 0.0274164 0.236634 0.0759178 0.0675368 0.0638688 0.0931729 0.0440323 0.225726 0.176345 0.0716361 0.0487783 0.129432 0.191206 0.0444918 0.0376759 0.108992 0.0848337 0.127516 0.0354748 0.0328159 0.0327717 0.0442502 0.208386 0.0300824 0.0769926 0.0353425
threshold=42.456897412850005 42.522337019050006 0.34566330350000002 42.402981339000007 0.47997065955000012 0.48028502140000007 0.47676716265000008 42.753078181500008 42.779078631750004 0.34566330350000002 0.48447651265000008 0.34542378970000004 0.48351845755000006 0.48797940185000005 43.157831852650006 0.5054040298000001 0.38370108680000009 43.680097826700013 0.50889194935000015 0.53866650695000018 48.86568841230001 0.53158588065000012 0.55832160710000012 42.865207177650007 42.599563320500003 0.56859076075000015 42.824128352900011 0.34219035360000005 0.34515433670000012 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 27 -8 -9 -10 11 -7 23 -12 15 -15 -17 22 -19 20 -20 -22 -16 -13 -18 26 -26 -3 -29 -30
right_child=1 4 -4 -5 5 10 7 8 9 -11 13 12 -14 14 17 16 24 18 19 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00022285631162429799 0.064072132202935714 -0.0012328778500398504 0.0016148517305405988 -0.026917273503157726 0.089052041155364831 -0.0048820599820100299 -0.074746132437045684 0.0056107659939222433 -0.10298017358157958 -0.0073417390282067233 -0.042716420619489735 0.093317782850411757 -0.01625505937363747 -0.032303898634096238 0.024441819321550873 0.059613796979599114 0.0023846040750462733 0.015664011239109262 -0.10315754376548453 0.0013713770238417827 -0.10746842535953936 0.098596045868866861 -0.0048891230975625314 0.051081204937355108 -0.10671116467745433 -0.0028207344340342583 0.033740963462703576 0.067434794088227765 -0.10201277280819521 0.010763347007444227
leaf_weight=73.414498571575123 0.34034085259009117 3.9202710662362419 0.38796782262215856 0.68427400388385606 0.31328169070184131 2.747131902724504 0.23815944846137416 0.59338516904972471 0.16841178088179731 0.25779212715860922 0.42557913537359482 0.43197655546828151 0.29175519663840532 1.4769534458173419 1.6016222046891928 0.51069790497422252 1.2531251575928766 0.74691914935459314 0.20193639037278277 1.3101913904444016 0.056115280528430844 0.064601740647049155 0.55532558332561155 0.32038611103780568 0.24432172206797975 0.52990765701997589 0.18609833944751131 0.20493821227864817 0.046521639236686951 0.069008564809337258
leaf_count=2461 11 203 31 28 3 25 25 5 33 41 29 54 5 22 43 8 22 46 166 429 53 5 37 16 25 38 23 23 68 56
internal_value=1.11173e-05 0.00183743 0.0308013 -0.000469369 0.000713365 0.00317393 -0.00522401 -0.0268002 -0.0156008 -0.0451327 0.00109714 0.0101609 0.0497399 -0.0026529 -0.000701587 -0.00846586 0.00445842 0.00648832 -0.00293974 -0.0114497 -0.0635121 0.00280702 0.0168903 0.0753318 -0.00826728 -0.0221669 -0.0459847 0.0011752 0.0306331 -0.0346493
internal_weight=93.5935 19.4947 0.728309 74.0988 18.7664 13.2679 5.49849 1.25775 1.01959 0.426204 12.9546 3.79125 1.04412 9.1634 8.73782 4.2011 2.72415 4.53671 2.37976 1.63284 0.322653 0.120717 2.15695 0.752363 2.21345 0.960328 0.43042 4.24074 0.320468 0.11553
internal_count=4034 1545 42 2489 1503 1049 454 104 79 74 1046 100 75 946 917 138 116 779 699 653 224 58 80 70 108 86 48 350 147 124
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 0 1 0 2 2 1 2 0 2 2 2 0 2 1 2 0 0 1 2 0 1 1 1 1
split_gain=0.00912971 0.101433 0.0889451 0.209579 0.157383 0.0578114 0.0532176 0.0825068 0.17744 0.0779157 0.029408 0.112792 0.0521558 0.14161 0.102825 0.064746 0.0557895 0.0508663 0.0441038 0.0651146 0.101979 0.277493 0.22902 0.155085 0.217409 0.14562 0.0955157 0.0947521 0.0978681 0.0763221
threshold=0.48447651265000008 0.48386275860000011 0.48797940185000005 0.34494476210000008 41.50623664750001 0.34587287805000005 0.49336846205000007 0.35275889945000011 0.49787431515000008 42.388109226950007 37.903039192800001 0.35374689380000007 39.458743938000005 0.46898296455000005 39.896141435400004 39.952536079750011 40.159267750750011 0.48351845755000006 40.467253020850002 0.34560342505000002 42.536568606950006 0.48119816770000007 0.48119816770000007 0.34584293880000011 41.919251152600005 0.47916230050000003 0.34548366815000003 0.34542378970000004 0.3453938505000001 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 -4 9 -8 -9 -7 11 -1 13 -12 -14 -16 -17 18 -18 26 22 25 23 -21 -25 -22 27 28 29 -20
right_child=2 -3 5 4 -6 6 7 8 -10 -11 12 -13 14 -15 15 16 17 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.006362330976509338 -0.025658005515903137 -0.040681966545676546 0.022739355493083552 0.057367003981483124 0.0089478392625144537 -0.026665882436676488 0.020929521237139058 -0.070662705170605342 -5.2739149997930192e-05 0.0013284626619508779 -0.017626093101254132 -0.12169865352317302 -0.025864633980057762 0.02993465680276286 0.032033930424546948 -0.018135635988843046 0.011319490898884494 -0.024000529429428541 -0.0034278522990435763 0.055415702929617096 0.015802535574840352 0.082451664676135822 -0.0086018896579248202 -0.028114876518897821 0.061819382525795309 -0.10393255279788689 -0.02643839830706244 0.028730476121010585 -0.035118074980616865 0.01838052496139218
leaf_weight=0.83897659975534189 0.90842353180050794 0.6365215762052675 1.0688505852595032 1.1778212543576958 1.5610339930346411 1.8745460387435664 1.8471634206362129 0.35913341827842415 39.446915823343211 2.1170872345144289 0.96455562044218313 0.094322859634649703 1.5963738857826673 1.7837456734851 0.62249096482992072 1.7080402969040722 3.6755688468297185 0.83550858497619529 16.351793241524465 1.1412220233687533 0.34090654872922221 0.58350459462963045 5.2384490016590632 0.76050855650828431 0.41574120891345956 0.14468021842185408 1.6359940790948702 0.99778225729823944 0.89744313099072215 1.7793583082675457
leaf_count=182 17 15 22 31 37 30 36 36 2450 14 31 26 31 36 2 19 36 16 559 17 139 57 29 40 18 11 28 26 14 29
internal_value=1.05377e-05 -0.00105886 0.000924548 0.0159647 0.0297701 -0.000249744 -0.000788072 0.000268947 -0.000689788 -0.0118182 -0.00046412 -0.0180187 -6.9083e-05 0.0132425 -0.0010138 5.46752e-05 -0.000490619 0.000375465 0.000975129 -0.000280226 0.00706798 0.0359755 0.00297784 0.0291528 0.00367206 -0.0198724 -0.00320596 -0.00130806 -0.00288316 -0.00128762
internal_weight=93.4045 43.0435 50.361 3.64728 2.73886 46.7137 45.6448 41.6532 39.806 3.99163 42.407 0.933299 41.4737 2.7483 38.7254 37.129 36.5065 34.7985 33.963 30.2874 8.62501 1.06909 7.55592 2.31747 1.17625 0.485587 21.6624 20.0264 19.0286 18.1312
internal_count=4034 1361 2673 85 68 2588 2566 2522 2486 44 1346 208 1138 67 1071 1040 1038 1019 1003 967 311 207 104 75 58 150 656 628 602 588
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 2 1 0 0 1 2 2 1 0 2 1 2 1 2 0 2 2 1 1 1 0 0 1 0
split_gain=0.00937645 0.042178 0.425896 0.165783 0.141904 0.0554116 0.0409004 0.0228701 0.0496891 0.0226873 0.0479211 0.0395751 0.0434588 0.0868365 0.0530529 0.0395159 0.151535 0.026448 0.0349553 0.0802616 0.176563 0.0291134 0.0362991 0.0150096 0.0273087 0.0618209 0.0437883 0.0297402 0.289102 0.138731
threshold=0.31100865245000009 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.835088602800006 0.31060447290000009 0.39606598605000004 0.43260680815000008 0.31761025120000003 44.262924377150007 47.709122305950011 0.35862698720000002 0.54228915300000013 43.752965619700007 0.34527409360000011 43.525909308350002 0.34311846950000008 38.064633603500006 0.46989611090000011 39.792680591700012 41.646178195200001 0.34467530910000005 0.34485494450000004 0.34488488370000009 0.47997065955000012 0.48537468940000006 0.34587287805000005 0.48351845755000006
decision_type=2 2 2 2 2 2 2 2 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 9 -3 -4 -5 -6 -7 8 -1 10 -2 15 13 -13 -14 17 -17 18 19 -11 21 -21 -23 -20 26 -26 -25 29 -29 -27
right_child=1 2 3 4 5 6 -8 -9 -10 11 -12 12 14 -15 -16 16 -18 -19 23 20 -22 22 -24 24 25 27 -28 28 -30 -31
leaf_value=0.012568674063087523 0.0063950700853847957 -0.17482187388052689 0.058402077673849306 -0.10730403366245889 0.10023176547801478 -0.10137668025445755 0.037861421227811026 0.010273741770308417 -0.071061104193014507 0.026251067399242746 0.067886681065081209 0.00017046233444029043 -0.040666395774289814 -0.10362020392912207 0.053732019007324487 0.072258007124236343 -0.0005494728873045861 -0.017075990842603427 0.0054564789371550045 -0.024131183848108233 -0.10794659395391581 0.061719354388630181 -0.026848240794991842 0.0034697971363487953 0.02851459279935873 -0.0008862618577235885 -0.020896239085690511 0.040089785931607606 -0.00014660911634506766 -0.030077995947474928
leaf_weight=0.18637893152052165 1.1035385625725673 0.15024603847996232 0.35357129858311964 0.15982629545032978 0.062425261305179447 0.03780736550572783 0.047729914232292003 1.9734968165284954 0.11481064164763666 0.27316332288320566 0.14317765926091208 0.16502500887054239 0.12097985739455908 0.15758436762340011 0.11722344221584535 0.36479379926458833 1.3212218003943261 0.92465871158947166 4.9958803335321127 0.22811228015234519 0.23414351667815936 0.12280020537582459 0.074257386310819129 1.3740788160503137 0.76183264597057032 27.88937257368271 1.5921301115304229 1.8602181114256371 44.586958496017004 1.7289159514475603
leaf_count=145 79 5 12 9 5 36 214 16 35 32 158 38 16 273 36 10 187 50 55 13 11 25 27 34 11 532 20 38 1868 44
internal_value=1.50161e-05 -0.000143585 -0.0228383 0.011689 -0.0419725 0.0285973 -0.0236816 0.00635655 -0.0193102 6.07544e-05 0.013457 -0.000127126 -0.0266077 -0.050528 0.00578849 4.09962e-05 0.0152035 -0.000254044 -7.25898e-05 -0.0193284 -0.0382127 0.000190159 0.0283443 0.000139178 -0.000193739 0.000169766 -0.00960882 -0.000114122 0.00146487 -0.00259028
internal_weight=93.2264 90.9517 0.811606 0.66136 0.307789 0.147963 0.0855373 2.27469 0.30119 90.1401 1.24672 88.8934 0.560813 0.322609 0.238203 88.3325 1.68602 86.6465 85.7219 0.932477 0.659313 0.42517 0.197058 84.7894 79.7935 76.8273 2.96621 76.0655 46.4472 29.6183
internal_count=4034 3838 281 276 264 255 250 196 180 3557 237 3320 363 311 52 2957 197 2760 2710 108 76 65 52 2602 2547 2493 54 2482 1906 576
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 1 0 0 0 2 0 2 1 0 0 0 2 0 0 2 0 0 0 0 1 0 1 1 2
split_gain=0.00941536 0.0930026 0.137941 0.133288 0.0963124 0.0812987 0.164301 0.144978 0.31585 0.338383 0.0827866 0.184588 0.103439 0.0805626 0.22506 0.0945294 0.153826 0.0715612 0.0552749 0.0812634 0.0530289 0.0407692 0.0329204 0.148826 0.130539 0.0482585 0.0261546 0.0257433 0.0244022 0.0865457
threshold=0.4815274992000001 0.3453339720000001 41.50623664750001 42.977735738100002 0.34548366815000003 0.34584293880000011 0.34587287805000005 0.48098859315000003 0.48068920095000006 0.47997065955000012 38.478081868400004 0.47961138885000004 41.942745071500006 0.34536391125000004 0.48098859315000003 0.48028502140000007 0.47916230050000003 43.426640904350009 0.4778150355000001 0.47700667645000011 43.525909308350002 0.47736594710000008 0.47883296910000012 0.4784437592000001 0.47976108500000009 0.34524415440000006 0.46495613905000005 0.34674111555000003 0.34509445825000007 41.436838994450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 13 -7 8 9 10 -8 12 27 14 22 16 18 -14 19 -15 -19 26 23 25 -24 28 -22 -12 -1 -30
right_child=1 4 3 -5 -6 6 7 -9 -10 -11 11 -13 17 15 -16 -17 -18 20 -20 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0012647330018874354 0.027544956678189455 -0.024312440556800211 -0.022429287715499575 0.019446540097766592 0.00016866616023845839 -0.097728421415535199 0.082632290041668097 -0.040538647141333872 0.1069312517124001 -0.14322213013211421 0.10034182820666659 -0.11641134062250887 -0.10170845191280012 0.0031594291352570547 -0.058441710457412789 0.024161980109246854 -0.032239580635289589 0.094732183540160539 0.00068787527023134252 0.054767163001646718 -0.042569106151805515 -0.10144583832065168 0.019681693118495838 -0.051539545867359975 -0.011452989815197509 -0.016238019678016288 0.066885886312928744 0.034588031188636202 -0.014435866300937451 0.025226869111329344
leaf_weight=10.448764421398165 3.0372461900114933 1.6556955501437176 1.6024256311357024 1.4459639173001049 54.657014672998393 0.23982361494563642 0.13974643609391024 0.90803317725658406 0.2731449119746685 0.1693385447433684 0.13315710425376892 0.11581756186205894 0.075843310680184572 0.63354749722043313 0.70694842003285785 2.6781358835287392 1.0882230036659164 0.056163197688874789 1.8774631788255645 0.58857234346214682 0.039796922141249524 0.042837126413360238 2.9813444303581482 0.61732341560127757 2.4559611668810248 1.9114079470509295 0.048359395758780011 0.1077007947835682 0.89098269373303951 1.4381595292925338
leaf_count=607 30 24 30 10 2733 6 40 8 3 6 22 4 40 35 8 31 23 8 27 20 58 7 33 17 30 39 14 25 62 34
internal_value=1.28872e-05 0.000718021 0.0124619 -0.00256603 -0.000551123 -0.00142187 -0.0192958 -0.0103808 0.0124032 -0.0153971 0.0131058 -0.00257351 0.0235934 6.1324e-05 -0.00295635 0.00948927 0.000105949 -0.0197667 0.011462 0.0280137 0.0134393 -0.0214149 -0.00106542 -0.00343974 0.00561856 -0.00141832 0.017474 0.0709397 0.000798508 0.0100544
internal_weight=93.0649 62.3983 6.08564 3.04839 56.3127 30.6666 2.34976 2.10994 1.20191 0.92876 0.759422 0.619675 0.503858 28.3168 21.4509 6.86594 4.18781 0.263 3.09958 1.22212 0.187157 0.130993 20.7439 15.3066 5.43731 14.6893 0.0881563 0.240858 12.7779 2.32914
internal_count=4034 2827 70 40 2757 1207 241 235 227 224 218 178 174 966 830 136 105 127 82 55 87 79 822 759 63 742 72 47 703 96
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 0 0 0 2 0 2 2 0 0 2 1 2 1 1 1 0 1 1 1 0 1 0 2 2
split_gain=0.00981817 0.0301851 0.242078 0.31655 0.164386 0.19359 0.067521 0.045877 0.0451883 0.0880059 0.247051 0.0627008 0.135638 0.054022 0.0531196 0.0517364 0.0570007 0.0975013 0.180468 0.0755615 0.0604332 0.171398 0.121783 0.226563 0.102347 0.118296 0.0793534 0.121222 0.188137 0.146169
threshold=41.243661560350013 40.844669808050007 0.34560342505000002 0.42290649980000011 40.890797847750008 0.4317685099500001 0.50922128080000018 0.48068920095000006 0.54136103710000005 40.377444152000002 0.56188437470000008 40.206947806850003 40.003678352300007 0.53928026105000015 0.54386096225000014 40.750688432250008 0.39072183470000005 39.110279783550006 0.39476362980000007 0.39045238170000002 0.38976377950000002 0.52005927965000021 0.38052752915000004 0.37413550490000008 0.37003383130000006 0.50278434775000014 0.34569324270000007 0.48447651265000008 39.792680591700012 40.280372415600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 6 -5 -6 -4 -3 13 11 -11 12 14 15 -10 16 19 18 -18 20 21 22 23 24 25 26 -1 29 -29 -28
right_child=-2 2 3 4 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0040004155773880118 -0.0010858649500894732 -0.036205640176943797 0.059462757265902083 0.012759774910225313 -0.1102846784778901 -0.0040667881143198444 0.027194925165603998 -0.0074191291123957203 -0.023598462352171112 -0.084661262152084873 0.0023813058432072555 0.023566224288448047 -0.081133135748998816 0.014480718088957904 0.0022837172649203294 -0.023029679764284175 -0.0703059186232214 0.0035052002669826855 -0.0063890464603233001 0.029213823451609153 -0.017315593875385046 0.03967602066764582 -0.036396780399434288 0.052354747215440846 -0.032847616377800169 0.034026880679916632 -0.074241757209382281 -0.014369633865054514 0.037892856125123886 -0.011834514972400159
leaf_weight=13.746024434219366 43.251713154285007 0.93446505079395992 1.2979315806005618 1.1202456806786356 0.29701551019570605 0.40632489249287573 1.296006189077161 1.3584329038858411 0.97315262153279114 0.5152791393920777 0.88806838983271064 0.83877338036290883 0.2289744617000905 2.9470559910405418 4.2825702744927465 0.92056368174780701 0.62076054360568322 2.7900978965662375 1.5317808085042655 1.0456994250416745 1.5550100386608381 1.211426116991787 0.83565307129174371 0.87501239962875743 0.88584864040603761 1.0831769671640348 0.56025611755964533 2.4607625993885454 0.95655206451192487 1.1368821575670152
leaf_count=394 2183 30 26 19 8 38 22 23 18 17 45 31 50 25 567 15 37 63 77 15 25 36 24 23 31 19 53 82 27 11
internal_value=1.53171e-05 0.000975563 0.00721228 0.020896 -0.0110303 -0.0489218 0.0433408 -0.019151 -2.27088e-07 -0.00692456 -0.0295789 -0.00189697 -0.00579105 0.00152137 -0.00250864 0.000335851 0.00102317 -0.0088313 -0.0248217 0.00287147 0.00178297 0.00303335 0.00106398 0.00250627 0.000412219 0.00188954 4.38586e-05 -0.0105901 0.000259336 -0.0324363
internal_weight=92.8515 49.5998 6.71042 4.41752 1.82359 0.70334 2.59394 2.2929 42.8894 7.72682 1.40335 6.32347 5.4847 35.1626 5.25572 32.2155 31.2949 4.94264 2.15254 26.3523 25.3066 23.7516 22.5402 21.7045 20.8295 19.9437 18.8605 5.11445 3.41731 1.69714
internal_count=4034 1851 166 113 65 46 48 53 1685 728 62 666 635 957 585 932 917 177 114 740 725 700 664 640 617 586 567 173 109 64
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 1 0 0 0 2 0 0 2 1 1 2 0 0 1 0 1 1 2 1 1 1 0 2 1 0
split_gain=0.00914785 0.241462 0.480609 0.142283 0.134378 0.106367 0.245029 0.0846493 0.0373672 0.183111 0.174004 0.0450763 0.0516298 0.212874 0.19461 0.155902 0.125144 0.139767 0.119241 0.0660635 0.0484663 0.0342348 0.161495 0.0614625 0.110229 0.0995406 0.0565535 0.0960186 0.04528 0.0892028
threshold=0.5223196910500002 0.38906020780000011 39.051326806600009 0.52005927965000021 0.38052752915000004 0.3782970569500001 0.5098649741000002 0.5231430197000001 0.5054040298000001 39.861052345600008 0.50339810185000011 0.50086823750000009 37.627645350900004 0.36575252235000005 0.35651627195000007 37.137227079750012 0.48597347385000006 0.47817430615000006 0.36533337325000009 0.49336846205000007 0.32058920395000007 0.34739977845000009 42.047301293400004 0.34656148020000005 0.34641178410000012 0.34623214870000002 0.48597347385000006 42.388109226950007 0.34608245260000009 0.48386275860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -2 10 -10 11 12 13 15 21 18 17 -16 19 20 -1 23 -23 24 25 26 28 -28 29 -14
right_child=7 2 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.040350086835307171 0.024895644115904461 0.040716060767461884 -0.12433596753585233 0.038351181107835842 -0.038001804657007976 0.036873162641273126 -0.055442001908257224 0.00024611185277661856 0.021609571859719227 -0.059270964760399003 0.038983976869403497 -0.019602483530405432 -0.00048221358953048432 0.10138252435889206 0.019482105674781539 0.081369107045139624 -0.013041610127150247 -0.11678943870629399 -0.051133366347395862 0.023112138393546977 -0.060173831436530392 0.038918214558550851 -0.0055376017499063389 -0.021270462219470446 0.033594579190117775 -0.032684952519210712 0.02887376764999082 -0.009021924523238847 0.014054076301947951 -0.028058148871889954
leaf_weight=0.064112149516845074 1.4651260949176528 0.29578117833750539 0.43718074860803569 0.95271643026899155 0.94544035299622819 0.77202894273977918 0.80036346565793692 28.369083025857037 0.57415348663926014 0.54620242227974813 1.1583081969292823 1.1690595100972121 39.187253335943041 0.2546306796139105 0.097763790905331827 0.2257205089990747 0.5455109445611015 0.32705007627373561 0.44779226928949345 0.86446690908633173 0.19040474153718545 1.2502374872274225 2.3589553724716552 1.3501118618878525 0.97781366296112437 0.93192919832654197 1.7119474932551377 1.0970930494368074 2.0144598934166416 1.2092529786750663
leaf_count=46 29 21 84 21 31 22 40 2075 9 36 38 32 958 8 101 23 38 14 9 26 136 35 25 28 15 15 38 14 38 29
internal_value=1.50093e-05 -0.000670316 -0.0577305 3.9784e-06 -0.000594233 -6.03063e-06 -0.000485721 0.00145662 0.000265463 -0.0178218 0.000618289 -0.000171384 0.000240838 0.0158241 -0.000360391 0.00367018 -0.0447332 -0.0854288 -0.00752367 0.00992796 -0.0348521 0.000466193 0.00986205 -0.000233303 0.000369342 -0.000334596 0.000332106 0.0140733 -0.000578026 -0.00130769
internal_weight=92.592 62.7577 0.732962 62.0248 61.0721 60.1266 59.3546 29.8342 58.5542 1.12036 57.4339 56.2756 55.1065 2.04713 53.0594 1.7925 0.970325 0.424814 1.56678 1.11898 0.254517 52.0891 3.60919 48.4799 47.1297 46.1519 45.22 2.80904 42.411 40.3965
internal_count=4034 1930 105 1825 1804 1773 1751 2104 1711 45 1666 1628 1596 248 1348 240 153 115 217 208 182 1195 60 1135 1107 1092 1077 52 1025 987
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 0 2 1 1 2 0 0 1 1 2 0 2 2 1 0 0 2 0 0 1 0 0 0
split_gain=0.00909181 0.0291728 0.0273009 0.0703864 0.363617 0.813552 0.491337 0.122973 0.19931 0.17514 0.0979445 0.0817955 0.0776332 0.0678899 0.060546 0.190181 0.085595 0.154889 0.189307 0.118982 0.112869 0.0706251 0.134523 0.0519648 0.0496633 0.061143 0.105428 0.0520697 0.025211 0.110694
threshold=41.218101594450012 41.147265497500008 42.456897412850005 0.39408999735000005 0.35374689380000007 0.5054040298000001 0.50706565670000014 0.53866650695000018 41.942745071500006 0.42473279245000012 0.43401395170000007 41.741384785950011 0.56188437470000008 0.55677973715000018 0.34488488370000009 0.34479506600000004 41.319407281650008 0.48119816770000007 41.605323437500005 41.919251152600005 0.34569324270000007 0.4778150355000001 0.47769527860000011 42.488347682450005 0.4815274992000001 0.47736594710000008 0.32168198560000011 0.43780126340000008 0.47736594710000008 0.47700667645000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 4 14 -6 -7 -5 10 -10 -9 -8 -12 -11 15 24 -16 20 -19 -20 21 22 -18 -4 25 26 27 -2 29 -1
right_child=2 -3 23 7 5 6 11 8 9 13 12 -13 -14 -15 16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001959003511231384 -0.044017315985690073 0.018843554286677198 0.031964425402824535 0.02840750183555607 0.035104156948929328 -0.30283157877474487 -0.019364887880210787 -0.094105086250877032 -0.01143168595806552 0.10252151701536041 0.034203101390156684 -0.12116185809420309 -0.10169863499339234 0.029065016414510675 0.017327188107135759 -0.076559449762907378 -0.0085870056260380512 -0.0361953143272295 0.011378696404466301 -0.01534764523712117 0.032896229142965652 -0.012747967998017055 0.034388764420916068 0.00090219649564261405 0.027853159439338634 0.0021637363840350029 -0.10565294705919365 0.10046914376563204 0.001197715967647449 -0.067931108162398154
leaf_weight=2.5596310234483961 0.051968964210771018 0.89486661946102586 0.55468147699503134 1.7885282677625571 0.42935216619298344 0.15129191428422928 0.11703610100084916 0.32773100892518447 1.1939516883576287 0.20614024018868793 0.14324455708265305 0.24244962059310637 0.059490572418781085 0.32290535812899179 2.2412947313987415 0.44901730987476174 1.5793584535658729 2.3832936002872867 3.0113808792084455 3.7276383712887764 1.4435403488023437 2.1138032584422035 1.3517753407359123 18.543974876768242 0.40667350217700005 0.65238159627187997 0.15960681378692243 0.04795973002910614 44.905479719419439 0.28239429276436556
leaf_count=357 42 31 28 34 32 2 23 24 15 5 7 39 85 66 29 7 40 35 16 32 38 31 6 1517 15 6 24 4 1435 9
internal_value=1.44031e-05 0.000954904 -0.00103245 -0.00323469 -0.00560633 -0.0663589 -0.151647 0.0088288 -0.00671042 0.00979118 -0.060309 -0.0880203 -0.00567589 0.057687 -0.00269521 -0.0203494 -0.000947192 -0.00357091 -0.0119716 -0.00340478 0.00823988 0.0011848 0.0112325 0.00180434 -0.00120831 -0.0141684 -0.0552217 0.0253274 0.000619641 -0.00851424
internal_weight=92.3428 48.6424 43.7005 24.6018 20.5598 0.94013 0.510778 4.04199 2.25346 1.723 0.530466 0.359486 0.202735 0.529046 19.6197 1.76761 17.8521 15.6108 9.12231 6.73902 6.48848 5.04494 2.93113 19.0987 1.31859 0.911917 0.259536 0.0999287 47.7475 2.84203
internal_count=4034 1832 2202 657 421 96 64 236 202 86 116 62 92 71 325 98 227 198 83 48 115 77 46 1545 91 76 70 46 1801 366
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 1 2 1 0 0 1 1 0 1 2 0 2 2 0 1 0 0 0 0 1 1 2 2 0
split_gain=0.00855255 0.103862 0.0209797 0.0207293 0.031379 0.0489929 0.120191 0.0377995 0.0376003 0.0477285 0.0873311 0.0201267 0.0176056 0.0882857 0.0221464 0.0465166 0.12913 0.0505789 0.0371059 0.0230502 0.0865908 0.0778586 0.043128 0.0449448 0.0328237 0.235524 0.134489 0.018239 0.0900218 0.0347908
threshold=43.752965619700007 43.832725745850006 43.525909308350002 0.46898296455000005 41.806790701050012 39.458743938000005 0.32388251845000005 41.872294782850005 0.33204095685000007 0.43260680815000008 0.42018203045000008 0.34398670700000006 0.31060447290000009 0.39606598605000004 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.835088602800006 0.50922128080000018 0.34674111555000003 0.53242417890000004 0.48637765340000011 0.46495613905000005 0.39672464895000009 0.32168198560000011 0.34524415440000006 43.89540535710001 47.709122305950011 0.54228915300000013
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -6 9 10 -1 -5 13 -3 -14 19 -17 -18 -19 20 24 -21 23 -22 -16 -26 -27 -23 -29 -30
right_child=1 12 -4 11 7 6 -8 -9 -10 -11 -12 -13 14 -15 15 16 17 18 -20 21 22 27 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.10091708620093923 0.059145937874402615 0.015485533655257844 -0.015152805249777884 0.015618153122474632 0.088255212297105701 0.068776553769544405 -0.10107453401055698 -0.10113652925581225 -0.0087961622488287507 -0.10272558429341248 0.097124442534483463 -2.4098937646413338e-05 0.010415311972474785 -0.10728708578655465 -0.0097329531404538195 -0.10643888981703296 0.099902951646968344 -0.10129270673961044 0.034905888671263478 -0.10587214223086722 -0.10042235159489875 0.0029215220358612026 0.09297140369917492 0.06118052684221828 0.10116997222784396 -0.10355242186826562 0.019031841608185801 -0.10414469653778671 -0.029459056193412405 0.049166301218694607
leaf_weight=0.045056249898287049 0.31924827718820026 0.17977780212970618 0.93391311577118941 0.8308534378229514 0.012449921355255245 0.1947047043272504 0.053002752006477749 0.068626098337972508 1.0466924275862859 0.10425246565137058 0.044022635396686383 82.529057800685678 1.9505325283389536 0.086875711233005859 1.1930323541164409 0.14796913700411085 0.057207211066270247 0.034626330279621698 0.047365350917658589 0.078774447568264239 0.027512634759659593 1.0275218829383446 0.16272606773213028 0.045958584058098495 0.21998584457469395 0.14746574332093587 0.22768009071296547 0.098308330289000767 0.11059752802248113 0.11458503924768593
leaf_count=102 15 53 58 39 5 41 81 120 103 12 6 2518 11 17 8 13 5 36 214 134 55 7 47 5 17 31 32 200 10 39
internal_value=1.40764e-05 0.00357713 -0.000246433 -8.25157e-05 -0.0114708 -0.00816925 0.032433 -0.0720538 -0.01628 -0.0567971 -0.0030453 0.000131808 0.000599835 -0.0245138 0.00177637 -0.00272754 -0.0413993 0.027738 -0.0226128 0.000487521 0.0073528 -0.00923267 0.0642588 0.000665389 -0.000163872 0.0190188 -0.0291547 -0.00359785 -0.0243057 0.0105498
internal_weight=92.1404 6.27775 85.8626 84.9287 1.56881 1.48773 0.247707 0.081076 1.24002 0.193331 0.0890789 83.3599 5.9585 0.266654 5.69185 3.74132 0.287168 0.139199 0.0819917 3.45415 2.02436 1.42979 0.236197 0.0734712 1.78816 0.595132 0.375146 1.35101 0.323491 0.225183
internal_count=4034 949 3085 3027 470 345 122 125 223 120 108 2557 934 70 864 853 268 255 250 585 195 390 107 60 88 80 63 256 249 49
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 0 1 1 1 2 0 2 2 0 0 1 2 0 0 2 1 0 2 1 1 2 1 1 1
split_gain=0.00776529 0.0482127 0.0803598 0.0749162 0.0318068 0.027304 0.0223247 0.0296809 0.0207797 0.0136382 0.010941 0.0540259 0.0155806 0.022417 0.111477 0.0116062 0.0670663 0.0356987 0.0475037 0.0421829 0.011306 0.0623261 0.218855 0.199211 0.301033 0.145744 0.0597194 0.150408 0.0732 0.0560239
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.52453519355000011 0.36575252235000005 0.49830843385000007 0.31100865245000009 0.4349121284000001 0.43563066975000003 34.883496062400006 0.54562737640000014 35.171584490050009 35.782584506850007 0.50086823750000009 0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 37.038444968100009 0.36575252235000005 0.50278434775000014 36.491284729650012 0.36533337325000009 0.38780276035000005 35.879804895950009 0.39736834230000012 0.3975479776000001 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 -1 -6 -10 11 -2 -12 14 -14 16 17 18 19 -15 21 22 23 24 -17 -23 -27 -28 -29 -30
right_child=10 2 3 4 8 -7 -8 -9 9 -11 12 -13 13 15 -16 20 -18 -19 -20 -21 -22 25 -24 -25 -26 26 27 28 29 -31
leaf_value=0.10036031159085604 0.04301812238338986 0.10049054590186922 -0.10435188245914501 0.10071714476897264 -0.10086786466044775 -0.10498627217032373 0.10029688935498998 -0.087647647435745921 0.10044456615274443 -0.10018854937940498 -0.010710081273213172 -0.0093725101642945195 0.069631980370071983 0.033733273800098322 -0.032325344816427307 0.086752979420862575 -0.10436715860066655 -0.10042366757919835 0.10064000204316981 -0.10079000934788136 0.00026317738804606763 0.058178077540246342 0.033761790901976056 -0.11106825971176329 -0.11279964744647844 0.0053181613428749802 -0.10666148046079255 0.10048740997946999 -0.10091232608478092 0.078694475607993308
leaf_weight=0.010817779228050717 0.32785293793857917 0.072016868740320206 0.068908432498574257 0.040172028355300426 0.018959705381348613 0.070530394461457036 0.013399574207141995 0.037523960957625224 0.013324834406375885 0.0045432887909271349 1.3471589574805012 0.49252984100952091 0.23372909073077508 0.067153875206740987 0.19815380935742155 0.17184135452225324 0.070376580666561495 0.025165989063680172 0.057324176654219627 0.035702874031088072 86.404960738015006 0.39992108568549134 0.3985542431473732 0.3548048702300548 0.13497345894575119 0.58068007230758667 0.18940866325283423 0.071622475108597428 0.051044327081754659 0.026323194600369249
leaf_count=1 38 6 3 2 23 8 2 91 1 122 32 42 14 13 33 45 10 10 3 119 3254 11 5 21 3 5 20 2 59 36
internal_value=1.12229e-05 -0.0148514 0.0140557 -0.0286064 0.0391794 -0.0624774 -0.0139174 -0.0455758 -0.0279463 0.04943 6.80198e-05 0.0115646 -3.58305e-05 0.00012489 0.0228526 1.46503e-05 -0.0212586 0.0102978 0.0276933 -0.0129615 7.59234e-05 -0.00672462 -0.0247779 -0.0600417 -0.00103388 0.00778607 -0.0141411 -0.0475326 0.0276371 -0.0398037
internal_weight=91.9895 0.350197 0.217925 0.145908 0.0769999 0.132272 0.0617413 0.0483417 0.0368278 0.0178681 91.6393 0.820383 90.8189 89.4717 0.431883 89.0399 0.255723 0.185347 0.160181 0.102857 88.7841 2.37917 1.06017 0.66162 0.306815 1.319 0.919079 0.338399 0.14899 0.0773675
internal_count=4034 259 157 151 148 102 94 92 146 123 3775 80 3695 3663 47 3616 155 145 135 132 3461 207 74 69 48 133 122 117 97 95
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 0 1 0 1 0 1 0 2 1 0 0 1 2 2 1 2 0 1 2 2 0 0 2 2
split_gain=0.00782735 0.0259002 0.354447 0.130273 0.11107 0.0576989 0.0741386 0.0643415 0.147708 0.146383 0.0625264 0.151629 0.203274 0.098493 0.299139 0.120771 0.0795739 0.0666736 0.193636 0.0544313 0.107079 0.0812983 0.04477 0.0434293 0.136403 0.201112 0.0570659 0.0816458 0.135308 0.127928
threshold=41.218101594450012 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 0.52404119640000013 0.52284362740000012 0.38906020780000011 0.52005927965000021 0.38052752915000004 0.48597347385000006 0.36006406990000012 0.48797940185000005 39.792680591700012 0.36945001650000003 0.50086823750000009 0.48386275860000011 0.34656148020000005 40.159267750750011 40.844669808050007 0.42651417625000004 40.890797847750008 0.53043322055000008 0.34575312120000007 40.280372415600006 38.478081868400004 0.48028502140000007 0.47976108500000009 40.94178426300001 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 6 7 8 9 10 16 12 -12 14 15 -13 23 -14 -19 -4 -21 -22 -7 26 25 -25 27 28 29 -1
right_child=-2 2 19 -5 -6 22 -8 -9 -10 -11 11 13 17 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0019962768691367196 -0.00096775297546292159 0.0027103059550348395 -0.0021284886558222025 0.038543172869454717 -0.10408764799897961 -0.03482309756315051 0.024063450570032549 -0.017741037098881408 0.04271529636351986 -0.038863541618805952 0.10253488789265455 0.0073227478262827758 -0.009633121593086021 -0.022022572235299773 0.050652638886107985 -0.038686224098916845 -0.025647310328806374 -0.028079657908081514 0.10104227685402678 0.035472127332590433 0.018591433997213951 -0.034174995364320546 0.00094649469010322563 0.007924856428763281 0.010639931531516499 -0.12838314357244013 0.010387023752005224 -0.021393064792916482 0.051609677370307451 -0.050857980586297286
leaf_weight=8.1216020857798448 43.387946537454752 0.12521725843817222 12.831030928924116 0.97227180740446684 0.43803658241662902 0.76207897544736514 1.4885898283864651 1.6921567894169118 0.8775408435612907 0.88958110939711232 0.38241076003759988 1.5881635930854834 0.4872854296118021 1.195076208328828 1.2589626911794765 0.89039079982921965 1.1752301512751717 0.21047927334439009 0.25912331935251132 1.1926438240334385 0.59924654348287709 0.56946727789318174 0.6469716764986515 0.21195734310156555 0.65521063774212962 0.22120695552348479 5.9036796353757373 1.7826222106814391 0.51864539223606776 0.48530249210364296
leaf_count=281 2202 20 767 14 91 38 25 42 18 24 9 43 11 38 32 20 15 27 23 11 17 40 7 37 12 12 42 14 22 80
internal_value=7.73286e-06 0.000881621 -0.00244868 0.00248739 -0.0803453 0.00138168 0.0023017 0.00117716 0.0023578 0.00100798 0.00240729 0.011069 0.0409084 0.002967 0.0109574 -0.00920542 -0.000440625 0.01628 0.0431689 0.000439313 0.0143921 -0.00711953 -0.0183993 0.00121431 -0.0181446 -0.0616845 0.00246757 -0.00181856 0.0020052 -0.000983924
internal_weight=91.8201 48.4322 15.7556 32.6765 0.563254 31.7043 30.2952 28.8066 27.1145 26.2369 25.3473 6.27189 1.3393 4.93259 3.73752 2.47855 19.0755 0.956888 0.469603 15.1924 2.36136 1.16871 1.40905 17.9002 1.08837 0.433164 16.8119 10.9082 9.12555 8.6069
internal_count=4034 1832 946 886 111 872 827 802 760 742 718 203 70 133 95 63 515 61 50 835 68 57 45 500 61 49 439 397 383 361
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 0 2 1 0 0 2 1 0 1 1 1 1 1 2 2 1 0 1 0 1 2 1 0
split_gain=0.00790325 0.0341063 0.0687631 0.0281809 0.0366455 0.109455 0.0238191 0.100577 0.0500291 0.141993 0.170809 0.21718 0.0453563 0.0385783 0.0279575 0.0224484 0.094995 0.0796143 0.0750286 0.0550059 0.0446036 0.0550654 0.077317 0.0444996 0.0315271 0.0715286 0.0633332 0.0308722 0.076007 0.0771956
threshold=42.753078181500008 42.779078631750004 42.824128352900011 42.899217095850013 43.018222997350009 43.047778594550003 0.54228915300000013 0.54386096225000014 43.157831852650006 0.35374689380000007 0.4871261339500001 0.48637765340000011 43.272784938550004 0.39670967935000007 0.55769288345000012 0.34623214870000002 0.34527409360000011 0.34524415440000006 0.37078231190000005 0.34829795515000012 44.262924377150007 47.927946529500012 0.35862698720000002 0.45994131915000008 0.39814676205000005 0.53347205170000012 0.37473428940000003 43.487767439550005 0.3782970569500001 0.53242417890000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 8 -8 9 10 11 -7 -9 -14 -15 16 17 23 19 -17 -21 22 -22 -10 25 26 -20 -28 -29 -30
right_child=1 2 3 4 5 6 7 12 15 -11 -12 -13 13 14 -16 18 -18 -19 24 20 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0003862085025808351 0.02320294690177712 -0.056259677737741133 0.023397550480619971 -0.019146717475739948 0.063126887101149984 -0.10491770596427785 0.062129741705643109 -0.10169925144348689 0.0030784994755510939 0.045881210388059861 -0.11417576980621334 0.10395673155735129 -0.10141092491638329 0.060199418824535333 -0.0015842371160009177 0.014548487961348259 -0.033988763286136918 0.032755862740761428 -0.10406809363254076 0.098300703172922443 0.10058084989889278 0.09085372105906335 -0.10103836079558048 -0.019082994520944717 0.0016986759719819146 -0.10220603549469512 0.068335305232783722 0.086914142789783266 -0.10427819137453971 0.045180997405100967
leaf_weight=77.447711970542102 0.73218515508323889 0.20622685477473979 0.58458605977648304 0.84729525824705731 0.28936923839068995 0.090444532927420052 0.31775523908436187 0.045922814407276746 3.8256667662449786 0.18484248937389225 0.24614482745528221 0.11071613430976868 0.034798006784512836 0.084683602731615792 0.54200139286359672 1.1894009269017263 0.82058679990132066 0.75036306679248799 0.056016240119788452 0.16115972694552727 0.029103895649313927 0.066047902451828122 0.054895356799534056 1.1872470247471936 1.2543036410595236 0.10329870029818267 0.072987307590665296 0.060459609876488685 0.08933064330039997 0.056361581664532423
leaf_count=2699 15 15 28 56 14 50 8 28 161 10 5 1 34 22 383 15 47 5 7 28 3 4 61 37 144 13 9 12 117 3
internal_value=1.01688e-05 0.00218826 0.00103674 0.00193491 0.000936852 0.00238831 0.000851219 0.0153947 -0.00058109 -0.0278456 -0.0583121 0.010044 -0.00559787 0.00107387 0.00676455 0.0011817 -0.0021554 0.0023771 0.0080619 0.0243418 0.061771 0.022536 -0.0311817 -0.00217018 -0.00637005 -0.0294526 -0.00702917 0.0124441 -0.00734396 -0.0464593
internal_weight=91.5419 14.0942 13.362 13.1558 12.5712 11.7239 11.4345 1.02516 10.4094 0.632148 0.447305 0.201161 0.707406 0.661483 0.626685 9.77723 6.58386 5.76328 3.19337 1.50061 0.311207 0.150047 0.0839993 5.01291 1.69276 0.438454 0.335155 0.279139 0.206152 0.145692
internal_count=4034 1335 1320 1305 1277 1221 1207 475 732 66 56 51 467 439 405 666 250 203 416 111 96 68 64 198 305 161 148 141 132 120
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 2 1 0 2 2 1 2 2 2 2 2 1 2 2 2 2 1 0 0 0 2 0 2 0 2
split_gain=0.0073574 0.0266682 0.0402512 0.0242028 0.0683529 0.0359528 0.0286034 0.0705276 0.0335621 0.0206013 0.0201002 0.0657908 0.0782829 0.0584366 0.0514165 0.032457 0.027124 0.0395829 0.0124346 0.160625 0.0668912 0.0301047 0.127726 0.0859165 0.167696 0.042084 0.0820177 0.0488474 0.0618518 0.171344
threshold=49.283271594150008 0.39718870690000002 0.55677973715000018 0.31100865245000009 0.39672464895000009 48.86568841230001 0.31060447290000009 0.39606598605000004 44.952171034750002 47.709122305950011 0.34219035360000005 41.919251152600005 39.458743938000005 37.445036092900004 37.198331469900005 35.782584506850007 0.33204095685000007 35.419594101850009 39.420767558750008 39.525197829750006 39.256147742250008 0.34674111555000003 0.47565941140000007 0.4871261339500001 0.48028502140000007 38.969453495950006 0.5231430197000001 38.748048509250005 0.5017514446000001 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 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 6 9 7 8 -1 10 11 12 13 14 15 16 17 -5 20 -20 21 22 -12 24 -23 27 -27 28 29 -25
right_child=1 2 -4 5 -6 -7 -8 -9 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.10105186467355941 -0.0025003701369876088 -0.080699576422269825 0.070141978803779856 -0.10223437143697778 0.074323514077519179 -0.023803761504964258 0.013218547055208538 -0.10705485866340014 0.027162868106427332 0.012635395476237727 -0.0032920707126449971 -0.1014682054157984 0.037222221659136599 -0.10254127365780559 0.10059484046859737 -0.10426121215478544 0.050579018508518703 0.056586221365767381 -0.039513954057228212 1.5481755326856674e-05 0.027187060790692011 0.013380789639695221 0.049013847013091964 -0.0042635779120294218 -0.12082130326038121 -0.036770618772913759 0.0053347149870496338 0.022351538477496144 -0.0032262214708896394 0.058059403196107987
leaf_weight=0.023637484011287624 0.8642808748409142 0.096723214065917773 0.021650119384730715 0.04416177415492839 0.16228995930032386 0.63512524884936183 0.90985791990533471 0.073751136660575867 0.14980673044919968 1.2866023957324149 1.659532960744474 0.082038050161827414 0.23974927053131978 0.09853118119372084 0.035551305860280991 0.045135808504028319 0.050897041699499823 0.024342474061995745 1.0436488376517434 68.33920012949261 1.0258973786426384 0.20317825233841347 0.64958691061474372 1.3330411722245106 0.17187979753362015 0.83746890584006806 1.0336099558159046 1.1353685086415328 8.4498604094965852 0.65932025806978334
leaf_count=123 4 90 161 60 39 32 4 2 22 60 55 58 41 30 2 26 21 2 44 2252 30 43 21 45 4 16 48 32 642 25
internal_value=9.16959e-06 -0.00859709 -0.0531111 0.000102717 0.0135477 -9.64057e-05 0.00502324 -0.0251414 0.00968939 7.38303e-05 -0.000111592 -0.018047 -0.00533506 -0.0395025 -0.00845984 -0.0320231 -0.00471586 -0.0457987 1.69854e-05 -0.000579115 0.00242737 0.000852887 0.0114223 -0.000912631 -0.0481207 0.000403913 -0.013511 0.00265274 0.000510916 0.0163606
internal_weight=91.3857 0.982654 0.118373 90.4031 1.31934 89.0837 1.15705 0.247195 0.173444 88.4486 87.162 0.620407 0.538369 0.29862 0.200088 0.164537 0.119401 0.0685042 86.5416 69.3828 17.1587 16.1328 2.30912 13.8237 0.375058 13.4487 1.87108 11.5776 10.4422 1.99236
internal_count=4034 255 251 3779 190 3589 151 147 145 3557 3497 240 182 141 111 109 83 62 3257 2296 961 931 76 855 47 808 64 744 712 70
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 2 2 2 1 2 0 0 1 0 2 0 0 1 0 0 2 2 2 2 0 0 2 0 1 0
split_gain=0.0144339 0.0636672 0.0324461 0.0423794 0.0394122 0.00919247 0.0826014 0.0158318 0.0191148 0.0610418 0.184096 0.104898 0.114778 0.0860351 0.0397429 0.0337743 0.0154456 0.0737198 0.0919731 0.0708454 0.0637961 0.0405079 0.0462286 0.0503889 0.0195898 0.0190929 0.0154736 0.0151979 0.0510993 0.0156516
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 43.752965619700007 43.832725745850006 43.525909308350002 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46898296455000005 0.32388251845000005 0.46989611090000011 35.171584490050009 0.43513667255000005 0.50889194935000015 0.34524415440000006 0.47997065955000012 0.53158588065000012 44.262924377150007 48.86568841230001 43.89540535710001 47.709122305950011 0.53347205170000012 0.55677973715000018 47.927946529500012 0.46989611090000011 0.34440585610000002 0.47604862130000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 13 11 12 15 14 -2 -11 17 -8 20 -18 -19 22 -21 -24 -23 -26 -25 -10 -29 -30
right_child=5 -3 -4 -5 -6 6 16 -9 27 10 -12 -13 -14 -15 -16 -17 19 18 -20 21 -22 24 23 26 25 -27 -28 28 29 -31
leaf_value=0.033817859835616297 0.053363370516347902 -0.10372559267409505 -0.1003945701382581 0.10056202383552751 -0.1007364913708787 0.055274846980151442 -0.00069743879315306058 -0.013219812335591158 -0.012536201606109094 -0.020089967137924856 -0.10725895468946932 0.1021185045367155 -0.10300414173371063 0.10321728795425023 -0.03826486384760569 0.050722817975478576 -0.10420450092967458 -0.1017595478805805 0.076492685204842092 0.0025080059018912811 0.023414577888675309 0.10112714032889505 -0.10405235143519409 0.014274702702650913 -0.10041912079755827 0.058715862287102009 -0.046268492628765784 0.024374881351301753 -0.015054465016705598 0.00013231053905441516
leaf_weight=0.063110413757377581 0.067447648402775284 0.071314917411427814 0.023451230954378843 0.050418538972735405 0.033231459771762673 0.29717715580044846 3.5819100186126889 0.92245870416809239 0.9384218235378502 0.12841072714445545 0.21492572918759834 0.089099115488352254 0.11293014900093112 0.093217215006006882 0.15876055202511452 0.14165459643118083 0.072300543316961341 0.056172122038333216 0.29155272210735461 1.0251596277839778 0.14797377359536767 0.05332955066114653 0.092213090005316078 0.095921746542444453 0.011568090475861936 0.021649413684116325 0.075395539549617752 0.86957999272271891 0.6843714869867189 80.769825974591754
leaf_count=13 41 46 10 3 119 13 91 50 170 41 11 12 38 4 45 14 186 13 54 7 77 2 200 12 29 171 33 22 64 2443
internal_value=7.61683e-06 -0.0244061 0.00882697 0.0262798 -0.0125943 7.24047e-05 0.00391666 -0.000190328 -4.7699e-05 -0.0137464 -0.0305391 0.00438842 -0.0183473 0.0223711 -0.0109444 0.0170527 0.00115429 0.00430453 0.0404487 -0.00771969 -0.0110279 -0.00264718 -0.00709485 -0.0444509 0.063579 0.00329665 -0.0123699 0.000117887 0.000262133 4.7125e-06
internal_weight=91.255 0.241527 0.170212 0.14676 0.0963419 91.0134 5.82232 85.1911 84.2686 1.00645 0.68702 0.472095 0.382995 0.319425 0.226208 0.270065 5.52515 4.07761 0.495699 1.44754 0.204146 1.37524 1.28869 0.26353 0.0865471 0.0332175 0.171317 83.2622 82.3238 81.4542
internal_count=4034 191 145 135 132 3843 888 2955 2905 206 116 105 93 90 86 55 875 235 144 640 90 454 252 245 202 200 45 2699 2529 2507
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 1 1 1 1 2 2 1 0 2 2 2 2 1 0 0 2 2 2 2 2 0 1 0 1
split_gain=0.00777492 0.0253101 0.0215568 0.108788 0.552391 0.296928 0.380638 0.387092 0.163648 0.229791 0.15744 0.104674 0.0687816 0.20693 0.18664 0.103349 0.158001 0.0545854 0.0604117 0.0981028 0.0502948 0.0797955 0.0378417 0.0726458 0.0321855 0.0661922 0.0446554 0.295097 0.224217 0.103957
threshold=41.218101594450012 41.147265497500008 42.006870117350005 0.34656148020000005 0.34739977845000009 0.49336846205000007 0.36491422415000008 0.37003383130000006 0.4019490434500001 0.42039160505000012 41.827117825850003 42.047301293400004 0.34569324270000007 0.47961138885000004 41.50623664750001 41.481306584950012 41.872294782850005 41.385032804600009 0.34515433670000012 0.47736594710000008 0.53544804050000006 41.481306584950012 41.571132012400007 41.605323437500005 42.066503896600004 42.094663496250007 0.52507409960000018 0.37977904855000005 0.53158588065000012 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -5 -6 -7 -8 20 -10 22 -4 13 17 -15 -14 -17 -2 19 -19 21 -9 -11 -24 -13 -26 27 29 -28 -27
right_child=2 -3 11 4 5 6 7 8 9 10 -12 24 15 14 -16 16 -18 18 -20 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00057093534166398688 -0.0078783118446003348 0.017862608287500394 0.059616854150083054 -0.15939390052397248 -0.12201872107807717 0.10224334450197603 -0.11845501666719312 0.05046498255428368 -0.10875450710390225 -0.10275866353814822 0.078321497983905156 -0.0164915235431796 0.026639274271309493 -0.0091948483632064842 -0.075762386756846808 -0.02154001833221094 0.016775435415888631 0.015535954699275016 0.021265960281026796 -0.03518585296468079 0.044421267192241556 -0.032364033937932787 0.035959362440238792 -0.10158081533982487 0.029468582911990105 0.0026951184797848944 -0.10665773239110872 0.077897301418529782 -0.0036334106421976641 -0.026359150952883131
leaf_weight=47.141940376469961 3.1222486695296556 0.86196532538360671 0.30007353733508324 0.26335618644952719 0.2091887881051665 0.32880153506994281 0.30096730403602157 0.19903945730766259 0.26061348238727067 0.074785807575665331 0.18968648053942161 1.1039884755664413 1.9868519753217686 1.0141909639351068 0.72035125084221352 1.9986073379404841 2.332051008939743 0.96161418067575988 2.092024273782954 0.63189660897478461 0.67612516134977341 0.27982525434345007 0.10012216836003063 0.062294996590935625 0.78828668421737091 15.152084260429257 0.21907203710543299 0.50554760661522991 5.9134022179891019 1.3404473315834042
leaf_count=1801 24 31 15 2 14 8 10 22 15 33 33 15 18 31 20 34 12 43 30 10 2 35 11 44 15 599 172 106 664 165
internal_value=5.93353e-06 0.000881427 -0.000968551 -0.00363482 -0.0211939 -0.00762072 0.00205899 -0.013309 0.00386633 -0.0347619 0.0104102 0.000906118 -0.000155103 -0.00600589 -0.0368402 0.00775613 -0.000907222 0.00185033 0.0100921 -0.00457746 0.0268596 0.00206373 -0.0438972 -0.0167941 0.000202059 0.000972562 1.42054e-06 0.00264056 -0.00731378 0.000333703
internal_weight=91.1315 48.0039 43.1275 17.8046 2.94481 2.68145 2.47226 2.14346 1.84249 0.687503 0.426889 25.3229 14.8598 8.54233 1.73454 6.31751 4.33066 6.80778 3.68554 1.59351 1.15499 0.478865 0.237203 0.162417 25.0228 23.9188 23.1306 16.9981 6.13247 16.4925
internal_count=4034 1832 2202 451 229 227 213 205 195 136 121 1751 222 158 51 64 46 107 83 53 59 57 88 55 1736 1721 1706 870 836 764
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 2 0 0 1 0 1 1 0 2 2 0 0 2 2 2 2 0 2 2 2 1 1 0 1
split_gain=0.0130441 0.0574097 0.0306661 0.00789363 0.0932185 0.0277326 0.0267955 0.022419 0.149026 0.0868716 0.0919519 0.237341 0.290729 0.0779399 0.0594883 0.0439945 0.0239108 0.0947829 0.0912215 0.058952 0.179157 0.126246 0.0531474 0.0461945 0.0686042 0.216299 0.111986 0.231955 0.137616 0.0352046
threshold=0.39606598605000004 0.31060447290000009 44.952171034750002 43.018222997350009 43.047778594550003 42.899217095850013 42.824128352900011 0.48447651265000008 0.48797940185000005 0.34587287805000005 0.49336846205000007 0.35374689380000007 0.36359689830000008 0.48351845755000006 41.50623664750001 42.622319549950006 0.47976108500000009 0.48068920095000006 40.664404858950007 41.872294782850005 42.434124620650003 41.770271989050009 0.47754558250000007 40.241071441700008 41.360869295700006 41.741384785950011 0.34569324270000007 0.3459626957000001 0.48271009850000007 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 13 14 -10 -11 -12 -13 16 -9 -14 19 18 -18 21 -21 29 -22 -19 -25 -26 -27 28 -28 -2
right_child=3 -3 -4 4 -6 -7 -8 8 9 10 11 12 15 -15 -16 -17 17 23 -20 20 22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.10098848329769178 0.00028801902159523356 -0.10337160319088252 0.025821953420481093 0.059901047247117437 0.0010993536223933343 -0.018315244750546671 0.021317928050932754 0.034644534366359191 0.039800944523046049 -0.01830266532836931 0.039432055680075608 -0.070709777981209018 0.00040709938199867836 -0.023082147316244889 0.006280637900925392 -0.029493944227212993 -0.0025758443179011437 -0.017636750096142732 -0.038345087453246683 -0.083491081294522596 0.021612324025386792 0.044109936854536347 -0.019053559189280145 0.010254365034884744 -0.035742401839170698 -0.018514892570921728 0.083714474282176557 -0.0063484510629919768 0.016735983592526826 0.023153037960679149
leaf_weight=0.022147321553275812 14.580016237634512 0.064893910321231374 0.13724199635908008 0.27639747662760328 10.96494769051033 0.84411521960147595 0.58022348714348382 1.7489248244091862 0.53191863931715389 2.8150592225720166 1.4982561324723054 0.59170304256258432 34.346274814487671 1.691649758722632 1.2810584985418243 0.49922082557168224 1.430082670936826 1.3545462490210969 1.4218619419552849 0.32217687164347708 0.60087266162417996 0.72292148701672054 0.69093519516172819 5.2320773205978792 1.6857312321662901 1.2434233129024503 0.61866273428313456 1.7285247854888437 0.60846061259508133 0.70597955433709181
leaf_count=123 387 46 22 13 1112 54 28 37 19 36 36 32 1588 28 19 34 19 15 21 67 43 15 27 40 13 14 55 9 3 79
internal_value=5.43655e-06 -0.024081 0.0082015 6.50527e-05 0.00254514 -0.000286187 -9.23954e-05 -0.000251763 0.00126483 -0.000343915 -0.000881111 0.000446684 -0.00120159 -0.00214816 0.0226525 -2.12838e-05 -0.00107329 -0.00396234 -0.0204089 0.00143878 -0.0167767 0.00327523 -0.000138194 -0.000201367 0.00192306 -0.00548416 0.00666312 0.0172554 0.0505037 0.00134403
internal_weight=90.8403 0.224283 0.159389 90.616 11.2413 79.3747 78.5306 77.9503 43.3124 40.2824 39.7505 36.9355 35.4372 34.6379 3.02998 34.8455 32.9463 15.3234 2.85194 17.6229 1.61398 16.0089 1.29181 12.4714 11.1169 5.8848 4.19907 2.95565 1.22712 15.286
internal_count=4034 191 145 3843 1125 2718 2664 2636 1801 1745 1726 1690 1654 835 56 1622 807 189 40 618 137 481 70 149 134 94 81 67 58 466
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 1 1 2 1 0 2 2 1 2 0 0 0 2 0 2 1 2 0 2 0 2 0 2 1
split_gain=0.00728152 0.0825949 0.0778062 0.148967 0.0944273 0.0560847 0.0812929 0.211049 0.0517835 0.0450876 0.170046 0.125975 0.167452 0.130572 0.118919 0.254022 0.0781215 0.203658 0.0766253 0.286839 0.170848 0.110612 0.11042 0.1244 0.052316 0.0495289 0.0424247 0.0360451 0.162011 0.26845
threshold=0.4815274992000001 0.48119816770000007 0.3453339720000001 0.34545372890000009 41.50623664750001 0.48244064550000004 0.34566330350000002 0.34575312120000007 42.779078631750004 0.34515433670000012 0.47976108500000009 42.141702038450013 41.535369675400013 0.34569324270000007 42.753078181500008 0.47754558250000007 0.47943175355000006 0.47817430615000006 40.206947806850003 0.47997065955000012 39.577821550850011 0.34674111555000003 41.218101594450012 0.47976108500000009 44.169240047700008 0.47769527860000011 43.047778594550003 0.48797940185000005 42.047301293400004 0.34608245260000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -2 -5 -7 -8 -6 10 16 12 18 -14 15 -13 17 -1 19 20 21 -11 23 -20 26 -26 -16 28 -9 -30
right_child=2 -3 3 5 8 6 7 27 -10 11 -12 14 13 -15 24 -17 -18 -19 22 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00051977320552330135 0.024258520776715104 -0.022766233232626245 -0.066978584320504908 -0.019187934079844801 -0.013725960606149893 0.020884875567284009 -0.051249013166811977 -3.0940567825262306e-05 0.012629195040394293 0.10279732631811367 -0.038608088422066603 0.011685752159554979 0.014689731313018751 0.064052363128813322 0.0025651817770939119 -0.10830480539902593 0.020781114661755598 -0.049694484918928333 0.0028433837800014997 -0.077665950719497112 -0.016519915145536797 0.0052911807057494983 -0.0063029038399640596 0.039410007760208414 -0.013084193376140968 0.07962505527553182 -0.028381639183715165 -0.00050275949505563936 0.10327931854920953 0.0017383587945412539
leaf_weight=10.490532775884372 2.9366932716220608 1.6864332375116635 0.33539793128147621 1.5015601266107683 1.543553061783314 1.8707740078680206 0.80151400528848071 4.8207554154796517 1.4419864774681626 0.25303033231131145 1.287771158851682 0.3417846719844414 1.454858195560518 0.84832369196010393 1.2432133488989623 0.36468516326567624 1.5216487270081405 0.87506908160867247 2.1022098834371268 0.5299757272878195 0.89901350633908805 0.21536852353609071 3.1659643803259314 1.668984838761389 0.098293260042737418 0.13927792850881815 0.68820447110161342 44.47471981944004 0.43716561689507194 0.64378677454823219
leaf_count=661 30 16 16 17 29 20 16 45 11 9 15 28 28 39 38 42 15 22 26 10 13 45 18 17 76 6 83 2567 54 22
internal_value=9.03352e-06 -0.0012694 0.000637122 -0.000537885 0.0115268 -0.00012938 0.000410078 -0.000338363 -0.000996677 1.67049e-05 -0.0039598 0.00403913 0.00885671 0.0328713 -0.0146212 -0.0502543 -0.000497535 -0.00334636 0.00259606 -0.0152116 0.00899419 0.0579643 0.00746665 0.0190264 -0.00301494 0.0412673 -0.00846182 0.00047165 0.00781471 0.0428042
internal_weight=90.6825 29.8746 60.8079 54.8857 5.92223 54.5503 53.0487 51.1779 2.98554 28.1882 14.175 14.0132 11.1377 2.30318 2.87546 0.70647 12.8873 11.3656 8.83455 1.89739 1.36741 0.468399 6.93716 3.77119 2.16899 0.237571 1.93142 50.3764 5.90171 1.08095
internal_count=4034 1207 2827 2757 70 2741 2724 2704 40 1191 713 478 205 67 273 70 698 683 138 77 67 54 61 43 203 82 121 2688 121 76
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 2 0 1 0 0 2 1 0 0 2 2 1 2 0 0 1 0 2 1 0 2 2 0 0
split_gain=0.00789655 0.166282 0.285458 0.0857199 0.0648747 0.074334 0.0606867 0.107348 0.196433 0.0469707 0.0488275 0.0414165 0.14559 0.0294253 0.272432 0.182322 0.138992 0.0774448 0.0714632 0.0556406 0.147195 0.0539244 0.198976 0.356662 0.151115 0.0899992 0.0817901 0.0823645 0.0621356 0.0558111
threshold=40.206947806850003 40.316494640950005 0.48386275860000011 40.137820134150012 40.040005255000004 39.896141435400004 39.685256516350002 0.50410167360000013 0.39045238170000002 0.48351845755000006 0.52770875125000016 40.467253020850002 0.39591628995000006 0.54228915300000013 0.54386096225000014 39.458743938000005 39.420767558750008 0.42039160505000012 39.184300550350009 0.5398790455000001 0.53928026105000015 0.39072183470000005 0.52770875125000016 39.110279783550006 0.39045238170000002 0.52925062125000011 39.458743938000005 39.184300550350009 0.53866650695000018 0.52005927965000021
decision_type=2 2 2 2 2 2 2 2 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 13 -8 -9 -7 -11 12 -3 17 -15 16 18 19 -16 20 21 24 23 -23 26 -24 27 29 -27 -1
right_child=1 11 -4 -5 -6 9 7 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 25 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0040807148475189067 0.0087605897333342831 0.027531683906110483 -0.068978078019647143 0.026801352050533595 -0.022758168788455907 0.0020178979833949139 -0.042437939571754311 0.045014825163556094 -0.032126771397398113 0.041561995107438923 0.0091004666349842975 -0.00039865085120126709 -0.010990791449486174 -0.1096965183473462 0.0032603102975355541 -0.10795108015075282 0.091534868067263436 0.034292478179262217 -0.067420853752695853 -0.024270166861261183 0.044095094618860971 -0.13638562151756922 0.032055048718589996 0.061872243840232134 0.041733373413870151 -0.033152467516527888 -0.021715215241248864 0.031245628600553601 0.011259525003475379 0.01587482152440893
leaf_weight=6.7189791582825222 0.95155970938503631 2.1779631605313621 0.93795429637521011 1.2685663090536525 1.1768199663691508 1.5093541342369001 0.92950802762061302 0.58909892546944298 0.75078813451585802 0.95282295253127791 0.90204186380492501 56.088325634785562 1.7852607351881031 0.24195223665447096 3.1018304538389638 0.15004025252980557 0.17480898545545631 0.74284016771707762 0.14996144772476316 0.81027644127607423 0.81002888828516084 0.2950569857839026 0.60456031479407091 0.1310376143665053 0.92832346260547716 0.75681190653995123 1.5322335388045765 0.94220234279055226 0.53964965790510178 1.7708909979555754
leaf_count=393 9 32 36 31 30 8 17 17 32 9 46 2535 29 9 485 16 7 12 24 8 6 48 20 22 13 45 38 21 2 34
internal_value=1.4052e-05 -0.000619624 -0.0298289 0.00139221 0.000207683 0.00124577 -0.000812594 -0.0163253 0.00178954 0.0151167 0.0257756 0.000299441 0.010179 0.000912992 -0.00700122 -5.4098e-05 0.00467038 0.00273542 7.38342e-07 0.00125551 0.00263164 0.000269669 -0.0136515 -0.075415 0.00299373 0.000192121 -0.000286269 0.00319485 -0.0146661 8.17846e-05
internal_weight=90.4215 61.9411 1.88951 28.4805 27.2119 26.0351 22.6709 2.2694 1.33989 3.36422 1.85486 60.0515 3.96322 20.4015 3.81859 3.57664 3.4266 16.5829 3.25179 15.8401 15.0298 14.2197 2.32712 0.426095 11.8926 1.90102 10.9643 9.43207 1.29646 8.48987
internal_count=4034 2641 45 1393 1362 1332 1269 66 49 63 55 2596 61 1203 541 532 516 662 509 650 642 636 137 70 499 67 486 448 47 427
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 1 0 1 1 0 1 2 0 2 2 0 2 2 0 1 2 1 0 2 2 2 0 1 0
split_gain=0.00757058 0.0646288 0.151117 0.0578303 0.0375075 0.106727 0.0286104 0.0573891 0.0369974 0.0530123 0.0460346 0.0457601 0.041242 0.0767046 0.037706 0.14679 0.0373295 0.0385345 0.0322017 0.0782999 0.0195581 0.061968 0.0459658 0.0475703 0.0678241 0.182092 0.169054 0.0624311 0.0549246 0.253279
threshold=0.42780156285000009 0.54386096225000014 0.54064249575000012 0.55386066285000013 0.55538756325000016 0.54797760550000019 0.43287626120000006 0.55832160710000012 0.43639411995000005 0.43691805635000008 0.56188437470000008 0.46476153410000004 38.903925214650009 0.5681267027500001 38.748048509250005 38.625745710700009 0.56643513670000012 39.458743938000005 42.402981339000007 0.57402472980000019 0.42114008565000011 41.066313126200008 0.41988263825000011 0.5398790455000001 38.625745710700009 40.340071172300007 41.178189531300006 0.53833717555000005 0.39587138110000003 0.53475943835000017
decision_type=2 2 2 2 2 2 2 2 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 20 5 -3 -6 -8 -9 -10 -11 14 -13 -14 15 -12 -16 -18 19 -19 22 -22 23 27 -25 -26 -27 28 -1 -30
right_child=1 4 -4 -5 6 -7 7 8 9 10 11 12 13 -15 16 -17 17 18 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00028988687899560324 -0.084283156612754581 0.0079348171732511064 0.096703212152542586 -0.022239496592329076 0.037261899217105036 -0.084692298557149298 0.040290767608698208 -0.040940579670671128 0.057850504755023714 -0.045209744853944293 0.00057511794202996477 -0.10404465973953224 0.087530615939812831 -0.075520552651033565 -0.018165158183870028 0.10628480443619021 0.025097906720056191 -0.061433098483493369 0.0072452211337071318 0.0020092165533196456 -0.026234266293481037 0.011922826166742728 0.017178630606751521 0.0064243846525452054 -0.056192504548340572 0.03433475220724904 -0.030935468979996463 0.010391722533825986 -0.075067746371306088 -0.00024968766275766137
leaf_weight=65.339846023927294 0.060860662354086936 0.3645853090138188 0.19065854721702635 1.1798306953567124 0.2409789775365424 0.18881662730200333 0.37112605414290545 0.21530849800546992 0.16101681685540814 0.21973999412148248 0.59925444440403897 0.075267344739429975 0.048439588164910674 0.071349244969738379 0.92109932343100798 0.16824017465114594 0.71850646008533692 0.2687145354211683 1.7246652926891952 0.70473129525566947 1.0249858778424812 0.72784602748197347 1.5794228063896287 1.4592961929847654 0.91678902041167054 0.7488474817946551 0.84414007754025988 5.8952781269908874 0.54727128268092373 2.611898216069676
leaf_count=2044 91 16 6 88 35 42 18 19 10 15 94 241 4 519 39 1 23 27 136 52 19 28 23 34 19 6 55 40 261 29
internal_value=1.40246e-05 0.00309823 0.0529095 -0.000258141 0.00132411 -0.0236689 0.00344923 0.00214916 -0.000251548 0.00129055 -0.000359286 0.00150014 -0.0460357 -0.00958677 0.00331635 0.0237474 -0.000298621 0.00451809 -0.000962313 -0.0155037 5.93087e-05 -0.0103899 0.000288419 -5.2005e-05 -0.0107189 -0.0206867 -0.000252592 0.000517092 -0.000332755 -0.0132106
internal_weight=90.1888 7.31336 0.251519 82.8755 7.06184 0.553402 6.50844 6.26746 5.89633 5.68102 5.52001 5.30027 0.195056 0.119789 5.10521 0.767495 4.33772 3.41662 2.69811 0.973446 81.6956 1.75283 79.9428 78.3634 3.96907 2.50978 1.59299 74.3943 68.499 3.15917
internal_count=4034 1388 97 2646 1291 58 1233 1198 1180 1161 1151 1136 764 523 372 95 277 238 215 79 2558 47 2511 2488 114 80 61 2374 2334 290
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 1 1 0 0 1 0 2 1 2 0 2 0 2 2 2 0 1 2 0 2 1 1 2 1 2
split_gain=0.00797682 0.210985 0.412083 0.0962063 0.09328 0.0852007 0.0796012 0.190263 0.0366637 0.304229 0.299352 0.0429622 0.362179 0.311557 0.226078 0.165551 0.0450332 0.132691 0.0363085 0.0274938 0.274124 0.0888129 0.121711 0.128147 0.135511 0.103143 0.0733724 0.243418 0.141962 0.0863302
threshold=0.5223196910500002 0.38906020780000011 39.051326806600009 0.52005927965000021 0.5231430197000001 0.38052752915000004 0.3782970569500001 0.5098649741000002 0.50339810185000011 0.37078231190000005 0.5054040298000001 38.244973486750006 0.36006406990000012 39.952536079750011 0.50278434775000014 47.927946529500012 0.47565941140000007 36.957836847500012 35.171584490050009 41.319407281650008 0.48597347385000006 0.3459626957000001 41.872294782850005 0.49336846205000007 42.094663496250007 0.34674111555000003 0.34512439750000007 40.636252116050009 0.3447052483500001 40.984321400500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 6 7 8 11 10 -10 16 19 -14 15 -15 -1 18 -18 20 26 -21 -23 24 -24 -26 27 -13 -29 -28
right_child=4 2 -4 -5 -6 -7 -8 -9 9 -11 -12 12 13 14 -16 -17 17 -19 -20 21 -22 22 23 -25 25 -27 29 28 -30 -31
leaf_value=-0.0033916764970794017 0.026537635578305192 0.037190152540795184 -0.12207768506470416 0.032639474960894491 0.00010109430402724586 -0.030385153071194396 0.032967739876148941 -0.049860196324997871 0.089000033419385088 -0.044151325629842024 0.00021050348465354303 0.001190172430920709 -0.13721550945913116 -0.095407749705314571 0.10439533398204218 0.089483819520138883 -0.011342744510476808 0.055671664071477694 0.01629463445278247 0.0013508692693649503 0.04589768743577749 -0.035765827605935711 0.024122358299633443 -0.030806819662020979 -0.032296846525625721 0.0051947965660461204 -0.0010429254688171629 -0.0086373196630032834 -0.0701319132965183 0.017913901476061905
leaf_weight=1.6925460139869333 1.4022962617091277 0.27638576454603736 0.39409148985938103 0.88884300738391075 27.683003360720562 0.93921082984888826 0.72223615382608741 0.76857686212861054 0.64569542417302661 0.65995021052367508 0.92180503177223727 5.818179155734021 0.3587667981046242 0.23536514495586403 0.12195783853530884 0.06097397580742836 0.84485858120206137 0.67640856932848681 1.0868635678198186 21.522612698555196 1.3755014408379782 1.5896964205894608 1.8663642288593107 1.4630571492016313 1.2402803310251331 1.7968585315837797 7.9772393924639555 0.65977924055073323 0.87097643781453371 3.4375237930617004
leaf_count=216 29 21 84 21 2075 31 22 40 31 33 19 95 16 113 1 4 27 27 27 694 51 35 15 19 41 24 137 33 16 37
internal_value=1.3251e-05 -0.000637301 -0.0564239 -1.64123e-05 0.00137569 -0.000505449 -2.50284e-05 -0.00043806 0.000229236 0.0128053 0.0367853 -0.000282917 -0.00110165 -0.0688438 -0.0102024 -0.0573649 0.00931092 0.0175543 0.00420714 -4.07439e-05 0.0028072 -0.00198639 -0.0110141 -0.00483367 0.00291593 -0.0101157 -0.000351612 -0.00814504 -0.0436268 0.00466587
internal_weight=89.9979 60.9126 0.670477 60.2421 29.0853 59.3533 58.4141 57.6918 56.9233 2.22745 1.5675 54.6958 50.3951 0.777064 0.418297 0.296339 4.30068 2.60813 1.93172 49.6181 20.1392 29.4789 7.95626 6.36656 4.9035 3.03714 18.7637 7.34893 1.53076 11.4148
internal_count=4034 1930 105 1825 2104 1804 1773 1751 1711 83 50 1628 1331 134 118 117 297 81 54 1197 369 828 134 99 80 65 318 144 49 174
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 2 1 1 1 2 0 0 2 1 1 2 2 1 2 2 2 1 0 0 0 1 2 2 1
split_gain=0.00722012 0.0681219 0.063424 0.0890672 0.10739 0.102847 0.0810093 0.0560036 0.0517295 0.0302148 0.146573 0.189302 0.106387 0.0817478 0.11209 0.120935 0.111789 0.0677276 0.147015 0.049394 0.542747 0.139886 0.081853 0.373844 0.262524 0.089989 0.0447261 0.0938051 0.0521358 0.0415545
threshold=0.4815274992000001 0.48119816770000007 0.3453339720000001 0.34569324270000007 41.218101594450012 0.48271009850000007 41.50623664750001 0.34575312120000007 0.34494476210000008 0.3453339720000001 40.280372415600006 0.47997065955000012 0.48028502140000007 42.456897412850005 0.34545372890000009 0.34560342505000002 42.753078181500008 41.535369675400013 0.34584293880000011 40.984321400500008 41.319407281650008 40.720231579350006 0.34479506600000004 0.47865333370000007 0.4784437592000001 0.47464147780000004 0.34569324270000007 43.426640904350009 43.525909308350002 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -4 -5 -2 -7 -8 12 11 -11 19 14 -12 -16 -15 -17 -19 21 -21 22 24 -24 25 -1 -18 -28 -29 -22
right_child=2 -3 3 5 -6 7 8 -9 -10 10 13 -13 -14 16 15 17 26 18 -20 20 29 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0056180769913787773 0.022527956704222668 -0.020734122953510115 -0.0022823383357967629 0.029462380620470775 -0.039868557156481244 -0.02967145680513212 -0.014631548554366422 0.00027772597321333695 0.01175209291345604 0.00091513334337566552 0.041432155858029229 -0.07195890528990849 -0.030296914500736061 -0.070701023993016462 -0.01278911683132552 0.010339342546748096 0.010197461327887987 0.094774754931699623 0.011698836736775972 -0.10110762959150091 0.0027988956547909875 0.059122053269754719 -0.014190068980079776 0.058501985707794461 -0.053044819634918354 0.027953831043265032 -0.10277914228349878 0.094103921617084599 -0.025220786860545859 -0.02080987759339761
leaf_weight=2.2399038465805972 2.869524922221891 1.6943690332118411 2.0055939806625243 1.2050871837306179 1.2241272495593873 0.63240859471260691 1.4405632847920062 49.156208568464017 1.5349831916391847 1.1139466516066336 1.3677034301217643 0.52419965728768136 1.2714541368186463 0.24597234167367776 1.6395090951118616 1.7514460116393595 1.2322790050961883 0.34960374391084759 0.54522266685125942 0.55519431659672491 8.3918455269924088 0.45926218093086379 1.7511730176032023 1.1870651466306297 0.94659318833146233 1.2406814258138181 0.11629058964830097 0.054892024127184413 0.10997970951302705 0.81823415161488888
leaf_count=204 30 16 21 60 36 4 20 2636 20 59 20 10 14 37 20 20 48 9 41 31 381 13 92 12 14 15 32 8 85 26
internal_value=1.29247e-05 -0.00126517 0.000642878 -0.000423976 -0.0165282 0.000595999 0.0105398 -0.000102685 -0.00102113 -8.33472e-05 0.00466616 -0.0224042 -0.0023625 0.0106483 0.0165066 0.00855223 -0.00817593 0.0217744 0.0441561 -0.000343317 -0.00508678 0.00557657 0.00223781 0.0151779 -0.00635032 0.00634889 0.00198597 -0.0340034 0.0145069 0.000701465
internal_weight=89.6753 29.6068 60.0685 54.2234 3.22972 50.9937 5.84507 49.7886 2.97555 27.9125 9.05104 1.63815 18.8614 7.4129 5.65348 4.28578 1.75941 2.64627 0.894826 17.59 9.76527 7.82468 7.36542 2.93824 4.42718 3.48059 1.51344 0.281162 0.164872 9.21008
internal_count=4034 1207 2827 2757 57 2700 70 2640 40 1191 389 69 802 320 110 90 210 70 50 788 438 350 337 104 233 219 173 125 93 407
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 2 2 1 2 1 0 1 0 1 0 1 0 2 2 0 0 0 2 1 1 1 1 2
split_gain=0.0104478 0.0527501 0.0447458 0.0223599 0.20588 0.0757249 0.142562 0.0701437 0.0694682 0.0877474 0.0550824 0.126683 0.065682 0.0539032 0.0349881 0.182429 0.138764 0.41035 0.0699807 0.0343461 0.101914 0.231962 0.125487 0.144899 0.097088 0.034709 0.0301528 0.0258003 0.025681 0.0210639
threshold=42.456897412850005 42.488347682450005 42.402981339000007 0.47997065955000012 0.48028502140000007 0.47396784530000008 42.686561923500008 48.457543166250012 42.779078631750004 0.34566330350000002 48.226196960950006 0.34219035360000005 0.37331217625000007 0.34398670700000006 0.48447651265000008 0.34542378970000004 0.4815274992000001 0.34584293880000011 0.48797940185000005 43.120094701700005 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 43.131467368600006 0.42114008565000011 0.3459626957000001 0.35862698720000002 0.31100865245000009 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 -7 10 -8 -10 11 12 -3 -13 15 -6 -17 -18 -16 20 25 -22 -23 -24 -21 -20 -19 -15 -9 -26
right_child=1 3 -4 4 14 6 8 28 9 -11 -12 13 -14 27 18 16 17 26 19 24 21 22 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00029616352093104819 0.032689172221977258 0.033773723416852475 -0.026912996925900025 0.09077614943997353 -0.0033635291812703968 -0.103199010363939 0.0056981165551048497 0.0051113006244512572 -0.10226816502056593 -0.0046724071077940054 0.10185671840654131 0.10261471227909409 -0.10111420153220319 0.045138899195672572 -0.044323652565468878 0.086754972848711309 -0.12429637475043456 0.10185411944451564 0.010573098662523048 0.10217639185275491 -0.11052500752866933 0.057829210555676185 -0.10635866885540185 0.023036446618121334 -0.013639695797974289 -0.011210861976759611 0.038708798625803974 -0.10033541161403442 -0.012321700763612121 0.0065584879602673916
leaf_weight=70.335506629565572 0.54826090433971941 0.059134219773116725 0.63731968311242226 0.26455678232014079 2.6679265541024502 0.1973390603379811 0.78362645750166826 2.0480752540752296 0.16148472431405025 0.21448146440820892 0.10823719948530197 0.14973154664039612 0.092673434449977776 0.028284108875709535 0.37044934443321054 0.46430376631906245 0.15356218256056309 0.18117598548997194 1.819420634972629 0.10267796169091514 0.28713895240798581 0.22483806463424116 0.16396255917385361 0.1832833222233603 0.59782245784299437 1.2231350845177074 0.12979838717728853 0.021427213359743291 1.4385608884331302 3.7869213546814215
leaf_count=2461 28 11 28 3 25 31 12 25 82 50 2 2 143 5 29 16 3 52 22 10 10 9 26 32 8 32 4 75 26 772
internal_value=1.61993e-05 0.00213465 -0.000535177 0.00120005 0.00348952 -0.00424875 -0.0246268 0.00275854 -0.0112554 -0.0465917 0.0394847 0.0202649 -0.0485708 0.0726597 0.00162067 0.00992493 0.0480936 0.00945165 -0.00178911 8.9123e-05 -0.0067728 -0.0371853 -0.000374832 -0.0380613 0.00605551 0.00181575 0.0754977 -0.0175653 -0.00208143 0.00380464
internal_weight=89.4451 18.4723 70.9728 17.924 12.621 5.30306 1.35693 3.94612 1.15959 0.375966 0.459488 0.351251 0.151808 0.199443 12.3564 3.59677 0.92884 0.464537 8.75965 8.3892 3.90178 0.859223 0.572084 0.347246 4.48742 3.04256 0.310974 0.0497113 3.48664 4.38474
internal_count=4034 1545 2489 1517 1053 464 175 289 144 132 238 236 154 82 1050 100 75 59 950 921 131 77 67 58 790 54 56 80 51 780
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 2 0 1 0 1 0 1 2 0 1 0 2 1 1 1 0 1 1 1 1 1 2 1
split_gain=0.00854144 0.043168 0.036338 0.0212168 0.064307 0.0201476 0.104278 0.0988669 0.0464678 0.0343373 0.0274869 0.0236602 0.142529 0.116411 0.190748 0.136411 0.107997 0.0969427 0.0569938 0.0496268 0.0611988 0.168988 0.0414007 0.0464885 0.0825254 0.0632172 0.0612782 0.0357181 0.0259343 0.0208097
threshold=42.456897412850005 42.488347682450005 42.402981339000007 0.31060447290000009 0.39606598605000004 0.54386096225000014 0.43639411995000005 42.536568606950006 0.54228915300000013 0.44805544745000009 0.5654770815500002 0.38370108680000009 0.50889194935000015 0.35275889945000011 42.779078631750004 0.49949103320000005 0.39814676205000005 0.47817430615000006 42.660927378600007 0.34739977845000009 0.34575312120000007 0.3459626957000001 0.48351845755000006 0.3453938505000001 0.34515433670000012 0.34542378970000004 0.34488488370000009 0.39193437325000008 43.218894539100006 0.45107930900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 8 -7 -8 11 10 -9 12 13 18 -15 17 27 -16 -5 20 22 -22 23 24 26 -25 -20 -13 -26 -11
right_child=1 3 -4 5 -6 6 7 9 -10 29 -12 16 -14 14 15 -17 -18 -19 19 -21 21 -23 -24 25 28 -27 -28 -29 -30 -31
leaf_value=-0.00026651439464320963 0.029713066416872453 0.0077651404875269184 -0.024279452133561197 0.02607403781909531 -0.10590891284338128 -0.083077071863764215 0.10203921482509276 0.0055024932226090178 0.032479909654574327 0.005319066294630739 -0.10269624395510438 -0.033366919597401283 0.057178447495289823 -0.09704879236165484 0.03007598573119686 0.049970494796398063 0.0012193535932796533 -0.11274493254349199 0.00048687023536538563 -0.022103483091575782 0.085690141303629702 0.0033840590266510486 -0.018624410160525191 0.0013407065696529599 -0.03300769716862053 0.053798106665631763 0.028133991676830006 -0.10249921640948204 -0.0057601319133817382 -0.019284894428573222
leaf_weight=70.343724146642003 0.54314366569178929 0.15252550458190484 0.63588560553421203 1.0394442163524189 0.073868247254722519 0.16948683590840019 0.088534315407741704 0.037126908698155492 0.5061723885592081 1.0474166148064794 0.063871569773823467 0.17292334275953214 0.47244408136612115 0.31015812503983475 0.076623156528000891 0.27241549710743129 1.7719449311909574 0.12515289493603632 4.1258839270358241 0.81930354542043993 0.32827184306393142 1.0389684503861643 1.0128340371884403 0.53838246254599642 0.81556783798077936 0.40072479287209717 0.99503198197635345 0.1316199795349462 0.61102623434999259 0.51169889293316817
leaf_count=2461 28 105 28 31 22 87 3 7 13 12 46 25 35 10 79 24 157 14 103 12 72 35 20 5 38 41 21 122 13 365
internal_value=1.44958e-05 0.00194384 -0.000481639 0.00109216 -0.0293247 0.00148604 -0.00818418 -0.000925222 0.00267775 -0.00641634 -0.0629225 0.001676 0.00326128 0.00122505 -0.0360727 0.00381048 -0.00823517 -0.0585096 0.00372 0.00154559 0.00350934 0.0231456 0.00035061 0.00291766 -6.66843e-05 0.0237247 0.00585891 -0.0632451 -0.0213373 -0.00275591
internal_weight=89.2322 18.2526 70.9796 17.7094 0.226394 17.483 1.91814 1.74865 15.5649 1.66011 0.100998 15.0587 12.9822 12.5098 0.78435 0.474192 2.07649 0.201776 11.7254 10.686 9.86669 1.36724 8.49945 7.48662 6.54751 0.939107 5.12092 0.304543 1.42659 1.55912
internal_count=4034 1545 2489 1517 127 1390 520 433 870 430 53 857 553 518 127 117 304 93 391 360 348 107 241 221 175 46 124 147 51 377
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 2 1 0 2 2 0 2 2 0 2 2 0 2 0 1 2 0 2 2 1 0 0 0 2 1
split_gain=0.00792251 0.0231466 0.0374317 0.017883 0.0621844 0.0336684 0.0229487 0.0558126 0.0298861 0.0396321 0.019976 0.0431307 0.0522303 0.0357198 0.107382 0.0266746 0.030053 0.0244142 0.0810535 0.0204482 0.0663556 0.162334 0.0329131 0.110902 0.0161956 0.0184739 0.0180159 0.0941819 0.0779415 0.25557
threshold=49.283271594150008 0.39718870690000002 0.55677973715000018 0.31100865245000009 0.39672464895000009 48.86568841230001 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.44284602260000011 39.458743938000005 48.457543166250012 0.40750276940000008 41.872294782850005 35.782584506850007 0.42569084760000003 40.00488309970001 0.43513667255000005 0.34311846950000008 38.064633603500006 0.46989611090000011 39.110279783550006 43.572676689450006 0.34398670700000006 0.47464147780000004 0.4778150355000001 0.47808448850000007 41.898943182100005 0.34509445825000007
decision_type=2 2 2 2 2 2 2 2 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 6 10 7 8 9 -1 11 15 13 -13 17 16 -5 -15 -19 20 -12 22 -22 -24 -21 -26 28 -28 -27 -30
right_child=1 2 -4 5 -6 -7 -8 -9 -10 -11 19 12 -14 14 -16 -17 -18 18 -20 24 21 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-0.10093793174367081 -0.003359298114769785 -0.079162248609541505 0.067738922299749496 -0.10085526623218533 0.072208863693170908 -0.02319529564877465 0.01076821323389114 -0.10577490332330081 -0.10037366424228611 0.049200461595354156 0.026742801429972214 0.10167609685006594 0.0050605086761874914 0.10039499340127996 -0.10101710649713175 -0.1024291816790181 0.051576060119892825 -0.10136634703919541 0.094104554818906269 0.011296880690148746 0.056626407484332987 -0.10644465961514807 -0.10306205323904281 0.067791569248207575 -0.016852652827470626 0.0097791069503720476 -0.046888827279414409 -0.00014400546911188985 -0.10603185860351179 0.011240018943102474
leaf_weight=0.020944619333276959 0.85838630143553629 0.09193520947571443 0.02137926347123198 0.019983001915320098 0.15068341612459324 0.62449268556224424 0.9002022793283686 0.061840467154979706 0.022217920050024986 0.10950575210154057 0.22849896270781656 0.098055265843868034 0.95448045805096626 0.094185223337262869 0.049578751403032584 0.049963548646388745 0.036667909497964501 0.03190885597120996 0.063286988806794398 1.2617702339775849 0.10472777485665574 0.20137357840576442 0.074753330690327857 0.077255291580513585 0.65449330086485602 5.3580479840748003 0.43349708784080476 75.520285607569235 0.25852928529639019 0.66086824083822648
leaf_count=123 4 90 161 71 39 32 4 2 10 12 23 2 6 4 55 74 12 63 14 15 6 12 41 12 112 57 18 2804 40 116
internal_value=1.32344e-05 -0.00896692 -0.0514461 0.000112256 0.0119146 -5.96885e-05 0.00376414 -0.025629 0.0068353 0.0250948 0.000107859 0.0119637 0.0170102 0.0508535 0.0299989 -0.0491672 -0.00219246 0.0642981 0.0285843 -8.75319e-05 -0.0172748 -0.0392302 0.01349 -0.0162292 5.27095e-05 -0.000118461 1.47298e-05 -0.000410796 0.00516337 -0.0217362
internal_weight=89.0938 0.971701 0.113314 88.1221 1.26539 86.8567 1.11471 0.214509 0.152668 0.13045 86.2322 1.39811 1.2915 0.337015 0.23896 0.106614 0.0566509 0.189381 0.0951958 84.8341 0.686609 0.45811 0.256736 0.152009 84.1475 82.8857 82.2312 75.9538 6.27745 0.919398
internal_count=4034 255 251 3779 190 3589 151 147 145 135 3557 301 144 138 136 157 83 81 77 3256 94 71 59 53 3162 3147 3035 2822 213 156
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 0 1 0 1 1 1 1 0 0 2 2 1 0 2 2 1 0 0 0 1 1 2 2 1 2
split_gain=0.00843208 0.0801142 0.202854 0.36318 0.0732598 0.069444 0.0779486 0.051909 0.0204497 0.0506579 0.0851016 0.0374173 0.124919 0.119633 0.13216 0.0166227 0.105311 0.177618 0.0410066 0.107023 0.0343259 0.0928751 0.0378503 0.0662504 0.0322445 0.129122 0.104277 0.260319 0.0714012 0.0777988
threshold=0.48447651265000008 0.34494476210000008 0.34587287805000005 42.388109226950007 0.34614233110000009 0.48797940185000005 0.34656148020000005 0.48351845755000006 0.34641178410000012 0.34674111555000003 0.34739977845000009 0.35275889945000011 0.49336846205000007 0.49787431515000008 38.478081868400004 42.67709657435001 0.34542378970000004 0.48119816770000007 42.824128352900011 43.047778594550003 0.34569324270000007 0.47916230050000003 0.47883296910000012 0.47736594710000008 0.34551360740000009 0.34560342505000002 41.872294782850005 42.094663496250007 0.34548366815000003 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 6 -6 15 -7 -10 -11 12 -12 14 -13 24 18 20 -17 -20 -18 22 23 -22 26 -26 28 -28 29 -1
right_child=1 2 4 -5 5 8 -8 -9 9 10 11 13 -14 -15 -16 16 17 -19 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0012563714947086855 -0.029483612543890508 0.087962600318542791 -0.031211229700394406 -0.0033368899125993754 0.042910663289806195 -0.017359733429965576 -0.00083150519633076844 -0.017269004925868296 0.027624488028388319 -0.031812094704133646 -0.010295913106489564 -0.0027909896392534078 0.032522909211905308 0.00012661735114612106 -0.12387092481860054 -0.019843516241312101 0.035944154236300742 0.086960116335907667 0.035971813302409388 -0.0024090258474087842 0.041850369372223847 -0.10331449139200194 0.10067558139255256 -0.079614854436117766 -0.036607727030462993 -0.0017758363827157905 -0.11022908107011536 -0.0037860988360343913 0.026155168135599444 0.018168168566746263
leaf_weight=15.90310610378989 0.85197908570989866 0.74284475110471149 0.73273525387048621 1.0537514882162211 0.81071417219936737 0.67572567611932655 0.81887593073321341 1.8815133324824262 0.66181141510605712 0.83770309761166473 1.326261299895122 0.19959027203731494 1.4011305808089671 37.760313088469559 0.1644032628299037 0.92378432913483077 0.14645344901146007 0.38820786005817354 0.83868028605411371 5.4324659257193559 0.11372302817405 0.098783607711084187 0.04031265527009964 0.074203439755365252 1.2102148103003845 8.8243724401531427 0.2872940039525379 1.1472548566680556 1.2298093046993006 2.3690830605239617
leaf_count=455 18 25 4 23 13 4 27 34 6 9 13 25 33 2450 23 26 33 55 24 244 101 8 2 20 18 177 36 77 7 44
internal_value=9.5382e-06 0.000908043 0.00145679 0.034413 0.000152317 0.000666938 0.02093 -0.00104553 -0.000100501 0.000174875 -0.000260883 0.000386105 0.0117012 -0.000423371 -0.0574786 -0.000263407 0.00378297 0.0368199 -0.000173626 0.00272389 -0.00429056 -0.0223092 0.0127505 -0.00611061 -0.001316 -0.00597671 0.000917811 -0.0251032 0.00283189 0.00126212
internal_weight=88.9471 48.0378 47.1859 1.7966 45.3893 44.6565 1.62959 40.9093 43.0269 42.3512 41.6894 40.8517 2.72739 38.1243 0.363994 39.0277 8.05661 0.861684 7.19493 6.27115 0.473476 0.327023 0.228239 0.187926 30.9711 10.0346 20.9365 1.43455 19.502 18.2722
internal_count=4034 2673 2655 48 2607 2603 40 1361 2563 2559 2553 2544 46 2498 48 1327 513 219 294 268 164 131 123 121 814 195 619 113 506 499
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 1 1 1 1 1 2 1 0 0 1 0 1 0 2 0 1 0 0 0 2 2 0 0 1
split_gain=0.00941542 0.0337678 0.030611 0.0682111 0.290944 0.336126 0.298241 0.152116 0.194924 0.125513 0.118155 0.0617137 0.0559234 0.0656112 0.0520534 0.116449 0.0690701 0.136172 0.0505102 0.111887 0.044301 0.239275 0.190074 0.0811075 0.0692975 0.0597665 0.101632 0.0474217 0.0403499 0.114059
threshold=41.218101594450012 41.147265497500008 42.066503896600004 0.34656148020000005 0.34988473400000003 41.975471476700008 0.37003383130000006 0.4019490434500001 0.42039160505000012 0.34608245260000009 0.42953803780000005 42.094663496250007 0.43401395170000007 0.56188437470000008 0.4778150355000001 0.34521421515000011 0.47700667645000011 0.34548366815000003 0.48119816770000007 41.481306584950012 0.52507409960000018 0.37977904855000005 0.53158588065000012 0.50706565670000014 0.50339810185000011 42.977735738100002 43.525909308350002 0.53866650695000018 0.53544804050000006 0.37286308795000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 6 -6 28 -9 14 -10 -4 -12 -14 16 -16 17 -2 -17 -20 21 23 -22 24 -13 -23 -27 -24 29 -8
right_child=2 -3 11 4 5 -7 7 8 10 -11 12 20 13 -15 15 18 -18 -19 19 -21 22 25 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00062203119729379675 -0.076103036989850992 0.020990359788263184 0.029066249205519947 -0.075522564429458316 -0.080052390556426017 0.08068258451703389 0.074368156720825182 -0.10789554601032575 0.088316152353561883 0.020523315365961289 -0.10215423734700302 0.0010343536619971596 0.036192804560912291 -0.10129206520435069 -0.031523761430293389 0.0061617028500520104 0.012102614031095579 0.0082519616612392061 0.0072419835705187577 -0.025886155389375883 -0.10578343093701992 0.092784138817207457 -0.02685398461089436 -0.042417095268443929 0.040733302168601576 0.099319623804410673 -0.10541545481428845 -0.00023192566511597937 0.041023743255640323 -0.031299848524597391
leaf_weight=46.305750059297004 0.2886587205520742 0.82850238664468534 0.77612726066331816 0.67799248918890898 0.568819205335786 0.41381926334724983 0.1505300300195811 0.23656191273767024 0.12305959628429264 2.2562603130936614 0.07705396766573358 14.963745824652818 0.13111525308340788 0.047209054620623192 1.852338747587053 3.123620280995965 2.9308116612955928 0.56776833347976208 1.8812316879630087 2.2256386410444975 0.18850085468299838 0.36326074959217169 0.77117452018410393 0.4184779147226444 0.45301446225494224 0.052418084917007945 0.045113783760855064 5.0553469606745978 0.66125348210334778 0.31783906648342963
leaf_count=1801 61 31 15 6 27 24 4 15 6 40 9 705 7 97 36 20 25 4 27 17 172 11 44 34 25 4 91 620 2 54
internal_value=1.22131e-05 0.000980056 -0.00108389 -0.00411097 -0.0168978 -0.0023238 -0.0171716 0.00333008 -0.0366889 -0.00123238 0.00782239 0.00134588 -0.0309653 -0.000204537 -0.00504639 -0.00915301 0.00480241 -0.0201799 -0.00342198 -0.0107112 0.000381578 0.0030888 -0.0069529 0.00102177 0.00220089 0.0741229 0.00461854 -0.00375551 0.0251176 0.00266099
internal_weight=88.753 47.1343 41.6188 18.5316 3.40525 2.72726 2.31344 1.74462 0.615 15.1263 0.378438 23.0872 0.255378 0.178324 12.8701 9.08283 3.78724 0.856427 7.23049 4.10687 22.3111 16.296 6.01502 15.8352 15.4168 0.460793 0.0975319 5.82652 1.12962 0.468369
internal_count=4034 1832 2202 481 251 245 221 194 134 230 119 1721 113 104 190 100 90 65 64 44 1706 870 836 764 730 106 95 664 60 58
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 0 1 1 0 1 1 0 2 1 2 2 1 0 2 2 2 1 0 1 2 1 2 2 2 1
split_gain=0.0084523 0.147884 0.192111 0.0623306 0.0873724 0.0447559 0.0312431 0.271885 0.111427 0.110158 0.061599 0.0475788 0.0314022 0.348795 0.0585082 0.0721777 0.0486739 0.0697233 0.0431866 0.0424556 0.0848001 0.0429999 0.0402772 0.0446927 0.265677 0.110619 0.224041 0.0761825 0.0763183 0.0677803
threshold=0.48597347385000006 0.34587287805000005 42.388109226950007 0.34641178410000012 0.49053920540000012 0.49094338495000006 0.35471991855000007 0.35651627195000007 0.47817430615000006 0.34641178410000012 0.34656148020000005 0.48386275860000011 39.458743938000005 0.34512439750000007 39.896141435400004 39.952536079750011 0.34452561300000012 0.46898296455000005 40.159267750750011 40.563919884450009 40.720231579350006 0.34521421515000011 0.48351845755000006 0.34479506600000004 41.243661560350013 0.34515433670000012 42.434124620650003 41.218101594450012 41.646178195200001 0.3459626957000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -5 -6 9 -8 -9 11 -11 12 13 16 -14 -16 17 -1 -17 21 -21 -20 23 24 -22 26 -25 -27 -29 -30
right_child=1 3 -4 4 5 -7 7 8 -10 10 -12 -13 14 -15 15 18 -18 -19 19 20 22 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=-0.012359607443698772 0.062114429703405 -0.020778376453863334 -0.0012325940112476951 0.023741964678700652 -0.028628655610500531 -3.7426886638533308e-05 0.033266741163246294 0.020179123898684991 -0.11313603209224164 0.063090492554844488 0.0070546581926671766 -0.017954205542499626 -0.021077506622768936 0.10312458691495784 0.032985834183232872 -0.016943012410511868 -0.027563656788669445 0.023309577400739499 0.017553586406252042 -0.035481809993991087 0.093818186792796299 -0.00064021037539375991 -0.023596542366525627 -0.034142258095927934 0.0020067721256733246 0.015578202089505992 0.021666926669324071 -0.011501001631382343 0.0091892835710284306 -0.01178987532934775
leaf_weight=1.1811994721396364 0.89109246525913377 1.4285281747579563 1.0345506472513077 1.5527395794325105 0.55503773863892902 40.317871456547351 0.43060449035349879 0.080286420909653877 0.28613533646561962 0.4125669077038755 0.37401960753402363 1.6530495733022679 1.4607301587238897 0.34959720264145477 0.62653639912605186 1.6711555105939613 0.61820739744527742 1.0223131180828202 2.4234512903203713 0.73769508479313373 0.33418786088385033 2.7998009407892823 0.77346970094367762 2.585167315126458 5.5418659040570191 2.8714988101273802 0.99661116961942742 5.4492990643925614 6.009036223247902 2.0707145161031804
leaf_count=157 35 8 14 37 7 2534 10 128 17 13 33 32 27 16 2 17 33 23 24 69 26 20 16 40 308 20 30 36 247 55
internal_value=1.37499e-05 0.000958024 0.0280813 -0.000232962 0.000458829 -0.000425684 -0.00099723 -0.0206107 -0.0839254 -0.000624692 0.0364456 -0.00133285 -0.000637659 0.00890562 -0.00147022 -0.000649342 -0.00276765 0.004189 -0.00126438 -0.000460479 -0.00203716 0.00780123 -0.00111075 -0.000438161 0.00722835 -0.00269259 -0.0186136 0.000784465 -0.00235546 0.00381265
internal_weight=88.539 45.7798 1.92564 43.8542 42.4256 40.8729 42.7592 0.797026 0.366422 41.9622 0.786587 41.1756 39.5225 3.17132 36.3512 34.8905 2.82172 2.20351 34.264 32.5928 27.3695 5.22325 26.6319 25.8584 5.87605 19.9823 3.58178 16.4005 13.529 8.07975
internal_count=4034 2635 49 2586 2578 2541 1399 155 145 1244 46 1198 1166 229 937 910 213 180 908 891 847 44 778 762 334 428 70 358 338 302
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 2 2 0 0 2 2 0 0 1 1 1 0 2 0 1 1 2 0 1 1 1 2 0 1
split_gain=0.00928622 0.0769668 0.0553228 0.0295044 0.209646 0.0927382 0.0316338 0.278047 0.308971 0.315589 0.128766 0.0967433 0.0927787 0.109775 0.0877301 0.0792898 0.0769014 0.0676016 0.0630005 0.189925 0.171095 0.104517 0.0717356 0.0608984 0.0807947 0.130036 0.172512 0.123241 0.16061 0.242921
threshold=0.4815274992000001 0.48119816770000007 0.34467530910000005 43.631818398850008 0.34739977845000009 43.680097826700013 41.481306584950012 41.806790701050012 0.49094338495000006 0.50465554925000011 41.289992964000007 41.257403903850005 0.48306936920000004 0.49787431515000008 0.34494476210000008 0.43401395170000007 0.34521421515000011 0.5098649741000002 40.844669808050007 0.50922128080000018 0.41911918805000009 0.42651417625000004 40.890797847750008 0.48271009850000007 0.34575312120000007 0.34608245260000009 0.34739977845000009 42.047301293400004 0.51080805965000009 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 -6 10 8 -8 -10 11 18 -12 -14 -9 -11 -16 -15 -4 -20 -21 -22 -23 -18 -25 -26 -27 28 -28 -30
right_child=2 -3 3 4 5 -7 7 14 9 15 12 -13 13 17 16 -17 23 -19 19 20 21 22 -24 24 25 26 27 -29 29 -31
leaf_value=-0.00018607971902442487 0.021178171051759773 -0.022487905939915783 -0.00059436197042507142 0.095420199478536125 0.091628789919122058 -0.0035387968050502997 -0.094716090300539041 -0.035941676203180922 0.10201769336643507 -0.10287873956139831 0.045690544746761985 -0.030509577147053747 -0.016166697372349475 0.1010696256853288 0.027784378341178945 0.0018156610068908294 0.026046780939667238 0.01296313505408579 0.06168552727792808 -0.040013907664557709 0.03764799181886716 0.018718965626883063 -0.031254027450889468 -0.027845105195035302 0.029245692707629167 -0.023770710721769069 0.082811998919322088 -8.6574943749881807e-05 -0.10578915105011751 0.053642200025057846
leaf_weight=27.281961506539059 1.2947438233531929 1.6405238998122502 30.44491279126035 0.26265646424144184 0.10753439630934769 2.1426450706676148 0.67645686597097909 0.6662431918084647 0.21090332232415676 0.16917688515309237 1.0872410014271729 1.009936438200383 0.7800228130072353 0.15293628163635731 1.0115761216729904 0.12637613193172115 0.8082175285089751 0.20224819907843994 0.66387992026284282 0.71755002287682179 1.1258836649358275 0.60004548117285572 0.55105024619183496 1.129376646131276 1.3663484007120121 3.0732429996132842 0.43021139409392972 8.2352868137023005 0.15046432567032753 0.26194956213777232
leaf_count=1191 12 16 1246 6 10 705 20 5 4 29 7 13 18 6 8 51 57 40 36 17 9 17 43 26 8 20 11 337 21 45
internal_value=1.86341e-05 -0.00145107 0.000733537 0.000278438 0.0108776 0.00100919 -0.000200146 -0.00360412 -0.0504946 0.00857057 0.00146974 -7.72583e-06 0.0248128 0.00481726 -0.000366642 -0.0581122 0.00107273 0.0509003 0.000895557 0.0132945 0.00256634 0.0159848 -0.00520401 -0.000675619 -0.00215017 -3.37424e-06 -0.00329231 0.00364046 0.0400661 -0.00452444
internal_weight=88.3816 28.9225 59.4591 58.1644 2.51284 2.25018 55.6515 18.3158 1.18291 0.506456 37.3357 35.1133 2.22245 1.13521 17.1329 0.295553 16.4667 0.355184 34.1033 3.65841 2.99453 2.27698 1.1511 15.4551 14.6469 13.5175 12.1512 9.07791 0.842625 0.412414
internal_count=4034 1207 2827 2815 721 715 2094 642 104 84 1452 1381 71 64 538 80 533 46 1368 122 86 69 60 525 468 442 434 414 77 66
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 2 1 1 0 0 1 2 1 1 0 2 0 0 0 1 0 0 1 0 0 1 0 2 2
split_gain=0.00927914 0.139476 0.239316 0.0690243 0.0490444 0.0784992 0.0486254 0.0910289 0.098925 0.0379327 0.0366929 0.0326541 0.412396 0.191738 0.174337 0.151669 0.11653 0.0777631 0.313938 0.0756351 0.123877 0.0579842 0.194302 0.0868563 0.0764865 0.0553554 0.0382622 0.0665511 0.297979 0.269537
threshold=40.206947806850003 40.316494640950005 0.48386275860000011 40.137820134150012 40.040005255000004 39.896141435400004 39.685256516350002 0.37003383130000006 0.41804137600000008 0.48351845755000006 0.52770875125000016 0.42039160505000012 40.563919884450009 0.41911918805000009 0.42114008565000011 0.54064249575000012 40.467253020850002 0.54499865270000014 0.54562737640000014 0.5398790455000001 0.40301188585000008 0.55257327625000008 0.55677973715000018 0.46280051495000007 0.56859076075000015 0.56294721715000018 0.39971857130000005 0.5054040298000001 40.720231579350006 42.558389508100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -8 -9 -7 -11 13 -13 16 -14 -16 -3 -17 -19 26 -21 -20 -23 25 -25 -24 27 -18 -29 -30
right_child=1 11 -4 -5 -6 9 7 8 -10 10 -12 12 14 -15 15 17 19 18 21 20 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.00077814339976810189 0.0080205929877746277 0.017338113496604714 -0.063722646436358749 0.024739481989476696 -0.019629286467268872 0.0039959047162984622 0.0089872278750068556 -0.056380200346110326 -0.00028993597277887005 0.039383686507219254 0.01107467967626239 -0.12592395485546456 0.10206121448810966 0.046414764535953001 -0.10703831747882731 0.037919490433401128 -0.00035407081961190922 -0.11515006753177662 -0.032455170197934126 -0.011048046293290871 -0.10360723693119339 0.080563650296927955 -0.028246255563540774 0.10087062215288903 -0.054899732495433541 0.00089618707027968496 0.0087027285743666964 0.09428905980515094 -0.047706663600280849 0.016816466094325869
leaf_weight=19.946372923544033 0.93555982690304407 3.6862112167552814 0.92431938126605928 1.2251225071146326 1.1618052579985647 1.5299296215821407 0.92841984052210991 0.72739753199857637 0.5538503038829532 0.92214199807494857 0.90938943478977308 0.27670361771515839 0.15933573804795731 0.91451879988380724 0.13930869271267177 0.46223861808539357 39.107228901917559 0.24629682675003994 0.49112000121749577 0.70332620763474452 0.18201374074772048 0.30733433774093999 0.79534914175201255 0.14138034065820182 0.040566901687498103 3.6110756220636517 4.0592568396913924 0.22786161652766113 1.8080329128861197 1.008572994678502
leaf_count=1203 9 41 36 31 30 8 19 23 24 9 46 25 4 13 95 13 1191 5 26 58 41 16 29 4 447 211 79 4 112 182
internal_value=2.2724e-05 -0.000675711 -0.0276342 0.00153019 0.000464414 0.00137928 -0.000781112 -0.0148563 -0.0321338 0.0156188 0.0253277 0.000183319 -0.00640128 0.00103296 -0.00122888 -0.0038686 0.0002157 -0.00151067 -0.0047462 -0.00112447 -0.0300769 0.000301693 0.00358775 -0.00156819 0.0661401 -0.00436395 -0.000569775 -0.00146273 -0.0157038 -0.0246022
internal_weight=88.132 60.2276 1.85988 27.9044 26.6793 25.5175 22.156 2.20967 1.28125 3.36146 1.83153 58.3677 6.67071 51.697 6.39401 6.23467 50.7825 6.09536 5.63312 47.0963 0.88534 5.38683 4.89571 4.58837 0.181947 4.40642 46.211 42.1517 3.04447 2.81661
internal_count=4034 2641 45 1393 1362 1332 1269 66 47 63 55 2596 875 1721 850 846 1708 751 738 1667 99 733 707 691 451 240 1568 1489 298 294
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 0 2 2 1 0 1 1 0 0 2 0 0 2 2 0 1 1 1 2 1 2 2 0 0
split_gain=0.0116426 0.0572618 0.18958 0.449798 0.0651147 0.0456068 0.182339 0.1162 0.0837486 0.1687 0.0878267 0.0295343 0.0350001 0.0421193 0.0359227 0.0274023 0.113557 0.172008 0.100063 0.0506185 0.0731286 0.048916 0.0514647 0.0320502 0.146823 0.113267 0.0788523 0.199063 0.0981227 0.123441
threshold=0.48447651265000008 0.48797940185000005 40.206947806850003 0.34515433670000012 0.34608245260000009 0.34623214870000002 0.48306936920000004 38.064633603500006 38.478081868400004 0.35471991855000007 0.47817430615000006 0.34587287805000005 0.34641178410000012 0.49053920540000012 0.49094338495000006 39.664548207900005 0.4784437592000001 0.47700667645000011 39.256147742250008 40.159267750750011 0.48351845755000006 0.34608245260000009 0.3459626957000001 0.34494476210000008 40.467253020850002 0.34509445825000007 41.741384785950011 41.919251152600005 0.48119816770000007 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 15 7 -7 -9 -10 -11 -3 -13 -14 -15 16 17 18 -1 -17 21 22 23 24 -21 -25 28 -28 29 -27
right_child=1 11 3 4 -6 6 -8 8 9 10 -12 12 13 14 -16 19 -18 -19 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0027356381482287417 0.059388842923912603 0.017167730444677582 -0.073932446449862729 0.049897778396193075 0.010991606332425496 -0.10423308376665917 -0.089108777738882511 0.10159612355214208 0.053968394096167695 0.022293590621917457 -0.11068338403726981 -0.015985009252502649 0.018133930578572228 -0.025391448162595538 6.6063733044970205e-05 -0.014430359520458826 0.029435909450631355 -0.068959716129099166 0.06311301361573067 0.047106051828657791 -0.024577750920813168 0.019389832697283033 -0.023539138643711321 -0.026915880810336815 0.0014603937486751429 -0.0059322743586712147 0.040118171803369913 -0.0012577955515723433 -0.016196437854866536 0.021466722596362838
leaf_weight=1.9673039203668876 0.71488108765333835 0.997421745210885 0.60539342835545573 0.68343149265274394 1.1608347346530647 0.084905854663033575 0.28980621229857206 0.10562338213350131 0.28639564005607099 0.07737208680158858 0.13871039562633314 1.3667271882295597 1.280460420812459 0.56208600144600396 39.959987473286361 2.823084321935311 1.4571962821064515 0.36624157987534989 0.26143763022264455 0.76636417100963683 1.2118895617313672 1.307738957384571 0.92882524538435873 1.6615503568682495 8.7559374448758103 5.3184077374287444 1.5874645570293058 4.3463523112432085 4.3891527205705643 2.3802467472851276
leaf_count=204 7 22 16 26 36 36 4 5 29 106 13 7 18 7 2534 31 22 10 8 14 29 34 13 34 382 91 16 233 26 21
internal_value=2.13488e-05 0.00108644 0.0140807 0.00085846 0.0254091 -0.00122303 -0.0225018 0.00535233 0.0206531 0.00363852 -0.0630687 0.000155407 -0.000237661 0.000277196 -0.00028706 -0.000693976 0.00709649 -0.00544806 0.00498859 -0.0015838 -0.000473158 0.00045592 -0.000365755 0.000371231 0.005134 -0.0019329 0.000370475 0.00981145 -0.00426403 0.00253886
internal_weight=87.8432 47.3312 3.16454 2.44966 1.84427 40.512 0.982814 0.693007 0.608102 0.502478 0.216082 44.1667 43.1693 41.8025 40.5221 39.5292 4.05218 2.59498 2.22874 35.477 32.6539 31.442 30.1343 29.2055 9.5223 19.6832 18.0216 5.93382 12.0878 7.69865
internal_count=4034 2673 85 78 62 1361 193 189 153 148 119 2588 2566 2559 2541 1168 244 222 212 924 893 864 830 817 396 421 387 249 138 112
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 2 1 1 0 2 2 1 2 0 0 0 2 0 2 1 2 2 0 1 2 0 0 0 1
split_gain=0.0114494 0.0574292 0.0560375 0.0817417 0.0764359 0.0400373 0.0288479 0.0760984 0.0216641 0.162394 0.0809998 0.120816 0.121314 0.0911227 0.226683 0.0740928 0.175946 0.0466085 0.232769 0.118557 0.108738 0.151348 0.0725841 0.0441393 0.0875081 0.0664085 0.0328226 0.0313702 0.0451869 0.0781848
threshold=0.4815274992000001 0.48119816770000007 0.3453339720000001 41.50623664750001 0.34548366815000003 42.779078631750004 33.151194885250007 0.38906020780000011 0.34515433670000012 0.47976108500000009 42.141702038450013 41.535369675400013 0.34569324270000007 42.753078181500008 0.47754558250000007 0.47943175355000006 0.47817430615000006 40.206947806850003 0.47997065955000012 39.577821550850011 0.34674111555000003 38.334060527150008 41.218101594450012 0.47943175355000006 0.34566330350000002 43.426640904350009 0.47769527860000011 0.47721625100000004 0.47676716265000008 0.3447052483500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 -5 7 -6 9 15 11 17 -13 14 -12 16 27 18 19 20 -10 -22 -19 24 -15 -26 -27 28 29 -1
right_child=2 -3 4 5 6 -7 -8 -9 10 -11 13 12 -14 23 -16 -17 -18 22 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0018796728543658122 0.022466521544655543 -0.019730408451674161 -0.021785182134039752 -0.013285488750790079 -0.078763009348498586 0.010386472628078305 0.00063011352667144036 0.053663778704637115 0.10243189313651034 -0.038788287739009872 0.011745879140991365 0.0097662408881821414 0.059149681699926994 -0.10247570809470184 -0.10710798193681959 0.020855480854380937 -0.047904786528348231 0.014419855063718682 -0.071395620969004939 -0.011553538576871039 0.079876932464828534 -0.098323131752199922 -0.0063938096399281837 0.0037082034642336838 -0.10143950719522064 -0.015352204837235449 0.068396940388027169 0.0097800476056427062 -0.023626785748421333 0.056772257820677345
leaf_weight=6.2920836415634778 2.7906982139684251 1.6490172636695195 1.5889893723651756 1.4465656708925965 0.13847526411426869 1.4118149480782447 51.446496277761696 0.063197256743016794 0.21525820835603215 1.1790253706276406 0.33059242821400348 1.3979004471621004 0.77226229422922177 0.12475863839745249 0.31183334125671536 1.5035917011555273 0.80219832493458021 3.5981333204936163 0.49952086989651423 0.88639640237875028 0.10495657873712627 0.087306440728184498 3.1356344338987583 1.7384641628013922 0.050001523115383861 0.089856280685125967 0.097653428791090846 2.7865400350128766 0.90310567073902337 0.23579541948898874
leaf_count=509 30 16 24 29 13 11 2600 120 9 15 28 28 39 52 42 15 22 43 10 13 37 8 18 24 31 86 10 33 20 99
internal_value=2.33522e-05 -0.00161089 0.000822401 0.0102924 -0.000182478 -0.0015934 0.000482143 -0.037265 -0.000510073 -0.00330811 0.00234246 0.00627362 0.0273396 -0.0129877 -0.0459458 3.22261e-05 -0.00280901 0.00091237 -0.0134133 0.00897094 0.0536136 -0.00104353 0.0047278 -0.00290878 -0.0346624 0.00095816 0.0282636 0.000731546 -0.00266155 0.000238911
internal_weight=87.6781 28.7919 58.8862 5.64908 53.2372 2.85838 51.6482 0.201673 27.1429 13.7023 13.4405 10.6974 2.17016 2.74316 0.642426 12.5233 11.0197 8.52721 1.79344 1.29392 0.407521 0.192263 6.73377 2.10073 0.36227 0.237511 0.18751 10.2175 7.43098 6.52788
internal_count=4034 1207 2827 70 2757 40 2733 133 1191 713 478 205 67 273 70 698 683 138 77 67 54 45 61 203 179 127 96 661 628 608
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 2 0 2 1 1 0 0 2 1 1 2 2 1 0 0 2 2 0 2 2 1 2 1 0 2
split_gain=0.00930428 0.0580401 0.135846 0.114136 0.0810779 0.0853698 0.143725 0.0633072 0.0473316 0.046619 0.179852 0.145049 0.0776735 0.0922516 0.0454982 0.0382225 0.127549 0.0907941 0.124533 0.113277 0.0613046 0.277617 0.0584414 0.0443039 0.0512882 0.096984 0.111456 0.0866717 0.210007 0.0751238
threshold=0.4815274992000001 0.34584293880000011 0.34608245260000009 38.064633603500006 0.48119816770000007 38.478081868400004 0.47961138885000004 41.685324604100011 0.34467530910000005 0.3453339720000001 0.48098859315000003 0.48028502140000007 41.147265497500008 0.34551360740000009 0.34623214870000002 40.241071441700008 40.377444152000002 0.34479506600000004 0.47817430615000006 0.47464147780000004 40.984321400500008 41.319407281650008 0.47883296910000012 41.32819714970001 41.385032804600009 0.34524415440000006 41.436838994450007 0.34515433670000012 0.47754558250000007 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 5 -5 7 -7 -2 10 15 12 -11 -14 -9 17 -17 18 19 -1 -18 -22 -19 -23 -25 26 -26 28 29 -28
right_child=8 2 3 4 -6 6 -8 14 -10 11 -12 -13 13 -15 -16 16 20 22 -20 -21 21 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0013384869835290757 0.019745389563255777 -0.038101856941213791 -0.10081132671847325 0.10131788490769084 0.10006157753424208 0.079256669509119013 -0.10951780459761074 -0.10156733841991622 0.00031824372097841343 -0.016549713646639441 -0.055220619111221558 0.025407459450462907 0.017678899466850938 -0.020876515573361051 0.013342947937014732 -0.047929065968697587 0.014316073820175249 0.0054150138906764516 -0.036587173624552626 0.056629746606639081 -0.072945327839445934 0.025526746120805733 0.04286683272386882 -0.02160463824768305 0.063062779676520214 -0.032418569516546127 0.049761566373061783 0.027606119773349497 -0.059561727520990683 -5.0876674510367128e-05
leaf_weight=2.1223514329331401 1.28204348636791 1.2518934122858794 0.076146708488569526 0.089611703450827918 0.12788842944428325 0.13281363459816475 0.10311957397789229 0.041889551455824403 57.543755289752596 2.4216326085476698 0.63695316389202972 2.6305358710233122 2.2988722182635688 0.85006567765140051 0.19419610984040503 0.62984532401605875 1.9809454134077658 0.78570380933765782 0.83986971992999304 0.40075624018209044 0.56637537620736012 0.59534148871898551 0.88704786694142967 1.2307921946048717 0.30736685673491582 0.80776474804770249 0.32392063677866634 1.0642866083844635 0.59730599028262066 4.6351267303337806
leaf_count=186 12 26 36 5 2 35 10 9 2815 27 8 36 49 48 118 9 91 37 11 10 32 2 9 8 4 30 19 34 21 295
internal_value=2.2062e-05 -0.00145642 -0.0178089 0.015371 0.0282015 0.0118383 -0.00514921 0.0240253 0.000741637 -0.000216717 -0.00301006 0.00605443 -0.00308446 0.00727074 -0.00704601 -0.00113912 -0.00405466 0.00623645 -0.00323359 0.00786886 -0.00177259 -0.0049193 0.0252754 -0.000889952 -0.00264391 0.000372821 0.0041961 0.00146319 -0.00354434 0.00320283
internal_weight=87.4562 28.6304 2.01756 0.765666 0.689519 0.561631 0.472019 0.368899 58.8258 26.6129 18.4118 8.20111 5.57057 3.14894 0.236086 17.7748 12.7391 5.03573 3.36298 2.52311 12.1092 10.1283 1.67275 9.56191 8.96656 7.73577 6.92801 6.62064 5.55635 4.95905
internal_count=4034 1207 241 215 179 177 172 162 2827 966 806 160 124 97 127 798 545 253 207 196 536 445 46 413 411 403 373 369 335 314
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 0 1 0 2 1 0 0 1 1 2 1 2 2 2 1 2 1 1 0 1 0 2 0 2
split_gain=0.00778517 0.117928 0.166075 0.057925 0.138765 0.168058 0.0848195 0.132897 0.159932 0.0440996 0.147642 0.376456 0.51651 0.220031 0.178883 0.0487303 0.0297081 0.0697467 0.0388002 0.0411421 0.0279453 0.366455 0.160597 0.1569 0.106904 0.293201 0.174115 0.149499 0.183687 0.0995638
threshold=40.206947806850003 40.316494640950005 0.48386275860000011 39.896141435400004 0.34494476210000008 40.003678352300007 0.48351845755000006 0.39091643965000006 0.5398790455000001 39.420767558750008 0.34524415440000006 0.50410167360000013 0.51857728810000003 0.40099098830000007 0.39045238170000002 39.256147742250008 0.34219035360000005 37.311503175250003 37.198331469900005 35.171584490050009 0.42039160505000012 40.563919884450009 0.41911918805000009 0.42114008565000011 0.55257327625000008 0.42473279245000012 0.55386066285000013 41.147265497500008 0.54300769440000007 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 -5 -6 -7 -8 -9 15 -11 -12 -13 14 -14 16 17 18 19 -1 22 -22 29 -23 25 -25 -26 -27 -29 -3
right_child=1 20 -4 4 5 6 7 8 -10 10 11 12 13 -15 -16 -17 -18 -19 -20 -21 21 23 -24 24 26 27 -28 28 -30 -31
leaf_value=0.039830387362980481 0.0048544983962867209 0.016127474886559134 -0.055305203766848159 0.044997822005857287 0.023970200675022611 -0.041223488023511126 0.026170150890199636 0.0014761559033401169 -0.08643244901373795 0.026289611736261376 -0.073805014445362707 0.083227960781680099 -0.10135920959062586 0.004904354548558372 -0.019589038994787731 0.023343587658240229 0.00078508462696662241 -0.10183992065577714 0.1005609026769583 -0.06203344700746103 -0.12338385558709675 0.10186096508458319 0.043233269801196766 -0.10834711676425651 0.10591536144054639 -0.043600952849353933 -0.000307742480962828 -0.082364468151666759 0.06587138093116289 -0.0010240584326792425
leaf_weight=0.070274126636841738 0.90730288624763378 3.6489824923784218 0.92843046628763659 0.96297850304836075 2.1560308632188026 0.78692466061411925 0.87133016600273527 0.61181592696812004 0.31274078213459688 0.95186014659702678 0.91800239353324276 0.59097848669625852 0.46601724892389051 1.45913765430366 0.62814584991429001 0.9646403060905876 15.679101376045683 0.094884612277837732 0.033546049147844315 0.090987509561841762 0.25546936166460721 0.14429830387234677 0.8832144895059163 0.34353217698298955 0.15954251580615153 0.43806351052717218 4.7067318957667794 0.10486609981929806 0.41208452387581929 46.696487683640939
leaf_count=80 9 41 36 11 27 13 11 9 53 21 23 16 19 50 31 30 931 33 2 33 25 4 13 21 3 11 704 93 14 1667
internal_value=2.40359e-05 -0.000619088 -0.0255715 0.001411 0.010391 0.00335857 -0.0138472 -0.00185144 -0.0282598 -0.000921936 -0.00915949 -0.0174658 -0.00101704 -0.0205161 -0.0544159 0.00151728 0.000198799 -0.0315329 0.00271138 -0.0176435 0.000173497 -0.00596934 0.000960657 -0.00121498 -0.00362765 -0.0291198 0.00317482 -0.000620567 0.035801 0.000219065
internal_weight=87.2784 59.629 1.83573 27.6494 5.70182 4.73884 2.58281 1.79589 0.924557 21.9476 5.01414 4.06228 3.14428 2.5533 1.09416 16.9334 15.9688 0.289692 0.194808 0.161262 57.7933 6.56459 51.2287 6.30912 6.16482 1.29855 4.86627 0.955014 0.516951 50.3455
internal_count=4034 2641 45 1393 124 113 86 73 62 1269 160 139 116 100 50 1109 1079 148 115 113 2596 875 1721 850 846 139 707 118 107 1708
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 2 0 1 1 2 2 1 0 2 2 2 0 0 1 1 0 1 0 1 2 2 0 2 1
split_gain=0.00946418 0.0580312 0.0412788 0.073249 0.098729 0.0525577 0.0857465 0.0770292 0.0378645 0.0368201 0.169328 0.354361 0.026682 0.135523 0.0775062 0.173486 0.0708656 0.0617914 0.13877 0.0574027 0.12916 0.0774392 0.257681 0.0363902 0.0819218 0.0578149 0.0351804 0.179606 0.102128 0.0961355
threshold=0.4815274992000001 0.48119816770000007 0.3453339720000001 0.48271009850000007 0.34494476210000008 0.34569324270000007 41.218101594450012 0.48271009850000007 0.34575312120000007 0.34614233110000009 41.535369675400013 41.898943182100005 0.34515433670000012 0.47976108500000009 42.456897412850005 42.753078181500008 41.535369675400013 0.47943175355000006 0.47817430615000006 0.34569324270000007 0.34524415440000006 0.48068920095000006 0.34584293880000011 0.47943175355000006 0.34566330350000002 43.426640904350009 40.206947806850003 0.47997065955000012 39.577821550850011 0.34674111555000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 -5 6 -4 9 -9 10 -7 -12 13 17 16 -16 26 18 -1 20 -18 22 -21 24 -17 -26 27 28 29 -14
right_child=2 -3 5 4 -6 7 -8 8 -10 -11 11 -13 14 -15 15 23 19 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.8006291752586836e-05 0.02468512621367985 -0.019793907395174844 0.00023160242872240526 -0.012446133301217516 0.021444677074175383 0.10929920545160202 -0.033474502833664717 -0.024439913819289127 0.00040606316665839576 0.0085558646289225111 -0.11677323397521698 0.092741867244165166 0.10212223923063163 -0.036264710051781744 -0.080868706985784508 -0.10224635950678949 0.039233144683756702 0.018756044155292213 -0.043880067214653561 0.10330920143997013 -0.017728354573431297 0.076480009337099197 -0.053763075000383811 0.0031504952851718832 -0.10116927374974721 0.026973338080059018 0.0053747950053664138 -0.062997851900711457 -0.0090870352382985461 -0.001505821274814755
leaf_weight=10.119662899431951 1.9302625413984049 1.6301903538405884 1.9958286816254251 2.2365909009240572 1.3961329641751943 0.23539212346076854 1.2137268949300049 0.62130309641361137 48.020070743275738 0.56784269049700242 0.1473747193813324 0.17850428272504359 0.19369448122533828 1.1535909762606014 0.32913263829414008 0.11288073627406481 0.79276525440218326 1.4784822248620901 0.77263558968115909 0.18412334113963869 0.79957092667791585 0.37637918442487717 0.24134914818841935 1.7319170298287643 0.043677543408449537 0.18159292096788704 6.7339674171078059 0.47415892014396366 0.87067736508402049 0.16645343768671861
leaf_count=661 17 16 21 25 28 1 36 4 2636 5 2 52 9 15 47 52 16 15 22 4 27 4 39 24 31 96 61 10 13 45
internal_value=2.21322e-05 -0.00147629 0.000748703 0.00894331 0.000578825 -0.000111743 -0.0125147 0.000688089 8.8702e-05 0.0265092 0.0446728 -0.00200873 -0.000360268 -0.00348385 0.00283225 -0.0134305 0.00643394 -0.000426992 -0.00303083 0.0216186 0.0106307 0.0434388 0.01421 -0.00270808 -0.0327141 0.00212785 0.00212594 -0.0107057 0.00943919 0.0542273
internal_weight=86.9299 28.3869 58.543 5.56299 3.63272 52.98 3.20956 49.7705 48.6414 1.12911 0.561271 0.325879 26.7567 13.5244 13.2323 2.3992 10.8331 12.3708 10.8923 2.39419 1.59234 0.801852 0.425472 2.07007 0.338151 0.22527 8.43895 1.70498 1.23083 0.360148
internal_count=4034 1207 2827 70 53 2757 57 2700 2640 60 55 54 1191 713 478 250 228 698 683 90 43 47 43 203 179 127 138 77 67 54
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 1 1 1 0 0 2 2 1 2 0 1 1 0 1 2 0 0 1 0 1 1 0 0 0 0
split_gain=0.00920491 0.0549436 0.159607 0.305964 0.0410907 0.0285709 0.0298047 0.0384144 0.101914 0.101301 0.120644 0.023832 0.0647196 0.0203946 0.0794056 0.0264182 0.154371 0.116868 0.129835 0.0892454 0.0736047 0.357982 0.0952149 0.618195 0.144498 0.196351 0.0945407 0.076772 0.32582 0.090655
threshold=0.48447651265000008 0.48797940185000005 40.206947806850003 0.34530403280000005 0.48351845755000006 0.34587287805000005 0.34739977845000009 0.35275889945000011 0.49336846205000007 0.49787431515000008 38.478081868400004 33.151194885250007 0.38906020780000011 34.883496062400006 0.54562737640000014 0.37668033890000002 0.37078231190000005 0.50339810185000011 0.36945001650000003 36.957836847500012 0.51401155655000019 0.51505942935000004 0.38052752915000004 0.52005927965000021 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.52688542260000015 0.52432561900000019 0.52812790035000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -3 -7 8 -8 10 -9 12 -11 14 -13 16 17 19 -19 -15 -17 -22 -23 -24 -25 -26 -27 28 -28 -29
right_child=1 5 3 -5 -6 6 7 9 -10 11 -12 13 -14 15 -16 20 -18 18 -20 -21 21 22 23 24 25 26 27 29 -30 -31
leaf_value=-0.00038899177331848026 0.056283357692567364 0.016772265475433649 -0.055893275613700159 0.023722153945139553 -0.015713902039248814 -0.01023660929417239 -0.0079946906144185235 -0.0030985835074406631 0.030836744637084725 -0.074810989133963932 -0.12160863256619255 0.051987913588180383 0.049601197010967685 0.001298922349149024 -0.010179039030079627 -0.042973393687336145 -0.038479313789763672 -0.0071541178215988478 0.047942070386063046 -0.039625142672274315 0.10144423396790921 0.047629577215488383 -0.13211729965490368 0.030888082782715372 -0.058580561032552547 0.026838383474834956 0.0070511646065492739 0.042964199105120671 -0.10529767532691961 -0.0001411276849384357
leaf_weight=37.879215711195393 0.6889862716197962 0.99990791734307904 0.66712077707052264 1.7460836016508663 1.8343660701066244 2.8347155302762976 1.3204394293134094 0.20016883499920446 1.3845738735981283 0.13087585284757253 0.15047564568671667 0.35073908165213552 0.06144302088473097 1.7050907965749424 0.49604378586418818 0.37585420907012945 1.1841250985999066 0.79656388651346766 0.92366619454696774 0.77512080030282948 0.35455906644665702 0.42026832361898669 0.35156736298616209 1.5605431418543982 0.56794092291966336 1.3291133684307421 0.92286005586356867 0.49809062656567249 0.35837081498402767 23.845321257274513
leaf_count=1327 7 22 22 56 34 22 13 25 33 11 23 21 120 28 69 54 65 26 28 35 8 14 23 52 12 36 33 101 107 1607
internal_value=2.40009e-05 0.000971071 0.0138327 0.00171278 -0.00109685 6.2171e-05 -0.000327319 0.000373813 0.0118814 -0.000459407 -0.053956 4.74624e-05 -0.0350631 0.000230873 0.0155706 -0.000130255 -0.00658921 0.00240076 0.0224294 -0.0114908 0.00100688 0.00155408 0.000367744 -0.00030708 0.00128634 -0.000392148 0.000833936 -0.000514877 -0.0243737 0.000740851
internal_weight=86.7142 47.0006 3.10219 2.4132 39.7136 43.8984 42.8985 40.0638 2.70501 37.3588 0.350644 37.0082 0.192319 36.8158 0.846783 35.9691 5.38457 4.20044 1.72023 2.48021 30.5845 30.2086 29.8541 29.4338 29.0822 27.5217 26.9538 25.6246 1.28123 24.3434
internal_count=4034 2673 85 78 1361 2588 2566 2544 46 2498 48 2450 131 2319 90 2229 182 117 54 63 2047 1993 1985 1971 1948 1896 1884 1848 140 1708
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 2 1 2 2 1 0 0 2 0 2 2 2 1 1 2 1 2 0 2 1 2 1 1 0
split_gain=0.0084623 0.103203 0.0869084 0.0680631 0.0361638 0.0880966 0.0563291 0.0391689 0.0995726 0.0450388 0.0335799 0.0256306 0.240535 0.0261985 0.20812 0.13639 0.128401 0.0848935 0.0435255 0.0369071 0.0514534 0.0535587 0.113853 0.0383271 0.0481838 0.0220744 0.0605201 0.0489783 0.0882983 0.0345162
threshold=0.47883296910000012 0.47916230050000003 0.4784437592000001 0.47943175355000006 0.34542378970000004 0.34545372890000009 40.467253020850002 0.34518427590000006 41.147265497500008 41.32819714970001 0.34515433670000012 0.47754558250000007 0.47736594710000008 41.385032804600009 0.47700667645000011 41.571132012400007 39.952536079750011 38.969453495950006 0.32388251845000005 0.34398670700000006 48.457543166250012 0.34219035360000005 48.226196960950006 0.37331217625000007 41.898943182100005 0.34488488370000009 41.092444989200011 0.34518427590000006 0.3453339720000001 0.48028502140000007
decision_type=2 2 2 2 2 2 2 2 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 -3 7 -6 -7 10 -9 -10 11 12 13 14 16 -15 17 -1 -18 20 21 22 23 -17 -25 26 -5 -27 -29 -30
right_child=1 3 -4 25 5 6 -8 8 9 -11 -12 -13 -14 15 -16 19 18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.0041739907726987711 0.03015010589705009 -0.035630501588425199 -0.030562763478540735 0.018467540837007426 0.083827130501952021 0.067011661010569754 0.00047929551168410023 -0.047002343906806902 0.020849413949880498 -0.010598481847425317 0.022130468703222255 -0.0097115893125505198 0.080069583183712489 0.063630037223240496 -0.10578112253338548 0.03225000821842116 0.00075137946074494983 0.045407592470908503 -0.1065062667792996 -0.021736838048097659 -0.0018673526961765661 0.085535807443645029 0.10151663621323251 0.053294198154850592 -0.10094501488456707 -0.012017864995714047 -0.0054363321688283214 0.021170890931052858 -0.014166534051933603 0.00018966480428470406
leaf_weight=1.815388701333599 1.1551743118325237 0.53168925808858958 1.001145110130891 2.2596448464319101 0.16093950509093691 0.13929943778385911 1.4714390469547209 0.63927232460575334 0.61107587887454462 1.7877540023509935 0.69717686910280541 2.3554277269431632 0.3775402009487151 0.34080736702162528 0.20790829136967648 0.054816320167447308 0.050993273438279973 0.42645019147312258 0.14661641072416387 0.7810896651863003 3.4466933588846587 0.14107896573841572 0.089005440473556519 0.02566142932278126 0.096117430737791665 3.312029772438108 1.9936440796591339 1.992845051921903 1.7257644409983175 56.627710446167995
leaf_count=195 15 27 31 21 3 47 190 14 4 64 10 26 5 9 8 13 25 17 77 44 50 3 2 16 177 37 28 31 34 2811
internal_value=2.24488e-05 0.000509425 -0.00198736 9.15471e-06 -0.000183859 0.0132818 0.00623313 -0.00187692 -0.0119332 -0.00258747 0.000887261 -0.00054291 0.00215655 -0.00170239 -0.00973928 0.00257406 -0.00155387 0.00525759 -0.0788284 -0.00191585 0.00210192 0.0357424 0.00929361 -0.0371876 -0.0684435 0.000288182 0.00726308 -0.000177841 0.000471984 -0.00023491
internal_weight=86.4622 69.5985 16.8637 68.4433 15.8626 1.77168 1.61074 14.0909 3.0381 2.39883 11.0528 10.3556 8.00017 7.62263 2.64736 4.97527 2.43945 2.24184 0.19761 4.63446 3.85337 0.40668 0.265601 0.176595 0.121779 67.9116 4.25329 63.6583 60.3463 58.3535
internal_count=4034 3004 1030 2989 999 240 237 759 82 68 677 667 641 636 322 314 314 212 102 305 261 211 208 206 193 2962 49 2913 2876 2845
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 1 1 2 0 0 0 1 1 0 2 2 2 0 2 1 2 2 2 1 0 0 1 0 1
split_gain=0.00813271 0.0741861 0.101261 0.0449427 0.0270171 0.0848219 0.029896 0.142682 0.0641966 0.0934715 0.0474031 0.211326 0.0612577 0.0973628 0.100299 0.0401128 0.0890664 0.0339884 0.0309844 0.0331732 0.019958 0.0189225 0.0717271 0.0562602 0.0806973 0.164247 0.10161 0.0875774 0.13888 0.470043
threshold=0.42780156285000009 0.54386096225000014 0.54064249575000012 0.55386066285000013 0.55538756325000016 41.147265497500008 0.46280051495000007 0.46476153410000004 38.903925214650009 0.5681267027500001 0.56294721715000018 0.55832160710000012 0.43837010870000009 0.44805544745000009 0.57537199485000012 41.674196414850009 40.844669808050007 38.804080188450008 0.56719858685000013 39.458743938000005 0.48459626955000007 42.456897412850005 42.488347682450005 41.919251152600005 0.39542229275000007 0.49787431515000008 0.50889194935000015 0.34641178410000012 0.48119816770000007 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 21 5 -3 10 -8 -9 -10 11 -6 15 14 -14 16 -12 -15 -19 -20 -11 23 -23 -1 25 27 -27 28 29 -25
right_child=1 4 -4 -5 6 -7 7 8 9 20 12 -13 13 17 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00029821835898543583 -0.073572310224908358 -0.056163032130005022 0.094836579104467869 -0.019673285366105808 0.028776744744478819 0.025690826763067071 0.10005622412986187 -0.10366224023025072 0.091068239893706382 -0.10210510897637917 0.012419083615704997 -0.076609393398200734 -0.10657814771948498 0.024323940708557236 0.025354118019372401 0.0012077113397671053 0.10307453697949653 -0.019009221108824668 0.024121705025362743 -0.0011335714666555563 0.02878008206142138 0.04407120640968127 0.0020081448412208494 -0.10586264275781608 0.0075628789182700887 -0.030807688014738238 -0.11465071216084353 0.011518155665005742 -0.032925806861230277 0.063301814672555953
leaf_weight=55.407071655785799 0.044861895603191537 0.29130965460080904 0.17489561671391129 1.1758303940646317 0.39651214510490707 0.22390418593909089 0.16533412416538329 0.068467056683941152 0.074660852209717632 0.051005108424533319 0.25753079081960084 0.3658309028005533 0.16252671577160516 0.70074515317934061 0.089274722331509793 0.26142539948978083 0.18711679708212614 0.67787851581920255 0.67708967038925072 2.2430784122975638 0.015099110557144968 0.41640194032515765 15.340472430576652 0.2283762237487531 2.0070587694062851 0.35001109167933453 0.24623297002108302 1.3620624224104174 2.0810922412201762 0.58501889456420031
leaf_count=1393 91 40 6 88 30 18 10 241 7 84 39 30 41 53 52 20 12 27 17 135 435 19 944 66 29 13 37 14 22 21
internal_value=2.27136e-05 0.00325792 0.0604571 -0.000268479 0.00143851 -0.0205906 0.00321368 0.0306252 -0.0242388 0.0143921 0.00150785 -0.0217956 0.00488741 0.000635191 -0.0598023 0.0322927 0.0505688 0.00417531 0.000251227 0.00472229 -0.0722091 2.39544e-05 0.00311973 -0.000759444 -0.00930219 -0.0162774 -0.0654326 -0.00939187 -0.0192315 0.0158057
internal_weight=86.3282 7.12855 0.219758 79.1996 6.90879 0.515214 6.39358 0.374566 0.209232 0.140765 6.01901 0.762343 5.25667 4.55059 0.251801 0.706073 0.444648 4.29879 3.59805 2.92017 0.0661042 78.0238 15.7569 62.2669 6.85985 4.85279 0.596244 4.25655 2.89449 0.813395
internal_count=4034 1388 97 2646 1291 58 1233 777 767 526 456 60 396 325 93 71 51 232 179 152 519 2558 963 1595 202 173 50 123 109 87
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 1 0 0 1 0 0 1 0 0 1 0 2 2 2 0 0 0 0 0 1 2 1 0 2
split_gain=0.0073948 0.0845061 0.0698608 0.055452 0.0268971 0.0393811 0.0375437 0.0360711 0.0339527 0.0968543 0.028807 0.087618 0.027524 0.0209381 0.217247 0.0240324 0.0987866 0.0192774 0.070194 0.142673 0.175829 0.253079 0.078678 0.0767306 0.0715019 0.0680383 0.0545112 0.0462023 0.157901 0.127583
threshold=0.47883296910000012 0.47916230050000003 0.4784437592000001 0.47943175355000006 0.34536391125000004 40.467253020850002 0.34518427590000006 0.47817430615000006 0.4778150355000001 0.34545372890000009 0.47754558250000007 0.47709649410000005 0.34515433670000012 0.47754558250000007 0.47736594710000008 0.34503457980000002 0.4764977096500001 42.456897412850005 41.481306584950012 41.872294782850005 0.49094338495000006 0.50465554925000011 0.54386096225000014 0.4815274992000001 0.48244064550000004 0.34575312120000007 42.488347682450005 0.35651627195000007 0.48447651265000008 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -6 12 -8 9 -7 11 -11 13 14 15 16 -1 18 27 20 -20 -22 -23 -21 -25 -26 -19 28 -5 -30
right_child=1 3 -4 17 5 8 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 26 19 23 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00032292745502780518 0.02748405838014455 -0.032178224718571818 -0.027397214581573667 0.00129990424977041 0.062975785418310976 0.06136286725309658 -0.024570656197171956 -0.0016374417170811754 -0.01216429515733025 0.0064070420572029012 0.049256094170680803 -0.087046270757358823 0.020173496127137133 -0.0087497804936695154 0.078750280612054996 0.014974575599540822 -0.049129919624392046 0.037222853940269744 -0.038896445659197053 -0.034184324373910696 0.087202994527950245 -0.10258616862280907 0.00083127816693982131 0.032549860259353053 -0.035603922819589288 0.0014541673200795023 0.002473925751841328 -0.0010483142272009079 0.069191504508404944 0.015961054794449328
leaf_weight=6.3168589546035872 1.1394295176723961 0.53057427782914501 1.0072777549794398 12.269842698180563 0.13364516879940724 0.34590533270966239 1.2765171898905718 1.4822228029370308 0.62978763334103849 0.70156904543458154 0.10258968593552709 0.11706379233510233 0.68755583804340936 2.3641218186239712 0.35215159133076657 0.78341695423699231 0.44383759765332786 0.46804909751517954 2.3366079017287116 0.6456830101669756 0.29782786592841137 0.12712196437269085 0.17460751460674828 0.68490480631589701 0.53405570238828648 6.8511782295563535 12.72422616971769 28.215000771255053 0.60292077600024585 1.7784185485215855
leaf_count=545 15 27 31 117 47 12 59 6 23 142 15 18 10 26 5 65 26 18 34 14 7 21 69 3 13 189 1069 1327 16 65
internal_value=2.00993e-05 0.000475314 -0.00186607 2.43457e-05 -0.000231925 0.0105091 -0.00182315 -0.012249 0.00681264 0.0162446 -0.000696701 -0.0069567 0.000804045 -0.000493916 0.00197787 -0.00160579 -0.00352709 0.000276683 -0.000553331 -0.00743568 -0.0265006 0.0218089 -0.0427396 -0.00101315 0.00164084 -0.00122565 0.00370678 0.00131745 0.00587339 0.0294382
internal_weight=86.125 69.3804 16.7445 68.241 15.7372 2.03056 13.7067 2.75874 1.89692 1.26713 0.921223 0.818633 10.9479 10.2604 7.89627 7.54411 6.7607 67.7104 54.5182 11.652 2.93617 0.599557 0.301729 8.71582 8.07014 7.38523 13.1923 42.8662 14.6512 2.38134
internal_count=4034 3004 1030 2989 999 257 742 65 210 187 175 160 677 667 641 636 571 2962 1875 350 131 97 90 219 205 202 1087 1525 198 81
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 0 2 1 1 1 2 2 2 0 0 1 0 2 0 2 2 0 2 0 2 0 2 0 2
split_gain=0.00659964 0.0686068 0.0853745 0.0360961 0.0269441 0.169652 0.0785606 0.0696809 0.0494461 0.0876897 0.0499099 0.0771054 0.0871952 0.0920435 0.0429039 0.0326574 0.0559736 0.0310443 0.15523 0.0247111 0.082793 0.48708 0.161127 0.0886174 0.16462 0.0767527 0.0433675 0.0223754 0.0207315 0.0232328
threshold=0.42780156285000009 0.54386096225000014 0.54064249575000012 0.42290649980000011 38.625745710700009 38.903925214650009 0.54562737640000014 37.627645350900004 0.46280051495000007 0.4662734648500001 0.45206730335000006 40.377444152000002 40.206947806850003 39.458743938000005 0.56294721715000018 0.56294721715000018 0.43837010870000009 0.56859076075000015 40.844669808050007 0.5398790455000001 38.400997490450003 39.952536079750011 0.54228915300000013 41.178189531300006 0.54386096225000014 37.198331469900005 0.53928026105000015 42.522337019050006 0.56439926950000008 33.151194885250007
decision_type=2 2 2 2 2 2 2 2 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 19 7 -6 -7 14 10 -10 11 12 13 -8 -3 -13 -17 18 -12 26 25 -22 -23 -24 -25 -21 -1 -11 -16 -30
right_child=1 4 -4 -5 5 6 8 -9 9 27 17 15 -14 -15 28 16 -18 -19 -20 20 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00017207024069065743 -0.068493395223178086 -0.10359036978203338 0.093163956942762624 -0.017376176280598146 0.083553630620047017 -0.073293960414059917 0.070771175764666211 -0.10300114568889569 0.069724079363169697 -0.10189426437974317 -0.10678245256440166 -0.020848201064461985 0.1028457693934942 -0.047587286432271149 0.0070280575690237074 0.034321250061221102 -0.0016084710335419413 -0.0010096649821230781 -0.0040987116812207331 -0.012318284036655788 -0.11170891144986275 -0.041595116908944643 0.021343641304796532 0.0081439194008114547 -0.080752723724541869 0.022590866700064608 0.015456175883398003 0.048656044966328221 0.04446832873093981 -0.10086539761946962
leaf_weight=68.951128013001082 0.040978756442785591 0.041874200552683649 0.16110695293173194 1.2102696225574607 0.25319731200360696 0.14289407618343819 0.12805020224186625 0.083398006624292975 0.23027497379644035 0.044582439970682231 0.19517583668221028 0.58232446530655613 0.16459562903037295 0.13494840815110365 0.53894203214440495 0.53400876376963458 2.3056480801804469 0.75514436099570048 0.5992093726326857 1.0633554070577695 0.4579087169113335 0.82898906453556298 1.8936160765879324 0.82478609681129433 0.27870021038495452 1.5447826205054296 1.9078216394409526 0.012679807118075814 0.015538573217064311 0.037653356935880566
leaf_count=2362 91 20 6 44 12 5 13 88 13 243 24 35 4 36 5 34 79 57 71 34 21 20 28 13 97 15 12 277 105 170
internal_value=2.17554e-05 0.00296409 0.0603832 -0.000239168 0.00125772 0.00341947 -6.10392e-05 -0.0170713 0.00177916 0.0421857 -0.000372751 0.00572719 0.0457639 0.0100397 -0.00576806 0.000724394 0.00514826 -0.0155272 -0.0293275 2.75855e-05 -0.00568869 -0.0142406 -0.00257549 0.00821722 -0.0143081 0.00835817 0.000583583 -0.0685573 0.00114969 -0.0584101
internal_weight=85.9636 7.00223 0.202086 78.9614 6.80014 6.08273 5.82954 0.717406 5.68664 0.287537 5.39911 3.84958 0.427594 0.262999 0.634008 3.42198 2.83966 1.54953 0.794385 77.7511 6.89214 4.284 3.82609 2.9971 1.10349 2.60814 70.8589 0.0572622 0.592134 0.0531919
internal_count=4034 1388 97 2646 1291 903 891 388 886 533 353 201 53 49 300 148 113 152 95 2602 228 179 158 138 110 49 2374 520 280 275
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 0 0 2 1 0 0 0 2 2 2 0 1 2 1 2 0 1 2 0 1 0 0 2 0 0
split_gain=0.0061734 0.040305 0.032867 0.0454983 0.0445493 0.0693073 0.0450498 0.0427215 0.071125 0.0265286 0.0397949 0.0283557 0.0164698 0.0565259 0.115028 0.144674 0.219313 0.0650152 0.108392 0.185008 0.167908 0.0479687 0.0761031 0.0701914 0.052325 0.0843833 0.100886 0.0480944 0.0445328 0.0395792
threshold=0.47721625100000004 0.47754558250000007 0.47769527860000011 0.4778150355000001 0.47883296910000012 0.47916230050000003 0.47943175355000006 40.636252116050009 0.3453339720000001 0.47709649410000005 0.47700667645000011 0.4764977096500001 42.456897412850005 41.481306584950012 41.872294782850005 0.49094338495000006 0.36491422415000008 41.919251152600005 0.34988473400000003 42.094663496250007 0.54228915300000013 0.38370108680000009 42.899217095850013 0.53158588065000012 0.34554354660000003 0.48386275860000011 0.48351845755000006 43.680097826700013 0.53928026105000015 0.49094338495000006
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -7 -5 -9 10 11 -1 13 -8 15 -15 -17 -16 -19 20 -20 22 24 -23 -14 26 -26 -24 -21 -29
right_child=1 2 3 4 5 6 12 8 -10 -11 -12 -13 21 14 17 16 -18 18 19 28 -22 23 27 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0014866572975356881 0.019972109163275863 -0.02245061283344894 0.014736357999592255 -0.00090781971196319438 0.025045745498835183 -0.02902229452237938 0.001165587559509359 -0.043092441656591235 -0.0048436688409642078 -0.020269310393527962 0.027021126366623328 -0.036839486977908086 0.00017623321373616617 -0.034847358428960855 0.015624221043732525 0.10214684793684095 -0.026446791671555277 -0.016513314413735859 0.08025478582919604 -0.029733424917133905 0.0069396903916405699 -0.073781675628516771 -0.0040960458349990209 -0.0026396639652449139 0.086046239844744618 0.015911460424691819 0.002636769371152032 0.043955013743706368 0.0028754327457271851 0.004777913197330232
leaf_weight=7.0585040069155536 1.0276251107279666 0.64458060835022379 2.1009406580124041 2.3786256886087349 1.1253204008098681 0.52980238385498424 42.638369205747722 0.83162108661781564 1.1703743176331043 0.76754681044258166 0.48282631183974434 0.23441220708991739 0.9273597103310699 2.3478364762850101 1.8620664103982543 0.21124247834086407 0.35635887011918044 3.8547730933787534 0.53525266447104536 0.81409149691171456 0.7502215070053353 0.14318977450220671 4.3402303636539727 4.4089935031697678 0.44014556889305856 1.5805889850598758 0.21626149117946625 0.40904014027910285 0.86251632167522985 0.69775621702410717
leaf_count=810 30 16 17 27 15 27 1525 23 35 17 23 32 16 34 24 4 93 42 32 33 33 247 72 602 59 23 3 18 55 47
internal_value=1.76797e-05 0.000299932 3.45574e-05 0.000226441 -0.000188698 0.000431684 2.39065e-05 -0.00996773 -0.0207321 -0.00253302 -0.000782265 -0.00262298 0.000252239 -0.000517924 -0.00670905 -0.0238944 0.0214115 -0.000936115 -0.00545967 0.00892523 0.037467 0.00342524 0.00781424 -0.00487745 0.0201482 0.0284277 0.0585659 0.000649052 -0.0129581 0.0192566
internal_weight=85.7485 77.2052 76.1776 75.533 73.432 69.0514 67.9261 4.38062 2.002 8.54329 7.77574 7.29292 67.3963 54.2327 11.5944 2.91544 0.567601 8.67892 6.81686 2.96208 1.28547 13.1636 8.61138 4.55218 3.16436 2.237 0.656407 5.44703 1.67661 1.1068
internal_count=4034 3152 3122 3106 3089 3004 2989 85 58 882 865 842 2962 1875 350 131 97 219 195 153 65 1087 238 849 101 85 62 137 88 65
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 0 0 2 1 1 0 1 1 0 2 2 0 2 0 1 2 1 1 2 2 0 0 0 1 0
split_gain=0.0059715 0.240996 0.15354 0.149455 0.101736 0.243182 0.0467783 0.219494 0.176348 0.106449 0.0842569 0.16048 0.241884 0.13244 0.0590589 0.0499683 0.0464668 0.305555 0.0648885 0.0408262 0.0375736 0.160716 0.153893 0.141538 0.198352 0.0940544 0.0977553 0.0721078 0.105302 0.0584532
threshold=0.39587138110000003 0.53475943835000017 0.39408999735000005 36.728658719300007 0.39091643965000006 0.53043322055000008 0.5223196910500002 38.244973486750006 0.38906020780000011 0.38552737940000009 0.51505942935000004 0.37977904855000005 0.37347684200000003 0.50889194935000015 39.458743938000005 39.749124837650008 0.50339810185000011 41.385032804600009 0.50086823750000009 0.39814676205000005 37.627645350900004 0.36575252235000005 0.35651627195000007 37.038444968100009 36.491284729650012 0.48597347385000006 0.47817430615000006 0.49880243110000005 0.36533337325000009 0.49336846205000007
decision_type=2 2 2 2 2 2 2 2 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 6 -6 8 -8 9 10 11 12 16 -14 -9 -16 18 -18 20 -3 21 23 -22 24 27 26 -24 28 29 -1
right_child=1 19 -4 -5 5 -7 7 14 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020662552187660999 0.04392447949530618 -0.042531086955542571 0.034203992041859366 -0.095960124565284813 -0.10278408146665513 0.023176043393846022 -0.016475219345839079 0.050490124648653968 -0.054174426904869212 0.03602480714303876 -0.027980207585005037 0.049679218682693496 -0.01928412996074505 -0.10535995089534034 -0.005503646294355978 0.037619039792525837 -0.016290802993448286 0.063889435835036756 -0.025836845897514484 0.00062775370301415426 0.00037624391169599621 0.1009094363068533 0.014575051565936423 0.068679201775450879 -0.10648592313122128 -0.013277042790961738 -0.1130769084114782 0.021459178911698313 -0.10997708454573969 0.10018701321870267
leaf_weight=0.17645890937364928 0.093922390537279798 0.221420714842682 1.3247497111470909 0.40889869930394251 0.31112782620681301 0.30209711325733224 1.6132461208180751 0.98380973190069232 0.60555862647561198 0.8119644743273956 1.089641923594171 0.64523913480661477 0.39777067030081426 0.32464679811710084 0.52455025166273095 0.55093415629698939 1.2072070416761551 0.78392192497631175 0.97556071389499166 21.651627557337392 48.199057804546577 0.19159581518033508 0.077704257093705986 0.28208223354886275 0.18147254331029206 0.42001568170962855 0.26316533260978758 0.84594338294118643 0.1168627142906189 0.051764927105978131
leaf_count=166 18 21 38 325 98 24 24 14 28 27 29 20 20 34 7 33 36 39 29 1579 1195 7 101 28 20 34 14 9 3 14
internal_value=2.14206e-05 -0.00138264 0.000518071 -0.069831 -0.000202468 -0.0407315 0.000202837 0.0111456 -0.000494292 7.55767e-05 -0.000443531 0.000100627 -0.000486398 -0.0579657 0.0327837 0.0165866 0.000285815 0.0152767 -0.000290622 0.000190857 0.000199907 0.0142044 -0.000328173 0.0041642 -0.00909518 -0.0449502 -0.0839775 0.00574386 -0.0327806 0.00674812
internal_weight=85.634 22.3759 63.2581 0.502821 61.9334 0.613225 61.3202 3.67254 57.6476 57.0421 56.2301 55.1405 54.4952 0.722417 2.05929 1.07548 53.7728 1.99113 51.7817 21.873 50.8061 1.84618 48.9599 1.65458 1.3725 0.760885 0.34087 1.19103 0.345087 0.228224
internal_count=4034 1943 2091 343 2053 122 1931 78 1853 1825 1798 1769 1749 54 54 40 1695 75 1620 1600 1591 247 1344 240 212 149 115 192 183 180
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 0 2 1 1 0 0 2 1 2 2 0 0 2 1 0 1 0 0 1 2 1 2 1 1
split_gain=0.00626306 0.115412 0.0336334 0.028885 0.104631 0.141225 0.0377248 0.0594798 0.32105 0.0903484 0.0527126 0.220821 0.0588232 0.209164 0.0977378 0.0765714 0.0801136 0.0774063 0.050547 0.0412445 0.0366039 0.216655 0.0470593 0.0444477 0.032674 0.0376801 0.0657402 0.025598 0.0212059 0.0263667
threshold=0.5398790455000001 0.54064249575000012 0.53928026105000015 0.41714319930000004 37.784765830350004 0.4019490434500001 0.54136103710000005 40.844669808050007 0.42114008565000011 0.42209814075000007 0.55257327625000008 0.55677973715000018 41.092444989200011 0.43639411995000005 41.178189531300006 42.536568606950006 0.56719858685000013 0.57294691775000006 40.664404858950007 0.4591329601000001 0.54386096225000014 0.4349121284000001 0.55677973715000018 0.56065686655000013 0.46476153410000004 38.903925214650009 0.46702194545000009 42.402981339000007 0.41804137600000008 0.41615520495000008
decision_type=2 2 2 2 2 2 2 2 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 28 4 -3 -6 -5 9 -9 -8 -10 -12 -13 -14 -15 17 -17 -16 20 -19 -11 22 -22 -23 -25 -26 -27 -21 29 -1
right_child=1 3 -4 6 5 -7 7 8 10 18 11 12 13 14 15 16 -18 19 -20 27 21 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-3.7520443056160682e-05 -0.061333464719984687 0.0078329349240028566 0.0135758021756103 0.018275272751591028 -0.014910025500560982 -0.1064346679058831 -0.026155278173781157 0.084034189702618306 -0.023935311657305312 0.024709470276918756 0.096446552212923128 0.015516944541092717 -0.10425205407027363 -0.10731652936962746 0.056303581481339238 -0.10271455241710688 -0.0031343879982142549 -0.10138886395785834 -0.041577713043931395 -0.10091738876902984 -0.11037780290585775 0.04222060490355161 -0.02616174758371281 0.0057688732272509887 -0.10337880609371207 0.099409817042377169 -0.10226672641635524 0.05556312025698612 -0.017885230140839686 0.015357107070182983
leaf_weight=66.848679957009793 0.31919232859944813 1.2511473695117268 1.8879795863758762 1.1886613238602866 0.72136983102654983 0.22001031989873354 1.7842150592277883 0.49357114528106638 0.81034756824556087 0.68369650095701251 0.24281294099569128 1.2602116359262256 0.21932396749889482 0.084511115073837906 0.40357107674935866 0.085326359185955769 1.5197969395549646 0.053225609347464342 0.26302032713283541 0.013545729092072634 0.19726854978102926 0.32938731446392955 0.099981635080894193 2.3802925242374475 0.06050060448188066 0.034996783768292516 0.030033770668495663 0.045803461311152205 0.6532270497703071 1.1313743621112724
leaf_count=2343 14 29 14 8 58 41 46 20 34 7 14 43 24 6 22 18 402 12 23 118 47 13 35 196 241 3 81 10 104 8
internal_value=1.61378e-05 -0.0018544 0.000408588 -0.000542955 -0.011116 -0.0363003 0.00134418 -0.000469658 0.00728123 -0.00738596 -0.000713547 0.00407695 -0.00200897 -0.0111164 -0.00185573 0.00234581 -0.00842795 0.0358503 0.00082366 -0.0374729 0.00374608 -0.000829424 -0.0820513 0.00768607 0.00314655 -0.0465774 0.00626734 0.0198484 4.63817e-05 0.000218688
internal_weight=85.3171 14.7958 70.5213 14.4766 2.19253 0.94138 12.2841 11.0954 5.23205 5.86339 4.73848 3.92813 3.68532 2.4251 2.20578 2.12127 1.60512 0.516146 4.07918 0.112575 3.81616 3.13246 0.29725 2.83521 2.50582 0.125531 0.0650306 0.0593492 68.6333 67.9801
internal_count=4034 1565 2469 1551 128 99 1423 1415 723 692 703 669 655 612 588 582 420 162 646 140 623 616 82 534 521 325 84 128 2455 2351
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 2 1 0 2 2 1 2 1 1 2 0 1 1 1 1 0 2 1 1 1 0 0 0 1 1
split_gain=0.00554812 0.0177587 0.0406019 0.0162682 0.0562702 0.0230292 0.0192298 0.0510712 0.027086 0.036807 0.017822 0.0212322 0.0602553 0.0909083 0.089977 0.0470059 0.0177944 0.0148544 0.0656608 0.0152429 0.0256137 0.0624326 0.0131233 0.0295481 0.0398626 0.0328434 0.0213477 0.0737564 0.0601156 0.123903
threshold=49.283271594150008 0.39718870690000002 0.55677973715000018 0.31100865245000009 0.39672464895000009 48.86568841230001 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.32388251845000005 43.933728833200007 0.34524415440000006 0.35862698720000002 47.709122305950011 0.54228915300000013 0.31761025120000003 0.34311846950000008 0.33750486510000005 0.34398670700000006 0.47464147780000004 39.577821550850011 0.34467530910000005 0.34485494450000004 0.34488488370000009 0.47997065955000012 0.4778150355000001 0.47769527860000011 0.34536391125000004 0.34512439750000007
decision_type=2 2 2 2 2 2 2 2 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 6 10 7 8 9 -1 16 17 -13 -14 -15 -16 -5 18 -12 -19 21 -21 -22 25 -25 -24 27 28 29 -26
right_child=1 2 -4 5 -6 -7 -8 -9 -10 -11 11 12 13 14 15 -17 -18 19 -20 20 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.10087649363987142 -0.0027291703511196507 -0.078153607343562678 0.071159619120672452 0.0057021053917071379 0.070606736487137098 -0.01914213191939285 0.010029204116608733 -0.10518042136088222 -0.10033700866206736 0.048822259797706297 -0.090164871185837284 -0.10296096025923517 0.046747603388085437 -0.10265013717104088 -0.044766483482990865 0.053379877364096932 0.034465879952718097 0.011260073887630164 -0.0013562102868020349 -0.0081931676405978728 0.0066768980619194207 -0.1035949670268632 0.0014905102234562795 0.025290662572152761 0.0037421058931848741 -0.021238597812535492 -0.00042289516812120702 0.021611228452178263 0.014195042012350665 -0.053830026337453055
leaf_weight=0.019530905532021192 0.86066391691566124 0.08418146914714697 0.023239205197342017 1.046411848938759 0.14242655797352188 0.62833305446974819 0.89730486157350242 0.056103270500898361 0.020053319167345762 0.10326896444894373 0.098709385686403972 0.074591261887695715 0.19718818226465373 0.13284987149743488 0.09813401342034922 0.097064776531624375 0.27071854208656976 1.2157316943630565 0.53164695846498944 0.54320725543383375 2.9526838562305775 0.078510170961372694 1.1866382262815016 0.63036007661139493 1.0954200501728331 1.3694157786667345 67.043433816865033 1.9209602365735916 1.10411014347369 0.56746410341293074
leaf_count=123 4 90 161 80 39 32 4 2 10 12 85 25 36 397 16 36 42 15 41 79 32 109 34 11 24 20 2353 13 57 52
internal_value=1.30634e-05 -0.00751411 -0.0458514 9.96866e-05 0.0114751 -7.03182e-05 0.00379272 -0.0243342 0.00741688 0.0250132 7.53679e-05 -0.000112406 -0.0188567 -0.00691267 -0.0391676 0.00403789 0.0116141 2.75446e-05 -0.015263 0.000148467 -2.36355e-05 -0.0202405 0.000137775 -0.000119946 0.000253306 -0.0106867 3.32829e-05 0.00655718 -0.00389395 -0.0159046
internal_weight=85.0904 0.968085 0.107421 84.1223 1.23869 82.8836 1.09626 0.198956 0.142853 0.1228 82.2553 80.9381 0.599828 0.525237 0.328049 0.195199 1.31713 80.3383 0.630356 79.7079 78.4922 0.621717 77.8705 74.9178 72.3617 2.55605 71.7314 4.68795 2.76699 1.66288
internal_count=4034 255 251 3779 190 3589 151 147 145 135 3557 3435 510 485 449 52 122 2925 126 2799 2784 188 2596 2564 2510 54 2499 146 133 76
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 1 2 2 2 0 0 2 2 1 1 0 2 1 2 2 2 0 2 1 1 1 0 1 1
split_gain=0.00758241 0.0559574 0.0550409 0.0370543 0.0229207 0.0622416 0.0534027 0.0623849 0.0501545 0.0276899 0.0206278 0.05848 0.109241 0.273342 0.0403552 0.167026 0.0556084 0.0446416 0.0495093 0.103989 0.043432 0.0431451 0.0353575 0.0432901 0.0217068 0.020757 0.0180632 0.0594788 0.0340634 0.0782584
threshold=0.47883296910000012 0.47916230050000003 0.4784437592000001 0.47943175355000006 40.377444152000002 40.750688432250008 0.34479506600000004 39.577821550850011 39.011793722550003 38.179089776100007 0.4778150355000001 0.47769527860000011 41.385032804600009 41.571132012400007 0.34398670700000006 0.34509445825000007 0.4764977096500001 48.457543166250012 0.34219035360000005 48.226196960950006 42.434124620650003 44.756878345700009 0.37331217625000007 41.898943182100005 0.34467530910000005 0.31100865245000009 0.34488488370000009 0.48244064550000004 0.34518427590000006 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -6 7 8 9 -1 11 12 -7 -14 17 24 21 18 19 22 -18 -17 -15 -24 -16 -19 27 -5 -28 -30
right_child=1 3 -4 26 5 10 -8 -9 -10 -11 -12 -13 13 14 15 16 20 25 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0031255045149133028 0.022751137775265683 -0.026234921473791861 -0.024592330986424129 0.017308062796819217 0.021321071453868717 -0.033365272539358191 -0.023097647252535297 0.046110987995223764 -0.043103627140739613 0.030999879739448823 -0.010493036094829229 0.019154305545156514 0.074958113839906401 0.031637233967589072 -0.05310346320695522 -0.10180308904825755 -0.007100727505727893 0.0047527227109293241 0.084443226529747173 0.10136146627454082 0.034129915082338196 0.016979957404070593 0.050505843587097345 -0.10088519056948134 -0.10455009051038225 -0.011038506707686729 -0.0099595938475797903 -0.0066353088855596407 0.020198974821651075 -0.00022504807970100986
leaf_weight=1.7066624473198828 1.1094302759156551 0.52974470288609055 1.0047812495322421 2.3339026332832864 1.4292955089926511 0.99530610005956166 1.3576086532593259 0.27865114294399962 0.28691426326986391 0.27626469608412652 1.8563674787728821 1.485898327315226 0.47783992969880262 0.050824996105803044 0.15318098769057531 0.090194479968978558 0.81134366057813145 1.9965046215802433 0.12986241094768047 0.080144293606281281 0.37291699421621161 0.046264030475867912 0.023970970725940788 0.089076797885518033 0.17652248616650468 1.4276115818938704 3.3238834292860693 1.8678274168632922 1.9395966227166344 57.277843276558016
leaf_count=159 15 27 31 23 77 44 90 13 12 15 40 13 12 13 7 95 15 25 3 2 54 55 16 177 37 25 37 26 31 2845
internal_value=1.02353e-05 0.000475676 -0.00190664 0.00010832 -0.000445407 0.00177008 -0.00707758 0.00145648 -0.00402542 0.0016289 -0.000952508 0.00115404 -0.0027102 0.00243828 -0.00392189 -0.0169774 -0.00108276 0.00175139 0.034561 0.0080144 0.00588257 -0.0615316 -0.0376383 -0.0687838 -0.0806479 -0.00183109 0.000317408 0.00666433 -0.000108999 0.000443916
internal_weight=84.9862 68.3822 16.604 67.2728 15.5992 11.6931 3.9061 2.54849 2.26984 1.98293 10.2638 8.40746 6.92156 5.92626 5.44842 1.65042 1.32072 3.798 0.373879 0.244017 1.18426 0.136459 0.163873 0.113048 0.329703 3.42412 66.7431 4.20173 62.5413 59.2174
internal_count=4034 3004 1030 2989 999 710 289 199 186 174 633 593 580 536 524 263 219 261 211 208 69 150 206 193 44 50 2962 49 2913 2876
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 1 2 0 1 1 1 0 0 1 0 0 0 2 2 2 0 0 0 2 0 0 0 2 0
split_gain=0.00667018 0.0513916 0.043332 0.109848 0.10641 0.0871863 0.0808033 0.0531231 0.103734 0.0524743 0.113673 0.101259 0.15266 0.040217 0.0850491 0.0772535 0.0373988 0.0348562 0.0292139 0.0225437 0.106786 0.118879 0.15224 0.121482 0.0468105 0.247692 0.0289229 0.0878066 0.0445109 0.145708
threshold=0.4815274992000001 0.34467530910000005 0.34584293880000011 0.34608245260000009 0.34656148020000005 0.48028502140000007 0.35275889945000011 38.478081868400004 0.47817430615000006 0.34560342505000002 0.34551360740000009 0.34542378970000004 0.48098859315000003 0.47883296910000012 0.34515433670000012 0.4784437592000001 0.48119816770000007 0.46495613905000005 50.205949521800008 43.157831852650006 42.686561923500008 0.50339810185000011 0.51675099550000014 0.54300769440000007 42.622319549950006 0.50465554925000011 0.53544804050000006 0.53866650695000018 43.752965619700007 0.50889194935000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 -5 6 -6 -8 17 10 11 12 13 15 -15 -1 -11 18 -9 20 24 -22 -23 -24 -3 -26 28 -28 -21 -30
right_child=1 19 3 4 5 -7 7 8 -10 16 -12 -13 -14 14 -16 -17 -18 -19 -20 26 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.0018773718740262091 0.020365893970908197 5.5200575798361932e-05 -0.033582864839639501 0.06324736549171131 -0.10102333987442072 -0.10800932459252324 0.092142956478044602 -0.10030009684879571 -0.1118180783790866 0.022806236534969007 -0.033935266541083378 0.025184180205063852 -0.04904472827406877 -0.0056827100559318682 0.019026212672371944 -0.042312609978994678 -0.00047750964115677794 0.08252034564666777 0.10035335161767843 0.0070554044126558205 -0.045631944381284678 0.064984135943445959 -0.10575686864590311 0.021598345419336258 0.10706360545028917 -0.03189803269508356 -0.10401080621907288 0.0015220028485802416 0.073646340931310103 -0.038263743458093011
leaf_weight=13.782201239732277 1.2895039371214867 48.617556853084857 1.2370409259988271 0.28347584424591321 0.05747211279287967 0.082894021717947908 0.090349170809018275 0.022952463087058561 0.058156502840574831 1.5927780484844325 1.0476826792114469 1.4644559387161269 0.66825508326291938 2.7676512816688037 2.8047337823081762 0.48926967704028435 1.2168916314840317 0.09011408315495828 0.010610202327370644 2.5174887264474806 1.052601168048567 0.27317063066584513 0.1410767760410252 0.15966955339763444 0.23205325438175251 0.28679975510021904 0.082247967282455536 1.9033220899415537 0.37215985386408323 0.16925667338801365
leaf_count=759 12 1839 26 40 20 9 34 94 2 47 21 34 10 32 38 17 8 15 1 47 38 10 26 40 51 13 15 474 56 206
internal_value=1.09575e-05 0.000629209 -0.00126035 -0.0157018 0.0160781 -0.0163335 0.00671899 0.0294691 -0.00167224 -0.000179739 -0.00175413 -0.000219969 -0.00203369 -0.000450562 0.00675397 -0.00326362 0.0127218 0.0501216 -0.0368673 0.000173167 -0.000460413 -0.0256694 0.0109433 -0.0381426 0.000374057 0.0302516 0.00654893 -0.00284947 0.0126495 0.0386612
internal_weight=84.8639 57.0969 27.767 1.93307 0.696024 0.412549 0.329655 0.272182 0.181833 25.8339 23.0242 21.9766 20.5121 19.8439 5.57239 14.2715 2.80967 0.123677 0.0335627 55.8074 50.7629 1.62652 0.573917 0.300746 49.1364 0.518853 5.04448 1.98557 3.05891 0.541417
internal_count=4034 2827 1207 241 215 175 166 146 112 966 911 890 856 846 70 776 55 110 95 2815 2017 114 76 66 1903 64 798 489 309 262
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 0 0 1 2 0 2 2 2 1 0 0 2 1 2 2 1 1 0 2 2 2 1 1
split_gain=0.00688215 0.0511964 0.0214533 0.0705062 0.0314109 0.0215379 0.222434 0.0985396 0.161916 0.070167 0.1874 0.0915006 0.284957 0.0628783 0.0697001 0.0536273 0.201392 0.148528 0.178181 0.0469179 0.226381 0.107792 0.0855759 0.196359 0.0449167 0.0372101 0.117437 0.08045 0.0829878 0.0526886
threshold=41.218101594450012 41.147265497500008 41.289992964000007 41.319407281650008 0.4784437592000001 0.3459626957000001 0.34608245260000009 0.48306936920000004 0.48537468940000006 0.34569324270000007 41.741384785950011 0.48271009850000007 42.198888176300009 42.67709657435001 42.957059535450007 0.34545372890000009 0.4871261339500001 0.4784437592000001 42.47354681640001 0.34641178410000012 41.32819714970001 41.481306584950012 0.34656148020000005 0.34674111555000003 0.47883296910000012 41.872294782850005 42.233786329550007 41.535369675400013 0.34515433670000012 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 9 -7 24 -9 15 -11 12 -12 -14 -15 25 17 -17 -19 -10 -21 -22 -23 -24 -8 27 -27 -5 -29 -28
right_child=2 -3 3 5 -6 6 7 8 19 10 11 -13 13 14 -16 16 -18 18 -20 20 21 22 23 -25 -26 26 29 28 -30 -31
leaf_value=0.00041494197674638294 0.0027279166090472106 0.026462550991934293 0.03645830075127051 -0.003656568291555245 -0.019505912758131128 -0.060571693020875943 -0.018440225877981272 -0.047262737504307671 -0.026622766917247926 -0.008432666164717554 0.10565997108743852 0.019652837110638772 -0.10824218511963531 0.063173919518818331 -0.10297867633910832 -0.0021380876375707522 0.028534822334930404 -0.11455578091196364 -0.01891590514843311 -0.11849646904757521 0.061122481160927257 0.034128835878287841 -0.1205443492248584 -4.1035555397067857e-05 0.037762139885221369 -0.037045031497316201 0.0059303516841176136 0.0026253003992358064 0.041664966052761564 -0.011623624475005381
leaf_weight=44.172488743740516 1.1310637976544051 0.76769144745230633 0.51364472030161223 2.83921983973688 1.4499620934115567 0.65669371502008544 0.1699809611312364 0.79168608121108164 0.66769350320100684 2.0975782740861169 0.47737472876906428 1.4618305489420889 0.077435905099264346 0.076676079828757793 0.037642203525706464 0.63472841037059813 0.66924589127302159 0.39423868407902773 0.38506007014075294 0.15782319009303947 0.3011749463258856 0.71788432449102302 0.13678497076034446 11.848464975273084 0.8700607233622577 0.92589081011465779 5.5898569224895436 1.1033932480695514 1.0749971903860567 2.4634125054908509
leaf_count=1801 13 31 21 40 36 12 125 7 4 13 5 9 11 55 17 30 3 22 20 2 33 3 2 1219 30 52 277 32 11 98
internal_value=1.22554e-05 0.000859901 -0.000946755 -0.000334114 -0.00976255 -0.000850081 -0.00355532 -0.0011646 -0.00328012 0.00132362 0.012786 0.0336723 0.0643002 -0.0386654 0.00846395 -0.00169063 -0.0166595 -0.0380496 -0.0672991 -0.000762344 0.000549513 0.00199428 0.000592428 -0.00141631 0.0285766 0.000537341 -0.00331697 0.00743475 0.0218907 0.00056077
internal_weight=84.6617 44.9402 39.7215 37.1405 2.58103 36.6268 16.3182 15.6616 14.6215 20.3086 4.22854 2.13096 0.669129 0.191754 0.114318 16.08 2.08327 1.41403 0.779299 13.8298 13.1621 13.0043 12.7031 11.9852 1.04004 13.9968 8.97916 5.01761 2.17839 8.05327
internal_count=4034 1832 2202 2153 49 2132 1437 1425 1270 695 110 97 88 83 72 585 75 72 42 1263 1259 1257 1224 1221 155 510 427 83 43 375
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 2 1 2 2 1 0 0 1 0 2 2 2 2 2 2 2 1 0 1 2 2 0 0 0
split_gain=0.00816906 0.0558755 0.0392202 0.0371825 0.0213858 0.0595596 0.040248 0.0208149 0.0712665 0.0359989 0.0306271 0.0241628 0.176824 0.023863 0.0960721 0.0205368 0.0626556 0.042132 0.0514481 0.0234759 0.0287269 0.0194905 0.0558562 0.0226331 0.0194308 0.017439 0.0171864 0.0273167 0.186817 0.119263
threshold=0.47883296910000012 0.47916230050000003 0.4784437592000001 0.47943175355000006 0.34542378970000004 0.34545372890000009 40.467253020850002 0.34518427590000006 41.147265497500008 41.32819714970001 0.34515433670000012 0.47754558250000007 0.47736594710000008 0.34503457980000002 0.4764977096500001 41.942745071500006 42.686561923500008 42.719328117250008 44.262924377150007 44.421469061800003 47.927946529500012 33.151194885250007 0.38906020780000011 0.53043322055000008 0.4349121284000001 44.952171034750002 41.436838994450007 0.4778150355000001 0.47721625100000004 0.47709649410000005
decision_type=2 2 2 2 2 2 2 2 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 -3 7 -6 -7 10 -9 -10 11 12 13 14 -1 -8 -17 -18 -19 -20 25 22 -5 -24 -25 -21 -11 28 29 -28
right_child=1 3 -4 21 5 6 15 8 9 26 -12 -13 -14 -15 -16 16 17 18 19 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00057292516054049546 0.022930541992729342 -0.0267184448392986 -0.021227154335998193 -0.070020343358253315 0.075328805002387658 0.060252674051263305 0.0057721151902778173 -0.03875865322418922 0.019723720657650903 -0.020343768962953968 0.020408198476427976 -0.010346565236219425 0.075427979252066277 0.014946639715658972 -0.049694823164481781 -0.10329907846918629 0.10061838605897255 -0.083270947865773451 0.10051991165140697 0.015571852953604562 0.10032248268698976 0.00042783829251179223 0.10060809486573197 -0.10107772348928856 0.068726959452909686 -0.10035033717777163 0.027587027021072619 -0.013959476659492605 0.10284589604773356 -0.10753356785251099
leaf_weight=6.2425284424331142 1.0923364830086928 0.51188380204257455 0.99542622280569126 0.12580738180349627 0.12846887003979635 0.11947341846439563 1.1531225120907036 0.64862368286619032 0.60407091595425333 0.72733508050441731 0.68886162811486507 2.3169471018482 0.30890203267335881 0.76452028067820332 0.42527459093980713 0.074095992815273237 0.036941688507795334 0.069812681303702107 0.03112005814909935 0.025965867694139888 0.019376592710614204 66.217178220699054 0.034133314155042171 0.01443872596246365 0.012636869959322894 0.025943726825062186 0.14563899089080201 0.60483412150642835 0.16409318521618843 0.11844962934264913
leaf_count=545 15 27 31 13 3 47 26 14 4 3 10 26 5 65 26 23 2 65 2 12 2 2829 2 15 103 58 44 10 3 4
internal_value=1.24797e-05 0.000496048 -0.00198795 0.000129828 -0.000747941 0.00988797 0.00448443 -0.00204984 -0.00939528 -0.00134013 9.52808e-06 -0.00138753 0.00129391 -0.00178725 -0.00370594 -0.000154192 -0.0242799 0.003713 -0.0170736 0.0280546 -0.00358018 0.000336791 -0.0319006 0.0464499 -0.0218256 -0.0423645 -0.00856827 -0.000277267 0.0190497 -0.0330176
internal_weight=84.4482 68.0084 16.4398 66.9161 15.4444 1.68432 1.55585 13.7601 3.01305 2.36442 10.747 10.0582 7.74123 7.43232 6.6678 1.43638 0.283257 0.209161 0.172219 0.102406 0.0712862 66.4042 0.187016 0.0612089 0.0270756 0.0519096 1.76035 1.03302 0.428182 0.264089
internal_count=4034 3004 1030 2989 999 240 237 759 82 68 677 667 641 636 571 190 164 141 139 74 72 2962 133 120 118 70 64 61 51 48
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 2 1 0 2 2 0 0 2 2 0 0 0 2 2 2 2 2 2 2 1 0 1 2 0
split_gain=0.00659627 0.0457822 0.0315808 0.0301423 0.0176224 0.0512816 0.0338963 0.0187757 0.0797507 0.0642338 0.0417481 0.0431443 0.0345563 0.0719675 0.0255887 0.0207819 0.0189993 0.0181961 0.0179131 0.056781 0.0379494 0.0449231 0.0214231 0.0231754 0.0167219 0.0477456 0.020603 0.0172725 0.0158607 0.014765
threshold=0.47883296910000012 0.47916230050000003 0.4784437592000001 0.47943175355000006 0.34542378970000004 0.34545372890000009 40.467253020850002 0.34479506600000004 0.4778150355000001 40.340071172300007 41.32819714970001 0.4778150355000001 0.47736594710000008 41.646178195200001 40.720231579350006 0.47709649410000005 0.47736594710000008 0.47808448850000007 41.942745071500006 42.686561923500008 42.719328117250008 44.262924377150007 44.421469061800003 46.862434125350006 33.151194885250007 0.38906020780000011 0.53043322055000008 0.4349121284000001 44.952171034750002 0.45994131915000008
decision_type=2 2 2 2 2 2 2 2 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 -3 7 -6 17 8 16 -9 11 14 13 -12 -11 -15 29 -7 -8 -20 -21 -22 -23 28 25 -5 -27 -28 -24 -1
right_child=1 3 -4 24 5 6 18 9 -10 10 12 -13 -14 15 -16 -17 -18 -19 19 20 21 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012269231130356323 0.02085843294192968 -0.024065454005419967 -0.019006497571020423 -0.065828956317955975 0.071404651905735583 0.021237390327848382 0.0052129925298857946 -0.032176326629313287 0.048879669582874589 0.0021610105653011268 0.04334571789797622 -0.0071758219846813076 -0.018414750631537712 0.010405057813733624 0.030661944106494685 -0.021437732966004201 0.014773052206257973 0.10125310580152101 -0.10298706283262304 0.1005592018352804 -0.080397084319220907 0.10047019993216007 0.014047904469548681 0.092706882649970235 0.00038512648434397369 0.1005499259331379 -0.10097498003917141 0.064890123920203754 -0.10032312088738303 -0.0087695066368334487
leaf_weight=4.0269894061704381 1.081370050436816 0.5115055752103207 1.000285986905509 0.12071132450274902 0.12230619447654945 0.065075674526017369 1.14933257262237 0.80830934800527732 0.33994673215784121 0.50734524993640684 0.328438547429869 1.0563776418566702 1.8341285460337529 0.30379438487216248 0.83096528242413115 0.62996931769885123 0.71304721292108286 0.05045545450411737 0.067237612500321009 0.033444896340370178 0.06531422550339272 0.02817181870341301 0.025907714919412683 0.018227635649964213 66.205593006457349 0.030902057886123657 0.013077317056740867 0.012075872575820767 0.022792392541305162 2.3339008185021157
leaf_count=430 15 27 31 13 3 44 26 43 5 52 6 6 31 64 7 13 7 3 23 2 65 2 12 3 2829 2 15 103 57 95
internal_value=1.28553e-05 0.000446745 -0.00178975 0.000116781 -0.000668654 0.00910085 0.00410718 -0.0018429 0.00156787 -0.00585716 -0.00198282 0.00793214 -0.00965101 0.00308373 0.0198574 -0.0110779 -0.000705755 0.0561823 -0.000158408 -0.023803 0.00366101 -0.0165414 0.0273145 -0.00347879 0.000303116 -0.0304129 0.0458534 -0.0213443 -0.0394795 -0.00244091
internal_weight=84.337 67.9752 16.3618 66.8939 15.3615 1.64827 1.52596 13.7132 7.41388 6.29933 5.49102 2.39469 3.09633 1.2622 1.33831 0.933764 7.07394 0.115531 1.41043 0.261096 0.193859 0.160414 0.0950996 0.0669277 66.3824 0.176767 0.0560552 0.0251532 0.0487001 6.36089
internal_count=4034 3004 1030 2989 999 240 237 759 537 222 179 65 114 83 59 77 532 47 190 164 141 139 74 72 2962 133 120 118 69 525
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 2 2 1 0 0 1 1 0 1 0 1 1 2 0 2 2 0 2 2 1 2 1 0 2 2
split_gain=0.00655838 0.0273585 0.265818 0.103144 0.0965344 0.0690884 0.0429512 0.0396725 0.163318 0.077415 0.141709 0.0442171 0.118261 0.104824 0.0813325 0.0976137 0.187039 0.0385026 0.0289462 0.0867978 0.0343004 0.0318958 0.0476207 0.100212 0.305663 0.0498226 0.0277435 0.0273607 0.0255545 0.164796
threshold=41.243661560350013 0.39542229275000007 0.53544804050000006 36.728658719300007 0.39408999735000005 41.147265497500008 40.984321400500008 0.39072183470000005 0.52770875125000016 0.52404119640000013 0.39019789825000006 0.38906020780000011 0.52005927965000021 0.38052752915000004 0.51401155655000019 0.37078231190000005 0.36945001650000003 41.035283712600005 0.56719858685000013 40.80591513400001 39.051326806600009 0.54136103710000005 37.784765830350004 39.952536079750011 0.43590012275000006 40.377444152000002 0.42290649980000011 0.56859076075000015 40.241071441700008 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 9 -9 10 11 12 13 14 15 16 28 18 21 20 27 -4 26 24 -24 -25 -23 -20 29 -1
right_child=-2 2 17 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010714733663318421 -0.00093746887868912136 0.0025047463054663302 0.0019715116997068628 -0.10309041552823983 0.034483616314598835 0.028140219631196735 -0.013139033399517261 -0.06239561698503359 0.027663935580861623 -0.026838235922878304 0.03163300753977269 -0.022160005280464079 0.045256988393622452 -0.034204512613994119 0.038636605393832457 -0.037122684177899268 0.053060164344428576 0.023032119463281084 0.010046089119529124 0.080442685987174883 0.0073047480081190694 0.020487324970302576 -0.10535331779460742 0.0080499747057934546 0.006943106906087757 -0.016034772034229688 -0.0080596759389386947 -0.10197809306665295 0.0053132185324589335 -0.045084422994939317
leaf_weight=10.9141364488782 38.999607966936253 0.12483015895827421 6.052778094221134 0.35720023719325411 0.91749218340555572 0.94586879709640825 2.0879074598669822 0.42833923769194271 0.37999302055686712 0.87260661259642702 1.6664983313530672 0.76732295646797766 0.6217522225342681 0.81302446126937766 0.60134420916438003 0.63974470231914793 0.70736208651214738 0.677236078122747 0.036812944308622586 0.16238248964236834 1.3924139184062196 0.7694640508652808 0.42628343874821428 1.5355774526979078 0.56187335800404981 1.9490895500348413 0.61058726564669996 0.053469672121234879 7.3660703783084491 0.8325637988746174
leaf_count=432 2183 20 46 92 14 33 36 35 10 16 22 25 18 24 11 40 13 29 10 36 133 29 59 33 33 35 48 346 167 6
internal_value=1.30103e-05 0.000831801 -0.00271156 -0.0757447 0.00253728 0.00154855 0.000672122 0.00175576 -0.0200591 0.00243917 0.00346395 0.00144602 0.00225121 0.00102882 0.00238893 0.00132356 0.00256451 -0.000237268 -0.00140022 0.0110334 0.0034318 -0.00311825 -0.00838185 -0.0133922 -0.0415007 -0.00542142 0.00785704 -0.0563 0.000695665 -0.00219989
internal_weight=84.2716 45.272 14.71 0.48203 30.562 29.6445 28.6987 26.6108 0.808332 25.8024 24.9298 23.2633 22.496 21.8742 21.0612 20.4599 19.8201 14.228 13.5507 1.64508 1.4827 11.9057 5.85288 4.47282 0.988157 3.48467 1.38005 0.0902826 19.1128 11.7467
internal_count=4034 1851 949 112 902 888 855 819 45 774 758 736 711 693 669 658 618 837 808 525 489 283 237 160 92 68 77 356 605 438
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 1 1 1 2 2 2 0 1 0 1 0 0 0 2 2 0 2 0 2 2 1 0 0 0
split_gain=0.00811184 0.0522758 0.0697054 0.0449692 0.217847 0.124995 0.124098 0.278327 0.181591 0.139831 0.0813319 0.178547 0.0596981 0.0965897 0.051601 0.0291082 0.0280372 0.0507689 0.0209597 0.0201676 0.024669 0.0463984 0.0926581 0.1659 0.0172036 0.0203764 0.0208162 0.0163842 0.233469 0.151281
threshold=37.52517992975001 37.784765830350004 0.41347564445000012 0.50086823750000009 0.50278434775000014 0.36575252235000005 0.36575252235000005 0.36945001650000003 0.37668033890000002 37.311503175250003 37.038444968100009 36.491284729650012 0.49880243110000005 0.36533337325000009 0.49336846205000007 0.34398670700000006 0.52005927965000021 0.52366695610000014 0.54797760550000019 37.903039192800001 38.334060527150008 0.5216909673500002 38.244973486750006 0.5231430197000001 35.171584490050009 33.151194885250007 0.31100865245000009 0.5223196910500002 0.52432561900000019 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 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 10 -6 -8 -9 16 11 12 13 14 15 24 -10 -18 -19 -3 21 -21 23 -23 25 26 -1 29 -29 -22
right_child=1 19 -4 4 6 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 27 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.10025325087261028 0.049406852618564964 -0.016851575288592557 -0.0022985021735359499 -0.11204477662447909 0.045598705395247123 0.081816289717224822 -0.1259299953971697 0.091713955496543709 -0.031368477533148795 -0.063470307932114611 0.059954411126649593 -0.10584801789489112 0.019459610914785985 -0.10898681076942646 0.10016892348686522 -0.088355615138481836 0.036638430265485383 0.0007842398923008408 -0.021040549003063277 0.0031673865442749501 -0.0002929842848483297 0.10238956363113057 0.083370275167633734 -0.10194755070815337 -0.034205312072121442 0.078531898109359011 -0.10051387261049489 0.038661654254151259 -0.00069265201012712189 -0.0367374852865806
leaf_weight=0.0076197185553736882 0.50133646016137479 0.70418763199536627 0.54327771803745151 0.19429911977204017 0.45562210679054249 0.21503240386664391 0.19526325911283482 0.19013762168469828 0.29245058843253069 0.41161283507608448 0.19911581784981525 0.16521404569675713 0.83309110812842846 0.10681615024805069 0.046768883243203163 0.044097213630787113 0.3545295405419896 2.21026583882167 0.54941336832995613 1.3653451538477739 49.88926724953798 0.068926714360713848 0.22810272456035818 0.093810569831783042 0.058172758464934304 0.045698574715061113 0.016026454428143211 1.6223158667489794 21.292439970449848 1.1656027092719217
leaf_count=1 23 30 24 6 6 10 2 7 19 19 25 20 9 3 14 65 17 76 305 36 1514 1 9 51 21 17 62 53 1536 53
internal_value=1.0666e-05 0.000297185 0.0225162 -0.00335713 -0.00829936 0.0104475 -0.00397304 -0.00934595 -0.00366675 -0.0084164 0.000368392 -0.00859608 0.00527556 -0.0310609 0.00705434 -0.0183215 -0.00176446 0.00101561 -0.00356077 -6.49496e-06 0.00015015 0.0118639 0.0422439 -0.0154014 0.00589722 0.0395389 -0.0358189 -0.000127957 0.00209355 -0.00112503
internal_weight=84.0659 77.4746 1.04461 6.59125 4.85359 1.73765 4.6593 4.20367 4.00841 3.81827 1.52262 1.3235 1.15829 0.3252 0.218384 0.171615 3.40666 3.11421 2.75968 76.43 75.7258 1.75619 0.39084 0.162737 0.127518 0.0693447 0.0236462 73.9696 22.9148 51.0549
internal_count=4034 3330 47 704 457 247 451 445 443 436 237 212 192 183 180 166 417 398 381 3283 3253 97 61 52 101 80 63 3156 1589 1567
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 0 0 2 2 0 0 2 1 0 1 2 1 0 2 0 1 2 1 0 0 1 0 0 1
split_gain=0.00893664 0.0597463 0.0546881 0.0441068 0.0339485 0.0189237 0.0186284 0.016517 0.0124809 0.0204047 0.109212 0.0121841 0.0115733 0.037078 0.07317 0.123236 0.102948 0.330422 0.118263 0.0933475 0.063776 0.048519 0.0154817 0.058861 0.327045 0.114104 0.0776101 0.0463242 0.137939 0.0373649
threshold=34.654301448200009 33.151194885250007 0.51191581090000016 0.38906020780000011 30.317390213800007 0.53043322055000008 0.52092751715000019 0.5681267027500001 35.171584490050009 35.782584506850007 0.50086823750000009 0.53928026105000015 37.198331469900005 0.39072183470000005 0.52284362740000012 0.36533337325000009 36.893814626400008 0.36491422415000008 0.5017514446000001 35.879804895950009 0.5296248615500001 0.45434268435000008 38.400997490450003 0.37668033890000002 0.52770875125000016 0.47565941140000007 0.39670967935000007 0.54300769440000007 0.54942965780000008 0.44521122120000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 -1 -7 11 10 -10 -2 13 14 15 16 17 18 19 -11 -15 -22 23 25 -25 -14 -26 -28 -29 -30
right_child=8 2 -4 5 -6 7 -8 -9 9 12 -12 -13 22 20 -16 -17 -18 -19 -20 -21 21 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.049152859321511498 -0.017067067890343131 -0.011143558164806871 0.076336357132812727 0.10052468310032021 -0.089676173694598738 -0.10091966725889377 0.095614329328404149 0.067154231492451824 0.07290859918680595 0.098988630265712196 -0.036099559439260555 -0.00085383025842360497 0.0016574454866265496 0.01882398788243159 0.02344107883658221 -0.048629451804886176 -0.048002829074970742 0.1028901849349601 -0.11445785575933612 -0.054407101240433423 -0.10354171780728741 0.039142904110076288 -0.00016143750828815352 -0.069938223553350207 0.051903351524302893 0.048799037869061361 0.016446584885452364 -0.10609134861574021 0.051646710861453241 -0.0071180248869429476
leaf_weight=0.017624807855297298 0.84180763541576276 0.11888642845286768 0.17914615642296106 0.029497446492314339 0.10157491889804371 0.012125850444135722 0.017932420800207183 0.011291704179733131 0.20284478364918967 0.070702488328599378 0.16804958858214292 1.0314066482491293 1.5258329955540859 0.10825847536466415 0.73184106033295382 0.63053516112267971 0.22361313418741702 0.31297138705849648 0.13312972895801067 0.090388359362464143 0.14094177865968049 0.028681572980097769 73.232931780773214 0.59988942711419246 0.41182093694806132 0.77383989898953576 1.2797182561480442 0.13571152742952097 0.13343696210631606 0.57211348329894562
leaf_count=47 22 43 68 2 42 16 4 102 14 8 33 25 40 21 7 19 23 4 3 44 54 56 3141 34 7 28 19 7 36 65
internal_value=9.44742e-06 0.0135014 0.0414403 -0.0303124 -0.060238 0.0472412 0.0238569 -0.0198762 -6.95296e-05 0.000115946 0.0235178 -0.00813993 8.97019e-06 -0.00672965 -0.00236943 -0.0152954 0.0100034 0.0313656 -0.0447174 0.012918 -0.0411427 -0.0794152 0.000220646 0.00537147 -0.00354707 0.0175206 0.0121776 0.00446418 -0.0137633 0.00399583
internal_weight=83.8685 0.48808 0.298033 0.190047 0.137132 0.052915 0.0355572 0.0234176 83.3805 81.5073 0.370894 1.87321 81.1364 2.47106 2.19318 1.46134 0.830805 0.607192 0.294221 0.161091 0.277882 0.169623 78.6653 5.43236 3.13269 2.29967 2.5328 2.12098 0.841262 0.70555
internal_count=4034 324 111 213 93 120 51 118 3710 3663 47 47 3616 239 108 101 82 59 55 52 131 110 3377 236 168 68 134 127 108 101
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 0 2 1 0 2 1 2 0 2 2 0 2 1 1 1 2 1 1 2 0 2 2 2 2 1
split_gain=0.00615704 0.0180916 0.0379809 0.012329 0.011636 0.0477068 0.017533 0.0157842 0.0155435 0.0310157 0.0468618 0.049176 0.0543032 0.025393 0.0280367 0.0243449 0.0239253 0.0609145 0.0792227 0.046432 0.0529547 0.0725382 0.0150985 0.0611373 0.141568 0.0231269 0.097601 0.0131126 0.0379758 0.0102234
threshold=49.283271594150008 0.39718870690000002 0.55677973715000018 0.55832160710000012 0.31100865245000009 0.39672464895000009 48.86568841230001 0.31060447290000009 0.44284602260000011 39.458743938000005 0.31761025120000003 41.872294782850005 0.43260680815000008 35.782584506850007 35.509685375550013 0.43780126340000008 43.933728833200007 0.34524415440000006 0.34527409360000011 0.39193437325000008 47.709122305950011 0.35862698720000002 0.34311846950000008 38.064633603500006 0.46989611090000011 39.110279783550006 41.436838994450007 45.048573272350005 44.952171034750002 0.34398670700000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 7 8 27 9 13 -11 -12 -13 14 15 -6 22 -18 -19 20 21 -20 23 -10 25 -25 -27 28 -1 -24
right_child=1 2 3 -5 6 -7 -8 -9 16 10 11 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 29 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10082162137498235 -0.0032698531486712286 -0.081052738277101022 0.10061848626841369 -0.10010051078412152 -0.10074669407982528 0.065725726555876759 -0.01672870089207033 0.0083037230817231775 0.027603320495622211 0.0065568682522144442 0.094073793212487808 0.086113982973166955 -0.10084190519349211 -0.10204542929820078 0.100623644010289 0.10003753816558543 -0.10262010042593679 0.1020001199587509 0.013448608049552745 -0.10101062923610493 0.04055266184916622 -0.10286259796171933 0.0093622242947635752 0.052513015618473859 -0.1060082926331448 -0.10296855488258153 0.079235104555016186 -0.041170741770939684 0.075381908392225555 3.1259270699313768e-05
leaf_weight=0.018289966395299784 0.85870963241905229 0.077901506799289422 0.018473874777555466 0.003667786963916341 0.025230668157006586 0.13560251395665535 0.62493220121098048 0.89082696684636176 0.21028296304574112 1.0248313686606705 0.13385584677575924 0.029183544124293803 0.033223000953185533 0.042216081434048647 0.018625734373927116 0.0079388957237824798 0.078172752600945361 0.058134511113166809 0.11867942092521844 0.063953899273729853 0.13582792377565056 0.097810688518620736 1.1923322365619231 0.094156630926590879 0.17479438879217923 0.060197657083335798 0.057463954963395736 0.12973240041173995 0.036925372667610645 77.234467221512062
leaf_count=123 4 90 1 160 75 39 32 4 23 27 75 10 32 74 1 7 21 1 35 344 9 95 15 6 11 24 18 21 3 2654
internal_value=9.06687e-06 -0.00795859 -0.0482038 0.0673692 0.000101406 0.00983018 -4.31688e-05 0.00278449 8.57365e-05 0.0108686 0.0151298 0.0598952 -0.0134146 -0.0444785 0.00244174 -0.0526904 -9.2465e-05 -0.0208281 -0.00735045 -0.0226218 -0.00839243 -0.039101 5.25307e-05 -0.0157917 -0.0393948 0.0155754 -0.0139833 -0.0237997 0.0170149 0.000173119
internal_weight=83.6864 0.958753 0.100043 0.0221417 82.7277 1.21138 81.5163 1.07577 80.8914 1.31511 1.22109 0.196262 0.0624065 0.0940114 0.0517953 0.0331696 79.5763 0.552579 0.474406 0.416272 0.352318 0.21649 79.0237 0.596896 0.386613 0.211818 0.117662 0.184948 0.0552153 78.4268
internal_count=4034 255 251 161 3779 190 3589 151 3557 301 144 117 42 157 83 82 3256 505 484 483 139 130 2751 82 59 48 42 147 126 2669
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 1 0 0 2 0 2 0 1 2 1 0 2 0 0 2 1 0 2 2 0 0 0 1 0 1
split_gain=0.00753301 0.051249 0.0479598 0.0389694 0.0304143 0.0320854 0.017249 0.0146707 0.0111605 0.0420993 0.0467546 0.231687 0.0553876 0.0404544 0.0521592 0.036729 0.0242034 0.0233909 0.0540411 0.0456791 0.0415866 0.0340683 0.0167639 0.0163111 0.0244117 0.112658 0.177477 0.0746748 0.0933728 0.0146505
threshold=34.654301448200009 33.151194885250007 0.51191581090000016 0.38906020780000011 30.317390213800007 0.38052752915000004 0.53043322055000008 0.5681267027500001 37.52517992975001 0.50008981770000005 36.491284729650012 0.49880243110000005 0.36533337325000009 37.784765830350004 0.41347564445000012 0.45994131915000008 35.509685375550013 0.53928026105000015 0.54429508100000012 36.893814626400008 0.36533337325000009 0.52366695610000014 37.903039192800001 38.334060527150008 0.46989611090000011 0.48447651265000008 0.5216909673500002 0.39278764110000003 0.54562737640000014 0.39476362980000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 9 10 11 12 15 14 -10 16 -2 19 -19 20 -11 -22 -15 24 -24 -26 -27 -28 -29 -20
right_child=8 2 -4 6 -6 -7 7 -9 13 17 -12 -13 -14 22 -16 -17 -18 18 29 -21 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.10047030339605641 -0.10177461899251974 -0.010544102570828599 0.072805738445260865 0.10047450965045415 -0.087921488640002571 0.10028847517401879 -0.10083196477167169 0.063264573985366557 0.044032161239933407 0.011657786702226808 -0.012874705030542492 0.10210508381761266 -0.075333489641929638 -0.015386438992166272 -0.0011735255117451859 0.066519241878068333 0.028537407604041179 0.021137635712667191 -0.00094508879128118387 -0.032206694949539615 -0.034875402673133681 -0.0029795869958482782 -0.0018911710066051735 -9.127376088711764e-05 0.078062458410128099 -0.071622159837775576 0.076844788262966424 0.065997723967506763 -0.10225253555470554 -0.02443963422543725
leaf_weight=0.01295219070191822 0.031148496481231969 0.11644665621709294 0.16955398928651633 0.026702212169766426 0.093952073519923518 0.020657769870012999 0.010981321506733366 0.010812664628168989 0.47986233309757043 0.87034925259649831 0.33612507283157811 0.25865748897194862 0.13669768534600735 0.70258661192258287 0.54525945234041728 0.067863774485886097 0.026276969963873853 0.78003966021060467 0.4968510642647741 0.89132801228697633 0.57389758638441868 0.80404255635858135 0.87194397365539422 73.840249953145417 0.25088153127580881 0.22513297226532814 0.22468302585184574 0.066119319698827894 0.065819029902296045 0.56977393948519151
leaf_count=48 10 43 68 2 42 3 16 102 23 9 46 6 5 30 24 14 39 17 2 29 24 34 16 3156 9 11 6 11 44 145
internal_value=6.43079e-06 0.0127395 0.0388694 -0.0297078 -0.0587164 0.0229225 0.046595 -0.0194186 -6.43551e-05 -0.00427835 0.016199 0.0349688 -0.0313142 0.000254291 0.0199874 0.0167133 -0.0421459 -0.00779688 0.0011337 -0.0130497 -0.00545494 -0.0162639 -1.10139e-05 0.000131982 0.00980312 0.0220495 -0.00210609 0.041779 -0.0179359 -0.0134955
internal_weight=83.5776 0.462059 0.286001 0.176058 0.127562 0.03361 0.0484962 0.021794 83.1156 5.84305 0.856769 0.520644 0.261987 77.2725 1.02512 0.125289 0.0574255 4.98628 1.84666 3.13962 2.24829 1.37794 76.2474 75.5448 1.70458 0.832636 0.581754 0.356621 0.131938 1.06663
internal_count=4034 324 111 213 93 51 120 118 3710 380 120 74 68 3330 47 63 49 260 164 96 67 58 3283 3253 97 81 72 61 55 147
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 2 2 2 2 2 2 0 0 1 2 0 1 2 1 0 2 2 2 1 0 1 2 0 1 2
split_gain=0.00682941 0.0269224 0.0214013 0.0881946 0.115982 0.0370269 0.0987724 0.0195757 0.0171548 0.0577625 0.0179227 0.0168075 0.0331312 0.0131738 0.0450593 0.049846 0.0865422 0.0574161 0.0331016 0.0111493 0.00693306 0.0658088 0.023533 0.0214245 0.0516438 0.0161613 0.0077874 0.0351129 0.225761 0.123019
threshold=0.39672464895000009 48.86568841230001 47.709122305950011 48.96897326980001 0.46898296455000005 49.122847560300009 49.283271594150008 48.226196960950006 48.457543166250012 48.226196960950006 44.952171034750002 0.39718870690000002 0.55677973715000018 0.34219035360000005 41.919251152600005 0.44284602260000011 0.32058920395000007 35.782584506850007 0.33204095685000007 0.55832160710000012 43.832725745850006 45.295823381400005 43.631818398850008 0.34674111555000003 0.50922128080000018 0.34527409360000011 41.257403903850005 0.47700667645000011 0.34398670700000006 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 -5 -7 -6 9 10 -1 -8 -13 14 15 16 17 -2 -17 -14 22 23 26 25 -25 -22 -15 28 -28 -30
right_child=2 -3 3 5 7 6 11 -9 -10 -11 -12 12 19 20 -16 18 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.10074719748353385 0.051438744665899927 -0.017045846867202185 0.10272199879844422 -0.047485640025845828 0.035035465184041957 0.10206976825735657 -0.0019003455445902166 -0.01563737640178281 0.00035147825020441791 0.10121825813525652 0.0065623111216626525 -0.077731182184987341 0.10055933793915067 0.00080851758370018879 -0.10083743844398847 -0.10125879096325303 0.073653192179570517 -0.10116693849396251 -0.012406898879544374 -0.10009093927787178 -0.0027459886400757801 -0.10305564736520419 0.016203189768790142 0.079298977893305603 -0.0025402340074101204 -0.056774885815707665 0.1018251868377653 -0.00082214047537526071 -0.10595601428836406 0.012092000924472187
leaf_weight=0.021508984459230773 0.038908891845479299 1.0539546516665721 0.2110865786671593 0.16641127472394135 0.13582624598961957 0.09229021351347888 0.85105915367603302 0.17377376796912358 1.0150533895939586 0.071917116641998291 0.056313857552595437 0.073340133573626787 0.016726704314351082 44.746798198845397 0.056043136512244018 0.067256281978188781 0.14444518584514299 0.067295496515157538 0.11134272826166125 0.0033187495415063486 0.10787330339734991 0.067799057682186858 0.90206960694740601 0.083318970086070254 1.0342548952554529 0.1137366562961688 0.10533083230256934 31.492198047321668 0.24532148938305909 0.13790314164869244
leaf_count=165 7 19 4 10 26 6 3 35 10 2 10 90 1 1669 82 32 39 56 20 160 13 174 39 35 229 31 2 936 52 77
internal_value=8.13889e-06 -0.00546564 0.000157623 0.011181 0.0455641 -0.00369895 0.00332946 0.00659357 0.00501263 0.0366095 -0.0230963 -0.00631935 -0.0465914 -8.13366e-05 -0.0165071 -0.00549685 0.0232683 -0.0452585 -0.0458665 0.0673394 1.9519e-05 -0.00693741 0.000145609 -0.00207122 0.00356116 -0.0304752 -4.3177e-05 -0.00123485 -0.027838 -0.0634765
internal_weight=83.4645 2.21875 81.2457 1.72383 0.520687 1.20315 1.03673 0.3096 1.16479 0.14974 0.0778228 0.944445 0.0933856 79.5219 0.485292 0.429249 0.25065 0.106204 0.178599 0.0200455 79.0366 1.40698 77.6296 1.33918 1.11757 0.22161 76.7276 31.9808 0.488555 0.383225
internal_count=4034 206 3828 335 65 270 260 61 187 177 175 254 251 3493 236 154 102 63 52 161 3257 482 2775 308 264 44 2736 1067 131 129
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 1 0 1 2 0 0 2 0 2 2 0 1 2 1 0 2 1 1 0 0 2 2 0 1 0
split_gain=0.00620069 0.0440517 0.0418144 0.0347445 0.0266419 0.0290924 0.0157518 0.0137024 0.0117182 0.0221846 0.0521133 0.00913229 0.0367959 0.0451041 0.213303 0.207314 0.0482846 0.0341702 0.0486579 0.0302454 0.0232243 0.0220698 0.0541762 0.0550873 0.0972385 0.073628 0.0282786 0.0728962 0.0383044 0.0768659
threshold=34.654301448200009 33.151194885250007 0.51191581090000016 0.38906020780000011 30.317390213800007 0.38052752915000004 0.53043322055000008 0.4349121284000001 34.41230404325001 0.51401155655000019 0.52453519355000011 37.52517992975001 0.50008981770000005 37.038444968100009 36.491284729650012 0.49880243110000005 0.36533337325000009 37.828051409500013 0.39736834230000012 0.45994131915000008 37.903039192800001 0.36491422415000008 0.36533337325000009 0.51505942935000004 0.5216909673500002 37.311503175250003 36.491284729650012 0.5296248615500001 0.39476362980000007 0.55481871800000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 9 -4 -11 12 13 14 15 16 19 18 -13 -2 -19 -14 -23 -24 -25 26 28 -28 -26 -30
right_child=11 2 8 6 -6 -7 7 -9 -10 10 -12 17 21 -15 -16 -17 -18 20 -20 -21 -22 22 23 24 25 -27 27 -29 29 -31
leaf_value=-0.10042176930842345 -0.039926343943036111 -0.0098469602543844528 0.10045822689112037 0.10042882921206897 -0.08593153602349056 0.10026076323527736 -0.10072134787912318 0.063384880135255006 0.10032424546948336 0.10087915828392309 -0.10070870962104168 0.042780054541323817 -0.024676777356179957 0.058092011692257688 -0.10493846112837202 0.1019009870485057 -0.070992297603391985 -0.02039791944660712 0.00090492134985711576 0.062736230400546961 0.0001214800829315162 0.032944585509206918 -0.036649422130914829 0.049556789099867431 -0.00019336269310784587 -0.05268714059388261 0.049873628531931093 -0.0079608132165249496 -0.1025117754115025 -0.01329200743538006
leaf_weight=0.011777876283425859 0.051293929666487936 0.11525060743208826 0.041191837750375271 0.02415214478969574 0.08746439702618658 0.018681757617741823 0.01021636366021994 0.010135940747375116 0.06868612380098682 0.026124244555830956 0.025188368724073484 0.45450035124122823 0.62571956496685732 0.19258607961091911 0.14209239904084825 0.23430207371711731 0.13100985623896122 0.55565077734441004 0.71247144256646067 0.065140232443809509 75.390966760178543 0.35328822582960118 0.57151568726340007 0.31797926607396254 1.1559051109379659 0.33632678744652356 0.31745214435795766 0.69522022087271296 0.12111510122304014 0.47634843282771655
leaf_count=48 49 43 3 2 42 3 15 103 17 1 47 26 6 25 21 6 5 15 36 14 3253 5 16 12 13 18 12 76 30 72
internal_value=7.51961e-06 0.0118626 0.0361479 -0.0294691 -0.0578818 0.0226625 0.0458163 -0.0189925 0.0690341 0.0458006 0.00192358 -5.52403e-05 -0.00388647 0.0157888 0.00272929 0.0344862 -0.0293481 0.000232289 0.017214 0.0175092 -2.86467e-05 -0.00711796 -0.00458942 -0.00791126 -0.00310932 -0.00850737 -0.00313549 0.0101691 -0.0108197 -0.0313782
internal_weight=83.3398 0.43887 0.276441 0.162428 0.117924 0.0304596 0.0445044 0.0203523 0.161191 0.0925045 0.0513126 82.9009 5.7873 0.816425 0.623838 0.481746 0.247444 77.1136 1.16697 0.116434 75.9466 4.97087 4.34515 3.99186 3.42035 3.10237 2.76604 1.01267 1.75337 0.597464
internal_count=4034 324 111 213 93 51 120 118 68 51 48 3710 380 120 95 74 68 3330 62 63 3268 260 254 249 233 221 203 88 115 102
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 1 1 0 0 0 0 1 0 1 1 2 2 0 1 0 0 0 1 1 2 1 1 0 1 1
split_gain=0.00593076 0.0674327 0.0378345 0.0683356 0.151642 0.0267861 0.0866214 0.0832292 0.103027 0.0414377 0.0283639 0.0362964 0.169084 0.122015 0.0321521 0.0335552 0.021407 0.0205292 0.128154 0.0522948 0.0331791 0.0660673 0.0361068 0.0218949 0.0244214 0.0880468 0.0733845 0.059945 0.0398998 0.0198522
threshold=0.42780156285000009 0.54499865270000014 0.42114008565000011 38.400997490450003 0.54797760550000019 0.43287626120000006 0.4349121284000001 0.54942965780000008 0.55481871800000016 0.56294721715000018 0.55832160710000012 0.46280051495000007 0.56294721715000018 0.4662734648500001 0.43837010870000009 38.804080188450008 42.522337019050006 0.54646567465000018 0.40509266190000009 0.54429508100000012 0.5398790455000001 0.54228915300000013 0.41615520495000008 0.40301188585000008 35.050303764500008 0.38906020780000011 0.38552737940000009 0.49880243110000005 0.36533337325000009 0.42922367590000005
decision_type=2 2 2 2 2 2 2 2 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 29 17 -4 -5 9 -7 -8 -9 -3 -10 12 -12 -13 -14 -16 -15 19 -19 20 22 -22 23 24 25 26 27 28 -1 -2
right_child=1 5 3 4 -6 6 7 8 10 -11 11 13 14 16 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0046388333120623059 0.099455111946968655 -0.020463587990271467 0.014569180703899424 -0.064179270515446404 0.00042606567712007718 -0.060982054144919466 0.078609850799665301 -0.10523157563138613 0.02859972755058468 0.059718096355830988 -0.071510926402415964 0.068384925428342652 0.033000828647945811 -0.10253240854406372 0.02098667578491497 -0.0031831902767896305 0.044280615478667074 0.0035518810003843087 -0.1015974806903996 0.022329488176237821 -0.024293014398172198 0.0024133584818160389 0.012797189210286853 -0.018210251030416302 5.8876434734691629e-05 0.090417139591652887 -0.10222413943413407 0.047100215545981858 -0.10953055169268543 0.036092969946451815
leaf_weight=0.081789604609425193 0.07289076856195098 0.10006788238388242 0.6242348960049634 0.59446926063310435 0.93435016377043212 0.2272178633356815 0.13824848533840839 0.091395689953514991 0.36907923630883477 0.18109778597909099 0.32807114866454856 0.23544230405423139 0.32627567432609783 0.061948450445102665 0.67708248566245277 3.7873596026976202 0.011828073839922126 0.61620768445118201 0.14276321779180989 1.0624318861518975 1.6334929653348802 2.1396477001144376 2.3012958954995772 0.64978254014536574 65.216593143563273 0.13783382892142981 0.061928021721541882 0.22440754056378864 0.048919036576990038 0.15375041963871983
leaf_count=120 17 40 14 28 30 24 5 11 19 18 25 24 43 478 81 244 274 48 66 26 26 34 22 63 2137 7 5 17 3 85
internal_value=7.90094e-06 0.00284665 -0.000243111 -0.0133113 -0.0246952 0.000986923 -0.000370552 0.0019146 0.00011397 0.0311811 0.00177483 -4.91423e-05 -0.00205898 0.0332216 0.00269713 0.00048244 -0.0789949 0.00013549 -0.0162268 0.000304316 -1.84655e-05 -0.00914854 0.000482812 5.61558e-05 0.000236617 0.021127 -0.00177347 0.0157439 -0.0380902 0.0564711
internal_weight=83.2319 6.76176 76.4701 2.15305 1.52882 6.53511 6.25395 6.02673 5.88848 0.281166 5.79709 5.42801 5.11879 0.309219 4.79072 4.46444 0.0737765 74.3171 0.758971 73.5581 72.4957 3.77314 68.7225 66.4213 65.7715 0.554878 0.417044 0.355116 0.130709 0.226641
internal_count=4034 1388 2646 72 58 1286 1228 1204 1199 58 1188 1169 393 776 368 325 752 2574 114 2460 2434 60 2374 2352 2289 152 145 140 123 102
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=2 0 1 2 2 0 0 2 0 0 1 0 0 1 2 1 2 0 1 1 1 2 1 2 2 0 2 1 2 0
split_gain=0.00639889 0.042501 0.119807 0.06257 0.134251 0.0556409 0.0897429 0.0918715 0.042647 0.183017 0.0712823 0.0421534 0.0314966 0.0272908 0.0245377 0.0424925 0.0173169 0.015804 0.193617 0.136082 0.317277 0.221954 0.217324 0.48498 0.32696 0.149477 0.412518 0.230684 0.14481 0.173803
threshold=37.52517992975001 0.50086823750000009 0.36575252235000005 37.038444968100009 36.491284729650012 0.51191581090000016 0.51675099550000014 37.311503175250003 0.50008981770000005 0.49880243110000005 0.36533337325000009 0.49336846205000007 0.52366695610000014 0.34398670700000006 37.784765830350004 0.41347564445000012 35.171584490050009 0.5223196910500002 0.38976377950000002 0.37078231190000005 0.37668033890000002 41.898943182100005 0.38906020780000011 40.241071441700008 39.051326806600009 0.50339810185000011 41.257403903850005 0.35651627195000007 39.952536079750011 0.50278434775000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -3 -7 12 9 10 11 13 -8 16 15 -2 -1 19 -19 25 21 -21 23 -22 -24 27 -27 -16 -29 -30
right_child=14 5 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 17 -17 -18 18 -20 20 22 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=0.046207108647146902 0.038014001548494554 -0.030871090071505503 0.082400195206146595 0.054150522907774036 -0.10445238766218755 0.059498779566554583 0.025167254858127049 -0.054020368813067578 -0.014237233572500466 0.10185300343283799 -0.10620635329525495 0.10013825748944308 -0.0048717639000880981 -0.087065188620171347 0.00048142728100887615 -0.003301146843735957 -0.034546337609301606 0.066757532571921505 0.00093025083746502222 -0.1172488236770039 0.082391039490222986 -0.016197138139694062 0.037473016935896407 -0.02532514884163041 -0.12010227310362381 0.1027250034741015 -0.013742497733994611 -0.08703518533956138 -0.042096856002580757 0.10375180985178523
leaf_weight=0.057898362760943733 0.46308421883486406 0.86225988266983211 0.20488317266426737 0.18626724045316212 0.12904192509708412 0.21857202809769694 0.40129138773045347 0.36497074916223926 0.58093848824501038 0.18905652407556772 0.079407911747694016 0.038506502518430352 2.6814338989940616 0.04067526223250062 47.377618924690211 0.53832738792348778 0.049053666502004489 0.45577505203437141 22.738393691200407 0.48597268054436549 0.67253180034458671 0.39324085326916247 0.22051904861302762 1.104355163150103 0.3268572684293698 0.51896335877245181 0.73456911457469687 0.49048242272146936 0.36348834115908346 0.1053972989320755
leaf_count=80 23 24 10 25 20 10 21 19 4 5 3 14 383 65 1197 24 21 28 1639 38 16 23 12 42 84 13 35 26 129 1
internal_value=6.23372e-06 -0.00311576 0.0111438 0.000336375 -0.00827087 -0.0080145 -0.00263892 -0.00657824 0.00371465 0.0266557 -0.0268823 0.00695879 -0.000961458 -0.0173458 0.000252956 0.0158043 0.00916945 4.80123e-05 0.00222378 -0.000907877 -0.0208833 -0.072052 -0.00152743 0.0154442 -0.0566206 0.000382508 0.0344751 -0.000501622 -0.0490487 -0.00931262
internal_weight=83.0738 6.08426 1.55573 1.35085 1.16458 4.52853 3.66627 3.4477 1.03554 0.454598 0.265542 0.186134 3.08273 0.147627 76.9896 1.00141 0.106952 75.9882 23.1942 52.794 3.20348 0.879214 2.32426 1.77689 0.547376 49.5905 1.25353 48.337 0.959368 0.468886
internal_count=4034 704 247 237 212 457 433 423 192 188 183 180 404 166 3330 47 101 3283 1667 1616 215 61 154 58 96 1401 48 1353 156 130
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 2 2 2 0 2 2 2 2 0 0 2 0 0 1 0 1 0 0 1 2 2 1 0 1
split_gain=0.0063097 0.123707 0.0897785 0.0568185 0.136416 0.0476032 0.0312892 0.0276771 0.0243994 0.113738 0.0711303 0.0389873 0.0787209 0.0373069 0.165809 0.140331 0.0944585 0.0248032 0.0936691 0.0229867 0.0343828 0.238839 0.275952 0.0833504 0.0549834 0.0704975 0.0293738 0.0371911 0.0288045 0.0242001
threshold=0.34515433670000012 0.48597347385000006 0.48386275860000011 0.34494476210000008 0.47961138885000004 0.47961138885000004 41.646178195200001 41.385032804600009 39.011793722550003 0.47464147780000004 39.577821550850011 39.861052345600008 40.377444152000002 41.360869295700006 0.47769527860000011 0.47754558250000007 41.898943182100005 0.43260680815000008 0.47464147780000004 0.34521421515000011 0.47754558250000007 0.34536391125000004 0.47709649410000005 0.4778150355000001 0.34551360740000009 42.686561923500008 42.719328117250008 0.35807311160000005 0.47817430615000006 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 8 7 -5 9 -1 -10 -12 -13 14 -14 16 -15 -18 -19 -2 21 22 -21 -22 -23 -26 -27 -28 -25 -30
right_child=19 -3 -4 4 -6 -7 -8 -9 10 -11 11 12 13 15 -16 -17 17 18 -20 20 23 24 -24 28 25 26 27 -29 29 -31
leaf_value=-0.0014082258532727831 0.010189889548465666 0.046767967762472828 -0.043230412278062513 0.0015000448236899 -0.045155722922157082 0.010694799720743298 -0.014785734103922366 0.035972786473815958 -0.051317398149590854 0.073497579160553383 0.033691029949655928 -0.033762249542509892 -0.02544731630286446 0.061704271570656416 0.04209643638221313 -0.0488904677494095 -3.2555741182212247e-05 0.015591615109153901 -0.1048081582327348 0.020213873825779875 0.031162425750127145 0.019669061572371024 -0.15616491360840831 -0.019157053425920952 -0.10189762139139497 0.10050651477651776 -0.10053391178765965 0.042756181692749834 0.010170443226370767 -0.00014935877102454997
leaf_weight=1.8344288629377365 2.3381989708441315 0.51080605946481128 0.54184827022254367 0.7865680126185659 0.96793271414935578 3.6116899861954144 0.74167650700837828 0.33086914196610451 0.32298734120558936 0.22789328811631993 0.27337843738496292 0.82730605683173042 0.6398131604150874 0.24565979677208805 0.84140183596173301 0.63735439133597527 3.4911703504836642 0.16552268186114805 0.10599511633336078 0.14916951063896267 0.87109128828160365 0.86589412848843472 0.21883171715307981 0.77415851173282035 0.093405060016507058 0.030325846746563911 0.030763948377000361 0.044050352963722617 2.365177998552098 57.892568236772952
leaf_count=188 31 17 5 64 16 30 21 4 14 9 10 15 47 27 9 10 204 40 30 44 21 22 4 23 76 2 36 79 36 2900
internal_value=7.32437e-06 -0.00170344 -0.00319556 -0.00184412 -0.0147121 0.000906688 0.00113814 0.0117073 -0.00277083 0.00686911 -0.00540382 -0.00335203 -0.00480824 -0.000898633 0.0129208 -0.00530476 0.00162566 -0.00229677 -0.03141 0.000452882 9.34145e-05 -0.0152233 -0.0846697 0.000447844 0.00878596 -0.0386774 0.0174867 -0.0161653 9.46308e-06 0.000255704
internal_weight=82.7779 17.1043 16.5935 16.0516 2.82705 13.2246 1.85911 1.11744 9.61291 2.06232 7.55059 7.2276 6.95422 6.12692 1.48121 4.6457 4.00835 3.76269 0.271518 65.6736 63.3354 1.43244 0.368001 61.903 1.06444 0.198545 0.10514 0.0748143 61.0319 60.2577
internal_count=4034 760 743 738 105 633 89 68 603 197 406 392 382 367 56 311 301 274 70 3274 3243 263 48 2980 215 193 117 115 2959 2936
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 0 2 2 1 1 0 0 2 2 2 0 1 0 2 1 2 0 0 1 1 0 2 0 2
split_gain=0.00674777 0.0231586 0.0220644 0.0231143 0.0189367 0.0375488 0.0791265 0.0984868 0.199728 0.038318 0.0708946 0.0762332 0.026758 0.0302178 0.0391635 0.024668 0.0167365 0.0159353 0.054674 0.0249486 0.0812282 0.0416169 0.0423025 0.0735737 0.0396165 0.0625762 0.0738473 0.0381926 0.121818 0.0487346
threshold=0.47865333370000007 0.47817430615000006 0.47916230050000003 0.47943175355000006 0.34542378970000004 0.34518427590000006 0.47769527860000011 41.741384785950011 41.919251152600005 0.34503457980000002 0.34479506600000004 0.47736594710000008 0.47700667645000011 41.289992964000007 44.756878345700009 41.481306584950012 0.47464147780000004 0.34488488370000009 0.48244064550000004 42.456897412850005 0.34494476210000008 42.488347682450005 0.48447651265000008 0.48797940185000005 0.34542378970000004 0.34584293880000011 0.48244064550000004 42.283941020600004 0.49649711085000009 42.066503896600004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 -9 10 11 16 13 -6 -15 -11 -1 18 -5 20 -19 -21 24 -24 -23 -26 -27 29 -29 -22
right_child=2 -3 3 17 12 6 -8 8 -10 15 -12 -13 -14 14 -16 -17 -18 19 -20 21 27 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0014138799106218748 0.011421236774658769 -0.011878076853094529 -0.021072108975215956 0.016546656852587164 0.0035570023097364258 -0.08545306699407762 -0.00011552707403981354 0.10134532596015455 -0.10333513580634471 0.020878148809494859 -0.024741413892738453 0.029351371654807518 0.02076269442141589 -0.10187549755807795 0.028745825901529628 -0.0026691145317751272 -0.025351402844882815 -0.039042931630264809 -0.0065529452319528746 0.034192517520376019 -0.00071818031824176498 0.0062015285385661097 -0.047305278301693662 0.00078740158638335904 0.0040257767589081776 0.011418095867539411 0.098215902044057543 -0.042797523501303232 0.0034193452019014091 0.015252215771299819
leaf_weight=5.8954717114956772 1.7808461246604554 2.0148393986528381 0.50970579712884401 2.3100965451449218 0.55036072167623717 0.29835748594715272 0.95789222724124556 0.10278430860489607 0.088917162904181168 1.3064469305337532 1.23327657438611 0.84894241485744704 0.93166499395738356 0.065372672680460653 0.035374399871216156 0.67462169131431426 0.30730870426032186 0.55832787603139067 1.8413867750205097 0.4380270391484381 43.53434524930006 2.7949590389616783 0.3314204987620134 7.9149952308805469 0.41193360474426288 0.17635931840050034 0.22066778567386791 0.87525282589194775 1.6369134488184043 1.9984740840088751
leaf_count=498 30 33 27 23 51 12 17 3 44 62 56 9 55 74 55 19 27 4 26 18 1701 30 29 920 21 10 54 17 49 60
internal_value=7.55246e-06 -0.00188731 0.000438442 0.000140077 -0.000373421 -0.00176061 -0.0168361 -0.0495188 0.0064081 0.000365668 -0.0026218 0.00124671 0.00989308 -0.00566016 -0.0560116 0.0128595 -0.00259983 0.000306304 0.00630085 -0.000102393 -0.00112018 0.0039232 0.00280435 -0.00114543 0.0118421 0.0313305 0.0596603 -0.000679485 -0.0126829 -1.72261e-05
internal_weight=82.6453 15.3116 67.3337 65.5529 13.2968 11.714 1.44795 0.490059 0.191701 10.2661 8.285 7.05172 1.58277 0.651108 0.100747 1.98107 6.20278 65.0432 4.15148 60.8917 48.6033 12.2884 11.8503 8.24642 3.60392 0.808961 0.397027 48.045 2.51217 45.5328
internal_count=4034 1015 3019 2989 982 747 76 59 47 671 590 534 235 180 129 81 525 2962 49 2913 1831 1082 1064 949 115 85 64 1827 66 1761
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 2 0 2 2 2 1 0 0 0 2 2 1 2 0 0 0 1 2 1 0 0 0 2 0
split_gain=0.00569363 0.0361925 0.0337336 0.0187272 0.015128 0.0259712 0.0579868 0.0257826 0.0175076 0.0225971 0.0132663 0.0129835 0.0556139 0.021213 0.0990396 0.0316304 0.156429 0.182986 0.087249 0.146743 0.0737127 0.0929557 0.0535993 0.0783552 0.0579079 0.103009 0.14032 0.0902466 0.0816292 0.0541859
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.47943175355000006 0.34536391125000004 42.719328117250008 44.262924377150007 0.47700667645000011 44.421469061800003 47.927946529500012 44.952171034750002 0.34488488370000009 0.48271009850000007 0.47961138885000004 0.47997065955000012 39.792680591700012 39.420767558750008 0.39045238170000002 39.110279783550006 0.5223196910500002 0.48028502140000007 0.48068920095000006 0.36359689830000008 38.969453495950006 0.37473428940000003 0.52005927965000021 0.5223196910500002 0.52770875125000016 36.010074051050005 0.50278434775000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 -7 -6 -8 10 -10 12 -5 -13 -15 16 18 -18 22 -20 -17 -22 -16 24 29 -26 -27 28 -28 -24
right_child=2 -3 3 11 5 6 8 -9 9 -11 -12 13 -14 14 15 20 17 -19 19 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0016494237808509762 0.018057322661970208 -0.020315448392988156 -0.018964621778941131 0.015053881032310907 -0.0046741501005214325 -0.085105031935819808 0.10042195745065081 0.021403995235997224 0.012943026902864972 0.10027661827413231 -0.10027726662494335 0.016165020745569938 -0.0086890923157050843 -0.039199602055783427 -0.031970575063926282 0.030297407731910232 -0.058509046043210999 -0.0037772373308549477 -0.0021824702679861625 0.061774978570774276 -0.041622582765016014 0.0014190903964831625 0.0051224275309579778 -0.025858152004357034 -0.050810751352993691 0.052683433432316053 -0.0012398760975177818 0.002160863264278797 -0.055328221679067396 0.038211003062446319
leaf_weight=13.16700480622856 1.066533691366202 0.9790056692654624 0.50971390109043468 2.5047720330767325 0.59410118137172752 0.088785791826449301 0.025305835530161858 1.0476725940679896 0.022883422619543126 0.016394032631069422 0.018893787608249113 0.79237627098337426 1.6275806357152758 0.64760630161617783 0.57820993705535784 0.87086100077431083 1.0478387826005922 1.464767058948709 0.89771715960523468 0.5975056352701813 0.50776072728331101 42.470212836712754 1.4529161134573745 1.1151685167195076 0.40928546966279089 0.48549837333848689 0.54465961525420403 5.6513961075414896 0.57210171567658108 0.75059209499158885
leaf_count=742 15 31 27 27 77 76 2 30 12 2 58 8 22 29 37 10 32 67 15 40 11 1911 46 40 33 22 9 546 38 19
internal_value=9.05555e-06 -0.00168726 0.000415775 0.000128512 -0.000469918 0.00809141 -0.0288475 0.0119672 0.0309877 0.0007822 -0.038261 0.000278262 0.0057024 -9.00552e-05 -0.000304495 0.00011944 -0.00375284 -0.0266022 0.000644802 0.0233756 0.00149422 0.000910577 -0.00229534 -0.000732864 0.00210696 -0.00200121 0.000752853 -0.00297227 -0.0289486 0.0163936
internal_weight=82.5251 15.96 66.5651 65.4985 14.981 1.81404 0.172263 1.64177 0.0834771 0.0581712 0.0417772 64.9888 4.13235 60.8565 60.0641 59.4165 15.5677 2.51261 13.0551 1.49522 43.8488 42.978 11.5598 10.9816 9.86645 7.66294 7.25366 6.76816 1.11676 2.20351
internal_count=4034 1030 3004 2989 999 257 150 107 74 72 70 2962 49 2913 2905 2876 944 99 845 55 1932 1922 790 753 713 648 615 593 47 65
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 0 2 2 0 1 2 1 2 0 2 1 2 0 0 1 0 0 2 2 2 1 1 0 1
split_gain=0.0055868 0.051835 0.0348236 0.0169214 0.287452 0.113154 0.0510227 0.0713392 0.0364862 0.0591634 0.0468848 0.0301121 0.0420522 0.0885737 0.0350386 0.0290688 0.0244023 0.135339 0.0768679 0.0296326 0.0202862 0.0140155 0.0480969 0.0619973 0.0518891 0.3844 0.0507713 0.0297539 0.0258825 0.0227651
threshold=0.34485494450000004 0.34479506600000004 0.34488488370000009 40.206947806850003 40.377444152000002 0.3447052483500001 0.47817430615000006 38.969453495950006 41.646178195200001 0.4778150355000001 0.34398670700000006 48.457543166250012 0.34219035360000005 48.226196960950006 0.37331217625000007 41.898943182100005 0.34311846950000008 37.999598532650005 0.46989611090000011 0.42018203045000008 0.31100865245000009 0.4778150355000001 0.47769527860000011 42.719328117250008 41.385032804600009 41.289992964000007 0.35807311160000005 0.34512439750000007 0.47709649410000005 0.34530403280000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 16 9 -6 11 12 13 14 -10 -16 17 18 19 -1 -13 22 23 24 25 28 -25 -23 -4 -29
right_child=2 -3 21 4 8 -7 -8 -9 10 -11 -12 20 -14 -15 15 -17 -18 -19 -20 -21 -22 27 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.10075560602949914 0.024704493477833982 -0.02791725301266126 -0.0004592934247296398 -0.085182378431911274 -0.013136006333272901 0.049926738265982991 -0.025362592361936328 0.045381630000840591 0.034068835829125683 0.021041829464422006 -0.027178839486682083 0.0046044203298584744 0.08243884621847096 0.10110366321944329 0.032978929502754953 -0.10069084537764753 0.0034760135276499442 -0.10554307903311658 0.10257372398554486 0.0017778512463279567 -0.011125743978650246 -0.010468313682901631 0.017813898363318162 -0.10148192365193427 0.013472213371939821 -0.15121893439777412 0.025918096330760788 0.0071274761390748651 0.036580813328796723 -0.00030986507445324553
leaf_weight=0.034352767714305066 0.58184440783952496 0.72503593403688782 0.64344043832031139 0.40233294758945692 0.70516851307877493 0.49122861400246609 0.70573456399142731 0.37327038181319938 0.044609033291635902 1.7975823664455672 0.71328570651166945 1.976705222623423 0.10407548677176237 0.065300233662128448 0.020565128716498293 0.077878320938328471 1.4724927516032487 0.13587107253374597 0.075417586849653162 0.15702361830335576 1.4008648106682811 2.7209628941127582 1.8667791949119417 0.10912539121119369 1.3848753539671177 0.17553886560926912 0.043850814566681606 4.4261066706603733 0.26690757647156715 58.666702808972119
leaf_count=92 29 16 117 6 55 10 8 21 13 28 27 25 3 2 15 178 21 21 4 34 25 34 15 86 73 4 81 59 5 2927
internal_value=9.35374e-06 -0.00203729 0.000340773 -0.000292423 -0.00301605 0.00548494 -0.001905 0.00545784 0.00177081 0.011412 -0.00370906 0.000827706 0.0305296 0.00460014 -0.0394515 -0.0727668 -0.00248942 -0.0243042 0.0170686 -0.0166273 -0.00191975 0.000139137 0.00554448 -0.00318516 0.000639764 -0.015726 -0.0649626 -0.000229674 0.0104006 0.000211882
internal_weight=82.3649 11.4788 70.8861 10.7538 7.30837 3.44539 2.95416 2.24843 6.90603 2.50275 4.40328 3.69 0.312428 0.208353 0.143052 0.0984434 1.87516 0.402665 0.266794 0.191376 3.37757 70.3043 4.49052 2.62374 2.47076 1.08589 0.152976 65.8138 0.910348 63.0928
internal_count=4034 604 3430 588 377 211 201 193 371 83 288 261 211 208 206 193 172 151 130 126 50 3401 381 366 199 126 167 3020 122 2986
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 0 0 0 0 1 1 1 2 2 1 0 0 0 0 2 2 0 1 1 1 1 0 2 1
split_gain=0.00681325 0.0201955 0.0279552 0.041123 0.0251155 0.0654989 0.0152571 0.0143921 0.0137251 0.0286549 0.0194187 0.0249034 0.0123858 0.0524051 0.0180081 0.0601098 0.0349936 0.100357 0.0532242 0.20404 0.0509426 0.116174 0.0392987 0.141331 0.0635344 0.157266 0.214913 0.191073 0.0342901 0.0375778
threshold=0.47865333370000007 0.4778150355000001 40.636252116050009 0.3453339720000001 0.34536391125000004 0.34545372890000009 0.47916230050000003 0.47943175355000006 0.47709649410000005 0.47676716265000008 0.34551360740000009 0.35807311160000005 0.34488488370000009 41.092444989200011 42.456897412850005 0.34494476210000008 0.48028502140000007 0.48098859315000003 0.48447651265000008 0.48797940185000005 41.385032804600009 40.720231579350006 0.49094338495000006 0.34674111555000003 0.34988473400000003 0.35862698720000002 0.36359689830000008 0.49336846205000007 42.488347682450005 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -2 -8 9 10 -7 -12 13 -9 15 -14 -17 -18 20 -20 21 -19 -21 -24 -25 27 -27 -26 -16 -30
right_child=6 2 3 -5 5 8 7 12 -10 -11 11 -13 14 -15 28 16 17 18 19 22 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.001407749571455529 0.0095983510149498189 0.0011054663204972432 -0.034131800355378134 -0.0045124026707026943 0.056926722581467831 0.0065230897574444354 -0.016574645343981832 0.016370832249862473 -0.02501112986967638 0.065102161096681863 -0.10085709931363369 0.012985135272040246 -0.033168953890831201 -0.0062633642026330288 0.031025867946490766 -0.015146831280102056 0.029291552650828001 -0.015847923025121391 0.034571554737785219 -0.01397899779853079 -0.015712178553243306 0.011112092177496091 0.054163256954855077 -0.030362831134705327 -0.01123360142007678 -0.082028297302996878 -2.9194304840493226e-05 0.10058971396875589 0.025544296036473669 0.0010034739953122221
leaf_weight=10.397171370285141 1.771018449726397 1.6518246866762631 0.79165860509237962 1.1491525423334676 0.2731945282575905 0.53638678482820978 0.50798598982510057 2.1578100197948507 0.1672052942449227 0.075403345903396257 0.040728218554941797 0.036379062504547477 0.57049772888421202 1.944932415615767 0.43317491812195186 1.5809628803690419 1.1395388756500313 2.9897482203955672 1.7335789793869469 2.0659630378358989 4.0904458360746503 3.4343690050300211 0.4789933711290385 0.69988460838794964 0.27868321686401287 0.32321707089431839 28.785546840525505 0.33829234540462494 0.66099265962839027 11.135595663259446
leaf_count=714 30 19 20 31 12 7 27 21 33 15 51 113 4 28 18 29 23 26 38 39 29 31 4 6 8 18 1535 41 3 1061
internal_value=8.01025e-06 -0.00190978 -0.00845622 -0.0165942 0.000130651 0.0142943 0.000439994 0.000191799 0.000689735 0.0069277 -0.000222404 -0.0471466 0.00032315 0.00564094 -3.60479e-05 -0.000900604 -0.000516596 -1.7659e-05 -0.000756269 0.00113216 -0.00698917 -0.00143495 -0.000626071 0.000266567 -0.000581933 0.00011925 -0.000939694 0.05008 0.00339324 0.00237856
internal_weight=82.2403 15.1191 3.59264 1.94081 11.5265 1.1293 67.1212 65.3502 0.856103 0.688897 0.613494 0.0771073 64.8422 4.10274 60.7395 48.5097 47.9392 46.3583 45.2187 34.7042 10.5146 6.42412 32.9706 30.9046 30.4256 29.7257 29.1088 0.616976 12.2298 11.7966
internal_count=4034 1015 70 51 945 231 3019 2989 219 186 171 164 2962 49 2913 1831 1827 1798 1775 1689 86 57 1651 1612 1608 1602 1553 49 1082 1064
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 2 2 2 0 0 0 2 2 2 2 1 0 1 1 1 2 2 1 0 2 0 2 2 1
split_gain=0.00563215 0.0296015 0.0233295 0.0127882 0.0409657 0.0440577 0.0352436 0.0151727 0.017489 0.0131617 0.025678 0.189192 0.0129179 0.054234 0.064962 0.0431894 0.0172607 0.112246 0.0896378 0.0320604 0.190948 0.0295299 0.0357102 0.0736067 0.0296183 0.0289636 0.0289217 0.0265525 0.0233679 0.0163927
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 40.377444152000002 0.47700667645000011 38.969453495950006 40.750688432250008 41.257403903850005 41.32819714970001 0.47769527860000011 0.47754558250000007 0.47700667645000011 41.385032804600009 41.436838994450007 41.481306584950012 41.571132012400007 0.34524415440000006 0.47721625100000004 0.34584293880000011 0.34509445825000007 0.34398670700000006 48.457543166250012 48.226196960950006 0.34219035360000005 0.37331217625000007 41.872294782850005 0.46495613905000005 41.898943182100005 50.205949521800008 0.31100865245000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 9 -8 -9 10 11 -5 -10 -14 -15 -16 19 18 -18 20 21 22 23 24 -17 -22 28 -26 -20 -23
right_child=2 -3 -4 6 -6 -7 7 8 12 -11 -12 -13 13 14 15 16 17 -19 26 -21 25 29 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0034710637598928369 0.015193863534902128 -0.018524472022114585 0.00017835699081594482 -0.10799620000803374 -0.017793200145776594 0.033063535111799977 -0.013890744956642033 0.012137557120993238 -0.013832097411339212 0.026160482106402927 -0.0060503304654145338 0.10299262373455423 0.047468571390501674 -0.048847019750559377 0.022159974077747294 0.031136886499706737 -0.1035440530969656 0.025929737112286213 -0.10030400456499211 0.013073544487652668 -0.04086585512007701 0.0042901057446928922 0.10099894675896273 0.079407842660713476 0.030109393507470363 -0.10400430350993127 0.086052056566730262 -0.10060957881606836 0.10026613263306486 -0.009841532999620442
leaf_weight=1.7856796132673354 1.0513914540060785 0.97909644203173307 65.278509002095063 0.061930951528437417 1.5929647681768981 0.4049239521751814 0.83015196397252466 1.0856268601492027 0.7559469612315296 0.67439515888690948 0.48031626641750336 0.13545205444097519 0.23201576006067615 0.28017486527096469 0.7956458512435346 0.044154524177430043 0.18564321860060307 0.26076831157843117 0.021170166657917378 1.2381566896947331 0.11557766888290633 1.9743267158046367 0.059226695448160172 0.097755338065326214 0.020365332953133475 0.19563690349968965 0.039442962792463732 0.065572086353956394 0.0080053824931383133 1.4049942780111448
leaf_count=235 15 31 2989 69 22 32 41 5 6 4 2 2 4 4 12 13 64 47 90 32 5 25 2 3 16 46 15 177 1 25
internal_value=1.1941e-05 -0.00168318 0.000416367 -0.000572498 -0.005591 0.0032822 0.00114392 -0.000962279 0.000246319 0.0162701 0.0064279 0.0367927 -0.00140989 -7.57486e-05 -0.00169638 0.000327757 -0.00270336 -0.0201682 -0.0674458 -0.000978797 -0.00535303 0.00103044 0.0318218 0.0138399 -0.03543 -0.0805562 0.0302158 -0.069632 -0.0452702 -0.0015853
internal_weight=82.155 15.8251 66.3299 14.846 3.78357 2.1906 11.0625 9.71036 8.88021 1.35209 0.677699 0.197383 7.79458 7.03863 6.80662 6.52644 5.7308 0.51503 0.254262 5.21577 3.97761 3.66639 0.287074 0.227847 0.130092 0.311215 0.0686185 0.0859374 0.0291755 3.37932
internal_count=4034 1030 3004 999 289 267 710 633 592 77 73 71 587 581 577 573 561 217 170 344 312 261 211 209 206 51 106 193 91 50
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 2 2 0 2 1 2 2 1 0 0 1 1 1 0 2 2 1 1 2 0 1 1 0 2
split_gain=0.00547816 0.0776095 0.0313771 0.0396472 0.00957748 0.0390515 0.038121 0.0377922 0.0283394 0.116996 0.0441989 0.0609727 0.0274479 0.0172273 0.145692 0.261057 0.0283603 0.0128289 0.0606511 0.0112714 0.0870276 0.188431 0.148514 0.102998 0.0499051 0.0323802 0.0279223 0.0184949 0.0171355 0.081873
threshold=0.45368402140000008 0.56395018115000017 42.402981339000007 0.58415915690000009 0.5654770815500002 0.43837010870000009 39.458743938000005 41.674196414850009 0.55832160710000012 38.903925214650009 0.43590012275000006 40.523311941050004 42.402981339000007 0.42651417625000004 0.54499865270000014 0.54064249575000012 0.42953803780000005 0.45206730335000006 0.43287626120000006 0.5398790455000001 40.750688432250008 38.400997490450003 0.41911918805000009 0.42114008565000011 37.198331469900005 0.54386096225000014 0.41615520495000008 0.40301188585000008 0.5223196910500002 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 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 8 7 -7 -6 10 -10 13 -12 -8 19 15 -15 -16 18 -11 26 21 24 -22 -24 -21 -23 27 28 -1 -30
right_child=1 2 3 -5 5 6 12 -9 9 17 11 -13 -14 14 16 -17 -18 -19 -20 20 22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00041057932335098211 0.026933146005175754 -0.077348867730046275 -0.10079251483381546 0.065188996772401822 0.061297747635236426 0.022198637770776034 -0.020313351979902802 0.0035591376879639015 0.02202080825020368 0.0022209345433753459 0.063544938855635488 -0.0044849681815582326 0.0026509718842640689 -0.10039746286848075 -0.042227003090930665 0.087963924143963548 -0.10915430712926998 -0.021673068284954956 -0.068658502948109865 -0.010590388148471672 -0.026823319932991307 -0.04674020182380674 0.048568607368275021 0.0039192267343860585 0.017999637675155718 -0.021320666920495251 0.011354545271180539 -0.016647296454956682 -0.010648941865877119 0.009870415279357168
leaf_weight=55.038894301535819 0.25562450163055217 0.1598683666785341 0.022348724484146487 0.040416753550886142 0.22785376288925308 0.66842355441434653 0.7726901184250895 0.22560798256756698 0.6535046940216479 0.19225000522919777 0.25945685389160544 0.26765245517219682 1.5945565702300113 0.10940857372592816 0.13238843048020499 0.22467501426854142 0.1213499119436392 0.72589266244176542 0.32449501826658889 1.0507665467448526 0.79537077017641911 1.088083067443222 0.93715986004099283 1.151421717724588 1.4572989187145138 0.92895961525937298 2.2825076487795277 0.65262536742868249 2.6956263327028847 6.978676036565389
leaf_count=1877 36 567 93 264 42 46 44 35 20 29 9 35 60 70 17 10 36 12 24 30 68 19 13 29 18 30 26 63 109 303
internal_value=1.026e-05 -0.010661 -0.053826 0.00608843 7.28369e-05 0.00519877 0.0011099 0.0325714 -0.000156257 -0.0122322 0.000144347 0.0290011 -0.00484479 -5.67326e-05 -0.0171094 0.0262777 -0.0742349 -0.0302459 -0.0422885 7.68177e-05 -0.00362606 -0.0122783 0.0099498 0.0239537 0.0060217 -0.0350331 0.000482368 0.000102723 0.000271645 0.00415295
internal_weight=82.0359 0.478258 0.222634 0.0627655 81.5576 3.48913 3.03567 0.453462 78.0685 1.89614 76.1723 0.527109 2.36725 75.6452 0.587822 0.334084 0.253738 1.24264 0.516745 75.0574 7.40906 4.52511 2.88395 2.08858 2.50807 2.01704 67.6483 65.3658 64.7132 9.6743
internal_count=4034 960 924 357 3074 227 150 77 2847 85 2762 44 104 2718 133 80 53 65 53 2585 207 97 110 42 48 49 2378 2352 2289 412
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 1 1 1 1 1 0 1 0 0 1 0 0 2 0 2 2 2 0 2 0 2 2 0 2
split_gain=0.00682741 0.0578378 0.072626 0.0455668 0.0302231 0.026188 0.0220617 0.0159308 0.0247736 0.0469445 0.0147139 0.01847 0.0500465 0.0803476 0.113562 0.0739155 0.0456853 0.0390312 0.061437 0.146544 0.104174 0.14673 0.0534944 0.0814715 0.0470691 0.104025 0.0277713 0.0466941 0.0187898 0.092718
threshold=0.45280081435000008 0.56065686655000013 0.56294721715000018 39.337369931850013 42.402981339000007 0.58415915690000009 0.4591329601000001 0.45368402140000008 0.46280051495000007 0.4662734648500001 0.44922307715000004 0.54646567465000018 0.42473279245000012 0.54300769440000007 0.5398790455000001 0.42114008565000011 0.54499865270000014 0.55257327625000008 40.80591513400001 0.55677973715000018 41.092444989200011 42.006870117350005 42.310579034350006 0.56643513670000012 39.792680591700012 0.54942965780000008 35.879804895950009 39.110279783550006 0.5398790455000001 40.340071172300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 7 -5 -6 -7 -4 -9 -10 11 12 15 14 -14 16 28 24 26 -20 -21 -22 -23 -24 -13 -26 -19 -28 -1 -30
right_child=1 2 3 4 5 6 -8 8 9 -11 -12 17 13 -15 -16 -17 -18 18 19 20 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=0.00043852629450647472 -0.10235780172778204 0.063029966280149508 0.0012844495681196798 -0.10236402561534477 -0.10068898646537533 -0.10163076946267971 0.062778369737413686 -0.10076162221556272 0.0307087856516087 -0.10338586924461489 0.0072465624598576006 0.017654258721350864 -0.11303757667119965 0.05305259234844352 0.029971695848965571 -0.030017498834294689 0.024365447018646968 -0.0092356888540357559 0.087293556426985774 0.026153359673558654 -0.090625348027657357 0.050984865300549791 -0.081395419988463016 0.0018493341613955859 -0.0054341317458773408 -0.10544580798958532 -0.1028255157190017 -0.024008434067638435 -0.023351087032360149 0.0071756027918978395
leaf_weight=67.616862019350265 0.060576714424538269 0.15108980460354349 1.0090784856001844 0.082737683092233172 0.023455370678277632 0.010361094888821754 0.038451218456287961 0.04000596663685474 0.085605143816792406 0.037562971814398161 2.809260278462431 0.14744500139749961 0.08374267097298016 0.43524500807416189 0.1648011029465124 0.81287991704084461 0.78072122408775513 0.491812007147303 0.20315190277324324 0.78989574499428261 0.23963457282661671 0.1538335457444191 0.14422436749180179 0.63612462182403817 0.24489941872525378 0.18076483735080728 0.10272032804402897 0.28021184795215959 1.8131969603127789 2.2048004602766014
leaf_count=2374 19 10 5 250 96 10 256 54 16 257 62 21 92 15 10 18 15 46 20 19 22 6 36 76 21 30 69 38 33 38
internal_value=1.06758e-05 -0.00658712 -0.00266283 -0.010141 -0.0610957 -0.0138485 0.0278802 -0.00340337 -0.0323931 -0.0101865 0.000137063 -0.000120556 0.000220783 0.027149 -0.0182129 -3.06653e-05 0.000305943 -0.00710012 -0.0025895 0.0064405 -0.00192398 -0.020818 -0.00291122 -0.013536 -0.0310389 -0.0479056 -0.0249581 -0.0451509 4.37277e-05 -0.00660014
internal_weight=81.8752 1.53892 1.47835 1.32726 0.155005 0.0722677 0.0488123 1.17225 0.163174 0.123168 80.3362 77.527 73.9122 0.683789 0.248544 73.2285 72.4156 3.61472 3.04161 2.16686 1.96371 1.17382 0.934183 0.780349 0.573109 0.425664 0.874744 0.382932 71.6349 4.018
internal_count=4034 973 954 944 612 362 266 332 327 273 3061 2999 2595 117 102 2478 2460 404 332 179 159 140 118 112 72 51 153 107 2445 71
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 0 1 1 1 1 1 0 0 0 1 1 1 0 2 1 2 2 1 2 0 2 2 0 0
split_gain=0.00576569 0.0525457 0.0611303 0.0412646 0.0279638 0.0234992 0.0194137 0.0138158 0.0230178 0.0417083 0.0131631 0.0126338 0.0464036 0.0668347 0.0563348 0.106322 0.0543847 0.0955744 0.11198 0.0397726 0.0403594 0.0678044 0.0355726 0.0295216 0.0591707 0.117508 0.0293633 0.0222339 0.0221898 0.0422347
threshold=0.45280081435000008 0.56065686655000013 0.56294721715000018 39.337369931850013 42.402981339000007 0.58415915690000009 0.58650938595000024 0.45368402140000008 0.46280051495000007 0.4662734648500001 0.48459626955000007 0.42780156285000009 0.54797760550000019 0.56294721715000018 0.55832160710000012 0.44805544745000009 0.43590012275000006 0.42953803780000005 0.54499865270000014 42.558389508100007 0.43837010870000009 39.458743938000005 41.827117825850003 0.42114008565000011 38.400997490450003 0.54797760550000019 40.844669808050007 40.80591513400001 0.55074698365000019 0.54300769440000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 7 -5 -6 -7 -4 -9 -10 -8 23 16 14 15 22 17 -13 -19 20 26 -22 -14 28 -25 -26 -15 -23 29 -1
right_child=1 2 3 4 5 6 10 8 9 -11 -12 12 13 19 -16 -17 -18 18 -20 -21 21 27 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00018470576811033173 -0.10212981029028952 0.058952760389784878 0.0011570462235655566 -0.10214238467816372 -0.10062325670162751 0.090689892196732277 -0.10107682542487538 -0.10068896852537056 0.027909245656763133 -0.10305411401724816 0.052638631449651169 0.094000096373814623 -0.1022550226828743 0.011403904605060758 -0.061364514650328918 0.034660960780192616 0.098684879595736505 0.036302762601681152 -0.1115645176975944 -0.0051774331907360098 0.046643033246682397 -0.015787809787780636 -0.0073615172125905655 0.013927796118954536 -0.059419237981502261 -0.00074055829444872765 0.05826396905481851 0.009554683277828201 -0.019276013316431532 0.012611010674949042
leaf_weight=69.874616085870144 0.05492820999221848 0.14567922893911589 1.008216379326768 0.075018338782172012 0.021236455867764903 0.02333803638612153 0.013713484135564613 0.036223686775912145 0.084816936176139279 0.034092223039074554 0.0093822954468691933 0.10526119870111728 0.1045564587627722 0.22614188271836688 0.27641873368429515 0.27353854943066835 0.10591381455128612 0.12902543512617726 0.084924142773161293 1.541687300539621 0.36335122784257112 0.62909151138592256 0.063493721652776003 0.617572170235689 0.55046708058125637 0.89803321193357988 0.32719823298975825 0.76983497211404028 0.58443609964666521 2.6784059786223215
leaf_count=2411 19 10 5 250 96 4 38 54 16 257 224 28 49 39 23 9 25 49 4 63 47 28 5 14 28 30 22 24 85 78
internal_value=6.83048e-06 -0.00612202 -0.0024894 -0.00934283 -0.060097 -0.013486 0.0263661 -0.00311767 -0.0308993 -0.00963901 -0.0386324 0.000121962 0.00498921 0.00205278 -0.0259608 -0.00379929 0.0365919 0.0159895 -0.022391 0.00726729 0.0155527 0.00815499 -0.0664018 -0.000201671 -0.0119899 -0.02304 0.039113 -0.00184173 0.000131336 0.000287668
internal_weight=81.7106 1.50665 1.45172 1.30604 0.142689 0.0676703 0.0464338 1.16335 0.155133 0.118909 0.0230958 80.204 5.00044 4.57531 0.718007 0.441589 0.425125 0.319211 0.21395 3.85731 2.31562 1.76228 0.16805 75.2035 2.06607 1.4485 0.55334 1.39893 73.1375 72.553
internal_count=4034 973 954 944 612 362 266 332 327 273 262 3061 415 309 86 63 106 81 53 223 160 99 54 2646 72 58 61 52 2574 2489
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 0 2 2 0 1 2 2 1 2 1 0 0 0 0 0 0 1 2 2 1 2 0 2 0 2
split_gain=0.00538928 0.196572 0.126933 0.12635 0.082557 0.239994 0.0420256 0.0347765 0.103882 0.0622232 0.0522321 0.185241 0.148213 0.107806 0.150441 0.126296 0.0423604 0.0481357 0.0614952 0.0372379 0.0316689 0.066958 0.056969 0.120381 0.083045 0.0651717 0.0309323 0.136688 0.0629193 0.169532
threshold=0.39587138110000003 0.53475943835000017 36.728658719300007 0.39408999735000005 0.39091643965000006 0.53043322055000008 48.778770352700008 40.844669808050007 0.53749887730000012 0.4025178887000001 42.094663496250007 41.942745071500006 0.42290649980000011 40.890797847750008 0.4317685099500001 0.56341127510000011 0.53833717555000005 0.5398790455000001 0.54064249575000012 0.53866650695000018 0.56719858685000013 0.4349121284000001 38.748048509250005 39.952536079750011 0.43590012275000006 40.377444152000002 0.5223196910500002 38.244973486750006 0.51675099550000014 39.051326806600009
decision_type=2 2 2 2 2 2 2 2 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 26 -6 -4 16 -9 -10 11 12 -11 -14 -15 -16 -3 -18 -19 -12 22 -22 -20 24 -24 -25 28 -28 -1 -30
right_child=1 7 6 -5 5 -7 -8 8 9 10 19 -13 13 14 15 -17 17 18 20 -21 21 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=0.00018090472029507572 0.041897688347720043 -0.018165534385844395 -0.10237782786077099 0.031642073210689091 -0.10264157170643391 0.028051638136639964 0.031155584829243452 0.039330941748921183 -0.028170919182689925 0.052235824223645172 -0.031024632577104552 0.073862938626842387 0.0096636602494526106 -0.10593666374042449 0.030462743475835437 -0.080702440474275938 0.0098736707928302105 -0.052191360461710523 0.0052816926079056773 0.00041920135502451723 0.094084339716454982 0.003911401106358201 -0.10288107300334488 0.0064591788222586287 -0.025274798678932654 -0.025583747504470972 -0.012936700473044805 0.027292744415177417 0.019545341457159349 -0.048100503347419159
leaf_weight=53.508597425973903 0.086453054350620007 1.6985047345515365 0.33568794470034957 1.2743077025519642 0.28550444370824735 0.27665746796810708 0.025348308756608873 0.78984607171878352 0.65616670495000828 0.48868722791121477 0.4104446681731132 0.44754647109220957 1.0878965603769755 0.23453773208893824 0.30042306915856898 0.15489313481387512 2.8618687967536962 0.27107156626880158 2.1602165020859729 4.5714110438884461 0.087341359952006203 1.4402271201254375 0.23575112815888166 1.5445700210329962 0.332158152375996 1.0775584368820998 1.5204879782395431 1.8999517403049138 0.62779536307789274 0.90391506562991708
leaf_count=1789 18 19 278 38 98 24 47 11 28 22 5 35 19 10 18 115 19 6 117 563 13 483 34 35 22 26 24 54 31 33
internal_value=5.14051e-06 -0.00136229 -0.0669403 0.000488153 -0.000184462 -0.0383234 -0.0930025 4.50936e-05 0.00466705 0.0013889 0.00390924 0.015071 0.00346154 -0.00994607 -0.0408705 -0.00735432 -0.00356344 -0.00108593 -0.00547331 -0.00217139 -0.00363204 0.00906719 -0.00725784 -0.0157493 -0.0574908 -0.0067088 0.000182284 0.00940955 -0.000391138 -0.0203748
internal_weight=81.5958 21.2986 0.447489 60.2972 59.0229 0.562162 0.361036 20.8511 9.14185 8.35201 7.69584 2.71398 2.26644 1.77775 0.689854 0.455316 11.7093 10.0108 7.14889 4.98186 6.87782 1.52757 5.35025 3.19004 0.567909 2.62213 58.4607 3.42044 55.0403 1.53171
internal_count=4034 1943 343 2091 2053 122 325 1600 826 815 787 219 184 162 143 133 774 755 736 568 730 496 234 117 56 61 1931 78 1853 64
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 1 1 0 2 1 1 1 1 0 1 2 0 2 1 2 2 0 2 2 2 2 1 1
split_gain=0.00610902 0.0498644 0.0274248 0.0567242 0.0323883 0.0189807 0.250756 0.0702935 0.144709 0.148476 0.1207 0.0624253 0.251753 0.107705 0.065357 0.0852849 0.0602211 0.164056 0.0932244 0.270729 0.0544683 0.177027 0.0477578 0.191581 0.056623 0.0875863 0.0391685 0.106263 0.139242 0.131681
threshold=41.218101594450012 41.147265497500008 41.289992964000007 41.319407281650008 0.4784437592000001 0.50278434775000014 0.50465554925000011 0.3459626957000001 0.34608245260000009 0.48306936920000004 43.272784938550004 0.37286308795000006 0.37668033890000002 0.38370108680000009 0.39162001140000008 0.52432561900000019 0.34569324270000007 41.741384785950011 0.48271009850000007 42.198888176300009 0.34545372890000009 42.47354681640001 41.385032804600009 0.53158588065000012 41.942745071500006 42.094663496250007 41.872294782850005 42.824128352900011 0.34494476210000008 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 7 -7 16 -9 -10 -11 -8 -13 -14 -15 -16 20 -18 19 -19 26 -22 -17 -24 -25 -26 -5 28 -28 -30
right_child=2 -3 3 5 -6 6 11 8 9 10 -12 12 13 14 15 22 17 18 -20 -21 21 -23 23 24 25 -27 27 -29 29 -31
leaf_value=0.00038130386939620367 0.001784374859734449 0.02710258904586034 0.033275958563842807 0.0078321857283401037 -0.020998747520949518 0.10052908162866672 0.033252194165106885 -0.055375582347691681 0.030138220384056887 -0.019371469713102898 0.015803954202394343 -0.11671408031069 0.059860931727560629 -0.061999027071741923 0.081304371345132534 0.059772779151720745 -0.0077235069069518788 0.10518293069874891 0.018378241399415542 -0.049078277239510415 -0.049182325935330728 0.010729180467115663 -0.10442422898662872 -0.045749929494489444 0.030698515078401784 -0.0027696838928611212 -0.080696298649661116 0.0034571089130307009 0.015067104718941815 -0.035246368623203198
leaf_weight=41.996555944867033 1.1145880111912441 0.7101639515781234 0.4990552415424635 4.8044483049066029 1.4175181425508752 0.25798834620024891 0.54088459421291091 0.64800562254094973 0.97802468018732103 4.6240200066240504 1.2363218759082446 0.18633674882676121 0.29806801501763391 0.1741352748886128 0.12674841077353605 0.12502784744205531 2.1017200630158177 0.44130312092602286 1.4464490339159963 0.15328550946605901 0.92292588021155175 1.0592314135226386 0.17988081912197618 0.25807371649422339 0.91288761560826959 5.4510537231267335 0.33837470633900713 6.2714824063722432 0.98349002301984034 1.1042107266075616
leaf_count=1801 13 31 21 83 36 26 22 12 155 55 45 20 27 26 51 15 13 5 9 83 31 44 200 97 37 650 73 282 21 50
internal_value=1.25965e-06 0.000825648 -0.000909527 -0.000204327 -0.01097 -0.000673346 0.00344651 -0.0019666 -0.010211 -0.00593115 -0.0119507 0.000411746 -0.00189147 0.000951478 -0.00147789 1.62029e-05 0.00117808 0.011887 0.0320806 0.0654142 -0.00168708 -0.0171666 -0.0014712 -0.00259695 0.000169094 0.00203123 0.000585385 -0.00341768 -0.0211892 -0.0115443
internal_weight=81.3623 42.7067 38.6555 36.1234 2.53211 35.6244 8.51109 27.1133 7.48637 6.83837 5.86034 8.2531 7.71221 7.52588 7.22781 7.05367 19.6269 4.14276 2.04104 0.594589 15.4842 1.98216 6.92692 6.8019 6.62202 6.36394 13.502 8.69756 2.42608 2.0877
internal_count=4034 1832 2202 2153 49 2132 1171 961 267 255 100 1145 1123 1103 1076 1050 694 110 97 88 584 75 999 984 784 687 509 426 144 71
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 0 2 2 1 0 1 2 0 2 0 1 0 2 0 2 2 1 2 0 0 2 2 1 2
split_gain=0.00615361 0.107752 0.07333 0.392268 0.255381 0.0925984 0.216685 0.0816922 0.0905733 0.05371 0.133489 0.0947482 0.0799251 0.0832122 0.0455457 0.0548899 0.078142 0.0523832 0.0269691 0.0527892 0.0195765 0.0239207 0.0363516 0.0699629 0.0393984 0.0195123 0.119801 0.114075 0.11241 0.111207
threshold=0.34515433670000012 0.48597347385000006 40.206947806850003 40.137820134150012 0.48351845755000006 0.4815274992000001 0.47976108500000009 39.861052345600008 39.525197829750006 0.34479506600000004 0.47754558250000007 0.34452561300000012 41.646178195200001 0.47721625100000004 42.488347682450005 0.4778150355000001 0.32388251845000005 0.43513667255000005 39.051326806600009 0.47464147780000004 48.86568841230001 48.457543166250012 0.34219035360000005 48.226196960950006 0.37331217625000007 0.48119816770000007 42.141702038450013 41.535369675400013 0.34569324270000007 42.753078181500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 9 8 18 11 12 14 13 -11 15 16 17 -4 19 -1 21 22 23 24 -16 26 27 -2 -29 -28
right_child=25 -3 4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00082902875870416817 0.0036182976209881406 0.044669187113895392 -0.10084822521380649 0.10569022384011384 -0.062833339745425418 0.015398857255412771 -0.063628127463995474 -0.026114679655915331 0.045039568415059829 0.006997080990021956 -0.034100555206405828 0.030788767763470483 -0.0080293206729688989 0.10299456733910339 0.028203411384379082 -0.009044108600000416 -0.10485058577750084 0.079701254675432417 -0.016628222177293029 0.046370165411437181 -0.0045168121225981819 0.0043396937798283915 0.089925631819135127 0.10089984005646305 -0.10057386403446796 -0.00040613390322837033 -0.058592438900371295 0.012693560423255729 0.063125000117293981 -0.0052017087480974653
leaf_weight=1.81390954100905 8.1719111360287879 0.48653093166649242 0.023995621220761154 0.37385359406471241 0.77509847749024707 2.1068053245544442 0.64735823497176159 1.0012258497881701 0.51450160332024086 0.20179157922677882 1.536445948469918 0.95404695600882394 0.68107291969863581 0.16342242807149887 0.043640787014737836 0.60779511393047869 0.16123929235845935 0.048648092080838978 0.76354761311085884 0.2725674750690813 2.3309643253305694 1.0446620183065534 0.089247802410682198 0.05345582589507103 0.052143954267997117 51.875751910367349 0.48909267655369548 1.2401683308708005 0.68671705659994575 1.9278754457415628
leaf_count=194 138 17 56 3 6 17 12 11 14 55 24 26 28 2 11 6 41 10 14 13 39 11 4 2 144 2796 70 28 39 203
internal_value=4.76979e-06 -0.00170281 -0.00309023 0.00737987 -0.0073972 -0.00339892 -0.00798266 -0.00103876 0.0064234 -0.00347566 -0.0153398 0.00218845 0.0122099 0.0499531 -0.00393527 -0.0248855 -0.0660528 0.0200623 -0.000547793 0.00533685 0.000943754 0.0108634 0.0394394 0.00924805 -0.0419012 0.000448905 0.0039929 0.00877922 0.0306667 -0.0160057
internal_weight=81.1395 16.748 16.2614 4.73961 11.5218 10.7467 8.63993 4.36575 3.36453 7.99257 2.58273 5.40984 1.04629 0.365214 4.45579 0.841678 0.233883 0.0726437 2.85002 2.08648 3.61411 1.28315 0.238488 0.149241 0.0957847 64.3915 12.5158 10.0988 1.92689 2.41697
internal_count=4034 760 743 249 494 488 471 246 235 459 109 350 85 57 324 113 107 66 221 207 211 172 161 157 155 3274 478 205 67 273
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 2 1 1 1 2 1 0 0 0 1 0 1 2 2 2 0 2 1 1 0 0 1 1 2
split_gain=0.00551028 0.0219343 0.0187686 0.116256 0.0281648 0.0889666 0.0206487 0.0539804 0.0674082 0.0352071 0.037187 0.0614787 0.0148257 0.0366048 0.0101794 0.00854821 0.0344333 0.0420458 0.0390197 0.0516073 0.0396677 0.0287344 0.0258672 0.0141607 0.0445532 0.0278953 0.0164613 0.0153739 0.0193827 0.0214189
threshold=0.39672464895000009 48.86568841230001 48.778770352700008 48.96897326980001 49.122847560300009 49.283271594150008 43.933728833200007 0.34524415440000006 0.34527409360000011 0.39193437325000008 47.709122305950011 0.35862698720000002 0.39718870690000002 0.55677973715000018 0.55832160710000012 0.34311846950000008 0.45994131915000008 0.33750486510000005 39.458743938000005 40.098777110850008 35.782584506850007 0.43780126340000008 38.400997490450003 0.34467530910000005 0.34485494450000004 0.47943175355000006 0.47736594710000008 0.34494476210000008 0.34509445825000007 40.720231579350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 15 -8 -9 10 11 -10 -7 -14 -15 16 17 18 20 -20 -2 -21 -18 26 25 -25 -17 -26 29 -29
right_child=2 -3 3 4 5 12 7 8 9 -11 -12 -13 13 14 -16 23 22 -19 19 21 -22 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.0047091573256390906 0.010383057488156718 -0.015307526373205472 0.063576089958418305 -0.04234443381699559 0.10146964964004951 -0.0021139013214319254 -0.10211044056710622 0.101716213142217 0.013150195081443515 -0.10095318217292573 0.031532819504890515 -0.10237358756711008 -0.080669563784434115 0.100588459695647 -0.10007871460801428 -0.0022796865041452177 0.00021916014517520552 0.081411868570946025 0.10068710723158905 -0.070713531703864282 -0.10134777954813508 0.038269250576440296 -0.050955155464937632 -0.02751569085388287 0.0082601295864176034 -0.0052276525862313379 0.010179998474059416 0.0010796651490481179 0.000332372947120154 -0.018104479950423941
leaf_weight=1.1361886241072192 0.062943067048307877 1.0564824587054316 0.33084687107838817 0.16107798564189568 0.083641340918575002 0.85026583075523376 0.069652152014897495 0.050161663442850113 0.10349825569073801 0.048823223869332022 0.12919254967710003 0.083015710187282821 0.067678042062073729 0.017587296664714813 0.0029522999178226419 1.6819808694212799 0.16611137674772181 0.070592953612504061 0.060760466381907463 0.048990994625455642 0.064170488855495478 0.047794919727039087 0.24366570171127933 0.89829498979184963 2.3366923081612176 1.4979756399989126 2.8690584177529672 1.1135569834069365 64.404821434055606 1.2191621273304916
leaf_count=187 30 19 17 10 6 3 53 1 35 340 9 96 90 1 160 33 14 15 3 35 50 22 39 34 45 24 30 8 2591 34
internal_value=9.32371e-06 -0.00493537 0.00014694 0.0111733 -0.00347955 0.00264521 -6.91111e-05 -0.0206519 -0.00696999 -0.0219259 -0.00970455 -0.0382684 -0.00616241 -0.045183 0.0717452 6.0718e-05 -0.0104571 0.0123283 -0.0048038 0.0284522 -0.0460218 -0.0168955 -0.0302106 0.000166562 -0.00017784 -0.0135828 0.00557513 0.000287195 8.03735e-06 -0.00894665
internal_weight=80.9776 2.19267 78.785 1.51405 1.1832 1.02212 77.2709 0.484344 0.414691 0.36453 0.315707 0.186514 0.938483 0.0882176 0.0205396 76.7866 0.76503 0.355253 0.28466 0.157546 0.127114 0.0967859 0.409777 76.0215 71.4705 2.39627 4.55104 69.0742 66.7375 2.33272
internal_count=4034 206 3828 287 270 260 3541 534 481 480 140 131 254 251 161 3007 208 155 140 60 80 57 53 2799 2736 58 63 2678 2633 42
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 0 1 0 1 1 2 0 0 0 2 0 1 1 0 0 2 1 0 2 2 2 2 1
split_gain=0.00563631 0.0447231 0.0216257 0.0507613 0.0285485 0.0192605 0.194581 0.182217 0.0460001 0.0635 0.0659702 0.112337 0.039034 0.0373769 0.0290653 0.139314 0.0507665 0.0334842 0.0695911 0.132044 0.0839715 0.09362 0.135872 0.0847253 0.0951676 0.0814786 0.0785744 0.030977 0.0255351 0.0610441
threshold=41.218101594450012 41.147265497500008 41.289992964000007 41.319407281650008 0.48537468940000006 0.37078231190000005 0.37347684200000003 0.50339810185000011 0.36533337325000009 0.48597347385000006 0.36160593995000007 0.34739977845000009 40.94178426300001 0.48386275860000011 0.51401155655000019 0.51505942935000004 37.784765830350004 0.52005927965000021 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.52770875125000016 36.010074051050005 0.39542229275000007 0.53544804050000006 39.749124837650008 36.728658719300007 40.844669808050007 40.94178426300001 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -7 8 9 13 11 -11 14 28 16 -16 -8 -17 -19 -20 -21 22 -22 -23 26 -24 -25 -26 29 -1
right_child=2 -3 3 -5 -6 6 12 -9 -10 10 -12 -13 -14 -15 15 17 -18 18 19 20 21 23 25 24 27 -27 -28 -29 -30 -31
leaf_value=0.00095492915136481606 -0.019372170511540776 0.025944718295141184 0.031756235462951414 -0.00068380598477917661 0.0020003967949733525 -0.10302168202033907 0.009160471022365349 0.049743019740296088 -0.020800438684900117 0.013093361132246184 -0.00084162241130451843 0.079508729987890644 -0.021155457316243041 -0.019619615682459957 0.057284712879819427 -0.021585880373503806 -0.051208819849973344 0.021893958498118364 -0.053637080204719169 0.025630951285046163 0.0017218590440538717 0.026512953542153619 -0.10713513051346223 0.0063643198403592355 -0.0025113388412740857 -0.019901776128379397 -0.10204262477480071 0.013924057405117577 0.011427225927847926 -0.027150588929195973
leaf_weight=13.098142209916899 1.3970013657544762 0.69579775525198684 0.48904870290226554 35.259573692090463 1.1309420644211625 0.18802309205057355 0.26635132221213709 0.78690497798379411 0.94918064959710946 0.82153233932331138 1.0343219685892107 0.36909505311632529 0.90452780650139075 0.94907602481544096 0.42600429803133266 0.72695349791320296 0.29202122977822853 1.3796140388585652 0.4715585545636739 1.1888272643336701 0.5494338644130029 1.1198291147593398 0.2697631248995549 0.10968172940556442 11.577448484002696 0.1775410883128643 0.17125287699036562 1.2728578066069065 1.9824667127476239 0.82124107406948255
leaf_count=405 18 31 21 2132 31 19 19 20 28 16 30 49 38 14 8 21 31 37 10 27 8 19 54 11 767 7 45 30 32 56
internal_value=8.59023e-06 0.00079991 -0.0008721 -0.000240019 -0.00981059 0.000382388 -0.00174727 0.00254067 0.000685802 0.00175492 0.0176329 0.0336822 -0.00083633 -0.000341571 8.26709e-05 0.000728752 -0.0224118 -0.00053832 0.000298335 -0.00146375 3.30794e-05 -0.00196271 -0.0315915 0.000109563 -0.00214211 -0.072511 -0.0597187 -0.000883368 0.000809007 -0.000703291
internal_weight=80.876 42.5994 38.2766 35.7486 2.52794 41.9037 21.0917 20.812 20.0251 19.0759 2.22495 1.19063 20.9037 16.8509 19.9991 19.4408 0.558373 19.0148 18.2878 16.9082 16.4366 15.2478 0.996738 14.2511 13.1312 0.447304 0.280935 12.8503 15.9018 13.9194
internal_count=4034 1832 2202 2153 49 1801 1151 650 630 602 95 65 1132 507 1094 1044 50 1036 1015 978 968 941 69 872 853 61 56 797 493 461
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 1 1 2 2 2 0 0 1 0 0 0 1 2 1 0 1 0 2 0 2 1 0 0 1 1
split_gain=0.00549901 0.039583 0.178884 0.10658 0.100264 0.227849 0.143307 0.0697125 0.052439 0.120835 0.0399525 0.1638 0.0647897 0.035892 0.0292388 0.0460101 0.0238687 0.0199683 0.0455777 0.0126124 0.0168497 0.0207604 0.0227361 0.0123096 0.0119377 0.0118449 0.0301042 0.0115107 0.155352 0.100968
threshold=37.52517992975001 0.50086823750000009 0.50278434775000014 0.36575252235000005 0.36575252235000005 0.36945001650000003 0.37668033890000002 37.311503175250003 37.038444968100009 36.491284729650012 0.50008981770000005 0.49880243110000005 0.36533337325000009 0.49336846205000007 0.52005927965000021 0.52366695610000014 0.35374689380000007 37.784765830350004 0.41347564445000012 0.54228915300000013 0.40301188585000008 0.56294721715000018 36.728658719300007 0.53928026105000015 33.151194885250007 0.32058920395000007 0.45589952400000006 0.5223196910500002 0.38976377950000002 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -4 -6 -7 14 9 10 11 12 13 16 -8 -16 25 18 -2 23 -21 -22 24 -17 -23 -1 -27 29 -29 -19
right_child=17 2 4 -5 5 6 7 -9 -10 -11 -12 -13 -14 -15 15 19 -18 27 -20 20 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.049839680247656004 0.038738794700202528 -0.10998648563845381 0.04462811377663805 0.080447157694127705 -0.12117239971460464 0.088813075485494011 -0.037002113263612947 -0.050455893828032609 0.051772521415619659 -0.10400155173941349 -0.012881316243380923 0.1017097696607739 -0.10550417633155576 0.10012587325162921 0.035576997610731013 -0.0065493319272816597 -0.10136819946242839 0.0003331206877921467 -0.0051389250815813813 -0.0090625446480205128 -0.10225462772030243 0.024916878757966932 0.076522028167995332 0.011146959066029553 -0.1004877192524446 -0.072862642294957494 0.055580822630681252 0.061815717184350853 0.00078777154929506813 -0.01856851945143477
leaf_weight=0.038914872775414722 0.43023974068547133 0.16450134796696136 0.38982264697551716 0.1933454713798709 0.17175829410553012 0.16134389108628999 0.23401954107521383 0.34217263733080461 0.17480549203173712 0.11545373450353213 0.58331538364291191 0.17418418824672699 0.071195028722286224 0.033878878341056406 0.31923407993599573 0.92915894651923758 0.025843802844383035 48.425825176702475 0.52636401801516541 0.9417934715747831 0.04533483363184132 0.011325835477727253 0.019296712172533148 0.68130233883857727 0.023018898656227194 0.042883946576224075 0.031762913058628328 0.42518649134717534 21.983361741453667 3.0012349853469962
leaf_count=40 23 6 6 10 2 7 19 19 25 20 4 5 3 14 17 52 25 1401 24 4 39 106 34 12 134 88 13 28 1639 215
internal_value=7.99858e-06 -0.00292595 -0.00765912 0.0112013 -0.00371659 -0.00857407 -0.0033584 -0.00755145 0.000840737 -0.00712677 0.00403569 0.0276058 -0.025191 0.00780618 -0.00297014 -0.000289033 -0.0146297 0.000240216 0.0145954 -0.00460765 -0.0131874 -0.0524367 -0.0103332 0.000937048 -0.0591331 0.00510978 -0.0182088 5.42317e-05 0.00194573 -0.000769961
internal_weight=80.7119 5.91967 4.43408 1.48558 4.26958 3.87976 3.708 3.54666 1.29224 1.11743 1.00198 0.418664 0.244479 0.173284 3.20448 2.97047 0.139406 74.7922 0.956604 2.65123 1.04077 0.0989763 0.0536414 1.61046 0.0343447 0.113562 0.0746469 73.8356 22.4085 51.4271
internal_count=4034 704 457 247 451 445 443 436 237 212 192 188 183 180 417 398 166 3330 47 381 317 313 274 64 240 141 101 3283 1667 1616
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 1 1 0 0 1 2 0 0 2 0 1 0 2 1 0 1 1 2 0 0 2 2 0 1
split_gain=0.00525569 0.0319008 0.0415578 0.0233845 0.210956 0.0920038 0.0840962 0.0546428 0.123359 0.0638689 0.121132 0.038303 0.0679273 0.0674683 0.271259 0.0369953 0.118591 0.15005 0.124514 0.03742 0.0551603 0.0505831 0.0998874 0.0332213 0.0300713 0.0256567 0.073124 0.0320894 0.0243026 0.0298566
threshold=41.257403903850005 41.289992964000007 41.319407281650008 0.39542229275000007 0.53544804050000006 36.728658719300007 0.39408999735000005 0.39072183470000005 0.52770875125000016 0.52404119640000013 0.39019789825000006 41.147265497500008 0.47943175355000006 0.51675099550000014 39.337369931850013 0.51401155655000019 0.37078231190000005 0.50339810185000011 38.244973486750006 0.36533337325000009 0.48597347385000006 0.36160593995000007 0.34739977845000009 41.035283712600005 0.48386275860000011 0.56719858685000013 40.80591513400001 39.051326806600009 0.54136103710000005 0.41853537320000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 7 9 -9 10 11 13 -13 15 -15 16 17 19 -18 20 24 22 -22 25 -1 28 27 -27 -6 -30
right_child=1 2 -4 4 23 -7 -8 8 -10 -11 -12 12 -14 14 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00064146477836208443 -0.015007518964029576 0.028830901037069701 -0.00065795178352038609 0.0034490919331900006 0.001246717987493649 -0.10269313573134349 0.032703733144709958 -0.063437511386773102 0.019145341759016922 -0.025295208001043443 0.030172853116633144 -0.0047806342280463238 0.037713260751216005 0.012714738019652375 -0.073760820072712646 0.020638940568598524 0.0096942783293336044 0.046133976541055076 -0.074283958009966969 -0.019297635947744252 0.011856747279503907 0.00021295255717716959 0.076377390045069354 0.023089173203905602 -0.017675925733983643 -0.057919336691832038 0.080857736341319833 0.0074458384162800735 0.0098353253713415727 -0.011105091393023883
leaf_weight=15.881791496533854 1.5291641771710818 0.48446572462842041 35.258945089022248 0.11278878848656759 5.9147968881006765 0.29592794120586063 0.88552310342492901 0.39499023454209137 0.33368560718372464 0.82449692641966876 1.5421040132641781 0.74135043370551901 0.76368528744205832 0.96238747588358708 0.58217404241440818 0.98896387731656332 0.30500217160442744 0.75083624350372602 0.41924885695334524 0.902770586470523 0.81457948265597158 1.0089983604266306 0.34013830099138431 0.5726996412278148 0.94984307698905546 0.079485526376509408 0.134810945482286 1.3627536236212732 0.79844468456940365 4.6241935528624367
leaf_count=493 15 21 2132 20 46 92 14 36 10 16 22 14 33 34 20 17 21 19 30 28 16 30 49 30 14 356 36 133 32 205
internal_value=7.07875e-06 -0.000863371 -0.00025826 0.00075656 -0.00262373 -0.0734023 0.00235466 0.00141191 -0.02562 0.00212101 0.00295965 0.00130822 0.0167816 0.000334104 -0.0198795 0.00173026 0.000855337 0.00225038 -0.0389184 0.000594474 0.00153986 0.0165696 0.0308622 -0.000478846 -0.000392223 -0.00152398 0.0104268 0.00384339 -0.00318635 -0.00802176
internal_weight=80.561 37.2726 35.7434 43.2885 13.8959 0.408717 29.3926 28.507 0.728676 27.7784 26.9539 25.4118 1.50504 23.9067 1.54456 22.3622 21.3732 20.649 0.724251 19.8981 18.9954 2.16372 1.15472 13.4872 16.8316 12.9145 1.57705 1.44224 11.3374 5.42264
internal_count=4034 2168 2153 1866 950 112 916 902 46 856 840 818 47 771 54 717 700 649 51 630 602 95 65 838 507 808 525 489 283 237
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 0 1 0 0 1 1 2 2 2 2 2 0 2 2 0 0 1 1 1 1 0 1 1 2 0
split_gain=0.00696436 0.0567152 0.0397513 0.105591 0.0643758 0.0375622 0.0284343 0.0463157 0.0240248 0.0233574 0.0131275 0.024279 0.01385 0.0126914 0.0773647 0.0619862 0.136 0.113502 0.0477413 0.033419 0.241281 0.110703 0.060463 0.0462434 0.0460029 0.0316576 0.0219309 0.036358 0.0810903 0.0186783
threshold=37.198331469900005 0.3975479776000001 0.36359689830000008 0.50410167360000013 0.49336846205000007 0.54136103710000005 0.36533337325000009 0.51191581090000016 0.54562737640000014 0.32058920395000007 0.40667944075000007 36.728658719300007 33.151194885250007 39.420767558750008 39.525197829750006 39.110279783550006 0.51505942935000004 39.184300550350009 39.011793722550003 0.52284362740000012 0.52770875125000016 0.36533337325000009 0.34494476210000008 0.39670967935000007 0.40301188585000008 0.46898296455000005 0.45280081435000008 0.42039160505000012 38.244973486750006 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -4 -8 -9 -1 -7 12 -12 15 -15 18 -17 -18 19 21 -21 22 25 -22 -25 -2 27 -26 -29 -16
right_child=13 5 6 -5 -6 10 7 8 -10 -11 11 -13 -14 14 29 16 17 -19 -20 20 23 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.045581735650600232 -0.004060281253285114 -0.10388654635675874 0.016105982406389326 -0.11351958410672579 0.10108712508014386 0.040071351466429261 -0.023855286926232538 0.012303853329776003 -0.0084132953669710433 -0.042493635065720181 0.020596049643171042 0.05364506339559099 -0.1007522037528078 -0.029719411873386337 -0.0014656698801600362 -0.001315919322112133 0.099852941993455971 0.01245370446096843 -0.020011587815556994 -0.083951837792993089 0.036000593555947515 0.042880243880761254 -0.027709716839351119 -0.025079295258264529 -0.00029264928641139256 0.021842523675946031 -0.011724943292641522 0.0012474158341717315 0.060220905425565532 0.001943250030264529
leaf_weight=0.03808791546438528 0.94452249647842179 0.090114575793449947 0.98647707048803557 0.11263510957360268 0.053123205434530973 0.029979747429024428 0.81569384886825025 1.3719724310985841 0.94552616029977787 0.14375807187162404 0.012123912631892608 0.020774775813904967 0.041947737594264289 0.88036259999716904 34.419412999409012 0.96929881538380758 0.32055182908106872 0.27698476587056575 1.0294187240098436 0.33801944728861588 0.40589598193764675 0.80106557449025206 0.59371147017191095 0.59272449856507625 1.4897765774221632 0.94279558537527919 0.60410905053651198 0.59031455969443403 0.38537469767925359 30.1551352008048
leaf_count=48 37 29 23 2 11 6 33 62 4 139 115 32 153 47 1082 17 9 34 32 24 9 38 33 20 25 20 96 41 17 1796
internal_value=7.01752e-06 -0.00374421 -0.0014402 -0.0339147 0.00424474 -0.0565429 0.00129989 -0.00336176 0.00385138 -0.0240461 -0.0158436 -0.0382404 -0.0735436 0.000237928 -0.000275188 0.00350359 0.021816 0.0593395 0.000212314 0.00292017 -0.00276998 0.0105592 0.00012351 0.00397529 0.000425891 0.00887927 0.00535086 0.00953491 0.0245406 0.000126233
internal_weight=80.4017 4.66221 4.46727 0.347604 0.234969 0.194941 4.11967 3.13319 2.3175 0.181846 0.104826 0.0748464 0.0540717 75.7395 65.4549 10.2846 1.56684 0.597537 8.71773 7.68831 4.40621 3.2821 2.48103 4.0682 3.6623 1.88732 3.06957 2.46547 0.975689 64.5745
internal_count=4034 657 322 200 198 335 122 99 66 187 306 300 268 3377 2925 452 60 43 392 360 232 128 90 208 199 57 179 83 58 2878
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 0 1 0 2 0 1 1 1 2 0 1 1 0 1 2 2 2 1 1 1 2 1 0 2 0
split_gain=0.00575266 0.0502216 0.0351027 0.0341042 0.0956846 0.057361 0.0232306 0.0383081 0.122184 0.0250681 0.0192685 0.0114263 0.019059 0.0216897 0.0252093 0.0107889 0.0308717 0.0141202 0.0106324 0.0104566 0.0625748 0.059022 0.0170955 0.113936 0.0808505 0.101533 0.285336 0.0339584 0.0331695 0.0391083
threshold=37.198331469900005 0.3975479776000001 0.54136103710000005 0.36359689830000008 0.50410167360000013 0.49336846205000007 0.36533337325000009 0.52005927965000021 35.419594101850009 0.5296248615500001 0.32058920395000007 0.46476153410000004 0.46280051495000007 34.466665687600006 0.54386096225000014 0.33204095685000007 0.33992994225000006 0.49094338495000006 0.4349121284000001 39.420767558750008 39.525197829750006 39.256147742250008 0.39072183470000005 0.39476362980000007 0.38780276035000005 38.625745710700009 0.34674111555000003 0.4778150355000001 38.400997490450003 0.5519595221500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 8 -8 -9 -1 12 13 14 -4 -12 -17 -18 -16 21 -21 22 24 -24 25 27 -27 -2 29 -25
right_child=19 2 11 6 -6 -7 7 9 -10 -11 15 -13 -14 -15 18 16 17 -19 -20 20 -22 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.041888492174856094 5.4428611743093215e-05 -0.10351448482012637 0.10067501114921665 0.014630465759597887 -0.11209784301875197 0.10098314520528602 0.017265227574810148 0.015841461731958915 -0.053402372973643045 -0.0057824054018000993 -0.1011526265359551 -0.10051451884710978 0.10021971929718204 -0.10072404247099083 -0.10053563764065424 0.073354974919854515 -0.074813732472357328 0.015371344644783109 0.026724700363128753 -0.026710689868062711 0.00011367652773344364 0.027557963726398391 -0.046753262572029095 0.019070901215982455 0.032044036002599453 0.018539285721857625 -0.097229816258847065 0.024701173389207312 -0.0061597865919298016 -0.0111263444440678
leaf_weight=0.037342700351387426 1.5910769252138974 0.08181718819901096 0.020139690488576889 0.97784535191021849 0.10314273461699486 0.048114841687493026 0.4713995246497692 1.0168185291090597 0.5086842579767108 1.134012175403768 0.023241995962145268 0.013552569655978175 0.015118960600375431 0.024030421604898322 0.015663474056054838 0.024490557218086906 0.070863694234723829 0.022994168859440833 0.011302479469890159 0.88151387748894094 64.571966385618651 0.90601180323619779 0.53469480018861748 1.5935318771543623 0.90347691532224406 0.49694842698227137 0.37246592981682625 0.86181998823303718 2.3625067916243001 0.5868113679637571
leaf_count=48 47 29 1 23 2 11 25 39 19 16 43 184 3 59 24 11 79 6 35 47 2878 30 24 38 21 25 19 40 108 100
internal_value=7.51379e-06 -0.00341791 -0.0549586 -0.00130907 -0.0322289 0.0040538 0.00117573 -0.00302645 -0.0194128 0.00444041 -0.0220104 -0.0151549 -0.00174299 -0.0234137 0.0160253 -0.0388629 -0.02663 -0.0527194 -0.0471959 0.000216698 -0.000247588 0.0031933 0.000820528 -0.00309012 0.00551942 -0.00169375 -0.0310574 0.00871401 0.00204904 0.0109437
internal_weight=80.2834 4.62058 0.181625 4.43895 0.330191 0.227048 4.10876 3.13091 0.980084 2.15083 0.178933 0.0998076 0.086255 0.0711361 0.0471056 0.14159 0.118348 0.0938579 0.026966 75.6628 65.4535 10.2093 9.30333 5.07754 4.22579 3.32231 0.869414 2.4529 4.54285 2.18034
internal_count=4034 657 335 322 200 198 122 99 44 55 187 306 122 119 60 139 96 85 59 3377 2925 452 422 270 152 131 44 87 246 138
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=2 0 1 2 2 0 1 2 0 0 1 0 1 1 1 2 2 0 2 1 0 2 1 1 2 0 2 0 1 2
split_gain=0.00583721 0.0355081 0.104313 0.0456298 0.101723 0.0416216 0.108769 0.0625378 0.036824 0.13805 0.0563983 0.0296124 0.0215911 0.0198859 0.0681055 0.0237785 0.0500683 0.0237703 0.0175331 0.0285046 0.0173386 0.0164944 0.0124755 0.334393 0.195309 0.110894 0.229113 0.0935989 0.207762 0.133782
threshold=37.52517992975001 0.50086823750000009 0.36575252235000005 37.038444968100009 36.491284729650012 0.51191581090000016 0.37668033890000002 37.311503175250003 0.50008981770000005 0.49880243110000005 0.36533337325000009 0.49336846205000007 0.35374689380000007 0.39072183470000005 0.39408999735000005 34.654301448200009 34.41230404325001 0.53928026105000015 37.784765830350004 0.41347564445000012 0.54228915300000013 37.903039192800001 0.37668033890000002 0.37078231190000005 41.898943182100005 0.51505942935000004 40.636252116050009 0.50339810185000011 0.35651627195000007 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -3 -7 13 9 10 11 12 -1 -8 -15 16 -16 -17 19 -2 -19 -20 23 27 -25 26 -24 28 -23 -30
right_child=18 5 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 14 15 17 -18 20 21 -21 -22 22 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.0067670620470239324 0.033848386940515972 -0.028616224191182607 0.078816477467331253 0.049232512587921162 -0.10348863761616099 0.10216666562654104 0.0063280904419030616 -0.048030754949227171 -0.013523784299785908 0.10149635820137229 -0.1048383659907106 0.10011246554570913 -0.10120358160949249 -0.10348321679654693 -0.056275943312639687 -0.041121538570878954 0.10004097916291683 0.0081027239582398044 -0.015289008279510075 -0.0012708581772971563 -0.016579450215098213 0.0005833962447536514 0.083259304641832968 -0.11212535735240353 -0.012145797272959932 0.0010173415897328443 -0.061680151733735006 0.028749471322841294 -0.087635860454797043 -0.0094401368529023703
leaf_weight=0.10427480838391445 0.40453079557438698 0.77309160259846965 0.19391249387263076 0.16133941508451233 0.10060359187438905 0.095700062724063506 1.5671188228297985 0.31967422263369361 0.57131416723132133 0.14827503357082605 0.061416327953338623 0.028677685651928186 0.022521052096718286 0.073743648391427885 0.031658600378069113 0.18920514125420584 0.058084335539668075 0.63974927621893563 0.69296140346953805 0.5391162333094428 0.51269311072750767 45.812943247891681 0.4210816204482265 0.41852413275046174 0.36648238575071446 23.69349273467218 0.1471844983689361 1.1330641813692626 0.4383131857575816 0.43685472058141883
leaf_count=141 23 24 10 25 20 4 32 19 4 5 3 14 25 14 164 34 17 11 30 24 138 1191 16 38 23 1713 71 48 23 130
internal_value=5.00022e-06 -0.00309299 0.0107711 -0.000239071 -0.00793539 -0.00762356 -0.00297018 -0.00593651 0.00232966 0.027133 -0.023705 0.00834494 -0.0124103 -0.00155652 -0.00976584 -0.00493762 0.0448971 -0.00827107 0.000240061 0.0137844 -0.00287776 6.63133e-05 0.00021234 -0.000712095 -0.0654496 0.00206436 0.0457191 0.000350601 -0.000338605 -0.0486032
internal_weight=80.1576 5.65305 1.39233 1.19842 1.03708 4.26072 3.48763 3.39193 0.936479 0.365165 0.21689 0.155474 0.126796 3.07225 1.50513 1.43139 0.0897429 1.34165 74.5045 0.943647 1.15244 73.5609 72.8679 48.6062 0.785007 24.2618 0.568266 47.8212 46.6881 0.875168
internal_count=4034 704 247 237 212 457 433 429 192 188 183 180 166 410 378 364 181 183 3330 47 149 3283 3253 1453 61 1800 87 1392 1344 153
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 0 0 2 2 0 2 0 2 0 1 2 0 1 0 1 2 1 1 1 0 0 2 1 1
split_gain=0.00578617 0.0880969 0.0596522 0.0392022 0.0942658 0.0380955 0.0945007 0.0182064 0.100423 0.0935169 0.134268 0.146222 0.0988458 0.0933679 0.138348 0.0707929 0.0997831 0.0430969 0.0409401 0.0330758 0.0633351 0.0408257 0.0328005 0.0846696 0.125073 0.0367728 0.0830125 0.0340749 0.0468144 0.205213
threshold=0.34515433670000012 0.48597347385000006 0.48386275860000011 0.4815274992000001 0.47976108500000009 0.47943175355000006 0.47817430615000006 0.48119816770000007 42.141702038450013 40.206947806850003 0.47997065955000012 39.577821550850011 0.47916230050000003 42.753078181500008 0.47754558250000007 0.34674111555000003 38.334060527150008 0.48244064550000004 0.34560342505000002 0.47943175355000006 0.34566330350000002 43.426640904350009 0.34542378970000004 0.34566330350000002 0.34575312120000007 0.48797940185000005 0.48447651265000008 41.898943182100005 0.34614233110000009 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 11 15 -11 14 -10 -2 -17 -9 -14 20 -15 -22 -19 -24 -25 26 27 -26 29 -29
right_child=7 -3 -4 -5 -6 -7 -8 17 13 12 -12 -13 18 19 -16 16 -18 22 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0011561468841504725 0.1023595530713281 0.040741583360912777 -0.037001469953869236 0.0082575449031130326 -0.031261770714227539 0.014034191931345237 -0.04133383077923921 -0.0109666325384742 0.0020863843478649501 0.0043055729121247313 -0.0596429130862575 -0.018588709666346251 0.01683922886114473 -0.10250263488436751 -0.10589852958285062 0.084503067063270057 -0.086529896793549624 -0.021599772376576194 0.040260136278323928 0.00031756938088104152 -0.10098339057272238 0.027593098309671521 0.021522180735061403 -0.039785460927692404 -0.0074355433795297967 -0.00054235001685321537 0.026664975698160859 -0.0088601919116061221 -0.0057698142909612827 0.10290706473084676
leaf_weight=9.2829790061922282 0.18286171659400829 0.47583090187981625 0.49763077124953348 3.0880075842142114 1.1767878434620787 1.381807756377383 0.62482035637367594 3.5878602317605575 0.22766761226296184 5.4329003769979618 0.45945600346021809 0.78376584178602116 1.7566067893058064 0.095790981945242382 0.2477587381072226 0.075709668352710313 0.062082837167736216 0.66811999678612366 1.2977286467794327 1.6807581094326449 0.031034893606630476 0.12088833475809224 1.8771530985832203 0.78248954983428021 2.348714683670543 38.565379658894521 1.6873469380928439 0.47155401855707146 0.73372300155460835 0.25210168934427202
leaf_count=661 9 17 5 24 16 15 22 39 28 78 10 13 21 52 42 37 8 24 29 24 31 96 29 16 15 2567 45 2 6 53
internal_value=3.71131e-06 -0.00166278 -0.00291978 -0.0018294 -0.00432801 -0.00152053 -0.00368989 0.000437951 0.0038654 0.00825672 -0.0142141 0.00468493 0.0123973 -0.0144955 -0.0541877 0.061572 0.00744364 -0.000399505 0.0267903 -0.00471015 -0.0388236 0.00132748 0.000400581 0.000715208 -0.000155816 0.000548011 0.00820263 1.77532e-05 0.0120295 0.0300764
internal_weight=79.9573 16.5279 16.052 15.5544 12.4664 11.2896 9.9078 63.4295 12.455 10.0511 1.56388 1.10442 8.48724 2.4039 0.475426 0.320654 0.137793 50.9744 3.05434 1.92847 0.247714 0.151923 47.3866 46.7185 44.8413 44.0588 5.49344 3.80609 1.45738 0.723656
internal_count=4034 760 743 738 714 698 683 3274 478 205 77 67 128 273 70 54 45 2796 50 203 179 127 2757 2733 2704 2688 121 76 61 55
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 2 2 2 0 2 2 0 0 0 0 2 2 2 2 2 0 0 2 0 1 0 2 1 2 2
split_gain=0.00705975 0.0379069 0.0779228 0.0578793 0.141469 0.0626443 0.0614088 0.0418125 0.0409274 0.187953 0.120936 0.13543 0.109614 0.229806 0.128965 0.0667413 0.0755392 0.0515621 0.049059 0.0473333 0.0380419 0.0982108 0.126408 0.0791103 0.043574 0.135586 0.04915 0.0830933 0.047804 0.130885
threshold=40.633548727200008 0.39542229275000007 0.53833717555000005 40.316494640950005 40.206947806850003 40.137820134150012 40.467253020850002 38.903925214650009 0.48306936920000004 39.749124837650008 39.664548207900005 0.48028502140000007 0.47997065955000012 0.4784437592000001 0.47700667645000011 39.420767558750008 38.748048509250005 38.969453495950006 37.828051409500013 37.311503175250003 0.54499865270000014 0.5398790455000001 38.400997490450003 0.54646567465000018 0.41714319930000004 0.55677973715000018 40.206947806850003 0.43724738780000011 39.458743938000005 39.256147742250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 8 -5 -3 10 15 11 12 13 14 17 16 18 -1 19 -10 21 -4 -23 -22 -25 -26 27 -27 29 -29
right_child=-2 2 20 6 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0033683342581972545 -0.00078057304790682402 -0.010463824933334647 0.00806667447185694 0.026219679839712719 -0.028731568425204086 0.027138679238610942 0.0028837307297948263 -0.045972599213166085 -0.0023909344339503504 0.034931854501724306 -0.024199507626380647 0.066877848074912732 -0.038629092286280822 0.067023713345445671 -0.067356200201387814 -0.026211959654670783 0.025439168887402448 0.039406238061365041 -0.024833456050531711 0.026488469234580987 0.064560944398840997 0.0053045438234428019 -0.035766334782756211 0.072872401878456325 -0.10290851201086669 -0.087558917835857702 0.028472610216204702 -0.0013897138874975621 -0.054248283587831028 0.094629952848221649
leaf_weight=1.7644853175022146 46.942801065106813 0.7401170979567826 2.8651364456454758 2.0705119208978422 1.4803969818167377 1.0529947482282285 2.4763684479639778 0.60081544379748664 4.1036792466775278 1.815911011159187 2.0550402749751129 0.33206305540807068 0.60607106983661641 0.53981017984915514 0.29301802231930185 0.9134369886596686 1.1917111107613889 0.33537551594781678 0.82331335224125712 0.65861771049640072 0.23267850504635168 1.3360717090654364 1.7066081645898519 0.088741059483709583 0.11860472861138793 0.10729036251245849 0.72879379750207807 1.4990790371263942 0.13468547305168233 0.15681152500019369
leaf_count=232 2475 63 21 32 24 14 39 43 133 39 30 8 4 16 11 31 34 17 46 23 9 23 27 19 58 55 43 382 71 12
internal_value=6.131e-06 0.00113108 -0.00388895 0.00343127 0.000880458 0.00353961 0.0135102 -0.0263738 0.0019294 0.00599524 -0.0045933 0.00581574 8.59165e-05 0.00808678 -0.00520882 -0.000837161 0.00258282 0.00346333 -0.00229367 0.00160304 -0.000529356 -0.00522016 -0.0177317 0.00850724 0.00390511 0.00167573 0.00639815 -0.0020786 0.00304333 0.00770327
internal_weight=79.771 32.8282 10.3154 22.5128 17.9659 16.4855 4.54688 1.34093 15.4325 9.50667 5.92586 3.87082 3.53876 2.93269 2.39288 7.69076 6.77732 2.09986 5.58561 4.7623 8.9745 5.90782 3.04268 3.06668 2.83401 2.74526 2.62666 1.89787 1.79058 1.65589
internal_count=4034 1559 826 733 662 638 71 106 624 306 318 288 280 276 260 267 236 249 202 156 720 71 50 649 640 621 563 520 465 394
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 1 0 2 2 2 0 0 2 1 2 0 2 2 0 1 2 2 2 2 2 2 1 0 2
split_gain=0.00599388 0.0383121 0.0238468 0.134323 0.0551481 0.0912428 0.0808607 0.0353641 0.0459725 0.0236605 0.149463 0.099438 0.106937 0.0850287 0.07508 0.113117 0.0539405 0.0538031 0.0524651 0.0469518 0.103573 0.0572536 0.0360475 0.0429525 0.0409603 0.0633728 0.0568049 0.0700931 0.113674 0.170797
threshold=40.467253020850002 40.413896136950008 0.34524415440000006 0.3453938505000001 0.34479506600000004 40.206947806850003 0.3447052483500001 0.47817430615000006 38.969453495950006 40.040005255000004 39.861052345600008 0.48068920095000006 0.48447651265000008 40.280372415600006 0.34674111555000003 38.478081868400004 0.5216909673500002 40.377444152000002 40.003678352300007 0.48797940185000005 0.36359689830000008 39.685256516350002 39.525197829750006 39.420767558750008 39.110279783550006 38.969453495950006 38.748048509250005 0.37473428940000003 0.52770875125000016 37.311503175250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 10 11 14 -13 16 -5 -16 -11 -15 -12 -14 -21 22 23 24 25 26 27 -22 29 -29
right_child=-2 -3 3 9 -6 -7 -8 -9 -10 13 18 12 19 17 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017925881931165927 -0.00065501713724708797 0.024080675954786163 -0.041735874446163862 0.10438235624177822 0.018656974788037708 -0.043657270408917592 0.043895019735391817 -0.021419148976524988 0.037670237701310519 -0.035482612545959545 0.034238007273060499 -0.065696843944458891 0.033034528341829246 0.01937628615964921 0.08232488759547979 -0.10700433618557462 -0.0028082233624430073 -0.009581005702487478 0.0010455684866162987 -0.062346566404662566 0.015620197764188826 -0.022982382968258813 0.020447858080225076 -0.024349591835110637 0.024504234881162466 -0.023837350313880762 0.02465489789571311 -0.0058114325843872834 0.0021121367221679965 -0.073821011863469441
leaf_weight=1.8321984338728645 50.136971495709773 0.71056115048258917 0.77807905481467088 0.15392411476933432 2.2281943539253222 0.44601266039535392 0.45064877159893502 0.68896264489740122 0.35190205495018734 1.1420284263060119 1.7675357991060558 0.26403480535372992 0.38373859412968059 1.414591147181568 0.073372064616018307 0.055371717944581178 0.9061142937945873 1.1742780831925757 0.65181102484666542 0.28259368671569873 1.9821603933505567 1.1077656760977284 0.86360736463408549 0.7220038969771857 0.68523141980063051 1.0656290651786271 0.98195315794072335 1.1150323596677933 4.6373334625259952 0.55210776178660115
leaf_count=172 2535 15 14 3 52 7 10 8 21 25 43 7 5 37 40 8 45 15 33 37 65 35 29 38 47 40 32 56 519 41
internal_value=1.02311e-05 0.00114206 0.000575287 -0.000902955 0.00618477 -0.00118725 0.00451185 -0.00166552 0.00456566 0.00054236 0.00223867 -0.00149862 -0.00263265 -0.00580287 0.0572484 0.000895834 -0.0210272 0.00624163 0.0252954 -0.00147465 -0.00242085 -0.0011859 0.000729628 -0.000720687 0.000827499 -0.000742435 0.00191284 -0.000782063 -0.00593902 -0.0283342
internal_weight=79.6057 29.4688 28.7582 22.7603 5.99792 3.76972 3.32371 2.87306 2.1841 21.9822 17.3452 14.9259 14.6432 4.63701 0.282668 0.128744 2.04814 2.58887 2.41935 14.3792 13.9954 13.7128 12.6051 11.7415 11.0194 10.3342 9.26859 8.28663 6.30447 1.66714
internal_count=4034 1499 1484 1214 270 218 211 201 193 1200 1078 1002 951 122 51 48 70 52 76 944 939 902 867 838 800 753 713 681 616 97
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=0 2 1 0 2 0 1 1 1 2 0 0 2 2 2 2 2 1 2 1 0 0 2 2 2 0 2 2 0 0
split_gain=0.00511217 0.0387951 0.0494894 0.0319953 0.0292809 0.0250509 0.0135986 0.00991022 0.0419941 0.126046 0.0293627 0.0163151 0.0128528 0.0503034 0.0292159 0.035778 0.0171933 0.0114794 0.0375449 0.0236201 0.0274885 0.0520178 0.0293846 0.0517386 0.07489 0.0227024 0.0577297 0.171892 0.140323 0.0583901
threshold=0.5718990449500001 41.218101594450012 0.43837010870000009 0.58415915690000009 40.563919884450009 0.58650938595000024 0.48459626955000007 0.42780156285000009 0.43287626120000006 40.280372415600006 0.55386066285000013 0.56294721715000018 42.536568606950006 41.571132012400007 40.636252116050009 39.256147742250008 38.903925214650009 0.42114008565000011 38.400997490450003 0.41988263825000011 0.5398790455000001 0.54228915300000013 37.784765830350004 40.340071172300007 41.178189531300006 0.5223196910500002 38.244973486750006 37.137227079750012 0.52432561900000019 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -4 -5 -7 10 9 -9 17 -11 13 14 15 16 -10 19 -19 20 25 -22 -23 -24 -25 -1 27 -27 -28 -30
right_child=1 3 4 5 -6 6 -8 8 12 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 23 24 -26 26 28 -29 29 -31
leaf_value=-0.00045475989656397812 0.091225909362814134 -0.10127169911766749 -0.10048495029304341 0.080275762540070322 -0.0016046508569799575 -0.100869614784576 0.04170924435171279 -0.077887168959748537 0.010644626951668526 0.048917615281083418 -0.016263970790399967 0.10258419365013045 -0.0052322217609454052 0.035591742657100384 -0.013066756994409288 0.032487943686783025 -0.010133173369497466 0.010087537852886075 -0.023282760318432686 0.013605447161336407 -0.030676589719816318 0.015704499860641079 -0.030156193036467983 0.026934913821740587 -0.019687733877944993 0.0063567474669309915 0.036053554103536216 -0.071460203812968706 -0.028298170214791335 0.0044323141211197502
leaf_weight=53.611913051881345 0.056442566834910113 0.073804507080055259 0.031472901288799982 0.022608740327996202 0.61801701871831938 0.022023910732457352 0.009607412020358197 0.068630464608197772 0.82552611534220088 0.10913010055192185 1.1222083519850219 0.11779165640473366 1.6339072908391115 0.47992991548380803 1.0183774449105838 0.45220302948291635 0.7694603344425559 0.58929964530398027 0.7879862054367095 1.292916681151836 0.82011208841504357 0.70008404165309945 0.69855703267967362 0.67819857131689765 0.70028498246449544 1.0657243618038545 1.4280901135753072 0.38692132469782325 0.58157469574772136 8.6781004066711755
leaf_count=1893 15 97 416 6 61 63 319 54 53 40 77 2 148 30 37 41 17 6 41 23 20 24 18 6 46 54 33 34 166 194
internal_value=1.16412e-05 -0.00777651 0.00140916 -0.0584187 -0.00639618 -0.000108621 -0.057564 9.42587e-05 0.00419797 0.0408608 -0.00021292 0.0767751 0.00210587 0.00548756 0.000774603 0.00766001 0.00062091 3.71871e-05 -0.0090046 0.000213471 -3.6202e-05 -0.00854806 -0.00201329 -0.00798522 0.00325009 0.000429472 0.00433423 -0.0143703 0.00687649 0.0023766
internal_weight=79.4509 0.833977 0.705932 0.128045 0.64949 0.0542401 0.0316313 78.6169 5.47496 0.295552 73.142 0.226922 5.1794 3.5455 3.06557 2.04719 1.59499 72.0198 1.37729 70.6425 69.3496 3.59724 2.77712 2.07704 1.37848 65.7523 12.1404 1.45265 10.6878 9.25968
internal_count=4034 977 492 485 477 388 382 3057 422 96 2635 42 326 178 148 111 70 2558 47 2511 2488 114 94 70 52 2374 481 88 393 360
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=2 0 1 2 2 2 1 2 0 0 0 1 0 0 2 1 1 1 1 0 2 1 2 2 0 2 2 2 2 0
split_gain=0.00474884 0.0265034 0.0908711 0.0389361 0.0924565 0.0366513 0.193997 0.105993 0.040488 0.0343346 0.124742 0.0524249 0.026175 0.0261263 0.0384922 0.10679 0.0766503 0.0229805 0.018878 0.0198048 0.0134942 0.0264623 0.00997987 0.0171914 0.0318791 0.0260404 0.0330594 0.0276579 0.0492376 0.103808
threshold=37.52517992975001 0.50086823750000009 0.36575252235000005 37.038444968100009 36.491284729650012 36.893814626400008 0.39045238170000002 36.728658719300007 0.50465554925000011 0.50008981770000005 0.49880243110000005 0.36533337325000009 0.49336846205000007 0.5216909673500002 35.879804895950009 0.39736834230000012 0.3975479776000001 0.41714319930000004 0.35374689380000007 0.42018203045000008 37.784765830350004 0.41347564445000012 37.903039192800001 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.110279783550006 39.420767558750008 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 7 -7 8 -3 10 11 12 18 -10 -15 -16 -17 -8 19 -1 21 -2 -22 24 -24 -25 -27 -28 29 -29
right_child=20 5 -4 -5 -6 6 17 -9 13 -11 -12 -13 -14 14 15 16 -18 -19 -20 -21 22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=-0.10053179191130049 0.032338861754491813 -0.049483927259066668 0.07537604800102099 0.045473050857945181 -0.10317499572717669 -0.073387230018869251 0.029987656474750254 0.058185034327128571 0.018122446132588944 -0.013384928967240953 0.10135061471808354 -0.10441759907235136 0.10009993411869139 -0.0031514267870145019 -0.10561822668500705 0.10203452423196047 -0.10068299024181766 -0.0043761778445650995 -0.10100540220094989 0.024243703827209744 -0.011817269784193962 -0.002088604347526897 -0.00041682914283429345 -0.015144006488656284 0.024038095352991659 0.016838463479041939 -0.014989303896751814 -0.0017862135480218634 -0.00026849987353511675 0.05328173157219715
leaf_weight=0.014838724318536167 0.3829959277484275 0.2036038805581496 0.18072682822821651 0.15697041215025809 0.092800031956159046 0.45525754801928975 0.29226673699758976 0.27911213538891377 0.46912927020002859 0.57172593846917152 0.13514214893803 0.056440360844135284 0.025907020550221205 1.6927587862199938 0.12907565701880219 0.05909472331404686 0.027254746835145838 0.58239174323104237 0.019407137877632596 0.089121805630838935 0.69929687552296016 0.53532716398288116 1.4235997833553793 1.1307344165629434 0.8521294113492156 1.1676843750235821 1.2302292741987901 0.94467816870019194 64.905406316827793 0.53686151102283475
leaf_count=105 23 7 10 25 20 11 19 26 32 4 5 3 14 243 13 1 66 39 25 36 30 24 50 62 62 46 48 17 2925 43
internal_value=1.14887e-05 -0.00281414 0.00941013 -0.000846484 -0.00807835 -0.00673261 -0.0204482 -0.000354869 -0.00668564 0.00159197 0.026713 -0.0223193 0.0087218 -0.0030202 -0.00821815 -0.0480312 0.0380502 0.00710648 -0.0104675 0.00643397 0.00022331 0.0122697 7.15413e-05 0.000186705 0.00874013 -9.17063e-05 0.000155734 -0.000132361 0.000142956 0.0181686
internal_weight=79.342 5.53303 1.34308 1.16235 1.00538 4.18995 1.32992 2.86003 2.58092 0.912583 0.340857 0.205715 0.149275 2.37731 1.90818 0.215425 0.0863495 0.874658 0.123368 0.103961 73.8089 0.918323 72.8906 72.1913 2.27573 69.9156 68.7849 67.6172 66.3869 1.48154
internal_count=4034 704 247 237 212 457 69 388 362 192 188 183 180 355 323 80 67 58 166 141 3330 47 3283 3253 112 3141 3079 3033 2985 60
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 2 0 2 0 1 1 1 0 0 1 1 2 2 0 1 1 0 2 2 2 2 2 0
split_gain=0.00438939 0.0484817 0.0348763 0.0280498 0.0825308 0.0841652 0.071523 0.0676839 0.127388 0.103078 0.058509 0.0706074 0.0706029 0.0450054 0.0769773 0.0929988 0.0610276 0.0424091 0.0374848 0.0328365 0.0296744 0.018095 0.0919002 0.0308214 0.0200378 0.0174238 0.0165824 0.0165024 0.0703203 0.0420037
threshold=0.44805544745000009 0.55609113500000007 0.55832160710000012 0.54646567465000018 0.43837010870000009 0.57537199485000012 40.94178426300001 42.094663496250007 0.5654770815500002 41.806790701050012 0.56643513670000012 0.42473279245000012 0.4317685099500001 0.42473279245000012 0.54300769440000007 0.54064249575000012 0.42114008565000011 0.42209814075000007 42.558389508100007 43.487767439550005 0.54499865270000014 0.46280051495000007 0.4662734648500001 0.56341127510000011 39.458743938000005 42.402981339000007 38.625745710700009 35.050303764500008 33.151194885250007 0.51191581090000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 13 7 -6 -7 9 18 10 11 17 -13 16 15 -15 20 -5 -9 -20 27 23 -23 -4 26 -26 -25 28 -1 -30
right_child=1 2 21 4 5 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.043855640758918006 -0.068707315820699846 0.043888515359854469 -0.018191855188058253 -0.017733724684028895 -0.10421447656630066 0.099898588327940407 -0.10075409475262753 -0.10473729515195065 0.030887744412462167 0.070364230015631579 0.045609864208428996 -0.10426755372072355 -0.010363687432164297 -0.097298854916399086 0.053030606390554319 0.034507578276108751 -0.028134684389430134 0.018230251034930013 -0.10062832960434476 0.028905693276517642 0.020061516756171783 0.064154178556792923 -0.079433465904248185 0.00012720029079516052 -0.01560374472079655 0.0042597198057908788 0.022660906888611998 -7.6283007295509047e-05 0.0071998887524342041 0.073309768892261692
leaf_weight=0.13656686387666539 0.092683846831489336 0.21278062109172413 0.70229336292686628 0.68534069143197507 0.17069831482774578 0.046247931934573216 0.028844129470996904 0.19716413284186263 0.15951937018735407 0.20429571947170178 0.20688462558427989 0.14576306866246103 0.17765022020421384 0.091930958020582376 0.40169670127534118 0.12815454346127808 0.76456673753273108 0.6286525983014144 0.033056975284125656 0.047966106614126147 0.74956808646675099 0.18258551756753183 0.05897035276365914 0.52555821483290566 0.60858753122738596 1.6094518311874706 0.86254544886105577 68.991751500028968 0.19562949059293544 0.1889152479780023
leaf_count=97 19 9 19 49 47 24 28 11 29 11 43 49 31 94 15 6 18 8 14 49 15 24 752 51 59 93 22 2288 49 11
internal_value=1.07083e-05 0.00292381 0.00431776 -0.000179454 -0.0101242 -0.0654025 0.0228245 -0.00465944 -0.040354 0.00296715 -0.00449855 -0.0108297 -0.0526864 0.000199753 0.0269865 -0.0205487 -3.47425e-05 -0.000527513 -0.0812058 -0.0239435 0.000271029 0.00246723 0.0291005 0.000974011 0.00470655 -0.00119043 0.0141293 5.76256e-05 0.0177862 0.0396777
internal_weight=79.2363 4.85546 4.76277 74.3809 2.73208 0.24579 0.0750921 2.48629 0.437707 2.04859 1.84429 1.63741 0.323413 71.6488 0.621782 0.220086 71.027 1.31399 0.278187 0.0810231 70.2624 4.54999 0.241556 4.30844 3.60614 2.21804 1.3881 69.5129 0.521112 0.384545
internal_count=4034 1048 1029 2986 393 99 52 294 103 191 180 137 80 2593 115 100 2478 57 74 63 2460 1020 776 244 225 152 73 2445 157 60
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 2 1 0 0 1 0 1 1 0 1 1 2 0 1 2 1 0 1 0 0 1 0 2 2
split_gain=0.00455044 0.0244076 0.0771589 0.0461237 0.0280892 0.0267764 0.0972549 0.0532067 0.0293538 0.0201121 0.0175698 0.0175196 0.0102401 0.0255917 0.0147995 0.0100339 0.0153393 0.0175537 0.0190443 0.0108119 0.00868705 0.0228437 0.199393 0.0755899 0.0539549 0.0362967 0.02732 0.0945618 0.0219925 0.0267903
threshold=37.198331469900005 0.36359689830000008 0.50410167360000013 0.49336846205000007 0.36533337325000009 0.52005927965000021 35.419594101850009 0.3975479776000001 0.54136103710000005 0.5296248615500001 0.32058920395000007 0.42314601355000009 0.33204095685000007 0.33992994225000006 0.49094338495000006 0.46476153410000004 0.46280051495000007 34.466665687600006 0.54386096225000014 0.4349121284000001 38.400997490450003 0.37668033890000002 0.52770875125000016 0.39670967935000007 0.47565941140000007 0.54300769440000007 0.45280081435000008 0.54942965780000008 38.748048509250005 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -3 6 -6 9 -9 -7 11 -1 -12 -14 -15 16 17 18 -10 -20 21 24 -23 -24 -2 -25 27 -27 -22 -30
right_child=20 4 -4 -5 5 7 -8 8 15 -11 12 -13 13 14 -16 -17 -18 -19 19 -21 28 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-0.043135420728165341 0.0019975991212851491 0.014042859009368067 -0.11002720225907799 0.10076522972385767 0.013369142698887809 0.014757579120422385 -0.052386701328941424 -0.10325767321848232 0.10052724504751583 -0.0048115870329205127 -0.10106934378301041 0.10039446008433801 0.069573973971292905 -0.072671444182896949 0.024730289025310926 -0.10046321546853372 0.099992081650134512 -0.10059104876512415 -0.10046422601992167 0.031048352241983303 -0.01391666862703146 -0.063287175188901382 0.052312778344957657 0.01303083795110801 0.037235664097791936 -0.10522606770946095 -0.0023168298850059859 0.022463861105135194 0.015242036282939631 -0.00012465021547388878
leaf_weight=0.014312581052436713 1.5235514508735817 0.94034748326521356 0.086892027407884598 0.03869413142092526 0.44018029589551622 0.98545449896892101 0.45996485253476749 0.071606139269988378 0.01577707938849926 1.1244432559760751 0.021163647489050419 0.020956052001565695 0.02265145159617532 0.066394355998734222 0.020390415127621964 0.012148409939747751 0.012203827514895238 0.019647198380205566 0.013514355100596731 0.011631724733803139 1.1324187531387924 0.44237587690884117 0.3564393483102325 1.2214562339649999 0.60788685793522734 0.11969707068055857 0.5380691608527437 0.11251166182410088 1.1539294681627712 67.493707052770674
leaf_count=46 40 23 2 11 26 39 21 26 1 16 43 2 11 79 6 184 3 59 24 35 62 34 7 19 28 7 55 46 46 3033
internal_value=7.99998e-06 -0.00311777 -0.0310811 0.00245283 -0.00113331 -0.00564004 -0.0202314 0.000155148 -0.0560979 0.00432844 -0.0204817 0.0421477 -0.0373948 -0.0250809 -0.0497865 -0.0163331 -0.00228904 -0.0228968 0.0144041 -0.039631 0.000192042 0.00425241 -0.00170153 0.00990068 0.0120475 0.00231064 -0.0146888 -0.0433567 -9.43589e-05 0.000133655
internal_weight=79.1004 4.39837 0.291455 0.204563 4.10692 3.16657 0.900145 2.26643 0.156529 2.1099 0.165869 0.0352686 0.1306 0.109436 0.0867848 0.0849226 0.0727742 0.0605704 0.0409232 0.0251461 74.702 4.92199 2.79055 2.34817 2.13144 1.99173 0.770278 0.232209 69.7801 68.6476
internal_count=4034 657 200 198 457 434 47 387 332 55 187 48 139 96 85 306 122 119 60 59 3377 236 168 134 68 127 108 53 3141 3079
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 0 2 1 0 0 0 0 0 1 1 1 0 0 2 0 0 0 1 0 0 0 1 1 1
split_gain=0.0092794 0.0506204 0.0255346 0.0343626 0.00467438 0.0578886 0.0332483 0.114329 0.0328143 0.0287733 0.0253411 0.059704 0.135874 0.0313931 0.0588726 0.0210572 0.0427169 0.0420769 0.0875512 0.0715072 0.0422485 0.0496641 0.0343382 0.0389026 0.0217863 0.0334983 0.0629183 0.0274497 0.0212802 0.0256923
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 0.34551360740000009 0.34560342505000002 0.48597347385000006 41.919251152600005 0.34542378970000004 0.4815274992000001 0.48271009850000007 0.4815274992000001 0.48098859315000003 0.47883296910000012 0.34515433670000012 0.34566330350000002 0.34569324270000007 0.47976108500000009 0.48068920095000006 41.942745071500006 0.47769527860000011 0.47754558250000007 0.47709649410000005 0.34623214870000002 0.48119816770000007 0.4815274992000001 0.48271009850000007 0.34614233110000009 0.34575312120000007 0.3459626957000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -8 10 -10 11 12 13 -2 -15 -7 -17 19 -19 20 21 -18 -21 -24 -20 -26 27 -27 -28 -30
right_child=4 -3 -4 -5 5 15 7 -9 9 -11 -12 -13 -14 14 -16 16 17 18 24 22 -22 -23 23 -25 25 26 28 -29 29 -31
leaf_value=-0.10073961824177809 -0.0021182933745957232 -0.10311126160765545 -0.10028513073838044 0.057297013645796008 -0.018540686708821329 0.013430271820783005 0.060057314719680011 -0.017146877187284696 0.021161116825737916 0.00052025851722543686 -0.0094002092177746382 0.0179658429447076 -0.046334044946934549 -0.00356845523025749 0.017434716836101854 -0.019541003421819553 -0.10050631491583578 -0.04223724502402048 0.015503310867353619 0.05153302118789678 0.10069664641805187 0.10038776256716078 -0.10074172039903539 0.012214817346077156 -0.017081054565363959 0.044027563521581659 -0.018242497888921901 0.010821154468515434 0.0089463276650078201 -0.00044994223109008093
leaf_weight=0.01636963493450494 13.298864330602333 0.054328578479228895 0.016983944224193692 0.086254067718982697 1.720321936298318 1.1605064757291064 0.38540417654439707 0.3818605407141149 1.3675348140641284 1.3343058926984666 2.9124892684631041 1.8005122188478697 0.64126668032258649 2.6623804424889377 2.6759606924024411 1.1156880905728019 0.026116059553724535 0.48597588154370797 0.93935449601849441 0.057080645946381736 0.15106373140588403 0.023270901292562485 0.059058372338768095 0.063030339253600687 1.1049826809903596 0.43817441817372926 0.63219287432730098 0.57642102605104384 3.1403990797698489 39.663897343747806
leaf_count=123 585 46 10 12 36 11 30 11 34 11 25 19 10 32 38 30 59 15 12 102 25 2 30 19 7 55 4 5 21 2615
internal_value=5.57383e-06 -0.0230665 0.0132917 0.0320884 5.64893e-05 -0.000506632 0.00110965 0.0216335 0.000519722 0.0109676 -0.000656885 0.000551183 -0.00107526 0.000482 0.00695985 0.000118391 -0.000200288 0.000255323 -1.26083e-05 0.0334142 0.0744467 -0.00584598 -0.0124921 -0.042426 0.000428729 0.000117895 0.000545433 0.025162 -2.9565e-05 0.000239429
internal_weight=78.992 0.173936 0.119608 0.102624 78.8181 51.3575 27.4606 0.767265 26.6933 2.70184 23.9915 21.079 19.2785 18.6372 5.33834 49.6372 48.4767 47.361 46.9814 0.37962 0.200451 0.049387 0.179169 0.122089 46.4954 45.5561 44.4511 1.0146 43.4365 42.8043
internal_count=4034 191 145 135 3843 3048 795 41 754 45 709 684 665 655 70 3012 3001 2971 2734 237 86 61 151 49 2719 2707 2700 60 2640 2636
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 1 2 0 2 2 1 0 0 1 1 0 1 2 0 0 0 0 2 2 2 2 1 1 0
split_gain=0.00585555 0.0292437 0.0225949 0.0309608 0.0217258 0.00677324 0.0152099 0.0638201 0.0588332 0.0594579 0.0167369 0.0460009 0.0180859 0.0248223 0.0104206 0.0381822 0.0234924 0.0205028 0.0185439 0.0140083 0.0445032 0.049077 0.066128 0.0402993 0.036311 0.0548809 0.0267621 0.0971799 0.0806829 0.0254217
threshold=0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.31100865245000009 0.34311846950000008 48.86568841230001 0.45994131915000008 38.121007182500009 39.458743938000005 0.33204095685000007 0.43260680815000008 0.42569084760000003 0.34467530910000005 0.34485494450000004 0.47943175355000006 0.34488488370000009 40.467253020850002 0.4778150355000001 0.47769527860000011 0.47736594710000008 0.47721625100000004 41.147265497500008 40.413896136950008 40.467253020850002 41.646178195200001 0.34524415440000006 0.34584293880000011 0.46495613905000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 7 8 10 -10 11 12 13 -7 18 16 -16 -17 -8 20 21 22 23 24 -19 -26 -25 -28 -29 -30
right_child=5 -3 -4 -5 -6 6 14 -9 9 -11 -12 -13 -14 -15 15 17 -18 19 -20 -21 -22 -23 -24 26 25 -27 27 28 29 -31
leaf_value=0.027455352710782734 0.0059730364422906981 -0.071569550775980775 -0.10025792627035629 0.1004254367255108 -0.10043442229780081 -0.10044360492103524 0.010323982977919834 -0.042381977622998793 0.022489846550774927 -0.059354115431720145 0.014284114449669323 0.064827737605910776 -0.10149377084473546 0.096101208844037334 -0.025355489187764035 0.019915665174027972 -0.0048280896951587689 -0.10393872237454127 -0.0026192114010520073 -0.00025532531659146462 0.017369379469064139 -0.03163896490359331 0.073344356960315313 0.016411335599869969 0.10095245696632547 -0.1040532056392961 0.009351603444716609 -0.10325699810777492 -0.045354474569672745 0.083380563249070741
leaf_weight=0.040373964231538717 1.8835261674539641 0.065018046462455459 0.015371666522696614 0.03826958779245615 0.019796392609146451 0.012519706746416559 2.5907786109353728 0.43942399109073438 0.13115820293023706 0.27461419127325826 1.1845540050742327 0.03829704783129273 0.053871598916884977 0.013201038644183427 0.90088575043705477 0.52749582106753123 1.4627491869032381 0.069495063308323668 1.9326698034274157 62.936676085766642 1.8493613010505212 0.48542098852340121 0.12799770082347084 0.7997963175944276 0.028261270374059677 0.024274798299529721 0.72832695406395942 0.161817056503196 0.026210968055885076 0.036983214546353338
leaf_count=13 16 35 10 3 119 98 36 19 13 44 82 15 10 2 36 29 24 57 29 3020 15 22 12 12 1 55 37 64 91 15
internal_value=7.44995e-06 -0.0180673 0.0124974 0.0301045 -0.0146211 4.85104e-05 -9.67194e-05 -0.00839383 0.000349336 -0.0328996 0.0107079 -0.0252254 -0.0685558 0.000431997 0.000141859 -0.000158051 -0.012652 0.000277497 0.00479393 0.000123516 0.0056199 -0.00311159 0.00380137 -0.000945597 -0.0565106 0.00622761 0.00292214 -0.00839453 -0.065836 0.0299853
internal_weight=78.8992 0.17883 0.113812 0.0984399 0.0601704 78.7204 76.8368 2.14764 1.70822 0.405772 1.30244 0.117889 0.0795923 0.0257207 74.6892 70.1658 2.36363 67.8021 4.52345 67.2746 4.33795 2.48858 2.00316 1.87517 0.122031 0.0525361 1.75313 0.953338 0.225011 0.0631942
internal_count=4034 180 145 135 132 3854 3838 283 264 57 207 125 110 100 3555 3490 60 3430 65 3401 381 366 344 332 113 56 219 207 170 106
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 2 1 1 0 1 1 2 2 2 2 2 0 0 0 2 0 2 0 2 0 2 0 0 2
split_gain=0.00559625 0.0338469 0.0187432 0.037799 0.114775 0.0704593 0.0292615 0.0211066 0.160181 0.101856 0.0489887 0.136522 0.288014 0.169637 0.144933 0.0954084 0.0576594 0.0631847 0.0414967 0.111828 0.45844 0.244254 0.0584905 0.0487088 0.0870052 0.0761017 0.115789 0.0772636 0.0461728 0.0450734
threshold=41.218101594450012 41.147265497500008 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46989611090000011 35.171584490050009 0.37078231190000005 0.37413550490000008 0.50278434775000014 0.36006406990000012 0.34641178410000012 39.792680591700012 38.625745710700009 37.784765830350004 35.509685375550013 39.458743938000005 0.4778150355000001 0.51505942935000004 0.5216909673500002 39.952536079750011 0.51857728810000003 41.035283712600005 0.52366695610000014 39.110279783550006 0.52770875125000016 36.010074051050005 0.53158588065000012 0.53833717555000005 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 9 -9 10 11 16 13 14 -13 -12 17 -4 -10 20 21 -20 23 24 -21 26 -25 29 -29 -27
right_child=-2 -3 7 4 -6 -7 -8 8 18 -11 15 12 -14 -15 -16 -17 -18 -19 19 22 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.044541151474529729 -0.00086853809479604804 0.023248970270333749 0.0017957112919814247 0.0076735387071754681 -0.10495005563482873 0.10224797477270815 -0.048345350022740624 -0.072228343777355694 0.023168452946696005 0.031690409109609463 0.010024187723348427 -0.058507487382741669 0.081865589890014495 -0.083906723489527338 0.099967104357871289 -0.042779964266723473 -0.0022321229870074072 0.034794833801955159 0.077218776730119329 -0.0070400037839202486 -0.10513920821287229 -0.034966481292178185 0.032655497972146168 -0.0047717374215086863 0.035202123890048058 0.0083074395849883336 -0.084960329626754871 -0.017410867075049307 9.6928332561418119e-05 0.062684553087453812
leaf_weight=0.048530752874056726 37.954027411954328 0.6618075957826467 1.5141027667732641 0.23195155391363187 0.14836714704506448 0.066078282761736773 0.11261262876422506 0.31565864864387805 0.71828151638084392 1.1684187714999996 0.66969238621137595 0.096264863075273821 0.61746648902771994 0.22803624416701496 0.14408918908793567 0.69967125659411522 13.36564947669592 0.94076151773333538 0.36706047784537321 0.9525795126792278 0.49542367458343506 0.41181134075668524 0.55600241183310473 0.52600352143781393 0.99887289479374886 0.31932279093234583 0.27380362518601942 1.7188934943260381 12.181737794599185 0.29167359491111711
leaf_count=77 2202 31 53 65 10 4 49 29 48 27 24 44 34 14 10 45 174 20 10 27 7 37 24 8 17 29 55 38 807 15
internal_value=5.67515e-06 0.000818099 0.000448628 -0.0169825 -0.0362624 0.0152877 -0.0203712 0.000716249 -0.00155373 0.00306596 0.00123592 0.00270941 0.0370099 -0.0221222 0.036496 -0.0169559 0.000355157 0.0144417 -0.000427665 -0.00131535 -0.0299335 0.0179033 0.000731243 -0.000296972 0.0145821 -0.00219332 -0.0322233 -0.000538223 -0.00206801 0.0342656
internal_weight=78.7947 40.8406 40.1788 0.60754 0.380319 0.227222 0.161143 39.5713 20.1271 19.4442 18.2757 16.9064 1.08586 0.46839 0.240354 1.36936 15.8205 2.45486 19.8115 19.0932 1.2743 0.778872 17.8189 17.2629 1.95145 15.3114 0.799807 14.5116 13.9006 0.610996
internal_count=4034 1832 1801 205 75 130 126 1596 1151 445 418 349 102 68 54 69 247 73 1122 1074 54 47 1020 996 44 952 63 889 845 44
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 0 0 0 0 0 0 2 2 2 2 1 0 0 2 0 2 0 2 2 2 0 0 2 0
split_gain=0.00472609 0.0653039 0.0437268 0.0759737 0.132039 0.0237972 0.295812 0.137473 0.0996615 0.208995 0.113636 0.0901168 0.0743572 0.044583 0.030754 0.0499289 0.023954 0.193132 0.124147 0.105143 0.0642782 0.0662498 0.052048 0.0989047 0.0470679 0.0365918 0.0229228 0.159652 0.0546905 0.039222
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.50410167360000013 0.52453519355000011 0.34674111555000003 0.48028502140000007 0.4871261339500001 0.47997065955000012 0.4784437592000001 0.47700667645000011 0.48028502140000007 38.334060527150008 38.969453495950006 39.525197829750006 39.420767558750008 0.39072183470000005 0.52770875125000016 0.52812790035000023 38.748048509250005 0.50706565670000014 36.364346611650006 0.53544804050000006 37.828051409500013 36.893814626400008 37.038444968100009 0.54228915300000013 0.54386096225000014 39.184300550350009 0.55074698365000019
decision_type=2 2 2 2 2 2 2 2 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 -5 6 8 11 9 10 13 12 -7 -1 15 16 19 -18 -19 20 21 -9 23 -20 -22 -23 -24 -28 29 -29
right_child=1 -3 3 4 -6 7 -8 14 -10 -11 -12 -13 -14 -15 -16 -17 17 18 22 -21 24 25 26 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0030174094624498492 0.016216970093160015 -0.00025251415148576953 -0.042505787406441342 0.043641897742140584 -0.027707226558509712 0.081759639788505312 0.10236931942140842 -0.0051681392096100016 -0.038171066367829104 0.07354060712536245 -0.065899734514478767 -0.11281443468277506 -0.086656826683699201 0.037494419640475778 0.018213849603092854 -0.027230457727777393 -0.082113866392938273 0.086671524547661222 0.0027000187660208277 0.038263660182593834 -0.0023672892079563482 0.013898077457150208 0.0066784621454793096 -0.10261861352949818 -0.032652937854567944 0.054428761657958118 -0.1060354827495377 0.037599386385107895 -0.075981700928305473 -0.0022342009265238277
leaf_weight=1.7237652757019142 2.5120608434543206 57.880297080130099 0.68204469652846356 0.42441812367178477 0.66698674866713503 0.05633918175108199 0.30052587389945973 1.0040445118966044 0.59880867833271612 0.40108653821516771 0.26785140391439188 0.18199011739488924 0.049028927018980539 0.3224647904280572 0.8416765343690934 0.7124640781094066 0.30209314835701651 0.16041200561448921 0.22748273571323796 0.8058820143342017 1.5679729994153606 0.49328371137380589 2.5814274976582965 0.14665089102345519 0.76280390075407911 0.40615338165662251 0.15212010339018922 0.28238309159678543 0.091852173388588088 1.9834173847458583
leaf_count=198 30 2735 17 18 31 37 9 42 4 11 10 6 9 16 29 41 47 4 26 26 37 17 30 27 32 29 9 28 24 455
internal_value=6.86644e-06 0.000432545 -0.00140585 -0.0163234 3.85369e-05 0.000204944 0.00737075 -0.00181706 -0.00124413 0.00689981 -0.00465066 -0.0702034 0.00339363 0.00336684 -0.000247727 -0.00157804 8.83011e-05 -0.00422092 -3.82028e-05 0.00515649 -0.00114461 0.0124893 -0.0025832 -0.0385822 -0.012279 0.0322003 6.22311e-05 -0.0067429 -0.000336354 0.0027302
internal_weight=78.5898 60.3924 18.1974 1.77345 1.0914 16.424 3.6145 12.8095 3.31398 2.71517 2.31408 0.287358 0.105368 2.04623 12.5221 11.6804 10.968 5.92784 5.62575 5.04014 4.23426 1.90348 5.46533 0.374134 2.33078 0.899437 5.0912 2.50977 2.35765 2.2658
internal_count=4034 2765 1269 66 49 1203 248 955 239 235 224 52 46 214 903 874 833 650 603 183 157 88 599 53 69 46 546 516 507 483
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 1 0 1 1 0 1 2 0 2 1 1 2 1 2 2 1 1 0 1 2 2 1 0 0
split_gain=0.00486701 0.0296417 0.0575996 0.0171886 0.0848066 0.071085 0.0565468 0.113466 0.225287 0.13449 0.0857145 0.0903261 0.0355574 0.175014 0.0289468 0.0182536 0.17618 0.0759049 0.0603772 0.030154 0.127253 0.349026 0.199655 0.130951 0.0634291 0.0416879 0.0973118 0.171382 0.0873894 0.434839
threshold=42.456897412850005 42.522337019050006 0.34566330350000002 41.919251152600005 42.006870117350005 0.4871261339500001 0.34641178410000012 0.48119816770000007 0.3459626957000001 0.34542378970000004 0.49485045360000007 0.39542229275000007 42.360359531950003 0.54228915300000013 41.898943182100005 0.34551360740000009 0.34560342505000002 41.535369675400013 0.34515433670000012 41.571132012400007 41.741384785950011 0.34608245260000009 0.3459626957000001 0.50465554925000011 0.4301667614500001 40.844669808050007 41.243661560350013 0.42290649980000011 0.48797940185000005 0.50922128080000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 5 -5 7 8 9 -6 -8 -12 13 -13 15 17 -17 -1 -19 25 21 -21 -22 -23 -25 -18 27 -27 -28 -30
right_child=1 -3 -4 4 6 -7 10 -9 -10 -11 11 12 -14 -15 -16 16 19 18 -20 20 22 23 -24 24 -26 26 28 -29 29 -31
leaf_value=0.00020711667752972425 0.064779785192106712 0.00078042300187709226 -0.0036409644729169864 -0.010052181923036226 -0.10430489364388285 -0.065046849380741067 0.033343219539919124 -0.029269828136685019 0.10383415169069904 0.023009848388093113 -0.030907436761828888 0.085903524877096848 -0.0045699920859474802 -0.0034495167250613726 0.019232257361178791 -0.041295016181844758 -0.0013808947770039231 0.0036271234566471119 0.038003043548760163 -0.16736815356236912 0.04065529543827763 0.099864075697555024 -0.021221404392196951 -0.10270305726756977 0.028499921645944976 0.038634259276136083 0.0078343427667868747 -0.0059372878780340642 -0.089401504499804926 0.018911942297218823
leaf_weight=16.752027882665931 0.21387736285101056 16.09527185041928 0.28969489290079764 0.57660795731395253 0.13472673979115501 0.39676831068481988 0.91071794758136126 1.4244632413610814 0.21648241998627782 0.21599051899829647 0.78019080219382919 0.30396589101292215 1.0110607063157884 0.78613080699938109 0.78635787933887868 1.074873438803478 23.77931783557278 1.0336271370456409 1.0103698140010235 0.17815891979262177 0.77454014495015178 0.10618398478254676 1.5959676702953656 0.084245459955127444 0.065491169288748097 1.996590078386361 2.7101078270061407 1.519001147531412 0.59343801671639063 0.98729226349544774
leaf_count=501 11 1503 31 31 43 39 9 18 3 15 36 12 16 54 15 25 1287 33 12 3 4 24 50 13 36 48 18 65 12 67
internal_value=7.57358e-06 0.00152789 0.0254187 -0.000400738 -0.00516064 -0.0324691 -0.000564735 -0.0142084 0.0236169 -0.0258976 0.00660115 -0.00185131 0.00893766 0.021466 0.000183541 -9.25145e-05 -0.00142776 0.00242689 0.0206195 -0.000181705 -0.0101189 -0.0598967 -0.0010038 0.0149194 -0.0453181 0.000700651 0.00704129 0.019376 -0.00306484 -0.0217511
internal_weight=78.4035 16.5988 0.503572 61.8047 6.75711 0.973376 5.78373 1.99166 0.5672 0.350717 3.79207 2.88135 2.10116 1.0901 55.0476 54.2612 35.4652 18.796 2.044 34.3903 2.80459 0.43408 2.37051 0.255921 0.149737 31.5857 7.80643 3.51559 4.29084 1.58073
internal_count=4034 1545 42 2489 276 70 206 79 61 58 127 118 82 66 2213 2198 1652 546 45 1627 130 76 54 73 49 1497 210 113 97 79
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 0 2 2 1 2 2 2 1 0 1 0 0 0 0 1 1 1 1 2 0 2 0 2 1
split_gain=0.00521403 0.0413933 0.0284367 0.0248071 0.118523 0.0885948 0.0693131 0.0646412 0.0326017 0.0173781 0.0911988 0.0920933 0.0996709 0.0658708 0.0705672 0.0280658 0.0544063 0.0161059 0.0274123 0.0546963 0.0254861 0.0226745 0.01569 0.0848649 0.0383343 0.0508477 0.0254038 0.0612984 0.026643 0.0128374
threshold=0.44805544745000009 0.55609113500000007 0.55832160710000012 0.56341127510000011 0.5654770815500002 0.43837010870000009 0.57537199485000012 40.94178426300001 41.674196414850009 0.42473279245000012 43.077238082650005 42.066503896600004 41.646178195200001 0.4317685099500001 0.54386096225000014 0.42114008565000011 0.55074698365000019 0.54646567465000018 0.54300769440000007 0.5398790455000001 0.41853537320000006 0.41615520495000008 0.46280051495000007 0.46476153410000004 38.903925214650009 0.5681267027500001 38.804080188450008 0.56719858685000013 39.458743938000005 0.48459626955000007
decision_type=2 2 2 2 2 2 2 2 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 9 -5 8 -7 -8 -6 15 11 12 13 14 -11 17 -17 18 19 21 -20 -1 26 -24 -25 -26 -4 -28 -29 -27
right_child=1 2 22 4 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 20 -21 -22 -23 23 24 25 29 27 28 -30 -31
leaf_value=2.2709870262698377e-05 -0.064446535874769714 0.040500363941950196 0.019680977404203649 -0.10513178028581789 0.058861738164202794 -0.104432921266643 0.099642431953028132 -0.10068050674005054 0.00042603378216741296 0.0031336833135283508 0.08227149321920435 -0.066172674114620009 0.086926013143201739 0.023979022592497245 -0.10260374394125725 -0.031273366211182353 0.0073237914167681023 -0.014825637815154561 0.0011673666000265321 -0.015683856281511265 0.021774174870666751 0.010248481193729255 0.097460517680077408 -0.10247556512934688 0.08719915160996837 -0.10099542694380903 -0.026235255101477103 0.022767155299148269 -0.00020313987515240906 0.023389807465708123
leaf_weight=62.526972183994999 0.088817528325469186 0.20924231864182719 0.64855737407725289 0.12990518680544383 0.18136037911312997 0.11376950580341827 0.042134258277883418 0.026078109272759775 0.20160405054491548 0.15001705593931347 0.15986350400082561 0.16961629021079716 0.15506292833015323 0.38190093505181721 0.10895951837733264 0.80966704556340008 0.66529090294716298 0.71798359907250997 1.2977590972332103 2.192082320314511 1.1165637830272315 2.2463305017487576 0.099976171635716926 0.042926785769791032 0.044685072702122852 0.029980972084928226 0.80137697110251371 0.65497096819672185 2.2045691641812937 0.011472388211885232
leaf_count=2352 19 9 53 22 42 38 24 28 35 15 85 15 8 33 49 24 20 88 31 37 18 22 10 241 6 84 39 17 135 435
internal_value=1.12742e-05 0.00319151 0.00445683 -0.000198303 -0.0190034 0.000801135 -0.0566456 0.0230574 0.0280994 -1.85624e-05 0.0123112 0.000728182 0.0149849 -0.00242158 -0.0413533 -0.000212438 -0.0138638 7.48071e-05 0.000229006 -0.000148418 0.0106975 0.000377338 0.00279509 0.0282992 -0.0252744 0.0131985 0.0014396 -0.00179199 0.00505815 -0.0665713
internal_weight=78.2295 4.83658 4.74776 73.3929 0.694851 0.564946 0.181982 0.0682124 0.382964 72.6981 1.12542 0.965557 0.79594 0.640878 0.258977 71.5726 1.47496 70.0977 69.3797 66.9654 2.41432 64.7733 4.53852 0.229041 0.129065 0.0861384 4.30947 3.66092 2.85954 0.0414534
internal_count=4034 1048 1029 2986 189 167 90 52 77 2797 205 120 105 97 64 2592 44 2548 2460 2411 49 2374 1020 776 766 525 244 191 152 519
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 0 1 0 2 2 0 1 1 1 1 2 1 2 2 2 0 0 1 2 1 1 1 1 0 0
split_gain=0.00515666 0.055254 0.158825 0.146806 0.0503448 0.109199 0.0938464 0.0827612 0.0427663 0.0363849 0.0286434 0.0253153 0.0660308 0.0564866 0.028947 0.0245892 0.142717 0.0591621 0.0273444 0.108921 0.0340617 0.0287675 0.0451045 0.102152 0.0668672 0.043263 0.0891333 0.0689413 0.0582202 0.0946124
threshold=0.48447651265000008 0.48797940185000005 41.50623664750001 42.047301293400004 0.34623214870000002 0.48306936920000004 0.35471991855000007 0.48028502140000007 38.334060527150008 43.426640904350009 0.4784437592000001 0.34608245260000009 0.3459626957000001 0.34587287805000005 0.34584293880000011 39.458743938000005 0.34494476210000008 39.896141435400004 40.563919884450009 40.720231579350006 0.47883296910000012 0.48351845755000006 0.34560342505000002 41.741384785950011 0.34548366815000003 0.34542378970000004 0.3453938505000001 0.3453339720000001 0.4815274992000001 0.48028502140000007
decision_type=2 2 2 2 2 2 2 2 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 11 6 10 8 -8 -10 -6 12 13 14 15 16 -1 -17 20 -20 -19 22 24 -24 25 26 27 28 29 -21
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 17 -18 18 19 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011293329328547186 0.039511220036921327 -0.00019689110841606848 -0.03707873024849459 0.027914664878192171 0.018210371147084927 -0.078025892701621025 0.09051509325036633 -0.10706424813446776 -0.10627710990136528 0.029222666675674164 0.095804175675583858 0.01318883272144155 -0.028172065973829704 0.020598034399158589 -0.021779598636136807 -0.024571058181491273 0.077887635587102391 -0.0034028235448806637 -0.041464392179611842 -0.0016100354363947633 0.010621044365858935 -0.018966457440944554 -0.005135079077993019 0.033590454773442406 -0.022502443287337352 0.022051507785632411 -0.034789614678214661 0.021104438882892606 0.012551299032081492 -0.030718054151622504
leaf_weight=2.5819265161958262 1.3170226835645729 38.373164167737698 0.79748167085926958 0.61598748409238624 0.098042748117393219 0.26458961458411068 0.046657579123460913 0.10054455769950721 0.035102980954491159 0.04550970020773093 0.092419903492555022 1.3323096083695407 0.86307852748723135 1.2618606472769887 0.65464190719649096 1.062031846493485 0.26730553971472826 2.9535646802542059 0.68828015042299995 8.8226420310322293 4.1873231567442417 0.85585611825808783 1.5789964818395668 1.197954257648689 1.4776446750445291 0.82464222585258617 0.76187058870709812 1.4336012541534717 2.232166349887847 1.2784791905432928
leaf_count=210 37 2588 17 31 33 4 27 12 38 71 8 36 15 16 58 27 19 32 69 451 32 21 11 45 26 26 14 26 18 16
internal_value=1.02161e-05 0.00078113 0.0145258 -0.00875472 -0.000846222 -0.0277469 0.00405799 -0.0392522 0.0143198 -0.029781 0.0558619 -0.000340397 -0.000855638 -0.000164675 -0.000962012 -0.000538837 0.00833054 -0.00139971 -0.000529928 -0.00233624 0.00482059 -0.00102021 -0.000236886 0.0115708 -0.00218503 -0.000229643 -0.00149431 0.000348283 -0.00206438 -0.00529418
internal_weight=78.1027 41.1037 2.73049 1.41347 36.999 0.682867 0.418277 0.227815 0.12727 0.0806127 0.190463 36.3162 34.9839 34.1208 32.8589 32.2043 2.84923 29.3551 28.293 21.1521 7.14089 20.4639 19.608 2.77695 16.831 15.3534 14.5288 13.7669 12.3333 10.1011
internal_count=4034 2673 85 48 1361 193 189 148 136 109 41 1168 1132 1117 1101 1043 229 814 787 723 64 654 633 56 577 551 525 511 485 467
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 2 1 0 2 2 2 2 2 0 0 1 0 1 1 0 2 2 2 1 0 0 0 1 0
split_gain=0.00460173 0.0242551 0.0540061 0.0607318 0.0261518 0.0717289 0.0245789 0.0364635 0.076537 0.0738198 0.0534351 0.118965 0.0577049 0.0473598 0.0409514 0.202707 0.107807 0.105378 0.0446666 0.0722037 0.0703267 0.110284 0.0604524 0.0445951 0.0453593 0.0345598 0.0575051 0.0445123 0.0355248 0.120037
threshold=41.218101594450012 40.844669808050007 0.34515433670000012 41.092444989200011 0.50922128080000018 0.56294721715000018 40.633548727200008 0.39542229275000007 0.53544804050000006 36.728658719300007 40.316494640950005 40.206947806850003 40.137820134150012 40.467253020850002 0.51191581090000016 0.51675099550000014 0.37078231190000005 0.50339810185000011 0.39408999735000005 0.38976377950000002 0.5231430197000001 35.879804895950009 35.509685375550013 39.458743938000005 0.34554354660000003 0.54499865270000014 0.54646567465000018 0.54136103710000005 0.41714319930000004 0.55677973715000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 7 10 9 -9 11 12 14 -12 16 -16 17 23 19 22 -21 -22 -17 -1 -25 27 -27 -10 -28 -30
right_child=-2 2 3 -5 5 -7 -8 8 25 -11 13 -13 -14 -15 15 18 -18 -19 -20 20 21 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=0.0033634994113631864 -0.00078120086558212606 -0.014413758512650263 0.015773028576076511 0.036710639874254332 -0.018434718722443386 0.02269304735961589 -0.0079695214315118317 0.010241823404760311 -0.0013162788234537047 -0.10181984131050836 0.024093804924701357 -0.026859175246612188 0.026031521276888216 0.0034594940939159861 0.064304021433771674 -0.010398802237491815 -0.053884938618172278 0.041788780852190524 0.023656679541591473 0.0010592642538813694 -0.00056945628838579114 -0.066433596444233009 0.031750189309439632 -0.021341582113306612 0.00085625012334500806 0.057586152087245691 0.068539921302868081 -0.018694306465208029 -0.10306893535817906 0.0048617108434265387
leaf_weight=4.7417461600629291 37.692946113452088 0.93721029199320938 1.5209731356881095 0.81064386542311684 1.0679497161181641 0.70333298224250018 3.626424745487248 0.095120393735213749 4.7306239935132908 0.15388256535126743 2.0211843938595839 1.4555972735397507 1.0195569052593771 2.4736477310916598 0.57928829081356426 0.56203822637326106 0.39155084811500351 0.5584101555868991 0.76466363924555469 1.4366446686908605 0.51145533740054794 0.50546823056743051 0.86244262848049402 2.0287677869237091 1.6851947620956478 0.20321939790937937 0.078883986169558162 2.141023640000185 0.10745916831800206 2.5084825631376813
leaf_count=356 2202 28 21 39 18 41 126 20 41 78 32 24 14 39 17 11 37 14 12 34 5 38 38 39 23 9 19 38 58 563
internal_value=1.29645e-05 0.00075607 0.00724474 0.0121921 0.00615498 -0.00210389 -0.000171883 0.000722514 -0.0042637 -0.0590117 0.00303551 0.000485556 0.00302932 0.0127381 0.00142606 0.00852712 -0.00251643 -0.000285111 0.00156763 -0.00278783 -0.0131847 -0.0333076 0.01512 -0.00306365 -0.0112694 -0.00286832 0.00629015 -0.00673081 0.00242187 0.000428073
internal_weight=77.9758 40.2829 5.04011 4.1029 3.29226 1.77128 35.2428 31.6164 10.0187 0.249003 21.5977 17.1028 15.6472 4.49483 14.6277 5.222 9.40567 9.01412 4.64271 3.87805 2.45357 1.01692 1.42448 8.45571 3.71396 9.76969 2.89805 6.87165 2.69483 2.61594
internal_count=4034 1832 147 119 80 59 1685 1559 826 98 733 662 638 71 624 155 469 432 138 126 77 43 49 418 62 728 649 79 640 621
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 2 1 1 0 0 1 2 0 1 2 2 1 2 2 0 2 1 0 2 2 0 2 1 0
split_gain=0.00464474 0.0548056 0.228642 0.0490859 0.205108 0.264479 0.212838 0.136715 0.068092 0.107299 0.0671803 0.271691 0.0439876 0.07568 0.0232799 0.228755 0.139173 0.07121 0.184512 0.0705299 0.0502224 0.0240287 0.0231712 0.0221318 0.210453 0.143733 0.0391075 0.211308 0.0203146 0.0194853
threshold=0.5223196910500002 0.52366695610000014 39.110279783550006 0.5054040298000001 40.137820134150012 39.577821550850011 42.558389508100007 0.38052752915000004 0.38976377950000002 0.51505942935000004 0.50339810185000011 0.37078231190000005 43.308802343500005 0.50889194935000015 0.35275889945000011 40.720231579350006 44.756878345700009 0.35651627195000007 38.625745710700009 36.364346611650006 0.49336846205000007 47.927946529500012 0.35862698720000002 0.52688542260000015 42.310579034350006 36.010074051050005 0.52812790035000023 41.919251152600005 0.36533337325000009 0.49053920540000012
decision_type=2 2 2 2 2 2 2 2 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 10 5 8 7 -6 9 -5 14 -12 -8 -14 20 17 -17 -16 19 28 29 22 -18 24 25 -3 27 -25 -19 -1
right_child=1 23 -4 4 6 -7 12 -9 -10 -11 11 -13 13 -15 15 16 21 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0002040449672958019 -0.022052746653522977 -0.0036101674640171104 0.056623690163004704 -0.039920260190828963 -0.091205988470466584 0.060356855136435586 0.042697320831610708 -0.025629244987341378 -0.050497044936216075 0.028801343667298304 0.086988449266248213 -0.028031547743347388 0.048339867492360508 -0.10295702780904187 0.046721191448322291 -0.096101728264949005 0.10030269136442577 0.0054166371505377916 -0.061064106924925005 0.033838013895074376 0.017861915474424082 0.09411923038870923 -0.10023684999698207 0.076497189057299658 0.072294352432056549 -0.086982304604932115 0.00010997919482929096 -0.10557286406013666 -0.024255459042834149 -0.010421512378557589
leaf_weight=41.7454168634967 0.69475852106188429 0.5277651429350978 0.78868821014839341 0.40244446764699915 0.62414123211055972 0.68865148932673026 0.31515446682151815 0.64798083645905535 0.40030646549303128 0.5217618253082037 0.40507721016183396 0.41654673998759506 0.067275734636496054 0.065008584465425789 0.32824477057333723 0.39712901587026461 0.0090984227135777473 0.56210484150294282 0.44012213345953899 0.77610871284329619 1.5894472897052754 0.048942981986328959 0.01571043816145945 0.27061816149944462 0.22478863977815777 0.33999474858160283 22.247982780764517 0.083385294168280666 0.39139346685942655 1.8002756129135367
leaf_count=1294 20 10 23 23 31 32 14 9 22 27 31 11 10 41 22 92 1 34 37 43 36 4 74 31 76 59 1814 71 17 25
internal_value=1.29737e-05 0.00113013 0.0197763 -0.00052118 -0.0115747 0.0100897 -0.0369382 -0.0578032 -0.0160456 -0.00112339 0.000322134 0.0286756 0.0223835 -0.0260121 -0.000162148 -0.0087397 -0.0726733 0.00331212 -0.00325497 0.0114554 0.000402057 0.0534808 -0.0266908 -3.72566e-05 -0.013938 -0.036276 0.000634684 0.0336107 -0.00676321 -0.000235239
internal_weight=77.8363 25.178 1.48345 52.6583 3.73273 2.01316 1.71956 1.27212 1.32451 0.924206 48.9256 0.821624 0.447439 0.132284 48.104 2.96885 0.470881 2.49797 2.16973 1.72961 45.1351 0.0737518 0.0248089 23.6945 1.09255 0.86776 22.602 0.354003 0.953498 43.5457
internal_count=4034 2104 43 1930 209 104 105 40 72 50 1721 42 65 51 1679 324 171 153 131 94 1355 79 75 2061 145 69 1916 102 51 1319
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 2 1 1 2 0 2 0 1 0 0 2 2 0 2 1 1 1 1 1 2 2 0 2 1
split_gain=0.00758384 0.0379783 0.0476251 0.0311128 0.0201975 0.0155922 0.0112766 0.0089556 0.010366 0.00724229 0.0357279 0.0128552 0.0065721 0.044854 0.0879051 0.0446715 0.13414 0.119209 0.0337975 0.0293078 0.0210203 0.0526597 0.0469536 0.0350971 0.11706 0.04898 0.323438 0.075327 0.123363 0.0283025
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.52453519355000011 0.36575252235000005 32.051492741500006 0.4349121284000001 0.43563066975000003 34.883496062400006 0.54562737640000014 35.171584490050009 0.48447651265000008 0.34623214870000002 0.48028502140000007 0.48797940185000005 41.50623664750001 42.047301293400004 0.47754558250000007 44.756878345700009 0.34608245260000009 0.3459626957000001 0.34587287805000005 0.34551360740000009 0.34560342505000002 41.741384785950011 41.965809985500009 0.4815274992000001 42.686561923500008 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1 -6 -9 10 -2 -11 13 20 18 16 -14 -18 19 -15 21 22 23 29 -25 -26 -27 28 -28 -13
right_child=9 2 3 4 7 -7 -8 8 -10 11 -12 12 15 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.10040852840106124 0.043029335459015446 0.10029055256400646 -0.10205750215069297 0.10035662884964527 -0.10039597133747009 -0.10370702793010128 0.020946329758222547 0.10023120718182732 -0.10018391665337079 -0.010330733646249977 -0.0049686482140029508 2.1618445987944592e-05 0.03695836626827436 -0.10047292282144607 -0.055106147171214828 0.00011413856099940735 -0.033119325627553917 0.025532916093613335 0.044120260662926625 0.033986547373840569 0.012016087438902338 -0.025198903538003043 0.018860696783512751 -0.03778420806935149 -0.0069992819997665018 0.10524729617261559 -0.041316624916021255 -0.033074697702720868 0.065428216777082715 0.016162899430028837
leaf_weight=0.011235860278040355 0.22559927926340684 0.043990539852529764 0.033738692291080952 0.01979840500280261 0.011397725584174623 0.052393770220533042 0.024040100157046496 0.0069595267996191978 0.0041018800499004193 1.1926700724557679 0.4961392784941534 24.923290897937303 1.2772211097180837 0.036106584832700572 0.40858021941814116 35.989203292679377 0.80164494772907324 0.61037535420925337 0.1745757756580133 0.02941866559558548 1.3229946254032245 0.86446752201300014 1.2442975820915751 1.0657164789271281 4.2066387226805091 0.30701506882905949 0.18677190683956701 0.63758310221601278 0.2575727996564865 1.1358004663961754
leaf_count=74 38 6 3 2 23 8 20 1 122 32 42 837 37 76 17 2329 17 31 23 56 36 15 16 33 26 3 19 55 25 12
internal_value=1.28154e-05 -0.0190721 0.0174835 -0.0304496 0.0267227 -0.0691028 -0.0177068 -0.0381879 0.0259117 6.40225e-05 0.0100344 -2.98324e-05 0.000132935 -0.000823694 -0.0268866 0.00104313 0.0134754 -0.00776567 0.0211346 -0.0401051 -0.000356045 -0.000826004 -0.000205666 -0.000930725 -0.00740851 -0.00162326 0.0146589 -0.0110471 0.02056 0.000725145
internal_weight=77.6013 0.207657 0.119987 0.0759962 0.0422575 0.0876697 0.035276 0.0224591 0.0110614 77.3937 0.721739 76.6719 75.4793 36.8008 0.648681 38.6784 2.68924 1.41202 0.240101 0.0655253 36.1521 34.8292 33.9647 32.7204 6.6613 5.59558 1.38894 1.08193 0.444345 26.0591
internal_count=4034 259 157 151 148 102 94 146 123 3775 80 3695 3663 1249 172 2414 85 48 155 132 1077 1041 1026 1010 161 128 102 99 44 849
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 2 2 0 2 1 1 0 0 0 2 1 1 1 0 0 0 2 2 2 0 0 0 2 2
split_gain=0.0058358 0.0628452 0.0388688 0.0546736 0.0392676 0.0233205 0.0440936 0.0535584 0.121775 0.0240793 0.0867434 0.020765 0.138307 0.0774489 0.0938968 0.0416438 0.0335051 0.0231448 0.0228371 0.0564068 0.036574 0.0554423 0.124215 0.0514488 0.155914 0.153236 0.0623963 0.0611838 0.0284935 0.025864
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.50410167360000013 0.39591628995000006 40.137820134150012 40.206947806850003 40.316494640950005 0.48386275860000011 40.467253020850002 0.39591628995000006 0.34674111555000003 0.4871261339500001 0.4784437592000001 0.47700667645000011 38.969453495950006 0.35651627195000007 0.36359689830000008 0.37078231190000005 0.51191581090000016 0.51675099550000014 0.5223196910500002 38.179089776100007 39.110279783550006 39.458743938000005 0.52284362740000012 0.52688542260000015 0.56341127510000011 39.664548207900005 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 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 11 -4 -5 -3 -7 8 -8 10 -9 13 16 14 15 -1 -13 -14 29 -20 -21 22 -22 25 26 -23 -25 -28 -26 -19
right_child=1 5 3 4 -6 6 7 9 -10 -11 -12 12 17 -15 -16 -17 -18 18 19 20 21 23 -24 24 28 -27 27 -29 -30 -31
leaf_value=-0.0032177287468755679 0.016017533043594118 -0.012013263073360935 -0.038635313535785934 0.0214631058525592 -0.017961577084752513 0.020762523553115388 0.007940673819777349 0.022282591617012477 -0.047298437387426638 -0.00026632807967579518 -0.0085875499992415817 -0.040199769487204433 -0.027748059233761852 0.026702501496456726 -0.061382059733717811 0.036082725700734911 -0.11247208791716834 -0.0042966271613207501 -0.042257405639414068 0.037953865307919242 0.018985540644553756 -0.077078378183506643 -0.059859056184869398 0.10246107803114964 -0.021551070505990626 0.00034192824883455617 -0.0057942909611961805 0.079654609213727967 0.011081992187264194 0.020268606239270709
leaf_weight=1.7208464640950061 2.4969989526062468 1.6208366743773286 0.65404329402372141 0.42889238102361538 0.61475770652329231 1.0192950714333608 0.84165537729859241 1.9859513744249846 0.75895209827024246 49.325182278076078 1.6804851270229049 0.13499915634500803 0.30287484350264904 1.2522094867308622 0.25535153108648945 0.31971465761307616 0.12221850757974506 0.70523837437804004 0.33005275228242581 0.24461941877143445 0.3491939738196369 0.2655015280470242 0.46710389252984896 0.21490640938282002 0.5299036806275621 6.8916575348733309 0.18213674632715993 0.15519833980499698 0.54046242462936789 1.092646957375109
leaf_count=198 30 63 17 19 30 31 9 32 36 2535 29 25 36 24 10 16 27 17 25 15 23 6 26 5 39 623 21 23 3 41
internal_value=1.48004e-05 0.000488163 -0.00157588 -0.0159663 -0.00175984 -0.000189371 0.000155245 -0.000229515 -0.0182518 0.000314846 0.00813348 -5.6275e-05 -0.00196882 0.00669709 -0.00421403 0.00293986 -0.0745404 -0.00044768 0.000243177 -0.00159337 -0.000229519 -0.00120288 -0.0261311 0.00111482 0.017192 -0.00253005 0.0603476 0.0335183 -0.00507358 0.0106326
internal_weight=77.5039 59.7294 17.7745 1.69769 1.04365 57.2324 55.6115 54.5922 1.60061 52.9916 3.66644 16.0768 12.5287 3.54812 2.29591 2.04056 0.257218 12.2715 11.9686 10.1707 9.84068 9.59606 0.816298 8.77977 1.62261 7.15716 0.552241 0.337335 1.07037 1.79789
internal_count=4034 2765 1269 66 49 2735 2672 2641 45 2596 61 1203 955 248 224 214 52 903 867 809 784 769 49 720 91 629 49 44 42 58
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 0 0 0 1 2 0 1 1 0 1 0 0 0 1 1 0 2 0 2 2 2 0 2 2
split_gain=0.00575723 0.0456446 0.125875 0.0964365 0.034389 0.0825423 0.0917514 0.147101 0.0782942 0.0424279 0.0235919 0.0588294 0.021292 0.0400575 0.0319029 0.0251519 0.0825475 0.223211 0.170613 0.140747 0.198753 0.0805836 0.0728449 0.0649955 0.248014 0.235643 0.105519 0.097667 0.0665311 0.0959608
threshold=0.48447651265000008 0.48797940185000005 41.50623664750001 42.047301293400004 0.34623214870000002 0.34641178410000012 0.48386275860000011 0.48271009850000007 0.48028502140000007 0.35275889945000011 38.478081868400004 0.47817430615000006 0.34587287805000005 0.34641178410000012 0.49053920540000012 0.37977904855000005 0.51505942935000004 0.51401155655000019 0.52005927965000021 0.38976377950000002 0.39019789825000006 0.5231430197000001 40.984321400500008 0.5054040298000001 39.861052345600008 42.558389508100007 40.984321400500008 0.50339810185000011 38.478081868400004 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 7 8 9 -7 -11 -12 -3 -14 -15 23 17 -17 -18 22 -21 -22 -20 27 -25 26 -26 28 -16 -30
right_child=1 12 3 -5 5 6 -8 -9 -10 10 11 -13 13 14 15 16 18 -19 19 20 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00048567168217370237 0.036636196957274249 0.014963651328998628 -0.029623834756641168 0.023179779567877253 -0.082900903974150258 -0.10048321005951205 -0.1131015983799124 0.10229852198025667 -0.10609868567359144 0.089024041026944625 0.054602821762534962 -0.1060364851805469 -0.017567738734495981 0.016004277498617953 0.012039369971213298 -0.028832189025151028 -0.057408721539934204 0.10137952422872279 0.05540932447160906 -0.069080122070313929 0.028181509845358561 -0.0002490876342080216 0.0053426670933481319 0.010232250768292359 -0.054315378515747983 0.011736526124331906 -0.13711440994780766 0.033794559547525402 -0.031284000351954291 0.0023373098049851732
leaf_weight=36.07036967306356 1.2480528741143637 0.92147758416830683 0.80566696694586404 0.60604447600792355 0.17289892747066771 0.029214091509743412 0.064041533158160746 0.13188762962818146 0.084866854441067119 0.048127619323154125 0.073310667049049982 0.033086816081777215 1.3147267475724209 1.2340365318409059 1.5894052951562034 0.24820122146084855 0.50217472034834898 0.28034699782756434 0.70829469827004021 0.41180491715204226 1.0422104554465388 22.958178106530202 0.49278959604725969 1.1696483301348055 0.31418998580193136 0.31250553457175556 0.30171936393890064 0.7507123237592167 1.5363521460967606 1.897240238580707
leaf_count=1168 37 22 17 31 11 20 2 2 12 34 110 2 7 18 70 56 31 8 31 12 36 2038 27 27 26 34 16 38 65 26
internal_value=1.52528e-05 0.00083511 0.0134993 -0.00695536 -0.000892558 -0.0239169 -0.00196326 0.0158085 -0.0266588 0.0100335 0.0309275 0.00464823 -5.16307e-05 -0.000424932 0.000205508 -0.000359343 0.00110794 0.0402333 0.000316084 0.00144784 -0.000196421 0.000985503 0.0348676 -0.00532573 -0.0203996 -0.0589905 -0.0948767 0.000151831 -0.00487624 -0.0127065
internal_weight=77.3536 40.6458 2.65976 1.41171 36.7078 0.637434 0.464535 0.400494 0.268606 0.183739 0.154525 0.106397 37.986 37.0645 35.7498 34.5158 26.644 0.528548 26.1155 25.6133 24.4122 24.0004 1.20108 7.87177 2.09806 0.928415 0.615909 5.77371 5.023 3.43359
internal_count=4034 2673 85 48 1361 193 182 180 178 166 146 112 2588 2566 2559 2541 2239 64 2175 2144 2086 2074 58 302 103 76 42 199 161 91
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 2 2 0 1 2 0 1 0 2 0 0 2 2 1 1 1 1 1 2 1 2 1 1 1
split_gain=0.00685342 0.0517227 0.0310339 0.044293 0.0311889 0.0211876 0.0345298 0.0449637 0.0988034 0.0194314 0.0430317 0.0630998 0.0408896 0.0976691 0.181187 0.046658 0.0256617 0.0387471 0.0185761 0.0705846 0.0173242 0.223662 0.247429 0.177518 0.449257 0.169526 0.255715 0.0695343 0.244084 0.109752
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.50410167360000013 0.39591628995000006 40.137820134150012 40.206947806850003 40.316494640950005 0.48386275860000011 0.34311846950000008 37.999598532650005 0.46989611090000011 0.34524415440000006 0.48028502140000007 39.525197829750006 0.4784437592000001 0.46739618575000003 37.311503175250003 40.467253020850002 0.39591628995000006 0.37003383130000006 0.37286308795000006 0.37668033890000002 0.35862698720000002 41.605323437500005 0.36945001650000003 43.120094701700005 0.38370108680000009 0.38733870245000007 0.38780276035000005
decision_type=2 2 2 2 2 2 2 2 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 -3 -7 8 -8 10 11 16 15 14 -14 -11 17 -1 19 -9 23 -22 -23 -20 -25 26 -26 -24 -29 -30
right_child=1 5 3 4 -6 6 7 18 -10 12 -12 -13 13 -15 -16 -17 -18 -19 20 -21 21 22 27 24 25 -27 -28 28 29 -31
leaf_value=0.030225469819078688 0.014699048628096024 -0.011369463201164616 -0.035175841178567084 0.019219920393359586 -0.016089344835716789 0.018650030604623967 0.0070411326502680177 0.020266924874529964 -0.042801447529953268 0.002038734724600848 -0.043389845223113822 0.10203384522393599 0.03569505654293776 -0.0007750762181591344 -0.13166717736013581 0.030052405328387318 -0.1051868975211751 -0.10077137455996719 -0.00026466062817734202 -0.0076652258439721711 0.08119998771639407 -0.099360309096787794 0.03846604413209026 -0.16921776464174021 -0.11114112882539101 0.10083314661016318 0.063961001783732388 -0.11352466713093685 0.080441985402838798 0.001768023682494021
leaf_weight=0.099012827085432131 2.4690792758765374 1.6164822865989794 0.64631425589322944 0.41949938237667062 0.61973290642909973 1.0009348106544269 0.83720029331743606 1.94905239329455 0.75762597579955582 1.7393757352791976 0.30677838336669083 0.059992943693941925 0.11082642018562694 12.486420897768577 0.15537376671272796 0.90331413649255399 0.028083261102437973 0.02925005344877718 35.216478738505145 1.6883976563872805 0.35573179498168883 0.24190515247755584 0.52217271095560036 0.22050442096588341 0.18798931305035183 0.13023659936152399 0.1499083750396828 0.18266850341706131 0.18000252166530017 11.888499761957748
leaf_count=111 30 63 17 19 30 31 9 32 36 56 33 4 49 914 6 15 1 14 1047 29 18 26 35 10 26 7 81 17 5 1263
internal_value=1.64634e-05 0.000528557 -0.00171713 -0.0146202 -0.00183631 -8.39174e-05 0.000244728 -9.32476e-05 -0.0166367 -0.000350871 -0.0193047 0.0148492 0.00029316 -0.00205288 -0.0619897 0.0116143 -0.0186052 0.000351942 0.000405376 0.00730164 -0.000103691 0.0029689 0.000830693 -0.00124792 -0.0515309 0.00390296 -0.033457 0.00272814 0.00120491 0.00294145
internal_weight=77.1988 59.5949 17.604 1.68555 1.03923 57.1258 55.5093 54.5084 1.59483 15.9184 0.523117 0.216339 15.3953 12.7526 0.2662 2.64269 0.156346 0.128263 52.9135 3.63745 49.2761 13.371 13.0152 35.9051 0.688639 0.468134 0.337898 12.7733 12.2512 12.0685
internal_count=4034 2765 1269 66 49 2735 2672 2641 45 1203 163 130 1040 969 55 71 126 125 2596 61 2535 1364 1346 1171 124 114 107 1320 1285 1268
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 0 1 0 2 1 1 1 1 1 1 2 2 0 2 1 1 1 1 1 1 0 0 2 1 1
split_gain=0.00650544 0.0425379 0.114654 0.077816 0.0314802 0.0765257 0.0857641 0.0548922 0.0366655 0.0264807 0.0182422 0.0411219 0.0402389 0.0315935 0.103105 0.0437355 0.291268 0.0607645 0.103235 0.0238585 0.0171411 0.0323453 0.0269628 0.0567458 0.0303815 0.0742846 0.0586048 0.27275 0.050781 0.0285123
threshold=0.48447651265000008 0.48797940185000005 41.50623664750001 42.047301293400004 0.34623214870000002 0.48306936920000004 0.35471991855000007 0.48028502140000007 38.334060527150008 0.35807311160000005 0.34608245260000009 0.3459626957000001 0.34587287805000005 0.34551360740000009 0.34560342505000002 41.741384785950011 41.965809985500009 0.4815274992000001 42.686561923500008 0.34548366815000003 0.34587287805000005 0.34641178410000012 0.34674111555000003 0.34739977845000009 0.35275889945000011 0.49336846205000007 0.49949103320000005 38.478081868400004 0.36042334060000009 0.37668033890000002
decision_type=2 2 2 2 2 2 2 2 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 -6 8 -8 -10 11 12 13 19 -15 -16 -17 18 -18 -1 -3 -22 -23 -24 25 -25 27 -26 -28 -30
right_child=1 20 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 14 15 16 17 -19 -20 -21 21 22 23 24 26 -27 28 -29 29 -31
leaf_value=-0.00020465614062471633 0.035590617381921506 0.013553418421373415 -0.026495528916016659 0.020967634658304563 0.057286576186190367 -0.067069687464997252 0.08637525580177835 -0.10549078309152389 -0.10556761799815235 0.01648962132271781 0.010986659443614216 -0.022526141679322632 0.017301500811248993 -0.036001480593775094 -0.0069121494092737497 0.10473541361715522 -0.037441382119544793 -0.029279991671580782 0.061185440590247192 0.014693808156577032 -0.015636193689783442 0.021005294788016021 -0.026777823747780094 -0.0062670864809672685 0.021346892574090337 0.027594263024437873 0.042586024181025459 -0.11359040470877689 -0.008880905415972886 0.0009466986994696642
leaf_weight=24.832723945660202 1.2226999499835067 0.91471584793180838 0.80937257414916508 0.60261053015727839 0.16945347241662156 0.24217045563273132 0.036530802824413566 0.077285844985478747 0.031423970805917634 0.040921811237165429 1.3149085761197046 0.8663263974012797 1.2288962329957929 1.0525639800245006 4.2031018366105855 0.27935757860541333 0.18508316174666084 0.64551898511126637 0.24878770972526354 1.1235098572687992 1.3265245631337155 0.61610958725213905 0.77940888330340286 1.2765477987122715 0.39018699119333433 1.3155335939954964 0.28104994478053669 0.2431399052402945 3.3098471051348524 27.315741539542923
leaf_count=928 37 22 17 31 41 4 27 12 3 106 36 15 16 33 26 3 19 55 25 12 7 6 9 13 48 33 24 32 139 2255
internal_value=1.33563e-05 0.000888033 0.0131732 -0.00623905 -0.000952783 -0.0237126 0.00581316 -0.0410403 0.00470982 -0.0365269 -0.000574651 -0.00101318 -0.000461777 -0.00113199 -0.00730164 -0.00187028 0.0137261 -0.00982812 0.0191126 0.000440221 3.10421e-05 -0.000304582 0.000267868 -9.81017e-05 0.000511133 0.0109182 -0.000344165 -0.0304568 0.000272891 -0.000115415
internal_weight=76.9821 40.4035 2.63468 1.41198 36.5786 0.597786 0.355616 0.186162 0.108877 0.0723458 35.9808 34.6659 33.7995 32.5706 6.61441 5.56185 1.35875 1.07939 0.433871 25.9562 37.7688 36.8541 35.5276 34.9115 34.132 2.59208 31.54 0.633327 30.9066 30.6256
internal_count=4034 2673 85 48 1361 193 189 148 136 109 1168 1132 1117 1101 161 128 102 99 44 940 2588 2566 2559 2553 2544 46 2498 80 2418 2394
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 0 2 1 0 1 2 2 1 0 0 0 0 0 0 1 0 2 0 0 1 1 1 0 0
split_gain=0.00588898 0.0222194 0.0232399 0.0775402 0.0506336 0.0332742 0.0240022 0.0189063 0.0370444 0.0359178 0.0151031 0.0250283 0.0137714 0.0155931 0.0131297 0.0822301 0.0182037 0.0112018 0.00906418 0.00849734 0.0397557 0.0942059 0.123512 0.0212218 0.0157817 0.117598 0.0448434 0.0158712 0.10683 0.0655768
threshold=37.038444968100009 36.893814626400008 0.36359689830000008 0.50410167360000013 0.36533337325000009 35.509685375550013 0.51191581090000016 33.151194885250007 0.38906020780000011 0.5216909673500002 0.34398670700000006 35.171584490050009 33.151194885250007 0.31100865245000009 0.52863686715000002 0.53043322055000008 0.53928026105000015 0.53043322055000008 0.5681267027500001 0.48447651265000008 0.34494476210000008 0.48797940185000005 41.50623664750001 0.48351845755000006 0.49094338495000006 0.34674111555000003 0.34641178410000012 0.37668033890000002 0.5098649741000002 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 10 -6 8 -8 -9 11 12 13 -1 -11 -16 -17 -10 -19 23 -21 22 -22 -2 26 -26 -23 28 -27 -29
right_child=19 -3 4 -5 6 -7 7 9 17 14 -12 -13 -14 -15 15 16 -18 18 -20 20 21 24 -24 -25 25 27 -28 29 -30 -31
leaf_value=0.10019786274203189 -0.00032306670135058536 -0.032046697655164429 0.02263868454304024 -0.10910525356662321 -0.025439288165642188 0.079689807482148489 -0.075456374923210515 0.044837598168847755 0.10033517063444403 -0.01555975240936442 -0.089401842459901279 -0.10093422713780867 0.083099047474365847 -0.10036436838622041 0.084171654128164686 -0.043524428932526157 -0.00139095959857641 -0.10043370975124209 0.055810466320915998 -0.023704763082890587 0.056300510371345182 -0.016961654531861627 0.0043427111966408347 -0.011689045770864839 0.051970145260084005 0.00020703665520650585 0.0054963046215714267 0.038243068022761867 -0.049236343228097182 0.00076154678480582036
leaf_weight=0.0059596570208473301 34.701794051979448 0.25907172450268934 0.78247739828657392 0.08361935056746006 0.52476624168957675 0.048500591225739242 0.085278814804042091 0.16851280031914972 0.01861419016495347 0.60104442826809634 0.024913417786633807 0.01703414972871542 0.028857005869213026 0.011089746444685744 0.11215244482445985 0.11324598993905954 1.0849726454602433 0.0068622585786215504 0.0080904931426957205 0.62501113163307209 0.71067925775423546 1.7908734362572389 1.2843625596328818 1.7243639926891763 0.44997356832027691 4.3113084963188184 1.7657663856898578 0.47583450130878446 0.48628300354630472 24.540449890779502
leaf_count=1 1150 30 19 2 30 49 10 14 2 21 46 4 17 62 5 14 183 16 102 18 31 24 37 34 4 176 21 63 35 1814
internal_value=1.42672e-05 -0.00372891 -0.00175994 -0.0332895 0.000218277 0.0132045 -0.00622314 -0.00163696 -0.0404292 0.000579608 -0.0234994 0.00258642 0.0409991 -0.0302574 -0.00332223 0.00229091 -0.00537308 0.0485594 -0.0158946 0.000218981 0.00129865 0.00173498 0.0228513 -0.000861116 0.000489351 0.00122989 -0.00581194 0.000464075 -0.00480454 0.00147448
internal_weight=76.8518 3.98506 3.72599 0.219974 3.50602 0.136355 2.72354 2.19877 0.118846 2.07993 0.087854 0.0629406 0.0459064 0.0170494 1.91142 1.31037 1.19822 0.0335669 0.0149528 72.8667 36.4405 35.8155 1.99504 36.4262 33.8205 30.2638 3.55664 29.8139 4.79759 25.0163
internal_count=4034 627 597 181 416 179 397 367 130 237 130 84 80 63 223 202 197 120 118 3407 2223 2205 68 1184 2137 2092 45 2088 211 1877
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 1 1 2 0 1 0 0 2 2 1 2 2 1 1 2 1 2 0 2 2 2 2 0
split_gain=0.00578948 0.0478882 0.027508 0.0443638 0.0777135 0.0181355 0.13517 0.0835241 0.0329248 0.0326264 0.0924981 0.0184761 0.0194799 0.138153 0.123177 0.101471 0.0390705 0.0359633 0.0948137 0.0364862 0.0964549 0.0936022 0.0630212 0.036552 0.0349585 0.0336652 0.0174863 0.134392 0.0815249 0.0551782
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.37003383130000006 0.41804137600000008 0.34674111555000003 0.4871261339500001 0.34494476210000008 0.35651627195000007 39.051326806600009 0.47464147780000004 0.36359689830000008 0.54228915300000013 0.54386096225000014 39.458743938000005 39.420767558750008 0.42039160505000012 39.525197829750006 39.420767558750008 0.39072183470000005 0.39408999735000005 38.748048509250005 0.37473428940000003 35.171584490050009 0.54562737640000014 36.364346611650006 38.748048509250005 38.625745710700009 37.784765830350004 0.56719858685000013
decision_type=2 2 2 2 2 2 2 2 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 -5 7 8 9 -7 10 -1 -8 16 -14 15 24 17 18 19 21 -21 22 23 -13 -15 -24 27 28 -26 -28
right_child=1 -3 3 4 -6 6 11 -9 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20 20 -22 -23 25 -25 26 -27 29 -29 -30 -31
leaf_value=-0.0010107750980527022 0.014164780859541976 -0.00010467535861472958 0.0078543103596128393 -0.053256588173590053 0.00071741472058064277 -0.03777169671189895 -0.026125123594544497 0.039473247237768912 -0.11265592101041225 -0.016621079743591963 0.072187322958082639 -0.0053756258933368491 -0.10540255512292623 0.042595610185197141 -0.10584219439134879 0.093671686666293857 0.025672796017297973 0.021060761426166634 -0.043669588575916234 -0.048775543228592282 0.001097645792403701 0.039350715628378871 -0.00095577153513063447 0.023706450952231131 -0.0016293650927464557 -0.031140076158590414 -0.055956907321667249 0.10419664057137641 -0.10225942158229334 0.00034556905253732518
leaf_weight=1.7359212386436396 2.4534136024405475 56.824585977215861 0.60481228120624919 0.52914715663791845 0.53798139395748734 0.11171668237853793 0.27773199931834724 0.61643814390577789 0.12375508845938121 0.91986433265265066 0.19170126266544674 0.69929344986530528 0.13587409736646749 0.16417914109524767 0.11072526245452952 0.11501444043369691 0.66669669653492825 0.76764934818493191 0.50109013589099038 0.46997489057025665 2.2173941245807782 0.74787583400029678 0.78660760330967583 1.1313982822466639 1.6137460739580176 0.69684028439223766 0.2526238222781102 0.11690710439783192 0.084734451357883489 0.5597504954662611
leaf_count=189 30 2735 19 23 24 25 36 26 27 21 12 21 9 12 16 7 12 18 26 35 87 24 27 44 340 32 25 3 83 46
internal_value=1.42265e-05 0.000485913 -0.00158467 -0.0137829 -0.0260462 -0.000295128 -0.0020884 0.00609928 -0.077128 -0.00112568 0.00626875 -0.000630035 -3.19122e-05 -0.00676365 -0.00232233 0.00162071 0.00241246 0.000478389 -0.00170078 0.00141508 -0.00762432 0.00739541 0.000184308 0.0125976 -0.00217134 -0.0151347 -0.00496832 0.000488628 -0.00664964 -0.0171628
internal_weight=76.7654 59.278 17.4874 1.67194 1.06713 15.8155 12.3516 3.46392 0.235472 2.84749 1.92762 12.1161 11.8384 3.15355 3.01768 2.90696 8.68482 8.01812 7.25047 6.74938 2.68737 4.06202 3.31414 1.83069 2.79194 1.48345 2.62776 1.81539 1.69848 0.812374
internal_count=4034 2765 1269 66 47 1203 955 248 52 222 201 903 867 541 532 516 326 314 296 270 122 148 124 65 509 59 497 426 423 71
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 0 0 0 2 0 1 0 1 1 2 2 1 1 0 0 0 1 2 2 0 1 2 0 1
split_gain=0.00550105 0.0352499 0.0959992 0.0316077 0.0162151 0.138903 0.172861 0.0606597 0.101944 0.0345891 0.0309115 0.0998692 0.0485526 0.139254 0.0501884 0.0274985 0.0380961 0.0309581 0.0977854 0.0223532 0.0213941 0.0676478 0.0912886 0.0202701 0.0374194 0.0547015 0.0172466 0.225535 0.104875 0.0960158
threshold=0.48537468940000006 0.48797940185000005 41.50623664750001 0.48386275860000011 43.120094701700005 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 42.622319549950006 0.49094338495000006 0.34674111555000003 0.49649711085000009 0.35862698720000002 0.36491422415000008 43.680097826700013 48.86568841230001 0.3782970569500001 0.39162001140000008 0.55832160710000012 0.50278434775000014 0.5054040298000001 0.37003383130000006 43.933728833200007 47.709122305950011 0.54228915300000013 0.38552737940000009 40.137820134150012 0.52005927965000021 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 9 -7 -8 -9 10 -3 -12 -13 -14 -15 19 23 -18 -19 -6 -16 -22 -23 -17 -25 -26 27 28 -24 -28
right_child=1 4 -4 -5 15 6 7 8 -10 -11 11 12 13 14 20 16 17 18 -20 -21 21 22 26 24 25 -27 29 -29 -30 -31
leaf_value=-0.00046870602744616393 0.03715663606029266 -0.010850756952000508 -0.0040876203257451203 -0.022294085755308623 0.019966872473325587 -0.10975345910978851 0.044392663353399309 -0.10445773747079637 0.020364940604166864 0.028965099049357092 0.048253266515082834 -0.023021017451048127 0.048324224806644292 -0.02475459008084414 -0.016365839055789137 -0.0024704637706913276 0.10053447458676049 -0.10287443086161852 0.081420632649092134 -0.0035098266680233543 0.02619033416649863 -0.047539400017470673 0.044883270889106798 -0.09008337792593217 -0.063415302352461886 0.050465927986492902 0.032413900654008405 -0.050834232711922611 -0.013452923716362525 0.00014381468629508074
leaf_weight=36.063131881867605 0.95342722348868791 2.4664328810031284 1.3828681858160505 0.67598121782066201 1.5785227948508671 0.25863418768858437 0.15299181972659426 0.11702097588553073 0.14841058066758706 0.41493232410903047 0.43697316572070377 0.88156250317888663 0.60368529843981633 0.80965604721859818 0.73070389162649263 1.6310307581970849 0.059522987976379116 0.045910641536465846 0.077205518602422529 0.54580209208233998 1.0230952808633471 0.3982180657330926 0.67283200507518193 0.078785419481964936 0.084562254156480776 0.084154328380918741 0.96249452419579284 0.76607447365677206 0.56860905393841676 21.92862671646423
leaf_count=1346 33 41 37 30 45 10 9 26 32 13 4 31 31 32 43 50 4 7 249 46 30 7 38 338 15 36 43 31 11 1366
internal_value=1.24369e-05 0.000825986 0.0127439 -0.000870282 8.40093e-05 -0.000652496 -0.0454845 -0.0057589 -0.0346657 0.000276783 -9.23363e-05 0.00079862 9.19911e-05 0.000807827 -0.000221772 0.00595089 -0.00227786 0.041323 0.0126961 0.013935 0.000512523 0.000981106 -3.84454e-05 -0.00651693 -0.0331831 -0.00661236 0.000721264 -0.00816599 0.0181639 0.00150066
internal_weight=76.6019 39.8627 2.3363 36.7391 37.5265 33.341 0.677058 0.418423 0.265432 32.6639 32.249 29.7825 29.3456 28.464 27.8603 4.1855 2.06117 0.182639 0.123116 2.12432 27.0507 26.32 25.2969 1.87853 0.247502 0.168717 24.8986 2.00752 1.24144 22.8911
internal_count=4034 2658 70 1376 2588 1798 77 67 58 1721 1708 1667 1663 1632 1601 790 699 260 256 91 1569 1526 1496 439 389 51 1489 80 49 1409
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 2 0 1 0 2 0 0 1 2 2 2 2 0 2 2 1 1 2 2 0 0 1 1 2
split_gain=0.00523356 0.0369232 0.0245599 0.0437044 0.0288254 0.0166783 0.0341779 0.0578805 0.0322065 0.0901167 0.165549 0.0380426 0.0226302 0.0349328 0.019751 0.0161235 0.0276944 0.0425541 0.0894624 0.0200421 0.0156945 0.0608405 0.0170054 0.058955 0.109435 0.081881 0.286962 0.141379 0.101402 0.0625261
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.50410167360000013 0.39591628995000006 0.34311846950000008 37.999598532650005 0.46989611090000011 0.34524415440000006 0.48028502140000007 39.525197829750006 0.4784437592000001 0.46739618575000003 0.33750486510000005 35.782584506850007 40.137820134150012 40.206947806850003 40.316494640950005 0.48386275860000011 40.040005255000004 40.467253020850002 0.39591628995000006 0.34518427590000006 42.233786329550007 43.047778594550003 0.47754558250000007 0.47700667645000011 0.34479506600000004 0.32388251845000005 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 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 -5 6 7 12 11 10 -10 -7 13 14 -1 19 -17 18 -18 -3 21 -19 23 25 29 26 28 -27 -22 -25
right_child=1 15 3 4 -6 8 -8 -9 9 -11 -12 -13 -14 -15 -16 16 17 20 -20 -21 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0016441140895127782 0.012544820354421244 0.0037134147389928443 -0.03378151935901956 0.020125214963325918 -0.014013031075198114 0.0018290831119841906 -0.039379565994924211 0.10184165357676844 0.036223272659649967 -0.00058999074380650812 -0.12912713390840683 0.027392895070963621 -0.10465965696753173 0.074268945886216478 -0.10062197780069491 0.016883188994378445 0.0062865860938046891 0.018936990357115269 -0.041371576228615939 -0.018992123263634985 0.045516013535319325 -0.0070506435226499317 0.0010095316153028622 0.013174969990161649 -0.0017333154472501313 0.0049356567748104815 0.037806652362003333 -0.028292471870719843 -0.10695927764176272 0.067727828250463182
leaf_weight=0.046483136670853464 2.4244493801252238 0.64871339942499051 0.63181397970765729 0.41175217460840918 0.61942856649633171 1.7343170003088482 0.30286072413059628 0.054448499904538039 0.10275362671880017 12.321435220984325 0.1474235364003107 0.87624310783576209 0.02548346109688282 0.040743335030128947 0.031808913526589322 0.9810659246504646 0.83337259665131458 1.9244504793277877 0.74688798425711411 0.97013799333443984 0.054233766853048482 1.6937196083159731 36.907382684905329 0.47403620103341548 4.5144794498063092 2.1258637920254841 1.0080426624044774 3.2199791032762732 0.22278896779397428 0.37734548628338871
leaf_count=68 30 33 17 19 30 56 33 4 49 914 6 15 1 16 41 31 9 32 36 30 56 29 2024 52 213 30 12 41 89 18
internal_value=1.16028e-05 0.000459689 -0.00151569 -0.0130711 -0.000381573 -0.00029046 -0.0182269 0.0139709 0.000302408 -0.00179642 -0.0612138 0.0104097 -0.0191351 -0.000825701 -0.0399051 -5.70398e-05 0.000232042 -6.99002e-05 -0.0162384 -0.00989346 0.000416567 0.00677179 -5.36233e-05 -0.00332436 0.00446847 -0.00963047 0.0130343 -0.0150788 -0.0771086 0.0373536
internal_weight=76.4739 59.1269 17.347 1.66299 1.03118 15.684 0.501828 0.198967 15.1822 12.5716 0.250177 2.61056 0.144519 0.119035 0.0782921 56.7025 55.0836 54.1026 1.58026 1.61885 52.5223 3.61817 48.9042 11.9968 5.36586 6.63091 1.28507 5.34584 0.277023 0.851382
internal_count=4034 2765 1269 66 49 1203 163 130 1040 969 55 71 126 125 109 2735 2672 2641 45 63 2596 61 2535 511 283 228 157 71 145 70
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 1 0 0 0 1 2 0 0 2 1 1 1 1 1 2 0 2 2 2 1 1 0 2 2 0
split_gain=0.00561739 0.0350001 0.0861346 0.112897 0.0248967 0.0664339 0.0765406 0.132941 0.0591105 0.0355351 0.0195945 0.0455179 0.0197123 0.0159073 0.0151511 0.0323814 0.0335064 0.0284801 0.0916584 0.0379905 0.176996 0.149629 0.098791 0.17709 0.0205959 0.0795808 0.118895 0.0338346 0.0727123 0.0668023
threshold=0.48447651265000008 0.34494476210000008 0.48797940185000005 41.50623664750001 0.34623214870000002 0.34641178410000012 0.48386275860000011 0.48271009850000007 0.48028502140000007 0.35275889945000011 38.478081868400004 0.47817430615000006 0.46495613905000005 50.205949521800008 0.34608245260000009 0.3459626957000001 0.34587287805000005 0.34551360740000009 0.34560342505000002 41.741384785950011 0.48271009850000007 42.094663496250007 42.67709657435001 42.824128352900011 0.34515433670000012 0.34494476210000008 0.47961138885000004 42.47354681640001 42.899217095850013 0.48098859315000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 14 -6 7 8 9 -7 -11 12 13 -12 15 16 17 24 -19 -20 21 -21 -23 -24 25 -1 -27 29 -29 -26
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 18 19 20 -22 22 23 -25 27 26 -28 28 -30 -31
leaf_value=0.0014283396832478724 -0.022860293659601932 0.054845061290627134 0.00012894514800312174 0.0042647812962369183 -0.074975578490124234 -0.10044229374154286 -0.11058450161283769 0.1021296896006923 -0.10476041264223246 0.084998154994694042 -0.1002120036469772 -0.10504042574292694 0.078501981264499171 0.10018655753417827 0.010014862358990378 -0.020047611128005127 0.015837538566266334 -0.03416642141173009 -0.0064873557827703964 0.10397229132124673 -0.026847981767918958 -0.053291164220596647 0.1015200717910255 -0.064628411273505534 0.012754741008943419 -0.0015433509631821889 -0.045004298185203143 -0.030940819389226756 0.0070428542976733845 -0.0063516234922519829
leaf_weight=12.537158417646628 0.61409535771235724 0.67251419508829613 37.40083209616914 1.2834535977391111 0.16559973324183408 0.026497212631937828 0.054156802012585104 0.12094054743647575 0.068982578445215381 0.039968115484951827 0.013416040841207177 0.028275001764995977 0.050074934111478342 0.0056204083375632754 1.306082228091326 0.86624340590787952 1.215024741904698 1.0415526177191612 4.2080694423057139 0.27766204252839066 0.60792413726449013 0.15732431728201846 0.1896881342981942 0.096931905522694706 5.7401552607442792 1.7182127593970506 0.99337636033305887 0.8140120767475304 1.3232417833442012 2.6863198839128017
leaf_count=633 18 31 2587 37 11 20 2 2 12 34 94 2 15 1 36 15 16 33 26 4 4 16 55 23 87 89 18 34 58 21
internal_value=1.10018e-05 0.000829153 0.00119879 0.0216556 -0.000888585 -0.0215585 0.000126133 0.017074 -0.0271062 0.00558663 0.0260408 0.00184424 0.0455731 -0.0410454 -0.000557249 -0.000957797 -0.000465739 -0.00107728 -0.00695061 -0.00183166 0.012904 0.0463934 0.010381 0.0453304 0.000419728 -0.00193135 -0.017465 0.00381351 -0.00742392 0.00666372
internal_weight=76.3234 39.9709 39.3568 1.95597 36.3525 0.573531 0.407932 0.353775 0.232834 0.163852 0.137355 0.0973864 0.0691114 0.0190364 35.779 34.4729 33.6067 32.3916 6.57915 5.5376 1.32953 0.721606 0.443944 0.28662 25.8125 15.2487 2.71159 10.5637 2.13725 8.42648
internal_count=4034 2673 2655 68 1361 193 182 180 178 166 146 112 110 95 1168 1132 1117 1101 161 128 102 98 94 78 940 740 107 200 92 108
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 2 1 1 2 2 1 2 2 2 1 0 0 2 1 2 2 0 0 0 2 2 2 2 0
split_gain=0.00610698 0.0520206 0.0416283 0.0252771 0.0761482 0.275961 0.0412444 0.0377086 0.0464103 0.0347935 0.0520854 0.0226661 0.0301893 0.279167 0.136772 0.0991843 0.0635234 0.0488136 0.0309129 0.106343 0.050505 0.0630439 0.103034 0.0402196 0.0403255 0.139628 0.0359323 0.0719293 0.0283943 0.122514
threshold=0.4815274992000001 0.48119816770000007 0.34467530910000005 0.48068920095000006 0.34584293880000011 0.47997065955000012 41.942745071500006 0.34566330350000002 0.34551360740000009 40.280372415600006 38.478081868400004 0.34536391125000004 41.806790701050012 41.872294782850005 42.686561923500008 0.34398670700000006 0.47976108500000009 0.47943175355000006 39.861052345600008 0.34479506600000004 40.377444152000002 40.984321400500008 0.4778150355000001 0.4778150355000001 0.47769527860000011 41.481306584950012 39.577821550850011 39.011793722550003 44.952171034750002 0.47676716265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 6 9 8 11 10 -6 12 16 -14 15 -15 18 28 19 26 -20 22 -22 24 25 -23 27 -1 29 -16
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 13 14 17 -17 -18 -19 20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037922717047985245 0.018660454557140046 -0.019820849903178023 0.00019120155640847154 0.008801905361912981 0.072038558879914574 -0.12608006879289108 -0.018908110196745074 0.02126524870533995 -0.018709598523703883 0.088301195022253254 -0.10403042135169936 0.011514694119370728 0.093834561152349824 0.045420552001921251 0.024883986717000935 -0.10324634354162657 -0.027353363373128686 0.025392968368910251 -0.019078244795607057 0.063907520318427433 0.0020397944394457031 -0.053762454805678976 0.061120030787421169 -0.017650170376352182 0.013934731848031942 0.013806216850173553 0.036742151511771542 -0.049980416214275222 0.0010517762186348417 -0.10445659798327123
leaf_weight=1.8519062836691413 1.251117967069155 1.424355047289281 49.646894622091146 2.7870948599302201 0.03949476451756595 0.21562325094419066 0.14855470452722486 0.77609452350304664 1.4069630594475473 0.10708647340118205 0.029241189999311246 1.5981313028423745 0.33396343555864305 0.057398004177279804 0.16916469288251823 0.20570140711788554 1.040593891404568 0.82254714705049981 1.848383891094272 0.30010761215259307 1.1476946930308143 0.48003542338733496 0.39739586686482642 1.8187767637427894 1.3320958241820335 0.84274696311990738 0.2485106480307876 0.28736141318222497 3.4397338957969623 0.12914384625037201
leaf_count=175 12 16 2815 40 40 7 134 35 28 41 7 46 10 49 137 44 14 7 25 38 79 32 8 16 6 27 10 14 100 22
internal_value=1.41325e-05 -0.00125613 0.000645192 -0.000147954 -0.00133157 -0.0383993 0.0198847 -0.000356791 -0.00120609 0.0526613 -0.00286353 0.000135868 -0.000949584 0.0054154 -0.000706215 -0.070813 -0.00378069 0.00333823 -0.00145671 0.00780183 -0.00461999 -0.000179796 0.0172352 -0.0061945 0.00165343 -0.0107143 0.000750197 -0.00343085 -0.00151486 -0.0311102
internal_weight=76.1839 25.2859 50.898 23.8615 21.0745 0.54 0.324377 20.5345 19.7584 0.175822 0.068736 18.3514 16.7533 5.15765 4.82369 0.263099 11.5956 4.56059 10.555 2.68789 7.86713 6.01875 1.54509 4.47365 2.65488 1.32278 2.38778 2.13927 3.73804 0.298309
internal_count=4034 1207 2827 1191 1151 229 222 922 887 88 47 859 813 369 359 93 444 266 430 237 193 168 87 81 65 59 199 189 259 159
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 1 2 2 0 2 1 2 0 0 0 2 2 0 0 0 0 1 0 0 1 1 0 0
split_gain=0.0053492 0.0440164 0.0217519 0.0984038 0.206272 0.257152 0.11028 0.156894 0.0250663 0.017674 0.0409672 0.032504 0.0222502 0.0888646 0.052471 0.0204393 0.030589 0.0186707 0.0454949 0.0257283 0.0128386 0.0326485 0.0735463 0.0540861 0.0432999 0.0855997 0.0586653 0.0233607 0.0937233 0.0306204
threshold=39.896141435400004 40.003678352300007 39.420767558750008 0.34524415440000006 0.50410167360000013 0.51857728810000003 0.40099098830000007 0.39045238170000002 39.256147742250008 39.011793722550003 0.5231430197000001 38.903925214650009 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46739618575000003 0.42018203045000008 38.748048509250005 38.478081868400004 0.5398790455000001 0.54429508100000012 0.52770875125000016 0.5231430197000001 0.3975479776000001 0.52005927965000021 0.50706565670000014 0.36575252235000005 0.40509266190000009 0.56294721715000018 0.56395018115000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 -5 -6 7 -7 9 11 -11 12 13 14 15 16 -1 18 20 -20 21 22 24 -23 25 26 -14 -22 -29 -30
right_child=1 -3 3 4 5 6 -8 -9 -10 10 -12 -13 17 -15 -16 -17 -18 -19 19 -21 27 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10054178523724336 0.013612052028505746 -0.00010155403168398056 0.02646830584989527 -0.065867817624266564 0.074405013670833214 -0.096003089918213713 0.0024225364862840667 -0.0081403905981791112 0.017726589212807752 -0.028429986727220115 0.0045399319709196646 0.028627358101348178 0.0002679256641477802 -0.10390655035809677 0.10165471793285269 -0.10421859511826344 0.025715574662957565 0.015083999258208343 -0.05481693081345769 -0.0067860934334149393 0.0023776480048221804 0.037845420068703298 -0.031161901716965448 0.0034488234256202254 0.033492628869367422 -0.037143646381983211 0.038748632776358975 -0.10203475013547214 0.0028388092185906242 -0.077861945056294846
leaf_weight=0.024428200436472092 2.4419902162935605 56.322585829201152 0.67470660666003768 0.64856297540973207 0.36973253195174072 0.34422382467892054 1.2902515538772901 0.49619392689783126 0.78266369378070599 0.70686749700325957 0.80730431466272989 0.40070201388670135 2.8469783366330876 0.1000349050971181 0.049100440948677715 0.023267019540071487 0.089470049491865211 0.79697045567039104 0.23465754697917951 0.21253478025761297 1.035748925060034 0.60517957102274555 0.7452466151714815 1.8688621986957512 0.41702838725541358 0.5451702617324371 0.4602273417104924 0.11916178141942158 0.51703805406577885 0.051720251014736096
leaf_count=92 30 2735 21 23 16 19 50 31 30 24 38 31 148 20 4 1 33 25 26 20 5 26 40 53 22 35 27 69 6 334
internal_value=1.36799e-05 0.000468321 -0.00153386 -0.00818878 -0.0156145 -0.00257964 -0.0159387 -0.0441278 0.000359408 -0.000714458 -0.0108516 0.000662962 -0.000380096 -0.0278837 0.0129447 -0.0188104 -0.00136333 0.000372956 -0.000840792 -0.0319896 0.000671251 0.00246226 -0.00217554 0.0118626 0.00288418 -0.000429255 0.00562286 -0.00710999 -0.0213948 -0.00449974
internal_weight=76.0286 58.7646 17.264 3.82367 3.14896 2.5004 2.13067 0.840418 13.4404 12.6577 1.51417 11.1435 10.7428 0.286301 0.186266 0.137165 0.113898 10.4565 9.65955 0.447192 9.21236 7.48869 5.01465 2.47404 4.2694 3.85238 3.30721 1.72367 0.68792 0.568758
internal_count=4034 2765 1269 160 139 116 100 50 1109 1079 62 1017 986 150 130 126 125 836 811 46 765 351 272 79 232 210 175 414 409 340
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 2 0 0 0 1 1 0 0 2 2 1 0 0 2 2 1 2 2 2 0 0 2 1
split_gain=0.00571157 0.0413254 0.0342894 0.0262119 0.0811802 0.091498 0.106069 0.0753609 0.118249 0.059403 0.0305565 0.0470728 0.0305412 0.0676961 0.0615756 0.0292193 0.0215914 0.0299219 0.0187319 0.150816 0.0499096 0.018031 0.161796 0.0770138 0.0371081 0.163453 0.0566353 0.0744337 0.0355355 0.0314882
threshold=0.4815274992000001 0.48119816770000007 0.34467530910000005 0.34515433670000012 42.141702038450013 41.535369675400013 0.34569324270000007 42.753078181500008 0.47754558250000007 0.47976108500000009 0.47943175355000006 0.34566330350000002 0.34566330350000002 0.47997065955000012 0.47883296910000012 43.426640904350009 43.525909308350002 0.34575312120000007 0.47754558250000007 0.47736594710000008 40.984321400500008 43.631818398850008 0.34739977845000009 43.680097826700013 42.686561923500008 42.940640897800002 0.50922128080000018 0.55832160710000012 48.86568841230001 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 5 12 -7 8 -6 18 11 -9 14 -14 -5 -13 -17 -18 19 -1 -20 24 -23 -24 -4 -26 29 -28 -25 -27
right_child=2 -3 21 4 7 6 -8 10 -10 -11 -12 15 13 -15 -16 16 17 -19 20 -21 -22 22 23 28 25 26 27 -29 -30 -31
leaf_value=-0.0010198236314745914 0.017082786437766444 -0.017711281244825364 0.00063335148403283095 -0.0024218522510321924 0.001638093297076973 0.010163829698217296 0.062255260261511507 -0.10205528222665308 -0.10494954318579766 -0.025902786014221708 -0.00065923316233683143 -0.10083032642232066 0.011716547580475929 -0.034594768328946139 0.017729995691753715 0.093181465590596063 0.098599643988288563 -0.044824653209929177 0.001690008153904615 0.078539257599398948 -0.021983203061754598 0.092675682911739513 0.09216093628789121 -0.0075839882679741167 -0.057807703537089333 0.0018363671651454941 0.048883913135381957 -0.0055977345590466172 0.040471631224738319 -0.021497336589617499
leaf_weight=6.8029295562652958 1.2345644459128369 1.4332893235841755 43.311675857559017 3.9213084704728107 0.20603967380463872 1.1424051470530683 0.59420910954258932 0.079074748890320623 0.21034175470776972 1.0781978894956399 1.6685269620502365 0.025320953635691978 0.62561392047238562 0.63704198357299902 2.4722325773909688 0.028484453257988207 0.019445150304818526 0.057734154537229188 2.4526707316399556 0.24691729992628086 1.3983037692742071 0.20933453831821935 0.087747529837543303 1.8347724885774361 0.59480020803753975 1.1874826946295804 0.45432672610149871 0.55968541472429933 0.1679637444731944 1.1274207179994844
leaf_count=636 12 16 1903 40 28 28 39 52 42 15 24 31 60 12 26 8 4 84 30 5 27 6 10 445 52 9 38 51 260 41
internal_value=1.09252e-05 -0.00122305 0.000620993 -0.000224508 0.00314467 0.00726422 0.0279877 -0.0137158 -0.0522064 -0.00351177 -0.00518447 -0.0411289 0.00256362 -0.0116487 0.0053704 -0.00434803 0.0187727 -0.00868923 -0.00129708 0.00176669 -0.00690583 0.000210716 0.00885722 0.000463897 -0.000210268 -0.00952251 -0.000895063 0.0188127 -0.0035537 -0.00952778
internal_weight=75.8699 25.1001 50.7698 23.6668 11.6878 9.39281 1.73661 2.29497 0.416381 11.979 1.87859 0.210059 7.6562 1.26266 6.39354 0.130985 0.105664 0.0771793 10.9008 7.04985 3.85097 49.5352 2.29982 2.09048 47.2354 3.92372 3.32892 1.01401 2.00274 2.3149
internal_count=4034 1207 2827 1191 478 205 67 273 70 713 203 179 138 72 66 127 96 88 698 641 57 2815 721 715 2094 191 139 89 705 50
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 2 2 0 2 0 1 0 1 1 1 1 0 1 2 0 1 2 2 1 2 0 2 0
split_gain=0.00480693 0.0671511 0.0364602 0.0179557 0.0103779 0.0713004 0.0684659 0.0757572 0.153583 0.112404 0.127217 0.101228 0.192233 0.0863103 0.0656037 0.124013 0.0568334 0.0544994 0.0495381 0.628985 0.0719251 0.127984 0.163887 0.107883 0.0471654 0.0469974 0.0445492 0.0422104 0.0421477 0.0982038
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.47943175355000006 41.257403903850005 40.844669808050007 41.872294782850005 41.481306584950012 41.535369675400013 0.48200652675000005 41.289992964000007 0.49094338495000006 0.36491422415000008 0.48306936920000004 0.42290649980000011 0.34560342505000002 0.34488488370000009 0.34509445825000007 0.49053920540000012 0.34739977845000009 42.047301293400004 0.51080805965000009 0.42039160505000012 42.066503896600004 42.198888176300009 0.4317685099500001 42.47354681640001 0.50922128080000018 42.779078631750004 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 9 -9 -6 -11 -10 -13 -12 15 -7 -8 -18 24 -20 21 -21 -23 -22 -19 -16 -26 -17 29 -28
right_child=2 -3 3 4 6 14 16 8 11 10 13 12 -14 -15 25 27 17 18 19 20 23 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=6.4060426114613897e-05 0.019515958100080319 -0.028668073992026435 -0.020735493832559973 -0.00054456409051928303 -0.027928350407377251 -0.00069618547441145336 -0.028835768079653868 -0.081982649610598049 -0.024739093045315463 -0.02014232014436353 0.046630545383409314 0.10210435867293373 -0.028770792324121303 0.003864826650957786 -0.02485506455706565 0.050801113411142268 0.024437265170985628 0.015861394060726581 -0.12622648707838843 0.089798681247137441 -0.05284830532676571 -0.10554079071466888 0.052737600334431034 0.0018239893328914035 -0.022987442540576237 0.010799163312653987 -0.0065879490114170774 0.020722645830535933 -0.001867005565363824 0.051671682251524659
leaf_weight=14.102462340139137 0.98240745649672945 0.86321440325264198 0.41102312674047325 27.636471317711347 1.1614796407520795 1.5716379298828536 0.59350765217095869 0.38413737819276184 1.6537747122347357 0.98930756236518425 0.89601530879735924 0.19948751293122757 0.25658599104838231 0.99706993696332802 0.6638519763946531 1.0420726151205597 1.0775296315550829 3.5108034219592827 0.40022545680403609 0.24812787724658747 0.37599729244720848 0.10758815507870167 0.1669047115929061 9.0046237810166243 0.686218991599162 0.83435996731816431 0.6187374031251236 0.84479535452555854 2.9150806953462336 0.54345726099563763
leaf_count=999 15 31 27 1291 11 30 7 24 19 13 6 4 84 64 8 24 9 20 11 8 10 19 37 1026 12 56 16 22 73 58
internal_value=1.21997e-05 -0.0015932 0.000407536 9.35703e-05 0.000237748 0.00143623 -0.00122052 -0.0101179 -0.023825 -0.00166424 0.00891906 -0.0132363 0.0284743 0.0241062 0.0124802 0.0200522 0.00165221 0.00257282 0.00130466 -0.00332284 0.00164414 0.0377497 -0.0093 -0.000367404 0.007067 -0.00499909 0.000585337 0.0373343 0.00455271 0.020655
internal_weight=75.739 14.9657 60.7733 59.7909 59.3798 32.5932 26.7867 6.53786 2.49399 4.04387 2.88239 2.10985 0.456074 1.89309 4.95672 3.45851 20.2488 19.6553 18.5778 10.3035 9.90324 0.522621 0.274493 9.38062 8.2743 1.49821 4.76349 1.88687 4.07728 1.16219
internal_count=4034 1030 3004 2989 2962 1431 1531 225 131 94 83 107 88 70 140 76 1306 1299 1290 1111 1100 64 56 1036 179 64 159 46 147 74
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 2 2 2 0 2 0 2 1 1 1 1 0 2 1 1 2 0 0 2 1 2 1 2 1 0
split_gain=0.00571752 0.0287811 0.0757194 0.106118 0.0202842 0.0138735 0.0546434 0.0766969 0.0437189 0.0317943 0.0351428 0.0273468 0.0295995 0.0414531 0.0483543 0.131111 0.0687283 0.027099 0.030287 0.086123 0.0155291 0.0339927 0.0475492 0.0625839 0.0129403 0.0419731 0.0615558 0.154495 0.0922451 0.0556503
threshold=0.48447651265000008 0.34494476210000008 0.48797940185000005 41.50623664750001 0.48351845755000006 43.182896969600009 42.67709657435001 42.940640897800002 0.50410167360000013 43.680097826700013 0.55832160710000012 42.622319549950006 0.34587287805000005 0.34739977845000009 0.35374689380000007 0.36359689830000008 0.49336846205000007 48.86568841230001 0.3782970569500001 0.39162001140000008 43.933728833200007 0.50706565670000014 0.54228915300000013 47.709122305950011 0.34608245260000009 41.919251152600005 0.34623214870000002 41.035283712600005 0.35471991855000007 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 24 6 11 8 -8 10 -7 12 -4 -14 16 -16 -15 20 -19 -20 -11 -22 -23 -24 -1 26 -26 28 -28 -27
right_child=1 2 5 -5 -6 9 7 -9 -10 17 -12 -13 13 14 15 -17 -18 18 19 -21 21 22 23 -25 25 29 27 -29 -30 -31
leaf_value=-0.00081607171417705866 -0.020772879300899896 0.05288854677708324 0.028823444490553532 0.0034733428648238531 -0.01158647193318366 0.029268134551767473 -0.10927970810239913 -0.007479767784447729 -0.030806285954443114 -0.0019361290553794206 -0.0027240413209124415 0.025989160246913397 -0.013790933173787295 -0.0049373059121607336 -0.058667445332794915 0.0005009756605496539 0.036598945066487178 0.10036145959431744 -0.10271211693412452 0.076509381332105997 0.080907659788081343 -0.10176394381830647 -0.1026125832379301 0.046919854383201107 0.012147935434699494 -0.005376424580740894 0.087661947512143262 -0.13019010164530873 -0.050456066298219408 0.083505247249765976
leaf_weight=32.46335415071993 0.60667401272803445 0.66357460781000455 0.3527600672095933 1.2593136381155714 1.6926477866945777 0.92319483483515952 0.12984042090829706 0.96948145766327798 0.15664519506124108 1.6351313648647194 0.54668523394502699 0.41059166008562797 2.126020576804879 0.73586620856076723 0.37966924911597999 27.547866651471402 0.86857008805964142 0.051659284574270603 0.043403391224273946 0.070144775568806494 0.024862914257213764 0.082447129279881404 0.042396525498531901 0.082364784643459643 1.100633476045916 0.12888038082420283 0.093372231591160815 0.11500745908415411 0.10029593065979769 0.15536250756122172
leaf_count=1102 18 31 19 37 34 38 7 49 39 50 35 13 17 9 38 1592 33 4 7 249 32 142 178 36 23 122 18 13 45 4
internal_value=1.44896e-05 0.000841018 0.00117636 0.0205262 -0.000901025 0.000175607 -0.000447335 -0.020913 -0.0663718 0.00616569 0.0173694 0.000345483 1.65598e-05 -0.000304431 0.000666469 -0.000303407 0.0175486 -0.00193709 0.0368826 0.00800259 -0.0053718 -0.0295789 -0.0428362 -0.00389442 -0.000371506 0.00815027 0.00108014 -0.0383839 0.0161341 0.0432048
internal_weight=75.5587 39.7092 39.1025 1.92289 35.8496 37.1796 33.6773 1.25597 0.286486 3.50229 1.46988 32.4213 32.0108 31.658 29.532 27.9275 1.60444 2.03241 0.165207 0.113548 1.8672 0.232071 0.207208 0.124761 34.1569 1.69355 1.40931 0.308676 0.193668 0.284243
internal_count=4034 2673 2655 68 1361 2587 1816 95 46 771 73 1721 1708 1689 1672 1630 42 698 260 256 438 388 356 214 1327 225 99 76 63 126
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 0 2 1 2 0 2 2 2 0 2 1 2 0 1 0 0 1 0 0 0 1 2 2 2
split_gain=0.00491004 0.0325362 0.026557 0.081532 0.0119506 0.16063 0.0481671 0.049627 0.0483918 0.0465258 0.0166889 0.156096 0.0367302 0.0386305 0.02298 0.0217193 0.0126616 0.11763 0.220249 0.0743475 0.147025 0.0941882 0.0411033 0.058729 0.0396042 0.0697165 0.0478141 0.194816 0.0826916 0.142638
threshold=0.48537468940000006 0.48386275860000011 0.48797940185000005 41.50623664750001 43.047778594550003 42.824128352900011 0.46898296455000005 43.272784938550004 0.34524415440000006 44.169240047700008 0.39672464895000009 48.96897326980001 48.778770352700008 43.631818398850008 0.46495613905000005 48.96897326980001 0.34515433670000012 41.770271989050009 0.47676716265000008 0.34494476210000008 0.47961138885000004 0.4815274992000001 0.34509445825000007 0.47464147780000004 0.48119816770000007 0.48068920095000006 0.34551360740000009 41.685324604100011 41.481306584950012 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 10 -8 -9 -10 15 12 13 -12 -15 -6 17 19 22 21 -21 -1 23 -19 25 26 -18 28 29 -28
right_child=2 -3 -4 -5 6 -7 7 8 9 -11 11 -13 -14 14 -16 -17 24 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0017980035183223289 0.034549717185000349 -0.022802787567007852 0.00014599484547131282 -0.0042528414337763103 -0.01197312510224614 0.040426447049415025 -0.0097970672027941734 -0.10234342312664922 -0.064414014803604897 0.024826140654638867 0.097684833868824705 -0.0059970544890341169 0.10251091496980254 -0.1004767838652358 0.098340406051621226 0.0082655645663080868 0.0059160789442819668 0.060490018407981919 -0.091458133018158888 0.00049824915215327824 -0.054100544553990396 0.027186777413434716 0.10252964589564775 -0.10258959627887779 -0.0044500541515390497 0.023867536784835691 0.021656510430073425 -0.08093577290198678 0.029056283994340376 -0.040995879657642731
leaf_weight=6.0901520384923051 0.90478956396691446 0.66147853480651875 37.102004017205324 1.3487005857730876 1.2472935166365173 0.96802225904226347 1.4322709993055012 0.12263365006947413 0.13212150217941598 0.10473194540372788 0.030263100510747765 1.0670934498775748 0.19330393709242344 0.026821303896667814 0.007422377595503348 0.92236731910088554 6.1892679597661848 0.062701238227391154 0.37743790714011993 1.5220728766109215 0.7296250159270129 1.3740848060697315 0.0727681964635849 0.034088314438122325 8.6085525369703024 1.6080447687127168 0.65978421769809947 0.3391240647381436 0.69310922746080894 0.80886337368519889
leaf_count=323 33 30 2588 37 90 48 52 21 29 27 18 16 4 102 2 18 106 62 24 72 11 12 1 7 124 22 51 57 23 24
internal_value=1.36884e-05 -0.000828822 0.000786196 0.0113266 -0.000418498 0.000350751 -0.00480404 -0.0181348 -0.0513541 -0.0249538 0.002031 0.0108744 0.0807065 0.0153666 -0.0573828 -0.00336924 -0.000979198 -0.00380701 -0.0489276 -0.00126678 -0.0171936 0.00353778 0.045746 0.00305501 0.000555792 0.00474032 0.00120098 -0.0104681 0.000586438 -0.0128495
internal_weight=75.441 36.0855 39.3555 2.25349 35.424 30.1377 5.28632 1.79176 0.359487 0.236853 3.49457 1.3249 0.257811 0.0645068 0.0342437 2.16966 29.1697 10.2629 0.546996 9.71593 2.2517 7.46424 0.169558 0.0967896 18.9067 10.2982 8.69015 2.50088 2.16176 1.46865
internal_count=4034 1376 2658 70 1346 967 379 129 77 56 250 142 126 122 104 108 919 512 94 418 83 335 70 69 407 283 261 155 98 75
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 1 1 1 1 2 1 1 2 2 0 1 2 1 0 2 0 1 2 0 1 0 0 1 2
split_gain=0.00462237 0.0403462 0.0368937 0.0379326 0.0260215 0.0200562 0.0164343 0.0163173 0.0160065 0.0289931 0.0106454 0.00929795 0.0240482 0.0444711 0.0560759 0.057528 0.014927 0.0835301 0.0462312 0.0725226 0.0664516 0.0719536 0.015766 0.0375353 0.0897982 0.0178717 0.0270343 0.0453384 0.0280326 0.0168188
threshold=0.45280081435000008 0.56065686655000013 0.56294721715000018 39.337369931850013 42.402981339000007 0.58415915690000009 0.4591329601000001 0.45368402140000008 0.46280051495000007 0.4662734648500001 42.536568606950006 0.44805544745000009 0.43691805635000008 40.00488309970001 40.94178426300001 0.56719858685000013 0.42780156285000009 42.310579034350006 0.43590012275000006 0.54386096225000014 40.80591513400001 0.56643513670000012 0.42114008565000011 38.400997490450003 0.54797760550000019 0.41988263825000011 0.5398790455000001 0.54228915300000013 0.41615520495000008 41.178189531300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 7 -5 -6 -7 -4 -9 -10 -8 12 16 -14 -15 -16 22 18 19 -18 21 -21 25 -24 -25 26 28 -28 -1 -29
right_child=1 2 3 4 5 6 10 8 9 -11 -12 -13 13 14 15 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=3.1981335239601149e-06 -0.10167945577270664 0.050306260908471283 0.0020896559189925315 -0.10198738918241271 -0.10050312089038219 -0.10119423456732053 0.081424499767566036 -0.1006319390436029 0.023236042324617422 -0.10231811217482067 -0.1000584497202975 0.0052985526630530584 -0.10218489080960276 0.047079028870585654 0.0051302312254478096 -0.082541250104874148 0.079656639779173755 -0.0762629053858499 0.071844204476755422 -0.10808302026615789 0.020994284307026066 0.040038375446438998 0.011690385876557154 -0.05480462973156941 0.00059879296929074219 0.011960815623852436 -0.029323216467210762 0.0012146296491916729 0.011355198315781346 -0.016094956843451361
leaf_weight=59.858474733614699 0.042435166508017708 0.11995115719764715 1.0145695960673036 0.067723342231339134 0.017182841785015057 0.0078101088788571351 0.028242935179150663 0.029838246826791592 0.05940819401985209 0.026639500302929608 0.0036498431397831146 3.314728467898731 0.060959866055099066 0.1198621210642159 0.16893555465804866 0.13438097867886256 0.12101171400104616 0.09176054179649884 0.16318444604985416 0.10370210929553991 0.27908997144550085 0.047964395624148892 0.59161569232992306 0.44941144459107796 0.838129549043515 1.2525140872203326 0.80228151803748859 2.4635054833308918 2.2573309263055981 0.72698689859305421
leaf_count=2352 19 10 5 250 96 10 8 54 16 257 248 75 49 15 25 61 14 76 12 57 16 15 14 28 30 28 20 64 22 88
internal_value=1.39438e-05 -0.00564258 -0.00267873 -0.00774271 -0.0601058 -0.0102451 0.0288173 -0.00197077 -0.0375194 -0.0156343 0.0606554 0.000122519 -0.000120737 -0.0223314 -0.0108283 -0.0337116 3.27746e-05 0.013557 0.0250849 0.0112559 -0.00795978 -0.0612398 -0.000124795 -0.00915929 -0.0187396 0.000127238 -9.69643e-05 -0.0080731 0.000415738 -0.00272954
internal_weight=75.2633 1.41745 1.37502 1.25506 0.124609 0.0568857 0.0397029 1.13046 0.115886 0.0860477 0.0318928 73.8458 70.5311 0.484139 0.423179 0.303317 70.047 0.806713 0.714953 0.551768 0.430756 0.151667 69.2403 1.87916 1.28754 67.3611 66.1086 3.99277 62.1158 3.19049
internal_count=4034 973 954 944 612 362 266 332 327 273 256 3061 2986 150 101 86 2836 190 114 102 88 72 2646 72 58 2574 2546 172 2374 152
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 1 2 0 2 2 2 2 0 1 0 2 1 2 2 2 2 1 2 0 0 0 2 2
split_gain=0.00438042 0.0334722 0.0225884 0.0422462 0.0701721 0.0152534 0.106048 0.067176 0.063928 0.0308914 0.0235548 0.0497719 0.0155422 0.029141 0.360966 0.234011 0.114337 0.232497 0.0767118 0.032314 0.0415325 0.0232731 0.0428231 0.0893185 0.0226222 0.0123002 0.0431329 0.0356399 0.0107277 0.0322318
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.37003383130000006 0.41804137600000008 0.34674111555000003 0.49094338495000006 0.34494476210000008 38.625745710700009 0.49830843385000007 39.051326806600009 38.179089776100007 39.525197829750006 38.969453495950006 0.5223196910500002 0.39072183470000005 0.56859076075000015 39.110279783550006 0.41988263825000011 38.748048509250005 38.478081868400004 38.244973486750006 37.828051409500013 0.38976377950000002 37.627645350900004 0.50086823750000009 0.51191581090000016 0.51675099550000014 40.137820134150012 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 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 -5 7 8 10 -7 -8 11 -1 13 19 -15 -16 17 -17 -19 20 21 22 24 -24 25 -11 -27 -28 -3 -30
right_child=1 28 3 4 -6 6 9 -9 -10 12 -12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.00056185564845381353 0.011956257617182322 -0.0081056128154430637 0.0091811238847977848 -0.05124751128442781 0.00059451665100364564 -0.018858578403395172 0.039348176269643813 0.037160318735505453 -0.10702389264159312 0.0081519278939544328 -0.013784614588078474 0.047560638881898432 0.012603306335632978 -0.10078886213303483 0.056356798726492879 -0.12864043055639726 0.0085728047456844758 0.061535779236144485 -0.037792485390668221 0.018710150984249184 -0.037072885636000683 0.011789903265305483 0.015190539266075408 -0.10294558297087075 0.025905701094229995 -0.027705556402644702 0.047351228821897559 -0.0022783071304972088 0.018246084722353676 -0.00016494447623719016
leaf_weight=1.6287991522432959 2.4126262114249917 1.6151968270747605 0.57314222306013007 0.50799136865680317 0.53721002262016526 0.188029122464063 0.19331026743748125 0.56589228359437083 0.14618063915258972 0.93622478761244021 0.91454617248382408 0.24759665479041348 0.78756524798318928 0.3808209279086453 0.61769212968647469 0.23352379450807326 0.67618776623675103 0.13047013769391924 0.19243085657990378 0.89266886810388246 0.31292022833612865 1.3879745101187468 0.13085464946925673 0.12526498634357397 0.30067962471398235 0.67714228829822731 0.15065403020707924 3.6585506032402129 0.96823664161121215 53.060467943672805
leaf_count=180 30 63 19 23 24 49 35 26 11 26 21 21 29 15 9 12 41 28 20 32 38 35 8 63 34 24 10 436 31 2641
internal_value=1.0624e-05 0.000424902 -0.00139636 -0.0126375 -0.0246019 -0.000220864 -0.00187314 0.00574433 -0.0574214 -0.000297845 -0.000625581 0.00578807 -0.00095901 -0.00194764 -0.012128 0.00611981 -0.0190552 -0.0526297 0.00234171 0.00070181 -0.00139128 0.000124259 -0.00258365 -0.0425884 -0.000793412 -0.00227387 -0.00444956 -0.000315459 -7.50785e-05 0.000164996
internal_weight=75.1509 58.0565 17.0943 1.61834 1.0452 15.476 12.1191 3.35683 0.33421 11.7849 2.79094 1.8764 11.5916 10.8041 2.23113 1.8503 1.23261 0.556425 0.322901 8.57293 7.68027 7.36735 5.97937 0.25612 5.72325 5.42257 4.48635 3.8092 55.6439 54.0287
internal_count=4034 2765 1269 66 47 1203 955 248 60 895 222 201 860 831 125 110 101 60 48 706 674 636 601 71 530 496 470 446 2735 2672
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 2 0 1 0 2 1 0 2 0 2 2 0 0 0 1 2 2 1 2 1 2 1 2
split_gain=0.00512474 0.0438319 0.0308847 0.0166286 0.0662768 0.0847973 0.0969293 0.0624945 0.112433 0.0539614 0.174268 0.0411892 0.0401588 0.0312029 0.0310389 0.11941 0.0480209 0.0304768 0.0293705 0.0255212 0.02351 0.0429444 0.0272744 0.0200279 0.025508 0.0161723 0.150293 0.0657666 0.0308449 0.0586877
threshold=0.4815274992000001 0.48119816770000007 0.34467530910000005 0.34515433670000012 42.141702038450013 41.535369675400013 0.34569324270000007 42.753078181500008 0.47754558250000007 0.34494476210000008 0.4778150355000001 41.385032804600009 0.34485494450000004 0.47883296910000012 40.206947806850003 0.47997065955000012 41.218101594450012 40.413896136950008 0.47754558250000007 0.47464147780000004 0.47943175355000006 0.34566330350000002 43.426640904350009 43.525909308350002 0.34575312120000007 43.631818398850008 0.34739977845000009 43.680097826700013 0.34575312120000007 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 5 14 -7 8 -6 12 11 -11 18 -14 15 -5 17 -16 19 -1 21 -9 -23 -24 -25 28 -27 -28 29 -4
right_child=2 -3 25 4 7 6 -8 20 -10 10 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.00050875805404375048 0.016277339034701421 -0.018295508650899701 0.0089435562553446916 0.0060047603492768796 0.0020638405436335847 0.0097203891043597963 0.060662779564103091 -0.10169753891878403 -0.10455120688120896 -0.020348858515686449 -0.069541903646221856 0.013593331727761171 0.00050387788322952653 0.028676233752673239 0.0025958735697419852 -0.063748768218950841 -0.0045136143551551865 0.021803286324661719 -0.011860015003442005 0.025791894362569359 -0.0012865709456991161 -0.10076675379777558 0.092421060485215034 0.098092058350856937 -0.041375027616089383 0.091761064465137154 0.090042509515012137 -0.0031025798764539535 0.00090057116207898833 -0.011525603764391983
leaf_weight=5.5802780468397906 1.2241494148038317 1.4093750931788225 1.8946041036397208 0.9219742222687104 0.20701779473665682 1.1282883339154066 0.55833456754010047 0.068571856073333382 0.18941731597078615 0.61709514532358045 0.49040625409907068 0.84995674203673843 0.77002431516120917 0.80324225872755051 1.5356995882174831 0.33444525995946606 3.0064793964916134 1.7878144686646917 2.4034753042651573 0.39507188362904333 1.6559297556523231 0.023090649004988251 0.027522215059434529 0.017256646431633271 0.05462705735635609 0.19764066487550458 0.078822461060554239 1.9786910315727744 39.396603872394913 5.3731502178125083
leaf_count=500 12 16 15 67 28 28 39 52 42 62 20 17 35 6 11 10 18 32 38 35 24 31 8 4 84 6 10 705 1976 103
internal_value=6.78424e-06 -0.00116795 0.00058861 -0.000137504 0.00257186 0.00630321 0.0265842 -0.0128514 -0.048877 -0.00275744 -0.0179351 -0.000683983 0.000227826 0.0148875 0.00179431 -0.0125629 0.00464402 0.0129281 -0.00252477 0.00123016 -0.00511893 -0.0383328 -0.00286207 0.0198799 -0.00789408 0.00019602 0.00846685 0.000465769 -0.000203686 -0.00618957
internal_weight=74.9791 24.8354 50.1437 23.426 11.5165 9.27304 1.68662 2.24343 0.396435 11.9095 1.95746 1.46705 9.95209 1.57327 7.58641 1.25642 6.32999 3.32351 8.37883 5.97535 1.847 0.191068 0.122497 0.0994059 0.0718837 48.9195 2.25515 2.05751 46.6644 7.26775
internal_count=4034 1207 2827 1191 478 205 67 273 70 713 99 79 614 41 138 77 61 43 573 535 203 179 127 96 88 2815 721 715 2094 118
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 0 0 1 1 1 1 1 2 2 2 0 0 2 0 1 1 1 0 0 0 1 1 2 2
split_gain=0.00436881 0.0318501 0.0318457 0.0792397 0.0262418 0.0327375 0.0328399 0.0158829 0.0496073 0.154363 0.0451696 0.0249979 0.113666 0.273123 0.0899402 0.0733464 0.0445551 0.243051 0.0406213 0.032905 0.0397936 0.201798 0.155737 0.0927264 0.0343492 0.215526 0.0461259 0.145473 0.0780995 0.136076
threshold=0.48537468940000006 0.48386275860000011 0.34494476210000008 0.34587287805000005 0.48597347385000006 0.34641178410000012 0.49053920540000012 0.49649711085000009 0.35862698720000002 0.34988473400000003 0.35275889945000011 0.37668033890000002 0.37286308795000006 38.244973486750006 41.436838994450007 38.478081868400004 0.51401155655000019 0.51505942935000004 40.280372415600006 0.52005927965000021 0.38976377950000002 0.38552737940000009 0.39019789825000006 0.5231430197000001 0.52688542260000015 0.52432561900000019 0.39542229275000007 0.39971857130000005 43.631818398850008 36.79544512155001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7 -8 9 -9 -11 12 14 -14 15 -10 18 -18 -13 -19 21 -21 -22 -24 25 -25 -26 28 29 -28
right_child=2 -3 3 4 5 6 7 8 11 10 -12 16 13 -15 -16 -17 17 19 -20 20 22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.00038718241434474967 -0.022238683824596112 -0.022829630795667216 0.024774354867276693 0.016955524173552044 -0.015285425879550774 0.015517278205447474 -0.0085049346067808586 -0.015621048052544157 0.0029547850166230971 0.10079360251837477 0.033153356902911442 -0.0027513979659230486 0.052206917067533332 -0.099419178345376891 0.033446939139712667 -0.033223249440851192 0.099782099630950083 -0.023133402964790883 -0.074294027265175408 -0.019671201584169712 -0.063309740209041329 0.050558508038295306 0.030817504222930149 0.0066069504960321081 0.017652744366653969 -0.10300135350684569 0.014238622401666796 0.00059478020641463587 0.016600169556263821 -0.10412179412400675
leaf_weight=35.139525814489261 0.59402746055275102 0.64395765366498281 1.3629235366825003 0.9142348044551899 1.3834411688148964 1.3800813458614403 2.1659714170938384 0.45515328552574175 1.6788727351031449 0.21459386043716222 0.18284929028595798 0.16859756353380895 0.17570822313427914 0.36678951613157551 0.61809047448696208 0.84115690461476322 0.24772337399258759 0.58768105758775391 0.14995030580797497 0.80814569432368688 0.38512111111777159 0.82868695506658696 0.98597118846410836 0.78396379100468283 1.4356071006586741 0.23262939235026181 0.13826832271843414 19.513463958926295 0.13868441773573181 0.32649552666077852
leaf_count=1346 18 30 38 16 8 37 50 8 55 19 23 17 7 49 35 35 9 37 47 23 12 41 36 33 78 109 12 1637 96 73
internal_value=7.2005e-06 -0.000791056 0.000738404 0.00109319 0.000223416 -0.000199229 0.000400332 -0.000223733 0.000349985 0.0241401 0.0696748 -0.000316977 -0.00804342 -0.0503094 -0.000736754 -0.00912103 0.000746885 0.00119524 -0.0364287 0.000261837 0.000799387 0.0158843 -0.000231995 0.000799314 -0.000512083 -0.018475 0.000335193 -0.000900642 -0.0492575 -0.0689093
internal_weight=74.8484 35.7835 39.0649 38.4709 37.1079 36.1937 34.8103 33.4302 31.2642 0.852596 0.397443 30.4116 3.68062 0.542498 3.13812 2.52003 26.731 26.4124 0.318548 26.1647 25.577 1.63683 23.9402 23.5551 22.5691 1.01659 21.5525 20.1169 0.603448 0.464764
internal_count=4034 1376 2658 2640 2602 2586 2578 2541 2491 50 42 2441 181 56 125 90 2260 2196 64 2187 2150 64 2086 2074 2038 142 1896 1818 181 85
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 0 1 1 1 0 2 2 1 0 1 0 2 0 2 2 0 2 2 2 0 2 1 0 2
split_gain=0.0042304 0.0366831 0.0339472 0.0312892 0.0379705 0.022326 0.0181838 0.0145618 0.0113502 0.0148675 0.0286525 0.0173129 0.00939667 0.00854495 0.0217502 0.0686455 0.0653523 0.0580023 0.111273 0.0548998 0.0457878 0.0465366 0.0518024 0.0289141 0.0244445 0.0165096 0.0947374 0.0477559 0.0261504 0.0127492
threshold=0.45280081435000008 0.56065686655000013 0.56188437470000008 40.636252116050009 40.00488309970001 42.402981339000007 0.58415915690000009 0.4591329601000001 0.45368402140000008 0.4662734648500001 0.56395018115000017 38.903925214650009 42.536568606950006 0.44805544745000009 0.54646567465000018 0.43837010870000009 0.57537199485000012 42.094663496250007 0.5654770815500002 40.94178426300001 41.741384785950011 0.55257327625000008 40.00488309970001 42.558389508100007 43.487767439550005 0.54300769440000007 40.340071172300007 0.41911918805000009 0.54136103710000005 42.558389508100007
decision_type=2 2 2 2 2 2 2 2 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 8 -5 -7 -8 -4 10 -10 -12 -9 14 25 17 -17 20 23 -18 21 -16 -23 -19 -25 28 -27 -28 -1 -15
right_child=1 2 3 5 -6 6 7 12 9 -11 11 -13 -14 29 15 16 19 18 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00018982927307335069 -0.10153035869015853 0.097222534405411065 -0.0014981583094883994 -0.1020158971235135 0.076081590807066168 -0.10045516112490781 -0.10108106720450405 0.078350328123386243 0.074641488727408917 -0.10198662175298157 -0.10110958068325521 0.0074633264946872835 -0.10005299314725061 0.010863036757179707 -0.045919712155013143 -0.10350014600934898 0.099457955689766744 -0.10407509616389517 0.02745321895136036 -0.1005740771695271 0.04805691453990879 -0.020345367306336942 0.017861754795157437 -0.10053334477107288 0.018344169826392625 -0.010020747830178874 0.0071278076095590811 0.04417806630031508 -0.01345057161439886 -0.0016042610154815924
leaf_weight=63.123791487949774 0.038640652140426002 0.033156942234199849 1.0392154267465228 0.054354246317941945 0.061235449769583172 0.015787332039451485 0.0070824143464278668 0.026463587695616297 0.025067148730158695 0.025621780272248706 0.033025427672328078 0.026449075038044612 0.0033230849415133426 1.7692542909892375 0.21643267573836045 0.13803752971881511 0.03586458991571817 0.16985782480332989 0.15280306188924442 0.022221859149581746 0.19942700523824886 0.56517851721071088 0.95362354445387609 0.028585736756213009 0.04380293548319969 1.475498909099769 0.67098136404092634 0.72248976118862629 1.4374864250021335 1.5291675358726022
leaf_count=2493 19 4 7 173 56 96 10 8 4 278 54 16 248 56 38 47 24 11 29 28 15 101 37 14 49 31 19 21 29 19
internal_value=5.54276e-06 -0.00546076 -0.00271258 -0.00522736 -0.000645819 -0.0570585 -0.0106515 0.0278024 -0.00473362 -0.0352551 -0.0150309 -0.0528258 0.0584472 0.000109222 -0.000125297 -0.00923584 -0.0660543 -0.00445265 -0.0393706 0.0229326 0.00267744 -0.00253793 0.00364407 -0.0815213 -0.0285997 0.000215971 0.00763871 0.0263377 -0.000113881 0.00508313
internal_weight=74.6439 1.38942 1.35078 1.31762 1.21061 0.107011 0.0526564 0.0368691 1.14938 0.110163 0.0845417 0.0594745 0.0297867 73.2545 69.9561 2.52584 0.196124 2.32971 0.39505 0.0580864 1.93466 1.73523 1.5188 0.242246 0.0723887 67.4302 2.86897 1.39347 64.5613 3.29842
internal_count=4034 973 954 950 415 535 362 266 359 352 74 70 256 3061 2986 393 99 294 103 52 191 176 138 74 63 2593 71 40 2522 75
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=0 2 1 0 2 0 1 1 0 1 0 2 0 1 2 1 2 1 0 1 0 0 1 1 0 1 2 0 0 0
split_gain=0.00401678 0.0278597 0.0383207 0.0249355 0.0249071 0.0177639 0.0111706 0.0067923 0.00462851 0.0262705 0.0555333 0.0954178 0.0190425 0.0120372 0.038717 0.0493832 0.140075 0.0779756 0.0431774 0.0340159 0.0287846 0.023502 0.0267314 0.0427808 0.0636932 0.0338215 0.144611 0.263493 0.040388 0.0380156
threshold=0.5718990449500001 41.218101594450012 0.43837010870000009 0.58415915690000009 40.563919884450009 0.58650938595000024 0.48459626955000007 0.48627286610000009 0.48447651265000008 0.34494476210000008 0.48797940185000005 41.50623664750001 0.48351845755000006 0.34608245260000009 41.919251152600005 0.34623214870000002 41.035283712600005 0.35471991855000007 0.48119816770000007 0.34623214870000002 0.48028502140000007 0.48306936920000004 0.34545372890000009 0.34560342505000002 0.47916230050000003 0.34584293880000011 41.535369675400013 0.48098859315000003 0.48119816770000007 0.4815274992000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 -4 -5 -7 -8 12 -10 11 -11 13 21 15 -15 17 -17 19 -16 -19 22 -1 24 -24 28 -27 -28 -25 -29
right_child=1 3 4 5 -6 6 7 -9 9 10 -12 -13 -14 14 18 16 -18 20 -20 -21 -22 -23 23 25 -26 26 27 29 -30 -31
leaf_value=0.00056106153003378689 0.088417995520341144 -0.10110088063143062 -0.10039500137861955 0.075181777776557171 -0.0020781648529019014 -0.10064788738470716 0.098831353315107673 -0.10001335044222928 -0.020016043697262838 0.049876416183638611 0.00029184292183185028 0.0019898849920135801 -0.011178440507799602 0.011106031404187726 -0.10080161568160839 0.085849516905030274 -0.1264950038886675 0.005918211137977511 0.080079048011380438 0.027041223918096546 -0.10434538343787547 0.010200134473310812 3.2942582887001663e-05 0.017458535176905578 -0.030592027576836864 0.0074880214580842312 0.0059685083586208422 -0.15712236866645557 -0.0033739161917051446 -0.084067302584372741
leaf_weight=21.589136021757927 0.045811380617130859 0.055535820133158609 0.026948925976163496 0.018246329971589148 0.58762340895555099 0.01701706997229735 0.0058852462825598195 0.0024259957884282812 0.59452810045331617 0.62431388674303789 35.794236680419509 1.2476882250093977 1.6670208310242731 1.0912343087838934 0.026558643654425285 0.087594204408674048 0.10655474832037726 0.051412764721662896 0.14418175735045224 0.096200585060209676 0.043883424924544556 1.8775795912370075 1.2676622233223027 1.4206462114136114 1.4627238206012405 1.2559272674843667 0.36208458210967354 0.15023441798985004 2.6979603972285986 0.13544933951925486
leaf_count=897 15 97 416 6 61 63 2 317 18 31 1610 37 34 23 10 18 13 36 4 112 9 12 28 47 19 7 20 2 17 53
internal_value=3.05275e-06 -0.0072322 0.000187519 -0.0566706 -0.00638935 -4.41938e-05 -0.0542364 0.0407899 7.75177e-05 0.000840743 0.00116995 0.0179601 -0.000744274 -0.000230678 0.00810621 0.00136585 -0.0353555 0.0177437 0.0429689 -0.000617246 -0.0448576 -0.000657006 -0.00132886 -0.00599047 -0.0163735 -0.00128303 -0.0123058 -0.0506832 0.0038119 -0.122485
internal_weight=74.5543 0.759494 0.660384 0.0991105 0.614572 0.0435746 0.0253283 0.00831124 73.7948 38.2608 37.6662 1.872 35.534 33.867 1.64762 1.38068 0.289445 0.18289 0.266941 0.122759 0.0952962 32.2194 30.3418 8.75269 2.73039 6.0223 1.9037 0.647768 4.11861 0.285684
internal_count=4034 977 492 485 477 388 382 319 3057 1696 1678 68 1361 1327 225 99 76 63 126 122 45 1102 1090 193 47 146 82 75 64 55
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 0 0 2 2 2 2 2 0 0 1 1 2 1 2 2 0 2 0 2 1 2 0 1
split_gain=0.00459355 0.0474075 0.0264949 0.0118825 0.00961111 0.071578 0.0329568 0.0213296 0.0260047 0.0242691 0.171426 0.0722062 0.0314237 0.03857 0.0584336 0.0531453 0.0377548 0.0244493 0.0276039 0.0160487 0.0138825 0.011855 0.0858956 0.0461558 0.0115593 0.0189527 0.0107362 0.0326799 0.0272203 0.0130851
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.47943175355000006 40.377444152000002 40.523311941050004 40.280372415600006 0.4778150355000001 0.47769527860000011 41.385032804600009 41.571132012400007 40.80591513400001 42.434124620650003 42.719328117250008 0.43260680815000008 0.46898296455000005 0.34219035360000005 0.34509445825000007 41.898943182100005 0.35862698720000002 50.205949521800008 39.749124837650008 0.47700667645000011 38.969453495950006 0.39672464895000009 48.86568841230001 0.34219035360000005 37.311503175250003 0.46739618575000003 0.33750486510000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 21 8 9 11 -11 -7 17 -14 24 16 -16 18 -12 -18 -21 22 23 26 25 -15 27 28 29 -1
right_child=2 -3 3 -5 5 7 -8 -9 -10 10 12 -13 13 14 15 -17 19 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0084771134537421373 0.017041285950092903 -0.024241722127815918 -0.017224953016088989 0.0002443609028994606 0.057231442065078776 0.014918459531092016 -0.026735534588172627 -0.0098342562700725576 0.01253860446324738 0.068806244049112231 -0.02113985228347625 -0.030359207146338763 0.035157888473490502 0.0060754274347707181 -0.10066184588527881 -0.094690727583341933 0.10076132081430776 -0.011536702648077912 -0.1041955336600722 -0.10016872112367831 0.10018463212156795 0.010791588305571243 -0.060457563963117779 0.038318018140750233 0.0090957846967853733 -0.012620094450607511 -0.0011913066529225264 -0.1012012235284061 -0.10080362734015219 0.06937061862925184
leaf_weight=0.050171403297074701 0.94102156368899059 0.8684406561515069 0.3919861605099858 58.231470232613916 0.22430052889376284 0.59000437076889134 0.56861389590136457 1.7776449986740779 1.894769162405282 0.36227901305892363 0.10105516984322083 0.87391172787511096 0.30981513791562099 1.1172084813973282 0.019921744996281521 0.12295945237150363 0.033818202576185286 0.71039937726231983 0.06624909628161646 0.0091421112087886058 0.0055627510882914075 0.71263376470136552 0.24056895764078934 0.30913407248590363 1.2425907421541351 1.053634562398656 1.5185095420926036 0.044465441355896473 0.021362190091167577 0.03790363159350818
leaf_count=95 15 31 27 2962 9 68 8 40 15 12 20 42 40 96 21 109 3 42 41 75 1 16 11 19 57 19 90 30 4 16
internal_value=2.07304e-06 -0.00156911 0.000394762 0.000127552 -0.000164562 0.00134679 -0.00470086 0.000128739 0.00220909 -0.000748064 0.00247897 -0.0121109 -0.00253505 0.00129921 -0.00161075 -0.0553768 0.0152496 -0.0196363 -0.0540282 0.0628385 -0.0243764 -0.000431595 -0.00403088 0.00281959 0.00140413 -0.00299858 -0.00374206 -0.0289095 0.000463311 0.0250251
internal_weight=74.4515 14.8871 59.5645 58.6235 14.0186 10.5153 3.50336 10.291 8.51332 6.61855 5.15464 1.46392 4.79236 3.91465 3.60484 0.191404 0.0684448 0.877704 0.167304 0.0485231 0.0147049 2.93475 2.22212 1.98155 3.41343 2.17084 1.67241 0.153903 0.109437 0.088075
internal_count=4034 1030 3004 2989 999 710 289 701 661 646 536 110 524 421 381 209 100 103 61 79 76 281 265 254 172 115 235 145 115 111
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 2 2 2 1 1 2 0 0 1 1 2 2 2 2 2 0 0 2 0 2 2 2 0 0
split_gain=0.00407998 0.0235307 0.294934 0.12878 0.0863478 0.0294788 0.0201769 0.0156536 0.0164999 0.0153214 0.0248669 0.040015 0.0378939 0.0189473 0.0177137 0.043785 0.0160477 0.0425753 0.0141573 0.00835357 0.0465222 0.109845 0.043241 0.0210647 0.0955138 0.0208986 0.0560624 0.0391037 0.023567 0.0181262
threshold=0.31100865245000009 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.835088602800006 49.420225120050006 48.96897326980001 0.32388251845000005 0.34311846950000008 39.110279783550006 0.45994131915000008 0.46898296455000005 0.33992994225000006 0.33750486510000005 48.457543166250012 39.458743938000005 35.782584506850007 43.084235337800003 43.157831852650006 0.50339810185000011 0.48271009850000007 42.940640897800002 0.48386275860000011 43.272784938550004 44.169240047700008 44.262924377150007 0.47817430615000006 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 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 9 -3 -4 -5 -6 -7 8 -1 16 11 13 -13 14 15 -11 17 18 -2 23 21 -21 25 -12 -25 -22 -27 -28 29 -29
right_child=1 2 3 4 5 6 -8 -9 -10 10 19 12 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.01717127214199126 0.012110598229500807 -0.14951558076127344 0.065508068377861065 -0.10455562944913475 0.098984016983365689 -0.10069092046720818 0.034686006783694018 -0.0055680359419370429 0.016965857664333447 -0.078529359847341773 0.0001532834327559353 0.00750770338673281 -0.10304095051329705 0.018229945714148366 -0.081075188505469312 0.10019907581243742 0.0056221456771089915 0.056476412317135717 -0.10133566183314556 -0.10768320327163056 -0.010109009235506852 0.020290241096350067 0.0017567312750216444 0.075475622072104565 -0.0088097016097724926 -0.07763878707964314 0.079363282389143752 -0.033270113519575671 -0.10213403879002594 0.10024973850919305
leaf_weight=0.16521558775006828 0.01939270548878258 0.13511527543596713 0.2549869059039338 0.1037964882561937 0.036900471153785475 0.018789719446612452 0.026588163075544458 0.8889270070940255 0.99006368685513735 0.030316984312732553 63.491454286971447 0.04566861471903394 0.096583866065543589 0.17093655314238276 0.047282109866500832 0.025017891195602715 0.94540001079440117 0.18366486655577319 0.025418154317435437 0.13533776574329603 0.47099209392401054 0.13297185371675369 5.0081770567553763 0.20003044726641306 0.41009721470663862 0.19006905455029255 0.048025909549323842 0.031432441688139079 0.031491108675254509 0.015029012225568295
leaf_count=176 30 5 12 9 5 36 214 6 14 45 2481 33 35 9 14 6 6 43 43 30 15 19 538 33 36 53 5 76 5 2
internal_value=2.24222e-06 -0.000122271 -0.0202504 0.0193488 -0.0439053 0.0326069 -0.0213698 0.00440794 0.0120839 3.93539e-05 -0.000149094 -0.0245318 -0.0675505 -0.00216135 -0.0361286 0.00227698 0.01137 0.035154 -0.0522398 -4.5991e-06 -0.0035523 -0.0442607 -0.00166756 0.000330987 0.0188233 -0.0234574 -0.04335 0.00838297 -0.0353474 0.00991991
internal_weight=74.3752 72.331 0.576177 0.441062 0.186075 0.0822784 0.0453779 2.04421 1.15528 71.7548 70.5809 0.415806 0.142252 0.273554 0.102617 0.0553349 1.17388 0.228476 0.0448109 70.1651 6.06353 0.26831 5.79522 64.1016 0.610128 0.78704 0.316048 0.125978 0.0779526 0.0464615
internal_count=4034 3838 281 276 264 255 250 196 190 3557 3435 142 68 74 65 51 122 116 73 3293 743 49 694 2550 69 156 141 88 83 78
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 2 1 0 1 0 1 1 2 2 0 0 0 2 0 0 0 1 2 2 2 0 1 2 0 2
split_gain=0.00358472 0.0382565 0.0231033 0.00987047 0.0148959 0.0684192 0.0142157 0.0159809 0.0138851 0.0554777 0.0321482 0.0197517 0.0429206 0.0182213 0.0174436 0.013001 0.0111405 0.0693936 0.0582106 0.0413523 0.0341499 0.0176703 0.0195113 0.0499539 0.0214309 0.0127589 0.0100361 0.012129 0.00962669 0.00910749
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.34542378970000004 42.434124620650003 42.456897412850005 0.34566330350000002 0.47709649410000005 0.34479506600000004 0.47769527860000011 0.34503457980000002 0.34518427590000006 41.481306584950012 41.257403903850005 0.47736594710000008 0.47817430615000006 0.44284602260000011 39.420767558750008 0.47515044460000005 0.46989611090000011 0.45994131915000008 0.31761025120000003 42.066503896600004 39.458743938000005 35.782584506850007 0.46898296455000005 0.35862698720000002 50.205949521800008 0.47943175355000006 41.257403903850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 -5 -6 -7 26 9 14 -10 12 -12 -13 16 -15 21 25 19 20 -19 -1 23 24 -23 -18 -8 -28 -4 -30
right_child=2 -3 28 4 5 6 7 -9 10 -11 11 13 -14 15 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00011046660887553599 0.015965433828213752 -0.021695791542186 -0.015524717648258532 0.0035364901930694118 0.10290717586168784 -0.10152325490809594 0.082657344222725679 -0.030738769878639619 -0.019635929088193439 0.048111685599344707 0.017811647216544241 -0.020641545912458724 -0.013757212106644516 -0.0093809190577191521 0.015763512547953024 0.0062421762119634315 -0.0059554688126352345 0.0030268733563847978 -0.10313348578284531 0.011006069306087031 -0.1045892790781987 0.034407638391234965 0.00046680582922370439 0.095397229608828515 -0.10122714094612245 0.011282504212407131 -0.10014793273348788 0.10016134369709984 0.0013332948524883536 -0.0011819529014460025
leaf_weight=3.293999308551431 0.93213705922244017 0.87336318838424709 0.39182095558498886 1.1886988527640969 0.083015769720077404 0.016233699878284824 0.027562771572490874 0.068146545214403886 1.1394290221184062 0.2522884665231685 1.2498823407286028 0.67021766643113023 0.6570852933145942 1.0887667944143686 0.6549884509295224 1.0428202822804451 0.97119397206734015 0.047259748243504762 0.11814883395027209 0.17572150766227423 0.078411224901515197 0.023927223674147569 0.14746222979010781 0.092125220689922571 0.022702069952629245 0.76965135303908028 0.0079884428590464296 0.0048631541430950173 32.021323551006603 26.153822841035911
leaf_count=289 15 31 27 85 1 17 22 37 57 6 62 16 21 62 6 4 29 26 20 10 29 57 23 10 13 19 77 1 1431 1531
internal_value=-2.14099e-07 -0.00139485 0.000345893 -0.00011862 0.00785476 0.0325557 -0.0142434 -0.00119197 -0.00100969 0.0021168 -0.0045637 -0.000916522 0.00693394 -0.00625971 0.000302433 -0.00173775 -0.00146164 -0.00713268 -0.0436406 -0.0203188 -0.0641192 0.0019604 0.0257935 0.0527097 -0.0316279 0.00166567 0.0486297 -0.0243492 9.72966e-05 0.000202514
internal_weight=74.2651 14.766 59.4991 13.8926 1.39651 0.20781 0.124795 0.108561 12.4961 6.64788 5.8482 4.70877 1.90697 2.8018 6.39559 2.13159 5.7406 2.16039 0.419541 0.301392 0.125671 3.58022 0.286217 0.138755 0.0466293 1.74085 0.0404144 0.0128516 58.567 58.1751
internal_count=4034 1030 3004 999 240 155 154 137 759 537 222 165 83 82 531 66 525 133 85 65 55 392 103 80 70 48 100 78 2989 2962
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 2 2 1 1 1 2 1 0 1 0 1 0 1 2 0 2 2 1 2 2 2 0 2 1
split_gain=0.00373967 0.159609 0.0890676 0.0655545 0.0503185 0.136971 0.122736 0.0929016 0.0819612 0.0338675 0.037062 0.0283544 0.021992 0.0464488 0.0713806 0.0517592 0.0983573 0.0293581 0.128357 0.0739528 0.0422814 0.262277 0.0471326 0.0393055 0.151802 0.0578808 0.0376754 0.0300707 0.0393429 0.0287574
threshold=0.39587138110000003 0.53475943835000017 36.728658719300007 0.39408999735000005 0.39072183470000005 39.110279783550006 40.750688432250008 47.709122305950011 0.39045238170000002 0.39971857130000005 0.40099098830000007 48.778770352700008 0.38976377950000002 0.5216909673500002 0.38052752915000004 0.51675099550000014 0.38733870245000007 0.51401155655000019 0.37413550490000008 40.137820134150012 0.50278434775000014 41.385032804600009 39.749124837650008 0.35651627195000007 38.625745710700009 43.426640904350009 47.927946529500012 0.50008981770000005 36.79544512155001 0.34988473400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 -6 -7 -8 12 -3 -11 -4 13 15 -15 17 -17 18 20 -20 23 22 -22 29 27 -26 -27 28 -25 -1
right_child=1 9 11 -5 5 6 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-3.9303968129452094e-05 0.034874921687546107 -0.032358131297217374 -0.10206225800553029 0.024494117112733745 -0.067437436008764645 0.077307783458519297 -0.10118823284186172 0.029717349851922245 0.033681623356350353 0.018227990621127049 -0.00053111294130754648 0.018697411380732453 -0.013952996911889165 -0.0056487193570522488 0.045624094581091346 -0.059023339372974673 0.013500336725839474 0.017423492971771905 -0.0093389719993466312 -0.081248883351019957 0.0087176108768891782 0.080125333651808961 -0.02986377328414036 0.050126500342353969 -0.09017579827329085 -0.050968514877091732 0.091667590311194896 -0.011248125514651455 -0.0047433343151480076 0.018624214403292035
leaf_weight=42.725375285751724 0.067525825267469863 0.31780531732511264 0.25997999991054432 1.1090165519208017 0.38811412116513011 0.17948515260650311 0.10638237220496194 0.11055138207959203 0.72557071503251691 1.1178259010739591 18.212305460353271 0.021015286707307013 1.1312146227842266 0.53045735651903558 0.55624529044916926 0.41424867438399715 0.34088782826438546 0.9588542791607314 0.27118524303659697 0.30258721253585463 0.75258860416943096 0.46321751768482489 0.54662365131662227 0.23205632518161923 0.30551566948553333 0.045608436358179461 0.03117682074662298 0.82914864417580247 0.29911758844968972 0.84185382315885604
leaf_count=1325 18 31 278 38 33 11 72 21 15 7 1562 47 28 8 32 25 20 27 21 38 20 42 28 44 72 72 4 13 25 57
internal_value=2.59954e-07 -0.00116855 -0.0682491 0.000431503 -7.11682e-05 -0.0252088 0.0161351 -0.0344776 0.000305887 2.13428e-05 0.000553691 -0.0930308 -0.000163624 0.000145588 0.0205961 -0.000304646 -0.0262843 9.89794e-05 -0.000249668 -0.0472617 0.00032337 0.0155195 -0.00751492 -0.000267717 -0.0149945 -0.070669 0.00694547 0.000652043 0.0192279 0.000321333
internal_weight=74.1935 19.9965 0.348521 54.1971 53.0881 0.784533 0.396419 0.216934 52.3035 19.6479 19.3301 0.280995 51.578 50.4467 1.0867 49.36 0.755137 48.6049 47.6461 0.573772 47.0723 1.76243 1.29921 45.3099 1.74262 0.382301 0.0767853 1.36032 0.531174 43.5672
internal_count=4034 1943 343 2091 2053 137 104 93 1916 1600 1569 325 1901 1873 40 1833 45 1788 1761 59 1702 90 48 1612 230 148 76 82 69 1382
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 0 2 2 1 0 0 1 1 2 1 2 0 1 0 0 2 0 0 0 0 1 2 1
split_gain=0.00401803 0.027065 0.0462231 0.0299211 0.0283633 0.0318392 0.0390175 0.0690569 0.0199526 0.017553 0.0833393 0.177687 0.248444 0.0907168 0.121396 0.0237034 0.0176934 0.0371714 0.0223907 0.0140717 0.133226 0.0660626 0.0623837 0.0549502 0.0329757 0.116934 0.0360882 0.0304642 0.0383135 0.0358105
threshold=39.896141435400004 40.040005255000004 0.48351845755000006 0.52770875125000016 40.137820134150012 40.206947806850003 40.316494640950005 0.48386275860000011 40.377444152000002 39.420767558750008 0.34524415440000006 0.50410167360000013 0.51857728810000003 0.40099098830000007 0.39045238170000002 39.256147742250008 0.34219035360000005 37.311503175250003 0.46739618575000003 0.39072183470000005 0.52770875125000016 0.52812790035000023 38.748048509250005 0.53866650695000018 0.54228915300000013 0.54386096225000014 0.55074698365000019 0.3782970569500001 36.364346611650006 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -3 -6 7 -7 -8 15 -11 -12 -13 14 -14 16 17 18 -1 22 -21 -22 27 -23 -25 -26 -27 29 -29 -18
right_child=1 4 3 -5 5 6 8 -9 -10 10 11 12 13 -15 -16 -17 19 -19 -20 20 21 23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.023745392229459251 -0.0031679388109263542 -0.017299002326848223 0.034814639947876112 0.0071314213762597133 0.018264145141662688 0.0041511186546257352 0.010891096798734644 -0.038570904322260083 -4.2743530355872724e-05 0.025475712489360664 -0.062534508041857159 0.075017396862177205 -0.089534307506916766 0.00089198662995457461 -0.0093107425089897968 0.017410931527144607 -0.0014369764881691045 -0.10096444422340992 -0.099348986163585312 -0.074914546506106919 0.075260545890324007 -0.024978061876305198 0.026129332319645981 0.011957911685152872 -0.10530409230916341 0.035485531396085283 -0.0051791730272995008 0.00083690059672914961 -0.032112015485180286 0.021885713234976779
leaf_weight=0.082535368288506272 1.4652632387815168 0.94401971082379432 0.8147590300068257 0.74967239885313575 0.95687187666743412 0.80467848386615404 1.7277019970181289 0.71415025574333413 49.11365468618699 0.63356186146847848 0.61187473026075201 0.3553121201694015 0.32144757604692165 1.2719478388499039 0.45649978454457596 0.7663217373556116 3.4344070164526475 0.05431259506826791 0.017999874973611441 0.25295826028360568 0.11229921667836595 0.88260990693333941 0.97817038303401194 1.9612365124776259 0.11211796961288234 0.24605791320254899 1.9302465725968803 0.79190850676968672 0.63662773743271828 0.81447140959789965
leaf_count=111 8 30 9 46 31 9 30 36 2566 21 23 16 19 50 31 30 175 33 4 51 3 60 39 22 8 28 465 27 29 24
internal_value=-1.38081e-06 0.000396712 0.009595 0.0215489 -0.000116879 0.000187344 -0.000143006 -0.0159367 0.000328813 -0.00136504 -0.00749584 -0.0144196 -0.00217935 -0.01556 -0.0424591 0.000346826 -0.000715624 -0.0343051 0.00170652 -0.000287646 -0.00403167 -0.000612816 0.00280492 -0.002273 0.0024426 -0.00571226 -0.000581529 -0.00121367 -0.0138468 0.00303377
internal_weight=74.0157 57.2908 3.02969 1.56443 54.2611 53.3171 52.3602 1.51883 50.8414 16.7249 3.65064 3.01708 2.40521 2.0499 0.777947 13.0743 12.308 0.154848 0.100535 12.1531 5.49753 5.24457 6.65559 5.13227 4.24966 2.28842 2.1763 5.67741 1.42854 4.24888
internal_count=4034 2765 63 55 2702 2672 2641 45 2596 1269 160 139 116 100 50 1109 1079 148 115 931 637 586 294 583 523 501 493 255 56 199
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 2 0 0 1 0 0 2 1 0 0 2 0 1 0 2 2 0 2 2 2 1 2 1 2
split_gain=0.00400182 0.0194091 0.0217271 0.208745 0.0903548 0.0439049 0.0302029 0.0861739 0.117474 0.0308774 0.0697438 0.0215032 0.0139209 0.0111006 0.0616087 0.0434682 0.00725208 0.071419 0.0673771 0.028604 0.0126968 0.00863097 0.0310239 0.0218318 0.0192963 0.0198258 0.0220989 0.0145792 0.0995563 0.10704
threshold=37.038444968100009 36.893814626400008 0.36533337325000009 0.36491422415000008 35.879804895950009 35.171584490050009 36.124181380200007 0.52863686715000002 0.5296248615500001 0.36575252235000005 0.51191581090000016 0.5216909673500002 36.620308449100001 0.39476362980000007 0.53749887730000012 0.54386096225000014 37.828051409500013 0.5231430197000001 0.37286308795000006 0.54386096225000014 37.903039192800001 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.110279783550006 0.45280081435000008 39.420767558750008 0.37977904855000005 39.184300550350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -8 -9 -4 -11 -12 -10 -13 -15 -16 17 18 -2 -19 -18 22 -22 -23 -25 26 -26 28 -27 -30
right_child=16 -3 6 -5 -6 -7 7 8 12 10 11 13 -14 14 15 -17 20 19 -20 -21 21 23 -24 24 25 27 -28 -29 29 -31
leaf_value=-0.0077737870119513625 -0.0016848882914009657 -0.030101933041177389 0.039092497873418369 0.10189707753658239 -0.088554381765546891 0.066409824738242806 -0.073022513850735743 0.1014833862529072 -0.10185581490999907 -0.055092981322895133 0.034360713510071007 0.0041935638880733032 0.0007139217644471994 -0.10201438304478022 0.084552159421771647 -0.01057815584594138 -0.015256693649074005 -0.018106565582146832 0.065083110249114257 0.0092551343711159539 -0.003057707612775273 -0.014818532606180244 0.022170216572700647 0.013856498314044036 -0.0272885771377064 -0.0090766095967683581 0.0014257181126531722 -6.8064881283173164e-05 0.097362176943139159 -0.0034367859112521223
leaf_weight=0.53986787008906567 0.27621683076541126 0.24951991349934122 0.17216985020786602 0.20232273801229894 0.12925344276902706 0.093614692063056282 0.21690017560081276 0.087021518498659134 0.049355373374871725 0.24537841763776702 0.18084222945617501 1.0915721473356823 0.018079130380826314 0.068490837853460218 0.053094558068551123 0.5037862920254772 0.54174442041789816 0.83480635528155722 0.33376770839095116 0.70449908007423723 1.2915253783987113 0.99084865887958429 0.78296292732307415 1.0093840649093611 0.56018432516429928 0.84426838632498291 0.5139066150473468 60.858238925321821 0.2258622539575299 0.19744370897183217
leaf_count=128 40 30 6 6 47 19 17 2 42 19 18 15 32 14 5 227 15 22 12 65 50 62 62 46 30 17 18 2925 9 34
internal_value=-1.4034e-06 -0.00311845 -0.0012747 0.0115954 -0.0123579 0.00318891 -0.00589764 -0.0323721 0.0247126 -0.0016514 -0.00492454 0.0015621 -0.074357 -0.00189252 -0.0125156 -0.00150817 0.000172402 0.00589125 0.0348488 -0.00558384 -8.8438e-06 0.000113943 0.00646393 -8.80961e-05 0.000139217 -7.98653e-05 -0.01355 0.00015302 0.0107676 0.0503463
internal_weight=73.8669 3.90127 3.65175 0.965059 0.762736 0.633483 2.68669 0.371356 0.154456 2.31533 2.14316 1.89779 0.0674345 1.71694 0.625372 0.556881 69.9657 2.14929 0.609985 1.53931 67.8164 67.2746 2.07449 65.2001 64.2093 63.1999 1.07409 62.1258 1.26757 0.423306
internal_count=4034 627 597 200 194 147 397 93 76 304 298 279 74 261 246 232 3407 139 52 87 3268 3253 112 3141 3079 3033 48 2985 60 43
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 0 2 2 2 0 0 2 2 2 0 0 0 0 1 1 1 0 2 0 0 2 2 2 0 1
split_gain=0.00403388 0.051418 0.0202203 0.0145117 0.0695792 0.0926311 0.12612 0.0676247 0.211412 0.0462872 0.0425428 0.0459628 0.0434192 0.0333293 0.0400487 0.0263961 0.0368382 0.0223371 0.0317283 0.0144132 0.0142633 0.0282178 0.0126902 0.0177347 0.0135308 0.0313563 0.0117382 0.0113006 0.00882996 0.0789447
threshold=0.54386096225000014 0.54300769440000007 0.54136103710000005 0.44805544745000009 42.094663496250007 0.5654770815500002 42.599563320500003 40.80591513400001 40.040005255000004 0.55677973715000018 0.55074698365000019 35.879804895950009 39.896141435400004 43.487767439550005 0.55609113500000007 0.55609113500000007 0.55832160710000012 0.56294721715000018 0.45368402140000008 0.4591329601000001 0.4662734648500001 0.56439926950000008 38.903925214650009 0.58650938595000024 0.58415915690000009 39.749124837650008 39.458743938000005 42.522337019050006 0.5216909673500002 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 4 7 13 -7 8 10 -9 -2 -12 -13 -6 -15 -5 -17 -18 26 -20 21 -21 -23 24 25 -24 -19 -22 -1 -30
right_child=3 -3 -4 15 5 6 -8 9 -10 -11 11 12 -14 14 -16 16 17 18 19 20 27 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00041329772643859582 0.0092539124722761969 0.02327823843161694 -0.011782682456581255 -0.057886059362942333 -0.1030282345883157 0.07835865981089149 -0.10218431867116734 0.033346120860249212 -0.08997393400519671 -0.0008151950355259948 -0.0068166875793112345 -0.10142456075416761 0.01392492359225977 -0.10112675849874656 0.059221328540147111 0.043578707248035517 -0.03054474922936054 0.012197497324043915 -0.10045978170814528 0.10033852783448789 -0.10131633171173421 -0.10124919071217849 0.10023645030858033 -0.10061021217502203 0.10049491111785547 -0.10056528847341051 0.00057734646883638395 0.030023601429700078 0.040317029247031094 0.00091693588329705509
leaf_weight=49.210843498151405 1.32472431466976 0.95750431084888887 1.4402203138615721 0.072694560393301688 0.19337248289957631 0.10706685855984688 0.060587238343522642 0.68668582875397965 0.30909315843018692 0.9390225306397042 0.49279308628541674 0.1143392140255628 0.045665435900446028 0.030392132664360361 0.031951636225244329 0.2117838263231987 0.21515093519701611 1.2857332428135073 0.031442866445878681 0.0201482018455863 0.033133699051408616 0.019891291182545956 0.013528481591492891 0.015941553652965013 0.014818968251347542 0.018290641422254339 2.6840927669256871 0.0081654138466262793 0.52985687107184176 12.642971906629084
leaf_count=1916 37 17 30 13 30 6 66 36 23 44 47 95 7 33 24 9 17 21 72 2 476 26 2 19 1 62 48 274 29 552
internal_value=1.52378e-06 0.000276865 -6.82086e-05 -0.00198466 -0.00614533 -0.0446548 0.0131136 -0.00197805 -0.0130637 0.0136143 -0.00104234 -0.0219366 -0.0685037 -0.0825292 -0.0189472 0.0018991 0.00284966 0.00087143 0.00250205 -0.0391245 -0.0257242 -0.00575278 -0.0316716 -0.00955596 0.0215677 -0.0151908 0.00434084 -0.0753486 0.000202238 0.00250174
internal_weight=73.7619 64.7814 63.8239 8.98051 4.33569 0.42337 0.167654 3.91232 2.28662 1.62571 1.97752 0.652798 0.160005 0.255716 0.0623438 4.64482 4.57212 4.36034 4.14519 0.175361 0.143918 0.102619 0.0824709 0.0625796 0.0466381 0.0318191 3.96983 0.0412991 62.3837 13.1728
internal_count=4034 2544 2527 1490 448 159 72 289 209 80 186 149 102 87 57 1042 1029 1020 1003 934 862 112 110 84 65 64 69 750 2497 581
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 0 1 1 1 1 2 1 0 0 1 0 2 2 1 2 2 0 1 0 2 2 0 1 1
split_gain=0.00393166 0.0316407 0.0301231 0.027232 0.0363274 0.0178025 0.0134079 0.0112787 0.00850056 0.0129174 0.0237396 0.00805696 0.00667933 0.0186601 0.110233 0.0691628 0.05327 0.0490917 0.0384399 0.0148413 0.0683672 0.0258124 0.0511959 0.0484146 0.0186216 0.0373323 0.142969 0.0545118 0.0664517 0.107035
threshold=0.45280081435000008 0.56065686655000013 0.56188437470000008 40.636252116050009 40.00488309970001 42.402981339000007 0.58415915690000009 0.4591329601000001 0.45368402140000008 0.46280051495000007 0.4662734648500001 42.536568606950006 0.44805544745000009 0.56341127510000011 0.5654770815500002 0.43837010870000009 0.57537199485000012 40.94178426300001 41.674196414850009 0.42473279245000012 43.077238082650005 40.664404858950007 0.54386096225000014 0.43590012275000006 0.5398790455000001 38.400997490450003 40.340071172300007 0.54228915300000013 0.42114008565000011 0.41853537320000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 -3 4 8 -5 -7 -8 -4 -10 -11 -9 13 19 -15 18 -17 -18 -16 24 21 22 -21 -24 -1 -26 -27 -28 29 -29
right_child=1 2 3 5 -6 6 7 11 9 10 -12 -13 -14 14 15 16 17 -19 -20 20 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.0004118609850644508 -0.10130517471144013 0.096524405162798935 -0.0026510042468035101 -0.10188092545505285 0.075436825279105127 -0.10033703997274357 -0.10088166384185387 0.07592978031001564 -0.10047679097342266 0.02538277421052032 -0.10163045313139381 -0.10005584712566062 0.0045055160091610853 -0.10490247534574489 0.06305163279103497 -0.10359786473681039 0.099353353363307362 -0.10050956822025532 -0.0039467054690413717 0.019731387486976497 0.077388563534925625 0.014867188167956361 -0.10677582403249547 0.010241625551574408 0.0048153151401425318 -0.04283048826096536 -0.025218436614349117 0.0040540825817318394 -0.016422916033924231 0.064008336768531099
leaf_weight=60.902328164921997 0.033523937565800188 0.029769191038212628 1.0303092652757184 0.045997381069554311 0.058715905208657548 0.012180325960272853 0.0058155274748514776 0.02113964110321831 0.022373668377337341 0.048522303317440674 0.021120902764428795 0.0029665211411042938 3.2814617233705681 0.11669300736185206 0.16138028302293606 0.087570980068221616 0.032572299163746266 0.019736518506611844 0.18245315988247057 0.14841753555082737 0.1384756885661802 0.52127777172626111 0.094462120075078815 0.056507619490730576 2.3776936907674999 1.0492784665184443 0.68157908348803209 1.2435992244262482 0.82352916317722691 0.39151975990796462
leaf_count=2375 19 4 7 173 56 96 10 8 57 17 278 248 75 22 42 38 24 28 35 10 85 42 59 9 48 39 16 68 26 20
internal_value=-1.73406e-06 -0.00538443 -0.00290879 -0.00524111 -0.00124038 -0.058874 -0.011888 0.0241173 -0.00525185 -0.0343734 -0.0131369 0.0542729 9.74505e-05 -0.000112097 -0.0176645 0.00338112 -0.0559031 0.0239435 0.0274994 4.1911e-05 0.0123937 0.00142674 -0.0219751 -0.0629765 -0.000133681 -0.00519288 -0.0108729 -0.000194549 0.0067425 0.0184098
internal_weight=73.643 1.33243 1.29891 1.26914 1.18104 0.0880994 0.042102 0.0299217 1.12233 0.0920169 0.0696432 0.0241062 72.3105 69.0291 0.600406 0.483713 0.13988 0.0523088 0.343833 68.4287 0.959141 0.820665 0.299387 0.15097 67.4695 6.5672 4.18951 3.14023 2.45865 1.63512
internal_count=4034 973 954 950 415 535 362 266 359 352 295 256 3061 2986 189 167 90 52 77 2797 205 120 78 68 2592 217 169 130 114 88
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 1 0 1 2 2 2 0 2 0 1 0 2 0 2 2 0 2 2 2 2 0 2 1 1
split_gain=0.00402279 0.0401872 0.0190675 0.134795 0.0412548 0.14062 0.0180186 0.0872559 0.0734638 0.0589156 0.0277288 0.0369596 0.0173812 0.0537555 0.0429688 0.0267125 0.0387939 0.194087 0.126577 0.0462279 0.116622 0.0856545 0.0528968 0.0088501 0.0264156 0.0316831 0.0565925 0.0152088 0.0674329 0.0129497
threshold=39.792680591700012 39.685256516350002 40.003678352300007 0.34554354660000003 39.952536079750011 0.37003383130000006 0.34674111555000003 0.49094338495000006 0.34494476210000008 38.625745710700009 39.051326806600009 38.179089776100007 0.5017514446000001 36.364346611650006 0.50465554925000011 0.37078231190000005 0.5223196910500002 39.011793722550003 0.52005927965000021 39.110279783550006 39.458743938000005 0.52284362740000012 39.184300550350009 40.137820134150012 40.206947806850003 40.316494640950005 0.48386275860000011 40.467253020850002 0.39591628995000006 0.39091643965000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 8 9 10 -8 11 -1 13 -9 -14 -16 17 18 -17 21 22 -18 -21 29 -25 26 -26 28 -27 -4
right_child=2 -3 23 4 -6 -7 7 12 -10 -11 -12 -13 14 -15 15 16 19 -19 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.00087662198565023218 -0.02257163000212245 -0.029426744217549056 0.0013846017577408139 0.040492158725332572 0.03771558349557301 -0.020365788854747394 -0.017800051313984648 -0.0048672470495118034 0.039391967298161266 -0.1058893588978819 -0.015354895686409254 0.043387625742081992 -0.030899836552249971 0.038971252550126345 0.027426480362561019 -0.032898223550843507 -0.063659621774500838 -0.093737399017872244 0.050419709004630955 0.096280032075051425 -0.0027164641321958849 -0.00091559492202795273 0.028148350418979975 0.016694384173235505 0.003750387340817118 0.019352187933006651 -0.035020914533401094 -0.00021009884421791327 -0.0081573887160492874 -0.016794653657938419
leaf_weight=1.6186703341777851 1.0354055391508148 0.49652944707486391 0.80360096543074877 0.77232192829251312 0.88704223465174425 0.74680645600484041 0.18230237082482048 0.80999410002141192 0.54970325685676469 0.13011470809215098 0.87468784418888379 0.23409169973751875 0.49888626433676009 0.42725467585842125 0.32399916695430775 0.38929149493173909 0.22502604324836184 0.26506020326633006 0.34298988311275025 0.20343342306387036 0.9890962685282858 6.5692163008648512 0.25907898290915909 0.94699674227569985 0.80316604673862346 1.9146681347629049 0.70864939289322137 47.103768460716609 1.666713100287154 0.76472384861460441
leaf_count=180 9 30 17 8 10 39 49 33 26 11 21 21 16 38 9 36 6 21 22 9 42 623 40 31 9 32 36 2535 29 46
internal_value=-2.46216e-06 -0.00144017 0.000378002 0.00759774 0.02058 0.0105743 -0.000507096 -0.00235464 0.00604146 -0.0544873 -0.000680158 0.00624778 -0.000913729 0.0102713 -0.00228852 -0.000796564 -0.00178586 -0.0204139 0.00612668 0.000467212 0.0166659 -0.00299368 0.0581157 -7.61419e-05 0.000142344 -0.000157956 -0.0144233 0.000267545 0.00654971 -0.0074797
internal_weight=73.5433 15.3894 58.1539 3.44158 2.40617 1.51913 14.8929 11.6157 3.27715 0.312417 2.72745 1.85276 11.3033 1.23725 10.0661 9.56719 9.24319 0.997342 0.732281 8.24585 1.45161 6.79424 0.462512 54.7123 53.144 52.197 1.51182 50.6851 3.58138 1.56832
internal_count=4034 1233 2801 66 57 47 1203 955 248 60 222 201 895 71 824 808 799 79 58 720 91 629 49 2735 2672 2641 45 2596 61 63
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 2 0 2 2 0 1 1 0 1 1 0 0 2 1 1 2 0 1 2 1 0 1 2 1
split_gain=0.0045902 0.0260336 0.0891863 0.0254151 0.00965742 0.0465991 0.070167 0.0382919 0.0298275 0.0258899 0.0283889 0.0211168 0.0277283 0.0406365 0.432674 0.0350235 0.156679 0.142105 0.0854894 0.0778781 0.0386055 0.0872913 0.0609986 0.0499033 0.199607 0.120748 0.0846717 0.0264832 0.0788692 0.0793701
threshold=0.48537468940000006 0.48797940185000005 41.50623664750001 0.48386275860000011 43.182896969600009 42.67709657435001 42.940640897800002 0.50410167360000013 42.622319549950006 43.680097826700013 0.55832160710000012 0.34587287805000005 0.34739977845000009 0.49649711085000009 0.35862698720000002 0.37003383130000006 0.5054040298000001 0.50278434775000014 35.509685375550013 0.37078231190000005 0.38552737940000009 40.137820134150012 0.51505942935000004 0.38976377950000002 38.121007182500009 0.39019789825000006 0.5231430197000001 0.39382054430000007 38.334060527150008 0.39045238170000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 8 7 -7 11 10 -6 -3 -13 -14 -15 16 17 18 -16 -17 21 22 -21 24 -22 -25 -27 28 -28 -30
right_child=1 4 -4 -5 9 6 -8 -9 -10 -11 -12 12 13 14 15 19 -18 -19 -20 20 23 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=-0.00045836025469585289 0.036631144042402079 0.024495765845649834 -0.0048045414087581713 -0.020695984599683435 0.026611889955600317 -0.10822482792484139 -0.007045745831957404 -0.031044333351700829 0.027728126961240523 -0.0021516109571823104 -0.0025460556701628976 -0.011309710807114133 -0.016287534486846639 0.10231955731028637 0.010758299482987004 0.044170891688021199 -0.061789437799848794 0.052837148500213461 -0.04099458599016171 -0.024468800989671451 -0.029304973959133864 -0.039335475884726828 0.020495602745700735 -0.057349202441154226 0.068202763142772974 0.031143981114593655 0.0014094617435283265 0.00086574497685593717 0.0081541925884737326 -0.10376708889690026
leaf_weight=34.759930316309323 0.85189362103119437 0.3473570197820689 1.3311418532291268 0.63182467012666066 0.87757591761328535 0.11683156838989706 0.94068399967954974 0.14291803819610038 0.39228814267607859 2.0003036744496034 0.539003060167488 2.1280591879040029 1.3681600359148003 0.41806282600737432 0.65654999026674266 0.40854701353237288 0.49546480178832997 0.41686707688495506 0.62117186962859705 0.49105246167164585 0.37622759351507085 0.7792442356731043 0.78243731203838252 0.35583834722638386 0.47499955119565129 0.91487426092783408 0.71853304044066391 18.807601565115728 0.10119283199310303 0.16948864355254045
leaf_count=1346 33 19 37 30 38 7 49 39 13 699 35 17 41 30 18 12 9 14 49 37 23 35 15 14 21 36 23 1229 4 62
internal_value=-5.19883e-08 0.0007628 0.0113651 -0.000819649 0.000117035 -0.00041583 -0.0197501 -0.065759 0.000327492 0.00517365 0.0155174 -2.11404e-05 -0.000300501 0.000525709 0.00137805 -0.000210194 -0.0123238 0.00213901 -0.0144017 0.000877967 0.000140124 -0.0129734 0.00315751 0.00136823 0.025106 0.000409109 0.00140143 2.69303e-05 -0.0159212 -0.0619259
internal_weight=73.4161 38.0244 2.18304 35.3918 35.8413 32.4245 1.20043 0.25975 31.224 3.41688 1.41658 30.8317 30.4844 28.3563 26.9882 26.5701 2.19005 1.69459 1.27772 24.38 23.9715 2.05273 1.27349 21.9188 0.851227 21.0675 20.7117 19.7968 0.989215 0.270681
internal_count=4034 2658 70 1376 2588 1816 95 46 1721 772 73 1708 1689 1672 1631 1601 90 81 67 1511 1499 87 52 1412 44 1368 1354 1318 89 66
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 2 0 2 1 1 1 0 0 0 2 1 2 2 0 1 0 0 1 0 2 0 1 2 0 1
split_gain=0.00498005 0.0214781 0.037169 0.0116268 0.0141218 0.0098265 0.0426309 0.0260402 0.020696 0.0193026 0.0214379 0.0275356 0.00898865 0.010105 0.00705561 0.0389494 0.0173295 0.0586001 0.0272542 0.0762756 0.00857177 0.00532066 0.0229028 0.05381 0.09026 0.017302 0.012481 0.0391534 0.0333072 0.0318089
threshold=35.171584490050009 0.49880243110000005 0.34398670700000006 33.151194885250007 0.31100865245000009 35.050303764500008 0.51505942935000004 34.41230404325001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.52453519355000011 0.5681267027500001 0.56859076075000015 36.242939472700009 0.38780276035000005 36.79544512155001 36.364346611650006 0.5223196910500002 0.39736834230000012 0.50086823750000009 0.48447651265000008 0.34494476210000008 0.48797940185000005 41.50623664750001 0.48351845755000006 0.34608245260000009 41.919251152600005 0.48119816770000007 0.34623214870000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 -10 -11 -12 -13 -14 15 20 17 -16 -19 -20 -2 25 -23 24 -24 26 -18 -28 29 -29
right_child=14 5 -4 -5 -6 -7 7 -9 9 10 11 12 13 -15 16 -17 21 18 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.10017590062209092 0.050579986128105228 0.054540357036747193 -0.084679969626832829 0.078430496796473514 -0.10036002536770655 -0.013007747609779055 -0.10370283948425657 0.0014850613373114598 0.10016559774902374 -0.1018403141937425 0.10034200483966492 -0.10041459054946765 0.10020136017939552 -0.10011037766903125 -0.10876214131291367 -0.0073007248867571128 -0.00068277225550450146 0.044837446816593317 -0.10402723794011021 0.047820603171135401 0.020171378193363208 -0.018674968317227359 0.050206865202615261 0.00039206653624541341 0.0027328331230191205 -0.010724267793643995 0.0016672020809566021 -0.10068706073780653 0.078455877252019898 0.031508030925626533
leaf_weight=0.0053006839007128095 0.16880538274381729 0.1405818939851996 0.080785237869342663 0.023529458099801559 0.010404292604004439 0.59448152223075856 0.041914689558325446 1.0713068773816807 0.011882538441568613 0.030549174174666405 0.018574993126094341 0.0175429804758096 0.0060645067133009434 0.0043068951490663476 0.064098429917708866 0.59404034640992043 31.821005102568559 0.083561846078296753 0.066165830940008163 0.066154972811926172 0.20561083592474461 0.58174017304555192 0.59009102615526998 32.454581392748622 1.2463579252144255 1.6550000654533494 1.3515306739030126 0.022791581549426954 0.13487542967777699 0.090388620846784562
leaf_count=1 37 13 49 17 62 11 4 41 3 3 2 27 1 137 35 67 960 13 4 44 11 18 31 2172 37 34 74 10 4 112
internal_value=3.25712e-06 -0.00484729 -0.0458978 0.0339562 -0.0326759 -0.002304 0.00243501 -0.00365834 -0.0457734 -0.0184673 -0.0367654 0.00599681 -0.0567831 0.0170186 0.000143413 0.00862063 2.65115e-05 -0.0248026 0.000126096 -0.0281095 0.0338811 0.000125895 0.00100058 0.00133437 0.0179873 -0.000743736 -0.000249496 0.00836979 0.0448888 0.00488734
internal_weight=73.254 2.05723 0.12002 0.0392344 0.015705 1.93721 1.34272 1.20214 0.130836 0.0889211 0.0770385 0.0464894 0.0279144 0.0103714 71.1968 0.968457 70.2283 0.279981 0.215883 0.132321 0.374416 69.9484 34.8728 34.291 1.83645 35.0756 33.4206 1.59959 0.248056 0.11318
internal_count=4034 371 129 80 63 242 231 218 177 173 170 167 165 138 3663 115 3548 96 61 48 48 3452 2258 2240 68 1194 1160 200 126 122
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 2 0 0 0 2 1 2 1 0 0 0 1 1 1 2 2 0 0 1 0 0 1 1 0 2
split_gain=0.00410284 0.0189093 0.0321947 0.0100779 0.0127742 0.00788489 0.0356308 0.024066 0.0641954 0.005751 0.0320364 0.0159749 0.0227342 0.00738285 0.00468012 0.0310723 0.0301796 0.0151853 0.0590847 0.0490769 0.0466626 0.0529887 0.0255396 0.0176528 0.0513877 0.0197004 0.0236996 0.0231531 0.0669135 0.149985
threshold=35.171584490050009 0.49880243110000005 0.34398670700000006 33.151194885250007 0.31100865245000009 35.050303764500008 0.51505942935000004 0.53749887730000012 0.54499865270000014 36.242939472700009 0.38780276035000005 36.728658719300007 0.39712882845000003 0.50086823750000009 0.4815274992000001 0.48119816770000007 0.34467530910000005 0.34575312120000007 0.3453339720000001 41.50623664750001 40.563919884450009 0.48447651265000008 0.48271009850000007 0.3459626957000001 0.48447651265000008 0.48597347385000006 0.34739977845000009 0.35275889945000011 0.50008981770000005 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 -9 10 13 12 -11 -2 15 -13 -16 18 19 -18 -20 -22 -19 -24 -25 -26 -27 -28 29 -29
right_child=9 5 -4 -5 -6 -7 7 8 -10 11 -12 14 -14 -15 16 -17 17 22 20 -21 21 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.10015914156409432 0.046680256230634133 0.050554245180317203 -0.081373177094231974 0.075217953496683407 -0.10032568908352069 -0.011620089606871791 -0.049171714738958601 0.075796058774487821 -0.0068574773876749762 -0.042319975099894241 -0.0065478742393405322 -0.00012290185640458743 0.027989591860367615 0.018243713137368181 0.016201799233005139 -0.015467022385862533 0.017005739918548202 0.017934326796357959 -0.00085221719935183067 -0.0059858802297344232 -0.03704792953363352 -0.0030323951466800026 0.0079903927451227923 -0.024253796630666947 0.013711064763679955 -0.0099397627505186589 0.010275011498752144 0.026277912632123687 0.00080607998770734551 -0.081699120388553301
leaf_weight=0.0047970190644004438 0.16483549817894338 0.13671206514345602 0.075918530438252696 0.022153883925057016 0.0094172513510795142 0.59869075819750639 0.10455307192751195 0.10393053914594907 0.98031236151206658 0.18906468671201948 0.59599759351274972 22.964618308556883 0.060770707379058431 0.20465590432286263 1.22407642379403 1.4002130917506281 1.7720009307377034 0.88056091086659805 1.6829565232619645 1.95015247259289 1.1640070423018185 0.75500670471228648 3.0401118118315997 0.84919853246537158 1.1177724176668551 2.1465762378647986 2.4385359380394247 0.22572799550835121 26.036999398903813 0.29910217878545531
leaf_count=1 37 13 49 17 62 11 16 6 196 39 67 1024 42 11 12 16 23 59 11 35 27 24 21 11 21 24 44 21 2041 53
internal_value=2.73617e-06 -0.00442289 -0.0443124 0.0330521 -0.0326663 -0.00209514 0.00220699 -0.00335297 0.00106531 0.000129385 0.00779473 2.39568e-05 -0.0252177 0.0309297 0.000114114 -0.00100471 0.000712144 0.000284707 -0.00387582 0.00495971 -0.0130062 -0.023665 0.00110751 0.00069768 2.81533e-05 0.000667248 0.000199143 0.000949614 9.34868e-05 -0.0352585
internal_weight=73.1994 2.03649 0.112287 0.0363682 0.0142143 1.9242 1.32551 1.1888 1.08424 71.1629 0.965489 70.1975 0.249835 0.369491 69.9476 24.3648 45.5828 44.3587 7.32412 3.72215 3.60197 1.91901 37.0346 36.154 33.1139 32.2647 31.1469 29.0004 26.5618 0.52483
internal_count=4034 371 129 80 63 242 231 218 202 3663 115 3548 81 48 3467 1040 2427 2415 120 58 62 51 2295 2236 2215 2204 2183 2159 2115 74
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 0 0 1 1 0 1 1 1 1 2 1 1 2 0 0 0 2 0 1 2 2 2 1 0
split_gain=0.00405541 0.0373484 0.0173182 0.0154302 0.0855866 0.121945 0.0597117 0.016464 0.0179023 0.0241565 0.0173023 0.0142348 0.0769893 0.0111057 0.02273 0.0150226 0.00976824 0.0227245 0.00867753 0.00857934 0.0600909 0.0439913 0.101545 0.0311388 0.10578 0.0627539 0.0299681 0.104721 0.0366738 0.142967
threshold=0.54386096225000014 0.54300769440000007 0.54136103710000005 0.55257327625000008 0.42114008565000011 41.147265497500008 0.55386066285000013 0.57619532350000013 0.4301667614500001 0.43691805635000008 0.56341127510000011 0.39476362980000007 0.41911918805000009 0.4445375887000001 0.44521122120000006 42.402981339000007 0.41615520495000008 0.40301188585000008 42.536568606950006 0.5223196910500002 0.5231430197000001 0.51675099550000014 39.051326806600009 0.51401155655000019 0.37413550490000008 40.098777110850008 42.360359531950003 41.257403903850005 0.39542229275000007 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 11 -6 -5 8 -8 10 -10 -2 -13 -9 -15 -16 17 19 -17 21 -21 23 -23 24 -1 -26 27 28 29 -22
right_child=3 -3 -4 6 5 -7 7 13 9 -11 -12 12 -14 14 15 18 -18 -19 -20 20 26 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00023885812031828997 -0.011658287202544984 0.020139956839122636 -0.010884299714587271 0.073184078623881529 -0.084653471224075405 0.009543103645287869 -0.01160107247999923 -0.10130774982660978 0.049359857727840913 0.00039429458852101822 0.0064604367900583347 -0.010463177414880207 0.043678865124547182 0.098500907675338756 -0.10027494530841448 0.021935845927451236 0.0052562383601202529 -0.018346196249700141 -0.10015939373937666 0.027206046665128766 -0.013119281840354767 0.017059179669665012 -0.044676720058096267 0.018155159198690946 -0.0083566020213668019 -0.076496427718625901 -0.0090633041488986515 0.030672657077203676 -0.011366398817096619 0.050784985109575555
leaf_weight=46.662790886945722 0.52102709182873441 0.93300851550884445 1.4325589410309465 0.11092839801676735 0.3117819447761575 0.24576805436799987 1.1270939235668027 0.02338174714175556 0.17773631092867948 4.8221753028432772 0.19959196470881579 0.76049492005199659 0.40119404927827418 0.012901831479894099 0.02901606421173808 0.028180038172649802 3.6491513526598984 0.67299969427469974 0.0073364764552081843 0.92007715528597867 1.0384541330350887 0.44335270463488885 0.66764368158021625 0.93526644384837609 0.2570027348124303 0.28507943050351514 2.40751649358549 1.1735675594391066 2.3274575706404903 0.52813092828728248
leaf_count=1702 17 17 30 18 29 21 95 36 33 267 27 50 13 10 554 11 135 68 309 23 50 31 41 27 26 50 170 65 90 19
internal_value=2.93935e-06 0.000278054 -1.42335e-05 -0.00201324 -0.00917561 -0.0431316 0.000440843 -0.000814606 -0.000175711 0.00230096 0.0266677 0.00207535 0.008235 -0.0409077 -0.0226696 -0.0468949 0.000237056 -7.70041e-05 -0.00328478 0.000136282 0.00309112 -0.000367391 -0.0200405 8.66319e-05 -0.000271358 -0.0441911 0.00012293 0.00448712 -0.00340455 0.00842428
internal_weight=73.1127 64.3341 63.401 8.77861 2.24027 0.55755 6.53834 6.42741 6.3266 5.1995 0.377328 1.68272 1.16169 0.100816 0.0774344 0.0645326 61.9685 58.3193 0.0355165 57.6463 8.3952 49.2511 1.111 48.1401 47.2049 0.542082 7.47513 5.06761 3.89404 1.56659
internal_count=4034 2544 2527 1490 130 50 1360 1342 422 327 60 80 63 920 884 874 2497 2362 320 2294 417 1877 72 1805 1778 76 394 224 159 69
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 2 1 1 2 0 1 1 1 0 0 0 2 0 0 2 2 0 2 0 0 2 2 0 1
split_gain=0.00400279 0.0193685 0.0143382 0.106058 0.0668597 0.0753673 0.0560773 0.0214811 0.0301233 0.0198093 0.0333191 0.016415 0.0274763 0.102136 0.0903989 0.0700386 0.0426726 0.084919 0.0488589 0.038983 0.0442891 0.0645407 0.0653269 0.0479432 0.0271533 0.120056 0.0198376 0.106481 0.0954612 0.0365369
threshold=39.896141435400004 40.003678352300007 0.34524415440000006 0.48028502140000007 0.47997065955000012 0.4784437592000001 39.525197829750006 0.36006406990000012 0.34988473400000003 39.051326806600009 0.47464147780000004 0.36491422415000008 0.37003383130000006 0.37413550490000008 0.50278434775000014 0.51675099550000014 0.5223196910500002 38.179089776100007 0.5231430197000001 0.53866650695000018 36.893814626400008 38.244973486750006 0.52863686715000002 37.73036952315001 0.54228915300000013 0.54386096225000014 38.903925214650009 38.625745710700009 0.56719858685000013 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 9 8 -5 10 -1 -9 14 -14 -13 -15 17 -17 -18 20 -20 23 -23 -22 -21 -26 27 29 -28 -27
right_child=1 -3 3 7 -6 -7 -8 11 -10 -11 -12 12 13 15 -16 16 18 -19 19 24 21 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.00072820349245621878 0.0092885979581015122 1.4726059599751293e-05 -0.092515628255041574 -0.0054769408034567556 -0.12849660982846953 0.046441328231071249 0.03421772559098326 -0.0166346344160677 0.039732248123812187 -0.015666288674289163 0.04152611049761272 -0.015493517477365257 -0.050954926074580978 0.039174752371212443 0.04276392149006035 0.01391207244850819 0.021531848325031688 -0.058903581029247969 0.0039326773713967622 0.0073272230834581439 -0.1052487910483903 0.01958551660488855 -0.033890943042134213 -0.026206034303100013 -0.10435156867164629 0.0079163684487243893 -0.065385630883959753 0.082323284254510617 0.0058432992276718975 -0.02179405779029665
leaf_weight=1.6791805729285156 2.3491629276131212 54.461434107312321 0.080134596391844393 0.29527514521032472 0.10338860750198364 0.07609834591858089 0.53376641357317556 0.76527012021688179 0.29426128208433511 0.70586976784397837 0.20994993716158195 0.52995078436697329 0.42722080985549737 0.41537460488564093 0.53549698973074555 0.28194693561090289 0.87121004599612106 0.37078598409425467 0.75188937838390701 3.0268029892176851 0.15700467695648945 0.36291788066614572 0.61647350517159794 0.15009711168249851 0.11943129945575526 1.100794612313621 0.26051803785958316 0.15845074639862478 0.67737623512920564 0.6633469064222991
leaf_count=194 30 2735 49 10 1 7 17 29 31 14 15 28 26 31 15 23 19 26 36 29 21 38 25 21 10 7 44 13 63 427
internal_value=2.62023e-06 0.000398208 -0.0013829 -0.00283639 -0.0661142 -0.0248321 0.00469883 -0.00155612 0.0170888 -0.00137292 0.00396776 -0.00245397 -0.00150843 -0.00307363 0.0137868 -0.00102485 -0.00276984 -0.027451 -0.000963019 -0.003399 -0.0153484 -0.0266173 -0.014075 -0.0666164 0.000656041 -0.0061201 -0.00201873 0.00379772 -0.0139419 -0.00325525
internal_weight=73.0309 56.8106 16.2203 13.0915 0.259622 0.156233 3.12877 12.8319 0.589536 2.595 1.88913 12.2424 11.4771 10.4116 1.06545 9.98442 9.56905 0.652733 8.91631 8.0451 2.03838 1.28649 0.979391 0.307102 6.00672 2.97992 2.86049 1.92259 0.937894 1.76414
internal_count=4034 2765 1269 1029 57 56 240 972 41 223 209 931 902 859 43 833 802 49 753 734 141 105 63 42 593 564 554 447 107 434
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 0 1 0 2 1 0 1 0 0 0 1 1 1 2 2 1 2 0 0 0 0 0
split_gain=0.00395534 0.0411082 0.033038 0.130976 0.276428 0.201561 0.0428456 0.0280934 0.0249971 0.14312 0.13694 0.0632887 0.0623168 0.0456456 0.0410579 0.15867 0.129744 0.105802 0.0353428 0.182342 0.0767392 0.0428193 0.042325 0.0399918 0.149773 0.171655 0.0326266 0.0477273 0.0670728 0.0392004
threshold=42.066503896600004 42.094663496250007 41.919251152600005 0.49485045360000007 0.49949103320000005 0.3459626957000001 41.975471476700008 41.872294782850005 0.52507409960000018 0.37668033890000002 0.53158588065000012 43.525909308350002 0.3782970569500001 0.53866650695000018 0.35275889945000011 0.49485045360000007 0.49949103320000005 0.50706565670000014 0.3459626957000001 0.34575312120000007 0.34560342505000002 42.283941020600004 43.272784938550004 0.34542378970000004 42.753078181500008 0.47676716265000008 0.48306936920000004 0.48028502140000007 0.47943175355000006 0.39718870690000002
decision_type=2 2 2 2 2 2 2 2 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 -5 -4 -6 -1 9 14 -10 -11 -13 -12 15 18 -16 -18 19 20 21 -3 -20 24 25 -23 27 28 29 -26
right_child=1 8 3 4 6 -7 -8 -9 10 11 13 12 -14 -15 16 -17 17 -19 22 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00040382329476032209 0.024992052780990297 0.025374788872288369 -0.030317897085664888 -0.096470033636758712 -0.011466996476640007 0.048131686254843535 0.067481928338089942 0.012233432645794795 -0.10423981354805763 0.089161341422191412 -0.026486496538267863 0.092098985877960698 -0.10269058862054786 0.00081831165680312584 -0.090630165852052649 0.055758232407310974 0.039758783334268043 -0.046676923536601113 -0.020766578285473004 0.072585777054071848 -0.036554139431156867 0.025454352567566299 0.0047557265358737178 0.021534345968051847 0.0020207119086596138 -0.10345891790759981 0.020744830231270932 -0.015890916673201996 0.031835511261599163 -0.035620430857486694
leaf_weight=49.152595668491315 0.70081703801641992 0.74176019962693818 0.71195561376143179 0.44103646650910366 0.12764405593316042 0.60651856591221076 0.14896128898180905 1.8244256196227571 0.13675204907878225 0.26640813839508548 0.70794683424537641 0.028669842795352452 0.038450696681674446 4.5286602065703647 0.20046433784632789 0.53294127341359931 0.33054976823041216 0.24776201351824056 1.5610058947619898 0.36092753289244761 0.53708486856271598 0.15983338707592221 1.1130876046163392 0.79288706287968569 3.2144381299998419 0.29197993121488253 0.78857879270799447 1.5606157807633279 0.74367687478661526 0.30272805536924341
leaf_count=2183 15 22 33 3 33 10 21 30 172 19 44 7 98 620 100 11 26 21 33 80 39 33 23 36 122 31 8 14 6 141
internal_value=6.94113e-07 0.00120329 -0.000450464 -0.0129416 -0.0473193 0.00577013 0.0310497 4.84537e-05 0.000334403 0.00258555 -0.00545286 0.0672963 -0.0194882 -0.00287308 0.000984487 0.00235104 -0.0213035 0.00272775 1.19949e-05 0.0028721 0.000117256 0.00240838 -0.010143 0.000239554 -0.00215137 -0.0578546 0.00165609 -0.000929687 0.00455015 -0.00121912
internal_weight=72.9012 19.888 53.0131 2.03612 0.717642 1.31847 0.276605 50.977 19.1872 13.8139 5.37336 0.333529 0.0671205 5.23661 13.4803 12.7015 0.778776 0.578312 12.1686 9.49451 9.13358 8.5965 2.67409 7.85474 7.06185 0.451813 6.61004 5.82146 4.26084 3.51717
internal_count=4034 1721 2313 100 57 43 54 2213 1706 870 836 124 105 664 746 599 147 47 588 532 452 413 56 391 355 64 291 283 269 263
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 2 0 2 1 1 0 0 2 0 1 2 1 0 1 2 1 2 0 2 0 1 1 1 1
split_gain=0.00392329 0.015101 0.166121 0.0623294 0.0377199 0.060463 0.027625 0.0302595 0.0257701 0.0249828 0.0676136 0.0150495 0.118266 0.0137371 0.0346562 0.0261131 0.0185851 0.0175161 0.0274857 0.0186033 0.0808898 0.0438762 0.0287916 0.027456 0.0155771 0.0856865 0.015525 0.015241 0.0333388 0.0288662
threshold=43.631818398850008 0.48386275860000011 0.49094338495000006 43.680097826700013 47.927946529500012 44.169240047700008 44.262924377150007 0.37331217625000007 48.86568841230001 0.3782970569500001 0.39162001140000008 0.53866650695000018 0.50706565670000014 43.084235337800003 0.48797940185000005 0.34494476210000008 43.182896969600009 0.34311846950000008 0.47565941140000007 0.32388251845000005 39.110279783550006 0.32058920395000007 35.782584506850007 0.46898296455000005 42.940640897800002 0.48386275860000011 0.39408999735000005 0.34467530910000005 0.34485494450000004 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 5 -2 -7 -8 11 -10 -11 12 -5 17 15 -15 -16 18 19 21 23 22 -1 -21 27 -26 -18 -19 -29 -30
right_child=1 2 3 8 -6 6 7 -9 9 10 -12 -13 -14 14 16 -17 26 24 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.038694118011075723 -0.10168934434922464 0.10158745040601408 0.091502037872948527 0.002904401598799275 0.001408120051122036 0.062328034668158998 0.055145006314242656 -0.05587280752806198 0.10028048215368975 -0.10248481610485538 0.072423790313536504 0.0013627371746307492 -0.10267237348819121 -0.0062914448834658814 -0.010301343908747448 -0.031644318873826634 0.020788490562646048 0.0062370514702279733 -0.10274243119960524 -0.037274637608293734 -0.10254695162382342 0.054955114289108202 -0.10067600875934271 0.03305687914343914 0.072311792538734973 -0.010374137119216593 -0.0009023423394471132 -0.012360531540294902 0.012823412886878979 -0.00020019779038352669
leaf_weight=0.023280438124388847 0.094975314005102951 0.1781671386319349 0.073200216990699007 0.55162108988318848 3.3426120782387443 0.047690401323308151 0.033219441829714924 0.094091062489042088 0.044904965143359621 0.034379934993921779 0.061880661662932823 1.1418340147929198 0.13137049720543525 0.98168139531352527 0.71969361858282388 0.69308720151170533 0.64388537278864511 3.8426699918308875 0.035615689342193946 0.089981481832072774 0.096734831363505691 0.10502761221150081 0.040800258774526199 0.14486975039471872 0.18657052048953104 0.38180424972506444 0.67683371360908495 2.1930391838113641 1.7569457843283078 54.293133460623721
leaf_count=26 57 15 10 36 55 9 3 134 4 7 249 232 168 45 29 63 12 59 5 65 47 28 127 7 33 36 51 48 41 2333
internal_value=3.42226e-06 0.00249142 0.00898765 0.000897071 -0.00149587 -0.0374506 -0.0025874 -0.0269047 -0.00247645 0.0386872 0.00995434 -0.0056608 -0.0174028 -0.000213374 -0.00612288 -0.0167835 0.00262734 0.000134065 -0.0178613 -0.0118234 -0.025589 0.0151679 -0.050043 0.00610989 0.000288103 0.0167677 0.00967251 0.000137237 -0.000265207 0.00020804
internal_weight=72.7356 5.82995 2.21736 2.03919 3.61259 0.269976 0.175001 0.127311 1.96599 0.141166 0.0962606 1.82483 0.682992 66.9057 3.71518 1.67477 2.04041 63.1905 0.53631 0.500694 0.331586 0.169108 0.0640807 0.234851 62.6542 0.568375 1.32072 62.0858 58.2431 56.0501
internal_count=4034 979 721 706 258 203 146 137 696 260 256 436 204 3055 200 108 92 2855 305 300 119 181 153 72 2550 69 63 2481 2422 2374
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 2 1 0 0 0 1 1 1 1 0 0 2 0 1 2 0 0 0 1 1 2 1 1 0
split_gain=0.00392368 0.0765536 0.0392812 0.0221373 0.151087 0.0617912 0.0556468 0.0325879 0.0540885 0.0478935 0.0858694 0.0161001 0.0348921 0.0511965 0.0204425 0.0483164 0.0408515 0.0771624 0.0139373 0.026633 0.134588 0.219815 0.0320321 0.0158366 0.0304975 0.0239907 0.0316189 0.0274573 0.0681475 0.182038
threshold=0.48597347385000006 0.34521421515000011 0.48797940185000005 0.34656148020000005 0.35651627195000007 0.35275889945000011 43.426640904350009 0.34608245260000009 0.48386275860000011 0.48537468940000006 0.48306936920000004 0.34641178410000012 0.34674111555000003 0.34739977845000009 0.35275889945000011 0.49336846205000007 0.49787431515000008 38.478081868400004 0.48306936920000004 0.34584293880000011 41.535369675400013 0.48098859315000003 0.4815274992000001 0.48200652675000005 0.34569324270000007 0.34551360740000009 41.066313126200008 0.34515433670000012 0.34494476210000008 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 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 -5 -6 8 18 10 -9 -4 -13 -14 15 -15 17 -16 19 23 -21 -22 -23 24 25 27 -27 28 -1 -30
right_child=1 2 11 4 6 -7 -8 9 -10 -11 -12 12 13 14 16 -17 -18 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00099118503527732848 0.045003600491436042 0.026500448054785172 -0.008778793621521239 -0.025667489899412879 -0.10838566901540532 0.05333527370396747 0.031021805088453147 0.026005359467726738 -0.027478925176333453 0.032878725536540025 -0.022275953943064142 0.023739837650978868 -0.026634171201075807 -0.0041036651135538931 0.0087978114621438588 0.024154222038636708 0.00010494648913683253 -0.11369704995673116 0.0058875856423037465 0.0062116265838913845 0.0011430197721927146 -0.15093033528542396 -0.081999794299362466 -0.0065235827700138443 0.016426149605657216 0.00056332852008980118 -0.022652677549592867 0.0049634703895165182 -0.0013765214294918439 -0.071067053267865374
leaf_weight=9.9053796485369574 0.38658450078218365 0.56166328625898287 2.0395888816565195 0.18313982457488176 0.18333768889068924 0.21549234157872021 0.033932558574178984 0.71682115667772384 0.7638110734987994 0.70522205671295513 0.75778321386314929 0.62706846185028453 0.70996018871664901 1.271860727254537 0.11882910906570998 1.1541801529237998 29.156023681991549 0.090657409596076377 3.0418253510724744 1.2483401051722456 0.35492327251267841 0.14332351135089993 0.12729016749653965 3.7187772933393708 1.1434589420140344 1.3103408101014786 1.0621749119532067 8.9523739563483087 1.4447046594525979 0.50611864691745712
leaf_count=618 19 30 27 23 73 20 72 42 29 13 7 6 9 13 25 33 2450 23 30 7 20 2 53 29 31 11 37 182 79 21
internal_value=3.29191e-06 0.00074235 0.000263458 -0.000727627 -0.0195257 0.0170398 -0.0866135 -0.00040515 -0.00117112 0.0114448 0.00119412 -0.000155567 0.000375329 -7.54546e-05 0.000517647 0.00933992 -0.000211208 -0.0442131 -0.000561452 -0.00121716 -0.0127595 -0.0506188 -0.118507 -0.000445889 0.000483279 -0.000303138 -0.00983047 0.000783133 -0.00237335 -0.0194569
internal_weight=72.635 36.1164 35.7298 36.5186 0.615902 0.398632 0.21727 35.9027 33.7228 2.17983 1.4746 35.1682 33.1286 32.5015 31.7916 2.42604 29.3655 0.209487 32.959 29.9172 1.87388 0.625537 0.270614 28.0433 24.3246 23.1811 2.37252 20.8086 11.8562 1.95082
internal_count=4034 2635 2616 1399 188 43 145 1211 1149 62 49 2586 2559 2553 2544 46 2498 48 1120 1090 82 75 55 1008 979 948 48 900 718 100
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 2 2 1 2 0 0 2 2 2 2 2 2 2 2 2 1 0 2 1 2 2 2 0 2
split_gain=0.00436141 0.0397399 0.0137214 0.0105529 0.0298236 0.0217177 0.0274057 0.0143734 0.0217456 0.0806915 0.0439915 0.0168952 0.0137195 0.0189683 0.0402533 0.0195828 0.0157169 0.102133 0.0220612 0.0393363 0.0367143 0.0270192 0.0191527 0.00910039 0.0777648 0.0550471 0.0209211 0.0217295 0.0192577 0.0137978
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 40.377444152000002 0.34479506600000004 40.750688432250008 41.243661560350013 38.969453495950006 0.34311846950000008 37.999598532650005 0.46989611090000011 0.42018203045000008 41.32819714970001 41.481306584950012 41.571132012400007 41.741384785950011 41.872294782850005 42.434124620650003 42.719328117250008 44.756878345700009 43.426640904350009 0.34219035360000005 0.47754558250000007 43.631818398850008 0.3453938505000001 43.680097826700013 48.86568841230001 49.122847560300009 0.55677973715000018 43.084235337800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 -5 -7 8 9 10 11 -1 -8 -14 -15 -16 -17 22 -19 20 -20 -22 -18 29 -25 -26 -27 -28 -29 -4
right_child=2 -3 23 5 -6 6 12 -9 -10 -11 -12 -13 13 14 15 16 17 18 19 -21 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.10045333880595031 0.012668562777490395 -0.022413265098268662 0.00036460144945994885 0.01357907568488477 -0.017383575910505093 -0.036467759834325847 0.0086545997828591688 0.017902400692494623 0.0024811578053713194 -0.10411753464113627 0.10141834928208029 0.00017346390061314767 -0.012989696560672474 0.022404526540587912 -0.018727835270032401 0.015000345378731057 -0.10389588020585844 0.027240894375400976 -0.10081091377493129 0.0012003584821027519 -0.10072053379216522 0.019679214399146328 -0.0284730749998333 0.065841432639195827 0.089306902465439417 -0.005012442709318549 0.059907371528073843 -0.10035440979901074 0.051504902792216478 -0.0059958633203482433
leaf_weight=0.020500003831332214 0.89619876502547313 0.85870313983468882 51.044433896728421 1.2729780733613427 1.2463316577904566 0.2055348051293312 1.663525812985881 0.45227323678955134 1.4506332117402241 0.09134965227349312 0.04230143044696888 0.089667891341377981 1.1843410662304448 0.75774095243104955 0.63406745961765398 0.60769958840796778 0.1102742177768653 0.29530692908099387 0.07409514992722277 3.3997693002083338 0.024368522476400756 0.079273670805832808 0.048466205917065963 0.20063662808388594 0.067773647768263223 1.8861959992031798 0.098391447649191721 0.018826368116613423 0.015007328141031451 3.6548037424186068
leaf_count=92 15 31 2149 77 90 31 15 27 21 21 4 34 14 12 22 16 66 44 130 164 59 49 11 8 10 454 12 84 165 107
internal_value=1.40736e-06 -0.00154253 0.000391089 -0.000239175 -0.00507931 0.00134643 -0.000367691 0.00206423 -0.00216321 -0.0297955 0.0147335 -0.0185511 0.000467975 -0.00141947 0.00085262 -0.00224425 8.64037e-06 -0.00225115 0.000971232 -0.00119721 -0.047058 -0.00862937 -0.080868 0.000198006 0.00637844 0.00065968 -0.00231688 0.0361354 -0.0329955 -6.03816e-05
internal_weight=72.4915 14.6092 57.8823 13.7505 3.39306 10.3574 9.08446 2.14673 1.69445 0.243819 0.152469 0.110168 8.87893 7.2154 6.03106 5.27332 4.63925 4.03155 3.87281 3.57751 0.177737 0.103642 0.15874 56.9861 2.28683 2.08619 2.01842 0.132225 0.0338337 54.6992
internal_count=4034 1030 3004 999 289 710 633 199 172 151 130 126 602 587 573 561 539 523 446 402 238 108 77 2989 733 725 715 261 249 2256
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 2 1 1 1 1 0 0 1 2 2 2 0 1 0 1 2 0 1 0 1 1 1 2 1
split_gain=0.00379558 0.0533705 0.0142867 0.139745 0.0225812 0.123876 0.0668396 0.0653065 0.0198831 0.0323783 0.0563517 0.0163901 0.038016 0.0246577 0.0147691 0.0136547 0.0171938 0.0123658 0.0630078 0.0500885 0.183969 0.0355114 0.024342 0.101656 0.0580196 0.0867182 0.0680096 0.035572 0.224233 0.0292048
threshold=0.5398790455000001 0.54064249575000012 0.42473279245000012 0.54499865270000014 41.178189531300006 0.54386096225000014 40.750688432250008 0.41911918805000009 0.42922367590000005 0.43287626120000006 0.4349121284000001 0.55832160710000012 0.56294721715000018 0.45368402140000008 42.558389508100007 40.80591513400001 39.458743938000005 0.5216909673500002 0.38976377950000002 0.51675099550000014 0.38552737940000009 39.664548207900005 0.51401155655000019 0.37413550490000008 0.50465554925000011 0.37668033890000002 0.37668033890000002 0.37003383130000006 39.952536079750011 0.36698003050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 4 -4 6 -6 7 -3 -5 -10 -11 -12 -13 14 15 16 -14 19 -19 22 -21 -22 23 27 25 -25 -26 29 -29 -1
right_child=1 2 3 8 5 -7 -8 -9 9 10 11 12 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.00013381347516880192 -0.048489068542833025 -2.2574427943810808e-06 0.071325061212634197 -0.034732019091784257 0.00077645813154509919 -0.082786352883913117 0.017726932631225888 -0.029062010632034996 0.042886133393136051 -0.05985971439953456 0.020065055663652423 -0.034223759379695164 0.009174405187349707 -0.038434025022300755 -0.0049112984367315256 0.017846107620174422 -0.011078915932251063 0.038951136697466193 0.0017418985007666141 -0.096615299531784771 -0.016912721852144413 0.036307790953615991 0.016198030747912102 0.10053755288356055 -0.11073791029489113 -0.10215877796614976 -0.028772771143048659 -0.036096821583284498 0.071808942323645972 -0.022905554595015823
leaf_weight=44.878049446153597 0.23798214877024371 2.7949237088519108 0.28369357107840176 0.16561706059701453 0.81246466074844625 0.22695929854830865 1.360983778722584 1.069182257231432 0.17398651921827468 0.15758705422194896 0.40855905543986626 0.31771170631327539 1.2990411521508494 0.1488526289796227 1.5330818578280085 0.853153630275301 0.61883884073904472 0.47457017471333074 11.084019022179335 0.24733334062557233 0.26000837723404402 0.24212676318905579 0.91363259848219414 0.059059619903567451 0.16159219130076963 0.032844507127671285 0.27100158157598964 0.36095587379531835 0.41284346414613537 0.55702037271503613
leaf_count=1623 14 56 16 30 22 102 12 41 44 24 35 30 67 934 62 41 35 29 524 16 25 23 30 4 20 56 40 23 28 28
internal_value=8.79418e-07 -0.00158703 -0.000673966 0.00283083 -0.00400847 -0.0174696 -0.00133066 -0.00804297 -0.000592334 0.00043367 -0.000950328 0.000842089 -0.000804158 0.00158027 0.00296412 0.00732122 0.0026393 0.000330951 0.00326963 -0.000370896 -0.0260218 0.00874991 3.25829e-05 -0.00028345 -0.0440602 0.0280984 -0.0593902 0.000213442 0.0214739 -0.000148642
internal_weight=72.4177 12.4626 12.2246 5.96012 6.26451 1.03942 5.22509 3.86411 5.67643 5.51081 5.33683 5.17924 4.77068 4.45297 4.30412 2.77103 1.91788 59.9551 11.5586 48.3965 0.749468 0.502135 47.647 46.7334 0.524498 0.0919041 0.432594 46.2089 0.773799 45.4351
internal_count=4034 1565 1551 1318 233 124 109 97 1302 1272 1228 1204 1169 1139 205 143 102 2469 553 1916 64 48 1852 1822 120 60 60 1702 51 1651
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 2 0 1 1 2 0 0 1 2 2 2 0 1 1 0 0 1 0 0 0 1 2 0 1
split_gain=0.00378388 0.0658684 0.247306 0.0315862 0.0277672 0.0245005 0.0407263 0.0696126 0.0290065 0.100494 0.0292461 0.0210172 0.0571796 0.0207389 0.0194374 0.0288512 0.0336206 0.0188537 0.0186964 0.0537297 0.0277171 0.0808068 0.0489454 0.0236511 0.0176421 0.0219296 0.0157923 0.124934 0.055664 0.0248888
threshold=0.48068920095000006 0.34584293880000011 0.47997065955000012 0.48098859315000003 0.34467530910000005 0.34542378970000004 42.094663496250007 0.48271009850000007 0.34566330350000002 0.34569324270000007 40.720231579350006 0.4815274992000001 0.48244064550000004 0.34575312120000007 41.942745071500006 40.280372415600006 38.334060527150008 0.47916230050000003 0.34566330350000002 0.34551360740000009 0.47883296910000012 0.4784437592000001 0.34479506600000004 0.47976108500000009 0.47883296910000012 0.47736594710000008 0.3459626957000001 41.535369675400013 0.48306936920000004 0.34641178410000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 14 -2 -5 6 7 -6 10 -10 -7 -11 -13 -14 15 16 -3 24 19 20 21 -1 -22 -24 25 -16 27 -15 -29 -28
right_child=3 2 -4 4 5 8 -8 -9 9 11 -12 12 13 26 17 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00038421259231539691 0.015335865087339537 0.065880813795068383 -0.12280855427437308 0.01501117811487083 -0.00055579168104002909 -0.0012806812094614236 0.0049252826889737509 -0.032406942800111214 -0.045765584841684956 -0.010886527980911909 0.0197823640725759 0.039576013637705527 -0.018173212845789502 -0.010892784184864387 0.038743730086312017 0.087073857906042412 -0.084753846643201958 -0.10101598439233467 0.015521579615558938 -0.020053069859599239 -0.0084308454495339961 -0.048972764383083796 0.02580830322966042 0.0075408171965196244 0.10030507818002349 -0.065934310017749798 -0.0095731357300496821 0.0041609893179865949 0.045690399592490008 0.00075934308890493463
leaf_weight=12.981850075052353 1.3875257349573065 0.032117541258048443 0.19826474306319142 1.2097746965009708 1.5306855775415891 1.1807317510247224 1.671573703875765 1.2437145963776854 0.47983076516538758 1.6259885054314498 1.4924729741178451 0.37500410892431446 0.5957634299993505 1.6590779516845935 0.044504276424394362 0.085231985344080385 0.027506427135463696 0.017431113286875188 0.72048918585187394 1.3584775299981959 1.3237443300895382 0.35154785235317909 1.1635836772911718 1.8131812914507461 0.018338995054364204 0.036367839144077152 2.5041623730212441 0.52051719167502575 0.84945151209831238 33.768747908851793
leaf_count=774 16 37 7 12 16 9 27 32 18 15 38 8 4 12 101 41 10 4 35 28 14 19 27 25 2 27 16 52 7 2601
internal_value=-4.53023e-09 -0.00116283 -0.0385795 0.000450273 4.29535e-05 -0.000322885 -0.00740507 -0.0148341 0.000376027 -0.00026126 0.010479 0.000259863 0.000709892 0.000344584 0.0252819 0.0497469 -0.00361173 -0.00510067 -0.000290159 -0.000889988 0.000586293 -0.0016653 0.00756717 0.0146814 0.0117514 -0.00832953 0.000625288 0.00756201 0.0299114 4.60227e-05
internal_weight=72.2677 20.1726 0.459763 52.095 50.7075 49.4977 4.44597 2.7744 45.0517 42.3785 2.6732 41.8987 40.2727 39.8977 0.261498 0.144856 0.059624 0.116642 19.7129 18.9924 17.6339 13.3334 4.30051 2.97676 0.0992111 0.0808721 39.302 3.02905 1.36997 36.2729
internal_count=4034 1151 229 2883 2867 2855 75 48 2780 2733 47 2715 2700 2692 222 88 47 134 922 887 859 793 66 52 130 128 2688 71 59 2617
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 0 1 1 0 0 2 1 0 0 1 1 2 2 1 0 0 1 0 2 0 2 2 2 2
split_gain=0.0047135 0.0292838 0.0153042 0.0303455 0.0647884 0.124586 0.157199 0.0552245 0.0324013 0.0538556 0.0585919 0.0219654 0.0128518 0.0282573 0.0608234 0.0471093 0.0207907 0.0393289 0.0176254 0.0117918 0.0415559 0.0256452 0.0209584 0.0851908 0.130319 0.049458 0.125573 0.0339998 0.0727134 0.0648293
threshold=41.218101594450012 41.147265497500008 41.741384785950011 0.34503457980000002 41.571132012400007 0.48119816770000007 0.50008981770000005 0.34485494450000004 0.34530403280000005 0.48068920095000006 0.50922128080000018 41.770271989050009 0.34311846950000008 0.46989611090000011 0.46898296455000005 0.33992994225000006 0.33750486510000005 39.458743938000005 34.466665687600006 0.34440585610000002 0.47808448850000007 0.47769527860000011 0.37078231190000005 0.51191581090000016 37.784765830350004 0.48597347385000006 39.861052345600008 40.94178426300001 40.563919884450009 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 7 8 -6 -7 -2 -5 -10 -11 -4 13 14 15 16 17 18 -1 -14 21 -21 25 24 -24 27 -27 28 29 -22
right_child=2 -3 11 4 5 6 -8 -9 9 10 -12 -13 19 -15 -16 -17 -18 -19 -20 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.048674569255535871 -0.0078518133943095963 0.023270482201224109 0.017146878404257809 -0.02394373274846727 -0.0060599463845754029 -0.15362930888930049 -0.011473675303694966 0.02718378741726158 0.0107189790033953 -0.015875671155443843 0.012749773700258156 -6.5194333274440854e-05 0.01007294179045609 -0.051641660277880599 0.10117743572485892 -0.088911392610046713 0.099561550854552261 0.050145163547361038 -0.074989177921321398 -0.0056546877749666944 -0.0031058993665206655 -0.029410318567198362 0.011811550692661535 -0.00016399179963374336 -0.11212540663140852 0.00092335278217026303 0.043898038282099566 0.013564927198448993 -0.017944391607215265 0.016643266369972216
leaf_weight=0.014021656134480476 1.0376402931811926 0.57041904366815188 0.76431917014115214 0.70004804173322543 0.63351152621726203 0.15729348734021187 0.15390130625111453 0.79427549429237831 2.3317123663582606 2.8172115455381577 0.95826500011607851 24.761460135651557 1.2792615013313469 0.15082945665744774 0.050737143465084955 0.069228970587573713 0.022027902137779165 0.069736038240705511 0.064736485881908834 1.3766194063645181 5.2540060287810828 0.67837361712008704 0.16809543209887934 17.740948549735876 0.17129824108505076 2.0330793647608512 1.0216063680418299 1.8135257163085032 2.0773998519289307 2.431345290504396
leaf_count=62 46 31 15 18 29 2 51 6 12 54 70 1899 23 14 12 18 7 27 65 154 65 8 16 1094 36 100 42 15 20 23
internal_value=1.16758e-06 0.000787813 -0.000829116 -0.00423643 -0.00697185 -0.0315122 -0.0833263 0.0073388 -0.00356615 -0.00123033 -0.00861016 0.000450187 0.000436329 -0.0165252 0.00170826 -0.0193418 0.00890219 -0.00454639 -0.0529728 0.000643995 0.000297047 -0.0134967 0.0011636 -0.00111341 -0.0507417 0.00397742 0.0152958 0.000990801 -0.00134497 0.00314197
internal_weight=72.1669 37.0573 35.1096 9.58386 7.75194 0.944706 0.311195 1.83192 6.80724 6.10719 3.77548 25.5258 36.4869 0.441318 0.290488 0.239751 0.170522 0.148494 0.0787581 36.0456 34.7663 2.05499 32.7113 18.0803 0.339394 14.631 3.05469 11.5763 9.76275 7.68535
internal_count=4034 1832 2202 288 236 82 53 52 154 136 124 1914 1801 205 191 179 161 154 127 1596 1573 162 1411 1146 52 265 142 123 108 88
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 2 1 0 0 0 2 0 0 0 2 1 1 1 1 0 1 2 0 1 2 2 2 0
split_gain=0.00406268 0.024175 0.0126799 0.00889568 0.0110897 0.0531513 0.0548389 0.146423 0.0783112 0.0970657 0.151035 0.0658286 0.10705 0.0876768 0.0457826 0.0628801 0.0439356 0.0520475 0.121778 0.0370758 0.0330062 0.0318578 0.499861 0.05319 0.105802 0.140238 0.0899462 0.0393484 0.0356041 0.045076
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.47943175355000006 41.257403903850005 41.872294782850005 41.481306584950012 41.535369675400013 0.3459626957000001 0.49336846205000007 0.50465554925000011 0.48200652675000005 41.289992964000007 0.48306936920000004 0.54386096225000014 0.55769288345000012 40.844669808050007 0.42290649980000011 0.34560342505000002 0.34488488370000009 0.34509445825000007 0.49053920540000012 0.34739977845000009 42.047301293400004 0.51080805965000009 0.42039160505000012 42.066503896600004 42.779078631750004 42.094663496250007 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 16 6 11 -8 -9 -10 -11 -6 -13 -14 -12 -16 -5 18 -18 -7 -21 27 -23 24 -24 -26 -25 -22 -28 -30
right_child=2 -3 3 4 5 19 7 8 9 10 14 12 13 -15 15 -17 17 -19 -20 20 21 22 23 26 25 -27 28 -29 29 -31
leaf_value=-0.00047023785701181674 0.012205131112326585 -0.017776828535900381 -0.015065812490367238 -9.832985683313904e-06 -0.022084486413811642 -0.023467736319770619 -0.082034519407231749 0.015892304921153216 -0.043380043952661797 0.087361218983155187 -0.10167304315405877 -0.02069719768965602 0.043646517083262143 -0.00043262378395434961 0.090202341153908558 -0.060834097843068202 -0.0031550858150411094 -0.0053997666789979519 0.036022389927648939 0.019918100787616459 0.010988682654828021 -0.12052229585631775 0.087466912835529431 -0.047317111680941264 -0.10503248104718051 0.053219407943373556 0.024103365540464699 -0.003779338662417349 0.011218785277007775 -0.0049967957873720062
leaf_weight=13.625947350851948 0.89246785891009395 0.85795089235762212 0.37955352953576849 26.243867795755364 1.1607409510761528 0.58355746557936328 0.34076832889720554 0.69711256679147471 0.90327391639584653 0.16787288524210453 0.077622558467851377 0.9603859910474174 0.86355234682559945 0.94513169720499945 0.044910143938977853 0.071368039152268636 1.4927055451553308 1.4112606459536889 1.6935812375159001 0.98781548067927616 5.1670265420252717 0.34724692068993945 0.20769733167253335 0.38461722639476548 0.093977557611651719 0.13855876279353652 0.67816597409546187 2.7721548820359345 2.5277551369769284 5.3268289345163886
leaf_count=999 15 31 27 1291 11 7 24 12 8 6 17 13 6 64 9 55 30 64 46 9 106 11 8 10 19 37 10 73 180 836
internal_value=1.62593e-06 -0.00149539 0.000378312 0.000192054 0.000294936 -0.00125026 -0.00927469 -0.0215279 -0.0110197 -0.0258498 0.0179196 -0.00209412 0.00628546 0.0206129 -0.0422006 -0.00249927 0.00156992 0.0105875 0.0176686 0.00135255 0.00212994 0.00113405 -0.00270923 0.00166264 0.0355947 -0.0107367 -1.25181e-05 0.00583208 0.00211976 0.000221688
internal_weight=72.0455 14.4839 57.5616 56.6691 56.2896 25.4481 6.23274 2.30293 1.96216 1.26505 0.361774 3.92981 2.76907 1.80868 0.193901 0.116278 30.8414 4.59755 3.18629 19.2154 18.6318 17.644 9.70485 9.3576 0.440234 0.232536 8.91737 7.93918 8.53275 7.85458
internal_count=4034 1030 3004 2989 2962 1531 225 131 107 95 87 94 83 70 81 64 1431 140 76 1306 1299 1290 1111 1100 64 56 1036 179 1026 1016
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 2 2 2 2 1 0 0 2 0 0 1 1 0 2 2 1 0 2 2 1 2 1 1 0
split_gain=0.00362912 0.0430957 0.0151575 0.0545201 0.0440786 0.0428471 0.0315143 0.0270119 0.021837 0.0210628 0.0106336 0.0698578 0.0327178 0.0729127 0.0558445 0.0331143 0.0484807 0.0482123 0.0237405 0.0220489 0.0598504 0.0658117 0.0202102 0.0201859 0.0162081 0.0152156 0.0179966 0.0181736 0.027343 0.0132425
threshold=0.5398790455000001 0.54064249575000012 42.865207177650007 43.084235337800003 0.54228915300000013 0.54386096225000014 43.272784938550004 42.599563320500003 43.525909308350002 49.835088602800006 0.42780156285000009 0.54499865270000014 0.55677973715000018 41.147265497500008 0.55832160710000012 0.56294721715000018 0.43837010870000009 0.4445375887000001 0.54562737640000014 38.400997490450003 40.750688432250008 0.41853537320000006 0.54429508100000012 40.94178426300001 40.844669808050007 0.45368402140000008 42.402981339000007 0.46280051495000007 0.4662734648500001 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 -6 -7 10 -8 -10 19 -12 13 18 -14 -16 24 -18 -13 22 21 -21 -3 -22 -17 -19 27 -27 -29 -25
right_child=1 2 3 4 5 6 8 -9 9 -11 11 12 14 -15 15 16 17 25 -20 20 23 -23 -24 29 -26 26 -28 28 -30 -31
leaf_value=0.00032655669944598505 -0.044123325417689679 0.013373438614067652 0.090910527819678649 -0.10170256586522711 0.05903751031594099 -0.10139833430673158 0.0091000084853631834 -0.021532513031035056 -0.10074828164309069 0.031649807474070465 0.081618757465125313 -0.031515948108379578 0.063765495799751409 0.025795295659202758 -0.030124189497150951 0.012654895992165197 -0.0693606976068986 0.0036014408835322812 -0.10396251151215592 0.0028341565204199662 0.012137579576496752 -0.038880953788454214 -0.0053594980929144833 0.0032179140163441028 0.053403226098840052 -0.10044124372752361 0.049156016136151968 0.027458163185234054 -0.1012187312702314 -0.01872041588928397
leaf_weight=59.517516176180173 0.23334921126661079 1.2146275310442392 0.07937972403237914 0.037568258865576354 0.14115550788119435 0.030300348886612483 0.54945800005225465 0.64925111006141456 0.036592961057401396 0.017890353813470483 0.11076024129761197 0.0830350278147306 0.14874223924562047 0.13582768500782549 0.30815577022622198 0.16549120969841657 0.097447271783579814 2.9409209538220158 0.099356888806241273 0.61807876804232387 1.1228665784001353 0.97445294563658535 1.0952111252977372 0.59717825474217512 0.23799253860488534 0.040737044782687915 0.02352286928180547 0.047726120783408987 0.025250768498495946 0.51023401970996929
leaf_count=2469 14 15 16 8 7 25 15 29 261 163 10 4 12 11 28 39 26 84 44 13 7 37 42 7 22 87 16 18 469 36
internal_value=2.61014e-06 -0.00155572 -0.00073745 0.0118075 0.00408369 0.00920907 -0.00188065 -0.00173279 0.00311226 -0.0572735 -0.000519777 0.00319259 0.00119762 -0.0296732 0.00363165 0.00133068 0.00403891 -0.000109657 -0.0709808 -0.00322262 -0.00788351 -0.0226909 0.00449121 0.00268969 0.0366901 0.00208267 -0.0304639 -0.0469341 -0.0170654 -0.00689005
internal_weight=71.8901 12.3726 12.1392 0.892345 0.812965 0.775397 0.634242 11.2469 0.603941 0.0544833 10.5976 4.46497 4.35421 0.31822 4.03599 3.88724 3.57909 3.17561 0.182392 6.13265 3.82281 1.59253 2.30984 2.23028 0.403484 3.07816 0.137237 0.113714 0.0729769 1.10741
internal_count=4034 1565 1551 495 479 471 464 1056 439 424 1027 870 860 59 801 789 761 700 48 157 100 50 57 50 61 674 590 574 487 43
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 1 0 0 0 0 2 1 1 0 1 2 2 0 2 2 0 0 1 1 0 1 1 1 1
split_gain=0.00356518 0.0214166 0.0175255 0.0151522 0.144327 0.132921 0.0504455 0.031989 0.0278022 0.0293315 0.0229606 0.0142866 0.0297939 0.00879691 0.032597 0.056269 0.042981 0.127939 0.0259938 0.0662343 0.0226147 0.0155735 0.0322564 0.0287131 0.0927179 0.014193 0.0141824 0.0104558 0.0430532 0.0589901
threshold=0.47865333370000007 0.4778150355000001 0.47769527860000011 0.34518427590000006 0.34536391125000004 41.685324604100011 0.34545372890000009 0.47709649410000005 0.47721625100000004 0.47676716265000008 0.47464147780000004 40.636252116050009 0.3453339720000001 0.34536391125000004 0.47976108500000009 0.34479506600000004 40.563919884450009 41.178189531300006 0.47997065955000012 40.040005255000004 42.388109226950007 0.48119816770000007 0.48244064550000004 0.34566330350000002 0.34575312120000007 0.48271009850000007 0.34566330350000002 0.3459626957000001 0.34641178410000012 0.34656148020000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -6 -8 9 10 -1 -3 -13 14 15 -2 -16 -18 19 -15 -19 26 -23 -24 -25 -26 -20 -27 -29 -30
right_child=13 11 -4 4 6 -7 7 -9 -10 -11 -12 12 -14 18 16 -17 17 20 21 -21 -22 22 23 24 25 27 -28 28 29 -31
leaf_value=-0.00071659441277781765 -0.0015897197389055249 -0.0011006499150072015 0.0094378768280355702 -0.14163001124089988 0.054135538675057951 -0.0052341699676672938 0.0043285881604521693 -0.057863572734707727 0.015903666886753345 -0.020215378942577626 0.03189658713946647 -0.029975714049793309 -0.0040087703951286425 0.01282590932352227 0.012554164895795928 0.028448149395742778 -0.026559238132352614 0.015244671308087536 0.015041023210926716 -0.030056446586776343 -0.00067406997989420702 -0.011424028055856515 0.012519556545690095 -0.035511543919583728 0.016237122544737009 0.0059815137318736866 -0.00019395453997429619 -0.014642969852509844 0.027794526396425542 -6.5212704785389903e-07
leaf_weight=5.4116875437483225 1.2892302628315504 1.4746696922229596 1.9095688597299165 0.14308646863702279 0.18821086085154093 0.14270684992516181 0.60470805225142032 0.095807959805824794 1.0139282795571487 0.77068376803799754 0.22484146213218981 0.73197192419866031 1.1148476632952222 0.59493568073958047 1.9330468240659682 1.2079575687530448 1.8089286526665089 1.5242364872246983 1.3137518516814446 0.91282864311506273 2.1529904524795711 2.4307721692925943 1.8751304212491948 0.72763779992237587 0.56592582497978483 2.9728791993111363 1.1423492013072971 1.9485723215620954 0.78176165651529927 32.785739251341987
leaf_count=575 16 19 17 9 11 42 186 28 22 20 35 20 31 6 27 26 15 39 21 50 30 31 31 16 52 21 23 14 15 2586
internal_value=2.05699e-06 -0.00144082 0.00077217 -0.00115296 -0.0117066 -0.0735227 0.00817196 -0.00417729 0.000517333 -0.00191752 0.000584347 -0.00844008 -0.0143006 0.000346213 0.00305796 0.0129404 -0.000268325 -0.00478633 -0.000213401 -0.0131359 0.00592436 0.00020521 -0.000226527 0.000426861 -0.000143123 0.000515832 0.00795513 0.000284673 -0.000192183 0.000646677
internal_weight=71.7954 13.8267 10.5052 8.59566 1.17452 0.285793 0.888727 0.700516 7.42114 6.40721 5.63653 3.32149 1.84682 57.9687 9.91639 2.49719 7.4192 5.48616 48.0523 1.50776 3.67723 46.5445 44.0884 41.6576 39.7825 39.0549 2.4561 38.489 35.5161 33.5675
internal_count=4034 1015 945 928 276 51 225 214 652 630 610 70 51 3019 153 42 111 84 2866 56 69 2810 2766 2735 2704 2688 44 2636 2615 2601
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 0 2 1 1 0 1 1 2 1 1 1 2 1 1 2 1 1 0 1 1 0 0 0
split_gain=0.00393076 0.0209516 0.0114523 0.0683563 0.0435659 0.0303899 0.138412 0.0793782 0.0248232 0.157079 0.204754 0.083739 0.0388713 0.0240325 0.0218717 0.0111135 0.0799964 0.0602553 0.0677808 0.0289418 0.0266487 0.0410992 0.104632 0.0215275 0.0159694 0.015913 0.0273648 0.0150964 0.0132287 0.133128
threshold=41.218101594450012 41.147265497500008 41.535369675400013 41.571132012400007 41.436838994450007 0.34988473400000003 0.39971857130000005 0.48200652675000005 41.741384785950011 0.34530403280000005 0.34608245260000009 0.50465554925000011 0.4301667614500001 0.34566330350000002 41.770271989050009 0.42473279245000012 0.42953803780000005 0.43639411995000005 42.536568606950006 0.44805544745000009 0.43691805635000008 42.47354681640001 0.44805544745000009 0.45280081435000008 0.5654770815500002 0.45107930900000009 0.45206730335000006 0.58745247150000013 0.52507409960000018 0.53475943835000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 -2 9 -5 -11 -12 -13 -6 -10 28 -17 -18 20 24 -19 22 -22 -24 -20 -21 -27 -25 -16 -30
right_child=2 -3 3 8 13 6 -8 -9 14 10 11 12 -14 -15 15 16 17 18 19 25 21 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=0.00042768712352423527 -0.0057133080746723528 0.019942555705500312 0.038468069901347178 0.012576914152240357 -0.037796916419014788 -0.059642616120389569 0.010357422161001844 0.020395900996603225 0.016889260814730061 -0.13523857095768568 0.099723502547821349 -0.10169633050026271 0.018082136000921244 -0.0095895363930401812 0.00014757239114548905 0.064847005876706706 -0.080038786761902792 0.10119577966819926 0.0083354814383849486 0.0055858624398756702 -0.10174323714600836 0.086942307317385156 0.10119513134799621 0.054985058512346842 -0.10208218085756238 -0.0097788699546872276 -0.10275292438389419 -0.10061255627797668 -0.074900716679374077 -0.0013593281885231081
leaf_weight=36.307870774525561 3.8076298050214055 0.55862168891894626 0.45945964519227089 0.70892157438140901 0.51561613248213667 0.44476591332204385 0.77412179817864057 1.6774076297879217 0.76147139686061649 0.20410746056586504 0.06722419540710689 0.054676759809808573 0.053707618702375726 0.72921884039467955 18.371826841469563 0.21203022434348762 0.089292482897784686 0.070615358650684246 0.018420261806909255 1.0475914135095079 0.060541019999618584 0.08400405523389054 0.061869336292147636 0.015582561073621548 0.045334614290403863 0.46875137084816731 0.033949736119179619 0.010395107599848075 0.26347014857181861 3.745222921497259
leaf_count=1801 38 31 15 17 23 27 30 37 15 5 24 13 36 23 912 38 51 2 21 14 13 9 2 5 46 4 364 67 201 150
internal_value=3.5451e-06 0.000723387 -0.000757791 0.000227367 -0.00409279 -0.000902608 -0.0151852 0.00227128 -0.000436932 -0.0152232 -0.0671255 0.0120413 -0.0423426 -0.0212732 0.000197796 -0.000318897 0.00643236 0.000259118 0.00399923 -0.0041479 0.047397 0.0310496 -0.000591921 0.069118 -0.07018 -0.00143237 -0.0160578 -0.00727819 -0.000988088 -0.00619281
internal_weight=71.7237 36.8665 34.8572 26.9085 7.94876 6.70393 1.21889 5.48504 26.449 1.08864 0.379716 0.175609 0.108384 1.24483 25.3604 24.5989 2.21838 2.00635 1.91705 1.61405 0.303007 0.232392 0.148388 0.087847 0.0637549 1.55029 0.502701 0.0259777 22.3805 4.00869
internal_count=4034 1832 2202 2024 178 132 57 75 2009 95 78 73 49 46 1914 1899 636 598 547 449 98 96 87 74 67 382 368 72 1263 351
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 1 2 2 0 1 0 1 2 1 0 1 2 2 0 2 0 2 1 2 2 1 0 1 0
split_gain=0.00371613 0.0354384 0.0117354 0.0463943 0.0391849 0.037735 0.0371758 0.0355636 0.0216351 0.0114202 0.0531937 0.0496367 0.160839 0.025962 0.0212304 0.109872 0.0631671 0.342027 0.0592476 0.0348353 0.153139 0.0391564 0.024127 0.112974 0.074963 0.0809812 0.0738752 0.130192 0.0892007 0.171479
threshold=0.5398790455000001 0.54064249575000012 42.865207177650007 43.084235337800003 0.54228915300000013 0.55769288345000012 0.44805544745000009 43.847983878700006 42.599563320500003 0.5216909673500002 0.38976377950000002 0.51675099550000014 0.38552737940000009 39.664548207900005 0.3782970569500001 0.51401155655000019 0.37286308795000006 37.784765830350004 40.040005255000004 0.50339810185000011 41.385032804600009 0.50086823750000009 37.627645350900004 0.36575252235000005 37.038444968100009 36.491284729650012 0.35275889945000011 0.49485045360000007 0.35651627195000007 0.48597347385000006
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 7 -7 -6 -3 11 -11 14 -13 -14 16 18 19 -18 -16 21 -21 22 23 24 25 -1 -24 28 -28 -30
right_child=1 2 3 4 5 6 -8 -9 -10 10 -12 12 13 -15 15 -17 17 -19 -20 20 -22 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=0.0015916391469924238 -0.040403905364976386 -0.00061018243756459612 0.08815776328602902 -0.1015366853635694 0.096301402612921874 -0.10086535728268337 0.0018295142030880489 0.010273773529500737 -0.019417035747223088 0.036352718739107698 0.0017649160844674756 -0.094201591226019468 -0.015382883524966175 0.030704461616788588 -0.003623304790316298 0.039555320188889367 0.091008058395627631 -0.084896308569315973 -0.10481062878724434 -0.012160457133669098 0.059644872843630285 -0.024641756152797099 0.00022891076202331552 0.10056976563815312 0.067931886199306554 -0.10284901511009126 0.050376002838595661 -0.086558020185131618 -0.084806031194622086 0.097664975927895914
leaf_weight=0.81381339682523079 0.23073126559029411 10.500918462711262 0.070484177844947093 0.034000339330304996 0.081588095752522349 0.037827785513613321 0.51734490689773338 0.11691479815453931 0.64951668243247773 0.46327172247901671 11.059646038739659 0.23562954100475408 0.25956602008955088 0.23101222560123347 0.16471386604765159 0.5873091173150442 0.15521384868770738 0.38401989712383511 0.089203068616153569 0.73822822491638251 0.49694533591537038 0.65097876134268418 41.916067565008987 0.13413009315263469 0.15239942301923293 0.081693882123914818 0.20251001759652254 0.27267425709214876 0.19881985604501295 0.069506574145634659
leaf_count=192 14 1027 16 8 6 83 336 46 29 29 524 16 25 23 20 20 7 61 64 22 39 29 1180 7 28 20 12 28 115 8
internal_value=2.24655e-06 -0.00158432 -0.000838444 0.01043 0.00347465 0.008212 -0.0051678 0.0456326 -0.00170569 0.000329392 0.0031555 -0.000351393 -0.0262961 0.00631955 4.85635e-05 0.0157924 -0.00023769 -0.0342637 -0.0391712 0.000163554 0.0167289 -0.000296321 6.51698e-05 0.0141581 0.00309755 -0.0079361 -0.000325325 -0.0315708 0.000273726 -0.0375392
internal_weight=71.5967 12.2393 12.0086 0.85816 0.787676 0.753676 0.555173 0.198503 11.1504 59.3574 11.5229 47.8344 0.726208 0.490578 47.1082 0.841226 46.267 0.539234 0.253917 45.7278 1.23517 44.4926 43.8416 1.18204 1.04791 0.895507 42.6596 0.743511 0.470836 0.268326
internal_count=4034 1565 1551 495 479 471 419 52 1056 2469 553 1916 64 48 1852 104 1748 68 84 1680 61 1619 1590 247 240 212 1343 163 135 123
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 1 2 2 1 2 2 0 2 1 2 0 0 0 2 0 2 2 2 0 2 2 0 2 1
split_gain=0.00371967 0.0247565 0.148087 0.156728 0.131664 0.0551296 0.0648808 0.0655045 0.197908 0.0189198 0.0311406 0.0202301 0.0179306 0.0168133 0.0897437 0.0436035 0.0577377 0.0273312 0.0354941 0.0241729 0.0132914 0.0618402 0.0932988 0.0156149 0.0132727 0.0943502 0.0124413 0.0888757 0.261925 0.209544
threshold=0.34515433670000012 42.233786329550007 41.646178195200001 0.47754558250000007 43.047778594550003 41.385032804600009 0.34494476210000008 40.523311941050004 40.633548727200008 0.34527409360000011 41.32819714970001 42.198888176300009 0.45994131915000008 40.720231579350006 0.34452561300000012 40.206947806850003 0.47997065955000012 0.47817430615000006 0.47464147780000004 38.969453495950006 0.39672464895000009 49.283271594150008 48.96897326980001 48.96897326980001 0.48306936920000004 42.824128352900011 39.792680591700012 0.4871261339500001 39.458743938000005 0.34829795515000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 24 6 13 -8 -9 10 -2 -12 20 15 -15 16 17 18 19 -1 23 22 -22 -6 25 -3 27 28 29 -11
right_child=9 4 3 -5 12 -7 7 8 -10 26 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0049995264747786797 0.018800685949200743 -0.010405905768238008 -0.015373177537828464 -0.10741713249760299 -0.010437909021046625 0.026044790631568528 0.0028543367445045811 -0.00041815016667385587 -0.099840184955137121 0.10194067022605779 0.0071413348897201041 -0.01195385104960016 -0.013474497327601396 -0.010947261256451809 0.033161679018801973 -0.014510962748748425 0.029645872936346393 -0.017846015948149909 0.039070318285528455 0.030804454849875547 0.08949809229183181 -0.0045144622201824958 -0.011491342614805994 0.0067964073488156074 0.063032272274074361 0.09362181262518933 0.00071791171933900493 -0.0010534729394812172 -0.11516323189712718 -0.067617658085427093
leaf_weight=1.58863241174661 1.4366156568285071 0.20431045696505279 0.60055552169977211 0.26734474176191725 1.2323587523063118 0.71969649737798214 0.60671319534756463 0.49860338121652603 0.33455997037088991 0.15605144555589379 1.5214631765093147 0.8732609056860382 1.0124400720014817 1.0044670638544628 0.85295352176763106 1.7815328255655911 0.73377936938777555 0.77420641016215075 0.25558751860808104 0.213963971731573 0.20394923077947147 0.88214587979018688 0.16588634857907891 0.91682989092078049 0.28163599595427513 0.15208501195274948 40.395534453331408 11.345094309317918 0.25999805144238053 0.13675883417858192
leaf_count=186 20 48 49 13 90 28 11 2 63 10 21 35 35 32 11 35 8 13 12 20 52 9 6 18 4 15 2204 928 9 47
internal_value=1.14767e-06 -0.00138188 -0.00420966 -0.0437261 0.00434607 -0.000547365 -0.00276116 -0.0221403 -0.0403415 0.000377782 0.00716089 0.000178078 -0.00179214 0.00111157 0.00930818 -0.00173536 0.00464688 -0.00182954 0.00419521 -0.000749678 0.00168539 0.00987586 0.0442002 -0.00308586 0.0468074 0.033986 -0.00011919 -0.0029613 -0.042115 0.0227474
internal_weight=71.409 15.2842 10.2326 0.8679 5.05164 9.3647 8.645 1.43988 0.833163 56.1248 3.83134 2.39472 4.41361 7.20512 1.85742 5.3477 3.56617 2.83239 2.05818 1.8026 3.40117 1.25198 0.369836 2.14919 0.638031 0.356395 52.2934 11.8979 0.552808 0.29281
internal_count=4034 760 483 62 277 421 393 76 65 3274 76 56 210 317 43 274 239 231 218 206 175 67 58 108 67 63 3198 994 66 57
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 0 2 0 0 1 1 2 1 2 1 1 0 0 1 0 0 2 2 2 0 0 2 2 2
split_gain=0.00429818 0.0515654 0.22078 0.025927 0.0268976 0.0195751 0.0316089 0.0301175 0.0245006 0.0211592 0.0471908 0.0741123 0.0146269 0.0249818 0.0184462 0.0145541 0.0384245 0.0212597 0.0631933 0.0284885 0.0136119 0.011451 0.0113994 0.0349828 0.0206789 0.0176588 0.0206451 0.0469731 0.135304 0.0224285
threshold=0.48068920095000006 0.34584293880000011 0.47997065955000012 0.34467530910000005 0.48098859315000003 0.34542378970000004 0.48200652675000005 41.50623664750001 0.48119816770000007 0.48244064550000004 0.34566330350000002 0.34575312120000007 41.942745071500006 0.34674111555000003 38.478081868400004 0.34566330350000002 0.34551360740000009 0.47883296910000012 0.4784437592000001 0.34515433670000012 0.47709649410000005 0.48271009850000007 40.377444152000002 40.280372415600006 40.750688432250008 0.4778150355000001 0.47769527860000011 41.385032804600009 41.571132012400007 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 2 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 12 -2 -5 6 -6 -8 -7 -10 -11 -12 13 -3 -15 16 17 18 22 -19 -14 -13 23 -1 -24 26 27 -26 -29 -30
right_child=3 2 -4 4 5 8 7 -9 9 10 11 21 20 14 -16 -17 -18 19 -20 -21 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0010891518276087049 0.014981657531847214 0.10015199490313963 -0.11963519715720811 0.013987546414543134 -0.020511880139038506 0.018175896712979863 0.0063538593211026929 -0.013617607020598447 -0.0090539562768990126 0.01653424101238719 -0.031651500030876821 0.014676161176646906 0.05125269126895491 0.068670483371808616 -0.029474867537580631 0.013586525098031647 -0.017212995869531168 -0.00073946052233205743 -0.044556852655024223 0.015883754833537274 -0.024279928604982577 0.00026762712931088155 0.013031742744589689 -0.028734361173686569 -0.023302057691953926 -0.011676936797402605 0.012437920727075951 0.063862246006402931 -0.017206667416965866 0.0011494555946774073
leaf_weight=2.7605075649423632 1.2045905382838089 0.055072880582883177 0.18036544990172843 1.3637157514895069 1.1935871122404922 0.76011286396533151 1.9389460498932751 1.2367078247480092 2.4035203057343457 1.7781183568295009 0.73158794245682557 0.5596564329462187 0.034749824170598131 0.033319110712932476 0.045031286019707295 0.70725904729903177 1.3602118677354429 2.3893969422206274 0.33583178543631298 1.8133752407738937 0.076126601430587471 38.191346646049368 1.2676396266369341 0.54872243525460351 0.83351256022518772 1.2419484869715232 1.3375024460256097 0.33351724600379373 0.81057506685569958 3.7226180953733419
leaf_count=239 12 22 7 16 15 18 27 33 29 29 16 52 95 40 26 35 28 31 19 35 39 2636 75 6 37 25 8 12 83 289
internal_value=5.35311e-07 -0.00124767 -0.0357198 0.000483839 0.000135655 -0.000251487 -0.00663821 -0.00142371 0.000376663 6.68113e-05 0.000598115 -0.000119577 0.0262345 0.0485403 0.0122622 -0.000495501 -0.00102653 0.000239169 -0.00173403 0.00643298 -0.00060722 0.000475721 -0.000615434 -0.00567316 0.00113764 -0.000683374 0.00125666 -0.00136691 0.00238988 -0.00213278
internal_weight=71.2492 19.8873 0.424665 51.3619 50.1573 48.7936 4.36924 3.17565 44.4243 43.6642 41.2607 39.4826 0.2443 0.133423 0.0783504 19.4626 18.7554 17.3951 13.1924 4.20277 0.110876 38.751 12.8565 3.30923 9.54731 8.27967 7.03773 5.70022 4.86671 4.53319
internal_count=4034 1151 229 2883 2871 2855 75 60 2780 2762 2733 2704 222 88 66 922 887 859 793 66 134 2688 774 245 529 454 429 421 384 372
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 2 2 1 1 0 1 2 1 1 0 1 2 1 0 0 0 0 0 2 0 2 0 1 2
split_gain=0.00471886 0.0188852 0.01312 0.0274489 0.0446014 0.0342815 0.0126093 0.0503512 0.042153 0.14729 0.0472774 0.0284203 0.0209474 0.140109 0.174786 0.0710664 0.0534226 0.0235519 0.0107574 0.0782445 0.191048 0.0690269 0.0341955 0.0848678 0.25901 0.136999 0.0371462 0.0354991 0.0223497 0.0865728
threshold=41.218101594450012 41.147265497500008 0.34311846950000008 0.44284602260000011 38.064633603500006 0.42018203045000008 41.535369675400013 41.571132012400007 0.3459626957000001 0.36575252235000005 0.4784437592000001 0.3453938505000001 41.741384785950011 0.34530403280000005 0.34608245260000009 0.50465554925000011 0.43401395170000007 41.770271989050009 0.37078231190000005 0.51191581090000016 0.50410167360000013 0.50278434775000014 0.51505942935000004 0.5216909673500002 39.952536079750011 0.51857728810000003 41.035283712600005 0.5231430197000001 0.35651627195000007 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -8 10 -10 -2 -12 13 -9 -15 -16 -17 -14 21 20 -20 28 -21 24 25 -24 27 -25 -4 -30
right_child=6 -3 18 4 -6 -7 7 12 9 -11 11 -13 17 14 15 16 -18 -19 19 22 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-0.10037850740006669 0.00010708386718677172 0.019272980058532268 0.0021012924904177605 0.021412434562467969 -0.058992095664247506 0.050312300866215513 0.033650476890039971 0.011591882250674727 0.054239342930469961 -0.010935472403642834 -0.0038565683300350972 -0.02443370409460506 0.017488274912226567 -0.13137835790373351 0.099598391800491473 -0.10139152527612533 0.045477865608013888 -0.00032724690709247113 0.05526187241970372 0.026995367151797334 -0.10878450858879272 0.029058377809644594 0.066410541752274496 0.016428264567799309 -0.097031931817162367 -0.032285785741682983 0.029863604477438147 -0.0013230161939774001 0.0010814956274460246 -0.061974633659898914
leaf_weight=0.018037305648788471 3.360377309717026 0.54475045780395603 15.407154031169931 0.10336532384826569 0.2074528299172016 0.09260709693080571 0.44260801208183664 0.69813025780627203 0.51385491574183095 1.0662608356990118 1.0321203726343811 1.9195192789193243 0.76533436829266577 0.18815852049738169 0.057702047738530382 0.058660899632570818 0.042862964133504988 24.382596915421534 0.10984158744731942 0.45284126247338718 0.20071985028130257 0.92530456723761645 0.25319666368887084 1.2208029078319675 0.35721085965633392 0.31638049055982265 0.42917233687489975 14.594807729799237 1.1258292871592246 0.26994073038503064
leaf_count=118 36 31 308 23 38 26 15 17 19 68 28 27 15 5 24 16 33 1899 22 18 35 27 10 31 7 37 24 967 73 37
internal_value=2.05072e-06 0.000792693 0.000513706 -0.0170266 -0.0322529 0.0257466 -0.000836706 0.000203504 -0.00434743 0.0102594 -0.00800403 -0.0172384 -0.000361672 -0.014231 -0.0661265 0.0109821 -0.0393839 0.000214938 0.000720994 -0.00100574 -0.0507634 0.00246787 -0.000128956 -0.000844267 -0.0302772 0.0115881 0.000834923 4.72006e-05 0.00100358 -0.0111135
internal_weight=71.1576 36.6294 36.0847 0.421463 0.310818 0.110644 34.5282 26.6361 7.89213 1.58012 6.31202 2.95164 26.1934 1.04551 0.347384 0.159226 0.101524 25.1479 35.6632 17.935 0.310561 17.7282 17.6244 17.1716 0.926788 0.569577 16.2448 15.8156 16.8029 1.39577
internal_count=4034 1832 1801 205 61 144 2202 2024 178 87 91 55 2009 95 78 73 49 1914 1596 1151 57 445 1094 1076 54 47 1022 998 418 110
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 0 0 0 0 1 0 1 0 1 2 1 0 2 1 1 2 1 2 2 2 2 1 2 2 1
split_gain=0.00499132 0.0235685 0.117217 0.114996 0.106219 0.0464143 0.0436337 0.136809 0.0391765 0.0386251 0.0595776 0.0366283 0.0354423 0.0190143 0.0484403 0.154671 0.0447104 0.0400386 0.0250864 0.0753732 0.0179504 0.0174198 0.0269171 0.0191687 0.0142419 0.0739842 0.0429996 0.070041 0.1004 0.0645473
threshold=0.34515433670000012 42.233786329550007 41.646178195200001 42.865207177650007 0.34509445825000007 0.47997065955000012 0.4815274992000001 0.47976108500000009 0.47943175355000006 0.34503457980000002 0.47464147780000004 0.34485494450000004 0.47817430615000006 0.34479506600000004 41.319407281650008 0.34503457980000002 0.47736594710000008 39.525197829750006 0.3447052483500001 0.32388251845000005 38.179089776100007 0.34527409360000011 41.32819714970001 42.198888176300009 42.779078631750004 42.865207177650007 0.34614233110000009 42.899217095850013 43.077238082650005 0.34554354660000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 11 9 7 8 12 10 -3 -4 13 16 15 -15 17 20 19 -19 -1 22 -2 -24 -23 -26 29 -28 -29 -27
right_child=21 3 4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 24 23 -25 25 26 27 28 -30 -31
leaf_value=-0.0020247674926017643 0.017859707762430566 0.054836455977274969 -0.039464145585293424 -0.00082331313736263732 -0.010491460528888944 0.075894338224764157 0.010733877858727627 -0.04390396624042784 0.015133624651393417 0.065455503507143811 -0.101799193801067 -0.10706971479473666 -0.0314130352821941 -0.1108026410122027 0.004496332011604251 -0.001904626293142945 0.025738142762487877 0.037139549228550499 -0.00030978282438767399 -0.1036780907579046 0.028090001161204609 0.00052733364365106176 0.007270594807331162 -0.01133031985144738 -0.073308902301520873 -0.0061170176907269815 0.0805981109813938 -0.063747919562616995 0.0041416418681231608 -0.057355838004183569
leaf_weight=1.5507187015111412 1.4212660305202001 0.044424018251396968 0.12574770484699804 4.565428745006237 0.49896573495061602 0.29047087579965591 2.319235454313457 0.80372788570821274 1.3339210848207583 0.072604795568622649 0.053559531257633353 0.22096171518205665 0.43636516292463046 0.1772534145291812 0.94071939121931791 0.49371152785386629 0.68194185569882382 0.054442469846378461 0.10841520503163338 0.12593558327716892 0.22689183512954958 46.569744123327474 1.5179623909261866 0.8724318541244428 0.15345534522384863 1.0391040705567318 0.11117535052107985 0.23162797102866006 3.6581807686079726 0.32205479560877837
leaf_count=159 20 29 47 223 6 3 32 11 14 5 17 9 16 29 10 55 6 32 4 30 23 2128 21 35 18 48 9 37 905 53
internal_value=-2.6848e-07 -0.00161184 -0.00439672 0.00398339 -0.0400339 0.0515795 -0.00113976 -0.00511115 -2.51377e-05 0.0101773 -0.0307833 -0.0825499 -0.00424093 -0.00152146 -0.0101451 -0.030673 0.00353561 -0.00379153 -0.0383263 -0.0611759 0.00181904 0.000435815 0.00696152 0.000481744 -4.17429e-05 -0.00484662 -0.00288734 0.00233582 9.89955e-05 -0.0182403
internal_weight=71.0224 15.1254 10.099 5.02649 0.845675 0.461059 9.25328 6.93404 6.13032 0.170588 0.0979835 0.346709 4.7964 4.36003 1.61168 0.670965 2.74835 2.0664 0.288793 0.180378 1.77761 55.897 3.81166 2.39039 52.0853 5.5156 5.36214 4.00098 3.88981 1.36116
internal_count=4034 760 483 277 62 54 421 389 378 51 46 56 364 348 94 84 254 248 66 62 182 3274 76 56 3198 1070 1052 951 942 101
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 0 1 2 1 2 2 0 2 1 1 2 2 2 0 2 1 2 2 1 2 2 1 0 1 1
split_gain=0.00411245 0.0204911 0.0728678 0.0308967 0.116621 0.140002 0.033789 0.025421 0.02154 0.0560506 0.0170054 0.0302657 0.0144268 0.0237708 0.0142124 0.0221886 0.0155201 0.012899 0.0793371 0.231666 0.184405 0.0581411 0.0572235 0.077517 0.0316681 0.0319553 0.0553477 0.0894188 0.0327047 0.138454
threshold=0.34515433670000012 40.206947806850003 40.377444152000002 0.34479506600000004 42.233786329550007 0.4778150355000001 0.3447052483500001 39.525197829750006 0.34467530910000005 40.80591513400001 39.051326806600009 0.47464147780000004 41.436838994450007 0.34494476210000008 0.34527409360000011 41.32819714970001 42.198888176300009 39.792680591700012 0.4871261339500001 39.458743938000005 0.34829795515000012 40.003678352300007 39.952536079750011 0.37003383130000006 40.280372415600006 41.257403903850005 0.39591628995000006 0.48537468940000006 0.34641178410000012 0.38733870245000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 6 5 12 8 10 9 -4 11 -1 13 -5 15 -2 -17 18 19 20 -16 22 23 -19 -23 26 27 -26 -29 -30
right_child=14 2 3 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 17 16 -18 21 -20 -21 -22 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.001043158413643772 0.016276219579624326 -0.041040478007121156 0.052603722685422051 0.018057905695547587 0.020735360077679239 -0.048624494219105543 0.0313250661851616 0.014259325642724061 -0.018822856428945899 0.00035555738911127938 -0.015281270489317288 0.041997604957572536 -0.01464947792662781 -0.0093300040361651553 0.10172006834175013 0.0065709108643888237 -0.01016017673124096 0.026730745915482371 -0.0012130559531492811 -0.11379056844643497 -0.064479174138532824 -0.011058290772462823 0.036829892846976943 -0.018963728158046179 0.0046091001007871318 -0.0015214606927010951 -0.0025947739847357373 0.014151122132793171 0.016510625120756527 0.098705340679487219
leaf_weight=1.64242045210903 1.404505844227969 0.49986980001995007 0.21365510352825268 0.58435139060020469 1.0005241237104199 1.027564217612962 0.37903866305532563 1.6264665043981947 0.52434363044449117 5.2652400635474637 0.68094028707128007 0.18142398919735558 0.70105176419019688 0.69240161133120637 0.13921368170482473 1.5119703905120334 0.87545032463458472 0.75598452799022131 11.308922039977546 0.23679246646497631 0.12827219903048714 2.4777673355970711 0.84955825330689538 0.72949753250016869 5.0458555887671483 23.36667113893639 5.4867960093025907 0.60127479629591085 0.60937566545908339 0.30878104432485998
leaf_count=194 20 10 24 3 36 26 17 28 14 316 14 14 6 58 10 21 35 10 928 9 47 106 10 39 53 1731 181 15 50 9
internal_value=-2.77594e-06 -0.00147169 -0.00374691 -0.00195238 -0.00883612 -0.0186808 0.00236826 0.00452472 0.000539959 0.00239303 -0.00179639 0.00323825 -0.00312366 0.00320505 0.000392342 0.00630295 0.000435739 -3.82987e-05 -0.00294359 -0.0417524 0.0220196 0.000814781 0.0161296 0.00429089 -0.000128858 0.000635726 0.0048181 0.0110132 0.0322806 0.0441532
internal_weight=70.856 15.0193 10.888 10.3882 4.00589 3.00537 6.38228 4.13125 6.00324 5.4789 2.50478 1.82384 1.9778 1.27675 55.8367 3.79193 2.38742 52.0448 11.8132 0.504278 0.267486 40.2316 2.33504 1.48548 37.8965 35.4188 12.0521 6.56529 1.51943 0.918157
internal_count=4034 760 510 500 129 93 371 250 354 340 222 208 67 61 3274 76 56 3198 994 66 57 2204 59 49 2145 2039 308 127 74 59
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 0 2 0 0 1 1 2 1 2 1 1 0 0 1 2 1 1 0 2 1 0 0 2 1
split_gain=0.00497526 0.0428885 0.196994 0.0242807 0.0200759 0.0179334 0.0296811 0.0266957 0.0253092 0.0156448 0.0385994 0.0582971 0.0135019 0.0207473 0.0163314 0.0129313 0.0777419 0.0184997 0.0518974 0.0330064 0.0297244 0.0120183 0.0290266 0.017729 0.0171132 0.0118524 0.0107989 0.0375803 0.026137 0.0408812
threshold=0.48068920095000006 0.34584293880000011 0.47997065955000012 0.48098859315000003 0.34467530910000005 0.34542378970000004 0.48200652675000005 41.50623664750001 0.48119816770000007 0.48244064550000004 0.34566330350000002 0.34575312120000007 41.942745071500006 0.34674111555000003 38.478081868400004 0.34560342505000002 0.34551360740000009 0.47883296910000012 0.4784437592000001 0.34479506600000004 40.80591513400001 0.34587287805000005 0.34623214870000002 0.47769527860000011 47.927946529500012 0.34542378970000004 0.48797940185000005 0.48447651265000008 41.898943182100005 0.34614233110000009
decision_type=2 2 2 2 2 2 2 2 2 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 12 -2 -5 6 -6 -8 -7 -10 -11 -12 13 -3 -15 16 17 18 25 -19 -21 -14 -23 24 -24 -1 27 28 -13 -30
right_child=3 2 -4 4 5 8 7 -9 9 10 11 26 21 14 -16 -17 -18 19 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0014664786763814177 0.013727631223149928 0.10013991744948764 -0.11747906587699292 0.013022084500707154 -0.019840859775516514 0.018580832450377928 0.0060935479566039345 -0.012854815725015442 -0.0077560293296556468 0.015086910529207888 -0.028078267094447475 -0.0072908232007377234 0.080155106550339042 0.068691376172023796 -0.02463765830045421 0.0092514877204298972 -0.031323386743199615 -0.0071889927791478313 -0.041220155721541869 0.025031886533405392 0.0039226305374594865 -0.10059014756638152 -0.056720183714639161 0.08501141661562682 0.10015116351702019 0.012345394725453523 -0.00016825205827098439 0.019024731345336415 0.027478654503744249 -0.007357078712640519
leaf_weight=12.075390556095181 1.3551639577635786 0.047211882949341866 0.16489578553319006 1.1848031061235875 1.1779918270185579 0.75653021875768089 1.9253410915844145 1.2113153699319807 2.3770068345117954 1.7576417839154661 0.72884435905143519 2.1947510144091136 0.015887806221144274 0.033089773840547565 0.043264219962338757 1.2273898056475321 0.82603122246334137 1.3128873934037972 0.32505028113337253 1.0806999452761377 1.7428269583178915 0.027327733708261803 0.030276183424165382 0.026613490044837818 0.0090277534909546375 0.6550001687628545 33.711368923896984 1.3544436277603891 0.68715591490035854 0.66087334998883307
leaf_count=759 16 22 7 12 15 18 27 33 29 29 16 15 4 40 26 43 20 14 19 18 34 22 98 8 2 15 2567 45 55 6
internal_value=7.87658e-07 -0.00135177 -0.0338612 0.000520881 0.000160977 -0.000152926 -0.00630676 -0.00122394 0.000447401 0.000131831 0.000588078 -5.97468e-05 0.0253923 0.0480298 0.0158086 -0.000680142 -0.00135669 8.31438e-05 -0.0017633 0.00591094 0.0120022 -0.000239086 -0.0139372 0.0219869 -0.0206883 -0.000755834 0.000469181 0.00485712 -0.000559312 0.0104004
internal_weight=70.7261 19.6429 0.397595 51.0832 49.7281 48.5433 4.31465 3.13666 44.2286 43.4721 41.0951 39.3374 0.232699 0.123566 0.076354 19.2453 18.0179 17.1919 13.0554 4.13641 2.82353 0.109133 0.0932452 0.0659174 0.0393039 12.7304 38.6086 4.89722 3.54278 1.34803
internal_count=4034 1151 229 2883 2867 2855 75 60 2780 2762 2733 2704 222 88 66 922 879 859 793 66 52 134 130 108 100 774 2688 121 76 61
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 0 1 2 2 2 2 2 0 0 1 1 0 0 1 0 2 1 0 1 2 1 1 1 1
split_gain=0.00405198 0.023371 0.116294 0.0865352 0.031996 0.098418 0.0198651 0.0166906 0.102832 0.0599895 0.0459722 0.0234706 0.0860366 0.0646421 0.047662 0.0486064 0.0851294 0.0394531 0.0422252 0.018642 0.0420697 0.0828995 0.0478044 0.0380856 0.0274267 0.0195592 0.016432 0.0150417 0.0429649 0.163599
threshold=0.48068920095000006 0.34551360740000009 0.47916230050000003 41.535369675400013 41.646178195200001 0.34566330350000002 0.48098859315000003 0.34515433670000012 41.919251152600005 42.753078181500008 42.47354681640001 42.488347682450005 43.631818398850008 0.47976108500000009 0.47997065955000012 0.34509445825000007 0.34398670700000006 0.47943175355000006 0.47817430615000006 0.34479506600000004 0.47736594710000008 39.952536079750011 0.32388251845000005 0.43780126340000008 0.34503457980000002 38.969453495950006 0.34467530910000005 0.34518427590000006 0.34527409360000011 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -3 -6 -2 11 -9 10 -10 13 14 17 15 16 -13 18 19 20 21 25 23 -23 -21 -1 -8 -28 -29 -30
right_child=6 2 3 -5 5 -7 26 8 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 24 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0035465240556920258 0.012471179930352641 0.006596684145392777 -0.091657641361805764 -0.013413492268785951 -0.11605232933808043 0.019395101152493027 0.011839717627013196 0.0099201618896023747 -0.027793612148783394 -0.0076067163757995082 -0.10378934531222191 0.064438710726453255 -0.00021579375849424293 -0.033620923499235178 0.10433354206489687 0.10123653251175291 -0.10154188262937876 0.013197132364318052 -0.035131388028798095 -0.022289673691262744 0.022571515083009017 -0.068956256804201616 -0.10333649938800178 0.10022846843769442 0.00038517323561087645 0.024185491919743795 -0.0068742949451510091 0.021971244757272655 -0.071136170792835587 0.00040436252115199863
leaf_weight=1.6321490650035304 1.3431854938535241 1.6283891196635694 0.26559633636952629 0.30214810025245242 0.088144597578349138 0.1370632533507532 1.1734364852309216 5.0653114572469233 0.1814626284285622 0.5945293515587764 0.14180531496822368 0.067452185601389991 3.4070385707741266 0.73345240112394083 0.12038584053516388 0.055066542874556035 0.057023387978915707 1.3127489257603882 0.45926180470087263 1.0258932632727606 0.72929174778982986 0.028770773408273054 0.12738353794384238 0.024753673234954476 1.1112706992063848 0.30126963224029157 3.1011694101616731 0.89872728101909061 0.32197996438480814 44.202149729272641
leaf_count=171 16 65 12 35 14 166 12 56 25 49 19 66 151 9 1 2 28 15 21 42 9 63 44 5 64 19 42 17 16 2780
internal_value=1.71571e-06 -0.00122056 -0.0104181 -0.0500169 0.00171069 -0.033618 0.000471023 7.60182e-05 0.0043397 -0.0264588 -0.06113 -0.00220305 0.00430435 -0.00542532 0.055651 0.0230086 -0.0115985 -0.00236286 -0.00611768 -0.00344242 0.00186131 -0.00528224 -0.070015 0.00928731 -0.0104993 0.000774741 0.000146692 -0.000136075 0.000323965 -0.000112989
internal_weight=70.6383 19.5977 2.42134 0.567744 1.8536 0.225208 51.0406 17.1763 5.98311 0.917797 0.323268 11.1932 3.70697 7.48625 0.299928 0.179542 0.124476 6.75279 5.44004 4.98078 2.84362 2.11433 0.180908 0.0535244 2.13716 1.93342 49.6975 48.524 45.4229 44.5241
internal_count=4034 1151 292 47 245 180 2883 859 149 93 44 710 248 462 97 96 94 453 438 417 311 302 112 68 106 190 2867 2855 2813 2796
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 0 2 2 1 1 1 0 1 1 0 2 1 2 0 0 2 1 2 2 1 1 2 0 2 1
split_gain=0.0043 0.0195768 0.0153183 0.0220796 0.0394161 0.0298496 0.0207655 0.175078 0.0471412 0.0530701 0.216726 0.016922 0.0808089 0.045882 0.0146974 0.0122479 0.027488 0.0110155 0.00995752 0.00986704 0.00762868 0.0727146 0.0503496 0.0224073 0.0208675 0.0630189 0.0153163 0.0320705 0.0211702 0.0156202
threshold=0.47865333370000007 0.4778150355000001 0.34503457980000002 0.47754558250000007 0.47721625100000004 0.47515044460000005 41.385032804600009 41.646178195200001 0.34530403280000005 0.34512439750000007 0.34521421515000011 0.47721625100000004 0.34524415440000006 0.34584293880000011 0.46495613905000005 40.636252116050009 0.3453339720000001 50.205949521800008 0.47700667645000011 0.47916230050000003 43.631818398850008 0.3453938505000001 43.680097826700013 48.86568841230001 0.3782970569500001 0.39162001140000008 43.084235337800003 0.48797940185000005 43.182896969600009 0.39408999735000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 9 -4 -11 12 -9 -14 17 -3 -17 -15 -10 -2 26 -22 -23 -24 -25 -26 -21 -28 -29 -30
right_child=19 15 6 -5 -6 -7 7 11 18 10 -12 -13 13 14 -16 16 -18 -19 -20 20 21 22 23 24 25 -27 27 28 29 -31
leaf_value=0.00049083616224576947 0.0083236191743258827 -0.0014195855806868772 -0.00065890570615424488 -0.014565006462122164 0.039639122544772643 -0.031352845889679348 0.10274367173188702 0.0088430399431592976 0.0021556617584199476 0.056171420988145718 -0.13272181269438649 0.02644097982723664 -0.10249566818536658 -0.10017993112100235 0.075544582737017502 -0.029123573925990853 -0.0039675809092560889 0.10011978140631553 0.020613565726194449 0.00037573645636723458 0.063981851314549962 0.088950228115256838 -0.0052490010770793842 0.094607201444032493 -0.10277011098273564 0.071906485262073161 -0.016983988649796538 -0.011979569525225636 0.020789941204134837 -0.0012529559303987043
leaf_weight=5.4307457941852091 1.5220698586708739 1.4243722740793594 0.49780166894197542 1.1719327974133191 0.24603287056379475 0.31123978818368403 0.19755348728176592 0.64315163777791895 0.52530422945708355 0.10145348901833051 0.15136062336205214 0.18999008319224231 0.11714359698245858 0.011432015895499248 0.022549914546175387 0.71276779482104746 1.1121004663218625 0.003613517154008151 0.6588410334661603 49.591824186227143 0.19648409122601318 0.062169027208256344 1.8709449453034457 0.042921982560073846 0.032020009544794448 0.05818470199986514 1.5898170880973332 0.69480012771919053 0.63807169219944604 0.64790996249212185
leaf_count=528 30 19 2 10 11 37 4 28 56 56 6 31 64 90 15 20 31 1 6 2149 8 10 454 5 7 249 15 29 12 51
internal_value=-2.68898e-07 -0.00160281 0.00053576 -0.00201249 0.0004442 -0.00123523 0.00638326 0.0168054 -2.39453e-06 -0.019608 -0.0569196 -0.000380331 -0.0067669 -0.0716475 0.0244724 -0.00836894 -0.0137932 -0.0520735 0.0124254 0.000380459 0.000162326 0.00584899 0.00032099 -0.00242841 0.0372118 0.00990145 -7.97126e-05 -0.00640542 0.00208517 0.00968417
internal_weight=70.4766 13.5294 10.2801 7.15995 5.98802 5.74199 3.1202 1.18543 1.93476 0.750616 0.252814 0.987881 0.797891 0.154739 0.0375954 3.24924 1.82487 0.0150455 1.18415 56.9472 55.4251 2.26272 2.06624 2.00407 0.133127 0.0902047 53.1624 3.5706 1.98078 1.28598
internal_count=4034 1015 945 586 576 565 359 233 126 64 62 229 198 170 106 70 51 91 62 3019 2989 733 725 715 261 256 2256 107 92 63
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 2 0 2 2 2 0 0 2 2 1 2 2 2 0 2 2 1 2 0 1 1 1 1
split_gain=0.00374634 0.0279573 0.03583 0.0303474 0.0320533 0.258704 0.166537 0.066911 0.142679 0.119775 0.104711 0.0821914 0.0349317 0.120334 0.0224179 0.0568227 0.0467247 0.0206941 0.103424 0.083418 0.0206557 0.0251113 0.0184563 0.0153263 0.012506 0.0545049 0.065439 0.0105325 0.00956579 0.0278877
threshold=0.5398790455000001 0.41911918805000009 0.54228915300000013 0.54136103710000005 40.844669808050007 0.42114008565000011 0.42039160505000012 40.316494640950005 0.56188437470000008 39.952536079750011 39.458743938000005 39.420767558750008 0.55257327625000008 0.55677973715000018 40.003678352300007 40.206947806850003 0.44805544745000009 38.903925214650009 38.625745710700009 37.627645350900004 0.57294691775000006 40.890797847750008 40.523311941050004 0.4591329601000001 41.092444989200011 0.56643513670000012 0.43639411995000005 0.46112391845000006 0.41615520495000008 0.41804137600000008
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 6 -6 -5 9 -9 10 11 17 -7 -14 -11 16 -16 18 19 -8 24 -22 -4 -23 -15 26 -26 -25 -1 -30
right_child=1 3 22 4 5 12 7 8 -10 14 -12 -13 13 20 15 -17 -18 -19 -20 -21 21 23 -24 27 25 -27 -28 -29 29 -31
leaf_value=7.492509654229768e-05 -0.028548574914061788 0.022119105635506398 0.00054416710696920554 -0.10589866443874828 0.099249732516033987 -0.025394255169993243 0.0035173561455228673 -0.082146020866417466 9.7924781043094152e-05 0.10333679341119054 -0.10519490917579051 0.093634661619298898 0.091931076207719231 0.0086699883005934789 0.064890647807832588 0.086086510112500375 -0.10268003329417229 -0.014909692523285929 0.086634236217580721 -0.10291707918952003 0.088916027719403282 -0.1009109896441325 -0.017873741836568389 0.046331848357909274 -0.10255613605957672 0.0022327836141437987 -0.0045771357241234734 -0.06126099080468677 0.017404955042867782 -0.004612691195395726
leaf_weight=55.89676217675035 0.73901006857340634 0.66225488308918823 2.2388035187243536 0.16252098137806603 0.27692082040630328 0.50287071868933741 1.1102796449827845 0.29866650677286066 0.71810542742161942 0.10468754312023509 0.093474653164381638 0.095446551871191221 0.14513914257042904 1.1292707808315761 0.029982279520481825 0.12334312897382915 0.037392250835921459 0.7232479302754341 0.1424187887311027 0.078867664179625208 0.012115477031329536 0.050017388814296737 0.71875573013824112 0.015634712221299196 0.11675126828868077 1.6958725668058034 0.16380651507370203 0.021763229758875013 1.1779293314262838 1.1243877240348252
leaf_count=2352 20 13 48 16 14 34 310 16 54 2 44 7 14 18 4 15 43 61 12 93 5 64 90 5 19 91 26 427 9 108
internal_value=1.03536e-06 -0.0015917 -0.00885314 0.00156221 -0.000172357 0.00589133 -0.00690745 -0.00238312 -0.0240604 0.00629732 -0.00158334 0.00292079 -0.000818056 0.00287068 0.0661545 0.0457446 -0.0281096 -0.00129289 0.00610316 -0.00354168 -0.00116214 -0.0460048 -0.00393181 -0.0647044 0.000274964 -0.00452169 -0.0453501 -0.0162804 0.000335116 0.00665215
internal_weight=70.4065 12.2074 3.69657 8.51085 7.8486 4.13016 3.71843 3.55591 1.01677 2.53914 2.24374 2.15026 3.85324 3.35037 0.295405 0.190718 0.0673745 2.05481 1.33157 1.18915 3.20523 0.0995308 2.95756 0.0874153 3.1057 1.97643 0.280558 0.0373979 58.1991 2.30232
internal_count=4034 1565 158 1407 1394 717 677 661 70 591 527 483 703 669 64 62 47 476 415 403 655 501 138 496 154 136 45 432 2469 117
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 0 1 2 2 2 1 2 1 1 0 2 1 1 2 0 0 0 0 0 1 1 2 2 2
split_gain=0.00353982 0.0157897 0.0145162 0.0580532 0.0098452 0.022002 0.00955431 0.0083119 0.0307249 0.0532825 0.0265933 0.0136111 0.0262626 0.0235248 0.0695557 0.0145208 0.0524932 0.0123301 0.0116284 0.139613 0.116239 0.0360348 0.0453414 0.0270109 0.0134078 0.0212368 0.0166209 0.150538 0.143195 0.291311
threshold=0.47865333370000007 0.4778150355000001 0.34536391125000004 0.34545372890000009 40.636252116050009 0.3453339720000001 0.47709649410000005 0.3453339720000001 40.636252116050009 41.178189531300006 41.919251152600005 0.34560342505000002 41.218101594450012 0.34566330350000002 0.34569324270000007 0.48098859315000003 42.047301293400004 0.34545372890000009 0.3459626957000001 41.741384785950011 0.48200652675000005 0.48306936920000004 0.48447651265000008 0.48797940185000005 0.48597347385000006 0.34739977845000009 0.36006406990000012 42.047301293400004 41.32819714970001 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -5 8 -2 -10 -11 12 -9 -13 -15 16 -16 -14 19 -17 -20 -22 -23 -21 -24 -26 27 28 29 -27
right_child=7 4 3 6 5 -7 -8 11 9 10 -12 13 17 14 15 18 -18 -19 20 23 21 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00069130982176513758 0.01123512030590317 -0.0012842098772462181 0.060664796848686788 0.0041845363932503125 -0.026017380509065227 -0.0035704278945566377 -0.027960853068407288 0.0012777804452301811 -0.018201565517647615 0.016553346839284635 -0.00082815516902046919 0.014565499745531741 -0.0074121142135673695 -0.038376539135268145 -0.0087047625268111013 -0.0068985002430922444 0.051957033789355324 -0.022923454291938414 -0.066493950892106871 0.037671036133183788 0.020493252634600993 -0.023752147516415762 0.0115052201707493 0.01029798850200917 -0.0099931604216194157 0.088082936826212113 -0.00027331270942643199 -0.0041149823216784882 0.10214065650023847 -0.11326540922140334
leaf_weight=9.3254887572033542 3.0704468571930175 1.4253349332138889 0.19647289397471501 0.59070255483595213 0.71799302323961445 1.1144293329052741 0.10962044885673095 2.7914959890767923 1.3878939860151147 1.2601696299389002 2.9195363654289395 1.1421236812602718 1.3264711394440385 0.46655258629470964 0.35003948440589638 3.3685855334624639 0.24077030921034748 0.835108992512687 0.26414971312224977 1.1004465998266821 0.84488919879527813 0.81259784061694418 1.0089689430315036 0.53611046075820912 2.0740906335413447 0.17109264028840998 28.151652270302293 2.2242669324332383 0.29394507315009832 0.12388509511947632
leaf_count=714 39 19 12 186 20 31 33 36 18 34 44 6 31 20 33 21 17 26 9 62 7 10 21 2 24 45 2465 38 9 2
internal_value=1.92358e-06 -0.0014548 0.000477283 0.0126291 -0.00751735 -0.0123658 -0.00084713 0.000347852 0.0032041 -0.00122488 0.00441232 -0.000164798 -0.00512987 0.00040481 2.00262e-05 0.000451009 0.0160165 -0.0134048 0.000226572 0.00474265 -0.000401838 8.7114e-05 -0.000407455 0.0287041 0.000149697 -0.000197087 0.000459074 0.00778809 0.0527441 0.00352042
internal_weight=70.2453 13.48 10.2223 0.896796 3.25776 1.83242 0.700323 56.7653 8.63805 5.5676 4.17971 48.1272 4.95308 43.1742 42.032 41.5655 0.59081 2.16158 40.9747 5.00514 35.9695 35.7054 34.8605 1.63656 34.0479 33.0389 30.9648 2.81319 0.588923 0.294978
internal_count=4034 1015 945 231 70 51 219 3019 135 96 78 2884 93 2791 2785 2765 50 57 2715 85 2630 2621 2614 64 2604 2583 2559 94 56 47
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 2 2 2 1 1 2 0 0 0 2 1 2 2 2 2 2 1 1 0 2 0 1 0 1
split_gain=0.00329052 0.0246766 0.24631 0.11291 0.0730045 0.0193435 0.0117717 0.0115558 0.0112866 0.0107829 0.0176032 0.0317989 0.069384 0.0628002 0.0401786 0.0399579 0.0123039 0.00895066 0.0309707 0.0236249 0.0296269 0.00938372 0.00726087 0.00693858 0.00729056 0.0317216 0.164208 0.0335391 0.0185655 0.0970989
threshold=0.31100865245000009 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.420225120050006 49.835088602800006 48.96897326980001 0.32388251845000005 0.34311846950000008 38.064633603500006 0.46989611090000011 0.46898296455000005 0.46989611090000011 41.436838994450007 0.33750486510000005 48.457543166250012 48.226196960950006 41.827117825850003 39.458743938000005 35.782584506850007 0.3979222179000001 0.34440585610000002 0.47808448850000007 40.413896136950008 0.47700667645000011 0.34485494450000004 0.47700667645000011 0.34509445825000007
decision_type=2 2 2 2 2 2 2 2 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 9 -3 -4 -5 -6 8 -7 -1 17 11 14 13 15 16 -13 -11 18 19 20 21 -2 -9 -12 25 26 -25 -27 29 -29
right_child=1 2 3 4 5 7 -8 22 -10 10 23 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.014354248414560481 0.0036230818886312261 -0.14232119752996872 0.064119935820537932 -0.1039650557941742 0.098758443174754837 -0.10030995034462396 -0.0046295475753088252 0.052687293772982202 0.014687371456372264 -0.077902091937132545 0.0071508428788386123 -0.10162164259052736 -0.10326352984594039 0.10097984217716523 0.10134077067566326 0.045384676618535735 0.0085987308793428786 0.0057922895882056985 0.1007756904831564 -0.076321877555972237 0.061148792799826761 -0.10094364191313475 -0.1000988576954492 0.0043276314571693035 0.00017905484162032557 -0.02065475347611441 -0.098546501993342611 -0.10873281741518806 0.0063440736133029809 0.0024790309743135796
leaf_weight=0.15495850994157867 0.016598346978311751 0.12738037051167239 0.22215551617046003 0.091668796958401799 0.027864345902344212 0.010628158301699386 0.89079160429537285 0.01826260543356284 0.98096091346815228 0.026560467789592646 1.3309988685068663 0.04964182625462854 0.10617761512457946 0.045115060493117198 0.040034360004938208 0.029463990373983506 0.043171452954993583 0.94522820599377155 0.046193782240152359 0.02772666081909847 0.077314679205301218 0.017769540729489108 0.0037489399598058517 0.61141647456664028 59.348044961801207 0.69784119124778943 0.20792753295972943 0.089736563229962818 3.2408363881804689 0.62739899252713105
leaf_count=176 30 5 12 9 5 36 6 25 14 43 30 18 12 12 4 36 17 6 2 27 14 43 189 86 2800 28 10 13 97 229
internal_value=5.88732e-06 -0.000112238 -0.0222081 0.0186652 -0.0476937 0.0375623 0.00397662 -0.0146805 0.0107256 5.16903e-05 -0.000112982 -0.0228031 -0.0439067 0.00682849 0.0214931 -0.0468672 -0.0243489 0.00973462 0.0298119 0.00629774 0.0268091 -0.050442 0.0266652 3.69095e-06 -0.00014306 -0.00363463 -0.0217791 -0.000441513 0.00312234 -0.0114371
internal_weight=70.1536 68.1269 0.501709 0.374328 0.152173 0.060504 2.02671 0.0326397 1.13592 67.6252 66.4944 0.340165 0.230398 0.124221 0.109766 0.0791058 0.0697319 1.13083 0.185603 0.139409 0.111683 0.0343679 0.0220115 66.1542 64.8232 5.47516 0.819344 4.65581 3.95797 0.717136
internal_count=4034 3838 281 276 264 255 196 250 190 3557 3435 142 78 66 64 54 60 122 116 114 87 73 214 3293 3263 463 96 367 339 242
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 0 1 0 1 2 0 0 1 1 2 0 2 2 1 2 0 1 2 2 2 0 1 0 2
split_gain=0.00464415 0.0249956 0.0416788 0.0295201 0.0152246 0.0106508 0.0103368 0.00900433 0.00718401 0.0475699 0.0225081 0.0263246 0.0188918 0.00714769 0.00768865 0.00410552 0.0298847 0.00749025 0.00606451 0.0291265 0.016202 0.00765096 0.00760561 0.00386961 0.0166445 0.00535456 0.0419821 0.0512165 0.0194122 0.00949644
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.52453519355000011 0.36575252235000005 0.49830843385000007 0.3148857818500001 0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 0.4349121284000001 0.43563066975000003 34.883496062400006 0.54562737640000014 35.171584490050009 36.242939472700009 0.38780276035000005 36.728658719300007 0.50086823750000009 0.37413550490000008 36.893814626400008 37.038444968100009 37.828051409500013 0.5231430197000001 0.37286308795000006 0.54386096225000014 37.903039192800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 -1 9 10 11 12 -2 -6 -15 16 -10 -17 19 21 22 -19 -20 -22 -25 26 27 -26 -28 -27
right_child=8 2 3 4 13 -7 -8 -9 15 -11 -12 -13 -14 14 -16 17 -18 18 20 -21 23 -23 -24 24 25 29 28 -29 -30 -31
leaf_value=0.071767467660615342 0.028516780776296755 0.10022514500910867 -0.1019538401033689 0.10030438903834059 -0.10028335698590525 -0.10233323546839344 0.10012122398113495 -0.088667623902623727 0.042931034838403825 -0.10284336423565987 -0.10024041716275699 0.10040533596995105 -0.10035229509116113 0.10018194522376672 -0.10014371364560848 -0.0078517955698567191 -0.0048186111204836209 0.047051991883416334 -0.047750284851906473 -0.0053996663113772886 0.01260036331371546 0.017607457811564777 -0.011595545762968345 -0.026876274034835473 -0.0032086250038770264 -0.013060674479982338 -0.013625692426604403 0.057930296174431031 0.0090423825077055337 0.00013097099445925653
leaf_weight=0.0045312725124387878 0.038908043687074456 0.035913074389100075 0.032274636439979076 0.016543350648134947 0.0083727423857453687 0.035877438427178276 0.0057526794262230388 0.015345111985425763 0.17850406810977038 0.049076972677539743 0.01433297642506659 0.036475516855716705 0.016075696404112882 0.0054821250960230827 0.0029452327671153355 1.1897642401547717 0.493262720720824 0.15834783381977224 0.095103014308348555 0.60087060880531062 0.24803140791539036 0.19934428157284856 0.14988140514186954 0.22816297052082646 0.26105721919066782 0.55043678298097987 0.83421869658343417 0.2883684616535902 0.69047280927124888 63.561324597731684
leaf_count=3 13 6 3 2 23 8 2 89 37 11 10 3 119 1 122 32 42 37 30 67 30 11 49 30 38 15 22 12 65 3102
internal_value=2.5882e-06 -0.0168553 0.01362 -0.0337793 0.0322098 -0.0671621 -0.017927 -0.0520928 4.19184e-05 -0.021472 0.0162762 0.034536 -0.00916091 -0.034844 0.0301712 8.97023e-05 0.00786958 1.40201e-05 0.000151917 0.00804958 3.87691e-05 0.0306424 -0.0256308 0.000133105 8.65448e-05 0.000179494 0.0051802 0.0288804 -0.00336021 1.7713e-05
internal_weight=70.0451 0.163038 0.101531 0.0656181 0.0333435 0.0615065 0.0256291 0.0198764 69.882 0.154869 0.105792 0.0914593 0.0549837 0.0168001 0.00842736 69.7272 0.671767 69.0554 67.8656 0.958563 66.9071 0.357692 0.244984 66.6621 66.414 66.1859 2.07412 0.549426 1.52469 64.1118
internal_count=4034 259 157 151 148 102 94 92 3775 156 145 135 132 146 123 3619 79 3540 3508 115 3393 48 79 3314 3284 3254 137 50 87 3117
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 1 1 2 1 1 0 1 2 1 2 0 0 2 1 0 2 2 1 0 0 2 1 2
split_gain=0.00291462 0.0149527 0.0130465 0.0439985 0.042342 0.0248011 0.118033 0.0350208 0.0231421 0.0118756 0.132619 0.148536 0.0602391 0.0505798 0.019601 0.010001 0.0724875 0.0412367 0.0453273 0.022258 0.0180416 0.0590777 0.0467238 0.041184 0.0252317 0.0126077 0.124992 0.116902 0.116384 0.106194
threshold=41.218101594450012 41.147265497500008 41.535369675400013 41.571132012400007 41.436838994450007 0.3459626957000001 0.36575252235000005 0.3453938505000001 0.34566330350000002 41.741384785950011 0.34530403280000005 0.34608245260000009 0.50465554925000011 0.43401395170000007 41.770271989050009 0.42473279245000012 42.434124620650003 0.55677973715000018 0.57294691775000006 42.402981339000007 0.42651417625000004 0.56643513670000012 42.536568606950006 43.384297312450009 0.43639411995000005 0.52507409960000018 0.53475943835000017 48.86568841230001 0.36945001650000003 42.622319549950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 -2 -6 10 -5 -12 -13 -14 -11 25 17 -17 -19 -20 -18 23 -23 -22 -25 28 27 -27 -16 -30
right_child=2 -3 3 9 8 6 -8 -9 -10 14 11 12 13 -15 15 16 20 18 19 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00038382896789753427 0.0030843219546269787 0.017539242723982551 0.032133968820289592 0.013733601132018519 -0.038322097879535756 0.051875159117111581 -0.0087127884092449408 -0.01363935470233716 -0.010104479400829345 0.016200560871652028 -0.12816137125008312 0.099453007004796756 -0.10126058371687281 0.046076528836836078 -0.001294174217005592 0.10117643058776221 0.038199112216880909 0.054052436812312102 -0.10093425532806198 0.04402478659381303 -0.10268445127120147 0.075264815673253715 -0.0020425885356940804 -0.10110167395193755 0.067203728207084465 -0.10255250095267894 -0.0013658967713732031 0.097245564449092492 0.089344465772113302 0.0084525349649151784
leaf_weight=35.503973413885419 2.7842343163381384 0.51543756969863253 0.42986492697473266 0.68933167200202905 0.48642327416018794 0.46763600362464774 1.0291936360694647 2.2755758422426879 0.72212068055141287 0.75242509198645535 0.16950044012628496 0.04940429690759629 0.053230195317382822 0.041438050020062178 17.248083952830985 0.10925791633781146 0.11052792467489791 0.13383586730924435 0.035168246854269114 0.015157883055508137 0.095484197154744654 0.08240146274511051 1.5260940031656174 0.012797760383605916 0.029301805739635256 0.21205826447142273 3.7200212354260884 0.033976621191342815 0.27181218151235853 0.40276740684935319
leaf_count=1801 37 31 15 17 23 17 52 26 23 15 5 24 16 33 814 7 7 10 74 2 18 14 408 63 33 194 150 7 20 78
internal_value=2.54041e-06 0.000629323 -0.000661682 0.000404432 -0.00426207 -0.00109177 0.010216 -0.00443691 -0.0214617 -0.000124349 -0.0107924 -0.0647084 0.00994365 -0.0367684 0.000307219 -0.000190251 0.00631783 0.0525054 0.0236303 -0.0572736 -0.000981688 -0.00346186 0.00191779 -0.0663554 0.0160409 -0.000829509 -0.00593138 -0.074961 0.00029947 0.0410468
internal_weight=70.0085 36.0194 33.9891 26.2239 7.76518 6.55664 1.49683 5.05981 1.20854 25.7941 1.0029 0.313573 0.144073 0.0946682 24.7912 24.0387 2.15003 0.29342 0.184162 0.0503261 1.85661 1.74608 1.6085 0.137584 0.0420996 21.8887 3.96606 0.246035 17.9227 0.67458
internal_count=4034 1832 2202 2024 178 132 69 63 46 2009 95 78 73 49 1914 1899 636 93 86 76 543 536 422 114 96 1263 351 201 912 98
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 0 0 0 0 0 2 2 2 0 1 0 0 1 1 2 2 0 1 2 1 0 0 0 1
split_gain=0.00345952 0.0265704 0.0103345 0.0393494 0.0259414 0.0640449 0.0457401 0.0779228 0.0406267 0.0716438 0.0353989 0.0238934 0.0500694 0.016968 0.0259183 0.0170473 0.0744131 0.0177947 0.0169113 0.0519045 0.0133965 0.0825519 0.0522279 0.0101563 0.0414857 0.0204617 0.0161873 0.0125484 0.0145601 0.0328306
threshold=0.5398790455000001 0.54064249575000012 38.748048509250005 0.54228915300000013 40.206947806850003 40.316494640950005 0.54499865270000014 0.55257327625000008 0.56719858685000013 0.54646567465000018 0.55481871800000016 39.110279783550006 39.337369931850013 38.400997490450003 0.54429508100000012 0.40509266190000009 0.56294721715000018 0.56395018115000017 0.42473279245000012 0.42114008565000011 39.420767558750008 39.458743938000005 0.57402472980000019 0.46112391845000006 40.636252116050009 0.46476153410000004 0.56188437470000008 0.5654770815500002 0.55769288345000012 0.45206730335000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 -4 8 -6 -7 18 9 -5 -9 -11 -13 14 -3 -16 -17 -18 19 -8 -10 -22 -23 27 -25 -26 -27 28 -12 -30
right_child=1 2 3 4 5 6 7 10 20 11 23 12 -14 -15 15 16 17 -19 -20 -21 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0003229770352493687 -0.035894386621113404 0.01361993345582478 -0.024747831498745265 -0.0075652888247548416 0.07436915149458298 0.015343512224980906 -0.013767192254438058 0.060382314770517725 -0.00053268402788526068 -0.10420538941130252 0.0028623325901774351 0.0040466592760666003 -0.10158374216214142 0.039023792181637713 0.0023516921342763768 -0.10171893505109227 0.00042757976163181597 -0.072696692756576128 -0.022713577027956885 -0.10396597207670953 0.10074621011743477 -0.10784899654922392 0.064078491796674367 0.092275791258911444 -0.1007673755721013 0.10046478482322969 -0.046855948407823714 0.0025595117367939557 -0.04371407515747612 -0.0031263266256205805
leaf_weight=57.870882153334421 0.22100624199811392 1.219231618291815 0.73708034948322065 0.72113515692762831 0.12106774782500895 1.6267357337510473 0.12621586821973085 0.096080536622139223 0.53507960129228127 0.10647150434670039 0.59901914250804178 0.097668830712791532 0.083015297887413908 0.13333737212286045 1.0347827188670633 0.091825764367499119 0.50670618804724654 0.035618074109264319 0.24858737496879257 0.12900460695163929 0.083902142464467033 0.047154511998769522 0.02825699971648632 0.052937211701220011 0.024137085703046068 0.01418362899494241 0.015729875565419604 2.4153626461602471 0.30708819140824062 0.56773542543851363
leaf_count=2469 14 17 19 14 19 36 33 13 46 11 20 9 44 26 5 67 6 330 17 14 6 7 48 19 15 2 443 202 50 13
internal_value=2.26736e-06 -0.00154101 -0.000897879 -0.00263321 -0.000607471 0.00233411 0.000932635 -0.00416795 -0.0115673 -0.0243861 0.000400709 -0.0666282 -0.0444852 0.00414681 0.00253665 -0.00556019 -0.0184705 -0.00437498 -0.0412777 -0.0593594 0.00704629 0.0325014 -0.0434271 -0.00104143 0.0293539 -0.0322719 0.0229969 -0.00187757 -0.00914915 -0.0173738
internal_weight=69.897 12.0262 11.8052 8.78365 8.04657 6.34389 6.22282 4.59608 1.70268 1.00829 4.09227 0.287156 0.180684 3.0215 2.88816 1.66893 0.63415 0.542324 0.503808 0.25522 0.694393 0.159314 0.0754115 3.99619 0.106988 0.0540506 0.0299135 3.88921 1.47384 0.874824
internal_count=4034 1565 1551 1100 1081 896 877 841 185 78 777 64 53 451 425 408 403 336 64 47 107 61 55 764 479 460 445 285 83 63
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 2 0 0 1 1 2 2 1 2 2 1 0 0 2 0 0 2 2 2 0 0 0 0 1 0
split_gain=0.00307374 0.022206 0.10605 0.0768957 0.0403721 0.0519867 0.0205451 0.016622 0.0161981 0.0159958 0.0168166 0.0162792 0.0147815 0.0880729 0.0586797 0.0254517 0.0796817 0.0272535 0.0226186 0.0137572 0.0370353 0.0133656 0.0815465 0.212728 0.210518 0.106831 0.181809 0.0735714 0.113319 0.0672621
threshold=0.48068920095000006 0.34551360740000009 41.685324604100011 0.4778150355000001 41.481306584950012 40.00488309970001 0.47769527860000011 0.48098859315000003 0.34467530910000005 0.34584293880000011 42.719328117250008 44.756878345700009 0.34515433670000012 41.919251152600005 42.753078181500008 0.34494476210000008 0.4778150355000001 0.47961138885000004 41.385032804600009 0.47754558250000007 0.47721625100000004 42.066503896600004 41.481306584950012 41.741384785950011 0.48637765340000011 0.49485045360000007 0.49949103320000005 0.51080805965000009 0.42039160505000012 0.4815274992000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 6 5 -3 9 -2 -9 -4 -11 -12 15 -14 -15 17 18 19 -17 20 -1 22 -10 24 -24 -25 -27 -28 -29 -23
right_child=7 2 3 -5 -6 -7 -8 8 21 10 11 -13 13 14 -16 16 -18 -19 -20 -21 -22 29 23 25 -26 26 27 28 -30 -31
leaf_value=-0.00057001623935792965 0.011431119067133283 0.011602335246826447 -0.10031949409679353 -0.085536566013490425 0.020242510943493941 -0.027804352090830067 0.10020981383638833 0.011736243260406938 0.00081350053158817874 0.066344616498270642 -0.10028645136155508 0.027641202653090408 0.0094317229887537976 -0.060578195508611703 -0.0064290188056542593 -0.017061878032920558 -0.055682484218392107 0.016730391804170453 0.0089478569429524493 -0.0075497265488995539 0.039554897112674237 0.040712196122335953 -0.1168916443351735 0.0031752676788534919 -0.0100654389572916 -0.077835312609101093 0.07629679270915446 -0.10416904902750795 0.033358421526519633 0.0012174190272013343
leaf_weight=5.4691224674156231 1.3324033972603491 0.59819856760104462 0.01551611178456358 0.28048106861933775 0.62601944303605694 0.76022491935049175 0.021834478713572025 1.1701697420794577 30.07816021955486 0.031501293711585276 0.018452315944344377 0.021581327411695383 4.9890725422603035 0.30112141722929653 0.59668477913237439 0.58637617129764474 0.35056545935913153 0.89100511418655592 0.77788372058421373 2.6960733903142682 0.24013170778925985 0.44682431127875943 0.36226324643939634 3.5489218910224736 0.37588250901136888 0.47168209869414557 0.12887693848460913 0.093556153096869821 0.16661129039867717 12.341349790239681
leaf_count=556 16 51 28 39 23 24 4 12 1466 20 45 58 56 44 49 62 18 10 17 37 10 21 16 26 70 5 10 27 61 1153
internal_value=2.5512e-07 -0.00107422 -0.0101309 -0.0578477 -0.000768405 -0.0104511 0.0134767 0.000410163 0.000111605 -0.00827802 0.011686 -0.0313232 0.000198044 0.00424301 -0.0245905 -0.00196451 -0.0131586 0.000100378 -0.00223146 -0.00166248 0.00111764 -0.000171703 -0.00117697 -0.0128072 -0.062493 -0.00449007 -0.0360955 0.0145102 -0.0160964 0.00259738
internal_weight=69.7885 19.2718 2.37381 0.389367 1.98444 1.35842 0.108886 50.5167 49.1843 0.087051 0.0715349 0.0400336 16.898 5.88688 0.897806 11.0112 1.71483 9.29633 1.36426 8.40533 5.70925 48.0141 35.226 5.14779 0.738146 4.40965 0.860726 0.389044 0.260167 12.7882
internal_count=4034 1151 292 194 98 75 155 2883 2867 151 123 103 859 149 93 710 97 613 79 603 566 2855 1681 215 86 129 103 98 88 1174
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 2 2 1 1 0 0 2 2 1 1 0 2 2 0 0 0 2 1 1 2 2 0 1 0 1
split_gain=0.00329536 0.0239927 0.0312344 0.0294738 0.0312544 0.0417311 0.0255399 0.232483 0.148792 0.0284537 0.0971937 0.0248614 0.0167031 0.114487 0.0304995 0.0446233 0.0628123 0.0727675 0.0163282 0.0866745 0.0478881 0.038005 0.0226651 0.0518185 0.0111208 0.0503861 0.0217602 0.00999084 0.00889847 0.0104167
threshold=0.5398790455000001 0.41911918805000009 0.54136103710000005 38.625745710700009 40.340071172300007 40.523311941050004 40.844669808050007 0.42114008565000011 0.42209814075000007 0.55257327625000008 0.55677973715000018 40.664404858950007 41.092444989200011 0.43639411995000005 0.43691805635000008 0.56643513670000012 42.402981339000007 42.536568606950006 0.54386096225000014 0.55677973715000018 0.55832160710000012 39.792680591700012 0.46280051495000007 0.4662734648500001 38.804080188450008 38.539340721750001 0.5696985120000001 0.43837010870000009 0.53928026105000015 0.41804137600000008
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 -5 -6 8 -8 -4 -9 -11 18 -12 -14 -15 -16 27 -18 -10 21 -21 -20 24 -24 25 -22 -26 -17 29 -1
right_child=1 2 6 4 5 -7 7 9 11 10 12 -13 13 14 15 16 17 -19 19 20 22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00023130645108648034 0.0013508821307388333 0.022331969573210288 -0.062725648530916708 -0.03454294239932313 0.013356565165534271 -0.022801292926554122 0.09872010397081285 -0.023900636098002567 0.017627874440585434 0.088521972995796838 0.0085097859527792519 -0.037090876597072379 -0.10210284228951608 0.06132735375212324 -0.072477103297108145 -0.033689579020248543 0.076971269579950097 -0.0013463085540084813 -0.0076321646806379456 0.064599384143084124 -0.0033496363125666909 -0.10564255401995358 0.070790687125230872 -0.10115948419420295 -0.019381515877008527 0.072947376085868335 0.006075096940817537 -0.10275616405640482 0.0072687025113899045 -0.013000524234717925
leaf_weight=55.338699456330161 1.7127306312313515 0.66079071857529736 0.41565966047846847 0.64955001137423085 0.54746598005294778 0.76552495587799285 0.24900650125346135 0.47611794265594687 0.60746379708871323 0.12561399340347668 1.1382449585096313 0.1631945123715467 0.11826552701995785 0.076108141336589941 0.08867139757529674 0.031634589657187351 0.12874448662660132 1.5110780448176653 0.062635474893014353 0.12526302744663587 0.52029137984885521 0.1074076948207221 0.10492232472097374 0.021040393728599227 0.68001932547144839 0.1038286309922114 0.66332722248216669 0.061978254212156969 1.7812355892965559 0.6014302433981048
leaf_count=2351 38 13 31 19 2 99 14 34 7 14 43 23 24 5 23 3 17 403 44 11 116 11 19 316 39 3 57 137 14 104
internal_value=-1.95646e-06 -0.00151594 0.00148054 -0.00823514 -0.016601 -0.00772488 -0.000337074 0.00514665 -0.006481 -0.00105611 0.00225961 0.000918725 -0.00117516 -0.00664204 -0.000694489 -0.0032851 0.000254319 0.0048025 0.002989 -0.000733716 0.00453971 -0.0695404 0.000945959 0.0420687 -0.00168683 0.00934314 -0.00681137 -0.0794165 0.000310605 8.90468e-05
internal_weight=69.6379 11.9166 8.24131 3.67527 1.96254 1.31299 7.58052 4.00546 3.57505 3.75646 3.28034 3.15939 3.15473 2.01648 1.89821 1.82211 1.73344 1.63982 2.9962 2.38874 2.21869 0.170043 2.09343 0.125963 1.96747 0.62412 1.34335 0.0936128 57.7214 55.9401
internal_count=4034 1565 1407 158 120 101 1394 717 677 703 669 646 655 612 588 583 560 420 623 616 561 55 550 335 215 119 96 140 2469 2455
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 2 0 1 1 2 2 2 1 0 2 2 0 2 2 2 1 2 2 0 2 0 0 2 2 0
split_gain=0.00337644 0.0241594 0.0811019 0.0441724 0.041765 0.0584 0.0353663 0.0319599 0.0305478 0.0575875 0.0198036 0.0160028 0.03548 0.0123194 0.00766102 0.00682158 0.0258284 0.0252398 0.0224952 0.0172812 0.024845 0.0155428 0.0143138 0.06669 0.0487963 0.0228423 0.070258 0.0175338 0.0141072 0.0217375
threshold=37.52517992975001 0.50086823750000009 0.36575252235000005 0.51191581090000016 37.038444968100009 35.879804895950009 0.49880243110000005 0.36533337325000009 0.36533337325000009 36.491284729650012 37.311503175250003 37.828051409500013 0.41347564445000012 0.52366695610000014 37.903039192800001 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.110279783550006 0.45280081435000008 38.478081868400004 39.420767558750008 0.48028502140000007 39.525197829750006 0.5223196910500002 0.52770875125000016 39.664548207900005 39.792680591700012 0.53928026105000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1 9 -7 13 12 -2 -5 -13 16 -16 21 -19 20 -20 -17 23 -21 -24 -25 -27 -26 29 -29
right_child=11 3 -4 10 -6 8 -8 -9 -10 -11 -12 14 -14 -15 15 17 -18 18 19 22 -22 -23 24 25 27 26 -28 28 -30 -31
leaf_value=-0.0036020898062073844 0.036591655479699663 -0.031246735178983343 0.077116758536694974 0.018786972380362268 0.059357929987491377 0.079622225095887705 0.01467456075544606 -0.10363768065183086 -0.10556772353608485 -0.10289105752494841 -0.026719389803474786 -0.011688375202400467 -0.0036786380962232617 -0.0015506922563047131 -0.0030763055105794287 -0.0062913377459288605 0.020496058610613963 0.015508508990960804 -0.029177999656410703 -0.01283267640172037 0.0022970326377336368 -0.033276452366083641 -0.027417411570351137 0.013246315301052906 0.017224199767865041 0.10193494644299894 0.0063377339202341527 -0.025997186289982783 0.00027877073490177113 0.00276682002692931
leaf_weight=0.083151586371336128 0.38105168736661443 0.60255673606923243 0.15618577309214743 0.33873287479218639 0.10438826282552327 0.033242057867937547 0.59428849071264267 0.051853107288479805 0.08170729037374258 0.03602056711221735 0.28597406476683307 0.55553164595153148 0.51376477072950077 2.4673925706538631 1.2212269308954016 0.5537361148501837 0.75047595495117958 0.94099746701856091 0.49050959512533043 0.5632838737219561 0.51315455269102017 0.34732166672293774 0.64510178461114165 0.24413328579703375 0.6015022366517887 0.15401122905313969 0.15350378506690276 0.5182953284238454 54.994719037411585 0.53282780345011815
leaf_count=144 31 24 10 30 25 37 7 3 4 17 20 15 31 383 50 15 62 46 30 7 18 47 47 13 31 5 35 31 2801 15
internal_value=-6.13595e-07 -0.00254951 0.0101708 -0.0064773 -0.000448181 -0.00754044 0.00417866 -0.0420241 -0.0641521 -0.0152952 -0.00165048 0.000189957 0.0134702 0.000904307 3.63963e-06 0.000106373 0.00589588 -7.99883e-05 0.000168045 -7.49293e-05 -0.0130854 -0.016693 0.000148641 0.0113706 -6.9742e-05 0.0360843 0.0542152 0.000241694 5.94324e-05 -0.0114163
internal_weight=69.5106 4.83549 1.14084 3.69466 0.984651 0.880263 0.729293 0.135005 0.15097 0.0692626 3.0921 64.6751 0.894816 2.80613 63.7803 63.2248 1.9717 61.2531 60.352 59.411 1.00366 0.901058 58.4074 1.11493 57.2924 0.551648 0.307515 56.6473 56.0458 1.05112
internal_count=4034 704 247 457 237 212 154 147 58 54 433 3330 62 413 3268 3253 112 3141 3079 3033 48 62 2985 60 2925 53 40 2878 2847 46
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 0 0 2 1 2 2 1 1 2 2 0 1 0 2 1 1 0 0 2 0 0 2 0 2
split_gain=0.00304687 0.016768 0.0123003 0.052142 0.0097786 0.0197347 0.00887886 0.00803915 0.00632679 0.0611842 0.045262 0.0135794 0.0205502 0.0529742 0.014006 0.0120457 0.0454152 0.0672371 0.0265437 0.0174155 0.066168 0.0740493 0.0492453 0.0977345 0.0426218 0.0503581 0.0226463 0.0203674 0.047855 0.0232579
threshold=0.47865333370000007 0.4778150355000001 0.34536391125000004 0.34545372890000009 40.636252116050009 41.481306584950012 0.47916230050000003 0.47709649410000005 43.631818398850008 0.3453938505000001 43.680097826700013 48.86568841230001 0.3782970569500001 0.39162001140000008 50.205949521800008 42.899217095850013 0.50922128080000018 0.39091643965000006 0.48386275860000011 42.456897412850005 0.34829795515000012 0.34554354660000003 0.48386275860000011 0.48351845755000006 42.558389508100007 0.56859076075000015 0.52453519355000011 42.283941020600004 0.49649711085000009 42.066503896600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -2 -5 15 -10 -11 -12 -13 -14 -15 19 18 -18 -17 27 21 -21 23 -23 -22 26 -26 29 -29 -8
right_child=6 4 3 7 5 -7 8 -9 9 10 11 12 13 14 -16 16 17 -19 -20 20 24 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0004281539559228222 0.0079104608298306775 -0.0013840288846437088 0.058612594122634191 0.003718970748346981 -0.025274781122704728 -0.0040035767242312696 -0.00023665206864510074 -0.026721348779658222 0.059632393750230106 0.087901263297597176 -0.0043085302770411232 0.093622118178933469 -0.10279066267570819 0.083656936967577644 -0.10009866280506961 -0.0024339026933544155 0.070067108836538855 0.0014305739624720121 -0.019522873708716425 -0.0054129630526699481 0.013434878050617894 0.09432100221248417 0.019734098774427663 -0.0038516936656127093 -0.062760174010987796 -0.0019070325299219055 -0.020800735954641613 -0.029841456927815285 0.0013189565810079911 0.011764323024392171
leaf_weight=9.222470973977698 1.5011742074057099 1.4128871990833425 0.18820232324287633 0.58718300076944185 0.72462847421411414 1.0956287332173813 39.600680755812682 0.10179968696320429 0.18983854399994227 0.057293816083984539 1.8668486429924516 0.03608061215345526 0.029734383897448424 0.044332308844683865 0.0045760930945064606 2.0902067376300688 0.17923683766275633 0.70062518087019754 1.608299524619724 0.75189552066149135 0.80187083491546252 0.29644061782164477 0.836974514182657 0.15413231402635574 0.24147958786170398 0.99152551470842809 0.27524006571002246 0.76327808305359157 1.391113464085947 1.683520238517757
leaf_count=714 30 19 12 186 10 41 1773 33 8 10 454 5 7 48 201 23 7 91 46 17 36 58 8 3 14 23 30 18 49 60
internal_value=4.53288e-07 -0.00135837 0.000648129 0.0119639 -0.00762624 -0.0124715 0.000323413 -0.000778697 0.000114797 0.00533293 0.000277113 -0.00225639 0.0311372 0.00246974 0.0664639 -0.000107286 -0.00500726 0.0154125 -0.00986506 0.000362159 0.00639502 0.0195219 0.0340833 0.060738 -0.00519382 -0.0150979 -0.0404097 -0.000241919 -0.00972085 0.000252733
internal_weight=69.4292 13.3328 10.0997 0.877185 3.23314 1.82026 56.0964 0.688983 54.5952 2.2287 2.03887 1.98157 0.114723 0.0786428 0.0489084 52.3665 4.57837 0.879862 3.69851 47.7882 4.34956 2.03944 1.28755 0.450573 2.31012 1.50825 0.51672 43.4386 2.15439 41.2842
internal_count=4034 1015 945 231 70 51 3019 219 2989 733 725 715 261 256 249 2256 167 98 69 2089 189 86 69 61 103 67 44 1900 67 1833
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 2 2 1 1 1 2 0 2 2 1 0 1 1 2 0 2 2 2 0 2 0 2 2 1
split_gain=0.00336236 0.1536 0.0752577 0.0620838 0.0572804 0.106757 0.080021 0.0815118 0.0653567 0.036169 0.0305564 0.0320767 0.0206138 0.0149304 0.0151595 0.0124215 0.0240035 0.113872 0.0582158 0.0170565 0.07826 0.181742 0.0571229 0.0382635 0.108498 0.0893182 0.0484898 0.106321 0.0589214 0.0436203
threshold=0.39587138110000003 0.53475943835000017 36.728658719300007 0.39408999735000005 0.39072183470000005 39.110279783550006 40.750688432250008 47.709122305950011 0.39045238170000002 0.39971857130000005 0.40099098830000007 37.198331469900005 0.54136103710000005 43.631818398850008 48.96897326980001 0.38976377950000002 0.52005927965000021 0.38552737940000009 0.38052752915000004 40.563919884450009 0.5054040298000001 42.558389508100007 40.720231579350006 40.241071441700008 0.47976108500000009 40.206947806850003 0.48306936920000004 39.256147742250008 37.784765830350004 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 -6 -7 -8 15 -3 -11 12 -12 -4 -15 16 18 -18 19 23 22 -22 -21 25 -25 26 29 28 -28 -1
right_child=1 9 13 -5 5 6 7 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0022684282072699168 0.030354705083284375 -0.036742877138254172 -0.10212220955745843 0.024771524622935831 -0.066917802374069413 0.070876320547509725 -0.10116885728710484 0.034715710568738851 0.03184764507237741 0.016647472787825478 -0.10265620281850965 -0.00013948503216980459 -0.014460219700096592 -0.10067241145958283 0.081169418078541444 -0.010880002306233686 -0.014391706961464114 0.042548504155716697 -0.032310219820058557 -0.027310288677550549 -0.07855986016442959 0.027800647219527099 0.00027724388588091321 -0.0023581045303055397 0.031841420583817462 -0.033734934259676184 0.0052563992205018131 0.032108933212698233 -0.037478090007451587 -0.017265296858270131
leaf_weight=4.0016503546158111 0.059036361771750312 0.26371665320766879 0.23075229868576486 1.0264523785729398 0.35288179443875733 0.13630427437601611 0.085603292899520511 0.09115020053235412 0.64884556643664737 1.108712405282861 0.049205037474164826 17.087784456655534 0.057433735021686583 0.0090332495302385407 0.0093091208492452893 1.0462728335005511 0.73005129133025437 0.67684236360855721 0.5597838050161944 0.76983460023246308 0.3931099773508312 0.27168647292387504 29.975917439919154 2.282367799888561 1.5628388685290699 0.73575906082987863 1.6685140657905329 1.4784572218486571 0.39998257270781312 1.6003892120788528
leaf_count=252 18 31 131 38 33 11 72 21 15 7 9 1247 306 148 46 28 27 41 32 72 22 37 1085 24 43 6 79 46 34 73
internal_value=3.65548e-06 -0.00113506 -0.0711603 0.000429311 -7.57835e-05 -0.0292059 0.0133033 -0.0310944 0.000321716 2.70565e-05 0.000556848 -0.000480691 -0.0551554 -0.0952197 -0.00838404 -0.000103081 0.000136279 0.0130017 -0.000259784 0.000137671 -0.00114749 -0.0350929 -0.000413513 0.00307779 0.0115419 -0.00021478 0.0024809 0.0116301 -0.00300711 -0.00331196
internal_weight=69.3697 18.875 0.308131 50.4947 49.4682 0.66594 0.313058 0.176753 48.8023 18.5669 18.3031 17.1944 0.106639 0.249095 0.0183424 48.1535 47.1072 1.40689 45.7003 45.1405 31.4105 0.664796 30.7458 13.73 3.84521 9.88475 9.14899 3.54695 2.0685 5.60204
internal_count=4034 1943 343 2091 2053 137 104 93 1916 1600 1569 1562 315 325 194 1901 1873 68 1805 1773 1216 59 1157 557 67 490 484 159 113 325
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 2 2 1 2 2 2 1 0 0 1 0 2 2 0 2 2 2 1 2 0 2 0 2 2 0
split_gain=0.0029855 0.0186122 0.0705118 0.0370833 0.035417 0.0521533 0.0357694 0.0276672 0.0511878 0.0179976 0.0128191 0.0290644 0.0119382 0.0167385 0.0331136 0.0135097 0.00595086 0.00634433 0.0226816 0.0182477 0.0160324 0.0128904 0.0192282 0.0120542 0.0579203 0.0432859 0.0187746 0.0133472 0.0122366 0.0189517
threshold=37.52517992975001 0.50086823750000009 0.36575252235000005 0.51191581090000016 37.038444968100009 35.879804895950009 35.171584490050009 0.36533337325000009 36.491284729650012 37.311503175250003 37.828051409500013 0.41347564445000012 0.52404119640000013 0.53928026105000015 0.39591628995000006 0.54228915300000013 37.903039192800001 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.110279783550006 0.45280081435000008 39.420767558750008 0.48028502140000007 39.525197829750006 0.5223196910500002 39.664548207900005 39.792680591700012 0.53928026105000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1 8 -7 12 11 -2 -5 14 -14 -15 -12 18 -18 -19 -21 22 -22 24 -23 -25 -26 -27 29 -29
right_child=10 3 -4 9 -6 7 -8 -9 -10 -11 16 -13 13 15 -16 -17 17 19 -20 20 21 23 -24 25 26 27 -28 28 -30 -31
leaf_value=-0.0079923605225915104 0.033422728559707723 -0.028593455366863526 0.073458669197905113 0.010705706728616588 0.055205864867536085 0.076334924596502457 0.047448788010753154 -0.10505017717330963 -0.10262400714967893 -0.025377383221241091 -0.010271896601618934 -0.0032619355103477073 -0.058401437225179278 0.01189115729635702 0.012805931580774962 -0.0067377856206950046 -0.0027023534794088596 -0.014225971266964461 0.019434730949377664 0.013209773578446469 -0.025739466989862833 -0.011731292112675941 0.0021076956279340981 -0.025886231998935211 0.013622138461340831 0.015122771354703907 0.05136766832381004 -0.024444540066030723 0.00026558588877365833 0.0025316256603904012
leaf_weight=0.56986223112552037 0.37192554244097387 0.59889077453135575 0.14701733778929338 0.87718465226134945 0.10054571925866185 0.031170216660939332 0.14623394278532942 0.074632410891354084 0.032803762200444453 0.284028911913765 0.55740153887918964 0.51504450588211803 0.14686362468444247 0.62897687312215556 0.11760074195080961 1.021536907873146 1.2196805639974351 0.89769884458922788 0.74589292266404728 0.92377449375105314 0.48035503414575842 0.56695745699107536 0.51251324663677167 0.64233830777197809 0.2415126161849912 0.59466147191756036 0.29002366409253 0.51012461935169884 54.837575984194842 0.53204994370321401
leaf_count=130 31 24 10 33 25 37 24 4 17 20 15 31 24 12 27 317 50 62 62 46 30 7 18 47 13 31 40 31 2801 15
internal_value=3.00525e-06 -0.00240904 0.00898809 -0.00582737 -0.000934242 -0.00753847 0.00332927 -0.0636856 -0.0154294 -0.00139514 0.000181827 0.0121207 0.00104442 -0.00338108 -0.0267373 0.000361322 1.52016e-05 0.000106225 0.00569819 -7.38748e-05 0.0001374 -6.65578e-05 -0.0113649 0.000126137 0.0105022 -7.342e-05 0.0342173 0.000220174 6.15836e-05 -0.0106727
internal_weight=69.2169 4.77735 1.10227 3.67508 0.955248 0.854703 0.716096 0.138606 0.063974 3.07619 64.4395 0.88697 2.79216 1.91498 0.264464 1.65051 63.5526 62.9952 1.96557 61.0296 60.1319 59.2081 0.992868 58.2152 1.09849 57.1168 0.531536 56.4744 55.8798 1.04217
internal_count=4034 704 247 457 237 212 154 58 54 433 3330 62 413 380 51 329 3268 3253 112 3141 3079 3033 48 2985 60 2925 53 2878 2847 46
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 0 2 1 1 1 1 1 2 0 2 2 1 0 1 1 2 0 2 2 2 0 2 2 0 2
split_gain=0.00355456 0.137485 0.0683025 0.0528373 0.0471302 0.0989634 0.107445 0.113035 0.0567705 0.0355882 0.0291854 0.0236646 0.0277684 0.020159 0.0137056 0.0134949 0.0114229 0.0216434 0.0963965 0.047095 0.0150791 0.0643195 0.149734 0.0459143 0.0301163 0.0907781 0.0727348 0.0450359 0.0628357 0.0329742
threshold=0.39587138110000003 0.53475943835000017 36.728658719300007 0.39408999735000005 0.39072183470000005 0.52770875125000016 39.110279783550006 0.39091643965000006 0.39045238170000002 0.39193437325000008 0.39971857130000005 0.40099098830000007 37.198331469900005 0.54136103710000005 43.631818398850008 48.96897326980001 0.38976377950000002 0.52005927965000021 0.38552737940000009 0.38052752915000004 40.563919884450009 0.5054040298000001 42.558389508100007 40.720231579350006 40.241071441700008 0.47976108500000009 40.206947806850003 40.137820134150012 0.50465554925000011 38.625745710700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 6 -6 -8 16 -7 -3 -12 13 -13 -4 -16 17 19 -19 20 24 23 -23 -22 26 -26 27 28 29 -1
right_child=1 10 14 -5 5 9 7 -9 -10 -11 11 12 -14 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0051479183238472793 0.02640211633464545 -0.033383808192326191 -0.10191574478501009 0.023092803822772241 -0.12328144875897556 0.033100421428232732 0.10051633022596931 -0.10064626298584377 0.029864600554744731 -0.031590140121740863 0.014630196238438016 -0.10242907329235662 -0.00023271607906514134 -0.013044225312026642 -0.10060840724335814 0.07815297752999284 -0.010442280326185664 -0.012484838489569369 0.04007812342223202 -0.029107465488540336 -0.024427190960072957 -0.071860827123212359 0.02519750042936943 0.00022302251193480837 -0.002146058292764146 0.029347959112418207 -0.030096472354241777 0.023964046413246506 0.028772263408980082 -0.0082352942205710777
leaf_weight=3.2147877364420108 0.05833385898347776 0.25990315987292234 0.20974750749962823 1.0091591681296836 0.16497971939452227 0.21661395467526745 0.058018198236823082 0.053868085303662383 0.64226427674293418 0.14000434238550952 1.0931563061294607 0.045150033853139426 17.076734741962799 0.05719255256389022 0.0081807162988725146 0.0087291433121521322 1.0376498657524269 0.73653582318524857 0.66293661069721566 0.55711379245076287 0.77516989613304232 0.38725186997180472 0.26960993403281464 29.968586692188754 2.2852046177004008 1.5266313088359309 0.74251155368983823 0.87928051326889622 0.70172975200694043 4.30809399446008
leaf_count=315 18 31 131 38 24 13 4 58 15 38 7 9 1247 306 148 46 28 27 41 32 72 22 37 1085 24 43 6 14 39 116
internal_value=3.1663e-06 -0.00116944 -0.0700979 0.000441504 -2.18912e-05 -0.0271223 -0.0719799 0.00366582 0.000330661 0.00770363 -0.000109443 0.00036385 -0.00054396 -0.0524778 -0.0949337 -0.00832889 -6.40813e-05 0.00016497 0.0124145 -0.000210838 0.000146443 -0.00106005 -0.0320231 -0.000398505 0.00292021 0.0104672 -1.46886e-06 0.00245307 0.000153369 -0.00251618
internal_weight=69.1551 18.8171 0.284991 50.338 49.3288 0.633484 0.276866 0.111886 48.6954 0.356618 18.5321 18.2722 17.1791 0.102343 0.226657 0.0169099 48.0531 47.0154 1.39947 45.616 45.0589 31.4006 0.656862 30.7438 13.6582 3.81184 9.8464 9.10389 8.22461 7.52288
internal_count=4034 1943 343 2091 2053 137 86 62 1916 51 1600 1569 1562 315 325 194 1901 1873 68 1805 1773 1216 59 1157 557 67 490 484 470 431
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 1 0 1 1 1 0 1 1 0 2 0 1 1 0 2 2 1 2 1 1 2 1 1 1
split_gain=0.00345559 0.0229846 0.0346196 0.0240275 0.0171023 0.0503583 0.0330876 0.114335 0.0140412 0.0183356 0.0187623 0.0106917 0.0162309 0.039877 0.0545186 0.0305381 0.0178211 0.0189802 0.0509491 0.0213295 0.0138108 0.0103754 0.00929259 0.0089968 0.00896635 0.0229175 0.00895387 0.0097845 0.0129968 0.00865664
threshold=0.5398790455000001 0.41988263825000011 0.54228915300000013 0.54136103710000005 0.54300769440000007 0.42114008565000011 0.42473279245000012 0.54386096225000014 0.42922367590000005 0.43287626120000006 0.4349121284000001 0.55074698365000019 0.44805544745000009 0.43837010870000009 0.57537199485000012 42.310579034350006 0.55832160710000012 0.46280051495000007 0.4662734648500001 0.56341127510000011 40.844669808050007 41.178189531300006 0.4317685099500001 42.522337019050006 0.41615520495000008 0.41804137600000008 38.804080188450008 0.45206730335000006 0.45280081435000008 0.43691805635000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 -3 -5 -6 -7 -8 -9 22 -11 -12 13 15 -15 29 -14 19 -19 -18 -16 -4 -10 -20 -1 -26 -21 -28 -29 -13
right_child=1 3 21 4 5 6 7 8 9 10 11 12 16 14 20 -17 17 18 23 26 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=6.7013152938843234e-05 -0.027966762528750324 0.019945181318621687 -0.0002158181436886406 -0.014435003417471649 0.038841581981722849 -0.019928067507602742 0.099101574446463767 -0.031248839906725712 0.010767125480765478 -0.03445601395862985 0.036191637268589788 0.049060003189011117 0.032661509525199105 -0.10256160727819162 0.098769900664367694 -0.035035107278430809 -0.017058832522453212 0.067116848164748485 -0.10086145259095153 0.013842658744695589 -0.016198197360236543 -0.014121101143311846 0.058751136987571673 0.036018120144360108 0.016271913303410681 -0.003732647739287968 0.0037657736439587024 -0.036092338090985408 -0.0028325178336206362 0.0061024457343196994
leaf_weight=54.976401525628496 0.7062637888975617 0.64679590421655841 2.3488747634676206 0.7531566860161546 0.34190568872327265 0.77388214761049301 0.11902223643846799 0.13995139597682271 0.083330019127032418 0.15508668445181673 0.084230452608153317 0.095141767211316508 0.18322688064534975 0.098869430154479687 0.018143514573765174 0.13100434363514069 0.65128006028862717 0.11505641460667015 0.026055974290636663 0.59466184878236061 0.024636917626253307 0.69547280609259576 0.078265874697990512 0.0058867462594989197 1.1665519176264525 1.1249123368520093 2.0912626042891138 0.14892335375770915 0.55661523283879433 0.09253655581142084
leaf_count=2352 20 13 64 17 19 33 4 30 37 25 6 16 18 47 23 19 19 24 478 52 29 88 11 274 9 108 41 6 126 26
internal_value=1.85218e-06 -0.00155954 -0.00801994 0.0014659 -0.00015759 0.00146946 -0.000569411 0.00215784 1.08196e-05 0.000846634 -0.000209747 0.000870294 0.000254746 -0.0176061 -0.0617526 0.00201644 0.00213491 0.000799916 0.0360969 -0.000483526 0.0325607 -0.00339244 0.0340073 -0.0756358 0.000322472 0.00645139 0.00269952 0.000330237 -0.00985292 0.0278794
internal_weight=69.0274 11.7595 3.75061 8.00893 7.36213 6.60898 6.26707 5.49319 5.37417 5.23421 5.07262 4.91753 4.8333 0.460333 0.14165 0.318683 4.37297 4.18974 0.146999 4.04274 0.0427804 3.04435 0.161596 0.0319427 57.2679 2.29146 3.39146 2.7968 0.705539 0.187678
internal_count=4034 1565 172 1393 1380 1363 1344 1311 1307 1277 1229 1204 1198 160 99 61 1038 1020 776 244 52 152 48 752 2469 117 225 173 132 42
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 1 2 2 0 0 2 1 2 0 0 0 1 2 2 0 2 2 1 1 1 2 1 1 0
split_gain=0.00298956 0.0359521 0.0330381 0.0143455 0.029706 0.0235995 0.0123966 0.0137733 0.0121353 0.00671902 0.00832519 0.00509518 0.0187924 0.00867414 0.0348509 0.140551 0.1155 0.0079866 0.0112754 0.00729199 0.00489514 0.00392714 0.014958 0.0373523 0.0637603 0.0270069 0.020442 0.0147875 0.0518626 0.0287157
threshold=34.883496062400006 0.36575252235000005 0.49485045360000007 0.38906020780000011 34.654301448200009 0.54386096225000014 0.34398670700000006 32.051492741500006 35.171584490050009 0.5681267027500001 0.56859076075000015 36.242939472700009 0.38780276035000005 37.198331469900005 0.52284362740000012 0.50410167360000013 0.5296248615500001 0.42114008565000011 36.728658719300007 36.893814626400008 0.50086823750000009 41.218101594450012 40.844669808050007 0.34527409360000011 0.42290649980000011 0.4317685099500001 40.750688432250008 0.39591628995000006 0.40099098830000007 0.48597347385000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 7 -1 -2 -7 -11 12 20 14 15 19 -16 -18 -19 -13 -10 22 26 -24 -25 -26 27 29 -29 -15
right_child=8 3 -4 4 -6 9 -8 -9 11 10 -12 13 -14 21 16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.10026050239004203 -0.010187204952496642 -0.0074053410666967308 0.10118130550121263 0.087659851383205922 -0.10233775098007361 -0.1003168235658361 -0.10044429548455434 0.069001699496954547 0.039873142835249613 0.10017510009720786 -0.10007944475679863 0.020840439915804265 -0.0032125378780197772 7.1007485918051164e-05 0.069669154454016585 -0.094120990517857037 -0.1019823188020592 -0.10066396275745314 0.053120685205090348 -0.004457599585814897 0.015677752784360698 -0.00061776870573394468 -0.00768197190532997 0.02601214610727319 -0.018660590457002909 0.0096055868549074826 -0.012102752445187437 -0.031773749391253756 -0.00058385145238482809 0.0096961484901868632
leaf_weight=0.0065490637219840489 1.1652433292179853 0.62940646626339003 0.069031569641083479 0.061298011110920925 0.013523859621010326 0.0094796120299633913 0.011862467124640563 0.018078189584009863 0.14785238024525504 0.0052765165455639362 0.0034226149571682241 0.22907879461361957 0.6017810803744208 12.159526928773188 0.16329707322574905 0.18999545668486917 0.053276294230727217 0.0099005737958819395 0.0091961267901012889 0.22668940963663431 0.19246875448152423 33.563790946752349 1.3049930138077446 1.6197233763159604 0.62390294889974007 0.7376810887855072 1.3125057113303444 0.56628240033080501 9.1040170056751446 4.1600338273253774
leaf_count=59 32 23 11 8 8 24 35 18 37 1 152 39 67 281 13 10 20 33 29 27 11 2202 31 53 10 53 30 52 456 209
internal_value=2.8387e-06 0.00597574 0.0604996 -0.00198852 0.0346713 0.0579849 -0.0164623 0.0239902 -6.97331e-05 -0.0420778 0.0213863 0.00010629 0.00740851 2.10954e-06 -0.00985162 -0.021864 0.0230636 -0.0820937 -0.0266081 0.00825773 0.0261894 0.000135418 0.0009357 0.00642769 0.0126038 -0.0033465 7.34912e-05 0.0006884 -0.0024103 0.00252456
internal_weight=68.9692 0.827928 0.105521 0.722407 0.0930006 0.0794768 0.0364897 0.0246273 68.1412 0.0181787 0.00869913 66.976 0.942102 66.0339 0.881434 0.645764 0.23567 0.072373 0.0190967 0.455768 0.340321 65.1525 31.5887 4.2863 2.98131 1.36158 27.3024 25.9899 9.6703 16.3196
internal_count=4034 339 123 216 193 185 112 77 3695 177 153 3663 115 3548 171 76 95 82 62 66 48 3377 1175 147 116 63 1028 998 508 490
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 2 2 1 0 1 2 2 2 2 2 2 2 2 1 2 2 0 1 2 0 0 2 2 2
split_gain=0.00267845 0.0273486 0.203908 0.0989036 0.058796 0.0152404 0.010935 0.00997256 0.011111 0.0283557 0.034246 0.0230614 0.0302044 0.0177088 0.0136247 0.00914478 0.0115588 0.00735056 0.0191894 0.0062215 0.00446983 0.0229645 0.118491 0.1419 0.0697431 0.0188744 0.0756346 0.0213911 0.0512943 0.0280715
threshold=0.31100865245000009 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.835088602800006 47.709122305950011 0.34219035360000005 0.44284602260000011 0.31761025120000003 41.674196414850009 39.458743938000005 36.491284729650012 37.52517992975001 49.420225120050006 48.96897326980001 44.952171034750002 36.957836847500012 0.3979222179000001 42.779078631750004 43.018222997350009 0.4815274992000001 0.34829795515000012 43.047778594550003 0.48386275860000011 0.48597347385000006 43.631818398850008 44.169240047700008 44.421469061800003
decision_type=2 2 2 2 2 2 2 2 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 7 -3 -4 -5 -6 -7 8 9 10 -2 12 13 -12 -11 16 17 18 -1 -8 -10 22 -22 -24 -23 27 -27 -26 -29 -30
right_child=1 2 3 4 5 6 19 -9 20 14 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 24 23 -25 25 26 -28 28 29 -31
leaf_value=0.10010054463014149 -0.10059708739504634 -0.13670622078220768 0.058678680772304176 -0.10357073783791293 0.097676634572153018 -0.10026878677612372 0.051354059854864409 0.0094095969078688644 0.00027261012713628371 -0.027862873594805139 0.051680002158293964 -0.046661922603989783 0.10035564415919976 -0.10088592814611637 -0.10066251296712603 -0.0039643368194965806 0.013568980796835124 -0.0052024323989798204 -0.10052453683792389 -0.10009900219212918 0.008854389891879498 0.06364290571575705 -0.10796098049963619 0.015549798473226673 -0.0067895583589535589 0.078171702250597899 -0.00050907251141837429 -0.10176410575217083 0.046992092504064616 -0.065453862947875918
leaf_weight=0.0059508716222060878 0.024002055577379333 0.11963756021577765 0.20573896750283893 0.083155785920098424 0.021082611652673222 0.009745348550801225 0.017633982757644162 1.1223271264719858 57.974585875206628 0.056398529661237262 0.015439945082949436 0.028854025826149154 0.0557640022598207 0.014998686667524908 0.047242653275816338 0.89199636364355672 0.97403741674497724 0.11936697698547505 0.023974535483330506 0.0032053226028310169 0.70212885226977817 0.16759189777076233 0.23868900281377137 0.15241809417722241 1.5539089819377228 0.12602518196217705 3.9994032233566807 0.081517709864328824 0.061073321892763488 0.034881340225183521
leaf_count=2 73 5 12 9 5 36 25 60 2442 18 53 22 6 8 60 6 14 25 149 189 33 12 19 38 85 4 512 25 8 79
internal_value=3.12597e-06 -0.00010505 -0.0243989 0.015054 -0.0515168 0.0322613 -0.0128309 6.31784e-05 -9.73749e-05 -0.0214541 0.00805481 0.0307208 0.0566225 -0.0234971 -0.0610471 0.00359504 0.00959767 -0.0163126 -0.0606289 0.0280589 -1.77453e-05 -0.00238275 -0.0157167 -0.0598277 3.69438e-05 -0.00178313 0.0018945 -0.010546 -0.0434362 0.00611585
internal_weight=68.9328 66.9175 0.4602 0.340562 0.134823 0.0516673 0.0305847 66.4573 65.3349 0.2427 0.139059 0.115057 0.0862026 0.0304386 0.103641 2.01533 1.12333 0.149292 0.0299254 0.0208393 65.0922 7.11764 1.09324 0.391107 6.0244 5.85681 4.12543 1.73138 0.177472 0.0959547
internal_count=4034 3838 281 276 264 255 250 3557 3497 240 162 89 67 61 78 196 190 176 151 214 3257 815 90 57 725 713 516 197 112 87
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 1 2 2 0 1 2 1 2 1 0 0 2 0 2 2 1 2 1 0 1 2 0 2 2 2
split_gain=0.00260091 0.0146284 0.0787304 0.216035 0.07232 0.0565843 0.0420118 0.0268795 0.0204151 0.0443615 0.0715495 0.0526647 0.0297377 0.0410875 0.0814795 0.0267139 0.0325365 0.10497 0.0217655 0.0183295 0.0846036 0.0455097 0.0134103 0.0933383 0.0178927 0.0128267 0.0394482 0.012636 0.00943591 0.0736174
threshold=39.896141435400004 0.34524415440000006 0.48271009850000007 39.458743938000005 0.34829795515000012 0.36006406990000012 39.525197829750006 38.064633603500006 0.53928026105000015 0.39072183470000005 38.903925214650009 0.39045238170000002 36.893814626400008 0.38370108680000009 0.5054040298000001 0.5398790455000001 39.184300550350009 0.56341127510000011 35.171584490050009 38.244973486750006 0.39476362980000007 36.491284729650012 0.42039160505000012 0.54136103710000005 0.4019490434500001 39.051326806600009 0.47464147780000004 40.003678352300007 38.625745710700009 37.627645350900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -4 25 -6 9 11 19 12 18 14 -14 -10 22 -18 -7 20 -11 -22 24 -24 -17 26 -1 -2 29 -25
right_child=27 2 5 -5 7 8 -8 -9 15 10 -12 -13 13 -15 -16 16 17 -19 -20 -21 21 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00055000209148741775 0.0076014122297653813 0.10177441341401289 0.041237402129232902 -0.11214627910670448 -0.095955675988489808 -0.0093086827353022292 0.032362605652272378 0.021774689727302302 0.015530112307311337 -0.10264385996503862 -0.06794387657304389 0.025793366005647789 -0.025465588768174022 -0.03212113033727701 0.029814085335314339 0.0030960597961602987 -0.10234365784116467 0.022848356455272403 0.01160124622762475 -0.0051673711782515069 -0.045367882298969417 0.047044757674439192 0.10201337254539473 0.0023091289372561639 -0.016980674099939204 -0.011845467220229149 0.049016312222373321 3.3157914130479782e-06 0.010203902842952473 -0.10267132812002827
leaf_weight=1.6360249799168682 2.2862017888015478 0.087164590493742478 0.30558240131358516 0.2198290537999128 0.034895934868834244 0.84998800588937129 0.47611443139612664 0.043651964180682512 1.1729160122340543 0.11176822723780322 0.26288431306602422 0.62931833509355772 0.62832197587704264 0.77460447291377921 0.46319847952690907 1.0413948968052866 0.12483937306387805 0.14449515523773115 1.2014743988402186 1.1217566141226596 0.098460159631258648 0.11615660933500749 0.097151396796107847 1.0910545699976244 0.77370241109520055 0.67352414753986511 0.17803968742373388 51.355912845712105 0.76138378742974677 0.071154303432058641
leaf_count=194 30 7 34 11 36 40 17 10 10 23 38 15 35 45 27 5 31 42 39 26 24 31 2 310 46 14 15 2735 49 93
internal_value=2.64226e-08 -0.00115509 -0.00268288 -0.047154 0.0390627 -0.00123498 0.00514799 -0.0305286 -0.00236005 -0.00622345 -0.0199486 -0.0010586 -0.00537208 -0.014507 -0.00200706 0.00222058 -0.00158217 -0.0351795 0.00293758 -0.0112359 -0.0320931 0.00464843 0.000776867 0.00638067 -0.00546184 -6.07723e-05 0.00431464 0.000327143 0.00155073 -0.00411812
internal_weight=68.833 15.1909 12.2271 0.385542 0.165712 11.8416 2.9637 0.0785479 11.536 6.25793 1.71103 4.54691 3.91759 1.86612 1.09152 5.27809 4.10518 0.269335 2.05146 1.44814 0.326385 0.214617 3.83584 2.02074 1.8151 2.48759 1.81406 53.6421 1.92359 1.16221
internal_count=4034 1269 1029 64 53 965 240 46 931 343 142 201 186 107 62 588 578 73 79 104 78 55 505 454 51 223 209 2765 452 403
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 1 2 2 0 0 2 2 1 1 2 2 2 2 2 0 1 0 0 2 1 1 0 1 2
split_gain=0.00270749 0.0316153 0.0314447 0.0143609 0.026204 0.021224 0.0107867 0.0116258 0.00904651 0.00602317 0.0075348 0.00344615 0.00827155 0.0670763 0.00703217 0.00260119 0.0148788 0.0102675 0.0439808 0.0327268 0.041111 0.0785066 0.0753429 0.0206232 0.00782368 0.101912 0.125625 0.0513583 0.0463481 0.0157564
threshold=34.883496062400006 0.36575252235000005 0.49485045360000007 0.38906020780000011 34.654301448200009 0.54386096225000014 0.34398670700000006 32.051492741500006 35.171584490050009 0.5681267027500001 0.56859076075000015 36.010074051050005 36.491284729650012 0.38976377950000002 0.38780276035000005 41.218101594450012 41.147265497500008 41.535369675400013 41.571132012400007 41.481306584950012 0.48200652675000005 0.34988473400000003 0.53544804050000006 0.4778150355000001 41.741384785950011 0.34530403280000005 0.34608245260000009 0.50465554925000011 0.43401395170000007 41.770271989050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 7 -1 -2 -7 -11 14 13 -13 -10 16 -14 19 -19 20 23 -22 -23 -17 25 -20 -27 -28 -29 -26
right_child=8 3 -4 4 -6 9 -8 -9 11 10 -12 12 15 -15 -16 17 -18 18 24 -21 21 22 -24 -25 29 26 27 28 -30 -31
leaf_value=-0.10023051172430374 -0.0087772874494716543 -0.0067388771061388311 0.1010792433389251 0.087045292911145114 -0.10201680683615635 -0.10028317506843981 -0.10041649494665272 0.063354027127269966 0.021754671925316386 0.10015800452629389 -0.10007208713331457 0.013105957230229649 0.00045042526997009279 -0.1027528139107016 0.0007671038331374092 -0.0013474421348505673 0.018164599835027377 0.032942537658428438 0.011922933181799648 -0.022114003163618647 0.021661401065274314 -0.044590756099162021 0.0071208638740240518 -0.015820164492126278 0.014637635464599771 -0.1222345091111087 0.099175803553086278 -0.10108662235203088 0.047167028639980513 -0.00021043311992591975
leaf_weight=0.0058784449584053924 1.1727586259666924 0.63009041362738571 0.063012149068526924 0.058060169081727508 0.011746731473338379 0.0084955316692685301 0.01092566119172067 0.016648736159766031 0.22165105125895945 0.004762871190905571 0.0031042926624470502 0.186180099281956 31.700228375458806 0.068302434245948729 0.57072386199429448 2.1242012065149569 0.48136169324925404 0.40906766476639944 0.6798023711594422 0.86151747925766375 1.6762991996947678 0.44307336129713781 0.77383524917443935 1.8352552969008682 0.73694101733091244 0.14968120376579463 0.04458842840995203 0.046150186354907419 0.038829596740157513 23.669917464213157
leaf_count=59 32 23 11 8 8 24 35 18 38 1 152 36 1265 52 39 27 31 15 17 31 39 32 33 16 15 5 24 16 33 1899
internal_value=-1.92797e-06 0.00573564 0.0594793 -0.00150249 0.0367871 0.0586956 -0.0188789 0.0206668 -7.06132e-05 -0.0418985 0.0211495 8.24323e-05 3.63953e-06 -0.0179902 0.00663796 7.33681e-05 0.000715388 -0.000543585 0.000414328 -0.00374421 -0.00143475 0.00762627 -0.0117072 -0.00805572 -0.000110244 -0.00896987 -0.0598311 0.0122592 -0.0333455 0.00023789
internal_weight=68.7031 0.812725 0.096465 0.71626 0.0861696 0.0744229 0.0334528 0.0225272 67.8904 0.0163627 0.00786716 66.7176 65.9252 0.254483 0.792375 65.6707 32.1816 33.4892 25.775 7.71418 6.85266 2.89321 1.21691 3.95946 25.3659 0.959052 0.279249 0.129568 0.0849798 24.4069
internal_count=4034 339 123 216 193 185 112 77 3695 177 153 3663 3586 88 77 3498 1296 2202 2024 178 147 104 65 43 2009 95 78 73 49 1914
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 0 2 1 1 1 1 1 2 0 1 1 0 0 1 1 0 2 0 1 0 2 1 1 2 2
split_gain=0.00256715 0.129566 0.0579829 0.0490691 0.0329561 0.084746 0.0953497 0.103038 0.0382875 0.0288983 0.0282441 0.0679734 0.0585324 0.120241 0.0397677 0.0342386 0.0882963 0.112808 0.0339906 0.0262854 0.0885581 0.0475223 0.045958 0.0383119 0.0868411 0.0253938 0.0234162 0.0225109 0.0221938 0.086338
threshold=0.39587138110000003 0.53475943835000017 36.728658719300007 0.39408999735000005 0.39072183470000005 0.52770875125000016 39.110279783550006 0.39091643965000006 0.39019789825000006 0.39193437325000008 0.38370108680000009 0.38976377950000002 37.52517992975001 0.5216909673500002 0.37977904855000005 0.37078231190000005 0.51505942935000004 0.50889194935000015 0.36945001650000003 0.35651627195000007 0.48597347385000006 43.426640904350009 0.50086823750000009 0.34988473400000003 0.49787431515000008 41.605323437500005 0.39971857130000005 0.40099098830000007 36.893814626400008 38.478081868400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 6 -6 -8 10 -7 14 12 -12 -14 15 18 17 -17 19 23 21 -21 28 -1 -25 -26 -3 -28 -22 -30
right_child=1 26 -4 -5 5 9 7 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 20 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=3.7737644030863492e-05 0.022739413446018278 -0.030521893554071963 -0.095335132197489722 0.022341005369277436 -0.11984196543505413 0.031772137564272565 0.10049022848038876 -0.10057871945966781 0.016823136412140179 -0.027502063325098653 -0.035954169086981062 -0.056293025283503495 -0.019903241452837395 0.071229443164256806 0.024235380997987471 -0.013679068827519639 0.0084352165680265812 -0.10316559442601798 0.021991207037018776 -0.10570121156800512 -0.001039780569809252 0.033822645849545238 -0.024077521188197851 -0.0032673040273738423 0.10042709263955318 0.039441368788934283 0.014314950584923714 -0.00049080441672746998 0.08430675992571704 -0.019597522638952494
leaf_weight=40.306701705315191 0.052145929018026282 0.24824399935824004 0.20544889584081449 0.99640597648098506 0.14619020510826786 0.21005075197899714 0.054244963452219963 0.048073033838022639 1.348945418460288 0.13518712819131906 0.32532012136652955 0.30347118282224983 0.36062505323570804 0.24188680843167276 0.67473718922701564 0.43347931309835874 0.70862601151816307 0.20869256170044537 0.70820111443754186 0.13751104667036829 0.78572815668303497 0.029680968610819036 0.74864521184690591 0.46714126688021806 0.12677981615706813 0.14795826110639609 1.0926540509772191 17.06617265758678 0.15353438968304545 0.1669099260107032
leaf_count=1326 18 31 325 38 24 13 4 58 29 38 22 14 28 22 30 30 20 51 30 62 34 70 29 34 24 16 7 1562 16 29
internal_value=-1.86136e-06 -0.00100256 -0.0714328 0.000371882 -7.50537e-05 -0.0234914 -0.0680209 0.0060201 0.000212297 0.00856174 -0.000264089 -0.01521 -0.00177269 0.0166832 0.000137683 -0.000222604 -0.0159032 -0.0427603 0.000261224 -9.60782e-05 -0.0112268 -0.0809321 -0.00494363 0.00045221 0.0229707 0.0675837 -1.69359e-05 0.000400088 0.00800597 0.0301861
internal_weight=68.6394 18.6647 0.257595 49.9747 48.9783 0.593746 0.248508 0.102318 48.3846 0.345238 47.0356 1.2313 0.927832 0.602512 45.8043 45.1296 1.3508 0.642172 43.7788 43.0706 2.02201 0.167192 1.85482 41.0486 0.741879 0.274738 18.4071 18.1588 1.10617 0.320444
internal_count=4034 1943 343 2091 2053 137 86 62 1916 51 1887 86 72 50 1801 1771 101 81 1670 1640 240 132 108 1400 74 40 1600 1569 79 45
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 1 0 2 0 0 2 1 0 0 0 0 1 0 0 0 0 2 2 0 2 2 2 0 0 0
split_gain=0.00259271 0.0128583 0.0530778 0.0279566 0.0239431 0.0173561 0.0197918 0.014338 0.0124855 0.0116455 0.00889238 0.0259444 0.00841756 0.0112933 0.00804497 0.00614495 0.00508753 0.00868426 0.00701082 0.00481225 0.00706677 0.00455565 0.0052726 0.0223313 0.0148102 0.0112182 0.0101169 0.00776785 0.0483282 0.126605
threshold=37.52517992975001 0.36359689830000008 0.50410167360000013 0.49336846205000007 37.137227079750012 0.36533337325000009 0.51191581090000016 37.311503175250003 0.52366695610000014 0.46739618575000003 37.828051409500013 0.41347564445000012 0.42018203045000008 0.44284602260000011 0.54797760550000019 0.53928026105000015 0.40955360615000008 0.56294721715000018 0.56395018115000017 0.5681267027500001 0.56859076075000015 37.903039192800001 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 38.478081868400004 0.53866650695000018 0.5223196910500002 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 -8 12 11 -2 -1 -14 15 -10 -16 -18 -19 -20 -21 -12 23 -23 26 -26 -24 28 29 -27
right_child=10 5 -4 -5 -6 6 7 -9 14 -11 21 -13 13 -15 16 -17 17 18 19 20 -22 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.10036547367729674 0.03082668239635868 0.011790181211252216 -0.10643465864343023 0.10052435281954691 0.061833932539541225 -0.020849178746784151 0.020451080256842249 -0.02303115424028027 -0.0049549728923682767 -0.090290820461951235 -0.0089978077267118556 -0.0042813409019829022 0.061075041647183463 -0.036351685121739592 -0.0093172563018034029 0.0066205078464550331 -0.10156130795437379 0.069991634021813923 -0.10022373882161779 0.091864782095245456 -0.10006028558591201 -0.0031330637623882968 -0.0046648374761124531 0.018997780103031322 0.011227466611846239 5.7726659594167875e-05 -0.026779002892250332 -0.0023422287919800835 0.0097446456990831556 -0.047795005964790194
leaf_weight=0.0095889193159169883 0.35848074426575571 0.83912594011053432 0.059422748163342476 0.0256092349300161 0.030680649972055107 0.59457030765906926 0.30264467230881642 0.26578341165463815 0.77462234728022905 0.030833237968266758 0.55487926297614976 0.50987266312029611 0.019601509738095046 0.030272662830365338 0.47015108913183212 1.1241437664416478 0.016687863581353213 0.0078367642709054053 0.0079982220512988533 0.0044983957923250273 0.0033451062283550437 1.2056215593617134 0.55538738848143498 0.73326030380234142 0.89711919095535009 41.340049344921347 0.32967077264760203 11.728674562242338 5.0812472992645175 0.56038125445363718
leaf_count=115 31 23 2 11 16 37 30 20 54 17 15 31 19 31 2 24 29 3 16 3 252 50 15 62 46 1479 47 1110 399 45
internal_value=-3.72612e-06 -0.00229205 -0.0267116 0.00560628 -0.0144866 -0.00115167 -0.00419171 -0.000865648 0.00130669 -0.0404186 0.000161746 0.0102122 -0.0145585 0.00193889 -0.00109815 0.00189816 -0.0122423 -0.0463112 -0.0073726 -0.045644 0.0100123 2.31856e-05 0.000103363 0.00523654 -6.11639e-05 0.000129499 -0.012902 -4.0083e-05 0.000534633 -0.000582261
internal_weight=68.4721 4.61742 0.206009 0.146586 0.120977 4.41141 3.57228 2.97771 2.71193 0.0902963 63.8546 0.868353 0.0594631 0.0498742 2.40928 1.89877 0.510517 0.0403664 0.0236785 0.0158417 0.0078435 62.9863 62.4314 1.93888 60.4925 59.6075 0.885058 58.7104 46.9817 41.9004
internal_count=4034 704 211 209 198 493 470 433 413 182 3330 62 165 50 383 78 305 303 274 271 255 3268 3253 112 3141 3079 62 3033 1923 1524
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 0 2 1 1 1 1 1 1 2 2 1 1 0 0 0 2 0 1 2 2 1 2 1 0 1
split_gain=0.00268757 0.114885 0.0540479 0.0406425 0.0295744 0.0772002 0.0831116 0.0932321 0.0314072 0.0231444 0.0196961 0.0195916 0.0604873 0.0534815 0.0821068 0.0328996 0.0298334 0.0741598 0.107205 0.0310046 0.0987201 0.0368903 0.015907 0.0158967 0.0118672 0.0945701 0.0570836 0.0439858 0.130634 0.0616626
threshold=0.39587138110000003 0.53475943835000017 36.728658719300007 0.39408999735000005 0.39072183470000005 0.52770875125000016 39.110279783550006 0.39091643965000006 0.39019789825000006 0.39193437325000008 0.39971857130000005 0.38370108680000009 0.38976377950000002 37.52517992975001 40.984321400500008 0.37977904855000005 0.37078231190000005 0.51505942935000004 0.50889194935000015 0.50339810185000011 41.257403903850005 0.50086823750000009 0.40099098830000007 48.778770352700008 37.627645350900004 0.36575252235000005 37.137227079750012 0.35275889945000011 0.49485045360000007 0.35651627195000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 6 -6 -8 11 -7 -3 15 13 -13 -15 16 19 18 -18 21 -21 24 -12 -4 25 26 -1 -26 29 -29
right_child=1 10 23 -5 5 9 7 -9 -10 -11 22 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0070769117334807882 0.020960948063759852 -0.028174393170721221 -0.10163752685722445 0.020492071604244849 -0.11806620196702854 0.02839566270558418 0.10043908678619468 -0.10052869071447566 0.015373511341086835 -0.025063252506903073 0.012048099408493371 -0.03291119205929622 -0.051886373708833249 0.050986871308432491 -0.024258679119804717 0.022219519857504325 -0.012627544278777561 0.0072439771445714706 -0.10286035155932449 0.049684906439827252 -0.013866913690348757 -0.024761001728975093 -0.00048828566438246189 0.016357099933199021 0.00034749927548308971 0.10098576046424848 0.076811183138989506 0.050931156815536227 -0.087988986119448456 -0.028168363150836942
leaf_weight=0.86591579614719794 0.051984459646410852 0.24700175270118307 0.17827311688194381 0.98485948374110321 0.13450587982231255 0.20655021711718291 0.048632578924298286 0.043941504707987633 1.3335562205252234 0.13321830907443655 1.0760078123312293 0.31912770168855675 0.29772988069453277 0.33004190120846033 0.25867537627595993 0.66517495042353303 0.43161385892380966 0.70455949090683134 0.18947126445004869 0.48828445331309822 0.48942561537842266 0.59993357203893438 17.053787329622157 0.012199134492849595 40.457917226089471 0.10448511131107807 0.08950098966670339 0.18075523349171074 0.22180705747450702 0.21671367846572043
leaf_count=217 18 31 278 38 24 13 4 58 29 38 7 22 14 24 26 30 30 20 51 20 35 29 1562 47 1180 5 23 12 26 123
internal_value=-3.64493e-06 -0.00102864 -0.0694147 0.000379607 -2.61974e-05 -0.0227347 -0.0678764 0.00504709 0.000240615 0.0074352 -0.000126377 -0.000189572 -0.0127726 5.48639e-05 0.0179249 0.00014233 -0.000183715 -0.0149629 -0.0401544 0.000264462 0.0178719 -0.00013835 0.000255752 -0.0940804 0.000212219 0.0106596 0.000781509 -5.73524e-05 -0.0265067 0.00780339
internal_weight=68.4157 18.6193 0.242457 49.7964 48.8115 0.566848 0.22708 0.0925741 48.2447 0.339769 18.3768 46.9111 1.20557 0.907845 0.588717 45.7056 45.0404 1.32564 0.621085 43.7147 0.97771 42.737 18.1298 0.190472 42.1371 1.0599 0.955417 41.0772 0.619276 0.397469
internal_count=4034 1943 343 2091 2053 137 86 62 1916 51 1600 1887 86 72 50 1801 1771 101 81 1670 55 1615 1569 325 1586 245 240 1341 161 135
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 1 0 0 0 0 0 0 1 2 2 2 0 1 0 0 2 2 0 1 2 0 0 1 2 1
split_gain=0.00321044 0.012967 0.0487934 0.0259228 0.0173487 0.0171098 0.0190361 0.015277 0.0178112 0.0366387 0.010672 0.00774869 0.00724552 0.0307364 0.0066846 0.00595441 0.00499683 0.0383713 0.0156058 0.0208273 0.0166206 0.114521 0.0151713 0.0832135 0.0606947 0.21137 0.054208 0.0492418 0.0460784 0.0446684
threshold=37.52517992975001 0.36359689830000008 0.50410167360000013 0.49336846205000007 37.137227079750012 0.36533337325000009 0.51191581090000016 0.5231430197000001 0.53928026105000015 0.54429508100000012 0.46739618575000003 0.42018203045000008 0.39476362980000007 36.79544512155001 37.784765830350004 35.171584490050009 0.5398790455000001 0.41714319930000004 0.54300769440000007 0.54386096225000014 38.903925214650009 38.625745710700009 0.5223196910500002 0.39587138110000003 41.385032804600009 0.52507409960000018 0.51675099550000014 0.38906020780000011 39.110279783550006 0.3782970569500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -3 -7 -8 -9 -10 11 -1 -11 -14 -2 -13 22 -18 -19 -20 21 -21 26 24 28 -26 29 -28 -24 -16
right_child=14 5 -4 -5 -6 6 7 8 9 12 -12 15 13 -15 16 -17 17 18 19 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10032828689733508 0.0094570173353187813 0.01143238366275473 -0.10608376182787622 0.10047908003004727 0.05253023533352659 -0.021032628275160292 0.017489488841377757 -0.015726487728464536 0.019905418113058952 -0.0012911546760273193 -0.087835835332002205 0.032828912006093142 -0.011199403987522954 -0.10177426282367495 -0.00028307795648870325 -0.037717828954812405 -0.023182019518908602 -0.0095946871831064859 0.017087142481199472 -0.10139349872079839 -0.00097257769445564769 0.079570098516486831 0.0082573390227098382 -0.00022090324723982561 0.073540200319084814 -0.085369801228784861 -0.0048589572115301655 -0.057507015687955625 0.047483908053972013 0.02668931069600522
leaf_weight=0.0086184687777132174 0.76702157440518348 0.83461142098531071 0.056518705561757088 0.023274400038644671 0.028338305677607423 0.58101620918580499 0.37984611955107572 0.86090192885103567 0.6809080964885651 0.49570489674806573 0.028413539782656372 0.027848197015281517 0.49296470394551362 0.040547743005269865 42.544098797053081 0.020976001052815718 0.78803142300446438 1.4499594517346848 0.79088568000588555 0.048100975714044369 6.2204303553811293 0.12810856435863016 0.45638490996861925 7.9506063384719763 0.15285780611156941 0.18501399656088324 0.41373519798276071 0.31133368670720607 0.87090983567759395 0.62298154455309784
leaf_count=115 47 23 2 11 16 37 33 58 19 2 17 38 280 41 1471 12 103 32 13 83 960 13 24 322 10 69 23 36 38 86
internal_value=-5.52831e-06 -0.00256861 -0.027867 0.00429087 -0.0153136 -0.00144469 -0.00448764 -0.00122999 -0.00399563 0.00190986 -0.0377066 -0.0129106 -0.00999561 -0.0180832 0.000177969 0.00252041 6.48781e-05 -0.00205819 -0.000130975 0.00177817 -0.000114649 0.0301714 0.000438859 0.00403639 0.0243635 -0.0134768 -0.000349278 -0.0274652 0.033996 0.000106184
internal_weight=68.2609 4.56049 0.193988 0.137469 0.114195 4.3665 3.53189 2.95087 2.57103 1.71013 0.0858562 0.0574427 1.02922 0.533512 63.7005 0.0488242 62.9334 9.42552 8.63749 7.18753 6.39664 0.17621 53.5079 9.61577 1.66517 0.337872 43.8921 0.725069 1.32729 43.1671
internal_count=4034 704 211 209 198 493 470 433 400 342 182 165 323 321 3330 50 3283 1204 1101 1069 1056 96 2079 463 141 79 1616 59 62 1557
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 2 2 2 2 2 0 2 1 1 1 0 1 2 1 2 0 1 2 1 0 1 0 1 0
split_gain=0.00287074 0.0139918 0.0451414 0.132147 0.0697296 0.0559983 0.0174629 0.0104828 0.010379 0.0338968 0.0289574 0.0206345 0.0115693 0.0567045 0.00831308 0.140342 0.112634 0.0968002 0.153027 0.119439 0.118013 0.0933803 0.0932989 0.0858255 0.0499045 0.0602998 0.0373925 0.0347611 0.0980997 0.031487
threshold=39.896141435400004 39.420767558750008 0.34524415440000006 0.50410167360000013 0.38976377950000002 0.53928026105000015 39.256147742250008 40.003678352300007 40.137820134150012 40.206947806850003 40.316494640950005 0.4784437592000001 40.467253020850002 0.39591628995000006 0.37003383130000006 0.37286308795000006 0.51401155655000019 0.35275889945000011 41.385032804600009 0.36945001650000003 43.084235337800003 0.51675099550000014 0.35374689380000007 43.308802343500005 0.38733870245000007 0.52432561900000019 0.38780276035000005 0.5296248615500001 0.39476362980000007 0.53749887730000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 -1 -2 -9 -10 11 -11 13 -12 17 -16 23 -14 -19 20 -20 -18 -22 -17 -23 26 -26 28 -27 -29
right_child=7 2 3 4 5 -7 -8 8 9 10 12 -13 14 -15 15 16 21 18 19 -21 22 24 -24 -25 25 27 -28 29 -30 -31
leaf_value=-0.0006255721377876974 0.0069943779420320517 0.018974903932715528 -0.061980503907909025 0.039551725824519504 -0.035470594009144339 0.0022028400196473087 0.015655451836305106 -0.0082982890343046359 0.019729484524325228 -0.00091397395835251789 0.017849726669924938 -0.025518790321046883 -9.0911035413247893e-05 -0.0077392940243452253 0.078170738329700118 -0.10856687333810983 0.06776078644429355 -0.10937451549411595 -0.074812812140609627 0.10057574754657482 -0.093533315108550258 -0.04773511318704686 0.073102980479750862 0.039402676224028356 0.10280034255090831 0.024248662554429614 0.014396701333078153 0.01957143315682628 -0.10322815098127057 -0.00017224995614801214
leaf_weight=10.942405896583377 2.2644814183542499 0.54451305401744265 0.44947015963043702 0.33529068925417993 0.58672863671381481 1.2045936696752049 0.70100407285997413 1.4499390241856946 0.8806335196668148 0.6232575001195062 1.8543986728309385 0.75219883099725848 31.624104234752942 1.6247026182915929 0.23819820567313854 0.15816413774952565 0.21170319188649855 0.20857901057070272 0.24328045647997598 0.084925152128562331 0.044636310660280287 0.20860883501859184 0.13589282416587345 0.05211452808405248 0.092860675416886695 0.12598762664492724 0.098700516449603093 0.88334373499173935 0.11590386184161616 9.4384423218438958
leaf_count=1079 30 21 23 28 38 50 30 63 31 6 32 39 1012 29 18 28 13 18 37 7 5 26 92 60 2 61 40 58 153 905
internal_value=-4.83605e-06 -0.00123908 -0.00718551 -0.0127151 -0.00230261 -0.0101367 0.000354644 0.000336311 4.15526e-05 0.000284855 -6.5895e-05 -0.0143697 0.000348783 0.00589993 -9.0494e-05 0.00220315 0.000613865 -0.000914867 -0.0372405 -0.00766587 -0.0293559 0.00197818 0.0319017 -0.0718948 0.000707975 0.00164758 0.057251 0.000639268 -0.0368327 0.00151742
internal_weight=68.1791 14.764 3.1206 2.57608 2.12661 1.79132 11.6434 53.4151 51.1506 49.7006 48.82 1.37546 47.4445 3.4791 43.9654 11.624 11.3858 32.3414 0.717314 0.508735 0.42381 11.1756 0.180529 0.210279 10.9638 10.7552 0.191561 10.5637 0.241891 10.3218
internal_count=4034 1269 160 139 116 88 1109 2765 2735 2672 2641 45 2596 61 2535 1364 1346 1171 159 141 134 1258 97 88 1245 1219 42 1177 214 963
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 0 1 1 2 1 0 0 2 1 1 2 2 1 1 2 1 2 2 1 2 0 0 0 0
split_gain=0.00274413 0.0351438 0.0249673 0.0625661 0.187099 0.0262736 0.0181137 0.103209 0.0265068 0.0295404 0.0192286 0.0444054 0.0291075 0.136237 0.0285407 0.0170613 0.0131266 0.0653739 0.0366099 0.0826234 0.16519 0.0828291 0.0222842 0.0172986 0.0204953 0.0745697 0.232596 0.0983716 0.0702705 0.0503116
threshold=0.48447651265000008 0.48351845755000006 0.34587287805000005 43.157831852650006 0.34527409360000011 0.34614233110000009 0.49053920540000012 0.34739977845000009 0.34641178410000012 42.977735738100002 0.35275889945000011 0.49336846205000007 0.49949103320000005 38.478081868400004 0.36042334060000009 0.36533337325000009 40.159267750750011 39.664548207900005 0.34494476210000008 0.34524415440000006 39.458743938000005 0.34829795515000012 38.064633603500006 40.280372415600006 0.34560342505000002 42.141702038450013 0.48119816770000007 0.48119816770000007 0.47916230050000003 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -2 -4 8 -8 -7 -10 11 -9 13 15 -14 -12 17 18 -1 -20 21 -21 -23 -18 -25 27 28 29 -27 -26
right_child=2 -3 5 -5 -6 6 7 10 9 -11 12 -13 14 -15 -16 -17 23 -19 19 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.00069928841251660698 -0.0029963230052647612 -0.015516525603348619 -0.019471766855417259 -0.014323511892794571 0.082577200228743611 -0.0051918513917613715 -0.054169649302956195 -0.0041663795613906219 0.024929040998457205 -0.0018977914690969854 0.042459836715434386 0.023612127810854394 0.037367564995857028 -0.10668553027511869 -0.00028453013401765246 -0.007441820340826826 0.011966937266957288 -0.019959096703738726 0.075457317345571095 0.10130321397438687 -0.11579800854023233 -0.093190122991560903 0.014787623674801721 -0.0015122681139233835 0.0047763655295888028 0.012361604105046622 0.086564405849034243 -0.005834712633341909 -0.1037383665060147 0.035864349268680311
leaf_weight=2.5698625228996415 0.75509757990948745 1.5184156412724394 0.67843294143676658 0.58230001758784045 0.38616750133223832 0.96475037187337465 0.35154584702104941 1.2047794617246865 1.1521370198170187 0.63763199685156724 0.11953369638649491 1.1016851267195304 0.20286721950106468 0.14094592448320653 26.396972503001706 0.16052323480835184 1.3471363942371706 1.7828235210024344 0.21614823414100315 0.11307392442507158 0.093090373513405211 0.034234027605918316 0.043271790597884774 17.861093852310439 1.0580610804527739 0.10480743218735966 0.37169569084653631 4.9468968810052694 0.10372832641041896 1.0247689246607476
leaf_count=218 30 34 4 4 32 4 7 10 34 22 31 33 24 29 2394 15 13 31 12 10 7 36 10 672 30 155 58 30 15 30
internal_value=-4.42023e-06 -0.000655123 0.000615531 0.0123497 0.025959 4.7331e-06 0.000412138 -0.000307819 0.00816939 0.0153716 0.000337821 0.00910205 -0.000410282 -0.0264989 2.62858e-06 0.0138572 5.73905e-05 -0.00472869 0.0041169 0.0288798 -0.0066109 0.0467225 -0.0329057 0.000923387 0.000339306 0.00468508 0.0391406 0.00184113 -0.045388 0.0200719
internal_weight=68.0245 33.1891 34.8354 1.72357 1.14127 33.1118 32.4334 29.6789 2.75452 1.78977 29.3273 2.30646 27.0208 0.421003 26.5998 0.280057 31.6707 4.8525 3.06968 0.499818 0.28367 0.19058 0.0775058 26.8182 25.4711 7.60996 0.580231 7.02973 0.208536 2.08283
internal_count=4034 1361 2673 66 62 2607 2603 2543 60 56 2536 43 2493 75 2418 46 1327 324 293 75 63 56 46 1003 990 318 228 90 170 60
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 2 2 1 1 0 0 2 2 1 1 0 0 2 2 0 0 0 2 1 1 0 0 1 1 1
split_gain=0.00271773 0.0095911 0.132658 0.046918 0.0348587 0.0503739 0.0749402 0.0513762 0.0432959 0.0260685 0.013951 0.0135237 0.00862096 0.0219511 0.0466347 0.0122149 0.101401 0.011762 0.00768559 0.0279062 0.0633441 0.0480208 0.0241821 0.0188424 0.0126352 0.0164112 0.0562123 0.0347255 0.0221192 0.0184686
threshold=43.631818398850008 0.48386275860000011 0.49094338495000006 43.680097826700013 0.39718870690000002 44.169240047700008 48.96897326980001 0.32168198560000011 0.34524415440000006 0.47997065955000012 0.39672464895000009 48.86568841230001 48.86568841230001 0.3782970569500001 0.39162001140000008 0.53866650695000018 0.50706565670000014 50.205949521800008 42.779078631750004 0.50339810185000011 0.51675099550000014 0.48386275860000011 43.047778594550003 0.3453938505000001 0.34311846950000008 0.46989611090000011 0.46898296455000005 0.33992994225000006 0.31761025120000003 0.32388251845000005
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 10 -6 7 -7 -9 -10 11 -2 15 -14 -15 16 -5 -16 24 21 -21 22 23 -20 25 26 27 28 -1 -30
right_child=1 2 3 12 5 6 -8 8 9 -11 -12 -13 13 14 17 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.073237739354061804 0.0052754336156042156 0.10084856155041254 0.089669463578326045 0.0030946316126995721 -0.10152589705139142 0.092525394671557931 -0.095883248643450797 -0.10155068404553716 -0.015746564946690505 0.10098981177106117 0.011698077575739365 -0.01077379044016261 0.10005430191834708 -0.102676979684376 0.079652135458986542 0.0026688140812410176 -0.10221244820137923 -0.1001021511742744 0.035100721612744759 0.061831955462725144 -0.001794155482076013 -0.020798601269103795 -0.0060879823520100865 0.0041190895769736991 0.00026519633014358807 -0.046523476136210495 0.10092615993146639 -0.089724622177990099 0.043989750626386465 -0.02995007555024028
leaf_weight=0.034177681300500029 1.088323340980643 0.14181832962292196 0.057490122175294922 0.54849694171134022 0.078762079795524076 0.067773841858070227 0.074127240513917059 0.039893476550787454 0.054941331968166196 0.029347885400056839 1.0387493260204794 1.0144101419136857 0.028886380347103224 0.028379364524880657 0.038662976806453031 1.1325594803696644 0.10973158852225695 0.0040185399013523684 0.29789455610558979 0.19797425178694528 0.74639077308243351 1.6341572686451398 1.5634616771351098 0.57561458798916831 56.913006251846582 0.13112730630837177 0.043425306454082602 0.058461882286792388 0.090022157262993119 0.054072122735374428
leaf_count=130 57 15 10 36 33 27 11 23 80 1 7 19 4 7 48 232 168 201 32 19 100 43 121 26 2427 14 12 21 35 75
internal_value=-2.47345e-07 0.00211482 0.00747112 0.000673836 -0.00109627 -0.0312768 -0.0104827 0.0224962 -0.0157229 0.0248988 0.00221669 -0.00246711 -0.00203219 0.0265502 -0.0033293 -0.00362742 -0.0144608 0.062728 -0.000189442 -0.00394322 0.0115443 -0.0075358 0.00135783 0.0146848 0.000138988 -0.0173255 -0.00365945 -0.0228441 -0.000911574 0.0162434
internal_weight=67.9162 5.57637 2.09004 1.94823 3.48633 0.344846 0.266084 0.191957 0.124183 0.0842892 3.14148 2.10273 1.89074 0.0999473 0.0710609 1.79079 0.658229 0.0426815 62.3398 5.01549 0.944365 4.07113 2.43697 0.873509 57.3243 0.411286 0.280159 0.236734 0.178272 0.144094
internal_count=4034 979 721 706 258 175 142 131 104 81 83 76 696 260 256 436 204 249 3055 341 119 222 179 58 2714 287 273 261 240 110
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 2 2 0 2 2 0 1 1 2 2 2 1 1 1 2 2 0 2 2 0 2 0 0 2
split_gain=0.00265292 0.0211829 0.0392912 0.0320345 0.0195553 0.0175012 0.0151443 0.0104884 0.0100621 0.00801006 0.0153436 0.00792193 0.0113051 0.0273986 0.0286347 0.0234063 0.0387823 0.00843758 0.0151961 0.00791343 0.00752816 0.0130696 0.00564356 0.0230796 0.0854225 0.0262647 0.0256788 0.0183549 0.0363548 0.0270679
threshold=0.5654770815500002 0.43837010870000009 41.674196414850009 0.4445375887000001 0.45368402140000008 0.57402472980000019 40.80591513400001 39.458743938000005 0.5696985120000001 42.402981339000007 42.434124620650003 0.56341127510000011 0.45036076765000005 0.4317685099500001 41.436838994450007 42.310579034350006 43.384297312450009 0.44922307715000004 0.43639411995000005 0.48459626955000007 39.184300550350009 38.903925214650009 0.5398790455000001 38.400997490450003 40.340071172300007 0.54228915300000013 37.198331469900005 0.54499865270000014 0.55257327625000008 41.942745071500006
decision_type=2 2 2 2 2 2 2 2 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 6 5 7 -3 -2 -5 -9 20 -11 12 13 22 -15 -16 -17 18 -18 -12 21 -6 -1 26 -25 -26 -24 -27 29 -29
right_child=1 3 -4 4 9 -7 -8 8 -10 10 19 -13 -14 14 15 16 17 -19 -20 -21 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=0.00025836182507650156 0.035007756214710438 -0.10250895124332418 -0.0081304868724955386 0.015357441139578541 -0.1003018956511349 -0.0093167466533706847 0.10087152336525085 0.0071736561928737522 -0.0065747156706277773 0.10032286138772047 -0.10028553255098045 -0.010453236345020002 -0.011959869307219345 0.03958707153915856 0.022525435223823283 -0.10189623514206314 -0.10122640821927226 0.10031753997316827 0.096118057624907743 0.045503345275250268 -0.10051282840795644 0.039203391824832345 -0.0069545624948519 -0.033553877620954367 -0.016893930043125401 0.012324633682050619 0.014221706057524916 -0.054263182854258289 0.0091221324753174206 0.0022547266264214961
leaf_weight=56.177114185779416 0.072775466112656395 0.045718568744178234 0.14153897014762151 0.58892712435923122 0.012943505513532183 0.036034908895139495 0.067097454564645886 1.0615685544908049 1.0677993216876585 0.0097005860880017281 0.012319809438480434 0.73606018687632868 0.7832084239743925 0.34793139413864338 0.10186170926317573 0.05137817224022001 0.0082181224591586499 0.013525427551940084 0.0074294339229936659 0.0053357160671509965 0.03046629609049134 0.013956929534685969 1.008284907786517 0.9565046591360441 0.67594420537716393 1.4931819278172045 1.3253081849270527 0.2067828148647094 0.62641683621268385 0.14357556512047154
leaf_count=2414 30 28 35 32 284 18 12 5 67 1 102 47 44 32 12 9 38 2 18 254 245 23 39 55 21 32 39 21 43 32
internal_value=2.39446e-07 0.00282651 0.0290149 0.000271809 0.00207148 -0.0614321 0.0666028 0.00354607 0.000279356 -0.0452401 -0.000713375 -0.000138148 -1.93785e-05 0.000128727 0.0227623 -0.00932891 -0.0496106 0.0424725 -0.00752758 -0.0562263 -0.0664732 -0.0279215 -6.29836e-05 -0.00286787 -0.00738435 0.000572444 0.00507199 0.0053524 -0.00530594 -0.0311024
internal_weight=67.8289 3.16618 0.281412 2.88477 2.80302 0.0817535 0.139873 2.7183 2.12937 0.0847228 0.0273561 64.6627 63.9267 63.1435 0.530344 0.182413 0.0805512 0.029173 0.0156476 0.0176555 0.0573667 0.0269004 62.6131 6.436 4.10241 3.1459 2.33359 2.46996 0.976775 0.350358
internal_count=4034 1136 77 1059 1013 46 42 104 72 909 357 2898 2851 2807 111 79 67 58 56 356 552 307 2696 282 204 149 78 128 96 53
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 2 1 0 2 0 2 0 0 0 2 0 0 0 0 1 1 2 1 1 2 0 2 0
split_gain=0.0029246 0.0152586 0.011029 0.0328036 0.106521 0.0735634 0.0507785 0.0135465 0.00835855 0.0980282 0.044171 0.250807 0.0333591 0.0178911 0.0338284 0.0208213 0.0160229 0.0569068 0.0212622 0.0148181 0.0336826 0.0747699 0.0516115 0.0305037 0.00793292 0.103306 0.0322361 0.0239895 0.0641044 0.0410277
threshold=39.896141435400004 40.003678352300007 39.420767558750008 0.34524415440000006 0.50410167360000013 0.5216909673500002 0.40099098830000007 39.256147742250008 0.39072183470000005 0.52770875125000016 38.748048509250005 0.51505942935000004 38.179089776100007 0.53866650695000018 0.52925062125000011 0.5398790455000001 38.400997490450003 0.56341127510000011 0.55074698365000019 0.50706565670000014 0.50278434775000014 0.36575252235000005 0.36491422415000008 36.124181380200007 0.3453938505000001 0.34542378970000004 40.280372415600006 0.47883296910000012 40.664404858950007 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 -6 -7 8 10 -10 12 -12 19 14 -11 -15 18 -18 -17 20 21 22 -1 -21 27 -26 -27 -3 -29 -30
right_child=1 24 3 4 5 6 -8 -9 9 13 11 -13 -14 15 -16 16 17 -19 -20 23 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0017312231661283904 0.0083370700025341242 -0.0015740774687748344 0.016119064258411801 -0.056790048159043829 0.042415821301570643 -0.033690036906211827 0.0019647349903607124 0.013780301536621326 -0.079551625964433381 0.015968914365768742 -0.027466234172032162 0.088368837328212296 -0.033834986196818635 0.018443082893015075 -0.026994128727020325 0.011118491039251596 -0.055199857598628846 0.0020272805886910445 -0.0079588629458181414 0.0028444585110265841 0.038050433291476393 0.058670961304384789 -0.044052165581886044 -0.023933698186243468 -0.039163901387512967 -0.01152452361365503 0.00075447038817127814 0.024952112163803882 0.015629827853642517 -0.0031928071847761638
leaf_weight=2.2574723360428641 2.2863435250444288 9.7070726912638339 0.52736400126013849 0.42787819491422885 0.31603004896896925 0.59855749305279449 1.2006770090871155 0.6870877942105843 0.16484701192635487 0.26204529945971433 0.41733492679759354 0.33856009505689144 0.29983261630536606 0.62823884116369333 0.60964856240957488 1.3537076449033527 0.23412179331808136 0.67401569320630728 1.0277617972316972 1.2251794964540748 0.27766393031924952 0.2111752556970713 0.27636787761002768 0.6516531326342373 0.69147203242755395 2.2992261372876319 30.498313657866149 1.4364829068072129 1.5428667519590815 4.6425604147370905
leaf_count=260 30 536 21 23 28 38 50 30 51 18 36 10 34 10 45 37 22 66 388 30 9 16 16 31 15 103 1954 21 23 83
internal_value=2.85801e-07 0.000345523 -0.00124969 -0.00657883 -0.0112856 -0.00208094 -0.00989666 0.000161332 -0.00069639 -0.00373109 0.00182829 0.0244155 -0.0014555 -0.00112148 -0.0140787 0.00176142 -0.0014244 -0.0127261 0.00288535 0.000526007 0.00485949 0.00150216 -0.00326241 -0.00645316 -1.40229e-05 -0.000912782 -0.000106331 0.00172287 0.00592177 0.00150223
internal_weight=67.7716 53.1043 14.6672 3.07051 2.54314 2.11526 1.79923 11.5967 10.9096 4.95439 5.95524 0.755895 5.19934 4.78954 0.871694 3.91785 3.28961 0.908137 2.38147 4.89951 3.02268 2.74502 2.53384 1.87683 50.818 33.489 32.7975 17.329 7.62191 6.18543
internal_count=4034 2765 1269 160 139 116 88 1109 1079 637 442 46 396 586 63 523 513 88 425 362 301 292 276 61 2735 2072 2057 663 127 106
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 1 0 2 2 1 2 1 2 2 0 2 2 2 0 0 0 1 0 1 0 2 2 0 2 0
split_gain=0.00261115 0.0103676 0.0532261 0.0297369 0.166679 0.076306 0.109749 0.0249596 0.0445845 0.0268111 0.0618776 0.0104993 0.0315104 0.0207242 0.0207084 0.0363129 0.0112483 0.00710399 0.00518272 0.0059403 0.00342995 0.0341456 0.0148879 0.0785186 0.052118 0.100844 0.0486935 0.181701 0.0451217 0.0167241
threshold=37.52517992975001 0.50086823750000009 36.893814626400008 36.893814626400008 0.39045238170000002 0.36575252235000005 0.50465554925000011 35.782584506850007 35.171584490050009 0.36533337325000009 36.491284729650012 0.39476362980000007 34.654301448200009 34.41230404325001 0.55481871800000016 36.491284729650012 34.883496062400006 37.784765830350004 0.5681267027500001 0.56859076075000015 0.5398790455000001 0.41714319930000004 0.5223196910500002 0.39587138110000003 0.51505942935000004 40.241071441700008 41.385032804600009 0.52507409960000018 39.110279783550006 0.53833717555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -3 -7 8 -1 10 -9 16 13 18 15 -14 -8 -2 -13 -20 22 -22 24 26 -19 -26 28 -28 -24 -25
right_child=17 3 -4 4 -6 6 11 9 -10 -11 -12 12 14 -15 -16 -17 -18 20 19 -21 21 -23 23 29 25 -27 27 -29 -30 -31
leaf_value=-0.0049414815999664352 0.0097631116950249869 0.053815561423587392 0.059246593857603627 -0.079082534325929835 0.0071100402763788822 -0.11015773399294891 -0.0049739403449033694 0.081882831707054363 0.06988033047817778 -0.07626680047838269 -0.10273307225511026 -0.10022595039476356 -0.10125885111116578 0.099962127851108362 -0.0073109208033520562 0.0057711335172982514 0.01296364284407428 0.00011537297301670352 0.10012855375254402 -0.10006392588005229 -0.021695290797587051 0.00011300719569622311 0.0067459719925880395 -0.0070089510866432007 0.0058568904825722946 -0.057293866330629474 0.069711457954895403 -0.083169777466526623 0.046348926233582534 0.0029390851890074045
leaf_weight=0.60814938999136081 0.76240833347255588 0.24754154309630472 0.16133021815462456 0.32096101343631722 0.74542021005382608 0.094536434231941135 0.63544974027900047 0.043756873349593661 0.091639841186406557 0.087457777000963688 0.031029089508486152 0.0073236148994056949 0.069631130166385447 0.039684314676432297 0.48724976319824154 0.058190234783978667 0.77712510207919649 42.483139832390506 0.0038774996064603329 0.0023994330142609321 0.78360239279811494 8.5684446240995467 0.43657855324374295 2.4420811854730324 0.55814077958348096 0.4623242743912499 0.14686879825603671 0.16516805583842142 0.84361256391275674 5.4868064966285601
leaf_count=136 47 7 38 11 58 5 23 45 14 6 8 26 33 17 101 13 25 1546 1 137 103 1101 24 287 36 34 10 69 38 35
internal_value=2.58718e-06 -0.00232124 0.00652948 -0.00491697 -0.0188323 0.00120727 -0.00477891 -0.00333658 0.0048567 -0.0386758 0.00528472 8.43763e-06 -0.010318 0.0634526 -0.0167089 -0.0525338 0.00489438 0.000168678 -0.0430765 0.0236026 5.14092e-05 -0.0017143 0.000362829 0.00394459 -0.000421068 -0.0227537 0.0242096 -0.011212 0.0328433 -0.00012489
internal_weight=67.6519 4.51275 1.02336 3.48939 1.06638 2.42301 2.17547 0.862033 0.699789 0.162244 0.074786 2.08093 0.668356 0.0532849 0.615071 0.127821 1.41257 63.1392 0.0136005 0.00627693 62.3768 9.35205 53.0247 9.52112 43.5036 1.02047 1.59223 0.312037 1.28019 7.92889
internal_count=4034 704 247 457 69 388 381 209 150 59 53 376 328 181 147 46 48 3330 164 138 3283 1204 2079 463 1616 70 141 79 62 322
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 2 1 0 2 0 0 0 1 1 1 1 2 1 0 1 2 2 0 0 2 1 2 0
split_gain=0.0033247 0.0120801 0.0112915 0.0310217 0.114722 0.0676206 0.0396123 0.0148554 0.0108955 0.0249566 0.0188726 0.0901057 0.0179554 0.117557 0.0564804 0.0384926 0.013536 0.0303914 0.0814587 0.0224524 0.0352056 0.0107923 0.00953616 0.0836081 0.0305809 0.0060563 0.10572 0.0340262 0.144059 0.0763695
threshold=39.896141435400004 40.003678352300007 39.420767558750008 0.37003383130000006 0.39019789825000006 0.47943175355000006 0.52432561900000019 39.792680591700012 0.39670967935000007 0.53866650695000018 38.748048509250005 0.51505942935000004 0.54228915300000013 0.54499865270000014 0.40509266190000009 0.43590012275000006 0.39408999735000005 0.3782970569500001 37.198331469900005 0.36945001650000003 0.50086823750000009 0.36491422415000008 38.903925214650009 38.625745710700009 0.56395018115000017 0.53866650695000018 40.206947806850003 0.38733870245000007 42.360359531950003 0.5054040298000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 -5 -4 -6 -8 10 -10 16 -12 -11 -14 -15 -16 17 19 -19 20 21 -1 23 24 -17 27 -27 29 -29 -3
right_child=1 25 3 4 6 -7 7 -9 9 12 11 -13 13 14 15 22 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.001278043902123732 0.0075017577905253765 0.00042265551604635514 -0.020349955006682255 -0.060231222373830863 0.028999262700793383 0.032957082791365271 -0.017865772840185496 0.0037951963358153875 -0.022636911276545602 0.0061263654965621663 -0.0050738984454545503 0.04704974149290915 -0.10325420704206099 0.10177872594184173 -0.087525825718533817 -0.0029224387831099392 0.013054500389532823 0.0027046267052643364 -0.048038476996690047 0.018446165519169843 -0.026463262641655622 0.02221030911910904 -0.0095434728191443816 0.084164768895047648 -0.10117911846284314 -0.079846230382054559 -0.00079146698443421286 0.017733976799728993 -0.032162353333445463 -0.02569022850418189
leaf_weight=2.4202832927001734 2.2721190194569081 36.327551704161252 0.44482609042825005 0.42091404960956458 0.3337998604401945 0.51170304851257242 0.82098238475374763 0.51536399724472659 0.61597065008189167 1.7835703201417348 0.98757889766420681 0.49934307055082172 0.12094361357753758 0.051925018429756054 0.053615469213553868 0.51989013001775664 0.68676395739566931 0.93771421954136236 0.47743605343208628 0.73447248955199018 0.46222626604208006 0.27421604143455613 0.67132347143105164 0.11689311791750612 0.033730863862333815 0.172391981896168 9.027689881194588 3.3924288822721511 0.69762634200619267 1.1556072931175538
leaf_count=279 30 1254 25 28 6 22 65 14 68 21 44 21 17 1 95 12 16 48 38 24 18 19 50 12 326 53 934 112 292 90
internal_value=1.31971e-06 0.000368083 -0.00134083 -0.00675017 -0.0135739 0.00816708 -0.00181519 -0.00951219 9.92137e-05 -0.00413658 0.00234613 0.0124304 -0.000736805 -0.00854193 -0.000627726 -0.00443829 -0.000155835 -0.00186556 -0.0144148 0.00269836 -0.000965673 0.0034083 -0.00111838 0.00731689 -0.00890899 4.88486e-05 -0.0022728 0.000562626 0.00922334 -0.000382406
internal_weight=67.5409 53.0454 14.4955 3.04759 2.09106 0.956529 1.67015 1.33635 11.4479 3.96786 7.48003 1.48692 3.35189 1.56832 1.44738 1.39545 5.99311 5.30635 1.41515 3.8912 3.15673 2.6945 1.34184 0.670514 0.553621 50.7733 9.20008 41.5732 4.09006 37.4832
internal_count=4034 2765 1269 160 113 47 85 79 1109 602 507 65 534 513 496 495 442 426 86 340 316 298 400 350 338 2735 987 1748 404 1344
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 0 1 1 2 1 2 0 1 2 2 2 1 2 0 0 0 1 0 1 1 1 2 1 0
split_gain=0.00336297 0.0283874 0.0208814 0.0596964 0.129473 0.0215914 0.0158862 0.0842914 0.02378 0.0227642 0.0160167 0.0540211 0.067898 0.02957 0.0120632 0.0603171 0.0155936 0.0166801 0.0677366 0.201134 0.0939933 0.0664084 0.0494726 0.031258 0.0257896 0.0816604 0.0223262 0.0730904 0.0373133 0.0820019
threshold=0.48447651265000008 0.48351845755000006 0.34587287805000005 0.34494476210000008 43.157831852650006 0.34614233110000009 0.49053920540000012 0.34739977845000009 0.34641178410000012 42.977735738100002 0.35862698720000002 42.779078631750004 0.49336846205000007 0.36359689830000008 40.159267750750011 39.952536079750011 40.467253020850002 0.34560342505000002 42.141702038450013 0.48119816770000007 0.48119816770000007 0.47916230050000003 0.34548366815000003 0.48068920095000006 0.34542378970000004 0.3453938505000001 0.34518427590000006 42.198888176300009 0.34494476210000008 0.47916230050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -2 -5 -4 8 -8 -7 -10 11 12 -9 -12 15 -1 -16 22 20 21 23 -20 24 -19 25 26 28 -28 -18 -30
right_child=2 -3 5 4 -6 6 7 10 9 -11 13 -13 -14 -15 16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0010738859208619818 -0.017514332283222196 -0.014065262108874469 -0.017475289686854356 0.055473868699969245 -0.010088367632612769 -0.004842738390401384 -0.049183045847120778 -0.0055575893121228128 0.023123995411891633 -0.00044925346184755124 -0.037066426803770085 -0.013583585947516083 0.03510115281987719 -5.0954116180327327e-06 0.007432661209466453 -0.026511708980410283 0.0015462588226251002 0.0077142663795791632 0.012473894788368314 0.083950730276835472 -0.0062393352436117292 -0.10338874061959352 -0.020265412219258157 0.036335297985339174 0.01790398722779446 -0.034602326106666047 0.014892614724757012 -0.014373161706114516 0.0013738048891478655 -0.03533070238202083
leaf_weight=3.7900504338730583 0.50163903622888639 1.5204160548746575 0.68205869197845359 0.61833646637387552 0.58730562031269073 0.96696990728377885 0.34682210255415213 0.70380220546212802 1.1384594500777891 0.63990990659524971 0.2170662347489295 0.78444265351572529 0.98631169529107865 26.202076003162595 3.0908783860526539 1.0022470768707128 7.5126706115673141 0.738371043617575 0.10460412323602586 0.34621397673618048 4.4516044597761955 0.093855465644082869 1.3323524505038324 0.78969001024961472 0.74959792731533603 0.69400238942762449 3.0250655780814659 1.1887135696060793 1.6275592438701099 0.97229318541940291
leaf_count=307 18 34 4 45 3 4 7 10 34 22 21 24 49 2432 36 17 382 48 155 58 28 15 28 7 26 14 38 60 90 18
internal_value=1.24161e-06 -0.000719337 0.000693626 0.0114748 0.0235365 0.000130184 0.000505599 -0.00017727 0.00777881 0.0146416 0.000410965 0.00810395 0.0181699 -0.000309601 -7.53665e-05 -0.00469528 0.000753305 -0.000120501 0.00418137 0.0379422 0.00110618 -0.0423198 -0.00176162 0.0225054 -0.000198293 -0.0011017 0.000521156 0.00663669 -0.00202712 -0.012353
internal_weight=67.4054 33.0302 34.3752 1.70728 1.20564 32.6679 31.9859 29.2405 2.74534 1.77837 28.8937 2.47456 1.69011 26.4191 31.5098 4.7923 26.7175 23.6266 6.52434 0.544674 5.97967 0.19846 17.1023 1.52806 15.7699 15.0203 14.3263 4.21378 10.1125 2.59985
internal_count=4034 1361 2673 66 48 2607 2603 2543 60 56 2536 83 59 2453 1327 324 1003 967 311 228 83 170 656 55 628 602 588 98 490 108
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 2 2 1 1 0 0 2 2 1 1 1 2 1 1 1 0 1 0 0 0 1 2 2 2 1
split_gain=0.00305181 0.0101054 0.119646 0.0430476 0.029886 0.0462175 0.0674383 0.0447962 0.0396466 0.0235305 0.0113683 0.0109315 0.0105481 0.0366564 0.0436489 0.0465872 0.0241528 0.00956609 0.0706738 0.0119265 0.00812171 0.00567969 0.0171023 0.0463651 0.0364938 0.0245882 0.0219118 0.0231987 0.0153721 0.0148677
threshold=43.631818398850008 0.48386275860000011 0.49094338495000006 43.680097826700013 0.39718870690000002 44.169240047700008 48.96897326980001 0.32168198560000011 0.34524415440000006 0.47997065955000012 0.39672464895000009 48.86568841230001 47.709122305950011 0.3782970569500001 0.39162001140000008 0.39193437325000008 48.96897326980001 0.4025178887000001 0.36160593995000007 0.37078231190000005 0.55832160710000012 0.34311846950000008 0.46989611090000011 0.46898296455000005 0.46739618575000003 0.31761025120000003 39.458743938000005 37.445036092900004 35.171584490050009 0.33204095685000007
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 10 -6 7 -7 -9 -10 11 -2 17 -14 -15 -16 -17 18 -5 -20 -18 22 23 24 25 28 27 29 -1 -27
right_child=1 2 3 12 5 6 -8 8 9 -11 -12 -13 13 14 15 16 20 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.080396287095397853 0.0046808743078173487 0.1006148240052761 0.088781800405095146 0.0016623651105300834 -0.10137938509887556 0.090873068652468983 -0.094355556322908624 -0.10140082807343385 -0.013514912445594086 0.10090986354872744 0.010515480415596695 -0.0097451114824308183 0.098926458257125677 -0.066245297967120947 0.10025292864246281 -0.10072969244604778 0.063855643642878934 0.0021361677720622553 -0.0059181449072324387 -0.10237753899870146 -0.10012491136578131 -0.00011584524772638694 -0.042342875175756037 0.10072964413038275 -0.10185352181349844 -0.045202094385104044 0.046981577582082629 -0.10068886139960641 -0.10043946906157691 0.064936869716582926
leaf_weight=0.0055445329629132392 1.0861742035738813 0.13013558241230794 0.054935514052885659 0.51331452670274291 0.070957988215809453 0.062332201638128026 0.068313315219711512 0.035997018043417484 0.053666771647840505 0.027020184323191643 1.0327744744718073 1.0171974960394434 0.046012384453206212 0.064822307693248149 0.056196872086729854 0.025437355497842873 0.020260332832329198 1.0320964618507651 0.014960192784201354 0.089520196250170159 0.0035495505777731742 61.384301128863044 0.12758050501315665 0.040595401267637499 0.040144024537198675 0.021999184722987231 0.10390264052261955 0.02582389961617082 0.030887349797851016 0.027674957604176598
leaf_count=17 57 15 10 9 33 27 11 23 80 1 7 19 6 12 3 46 77 244 4 128 167 2720 15 12 9 50 45 13 154 20
internal_value=5.42956e-06 0.00226146 0.00782117 0.00153533 -0.0010399 -0.0302366 -0.00982596 0.0224309 -0.0141307 0.0248033 0.00192327 -0.00229558 -0.00103299 0.019732 -0.00166933 0.0380291 -0.0329756 -0.003755 -0.0135969 -0.0885658 0.0394096 -0.000195529 -0.0117276 0.00144264 -0.0143033 0.00198069 0.0171908 -0.0238081 -0.0729183 0.0161596
internal_weight=67.3141 5.50567 2.05124 1.92111 3.45443 0.318287 0.247329 0.179016 0.116684 0.080687 3.13615 2.10337 1.86617 0.216279 0.170266 0.105444 0.0492472 1.64989 0.617795 0.10448 0.0238099 61.8085 0.424152 0.296572 0.255977 0.215833 0.179401 0.075498 0.0364319 0.0496741
internal_count=4034 979 721 706 258 175 142 131 104 81 83 76 696 311 305 293 290 385 141 132 244 3055 335 320 308 299 128 83 171 70
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 2 0 0 1 1 1 2 2 0 2 1 0 0 1 0 1 1 2 0 2 1 1 0 1
split_gain=0.00284624 0.0197039 0.0369256 0.0278122 0.0169771 0.0165541 0.0096129 0.0080178 0.00734988 0.00822605 0.0256254 0.0617061 0.0574433 0.0363619 0.103946 0.0858274 0.00930908 0.0314728 0.0141147 0.0202043 0.0115182 0.0215207 0.0169841 0.00853331 0.0100633 0.0076493 0.0374313 0.0457154 0.0243459 0.0159011
threshold=0.5654770815500002 0.43837010870000009 41.674196414850009 0.4445375887000001 0.57402472980000019 0.45368402140000008 39.458743938000005 0.5696985120000001 0.56341127510000011 0.45036076765000005 0.42780156285000009 0.44922307715000004 42.310579034350006 41.066313126200008 0.54386096225000014 39.337369931850013 0.42114008565000011 0.54797760550000019 0.54646567465000018 0.41911918805000009 0.5398790455000001 0.4019490434500001 0.41714319930000004 43.084235337800003 0.55609113500000007 35.050303764500008 0.38906020780000011 0.38552737940000009 0.49880243110000005 0.36533337325000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -3 6 -5 -8 9 10 16 12 13 14 -12 -16 18 -18 19 20 22 -22 25 -14 -25 26 27 28 29 -1
right_child=1 3 -4 5 -6 -7 7 -9 -10 -11 11 -13 23 -15 15 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0029278396825439296 0.066441533245213666 -0.10227185737381253 -0.0070470566869165674 0.014775028312475035 -0.0084073218816887296 -0.043506614681966267 0.0064933639148167972 -0.0057849346493551506 -0.010105261320110547 -0.01020618925591267 0.094381313708223002 0.10204553775641521 -0.10168353350865751 0.048607167511435789 0.039856461704474884 -0.10382388581255526 -0.020138079460194899 0.0082324962560749778 -0.014670031707708746 0.013643176178828952 0.0045443086496958088 -0.012896055722554168 0.01230605844802108 -0.10101579544390336 0.058372724125512469 -1.7311381705062866e-05 0.071856134909858413 -0.10147127002861867 0.038296600937678116 -0.10392777812234799
leaf_weight=0.035556298841725176 0.13270091065436984 0.041426659468584481 0.14104737624467134 0.58623980590981384 0.036026018388589875 0.077258256868298125 1.0565196909010413 1.0709274602862064 0.73154478110291066 0.78362544763593334 0.072234655293871519 0.080393827520310879 0.048203684799545954 0.23103329585492816 0.06785435440966836 0.10734758276521461 0.88899857028206841 0.69805438884577597 0.6402069717237272 1.1067426621739276 1.1632476754857628 1.80602155271481 1.1592510626389572 0.0075307838009058816 0.0083569364596769447 54.166360897065651 0.086123732471605763 0.040774788707494736 0.13543265202110888 0.022892298933584243
leaf_count=120 42 28 35 32 18 909 5 67 47 44 8 3 11 23 42 23 34 35 88 27 22 38 17 76 4 2203 8 5 17 3
internal_value=4.94662e-06 0.00294347 0.0285769 0.000497115 -0.0586121 0.00213748 0.00343696 0.000312638 -0.000139125 -2.40512e-05 0.000103464 0.0202841 0.0081691 0.0200779 -0.00656009 -0.0481776 -9.94683e-05 -0.00765948 9.92993e-05 0.000257622 4.88496e-06 -0.00606358 0.000328696 -0.0807352 -0.0171775 7.38692e-05 0.0154705 -0.00522425 0.0150173 -0.0389238
internal_weight=67.2299 3.14215 0.273748 2.8684 0.0774527 2.79095 2.71369 2.12745 64.0878 63.3562 62.5726 0.622955 0.542561 0.47847 0.247437 0.175202 61.9497 1.58705 60.3626 59.7224 58.6157 2.96927 55.6464 0.0640914 0.0158877 54.4871 0.32078 0.234656 0.193881 0.0584486
internal_count=4034 1136 77 1059 46 1013 104 72 2898 2851 2807 190 187 96 73 65 2617 69 2548 2460 2433 60 2373 91 80 2356 153 145 140 123
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 0 0 0 1 0 1 1 0 1 0 2 1 2 0 2 2 1 2 0 2 1 0 2 2
split_gain=0.00277446 0.0666856 0.0405494 0.0158688 0.0971149 0.107842 0.0429044 0.0589378 0.0292639 0.0964486 0.0854945 0.158029 0.0343671 0.0144344 0.0147352 0.016267 0.0505331 0.0196365 0.0716965 0.013394 0.129646 0.1286 0.0118352 0.0289139 0.0196835 0.0115455 0.0223441 0.0114422 0.0691951 0.0935908
threshold=0.48597347385000006 0.34521421515000011 0.48797940185000005 43.120094701700005 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.49336846205000007 0.34829795515000012 0.49649711085000009 0.36006406990000012 0.34641178410000012 0.51675099550000014 0.39162001140000008 0.53544804050000006 43.631818398850008 0.4025178887000001 47.709122305950011 0.48351845755000006 40.206947806850003 41.872294782850005 0.34608245260000009 41.919251152600005 0.47883296910000012 41.942745071500006 0.35807311160000005 0.52005927965000021 40.137820134150012 39.256147742250008
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -7 -8 12 -10 -11 -12 -4 -5 -15 16 -16 18 -17 22 -21 -22 -1 -24 25 -25 -27 28 29 -13
right_child=1 2 3 13 5 6 7 -9 9 10 11 27 -14 14 15 17 -18 -19 -20 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00046139500698271255 0.046742355124255376 0.028680284579733629 -0.021538991096321784 0.012187030283937734 -0.10668868219625308 0.041336572557904128 -0.1029638150164429 0.017262937575835021 0.048452844434352889 -0.041063130808107251 0.065765999944197906 -0.0078458383689177409 0.0010882874283252937 -0.04637797728779925 -0.1011887878260954 -0.10211839372746663 0.076887697345354278 0.0023330807907947725 0.042897186761648401 0.025941214586741451 -0.047710498083438434 0.0025724450477155681 0.0034514931307093738 0.076523119378677229 0.069546475450473308 -0.10026419099963819 0.036501029097001196 0.00069032558899736031 -0.029217362668273253 0.038448678033201088
leaf_weight=29.904723875985642 0.31106971949338813 0.4930719075131681 1.339954175986356 1.8484082407589189 0.18126544888946128 0.10927240706951125 0.077354730040948283 0.086225448245841108 0.41731974110007541 0.49744803276962812 0.36891686833405657 1.8236087730705923 1.3450197847851084 0.066680690448492785 0.01996709845116118 0.075914301851298549 0.078920061333166203 1.6170290208760176 0.061886796134785982 0.83964607678353731 0.94779243462835472 1.0977092518005518 1.3239177738162409 0.015342055936343857 0.12036215888929291 0.021139417051756482 0.027467214376648563 20.569508147833542 0.90461882163128837 0.57418927460093971
leaf_count=1102 19 30 24 91 10 9 26 32 4 21 33 105 28 29 11 14 171 434 39 7 39 26 99 3 10 23 90 1411 61 33
internal_value=4.78762e-06 0.000661335 0.000221043 -0.000216603 -0.00102853 -0.0469003 -0.00718075 -0.0395906 -0.000280296 0.000778908 -2.53221e-05 0.000816818 -0.010204 0.005879 -0.000192563 0.00146879 0.0409308 -0.000754955 -0.0369916 -0.000624378 -0.00714501 -0.0207264 -2.54849e-05 0.00861762 0.0457262 0.000892544 -0.0229793 -0.000186907 -0.00565086 0.00324009
internal_weight=67.1657 32.8676 32.5566 32.0635 28.2947 0.454118 0.272853 0.16358 27.8406 25.1556 24.7383 24.2408 2.68497 3.76881 1.9204 1.85372 0.0988872 1.75483 0.137801 34.2981 2.88515 2.0455 31.413 1.50823 0.184311 0.0639487 0.0486066 23.8719 3.30242 2.3978
internal_count=4034 2635 2616 2586 1797 77 67 58 1720 1668 1664 1643 52 789 698 669 182 487 53 1399 72 65 1327 225 126 116 113 1610 199 138
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 1 2 0 2 1 2 2 0 1 0 2 0 0 1 0 2 2 0 1 0 1 2 2
split_gain=0.00288675 0.020371 0.0200641 0.0714683 0.0123893 0.0313984 0.02658 0.00819235 0.0787547 0.0821377 0.0318557 0.0129282 0.0286742 0.0175721 0.00984761 0.0428713 0.0350085 0.0326916 0.0212352 0.0202139 0.0675878 0.0498455 0.0270344 0.024104 0.0619507 0.0352082 0.0257616 0.0468159 0.0214523 0.0599674
threshold=0.34467530910000005 0.4815274992000001 0.4784437592000001 0.47736594710000008 0.34485494450000004 0.47943175355000006 0.34488488370000009 0.34515433670000012 42.233786329550007 0.47961138885000004 41.646178195200001 0.34527409360000011 41.32819714970001 42.198888176300009 0.48447651265000008 0.34587287805000005 0.48351845755000006 40.280372415600006 0.47943175355000006 0.48119816770000007 0.34569324270000007 0.47976108500000009 41.147265497500008 41.436838994450007 0.47721625100000004 0.34584293880000011 0.47916230050000003 0.34566330350000002 41.32819714970001 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 8 9 10 -8 12 -9 -14 16 -16 17 18 -13 21 -21 22 -19 -24 25 -25 27 -26 -22 -30
right_child=4 -3 -4 -5 6 -7 7 11 -10 -11 -12 14 13 -15 15 -17 -18 19 -20 20 28 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.00062454576256073808 -0.02325065918459834 0.013884282570252341 -0.012407013849996299 0.048417842442127261 0.02592665776967535 0.0019370391988664196 0.0083863142717905594 0.017249063942354571 0.02086576188325464 -0.032108960908271429 -0.020273238916792276 -0.00068035997040132674 0.0055801573466090467 -0.012738826326872156 0.021911913064248341 0.00012982319814172047 -0.021486979708679271 -0.015075791928558534 -0.024729408503616126 -0.025387156477067498 0.010591996067124201 0.01617057662366974 0.011360519342549957 -0.10205628649357811 -0.044298408769869908 0.016590571372666525 0.013597449866440818 0.0046588777656210818 -0.021406982760006577 0.0066952851557065514
leaf_weight=5.2771789211411706 0.80696277573779385 1.185750573640689 1.142299392067798 0.31487634872610204 0.39396379764002531 1.2798582594841716 1.4532022301032435 1.3894096529111259 0.95179906522025692 1.2360403872444292 0.52902355886180874 0.61693623628487582 1.4625690069024133 0.81564107649683126 0.92944842227734525 32.466955156441273 0.89738520467653948 1.1548299616280511 0.90689365628784913 1.1624959865584967 1.6795164498676447 2.3136232395027037 1.6373461555157294 0.097515142322464388 0.29384316009964073 0.033638843471127444 0.73853649634111207 0.58258454856695607 1.1771489679813387 2.1393356377375312
leaf_count=508 36 12 15 9 29 24 71 20 29 19 8 56 21 35 35 2607 27 20 23 17 9 48 11 62 19 106 37 48 7 66
internal_value=5.14961e-06 0.00179803 -0.000330058 0.00213692 -0.000234928 -0.00780291 4.18524e-05 -0.00013811 -0.00440424 -0.0118778 0.000737549 0.000200776 0.00592675 -0.000978375 -0.000229319 0.000736036 -0.00231849 -0.00113498 -0.0149929 0.00048812 -0.00366953 0.00422501 -0.00186484 0.00264426 -0.00552902 -0.0716253 -0.00016123 -0.0117552 0.00138384 -0.0032793
internal_weight=67.0666 7.92011 6.73435 5.59206 59.1465 2.08682 57.0597 56.6657 4.17007 3.21827 1.98223 52.4957 3.66762 2.27821 48.828 33.3964 15.4316 14.5342 1.52383 13.0104 6.1585 6.85192 4.53829 3.38346 1.74612 0.131154 1.61496 0.876428 4.996 3.31648
internal_count=4034 544 532 517 3490 60 3430 3401 127 98 79 3274 76 56 3198 2642 556 529 79 450 99 351 303 283 272 168 104 67 82 73
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 1 2 2 2 1 0 1 2 1 0 0 0 0 2 0 0 1 0 2 2 0 1 2 2 0
split_gain=0.00383812 0.0230496 0.0243836 0.0581234 0.0256464 0.0249022 0.0145776 0.032845 0.0306807 0.0280134 0.084536 0.0151986 0.011459 0.0122789 0.0278895 0.0313013 0.0254309 0.0653016 0.0188473 0.0253786 0.0544303 0.0154917 0.0726213 0.0740828 0.0360331 0.0312409 0.0261221 0.0206864 0.0268653 0.0123761
threshold=41.218101594450012 40.844669808050007 0.34527409360000011 0.42290649980000011 0.48306936920000004 0.4317685099500001 41.535369675400013 41.571132012400007 41.436838994450007 0.34988473400000003 0.48200652675000005 0.34566330350000002 40.750688432250008 0.39542229275000007 0.53749887730000012 0.53544804050000006 0.52889135055000014 0.52863686715000002 40.377444152000002 0.53866650695000018 0.57402472980000019 0.42039160505000012 0.54136103710000005 39.952536079750011 40.003678352300007 0.5398790455000001 0.44922307715000004 40.098777110850008 38.625745710700009 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 -4 -5 8 -8 9 10 -2 -10 13 29 15 16 17 -15 21 -20 -21 25 -23 -24 -25 -16 -26 28 -27 -1
right_child=6 2 3 5 -6 -7 7 -9 11 -11 -12 -13 -14 14 18 -17 -18 -19 19 20 -22 22 23 24 26 27 -28 -29 -30 -31
leaf_value=0.00094550159461850186 -0.0072627277343246983 -0.0034918791512263099 0.013897157629469026 -0.017045320590689306 0.039906757759328719 0.010309213316810846 0.029012735604769014 -6.5661900869756418e-05 -0.033884914969552558 -0.016281268653717509 0.020139440266627028 -0.010402298430672332 -0.0093962985827201542 -0.10111232401239792 0.0057387075418564148 -0.010206711777187516 -0.1013529269173567 0.082048923683826908 -0.00093112521640971522 -0.051958235589138847 -0.0016471915213415495 0.098138659854560328 -0.0018135989131880051 0.10309177114793273 -0.0090042429403002864 -0.0038044475099200769 0.070991979430619884 0.0042159698560005256 -0.03211899524216337 0.010709717759923902
leaf_weight=17.703023014038894 3.6783841006774756 1.3296768812813855 0.79605152771364396 0.61687119265104662 0.72380352206528187 0.72267501444287063 0.39462772837220228 24.790264022227014 0.45327385988639413 1.1200853423419088 1.6223838320001958 0.70322302073309118 1.3024102014800281 0.044657038187071119 2.2641062503680578 0.48378996178507805 0.079476547291505995 0.03450523634091951 1.4886290580034258 0.3646051467367214 0.52420218068334634 0.085885716878692953 2.0766439491812565 0.096698123961686977 0.092585381993558258 0.64939362494555986 0.073007526975828796 0.57783306379860722 0.6923770434987091 1.4008155050687481
leaf_count=776 38 31 13 10 40 53 15 2009 23 57 37 23 30 54 17 3 45 3 6 26 25 6 527 2 9 40 63 9 19 25
internal_value=6.59457e-06 0.000747206 0.00769617 0.0128988 0.0262838 -0.00228776 -0.000767055 0.000389974 -0.00461268 -0.00191215 0.00112414 -0.019606 -0.000222 0.000193864 -0.00271805 -0.0228466 -0.0613938 -0.021276 -0.001279 -0.00891456 -0.0222857 0.00146791 0.00782762 0.0045114 0.0545885 -0.0022181 0.0262649 -0.0116029 -0.0184152 0.00166148
internal_weight=66.986 34.2237 4.18908 2.8594 1.51986 1.33955 32.7622 25.1849 7.57735 6.42085 5.30077 1.1565 30.0346 28.7322 9.6284 0.642429 0.158639 0.0791623 8.98597 2.37744 0.888807 6.60853 2.42482 2.33893 0.262291 4.18371 0.165593 1.9196 1.34177 19.1038
internal_count=4034 1832 147 116 53 63 2202 2024 178 132 75 46 1685 1655 854 105 102 57 749 57 51 692 607 601 74 85 72 68 59 801
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 1 2 1 1 0 2 1 1 2 0 1 1 1 0 0 2 2 0 2 0 2 2 2 1 1
split_gain=0.00311863 0.0187701 0.01994 0.0478772 0.0214028 0.0201063 0.011795 0.0289113 0.1156 0.0374756 0.0268781 0.0252786 0.0945277 0.0092456 0.0107848 0.0495668 0.034833 0.0322721 0.035454 0.0239008 0.0500307 0.126435 0.0446351 0.0344802 0.0192692 0.015403 0.0244184 0.0132521 0.0131931 0.0409187
threshold=41.218101594450012 40.844669808050007 0.34527409360000011 0.42290649980000011 0.48306936920000004 0.4317685099500001 41.535369675400013 0.3459626957000001 0.36575252235000005 0.4784437592000001 41.571132012400007 0.34584293880000011 0.34479506600000004 40.750688432250008 0.5231430197000001 0.39019789825000006 0.38733870245000007 0.37413550490000008 0.51505942935000004 0.52770875125000016 36.010074051050005 38.748048509250005 0.53158588065000012 38.244973486750006 0.53749887730000012 40.377444152000002 40.563919884450009 40.206947806850003 0.34569324270000007 0.34656148020000005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 7 9 -9 -2 -8 12 -11 14 15 16 17 28 -19 20 -16 -22 23 -21 -24 27 -27 -26 -1 -30
right_child=6 2 3 5 -6 -7 10 8 -10 11 -12 -13 -14 -15 19 -17 -18 18 -20 22 21 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.0022969742381169027 0.0001454017432775317 -0.0031362737507938466 0.012609597403790158 -0.015236662545715943 0.036511033794240609 0.0093305675697359907 0.02636398018696964 0.050502623735842959 -0.010472219477910891 0.0018245390028259268 -5.9093083982080965e-05 -0.0073339764602394462 -0.053622917183810494 -0.0084223517454905372 0.002970317310631845 0.028170853457163709 -0.024698386875727549 0.042264529302319137 0.00080395056436059059 0.004677005186315363 -0.10533766191057739 0.0056247849150747181 -0.020171501449082169 0.065522474012785312 -0.00010202884582550089 -0.019089556814737715 0.0012720694589059454 0.014710183279544814 -0.01706486387320125 0.0036389292432440854
leaf_weight=10.710770988255517 3.2749476975409371 1.3322538327028599 0.78993999786325753 0.62086370997747031 0.71262862117146142 0.71883797034911368 0.39104729710872277 0.45198655081912853 0.99626224621701454 0.60523035190999508 24.790989858775582 1.6217280998826027 0.62494572647847235 1.307436980765998 0.53199921807390538 0.68427700701416583 0.52283482422353778 0.39794970335788171 0.42815542942844331 0.19908097993311358 0.18368671651785462 0.23286867568822345 0.55336190844172861 0.17500843317247927 7.0112121508738792 1.085796873615209 1.2871636630910073 0.66095077576562733 1.5635759374126799 2.4509987223338019
leaf_count=394 36 31 13 10 40 53 15 19 68 14 2009 9 32 30 10 44 36 28 19 29 32 35 30 15 669 21 36 33 14 210
internal_value=7.62821e-06 0.000676113 0.00695854 0.0116903 0.0239454 -0.00205473 -0.000689519 -0.00414928 0.00855753 -0.00715289 0.000351226 -0.0155338 -0.0263435 -0.000198467 0.00017644 0.00181197 0.000689882 0.00154343 0.0207763 -0.00212277 -0.0173518 -0.0433059 -0.000806257 0.033142 -0.00200451 -0.00100374 -0.00804481 0.00117403 0.000464449 -0.00442468
internal_weight=66.9188 34.1617 4.17452 2.84227 1.50257 1.3397 32.7571 7.5751 1.44825 6.12685 25.182 2.8519 1.23018 29.9871 28.6797 16.7586 16.0743 15.5515 0.826105 11.9211 0.948555 0.416555 10.9726 0.374089 10.5985 10.0451 2.37296 7.67216 14.7253 4.01457
internal_count=4034 1832 147 116 53 63 2202 178 87 91 2024 55 46 1685 1655 745 701 665 47 910 77 67 833 44 789 759 57 702 618 224
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 0 2 2 2 2 2 1 2 1 2 1 2 1 0 0 1 1 0 2 0 0 2 2 1
split_gain=0.0029751 0.0162404 0.0152934 0.0311188 0.0941837 0.0287464 0.0506029 0.0138123 0.0082962 0.00816727 0.0227955 0.0226104 0.0143182 0.0621817 0.02299 0.0124841 0.0110593 0.00980251 0.00795601 0.0180215 0.0752868 0.0994626 0.0951351 0.0266526 0.0215915 0.0121191 0.0116037 0.0294083 0.0375613 0.00550928
threshold=39.896141435400004 40.003678352300007 39.420767558750008 0.34524415440000006 0.50410167360000013 39.525197829750006 0.52453519355000011 39.256147742250008 39.792680591700012 39.051326806600009 38.903925214650009 38.969453495950006 0.42039160505000012 38.244973486750006 0.39670967935000007 38.625745710700009 0.45280081435000008 38.478081868400004 0.39408999735000005 0.5231430197000001 0.52005927965000021 0.37473428940000003 0.36945001650000003 0.50086823750000009 38.244973486750006 0.52770875125000016 0.47565941140000007 35.171584490050009 36.893814626400008 0.34467530910000005
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 -6 -7 9 -8 10 12 -12 14 -14 18 -15 -11 -16 19 20 21 22 23 24 26 -21 -1 -28 -29 -3
right_child=1 29 3 4 5 6 8 -9 -10 16 11 -13 13 15 17 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00047764108025765382 0.00859790210084827 0.0029897903218181498 0.01475104574756071 -0.055809262492523819 -0.024341671121664965 0.03240545096232892 -0.015566509869022159 0.014196517083721891 0.0016093407768237242 -0.01782910830515555 0.05264467806728497 -0.0034457686734169291 -0.00056700230738464664 0.034207385686757789 -0.0068229025627135334 0.081455301699267027 0.0020939749454908616 -0.022549757031795684 0.011171553225017818 -0.019373176163594272 0.046518702509838361 -0.065783166011757724 0.06752920591880629 -0.023687465965413074 -0.027075479497445723 -0.00066516748648925593 -0.0020923081600035549 8.1494862671519603e-05 0.057912246111172939 -0.00038380324990993053
leaf_weight=1.5294531580277184 2.2864468801817557 5.42666200308632 0.51502728846389745 0.41383778491945156 0.50338830041835114 0.42876916175009672 0.63033554942616354 0.68300609676930513 0.5077411292795766 0.59834812109238622 0.1635500879289119 0.12820186356748309 1.0942566869606083 0.11450872236255571 1.2363778293289369 0.10930563954292438 0.52142097150598943 0.58330930589727348 0.67634849681644471 0.70387253026353824 0.36260790389496822 0.22420972632244218 0.21397611976135511 0.45741451611229411 0.22849418477863981 0.68157309480011463 0.55622166639659532 0.20227794436505064 0.25251629779813811 44.831463699032277
leaf_count=216 30 347 21 23 38 33 31 30 14 31 15 32 376 35 94 12 15 13 16 32 26 27 16 18 28 13 21 18 25 2388
internal_value=7.21745e-06 0.000355446 -0.00127051 -0.00761983 -0.012258 -0.00355218 0.00312696 0.00041148 -0.00790368 -0.000473559 0.000476792 0.0279974 -0.000393418 0.00925604 -0.00200161 0.0572822 -0.00855192 -0.0118642 0.000945824 -0.00033196 0.00305247 -0.0012485 0.00295726 -0.00132521 0.00236889 -0.0101697 0.00501717 0.0133296 0.032191 -1.95367e-05
internal_weight=66.8649 52.5446 14.3204 2.9991 2.48407 2.07023 1.56685 11.3213 1.13808 10.6382 9.51848 0.291752 9.22672 1.31807 7.90865 0.223814 1.11977 1.81969 6.08897 5.41262 4.02717 3.66456 3.44035 3.22638 2.76896 1.38545 2.54047 1.01102 0.454794 50.2581
internal_count=4034 2765 1269 160 139 116 78 1109 45 1079 1033 47 986 423 563 47 46 107 456 440 395 369 342 326 308 45 280 64 43 2735
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 0 2 2 2 2 1 1 0 2 2 0 1 2 0 0 1 1 1 2 2 0 0 0 1 0
split_gain=0.00292892 0.0178329 0.0163828 0.06283 0.0620985 0.171164 0.0794891 0.0611787 0.0366063 0.0410817 0.0858722 0.0405258 0.0861926 0.0887259 0.102378 0.0652861 0.035152 0.0292117 0.0343943 0.022491 0.020384 0.0506501 0.0309071 0.0799971 0.0264825 0.0223352 0.0704188 0.12532 0.0189372 0.0627732
threshold=41.319407281650008 41.360869295700006 0.34739977845000009 0.34656148020000005 42.047301293400004 0.5276039639500002 41.942745071500006 42.066503896600004 42.094663496250007 42.360359531950003 0.39542229275000007 0.38370108680000009 0.49485045360000007 42.824128352900011 43.120094701700005 0.53475943835000017 0.35807311160000005 48.86568841230001 0.53158588065000012 0.53866650695000018 0.34641178410000012 0.3459626957000001 0.34575312120000007 41.741384785950011 41.872294782850005 0.48306936920000004 0.48271009850000007 0.48098859315000003 0.34527409360000011 0.4871261339500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -7 -6 -9 10 -10 12 -11 -14 -15 17 -4 -13 -19 -17 21 22 28 -24 -23 26 27 -25 -3 -30
right_child=1 2 4 -5 7 6 -8 8 9 11 -12 15 13 14 -16 19 -18 18 -20 -21 -22 24 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.00060789639288690543 -0.010211341902395352 0.0012064356431846391 0.097600787732221292 -0.029034761180179176 -0.037067016564913166 -0.061627769294095074 0.040011382437558897 0.025124693027072945 -0.108794975580491 -0.0055405621422665767 0.0065351343528518516 -0.09110581784121867 0.061177997864903966 -0.051505549549759069 0.042166194626177413 -0.020032330967189628 0.041823285391956615 -0.10263874953618723 0.093147169307825711 0.0017161663786764696 0.01642852857554921 -0.029374502938669333 -0.0071412813800204606 -0.066549739652574921 -0.0072242554600157275 0.038481384445192224 -0.0081229182687291672 0.10423577795059294 -0.013890731973007418 0.021121999814537606
leaf_weight=36.685740436374999 1.8585167440110577 8.9254802961528572 0.23090605787001273 0.80921669890812964 0.40476843376381921 0.20960877056963767 0.12157538020301217 0.67170719569548953 0.10406912308781091 1.1327209932459852 0.17005806087757946 0.11780463353708537 0.56395743228495099 0.20190093031851575 0.27641968461102806 0.53678684921624142 0.22125165292354154 0.015469183997396385 0.021365489148593042 4.1646955426437344 0.67999294772744079 0.81148908665636499 1.3505449909716838 0.058006321704482167 1.611948457272774 0.76104001700878143 0.47383014112710953 0.16569607384735718 2.8162980703008311 0.62585524842143048
leaf_count=1902 30 427 11 17 10 109 35 10 14 105 45 229 14 11 56 19 42 50 4 578 4 25 10 26 38 6 2 52 148 5
internal_value=7.9701e-06 -0.000722902 -9.87733e-05 -0.00176726 0.00337642 0.0303019 -0.0243167 0.000860012 0.00278451 0.000730366 -0.0372486 0.00221108 0.0135551 0.0343079 0.002627 -0.00286979 0.0703075 -0.0668025 0.0109244 -0.000766946 -0.000560198 -0.00121657 0.000927103 0.010396 -0.0146413 0.0266344 0.0137087 0.0599509 -0.00122361 -0.00752469
internal_weight=66.7987 30.113 28.2545 19.0894 9.16507 0.783342 0.331184 8.38172 7.97696 7.30525 0.274127 7.03112 2.175 1.04228 0.478321 4.85612 0.452158 0.154639 0.0368347 4.70148 18.2802 17.6002 15.1768 2.80912 2.42344 1.45857 0.697533 0.223702 12.3676 3.44215
internal_count=4034 2132 2102 760 1342 197 144 1145 1135 1125 59 1066 186 81 67 880 53 283 54 597 743 739 676 96 63 86 80 78 580 153
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=2 1 2 1 2 2 2 2 1 2 0 0 0 2 2 0 0 1 1 0 1 1 0 1 0 1 1 1 0 2
split_gain=0.00295136 0.0106801 0.0256006 0.0147863 0.0133334 0.0187519 0.0139434 0.00743053 0.00669107 0.0170394 0.0787428 0.0399981 0.0373889 0.0340131 0.0136216 0.0330455 0.00918674 0.0215064 0.00666003 0.0113403 0.00465233 0.0100874 0.0245007 0.0213755 0.00850599 0.088301 0.0511081 0.0406302 0.0210366 0.0441405
threshold=49.283271594150008 0.31100865245000009 48.86568841230001 0.31060447290000009 45.048573272350005 44.952171034750002 36.957836847500012 47.709122305950011 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46989611090000011 0.46898296455000005 39.458743938000005 39.952536079750011 0.43780126340000008 0.46739618575000003 0.33750486510000005 0.32058920395000007 0.42569084760000003 0.34467530910000005 0.34485494450000004 0.47943175355000006 0.34488488370000009 0.47700667645000011 0.34509445825000007 0.34512439750000007 0.34548366815000003 0.4778150355000001 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 -1 8 9 11 12 16 13 -11 -15 -16 17 18 19 -3 -10 22 -22 -23 25 -25 -27 -28 29 -26
right_child=-2 2 -4 -5 -6 -7 -8 -9 20 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 23 -24 24 28 26 27 -29 -30 -31
leaf_value=0.10007750634352149 -0.0056532908248281546 -0.10025969900966117 -0.026437904509279572 0.014309455834728195 -0.039037500836727052 0.078841851932092713 -0.10056165293068951 0.0082760976513575561 0.0032226526481705757 -0.10123849433893468 -0.10276337509763489 0.1013180270419996 0.10045380848510027 0.063553877352955077 -0.082147080224691457 0.040371797934546171 -0.10216606844379901 0.072097078715976995 -0.080042716929354815 0.10021090735252321 -0.020648769476736006 0.023346022570573745 0.0016001524205157477 -0.10794529434201011 -0.0007421723379690742 0.1007958556978394 -0.10087702452677719 0.00088793802810254753 -0.0004550291803347522 0.024609456212954406
leaf_weight=0.004589542513699695 0.90731238398285441 0.005077949288461947 0.36635796417488009 0.96829650529252831 0.1048209645668976 0.027077833889052272 0.014119587884563245 1.0853058712563086 4.2137770372530516 0.033290135315837688 0.091010802968412463 0.039392038357618731 0.036852848737908062 0.036821585614234209 0.036590358604371431 0.055262925243937389 0.012431430630385876 0.021588078605418559 0.026778374493162005 0.0063510099425911903 0.8099209225231826 0.39062354386987763 1.2727144099771974 0.083003359458924564 1.962572431424632 0.048113944576471113 0.042248676294847853 0.54965653262616732 52.387250848922207 1.0565137811063321
leaf_count=2 255 47 32 10 31 3 144 60 65 22 12 4 12 5 40 43 1 16 53 1 36 29 24 15 19 2 105 174 2708 64
internal_value=1.11681e-05 8.92888e-05 -7.83054e-05 0.00977575 -0.0193726 0.0256468 -0.0513428 7.18747e-05 -6.89731e-05 -0.0129381 -0.0257234 0.02026 0.00954237 -0.0111432 0.0121658 -0.0084344 -0.0239484 -0.00768704 -0.052767 0.0111407 1.32712e-05 -0.000217497 -0.00705228 3.43497e-05 -0.000127884 -0.0109042 0.00168093 -0.00637578 1.2741e-05 0.0081295
internal_weight=66.6957 65.7884 64.6695 1.1189 0.150608 0.045787 0.0187091 64.3031 63.2178 0.401448 0.289829 0.111619 0.198818 0.161965 0.128675 0.0918533 0.0722268 0.0597954 0.0382073 0.011429 62.8164 58.6026 2.08264 56.52 56.1294 0.723023 0.640019 0.591905 55.4063 3.01909
internal_count=4034 3779 3589 190 180 149 146 3557 3497 256 134 122 122 110 88 83 118 117 101 48 3241 3176 60 3116 3087 296 281 279 2791 83
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 0 0 2 0 1 2 1 2 0 0 0 2 1 1 2 2 1 2 0 1 2 1 2 1
split_gain=0.00293268 0.0101621 0.0276234 0.0210867 0.0128971 0.0327787 0.00757076 0.00666545 0.0144576 0.00492806 0.00497861 0.0044227 0.0173907 0.00599102 0.0252633 0.103749 0.10156 0.00927931 0.00774248 0.0109194 0.00390013 0.0140568 0.0142883 0.0531098 0.147322 0.076674 0.0814153 0.0499091 0.0481468 0.0363216
threshold=35.171584490050009 33.151194885250007 0.38906020780000011 30.317390213800007 34.883496062400006 0.54562737640000014 0.52092751715000019 0.51191581090000016 34.654301448200009 0.53043322055000008 0.4349121284000001 36.242939472700009 0.38780276035000005 37.198331469900005 0.52284362740000012 0.5296248615500001 0.50410167360000013 36.893814626400008 0.42114008565000011 0.46280051495000007 41.319407281650008 41.360869295700006 0.34739977845000009 42.047301293400004 0.5276039639500002 0.42039160505000012 41.942745071500006 0.34656148020000005 42.066503896600004 0.35807311160000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 8 -3 -4 -11 12 -2 14 16 -16 17 -13 -17 -20 -15 -22 27 24 29 -26 -27 -23 -25 -24
right_child=11 4 9 -5 -6 -7 -8 -9 -10 10 -12 13 -14 20 15 18 -18 -19 19 -21 21 22 23 28 25 26 -28 -29 -30 -31
leaf_value=-0.038718146887910705 0.026724235261748219 -0.010512627122574125 0.10025420353256841 -0.093703525437926469 -0.0086659880947590143 -0.0044580358799421798 0.094701061173174367 0.068373398698148041 0.064609518630530133 -0.10016392764087256 0.067851544602646557 0.021240495307427297 -0.0029559409472504645 0.00088022517304071782 0.070750446428832645 -0.10179109615900553 -0.087618442935979923 -0.0096614601409053466 -0.10059182720636345 0.059280248203956713 -0.009095014302043682 -0.00061069429030528345 0.096508270670367879 -0.032294435628928267 -0.10367492648803148 -0.039350379041907371 0.081242196042273132 -0.025902298137923902 0.0025734244834924626 0.038313071690162077
leaf_weight=0.0079227694593563269 0.29966645697459449 0.048543944115600035 0.013831340242177248 0.056966784565956718 1.1375134676314242 0.49248553116654947 0.0091822629037778825 0.074775874614715576 0.054247805383056402 0.0030001829952652761 0.0042790577333762236 0.21539304730899367 0.57857701903044378 33.11606908225243 0.13756628265082327 0.049097556458718827 0.15815754512510694 0.17704471519153486 0.0088804912023148219 0.0082328399934068486 1.8676766837927683 18.204931783612238 0.21127322036772866 0.41685769742980472 0.085485252820944879 0.14628828504686808 0.090691554429668031 0.81517522600188286 7.9223671117664285 0.21782013818034329
leaf_count=47 48 43 2 42 32 69 4 9 5 15 103 39 67 1245 13 20 10 27 34 28 30 743 11 10 29 92 23 17 1135 42
internal_value=9.45752e-06 -0.00386 -0.0357072 -0.0644668 -0.002183 0.00882283 0.0329035 0.0456574 0.0291327 0.0652033 -0.00139705 0.000123206 0.00717127 2.62595e-05 -0.00883258 0.0212483 -0.0199656 0.00729936 -0.0816022 -0.023681 0.000132178 -0.000694159 -0.00013601 0.00312506 0.0285856 -0.0224868 0.00680008 -0.00169466 0.000830464 0.0669667
internal_weight=66.63 1.90275 0.0951824 0.0740718 1.80757 0.670053 0.017105 0.177568 0.102792 0.0211106 0.00727924 64.7273 0.878243 63.849 0.754372 0.203777 0.550595 0.392438 0.0662109 0.0171133 63.0946 29.9786 28.1109 9.09078 0.751558 0.322465 0.23698 19.0201 8.33922 0.429093
internal_count=4034 371 213 93 158 126 51 57 48 120 118 3663 115 3548 171 95 76 66 82 62 3377 2132 2102 1342 197 144 115 760 1145 53
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 0 1 2 2 0 1 1 1 2 1 2 1 0 0 2 2 0 2 0 2 2 0 2 1 2
split_gain=0.00256049 0.0141472 0.0256949 0.0471721 0.0129433 0.0639376 0.089756 0.0345117 0.0341295 0.0145841 0.0114416 0.0674687 0.0592686 0.0453933 0.0731717 0.0630533 0.0158966 0.0455159 0.017256 0.0157407 0.0182429 0.0136791 0.200623 0.055579 0.0306642 0.0843424 0.0454241 0.0345678 0.00800488 0.171791
threshold=39.896141435400004 39.685256516350002 0.37003383130000006 0.41804137600000008 40.206947806850003 0.48351845755000006 0.39091643965000006 40.003678352300007 40.316494640950005 0.4784437592000001 0.34674111555000003 0.34494476210000008 0.36359689830000008 38.625745710700009 0.36006406990000012 37.784765830350004 0.37078231190000005 0.51191581090000016 0.5017514446000001 39.051326806600009 38.121007182500009 0.5223196910500002 39.051326806600009 0.52005927965000021 39.110279783550006 39.458743938000005 0.52284362740000012 39.184300550350009 0.42039160505000012 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 -8 9 -6 11 19 13 14 15 -12 18 -18 -14 20 -1 22 23 -19 26 27 -23 -26 -10 -30
right_child=4 2 3 -5 8 6 7 -9 28 -11 12 -13 16 -15 -16 -17 17 21 -20 -21 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.001256432026292051 -0.0067661516852377188 0.010475033596984708 -0.047149328395135456 -0.0007912532796271873 -0.0047241216458876641 0.039749133547522984 0.017012745097870412 -0.01501039319709249 0.00073786893864945518 -0.025820924100375023 -0.053373601327469239 0.043869476994695678 0.00097052009030511874 -0.10357057642350385 -0.078351454317553651 0.098021404791481567 -0.047731038153943285 -0.014609931416066386 0.02391506387316937 -0.012211565568015779 0.035294958973070785 -0.054380907954033442 -0.095923613651742151 0.05365990621025285 0.095666354333909992 -0.0012822152777539856 -0.0010565622402182076 0.030378588786970945 -0.11171770800731309 -0.00023915232950371337
leaf_weight=1.5427919938912569 2.2126341469805189 0.38338139792904147 0.38106015204175492 0.51771882785640955 0.61171741876751073 0.99349649343639646 0.63901025070626338 0.71099188299129423 41.775327032942414 0.70569352527962792 0.04655957801090771 0.39292976317085093 0.89085740942596092 0.091988728037904366 0.1098027681661673 0.067235600516823979 0.21275395565301991 0.22614674904536869 0.51858400157652795 0.80550887118442904 0.17534876262533305 0.16411752067506302 0.20966342734755017 0.25227403371172841 0.13978647044586956 0.88201343171751567 6.0002215970883066 0.19315962337913106 0.14254234504349472 4.574196625726187
leaf_count=177 27 19 23 24 6 19 16 62 1721 39 44 26 40 19 11 10 29 24 18 21 24 6 18 22 9 42 623 40 25 850
internal_value=9.53453e-06 -0.00118128 -0.0112002 -0.0204459 0.000332536 0.00542536 0.0169361 0.000147445 -0.000152798 -0.016025 -0.00018715 0.0053242 -0.00179375 -0.0444412 -0.0201153 0.0360778 -0.000404732 -0.00207584 0.00941264 -0.000677267 0.00473031 -0.000871817 -0.0143568 0.0213891 0.00038559 0.0149057 -0.00247625 0.0577895 0.00029696 -0.00360809
internal_weight=66.5695 14.2039 1.28216 0.898779 52.3656 4.55613 2.3435 1.35 47.8095 1.31741 12.9217 2.91658 10.0052 0.315587 0.223598 0.113795 9.68958 8.28014 1.40944 2.52365 1.71814 8.06738 0.688084 0.478421 7.3793 1.21496 6.16434 0.332946 46.4921 4.71674
internal_count=4034 1269 66 47 2765 124 97 78 2641 45 1203 248 955 84 65 54 871 813 58 222 201 784 64 46 720 91 629 49 2596 875
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 1 0 1 2 1 2 2 1 1 0 2 1 1 0 2 0 0 1 1 1 2 0 2 1 2
split_gain=0.00264643 0.0113628 0.0117846 0.045856 0.126094 0.0698851 0.0783367 0.0401247 0.0381149 0.0370798 0.0303127 0.0347066 0.078719 0.0332723 0.0911229 0.110488 0.0766836 0.0906372 0.0569916 0.0268826 0.0307886 0.0181145 0.0170101 0.0399003 0.0269802 0.0649992 0.0757524 0.155995 0.0223967 0.0637488
threshold=41.319407281650008 41.360869295700006 0.34739977845000009 42.047301293400004 0.5276039639500002 0.42039160505000012 0.56188437470000008 0.34656148020000005 42.066503896600004 0.35807311160000005 42.094663496250007 42.360359531950003 0.39542229275000007 0.37347684200000003 0.49485045360000007 42.779078631750004 0.37668033890000002 0.38370108680000009 0.53475943835000017 48.86568841230001 0.53158588065000012 0.53866650695000018 0.34641178410000012 0.3459626957000001 0.34569324270000007 41.741384785950011 0.48271009850000007 42.198888176300009 0.34545372890000009 42.47354681640001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 9 -6 -7 22 -5 -4 -10 12 -12 14 -13 -16 -15 -18 19 -19 -21 -20 23 24 28 -26 27 -27 -3 -30
right_child=1 2 3 8 5 6 -8 -9 10 -11 11 13 -14 16 15 -17 17 18 21 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00057993984564299412 -0.0082255508351899605 0.00028838593237236627 0.095258057098103532 -0.028393604486704156 -0.103323779550879 0.03819877162209398 -0.10101013860442645 -0.023233703691602783 0.022821464917858095 0.034903295390256522 -0.10796037340655558 -0.0048794382771891655 0.0056608310557223667 -0.081324401123134771 0.075763233127504215 -0.00086755518781535213 0.07837189344878813 -0.089014502594321324 -0.018139862438537137 -0.10232640522086026 0.092069248005506477 0.0012970746398275933 0.014975140540482216 -0.013105733953755531 -0.0069336916627894072 0.10301482532391631 0.011460375819374487 -0.051482731983585411 -0.033467089522252982 0.0061314510053590756
leaf_weight=36.499407400168423 1.874969527902272 10.46465336546879 0.1934045513626178 0.42722344446110483 0.077655087152379565 0.17710344336228445 0.05237840893864032 0.82024006759456725 0.65807222062721837 0.21489545934744569 0.095107338581328693 1.1294938977635816 0.16991256518349473 0.1203282079998188 0.40291493060067285 0.35298714207328885 0.1414358215863557 0.1095309230968996 0.54203563809232935 0.013728569377093436 0.020040657840581844 4.1545646963121818 0.67324172705411811 2.4333628747835965 1.3639672510325902 0.2595322262495755 1.2878310941159723 0.087348927297767887 0.76055995737919946 0.87343696881180222
leaf_count=1902 30 504 11 10 29 22 93 17 10 42 14 101 45 12 9 35 29 229 19 50 4 578 4 63 11 5 9 83 20 44
internal_value=8.26611e-06 -0.000688375 -0.000185045 0.00278486 0.0270809 -0.0213235 0.00642484 -0.0015983 0.000700002 0.0634923 0.00227133 0.000406562 -0.0351143 0.00175387 0.0131053 0.0399786 -0.0024412 -0.000535717 -0.00284162 -0.0649651 0.0130395 -0.000946146 -0.000623445 -0.00122249 0.000692836 0.00918418 0.0226326 0.0641104 -0.00141176 -0.0123001
internal_weight=66.4514 29.952 28.077 9.05281 0.715437 0.307137 0.229482 19.0242 8.33738 0.4083 7.91015 7.25208 0.26502 6.98706 1.8854 0.755902 5.10166 4.98134 4.8399 0.1433 0.0337692 4.6966 18.2039 17.5307 15.0973 2.99868 1.63471 0.346881 12.0987 1.634
internal_count=4034 2132 2102 1342 197 144 115 760 1145 53 1135 1125 59 1066 145 44 921 909 880 283 54 597 743 739 676 108 97 88 568 64
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 0 1 2 0 0 2 1 2 0 0 0 2 1 2 2 1 0 0 2 1 1 1 0 2
split_gain=0.00252028 0.00527746 0.0302188 0.0257369 0.0141732 0.0208537 0.0136293 0.00906739 0.0106241 0.00405171 0.00531298 0.00379627 0.0147471 0.00555206 0.0218579 0.090423 0.0877688 0.00749284 0.00727784 0.0100503 0.00321505 0.00770685 0.0541131 0.00649833 0.00461029 0.00343348 0.075495 0.163126 0.130307 0.102428
threshold=35.171584490050009 34.883496062400006 0.36575252235000005 0.49485045360000007 0.38906020780000011 34.654301448200009 0.54386096225000014 0.34398670700000006 32.051492741500006 0.5681267027500001 0.56859076075000015 36.242939472700009 0.38780276035000005 37.198331469900005 0.52284362740000012 0.5296248615500001 0.50410167360000013 36.893814626400008 0.42114008565000011 36.728658719300007 37.828051409500013 0.40667944075000007 0.51675099550000014 0.54429508100000012 37.903039192800001 0.37668033890000002 0.36006406990000012 0.37286308795000006 0.50339810185000011 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -6 8 -1 -8 -11 12 -2 14 16 -16 17 -13 -17 -20 21 22 -15 -23 -22 26 -26 28 29 -28
right_child=11 -3 4 -5 5 -7 9 -9 -10 10 -12 13 -14 20 15 18 -18 -19 19 -21 24 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10020943984211853 0.024996891991086307 -0.0078678835690766079 -0.0089644799392147503 0.10090310139820491 0.084046827891313375 -0.10155058564830546 -0.10017751385036487 -0.10034568755674061 0.066455728133060304 0.10011122608509573 -0.10005111391466584 0.018403541099670882 -0.0025640181586707388 0.053902821642294818 0.066985022365935815 -0.10161795341554075 -0.084957568083258994 -0.0093610040088643858 -0.1005582331829644 0.058001120288754121 -0.0090820818013118681 0.0073680126852905606 -0.009171800919038603 -0.0081940384505381544 0.0003393545384915776 0.00118175253137862 -0.11322637896355126 -0.092178715333210426 0.020409236877626621 -0.0027993408729004021
leaf_weight=0.0052393837378258415 0.29199986922320031 1.1423281769019729 0.6033957996087338 0.053690699394792318 0.047886476582789328 0.0091182130279596763 0.0054856087062944425 0.0089219424072964904 0.014165762250485159 0.0033559941221028566 0.0021923963086744047 0.21301268345922997 0.57930557136193817 0.21317947980923868 0.13120628155252229 0.044476298807694548 0.14665228150903431 0.17877780281142464 0.0081693254778803515 0.0078282436155152624 0.55273171682855249 0.52564625725062775 0.3757782202652038 0.54814271185409957 39.776982933083637 19.584704851642968 0.16239396248420035 0.27765761051318805 0.65769640616508696 0.17399640749538836
leaf_count=59 48 32 23 11 8 8 24 35 18 1 152 39 67 34 13 20 10 27 33 29 15 3 20 52 1236 1800 16 51 36 114
internal_value=1.07606e-05 -0.00358288 0.00291371 0.0602143 -0.00408572 0.0391811 0.06096 -0.0169067 0.0214562 -0.0392345 0.0210189 0.000116466 0.00667245 2.66212e-05 -0.00864341 0.0203559 -0.0189669 0.00573431 -0.0808124 -0.0229689 0.000127342 0.00446603 0.0136587 -0.00057603 9.43716e-06 9.23151e-05 -0.000427465 -0.0244117 -0.0054837 -0.0561085
internal_weight=66.3461 1.89578 0.753452 0.0820178 0.671434 0.0680387 0.0589205 0.0283271 0.0194051 0.011034 0.00554839 64.4503 0.871305 63.579 0.730123 0.19168 0.538443 0.39179 0.0604739 0.0159976 62.8489 1.66275 0.588958 1.07379 61.1862 60.6334 41.0487 1.27174 0.994087 0.33639
internal_count=4034 371 339 123 216 193 185 112 77 177 153 3663 115 3548 171 95 76 66 82 62 3377 109 54 55 3268 3253 1453 217 166 130
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=2 1 2 1 2 2 2 2 1 2 0 0 0 2 2 0 0 1 1 0 2 2 2 0 1 0 2 2 0 2
split_gain=0.0025104 0.00851111 0.0218827 0.0121334 0.0110021 0.0164516 0.0125235 0.00657747 0.00705527 0.0146387 0.0714669 0.0373213 0.0326987 0.0308702 0.0116712 0.0284296 0.00773321 0.0200275 0.00531469 0.0102517 0.00478555 0.00419791 0.0554485 0.0258328 0.0499303 0.102673 0.0515112 0.0435749 0.0210076 0.0174951
threshold=49.283271594150008 0.31100865245000009 48.86568841230001 0.31060447290000009 45.048573272350005 44.952171034750002 36.957836847500012 47.709122305950011 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46989611090000011 0.46898296455000005 39.458743938000005 39.952536079750011 0.43780126340000008 0.46739618575000003 0.33750486510000005 0.32058920395000007 0.42569084760000003 41.827117825850003 41.919251152600005 42.006870117350005 0.47943175355000006 0.34542378970000004 0.47676716265000008 42.434124620650003 42.456897412850005 0.47769527860000011 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 -1 8 9 11 12 16 13 -11 -15 -16 17 18 19 -3 -17 29 -23 24 25 -24 -26 -28 -29 -10
right_child=-2 2 -4 -5 -6 -7 -8 -9 21 10 -12 -13 -14 14 15 20 -18 -19 -20 -21 -22 22 23 -25 26 -27 27 28 -30 -31
leaf_value=0.10007035495511099 -0.0052102353352951429 -0.10024953808361939 -0.024575462360696423 0.012842342606522389 -0.035676093288720422 0.075506975665482812 -0.10050855123093971 0.0077964425958784601 0.00011893388635398747 -0.10111058298711935 -0.10256256434604541 0.10118787687702802 0.10008547299159097 0.060003542684880042 -0.079234360503793511 0.0079890335921664005 -0.1019223762348863 0.071105361717130264 -0.078794954439974738 0.10018084404997565 0.067249945290990307 -0.027256419345109487 0.018659977613719299 0.00068020655906212736 -0.10275418211674575 -0.10237015123849816 0.10221909689702846 -0.041527750140359011 0.049229734036637531 0.0103048761591802
leaf_weight=0.0041138790547525774 0.90946822767355584 0.0047997603398880484 0.36233784103973121 0.96246120640716981 0.10352029965724796 0.025503688026219606 0.012792325521618686 1.0828754838406656 44.313419740563404 0.030302752363297714 0.083990621929387999 0.035565687045163941 0.0322523263093899 0.03541075624525547 0.034292952354007866 0.027864476066497446 0.011085656471550465 0.019532324640749721 0.025824385806064498 0.0054490729235112667 0.026669142257901512 0.78693860096701129 0.12422911389603442 15.089075338633169 0.03104026301639351 0.16084237173345173 0.064223282039165497 0.059350860926505433 0.044722090104187373 1.7529164231491439
leaf_count=2 255 47 32 10 31 3 144 60 1948 22 12 4 12 5 40 16 1 16 53 1 27 58 54 926 14 49 1 138 24 29
internal_value=7.43566e-06 8.00456e-05 -6.9849e-05 0.00876829 -0.0181015 0.0247972 -0.0517006 6.9145e-05 -6.40991e-05 -0.0137756 -0.0259489 0.0184602 0.00850013 -0.0106136 0.0114595 -0.00789259 -0.0256576 -0.0104533 -0.0546143 0.00631476 0.03697 1.7836e-05 -0.00135819 -4.95316e-05 -0.0227805 -0.0496274 0.0156132 0.0374447 -0.00252756 0.000506529
internal_weight=66.2629 65.3534 64.245 1.10839 0.14593 0.0424099 0.0169062 63.8827 62.7998 0.37304 0.270783 0.102257 0.186792 0.15454 0.124237 0.0888266 0.0666912 0.0556055 0.0360732 0.0102488 0.0545336 62.4268 16.3604 15.5735 0.484408 0.285071 0.199336 0.168296 0.104073 46.0663
internal_count=4034 3779 3589 190 180 149 146 3557 3497 256 134 122 122 110 88 83 118 117 101 48 43 3241 1264 1206 280 103 177 163 162 1977
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 2 1 0 1 2 2 1 2 2 2 0 2 1 0 0 1 0 2 2 1 1 0 0 1
split_gain=0.00348677 0.0123939 0.0593717 0.0648686 0.0335488 0.0705118 0.0256596 0.00949176 0.0194845 0.0265181 0.0116932 0.00941969 0.00590977 0.00572675 0.00338082 0.00984414 0.0271771 0.105658 0.0430355 0.0428229 0.0281507 0.0203514 0.0178954 0.0370143 0.0686301 0.052146 0.234405 0.0807177 0.148284 0.0945821
threshold=0.39672464895000009 47.709122305950011 48.96897326980001 0.46898296455000005 49.122847560300009 49.283271594150008 48.226196960950006 0.34219035360000005 0.44284602260000011 0.31761025120000003 37.52517992975001 48.86568841230001 0.31060447290000009 41.32819714970001 41.319407281650008 41.360869295700006 0.47700667645000011 42.488347682450005 0.34398670700000006 0.4764977096500001 0.47754558250000007 0.34488488370000009 0.48028502140000007 41.872294782850005 41.481306584950012 0.34587287805000005 0.34614233110000009 0.48306936920000004 0.49336846205000007 0.36491422415000008
decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 -4 -6 -5 8 9 12 -10 -1 -2 -11 -9 -16 17 -17 -19 -20 -18 -22 -23 24 -24 -26 -27 -28 -29 -30
right_child=1 2 4 6 5 -7 -8 14 10 13 -12 -13 -14 -15 15 16 20 18 19 -21 21 22 23 -25 25 26 27 28 29 -31
leaf_value=0.002481770700515213 0.003171119994991626 0.10176558318839433 -0.06327313970930773 0.043112699993107899 0.099737865036701123 -0.003957757174200778 -0.03473927195717369 0.00062659272727557389 -0.023549999305379172 0.054744478867508134 -0.10048661752360617 -0.010982783529188623 -0.10038868167315813 0.0021223019810539092 -0.0078468855465265303 -0.10541625704939871 0.016105543029254158 0.1008459443298329 -0.078096367325177871 0.045909814427332628 -0.012517861794777369 0.0080924883341072541 0.006709981146893338 0.00089992018257802205 0.0025435104285988605 -0.11786637997690819 0.013056206607976965 -0.11940673609214875 0.10108220736882159 -0.036054458134137615
leaf_weight=1.075476563350491 0.0072174635854186367 0.1306531522423019 0.081376231348258221 0.094400743227879502 0.070701274557109173 0.90448108407671413 0.076761350574884091 36.251819766163337 0.041325416932522785 0.049524773456028015 0.037846034514700477 1.0052175934251861 0.023299105608096227 0.035509192064637318 1.8743013906512569 0.113525630287313 1.0420041797697219 0.047291841357946396 0.053022956014355138 0.058651691467503042 1.3701970014299174 2.4530342494344977 1.2462948272154251 16.302044763481611 0.51873813942074765 0.2683586925268171 0.5463382750749588 0.16364787492784671 0.070708304643630981 0.17418182423310213
leaf_count=187 33 4 10 26 6 254 35 1705 18 36 60 19 65 24 29 45 56 2 132 25 28 123 34 961 12 4 2 3 3 93
internal_value=5.58699e-06 0.000136346 0.00958659 0.0487027 -0.00158728 0.00356023 0.0081983 -6.82305e-05 -0.0221123 0.00407173 -0.0603277 -0.00402318 -0.0758958 0.0327701 3.89361e-07 -0.00086269 -0.000326811 -0.0317311 0.0208911 -0.0129681 2.74524e-05 -0.00069738 4.75097e-05 -0.000975522 -0.0112067 -0.0240252 -0.0352922 -0.0120856 -0.0457077 0.00354167
internal_weight=66.188 64.1073 1.35837 0.301815 1.05656 0.975182 0.171162 62.7489 0.194722 0.115551 0.0791715 2.08069 0.0305166 0.085034 62.5542 26.3023 24.428 0.272492 0.158966 0.111675 24.1555 23.1135 21.7433 19.2903 2.98827 1.74197 1.22323 0.954876 0.408538 0.24489
internal_count=4034 3828 335 65 270 260 61 3493 236 158 78 206 98 60 3257 1552 1523 204 159 157 1319 1263 1235 1112 151 117 105 101 99 96
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 2 2 1 2 0 0 0 2 2 2 0 2 1 1 1 0 0 0 0 2 0 1 1 0
split_gain=0.00281716 0.0103699 0.0513385 0.0616014 0.0282465 0.0507848 0.0211391 0.00990656 0.00712327 0.0138585 0.0611465 0.0334227 0.0312551 0.0262035 0.0153556 0.0100099 0.0265981 0.00643102 0.0042902 0.00834508 0.0194706 0.0192113 0.00895774 0.0386707 0.0257112 0.0203426 0.056709 0.0355721 0.0198789 0.019302
threshold=0.39672464895000009 47.709122305950011 48.96897326980001 0.46898296455000005 49.122847560300009 49.420225120050006 48.226196960950006 48.96897326980001 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46989611090000011 0.46898296455000005 39.458743938000005 35.171584490050009 39.952536079750011 0.43780126340000008 41.770271989050009 0.34467530910000005 0.34485494450000004 0.34488488370000009 0.47943175355000006 0.4778150355000001 0.47769527860000011 0.47736594710000008 41.646178195200001 0.47700667645000011 0.34524415440000006 0.34584293880000011 0.46495613905000005
decision_type=2 2 2 2 2 2 2 2 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 8 3 -3 -4 -6 -5 -1 9 11 12 14 13 -11 -2 -15 -17 -18 -10 21 -21 -20 23 24 25 26 -22 -27 -29 -30
right_child=1 2 4 6 5 -7 -8 -9 18 10 -12 -13 -14 15 -16 16 17 -19 19 20 22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.0096443963106202062 0.049913261530874949 0.10159636102683259 -0.059078716336526643 0.039530792175872742 0.085969286638704318 -0.0030743318410653476 -0.031622239488003766 0.0042736074793124608 0.0030997440362265124 -0.1010098405203292 -0.10233231932245934 0.10107272359385265 0.099879579260785167 0.054071122811117367 -0.052812092122787084 -0.077884124119287315 -0.0033698620208010331 0.068759901839549775 -0.018445680080599294 0.022357078635869106 -0.0069295332276512831 0.0012784652621766505 -0.00047145456954019019 0.015413225713522974 -0.029750627302579647 -0.0018006598423287523 0.048431258527126084 -0.083894148579243683 -0.10022302294542691 0.056316587097644505
leaf_weight=1.1807427800578403 0.020739009452308887 0.11840675305575388 0.078590043638541607 0.092750485878241307 0.068951055580182441 0.90136669177366002 0.075940872517662683 0.90215682195412217 4.204445760159536 0.027664055227148765 0.075180652828521488 0.032201385969528928 0.029237362259664224 0.03279774496331811 0.048774088072395472 0.034940680114345923 0.022698395552652073 0.027141324644333054 0.8111574648266705 0.38761690536102733 0.57525854126179765 1.2622083220630882 51.940930932482971 1.7487877433886752 0.34714421839453291 0.61750725501406123 0.27276834403164685 0.093081120588379918 0.011818071432789345 0.023619696042374017
leaf_count=188 39 4 10 26 20 240 35 18 65 22 12 4 12 5 45 70 14 29 36 29 117 24 2708 15 22 41 9 67 90 18
internal_value=3.06604e-06 0.000120885 0.00883855 0.0463074 -0.00141712 0.00325313 0.00749937 -0.00361615 -6.50255e-05 -0.0142632 -0.0269394 0.0168508 0.00554623 -0.0134431 -0.0221643 0.00715976 -0.0109882 0.03591 1.50576e-05 -0.000208199 2.23853e-05 -0.00643816 -0.000133235 0.00462761 -0.00508895 0.000281733 0.0108773 -0.0117625 -0.0596272 0.0041125
internal_weight=66.0666 63.9837 1.33601 0.287098 1.04891 0.970318 0.168691 2.0829 62.6477 0.351375 0.24966 0.101714 0.17448 0.145242 0.0695131 0.117578 0.0847804 0.0498397 62.2963 58.0919 56.0185 2.07337 55.6309 3.68998 1.9412 1.59405 0.848027 0.746026 0.128519 0.0354378
internal_count=4034 3828 335 65 270 260 61 206 3493 252 164 88 152 140 84 118 113 43 3241 3176 3116 60 3087 379 364 342 126 216 175 108
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 1 2 0 0 0 0 0 2 0 0 1 2 1 1 0 2 2 2 2 2 1 2 0
split_gain=0.00280783 0.0216892 0.0616025 0.122951 0.0227972 0.0879452 0.018269 0.0180254 0.0172004 0.0160454 0.0156237 0.0237923 0.0136933 0.0304679 0.081876 0.101754 0.0490848 0.0202596 0.0383061 0.0196376 0.00993919 0.0141956 0.00937809 0.00707523 0.0539625 0.046445 0.0317206 0.0694169 0.0241477 0.0184655
threshold=0.34515433670000012 0.34494476210000008 0.48271009850000007 0.4778150355000001 0.48271009850000007 0.4815274992000001 0.34485494450000004 0.3447052483500001 41.385032804600009 0.47883296910000012 0.4784437592000001 0.47736594710000008 0.4778150355000001 0.47754558250000007 41.243661560350013 0.47709649410000005 0.47700667645000011 0.34521421515000011 41.147265497500008 0.34551360740000009 0.34527409360000011 0.47817430615000006 41.50623664750001 39.792680591700012 40.003678352300007 39.685256516350002 39.952536079750011 0.37003383130000006 40.280372415600006 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 6 7 10 -3 -8 11 -1 13 14 17 16 -16 -2 19 -19 22 -22 -14 25 26 -23 27 -25 -26 -30
right_child=12 2 -4 -5 -6 -7 9 -9 -10 -11 -12 -13 20 -15 15 -17 -18 18 -20 -21 21 23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.001497825959166023 0.102560412242578 -0.018268680877114352 0.014332595436490439 -0.069333819365046345 -0.0094684188766156491 0.032296065715832212 -0.00075369199979088627 -0.019363387747023512 0.0047955600033535474 0.02055255878559574 -0.011756023070224763 0.01698818566472738 0.012003491094408512 0.025075001343519993 -0.0012793880224566279 -0.063165500612838862 0.084032564982747859 0.027066133507617142 0.10142721525924603 -0.10183406649500293 -0.014706089444993478 -0.001274289637918923 0.0010327773339240465 0.029359467670825475 -0.010358893165841924 -0.041439388116386942 0.031917930294827597 -0.015793552928757764 0.0060439820806084312 -0.00074218839213360311
leaf_weight=5.117659697578504 0.073608905076978259 0.58626310998912001 0.73629280179738987 0.39305657449222042 1.9137734700925655 0.89814735762775022 0.70470407397533541 0.58156224382809441 0.72097831648716237 0.7091357409954071 1.1422828345857849 0.80585654199239787 1.2901982213370495 0.70793931349180628 0.57082922265971447 0.28209641712601297 0.076477036898722872 0.027090676576200234 0.042165870127632843 0.020966046257496873 0.67740551901806512 10.073693713865811 1.967320629970345 0.67796501168050516 2.2868587640637008 0.29637009424323046 0.78539197146892537 0.683980755548248 4.7268601149771738 26.427846333238108
leaf_count=511 1 62 9 21 25 11 35 37 17 6 15 11 16 21 172 26 13 8 3 48 23 922 29 8 104 26 10 39 117 1688
internal_value=3.63876e-06 -0.00123603 -0.00983008 -0.0202934 0.000527629 0.00244845 -0.000510045 -0.00244072 -0.00554814 0.00993283 -0.00104787 0.00101708 0.000346793 0.00891273 -0.00155338 -0.0130433 0.00879993 0.0636282 0.0318651 -0.0291701 3.75614e-05 -0.000335459 0.00537792 -0.000123645 0.000546114 -0.00242218 0.0159129 0.00668324 -0.000440611 0.000287424
internal_weight=66.0048 14.3097 2.43659 1.7003 11.8731 9.95935 9.0612 7.64736 1.30724 1.41384 7.0658 5.92352 51.6951 1.80117 1.09323 0.929403 0.647306 0.163831 0.0902226 0.0480567 49.8939 46.6364 3.25752 45.959 35.5889 10.3701 2.14734 1.36195 33.4416 31.1547
internal_count=4034 760 109 100 651 626 615 574 79 41 537 522 3274 292 271 211 185 60 59 56 2982 2937 45 2914 1966 948 57 47 1909 1805
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 1 0 0 0 1 0 2 1 0 2 1 0 1 2 2 2 1 0 0 0 1 1 0 1
split_gain=0.00240494 0.0153051 0.0193568 0.0175115 0.0401557 0.00895131 0.0447528 0.147557 0.0212916 0.0310157 0.0195872 0.0163229 0.00869455 0.0103648 0.0121025 0.00831035 0.00782964 0.0269752 0.0846092 0.0245886 0.0645803 0.0221501 0.0221116 0.0215591 0.0390998 0.0218581 0.0791049 0.0550194 0.0181202 0.0267298
threshold=0.47865333370000007 0.34542378970000004 0.4778150355000001 42.434124620650003 42.456897412850005 0.47769527860000011 0.34518427590000006 0.47736594710000008 0.47721625100000004 0.47676716265000008 0.34524415440000006 0.47464147780000004 44.262924377150007 0.34584293880000011 0.47709649410000005 44.421469061800003 0.34536391125000004 0.47976108500000009 0.3447052483500001 40.563919884450009 41.178189531300006 42.388109226950007 0.34542378970000004 0.48068920095000006 0.48119816770000007 0.47916230050000003 0.34554354660000003 0.34575312120000007 0.48244064550000004 0.34560342505000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 8 10 9 11 -8 -1 13 -6 -15 -14 17 18 -2 -19 -21 -22 -18 25 -25 -24 -27 -28 -26 -30
right_child=16 3 -4 4 12 -7 7 -9 -10 -11 -12 -13 15 14 -16 -17 22 19 -20 20 21 -23 23 24 28 26 27 -29 29 -31
leaf_value=-0.00075440033598287023 -0.0084712553107971732 0.0049372654816198236 -0.0099112605023614093 0.10216342850730718 -0.10052438988018969 0.006145696309723561 0.057915260231669576 -0.13168275672315055 0.013892082769340753 -0.02218770344902489 -0.010578774371346361 0.030111481651871802 0.10019985809733889 0.081587954009134198 -0.048909966005343114 -0.00032291964500890882 -0.018378210277487879 0.010054373207492267 0.02981216113045956 -0.018952948701471475 0.014556073597701773 -0.0020173471872847212 -8.14414474822615e-05 0.021340371517764949 -0.0088384591162574411 0.0062317597828544773 -0.087820957025916038 -0.020138357122135596 0.015317297956474652 0.00010481077932570848
leaf_weight=5.0461245560761938 1.0657693117973379 1.1544659882416404 2.6336080347318775 0.062680274248123058 0.015238755179566965 1.7999005215242503 0.068796647479757334 0.10945307463407516 0.93484887177328335 0.6953700882349948 0.10620305096315819 0.1773541763416232 0.012039367109537125 0.011458841297026012 0.018711258635448758 0.025952185942969663 0.66305565013317291 1.7533620828762648 1.259552141651511 1.7989411612506954 1.3291517659090462 2.0503719688858837 1.1185492934164352 0.88377809518715267 2.1574522136074412 0.53650641733838689 0.21135194788803346 0.27819612316579878 1.192535577691159 36.732814061215194
leaf_count=575 9 91 44 1 32 12 21 1 22 20 37 35 2 31 19 72 13 27 33 15 39 30 14 23 29 7 14 33 27 2706
internal_value=5.54669e-06 -0.00122059 -0.00237658 0.00906493 0.0416856 -0.000156481 -0.00174559 -0.040612 -0.000132493 -0.0023476 0.0163479 0.000293597 -0.00376698 -0.0333003 0.000654171 0.0315323 0.000303164 0.00294542 0.0122656 -0.000181101 -0.0036467 0.00450091 -0.000255607 2.31206e-05 0.000534778 -0.00975064 -0.0202915 -0.0493589 7.60392e-05 0.000583157
internal_weight=65.9036 12.8722 11.5717 1.30055 0.146081 8.93805 7.13815 0.284453 6.8537 5.91885 0.175 5.22348 0.0834004 0.0454089 0.0301701 0.0379916 53.0314 9.25715 2.32532 6.93183 5.17846 3.37952 43.7742 43.1112 40.9666 2.1446 1.02605 0.489548 40.0828 37.9253
internal_count=4034 1015 767 248 157 723 711 59 652 630 58 610 156 82 50 74 3019 153 42 111 84 69 2866 2853 2785 68 54 47 2762 2733
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 0 0 2 1 1 1 0 2 2 2 1 0 2 1 0 2 2 1 1 0 2 2 0 2 1
split_gain=0.00260729 0.0443239 0.0461739 0.0156869 0.0603901 0.0396767 0.0978369 0.0655497 0.054194 0.0329296 0.143886 0.0895859 0.0349377 0.0327997 0.0315655 0.183539 0.0824941 0.0308736 0.0303838 0.0257502 0.024089 0.0297394 0.0719317 0.0254068 0.062687 0.0717092 0.0911976 0.047156 0.028544 0.0227852
threshold=41.919251152600005 42.006870117350005 0.4871261339500001 0.34641178410000012 0.3459626957000001 0.48597347385000006 0.48537468940000006 42.047301293400004 0.34739977845000009 0.34569324270000007 0.34575312120000007 0.48306936920000004 42.434124620650003 42.67709657435001 42.753078181500008 0.34542378970000004 0.47676716265000008 42.066503896600004 0.34527409360000011 0.48119816770000007 42.094663496250007 42.360359531950003 0.39542229275000007 0.38370108680000009 0.49485045360000007 42.824128352900011 43.120094701700005 0.53475943835000017 48.86568841230001 0.34503457980000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 8 -7 -5 12 -11 13 -3 -12 15 16 -14 -9 29 -20 -19 22 -22 24 -23 -26 -27 28 -25 -16
right_child=1 3 -4 5 -6 7 -8 17 -10 10 11 -13 14 -15 18 -17 -18 20 19 -21 21 23 -24 27 25 26 -28 -29 -30 -31
leaf_value=0.00041729833790109423 -0.0080770110056401622 -0.020607771262393281 -0.060474662029661556 -0.10670245061116507 -0.035156110672440892 0.078353030956960557 0.10448449968999717 -0.025065596642496024 0.033832128110281121 -0.063803205448750427 -0.1046933345708414 0.1018010225167543 0.017031373028328033 0.039561539387952434 -0.00069794063184354252 0.075379540856346239 -0.10295852856608662 0.020768058330846113 -0.0036165916832369034 -0.028802256040703189 -0.10723521098157972 -0.00061383708651017955 0.0049321780735646185 -0.086780180011066563 0.055871877337741009 -0.050286840249802095 0.039009840652614973 -0.0011053322673239283 0.021405890042220609 0.017951581027178583
leaf_weight=46.107021291817034 0.54820491782972069 0.91959299890999258 0.24260670906164705 0.046634677157269766 0.54724379293929892 0.11056993763486289 0.12421960383653641 0.43643253325808373 0.066667609682151685 0.11822683219685437 0.032558364382566651 0.19993678852915764 0.11332045148816394 0.030553079481222767 4.3846394127178208 0.298050248879008 0.11589741671923548 0.64628231711685558 1.0592227096590958 0.658214637544006 0.086188161045355538 2.2057255766630983 0.16982498073548413 0.10276865077641595 0.50753339380025853 0.1965855041926261 0.27347136836942809 4.6913762671746788 0.03197587977465588 0.77018890532417561
leaf_count=2213 31 61 39 8 32 10 1 10 96 9 8 4 26 68 230 12 16 10 65 19 12 24 45 227 14 12 56 597 54 25
internal_value=5.60269e-06 -0.000956259 -0.0241517 1.20315e-05 -0.00293456 0.0028223 0.0431897 0.00180862 -0.0240112 -0.000907871 0.0278293 0.0690134 -0.00222493 -0.0348577 5.96408e-05 0.0236393 -0.0436381 0.000903252 -0.00174949 -0.0132691 0.00217502 0.000721214 -0.0328296 0.00179363 0.00872841 0.0298072 0.0016645 -0.00278056 -0.0611068 0.00208851
internal_weight=65.8417 19.7347 0.790812 18.9439 9.24765 9.69626 0.237522 9.45873 0.113302 8.7004 0.381275 0.263048 8.31913 0.0631114 7.39953 0.527268 0.229218 9.34816 6.87227 1.71744 8.91173 8.26545 0.256013 8.00944 3.18332 0.97759 0.470057 4.82612 0.134745 5.15483
internal_count=4034 1821 70 1751 575 1176 105 1071 104 543 89 80 454 76 393 54 42 1061 339 84 1051 1041 57 984 106 82 68 878 281 255
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 1 1 2 2 0 0 0 2 2 1 2 1 2 2 1 2 2 2 2 2 0 2 2 0 0
split_gain=0.0023769 0.0202339 0.0215119 0.0188144 0.020149 0.191672 0.117616 0.0322844 0.0945186 0.0928975 0.0233664 0.0748504 0.0177202 0.0328314 0.0385621 0.0169319 0.0958125 0.0211788 0.0483675 0.0307976 0.0139908 0.0313611 0.0122651 0.0118637 0.00918876 0.0657591 0.0630648 0.0582434 0.0117086 0.00760253
threshold=0.5398790455000001 0.41911918805000009 38.625745710700009 0.54136103710000005 40.844669808050007 0.42114008565000011 0.42039160505000012 40.316494640950005 39.952536079750011 0.56859076075000015 0.55257327625000008 0.55677973715000018 40.003678352300007 40.206947806850003 0.44805544745000009 41.092444989200011 0.43639411995000005 42.536568606950006 42.006870117350005 0.46476153410000004 40.340071172300007 40.523311941050004 42.47354681640001 42.310579034350006 38.903925214650009 0.56719858685000013 38.625745710700009 37.627645350900004 0.56188437470000008 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 -2 -3 6 -6 -5 8 24 -9 -7 -12 -10 14 -14 -13 -17 18 19 -18 -4 -22 23 -20 26 28 27 -8 -26 -1
right_child=1 3 20 4 5 10 7 9 12 -11 11 15 13 -15 -16 16 17 -19 22 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0002899018246571695 0.00068683607642130941 0.018164142138462937 -0.027230488854034854 -0.10440449923594051 0.098668092619865699 -0.022093338479518367 0.0015299673816730793 -0.059132675282023206 0.10262493154426577 0.006575811794742945 0.085930536397080662 0.0094871131383887815 0.068416858680569057 0.081583348923045487 -0.10169157092152965 -0.10177639214808357 -0.073422054365026745 -0.0052877017601377268 0.067318939049905713 0.084884241981426189 0.0095024376589665071 -0.022539057236559579 0.084648654351004812 0.0074457062308251158 -0.037322119010333638 0.0050915437787741758 0.078113979398370129 -0.10214049262562067 -0.08616952645884611 0.0027274439245871837
leaf_weight=44.121415403416563 1.6617370963572287 0.62587162869021984 0.62007605403778132 0.11628096605340976 0.20680547978190622 0.43372851604272034 1.0706825308601773 0.34233346665860143 0.082812063395976909 0.57917908394625783 0.1043779405234776 1.1405101132725124 0.026347517617978156 0.089133801235959709 0.026964697550283745 0.098853046065414563 0.062796288704589531 1.5534626934866294 0.057245410539906061 0.015279228687436586 0.53320366144180276 0.71520044217641043 0.068360381810634863 0.078443886810219965 0.10092564525257319 0.63846339479671599 0.10275900698058738 0.057081382758934596 0.095507030648377622 10.299734936665045
leaf_count=1930 38 13 19 16 14 34 310 22 2 48 14 43 4 15 43 24 20 420 33 86 2 99 9 20 27 69 12 93 16 539
internal_value=7.0793e-06 -0.00131239 -0.00759071 0.00153856 8.29062e-05 0.00503881 -0.00560465 -0.00202811 0.00433054 -0.0178343 -0.000320378 0.00264992 0.0658398 0.0444545 -0.017622 -0.000177007 -0.00587479 -0.000710143 0.0244952 -0.0424418 -0.0149524 -0.00885387 0.0501073 0.0327054 -0.00237777 -0.0104753 0.00311632 -0.00371728 -0.0610721 0.00028116
internal_weight=65.7256 11.3044 3.53022 7.77421 7.14833 3.81986 3.32847 3.21219 2.29068 0.921513 3.61306 3.17933 0.225258 0.142446 0.0533122 3.07495 1.93444 1.83559 0.282125 0.0780755 1.86848 1.2484 0.20405 0.135689 2.06542 0.834896 1.23052 1.12776 0.196433 54.4212
internal_count=4034 1565 158 1407 1394 717 677 661 591 70 703 669 64 62 47 655 612 588 168 106 120 101 62 53 527 112 415 403 43 2469
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 2 2 2 1 0 2 2 0 2 1 2 2 2 2 0 0 1 1 2 0 2 0 1 0
split_gain=0.00211703 0.0180072 0.0468799 0.11077 0.0166234 0.0766997 0.0166191 0.015488 0.175835 0.0419877 0.0591089 0.0253996 0.0324 0.0404421 0.0238551 0.0113797 0.0202654 0.016188 0.0554123 0.00892142 0.066303 0.0688484 0.0352437 0.0231799 0.0419819 0.0134827 0.0248834 0.00780413 0.0122229 0.0202845
threshold=0.34515433670000012 0.34494476210000008 0.48271009850000007 0.4778150355000001 0.48271009850000007 0.4815274992000001 41.385032804600009 40.94178426300001 41.218101594450012 0.34485494450000004 0.47754558250000007 40.467253020850002 40.159267750750011 0.47817430615000006 38.179089776100007 0.34527409360000011 41.32819714970001 41.741384785950011 42.198888176300009 48.457543166250012 0.47736594710000008 0.47464147780000004 0.34398670700000006 0.34219035360000005 48.226196960950006 0.37331217625000007 41.898943182100005 0.4778150355000001 0.34560342505000002 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 7 -3 11 -9 10 19 12 13 14 -1 16 -2 -18 -19 20 21 22 23 24 25 -10 -27 -17 29 -29
right_child=15 2 -4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 27 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0016440538074055479 0.015358788787381656 -0.016790829622505509 0.012338039455538789 -0.065701514146670692 -0.0079580096479065932 0.030330950946706427 0.0058461867928777216 0.098816512446792446 0.033888673804259258 0.021302400288182102 -0.031813327442161157 -0.023812881805148591 0.02802182271423885 -0.019730724091958432 0.026356835040525474 0.0072604851046418374 -0.012013926165678977 0.027288030973699341 -0.011754968075677677 -0.00088010821234002935 0.1013007254226278 -0.10189966628279379 -0.10273597573479253 0.10074654902713476 0.10068280087447866 0.023072343397269462 -0.10032509117693396 -0.011258928986754471 0.00031052559976736324 0.00040465211468411298
leaf_weight=1.5081557428571266 1.3597431210800999 0.58802482921992483 0.72460028156638134 0.37874680401364447 1.9302293201908458 0.88210941106081087 0.72317466083040927 0.18497409121789576 0.031313360581407768 0.7463511840578575 0.6634846936976827 0.62017410114424354 0.32893107661948295 1.1577424097340552 0.38114786787605215 1.3979458801338243 0.75708673388089698 0.66645996636361793 0.79970169737862307 3.1197259447726537 0.071970989927649498 0.059222880921424803 0.020699176704510991 0.041358361020684187 0.040737535804510117 0.029304066603458523 0.036943680242165655 2.5673643015034022 40.232769947724726 3.5567901379763498
leaf_count=179 20 62 9 21 25 11 17 17 13 15 12 26 12 15 39 261 6 15 35 50 2 24 2 2 2 29 176 45 2812 80
internal_value=7.32819e-06 -0.00107015 -0.00894151 -0.0180656 0.000533093 0.00218456 -0.00430568 -0.000561238 0.00312178 -0.000519577 -0.00447773 -0.00521192 -0.00179488 -0.00501362 0.00400484 0.000306809 0.00574222 -0.000139288 0.00599246 0.000777353 0.0163733 -0.00717376 0.0208261 0.0350623 0.0154193 -0.0201832 -0.0457414 -0.000101004 -0.000322998 -0.00448495
internal_weight=65.607 14.2691 2.41455 1.68995 11.8546 9.92435 1.3112 9.04224 5.04609 4.86111 4.11476 3.99615 3.37598 3.04705 1.8893 51.3379 3.58299 2.22325 1.46616 3.45128 0.33155 0.259579 0.200356 0.179657 0.138299 0.0975611 0.0662477 47.7549 46.3569 6.12415
internal_count=4034 760 109 100 651 626 79 615 344 327 312 271 245 233 218 3274 76 56 50 300 250 248 224 222 220 218 205 3198 2937 125
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 2 0 2 1 2 1 0 0 2 0 2 1 2 2 1 2 0 1 0 2 2 1 1 2
split_gain=0.00275687 0.0211846 0.0125761 0.0128463 0.00935993 0.0076231 0.0641422 0.0684966 0.0295002 0.0093012 0.0195356 0.0483721 0.00732545 0.0517881 0.00681411 0.0482177 0.15656 0.131281 0.0378428 0.0328549 0.0470891 0.0183967 0.0179978 0.0936 0.0414556 0.0246836 0.0235757 0.0252662 0.0276479 0.0219486
threshold=0.34467530910000005 0.4815274992000001 0.34485494450000004 0.47997065955000012 0.34488488370000009 0.34515433670000012 42.233786329550007 0.47961138885000004 41.646178195200001 0.34527409360000011 41.975471476700008 0.34524415440000006 0.4784437592000001 0.47736594710000008 39.792680591700012 0.4871261339500001 39.458743938000005 0.35471991855000007 40.003678352300007 39.952536079750011 0.37003383130000006 40.280372415600006 0.48119816770000007 0.34545372890000009 0.47976108500000009 41.147265497500008 42.456897412850005 0.34545372890000009 0.34566330350000002 40.377444152000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 -4 6 7 8 -6 10 -7 -12 13 -1 15 16 17 -11 19 20 -16 -20 24 -24 25 -23 27 -27 -29 -25
right_child=2 -3 4 -5 5 9 -8 -9 -10 14 11 -13 -14 -15 18 -17 -18 -19 21 -21 -22 22 23 29 -26 26 -28 28 -30 -31
leaf_value=-0.0012217942858672437 0.00055021961710960442 0.014105677069975738 0.015819509485984342 -0.015407486497584805 0.0080533008719038401 0.010890128760844317 0.019015733048041283 -0.029729879934896477 -0.019815059608820112 0.096409209447010674 -0.02252518947525043 0.015800911287385994 -0.0076196342365750557 0.042174517749771726 0.022543014652134079 -0.0010415164491876922 -0.10947993888666914 -0.06356454864460874 -0.0089374073430346368 0.030003217026960918 -0.014378508505911556 -0.013224763523978521 -0.057204916448659798 0.017408720495936097 0.015974630400063257 0.017110919919482888 -0.013005061273845021 -0.017012355223200982 0.013176702051068419 -0.00067703437516563204
leaf_weight=5.1047425704063931 0.9453682172134984 1.1818612334318457 0.37401788754686904 1.0816964944824574 1.423441349921766 2.2418935235673412 0.91937823524676776 1.2056742804124949 0.51809331578988338 0.10847681302527457 0.69782960058000731 0.62358443655102747 1.1677043116505954 0.2906522848206804 0.69541059341281231 9.9794065487241017 0.16736327222679392 0.097321127479209846 2.2788201651822098 0.76785701327025879 0.68637186981328213 1.153776020840384 0.29123782995156844 0.68931948634167639 2.2680816962911194 1.415247545518924 0.66824279663045238 0.63306208988069534 0.58249537645144756 25.273385438749401
leaf_count=508 40 12 29 20 71 29 29 19 8 23 39 8 15 9 10 928 9 34 106 10 39 20 22 33 48 19 207 11 46 1633
internal_value=9.42587e-06 0.00178111 -0.000228027 -0.00796524 5.32482e-05 -5.32207e-05 -0.00422087 -0.0110089 0.000616704 0.000277029 0.00520555 -0.00443884 -0.000438254 0.00111598 -9.07132e-05 -0.00236122 -0.0376538 0.0207582 0.000537721 0.0134189 0.00420301 -0.000247727 0.000352798 -0.000829247 0.00497024 -0.00063494 0.0037681 0.0080286 -0.00254575 -0.000196851
internal_weight=65.5318 7.74496 57.7869 2.02706 55.7598 55.3858 4.06659 3.14721 1.94153 51.3192 3.56331 1.32141 6.5631 5.39539 47.7559 10.3526 0.373161 0.205798 37.4033 2.14964 1.38178 35.2537 32.9748 26.2539 6.72091 4.45282 3.29905 2.63081 1.21556 25.9627
internal_count=4034 544 3490 60 3430 3401 127 98 79 3274 76 47 532 517 3198 994 66 57 2204 59 49 2145 2039 1688 351 303 283 76 57 1666
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 2 2 2 1 0 0 0 1 1 0 1 1 2 2 0 0 2 0 2 0 2 0 1
split_gain=0.00319228 0.0124202 0.0144424 0.0397744 0.010168 0.0279217 0.0635945 0.0281386 0.0530472 0.0219111 0.0196455 0.0181618 0.0321701 0.0200615 0.0606824 0.0498006 0.0128688 0.0245722 0.062143 0.0125454 0.0547864 0.168706 0.0449788 0.0350311 0.0232437 0.0214858 0.263757 0.0173098 0.0233227 0.036678
threshold=0.47865333370000007 0.4778150355000001 0.34536391125000004 0.34545372890000009 0.34536391125000004 0.47976108500000009 0.3447052483500001 40.563919884450009 41.178189531300006 42.388109226950007 0.34542378970000004 0.48068920095000006 0.48119816770000007 0.47916230050000003 0.34554354660000003 0.34575312120000007 0.48244064550000004 0.34566330350000002 0.34575312120000007 43.157831852650006 42.824128352900011 0.51401155655000019 0.51675099550000014 43.077238082650005 0.53544804050000006 42.622319549950006 0.50465554925000011 43.680097826700013 0.50889194935000015 0.39162001140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 -7 -9 -10 -6 13 -13 -12 -15 -16 -14 -18 -19 20 25 -22 -23 -24 27 -20 -27 -21 -29 -30
right_child=4 -3 3 -5 10 7 -8 8 9 -11 11 12 16 14 15 -17 17 18 19 24 21 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.00079146600105194781 -0.0046864914660274702 -0.0068135184793352557 0.06007410704665106 0.0027249248960954072 -0.017484483564239841 0.011127083032329399 0.028561279387813079 -0.017471937876998925 0.013955164056845491 -0.0026466919576609207 0.00016284953327569168 0.01952525548700899 -0.0074847777195371952 0.0039148085282873042 -0.084113195072349989 -0.018146292550363343 0.012188181164079624 -0.029690142770879897 0.00013769454795667605 0.026853163115267833 -0.070037052790784426 0.10143426711420707 -0.056887950472619124 0.063672095847850302 -0.0011729834754632565 0.097552095258943705 -0.05858784823982658 0.011060781514435781 -0.10131920606464416 0.046674963874887343
leaf_weight=8.7872650637717644 1.0880628104059638 3.1893195811990145 0.14773703688115325 0.66658750603872641 0.65401874697999929 1.7496958991978315 1.220765597594436 1.7852941486053167 1.3115880575496706 2.0182726380880922 1.1179031931096752 0.8652182733931103 2.1530696890220389 0.5295466754469087 0.19498297049722169 0.27704944147899369 1.7066988056758337 0.69564240332692762 31.140693792203031 0.72401786229329723 0.37001630402664831 0.083934847265481949 0.049902277075122736 0.046616337561317778 1.7539838270815158 0.2252457122085606 0.20817474998057151 0.6080357235908207 0.047120337806973112 0.025978955468072606
leaf_count=714 9 70 12 219 13 27 33 15 39 30 14 23 29 7 14 33 29 16 1740 34 21 2 33 15 489 58 31 55 34 176
internal_value=1.02584e-05 -0.00140676 0.00038918 0.0131294 0.000354502 0.00337984 0.0128929 0.00018036 -0.00356409 0.00389256 -0.000283834 -2.11406e-05 0.000448788 -0.00904605 -0.0193245 -0.0453953 3.44888e-05 0.000464078 -9.20611e-05 0.000491485 -9.98324e-05 -0.0313762 0.0478971 0.00133986 0.00650447 0.000445447 0.022557 0.0160879 0.00464478 -0.0487232
internal_weight=65.4424 12.7909 9.60159 0.814325 52.6515 9.17368 2.30883 6.86485 5.11515 3.32986 43.4779 42.8238 40.7043 2.11948 1.00158 0.472032 39.8391 37.6861 35.9794 35.2837 32.1246 0.55047 0.180453 0.0965186 3.15914 31.5741 0.43342 1.40515 0.681135 0.0730993
internal_count=4034 1015 945 231 3019 153 42 111 84 69 2866 2853 2785 68 54 47 2762 2733 2704 2688 1900 71 50 48 788 1829 89 299 265 210
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 2 2 2 2 2 1 0 0 2 2 2 2 0 2 2 0 0 0 2 2 0 2 0 1
split_gain=0.00317535 0.0134047 0.0104935 0.145308 0.248484 0.0969789 0.138734 0.0616227 0.0580691 0.0287532 0.0230233 0.0186119 0.0186276 0.0374028 0.0124528 0.0111164 0.0175347 0.0350977 0.034201 0.0154317 0.0175956 0.0123365 0.00985364 0.0368783 0.0158162 0.0236514 0.0164857 0.0357727 0.0108442 0.00949443
threshold=41.319407281650008 41.360869295700006 0.36006406990000012 0.34587287805000005 40.844669808050007 40.467253020850002 39.792680591700012 38.625745710700009 37.784765830350004 41.178189531300006 41.092444989200011 0.34566330350000002 0.48028502140000007 0.48271009850000007 40.94178426300001 40.583589072600013 40.241071441700008 39.952536079750011 0.5398790455000001 40.720231579350006 40.844669808050007 0.54300769440000007 0.47976108500000009 0.47943175355000006 40.750688432250008 40.377444152000002 0.47700667645000011 38.969453495950006 0.4778150355000001 0.34739977845000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 5 6 7 8 -5 10 14 12 22 -14 15 16 17 -4 -19 -17 -21 -18 23 24 25 26 27 -1 -26 -3
right_child=1 29 9 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 19 21 18 -20 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0014569342517606174 -0.0090353816171856501 -0.0014912427457038991 -0.0018446629042652254 -0.0503962450772854 0.10315194332247038 -0.019745734219259133 0.10118463967256111 -0.076146162977276458 0.097932603203913227 -0.018326681492396954 0.026706565063630061 -0.010378914590178798 0.015524807849451108 -0.0021166980622861131 -0.01878757243600556 0.01669923508739752 -0.015629778782485421 0.02727540351138856 -0.0016381923018471819 -0.012037433119287032 0.0080899728941907934 -0.0013414461548146815 -0.0095730644585744085 0.019518374915071676 -0.0029588452058163682 0.011809439391320497 -0.0087727261090867013 0.043151267160840695 -0.020814356353695697 0.0024902657681782582
leaf_weight=1.5542544009313006 1.8358414063305186 18.59919639719692 10.642907009871541 0.045559796826593724 0.37474192539229989 0.56051074044080451 0.20924419583752751 0.090862051099975361 0.0627383781509252 0.90936532351292854 0.31473103347479892 1.629075540229677 2.2103819129988542 2.6338425565045327 0.36779756947043907 0.86616035604972497 1.3097779252223909 0.88114973435189259 0.76366182378282588 0.69570215443070527 1.1561244293924344 1.1218256009776721 1.3633798831142483 0.83394634124124412 0.64420414445703478 1.2402833974286975 2.6660922302398831 0.20328466743376328 0.72062533628195524 8.8339532416307254
leaf_count=198 30 760 953 44 19 15 20 14 10 37 21 13 30 36 32 34 24 24 66 25 30 44 14 14 34 79 36 27 9 1342
internal_value=1.11622e-05 -0.000762737 0.000639104 0.00244133 0.0340037 0.00725956 0.0443227 -0.0154183 0.0355324 -0.000975018 -0.000104205 -0.000259981 0.000911602 0.00593298 -0.000578124 -0.00019404 -0.00127902 0.000256363 0.0138512 0.00568169 0.000528423 -0.00903783 -0.00172492 -0.000364058 -0.00272307 -0.00039448 -0.00381618 0.00370265 -0.0123865 -0.000209127
internal_weight=65.3412 29.269 36.0722 17.043 1.34366 0.968915 0.408404 0.19916 0.108298 19.0292 18.1198 15.6994 14.0703 4.84422 17.8051 17.4373 14.7193 12.2877 1.64481 2.71799 1.85183 2.4316 9.22607 7.86269 7.02874 5.66391 4.42363 1.75754 1.36483 27.4331
internal_count=4034 2132 1902 612 122 103 88 68 54 1290 1253 490 477 66 1232 1200 1111 1043 90 89 55 68 411 397 383 340 261 225 43 2102
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 1 2 0 1 1 0 2 1 1 0 2 2 1 0 2 1 2 0 0 1 1 2 2 1
split_gain=0.00309608 0.0350039 0.0149536 0.0127892 0.0943166 0.0364136 0.0366163 0.0289554 0.0149419 0.0215673 0.0505458 0.0160815 0.0179493 0.0181174 0.0375169 0.0617464 0.125694 0.103716 0.0142722 0.0152386 0.0434213 0.0384863 0.0804508 0.0824573 0.0724419 0.0246462 0.014412 0.0421006 0.037249 0.0435716
threshold=41.919251152600005 42.006870117350005 41.872294782850005 0.34551360740000009 0.34560342505000002 41.535369675400013 0.34515433670000012 41.806790701050012 0.47943175355000006 0.34521421515000011 0.34488488370000009 0.4778150355000001 41.385032804600009 0.34530403280000005 0.34494476210000008 0.47769527860000011 40.984321400500008 40.720231579350006 0.34566330350000002 0.48068920095000006 41.385032804600009 0.34587287805000005 41.481306584950012 0.49336846205000007 0.50465554925000011 0.43401395170000007 0.34988473400000003 40.844669808050007 41.178189531300006 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 -7 18 11 10 -10 12 13 14 -1 16 17 -16 -6 -20 26 -22 -23 -24 -25 -26 27 -21 29 -28
right_child=1 -3 -4 4 7 6 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 19 20 21 22 23 24 25 -27 28 -29 -30 -31
leaf_value=0.00090167448576732978 -0.021665900083542099 -0.00016865540280914924 0.0095450442707292454 -0.034355204642963599 0.01149618830850589 0.0012632112543316516 0.031033130749574252 -0.018563889631345112 0.0082146492211719064 0.01194320197132195 -0.013083359254818017 -0.0093185601999131295 0.022591758547966644 0.010370176670223673 -0.10445051454019492 -0.0034509658972344615 -0.11830555672256651 0.1021952998867469 0.013704177549829817 -0.0055042490684742065 0.0092924853589305741 -0.0058562956676137118 -0.11594069767829283 0.10058029244175173 -0.10091568521970865 -0.011724165381369979 0.044488524628262416 0.016444997491478302 -0.018249317414460123 -7.040904789275634e-05
leaf_weight=2.990678983931085 0.78942917097171417 18.694806883774564 1.744766387932059 0.83214729011524724 1.1118822513381079 0.81250984261771353 0.84060991276055574 0.829816704565565 2.9534680189099163 2.321038069203496 1.7894561420544048 2.3038642789470032 0.34980280302761446 1.1094817262499401 0.039307685019827399 0.50810199044644833 0.16083018757603895 0.063564285635948181 0.77686325266468159 1.6194999115541642 0.34519917238503584 0.53023914380470671 0.1750998123025056 0.039583169389516115 0.059907598969658693 0.064164621209553019 0.22213187714806437 1.8980536137241868 1.1284960690552868 18.171242973744725
leaf_count=269 70 1751 30 25 6 32 12 18 40 44 23 34 11 11 59 3 6 1 92 20 8 17 4 3 29 51 46 22 56 1241
internal_value=1.6155e-05 -0.00103964 0.000465393 0.000105736 -0.00119664 0.00233515 0.0164012 -0.000173633 0.000741354 0.00404451 0.000179131 -0.00235916 0.000711352 -0.000859642 -0.00417109 -0.0238277 -0.0630895 0.0232353 0.000410115 -8.2341e-05 -0.000523934 -0.0189552 -0.0301763 -0.0682434 -0.0172106 -0.0547898 0.000447406 0.00633945 -0.000614254 0.000467717
internal_weight=65.276 19.4842 45.7918 44.047 27.8043 16.2427 1.65312 26.9722 14.5896 7.06396 4.74292 7.52563 5.22177 4.87196 3.76248 0.771804 0.263702 0.102872 26.1424 25.0305 24.2536 1.21419 0.868994 0.338755 0.163655 0.124072 23.0394 3.51755 19.5219 18.3934
internal_count=4034 1821 2213 2183 1638 545 44 1613 501 107 63 394 360 349 338 69 66 60 1595 1589 1497 112 104 87 83 80 1385 42 1343 1287
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 0 2 1 1 0 1 2 0 0 0 1 0 0 2 2 0 0 1 2 0 1 2 1 0
split_gain=0.00277418 0.0107218 0.00971787 0.0403806 0.0294123 0.0650723 0.0309955 0.0197935 0.05697 0.0336114 0.155447 0.0638643 0.030333 0.074337 0.0271803 0.0180584 0.0390577 0.028187 0.0237555 0.0176187 0.0790106 0.0100047 0.022599 0.0153346 0.0178587 0.0157483 0.037678 0.0344248 0.0936754 0.0776356
threshold=41.319407281650008 41.360869295700006 0.34512439750000007 0.34494476210000008 0.3453339720000001 0.47865333370000007 0.47817430615000006 40.844669808050007 0.34542378970000004 0.35374689380000007 0.5296248615500001 0.4019490434500001 40.94178426300001 0.55257327625000008 0.48068920095000006 0.47943175355000006 0.3447052483500001 0.47817430615000006 0.47736594710000008 39.011793722550003 39.525197829750006 0.47943175355000006 0.48271009850000007 0.34560342505000002 40.720231579350006 0.5231430197000001 0.39019789825000006 39.749124837650008 0.38906020780000011 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 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 15 5 6 -4 8 -6 14 -11 -12 -13 -14 -9 16 17 18 19 -1 -21 -10 -23 -24 25 26 27 28 -25 -29
right_child=1 -3 4 -5 7 -7 -8 9 21 10 11 12 13 -15 -16 -17 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=-9.9152470313320788e-05 -0.0081307912985406697 -0.00021537860665448062 0.013582770344577855 -0.019011427462688357 -0.039774480673501061 0.035364922451872088 -0.019295436016343013 0.004327126310251366 0.0092248293386891101 -0.054436767916545149 0.035330813848279984 0.0073267898698516024 -0.054939068557426765 0.026680075191166552 0.025912100244909909 0.0065046886167907797 -0.03958784162230769 -0.033798870550082655 0.01924603882703757 0.052212206427144296 -0.082670160357974254 -0.013651283838196063 0.01641241563769839 0.0007691436904695688 -0.012058922670936676 -0.0015122301641487712 0.027510340793856537 -0.0038414833312918704 -0.058837562046014417 0.031811072941562581
leaf_weight=1.596811997260289 1.825405330773427 27.371826498181019 0.60955995310758015 1.2525443371439733 0.36775038447457831 0.7915839607012457 0.54142031818628311 1.179372163023799 1.0965250200897809 0.45886094146851553 0.66886422969400916 1.1503240962141488 0.28403699258342374 0.18379640629974858 1.1544104353524742 2.8257308481261134 0.28922251670552546 0.2367423889809287 0.61894592083990563 0.069056255801115074 0.1170220187185862 1.242343919302441 0.57065410539508121 2.1933331814736969 1.194435379397645 11.759882286811939 0.65217979920322466 1.5612411881447772 0.29967804386978958 1.0032562946289543
leaf_count=173 30 2102 63 18 16 19 3 9 57 34 4 30 15 38 35 29 35 7 5 9 54 22 5 154 29 906 37 11 23 62
internal_value=1.39384e-05 -0.000710249 0.000601775 -0.00274022 0.00141018 0.0132953 -0.00188312 0.000555752 -0.000746507 0.00618077 -0.00131842 0.00933908 -0.00140459 -0.0228736 0.0150042 0.000802022 -0.00470184 -0.000877876 0.00236706 -0.00349263 -0.0326134 -8.1222e-05 -0.000579553 0.000264735 -0.000228982 0.000579859 0.0048888 0.00197169 -0.00639601 0.0101061
internal_weight=65.1668 29.1972 35.9696 7.00608 28.9635 1.94256 1.15098 27.0209 21.9413 5.07967 2.74588 2.28702 1.61816 0.467833 2.33378 5.75353 2.9278 2.63858 2.40184 1.78289 0.186078 21.5735 20.477 19.2347 18.664 17.4696 5.70969 5.05751 2.49301 2.5645
internal_count=4034 2132 1902 330 1572 85 66 1487 1322 165 121 87 83 53 44 312 283 248 241 236 63 1306 1249 1227 1222 1193 287 250 177 73
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 0 2 0 2 2 1 1 0 0 2 0 2 2 1 1 0 1 0 0 2 0 2 0 1
split_gain=0.00323281 0.0389788 0.00762729 0.0156116 0.00430418 0.0222622 0.163584 0.0728694 0.0432665 0.0134866 0.0111532 0.00633436 0.0167123 0.0137607 0.0135137 0.0113515 0.0446438 0.0313225 0.0295975 0.0120942 0.00803316 0.00639888 0.0731247 0.0352917 0.0156618 0.0328186 0.0748125 0.010549 0.010679 0.00986039
threshold=0.31060447290000009 0.39606598605000004 0.39498817400000003 0.37331217625000007 0.31100865245000009 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.835088602800006 0.34467530910000005 0.34485494450000004 0.4815274992000001 0.47943175355000006 40.377444152000002 0.47817430615000006 41.360869295700006 38.179089776100007 0.34398670700000006 0.34488488370000009 0.47700667645000011 0.34509445825000007 0.47604862130000009 0.4778150355000001 41.385032804600009 0.47721625100000004 44.756878345700009 0.46495613905000005 0.34512439750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 11 -7 -8 -9 -10 -11 13 14 15 -13 16 18 -17 -6 -19 -14 22 -22 27 25 -23 -27 -24 -29 -26
right_child=4 -3 -4 -5 5 6 7 8 9 10 -12 12 20 -15 -16 17 -18 19 -20 -21 21 24 23 -25 29 26 -28 28 -30 -31
leaf_value=0.031198324917709675 0.0048159139906437222 -0.088341958115071159 0.050733249007068541 -0.10027558235632646 -0.00099791951741180925 -0.12907891499456109 0.063513584134297779 -0.10242224753660401 0.097480707071152084 -0.10026922327345025 0.030462178366348031 -0.019421376704872009 0.014842840762731411 0.012920718732530874 -0.0026111874417612778 0.041027254233501745 -0.026269925140224061 0.0082315037433949249 0.035497899808219067 -0.0095399352787174825 -0.10650202189140018 -0.00040421505372861257 -0.10060006928135466 0.0085926210346425613 -0.0068892270908365557 0.0034330236434180292 0.063060934214710193 -0.10009879325087166 0.10019751889342653 -2.1623118555531436e-05
leaf_weight=0.031017018462098256 1.8385697303601762 0.047840267447497808 0.047673539957031608 0.012741902681222772 1.5012867289468297 0.10623353458504681 0.14940742037288146 0.058485260815359652 0.017130105734395329 0.0099446402849530102 0.018983004212408616 0.78907976164119675 0.36540518290894297 1.1694066096097229 1.2139172619208691 0.23066069932383459 0.64933102810755361 1.0384746570708214 0.26081721580487727 0.60663917010788271 0.06997849303291459 1.8925380448345088 0.041159021626531289 0.56601086923731714 2.1835175249652883 0.66969751754368179 0.30681266737519763 0.0048171897506108508 0.0059492853470146656 49.161622464949403
leaf_count=13 16 35 13 119 150 5 12 9 5 36 214 36 29 12 24 33 7 77 36 14 15 19 186 41 34 28 37 53 1 2725
internal_value=1.38279e-05 -0.0152054 0.023062 -0.00708479 4.64747e-05 -9.25223e-05 -0.0248826 0.0187052 -0.0453327 0.0271611 -0.0144802 4.98244e-05 -0.00026036 0.0033054 -0.00923355 0.00068266 -0.00385562 0.00651693 0.004404 0.00167825 6.48453e-05 -3.35108e-05 -0.00961751 0.00135423 8.80989e-05 0.00727837 0.0221677 -0.0775475 0.0105799 -0.000313677
internal_weight=65.0651 0.139273 0.0914325 0.0437589 64.9259 63.0873 0.360184 0.25395 0.104543 0.0460578 0.0289276 62.7271 57.2705 5.45662 2.003 4.28721 2.41143 1.87577 1.7621 1.64511 55.2675 54.9021 0.687915 0.617936 54.2142 2.86905 0.97651 0.0519255 0.0107665 51.3451
internal_count=4034 180 145 132 3854 3838 281 276 264 255 250 3557 3228 329 60 317 193 124 186 91 3168 3139 296 281 2843 84 65 240 54 2759
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 1 1 1 0 2 2 2 1 0 1 0 0 1 0 0 2 0 1 0 0 2 1 1 2
split_gain=0.0027565 0.028053 0.0126676 0.0487063 0.0353394 0.0897744 0.0479117 0.0272131 0.122281 0.0858413 0.0326059 0.0281719 0.0251146 0.156059 0.075519 0.0244894 0.0210859 0.0207751 0.0191963 0.0199123 0.0170662 0.0960014 0.0209798 0.0808361 0.0211951 0.0156249 0.0123112 0.0119837 0.0798784 0.0286939
threshold=41.919251152600005 42.006870117350005 0.34641178410000012 0.3459626957000001 0.48597347385000006 0.48537468940000006 0.34739977845000009 0.34569324270000007 0.34575312120000007 0.48306936920000004 42.434124620650003 42.67709657435001 42.753078181500008 0.34542378970000004 0.47676716265000008 0.34527409360000011 0.48271009850000007 0.48119816770000007 0.34503457980000002 0.48028502140000007 0.39672464895000009 48.96897326980001 0.47997065955000012 0.32058920395000007 0.45994131915000008 0.47817430615000006 41.872294782850005 0.34551360740000009 0.34560342505000002 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 -2 3 7 5 6 -4 10 -9 11 -3 -10 13 14 -12 18 25 -17 19 20 -14 22 23 -22 -25 -8 27 29 -29 -1
right_child=1 2 4 -5 -6 -7 16 8 9 -11 12 -13 15 -15 -16 17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00086309813087788977 -0.019397034047705125 -0.020010118261703805 -0.10598822932182786 -0.032014464012825511 0.0014092185218491113 0.10404934970181484 0.031322657936292679 -0.059236023295675427 -0.10439301479434293 0.10163891146029194 0.017168977080494516 0.033062609158902981 -0.0024347562537913314 0.071442442608970605 -0.10262892441074441 -0.0032159803853861035 0.10086555871694602 -0.025866715916392946 0.016619674742656243 -0.012762559235973867 0.096393470433773373 -0.0017654589661126687 0.10343346585112739 0.025130504334759871 -0.10110886385675409 -0.10190243634799166 0.0087004275265294192 -0.031646483030216811 -0.00020589187100244051 0.014859020186915673
leaf_weight=14.495979954435848 0.79373331606240682 0.91368200913497499 0.042618415231117868 0.53944739351663962 9.3309825823556825 0.1131063848733902 0.024713607335480781 0.11343621314307561 0.030375581327461987 0.17844081670045853 0.10498461979398133 0.029286101016140265 2.0637173647510996 0.27598571160342544 0.10550011019222438 1.058737117507121 0.025727076455950737 0.65571398800238956 0.75799052903676045 1.0311246116179971 0.10487963060040761 0.99163753786706366 0.097048819065093994 0.021675426492947736 0.034418849974599652 0.013674276222445769 1.7343720643743612 0.83312874473631637 26.863439902921868 1.6294870693925521
leaf_count=501 70 61 8 32 1071 1 91 9 8 4 26 68 115 12 16 65 1 19 25 8 37 15 1 19 35 4 30 25 1613 44
internal_value=1.1693e-05 -0.000984807 -0.000201568 -0.00286972 0.0023429 0.0419725 -0.0238109 -0.00103488 0.0262113 0.0669199 -0.00220051 -0.0369202 2.75293e-05 0.0219792 -0.0428767 -0.00153898 0.0308139 -0.011879 0.00193531 -0.000626691 0.00315 0.0123728 0.0667091 0.0445686 -0.0523286 -0.0161339 0.0004372 0.000110161 -0.00115164 0.00227739
internal_weight=65.009 19.4526 18.6589 9.10808 9.55082 0.21984 0.106733 8.56864 0.351539 0.238102 8.2171 0.0596617 7.30341 0.48647 0.210485 6.81694 0.064115 1.71445 5.10249 4.3445 3.31338 1.24966 0.258023 0.160974 0.0560943 0.0383879 45.5564 43.822 27.6966 16.1255
internal_count=4034 1821 1751 575 1176 105 104 543 89 80 454 76 393 54 42 339 96 84 255 230 222 107 92 91 54 95 2213 2183 1638 545
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 1 0 0 2 2 0 1 1 0 2 0 2 0 1 0 2 1 1 0 0 0 0 2 1
split_gain=0.00305643 0.0208793 0.00838893 0.0939 0.0602849 0.0752498 0.0539545 0.0834833 0.0331357 0.0248161 0.0916837 0.131854 0.0824447 0.27178 0.0353593 0.0999923 0.0290178 0.0269197 0.0676646 0.0316467 0.02105 0.0175551 0.165544 0.068036 0.137407 0.06514 0.0270036 0.0652786 0.0554881 0.038704
threshold=41.218101594450012 41.147265497500008 0.34569324270000007 41.243661560350013 0.48098859315000003 42.141702038450013 0.34554354660000003 0.47883296910000012 0.47916230050000003 41.741384785950011 41.481306584950012 0.48637765340000011 0.3459626957000001 0.34614233110000009 0.48306936920000004 41.872294782850005 0.50922128080000018 41.535369675400013 0.50465554925000011 0.43401395170000007 0.48351845755000006 42.094663496250007 0.34641178410000012 0.34988473400000003 0.53866650695000018 0.48898236580000004 0.52507409960000018 0.53475943835000017 48.86568841230001 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -2 -8 -7 10 16 -12 20 -14 -15 -16 -6 -13 -19 -20 -11 23 -23 -17 -25 -24 29 28 -28 -27
right_child=2 -3 3 4 9 8 7 -9 -10 12 11 17 13 14 15 21 -18 18 19 -21 -22 22 25 24 -26 26 27 -29 -30 -31
leaf_value=0.0004009746987164693 -0.00066948702524614141 0.022959596903116251 0.093609665959547256 0.058379552862373889 -0.0084978983492756659 0.0068558120269356692 0.0058737863627972772 -0.048220370687306946 -0.10283601130863891 0.034349416082839014 -0.11669067985000853 -0.03833063824280411 -0.12862547869535795 0.022904289763014229 -0.065708558771913395 -0.0050883372154206961 0.013867872713590463 0.10068840451044148 -0.10099380763471502 0.019374050769981447 0.010539866703349707 -0.1144802476992958 -0.08198133579036912 0.082213580755604254 0.0020431613149563591 0.0035143273050685419 -0.10171447916880315 -0.0020814076781086057 0.088222510911456609 0.035819409078960272
leaf_weight=32.88870651913188 13.242022286600866 0.4154733274829131 0.10832488304797294 0.35536958057923484 1.8723821458406815 0.074387471712437758 0.52957968031904445 0.61850025510648265 0.043727099809075298 0.79690298269269877 0.17984954454004753 0.15162254266544295 0.1662881444208314 0.64374731574207444 0.23521382360600185 1.6364007368683808 0.84048593348678924 0.062758202664554119 0.039944410712593026 0.048199873579562791 0.69530252367258072 0.12894391338340838 0.096440263850324892 0.31811643714900117 0.65186668982698848 2.7441113994500475 0.10868437438434231 4.771381920322689 0.017916348558202344 0.42881789854929708
leaf_count=1801 565 31 14 38 16 143 18 29 10 58 4 12 4 6 33 8 53 4 16 38 6 3 18 35 47 49 179 640 17 139
internal_value=1.3912e-05 0.000682396 -0.000690461 0.000798937 0.000211305 0.0353963 -0.00247247 -0.0232681 -0.0337531 -0.000790147 -0.00871151 -0.0488828 0.00109307 -0.00167481 0.000116991 -0.00120007 -0.00156866 -0.00857145 0.0213297 -0.0351731 0.0232552 0.000191635 -0.00205748 0.00735072 0.0283359 -0.00028258 0.000693648 -0.0039619 -0.0748349 0.00788032
internal_weight=64.9115 33.3042 31.6073 17.2172 17.1089 0.473484 14.3901 1.14808 0.118115 16.6354 3.19524 0.482375 13.4401 11.9479 11.7816 11.1379 2.71287 0.302525 0.150902 0.0881443 1.49221 10.9027 8.2963 2.60638 0.969983 8.16735 8.07091 4.89798 0.126601 3.17293
internal_count=4034 1832 2202 1590 1576 191 612 47 153 1385 143 74 1242 1178 1174 1168 69 70 58 54 64 1135 1045 90 82 1042 1024 836 196 188
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 1 1 0 1 1 2 0 1 2 2 2 2 1 2 2 2 2 2 1 1 0 1 1 1
split_gain=0.00259745 0.0147363 0.0135758 0.00637058 0.0335164 0.0550659 0.0136009 0.00989163 0.0259909 0.0207925 0.00788491 0.00919723 0.0127129 0.0069702 0.0436823 0.00799683 0.0496025 0.0232412 0.0459641 0.00873508 0.00672616 0.00564368 0.00830391 0.0129108 0.00531856 0.0045328 0.023888 0.0137923 0.0278271 0.00567659
threshold=0.47883296910000012 0.47916230050000003 0.4784437592000001 0.3453339720000001 41.147265497500008 0.34545372890000009 0.34545372890000009 0.34479506600000004 0.47736594710000008 0.34503457980000002 0.34524415440000006 41.32819714970001 0.47736594710000008 0.31100865245000009 48.86568841230001 43.572676689450006 39.952536079750011 41.32819714970001 0.34398670700000006 38.969453495950006 49.420225120050006 48.96897326980001 44.952171034750002 36.957836847500012 0.34515433670000012 0.34488488370000009 0.48271009850000007 0.34518427590000006 0.3453339720000001 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 -6 8 13 -9 11 24 -13 20 15 16 19 -18 -19 -15 21 22 23 -1 -11 26 -3 -27 -29 -30
right_child=1 25 -4 4 6 -7 -8 9 -10 10 -12 12 -14 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.10006628379498039 0.013853429150360922 0.0099337803353085809 -0.014054991863284847 -0.1034111633041056 0.019428749338501538 0.03186879102430383 0.0015616618307251499 -0.017887837275594006 0.017896066807159321 0.0010497478192246475 -0.008393070869632601 0.0063964097350220992 -0.012786556352666437 -0.0020643140270279019 -0.044341239274329619 0.0065533265475368578 -0.093444723094980531 0.033458802593753896 -0.10202388993996057 0.018861020062931048 -0.0031203097795706263 0.011273505639776811 0.00068931950571684414 -0.10043983790448817 0.015045117452317614 -0.0069985638782244751 -0.0066902455489520705 0.01355168233931426 -0.0033400618822328563 0.00023253408719153444
leaf_weight=0.0038760148454499701 0.79361786050139826 2.2392768957652289 0.77782597079749471 0.070530482516302673 0.68005564051964018 0.052477292636171291 1.1406728785606182 0.97224103413456564 0.81225222868670233 0.50355169188141669 1.1134380928936591 0.65813765156235582 0.72718982542210142 1.5558562813371635 0.25022790207731294 0.98087196243704955 0.082076029561676367 0.060970485856501 0.042493220840697177 0.22883093275595445 0.88754785573109973 0.95434355107136071 0.10614550599711947 0.018730011465622809 0.5893177785910666 2.7621314725256516 1.4078157031908629 1.5265089196618635 5.042241933017066 37.709025911311599
leaf_count=2 15 28 31 7 21 52 185 57 12 55 31 33 15 163 19 43 33 38 14 19 6 14 25 149 6 38 22 32 111 2758
internal_value=1.06676e-05 0.000332226 -0.00123684 -0.000438699 0.00482201 -0.0456983 0.00823515 -0.00140811 0.00126619 -0.00491469 -0.00140291 0.00173772 -0.00367316 -0.00134552 -0.00422579 -0.000824341 -0.00449729 -0.0537076 -0.0221848 0.000618713 0.00333351 0.00862213 -0.0110306 -0.0660612 0.0085966 0.000120522 0.00351673 -0.000142793 0.000284883 -0.000188831
internal_weight=64.7503 51.4806 13.2697 12.4918 1.94374 0.123008 1.82073 10.5481 5.98422 4.56388 3.59164 2.4782 1.38533 5.17197 3.20133 2.9511 1.97023 0.18554 0.103464 1.78469 1.97064 1.0831 0.128752 0.022606 1.09287 50.687 3.64709 47.0399 44.2778 42.7513
internal_count=4034 3004 1030 999 265 59 206 734 537 197 140 109 48 525 329 310 267 85 52 182 196 190 176 151 61 2989 50 2939 2901 2869
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 1 1 2 0 2 0 1 2 1 0 2 2 0 2 0 2 2 2 2 0 2 1 1 1
split_gain=0.0025349 0.017002 0.00669313 0.063617 0.0614982 0.054728 0.0288614 0.0167139 0.0706898 0.0541314 0.0161937 0.014337 0.0266643 0.03026 0.0839458 0.0171505 0.0458631 0.119631 0.0299942 0.0334895 0.0146133 0.00988462 0.0572567 0.0168298 0.0212522 0.064119 0.020869 0.0302122 0.0650527 0.0814255
threshold=41.218101594450012 41.147265497500008 0.37078231190000005 0.50278434775000014 0.51401155655000019 37.784765830350004 0.37473428940000003 0.36006406990000012 35.509685375550013 0.48597347385000006 40.94178426300001 0.5231430197000001 0.39019789825000006 39.749124837650008 0.38906020780000011 0.52770875125000016 36.010074051050005 38.748048509250005 0.53158588065000012 38.244973486750006 0.53833717555000005 40.563919884450009 40.720231579350006 40.377444152000002 40.206947806850003 0.48306936920000004 39.664548207900005 0.34494476210000008 0.34524415440000006 0.3453938505000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -4 -7 9 -9 21 11 12 13 14 -6 16 -13 -18 19 -17 -20 23 -23 24 25 26 27 -1 -29 -30
right_child=-2 -3 4 -5 10 6 -8 8 -10 -11 -12 15 -14 -15 -16 18 17 -19 20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-9.2175963179609886e-05 -0.00063492695000225347 0.020812331801991435 0.0044659421670284758 0.03071576907040274 0.018805155838473982 -0.11017804378360462 -0.037232730983721707 0.0097811326308873802 -0.043098928740131277 0.0266147503370554 -0.018652970150547673 0.0050985375448863368 0.025086271417860184 0.01775082100310869 -0.054081167391539731 0.00019926498240606296 -0.10469467152678641 0.0072119624946784897 -0.0093729974601959396 0.061356918899782509 0.00078518140537879469 -0.029973137861227791 0.0014333295157625268 0.0090057998239051716 -0.0097595001229453075 0.029428337758827656 -0.0084866645033770029 0.072618439983235542 -0.086382216370606085 0.038472594763433982
leaf_weight=2.4596869029924466 31.429516433798995 0.41172724699651908 0.15266416008290917 0.72621650491783007 0.34168455295730094 0.10841582663124427 0.10854589815383875 0.62057984872225513 0.42655925932479022 0.80001053800515443 0.45887847450035302 0.54061223142707504 0.64488686198455969 0.51271495781838894 0.29396978110889904 0.19195796465419235 0.16479610818288393 0.22727365778700914 1.6339009094554047 0.16781374991114717 10.627531261077108 0.71539432649962131 3.0780784204936822 2.3071385959628961 1.9526756264895082 0.75861288653686632 2.4252823525712301 0.18770978729948296 0.08223594442827098 0.14317118283092456
leaf_count=218 2202 31 22 27 28 22 23 24 45 58 38 10 28 11 23 29 32 36 38 15 796 71 53 24 21 8 37 12 7 45
internal_value=9.07869e-06 0.000617445 0.000364401 0.00176973 -0.00108503 -0.041406 -0.0736835 0.000452378 -0.0117599 0.00131006 -0.000142123 0.00041135 0.0088142 -0.000323664 -0.0149024 -0.000700395 -0.0137859 -0.039825 0.000266597 0.028726 -0.00056845 -0.000124674 -0.00448948 0.0014803 -0.000687453 0.00223737 -0.001656 0.00411059 0.0291337 -0.00707855
internal_weight=64.7002 33.2707 32.859 16.6834 16.1756 0.369626 0.216962 15.9571 1.04714 14.91 15.806 15.3471 1.79326 1.14837 0.635654 13.5539 0.932682 0.39207 12.6212 0.359772 12.2614 14.11 3.79347 10.3165 8.00937 6.0567 5.29809 2.8728 0.413117 0.225407
internal_count=4034 1832 1801 650 1151 67 45 623 69 554 1084 1046 90 62 51 956 78 68 878 44 834 496 124 372 348 327 319 282 64 52
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 0 1 2 0 1 2 0 0 0 0 2 2 2 2 1 2 2 0 0 0 2 2 0 0
split_gain=0.00241316 0.00469934 0.0251081 0.0245848 0.0134549 0.0187245 0.0119875 0.00742394 0.00943792 0.00449247 0.0456564 0.0221098 0.0203714 0.014761 0.00366733 0.00480512 0.00309404 0.0148738 0.0159206 0.0116554 0.0131949 0.0116119 0.0342702 0.0325951 0.0156583 0.0467694 0.014092 0.00977344 0.00885967 0.0712544
threshold=35.171584490050009 34.883496062400006 0.36575252235000005 0.49485045360000007 0.38906020780000011 34.654301448200009 0.54386096225000014 0.34398670700000006 32.051492741500006 0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 0.5681267027500001 0.56859076075000015 38.400997490450003 38.748048509250005 38.969453495950006 39.110279783550006 0.45280081435000008 39.420767558750008 39.525197829750006 0.48028502140000007 0.51505942935000004 0.52770875125000016 39.664548207900005 38.478081868400004 0.50706565670000014 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -6 8 -1 10 11 12 13 -2 -8 -16 28 27 -19 20 -20 23 -23 -21 -25 -26 -24 -18 -11 -30
right_child=9 -3 4 -5 5 -7 14 -9 -10 16 -12 -13 -14 -15 15 -17 17 18 19 21 -22 22 26 24 25 -27 -28 -29 29 -31
leaf_value=-0.10020509515117751 0.033209366010410038 -0.0075305709142883953 -0.0079904326577448555 0.10079068750751211 0.081912038322845451 -0.10138584922950776 -0.10016057353922619 -0.10031837150291747 0.062890297415273119 0.0072652751314919231 -0.10278002942758818 -0.10020968215980947 0.10037999587264297 -0.1002486229898121 0.10010080591926129 -0.10004617147225202 -0.0057294454114543885 0.013688466558275048 -0.025778882549547584 -0.0047966533205813849 -0.00094284762643556241 -0.024704411168725959 0.017691355392748517 0.0073792472018795107 0.087614087241807359 0.0028969618224336277 1.0486627025145311e-05 -0.029043964069967523 -0.058847846442640898 0.0028057690098004639
leaf_weight=0.00498642744386557 0.029713648926186553 1.1461280115699626 0.60731132122396037 0.047571700473781675 0.046406189772824347 0.0081766835538239491 0.0049399837489545462 0.0080700754377442951 0.012300361423463357 2.2408805249713017 0.043038849776223742 0.012508633080869913 0.034212506376206875 0.011493116030382389 0.0030423265416175127 0.0019803048103214649 0.5359167055547821 0.85237995131495736 0.37301248189760272 0.56920942477881808 0.50153216878041462 0.56007829287250288 0.45469020739835642 0.16139405377816729 0.13593289349228144 0.1251736772465506 52.446521414289073 0.27058367377944825 0.19928477340511142 3.1575383636369452
leaf_count=59 13 32 23 11 8 8 24 35 18 170 10 10 3 119 1 152 15 46 30 7 18 47 31 10 8 35 2696 47 15 333
internal_value=7.79969e-06 -0.00351191 0.0026723 0.0584012 -0.00337695 0.0400315 0.060545 -0.0211252 0.0158449 0.000113922 -0.0183876 0.0229207 0.0433424 -0.00401385 -0.0389832 0.0211876 0.000152639 -6.77297e-05 0.00012584 -8.31072e-05 -0.011536 0.000100832 -9.80585e-05 0.0108226 0.0318656 0.047001 0.000162455 -0.0135515 0.00239606 -0.000854426
internal_weight=64.606 1.89091 0.744785 0.0729286 0.671857 0.0645455 0.0563688 0.0253569 0.0172868 62.7151 0.130967 0.0879279 0.0754193 0.0412068 0.00996262 0.00502263 62.5841 56.9864 56.1799 55.3275 0.874545 54.453 53.4613 0.99171 0.422501 0.261107 52.9012 0.8065 5.5977 3.35682
internal_count=4034 371 339 123 216 193 185 112 77 3663 155 145 135 132 177 153 3508 2990 2928 2882 48 2834 2774 60 53 43 2727 62 518 348
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 1 0 2 1 1 0 0 2 2 0 0 2 0 0 1 1 0 1 2 1 1 2 0 2
split_gain=0.00248907 0.00898051 0.0218853 0.0595593 0.120789 0.0189331 0.0139571 0.0216712 0.0222352 0.0123042 0.0644655 0.0164439 0.0426096 0.00994733 0.0616107 0.0781843 0.0655208 0.0582031 0.0178914 0.0171404 0.0410733 0.0340802 0.0256995 0.0141014 0.0650812 0.0137358 0.0149176 0.0269264 0.0196963 0.00977797
threshold=0.47865333370000007 0.48098859315000003 42.198888176300009 0.34515433670000012 0.34554354660000003 0.34467530910000005 0.34542378970000004 0.48200652675000005 41.50623664750001 0.34566330350000002 0.34569324270000007 0.4815274992000001 0.48244064550000004 43.157831852650006 42.686561923500008 0.50339810185000011 0.51675099550000014 43.077238082650005 0.53544804050000006 0.49787431515000008 0.36160593995000007 0.39814676205000005 0.53347205170000012 0.4025178887000001 47.709122305950011 0.37473428940000003 0.3782970569500001 43.487767439550005 0.53242417890000004 40.720231579350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 7 -7 -9 29 -11 -12 -13 14 -14 -16 -17 -18 19 -15 -21 22 25 24 -20 -22 -27 -28 -29 -8
right_child=1 5 -4 4 -6 6 9 8 -10 10 11 12 13 18 15 16 17 -19 23 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.001253595473714674 -0.0053003954362810775 0.01239934549295801 -0.0058470499473340307 0.041745112207586504 -0.00039013971217719565 -0.017744988847263939 -0.00012970297878556476 0.0053875386067789143 -0.012555705136169125 -0.041823958097765374 -0.010499638282942312 0.039671775482915478 0.00025492117104548422 0.0082251289917926792 -0.05614072510300934 0.062769431195461134 -0.077870166134738003 0.059565332087318505 -0.10182516213852572 0.10054765459853186 -0.032303027088175361 0.083998652390370049 -0.10135058143674774 0.0015307555508536845 0.031397833041299394 0.091882416572717826 0.092446155652866985 -0.10108242521312755 0.043274742177114668 0.012562826799188652
leaf_weight=12.593691447609023 2.1877423764235564 1.1627427991479624 1.7715379864312124 1.1437856229022147 1.6791664531247077 1.1487166741862882 1.0964473816566163 1.7918484525289389 1.1237288271076975 0.37213327549397845 1.4326180178904895 0.2745291305302463 31.586363985666683 1.0790617828862907 0.43186245845572546 0.13231482759510982 0.098393468042654142 0.044864188608244149 0.068775275045595552 0.072913190553663298 0.052574750532585313 0.052907029496584657 0.025101543287746608 1.6067092239144463 0.078548475778006832 0.028477395886511658 0.022286049024842214 0.024272636824370863 0.015479177003726363 1.3595291913952676
leaf_count=1015 34 12 52 22 44 15 9 27 33 18 15 8 1807 27 21 10 51 15 22 13 11 115 4 425 42 12 7 107 3 38
internal_value=7.7107e-06 0.000313385 0.00370648 0.00708414 0.016682 -0.000195935 -0.000528623 -0.00611164 -0.00152819 3.92751e-05 -0.000409812 5.2804e-06 0.00042689 0.000122723 -0.000398754 -0.0295848 0.0120323 -0.0348293 0.00550804 0.0140572 0.0354616 0.0139978 -0.00802197 -0.00118431 -0.0307948 0.00835019 0.0319631 0.00445824 -0.0448704 0.00689637
internal_weight=64.5591 51.9654 6.78223 5.01069 2.82295 45.1832 44.0205 4.06429 2.91558 39.9562 37.5002 37.1281 35.6954 35.4209 32.2938 0.707435 0.275572 0.143258 3.12711 1.37307 0.294012 0.221099 0.168192 1.75403 0.147324 0.14309 0.0905153 0.0620379 0.0397518 2.45598
internal_count=4034 3019 152 100 66 2867 2855 75 60 2780 2733 2715 2700 2692 1904 97 76 66 788 299 272 259 144 489 64 140 129 117 110 47
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 2 2 2 2 2 2 1 0 0 2 2 2 2 2 0 2 0 1 0 0 2 1 1 1
split_gain=0.00204043 0.0217087 0.0285261 0.0231463 0.0167976 0.0156048 0.0136295 0.00821186 0.00708233 0.0141359 0.0075285 0.0108725 0.00699182 0.00680113 0.00600006 0.0187055 0.0659267 0.021157 0.0352534 0.0172366 0.0130294 0.0140692 0.00502241 0.0058216 0.0485062 0.023895 0.0528702 0.0700675 0.0362063 0.00499689
threshold=0.5654770815500002 0.43837010870000009 41.674196414850009 0.4445375887000001 0.57402472980000019 0.45368402140000008 40.80591513400001 39.458743938000005 42.402981339000007 42.434124620650003 39.184300550350009 38.903925214650009 0.48459626955000007 0.5696985120000001 0.54646567465000018 38.748048509250005 40.206947806850003 39.110279783550006 39.337369931850013 37.52517992975001 0.55481871800000016 41.942745071500006 0.54562737640000014 0.42114008565000011 0.54386096225000014 0.54300769440000007 39.256147742250008 0.42780156285000009 0.42922367590000005 0.41911918805000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 6 4 -3 7 -2 -5 10 -10 11 -7 -11 -9 22 19 17 -17 -19 -16 21 -18 23 29 25 26 -25 -28 -29 -1
right_child=1 3 -4 5 -6 8 -8 13 9 12 -12 -13 -14 -15 15 16 20 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=2.7138582694300075e-05 0.033824466508683364 -0.10201506615951453 -0.0027194598764547738 0.013328298526479269 -0.007047791926392097 -0.10024067024341499 0.10077463711829321 0.0056138093193711389 0.10030073657278092 -0.10027307497504311 -0.10046840889868675 0.036596499208042914 0.042591755245607793 -0.0057203619941198084 -0.0079621524817555384 -0.10298694346969405 -0.040949888088438247 0.0036578071026010894 -0.10110724119026251 0.016840960686860657 -3.1098264597275066e-05 0.0016425670510838706 0.0090335522301209469 0.0084106028350629785 -0.058652392377920498 0.039196927771581742 -0.10654819237799457 0.099611183814905802 -0.10071348447905813 0.0073814908145417319
leaf_weight=55.650017250035525 0.064607841547971723 0.03758399512958055 0.12434919275284528 0.57999814323215426 0.036922571424110373 0.010326356898277544 0.057441731216385961 1.0499122478067877 0.0090395743027329445 0.011073631506249626 0.027233016458023229 0.013266250337011343 0.004960000332026481 1.0679269728002081 0.50077728669226862 0.080652605669456867 0.17796575362262945 0.080474121437873691 0.053454761575267185 0.6360459960424123 1.5012508421864934 0.13745301725552395 0.6243179924758796 0.55168093376050864 0.15661381077416081 0.14304275496397167 0.099182228185213717 0.03246812078081085 0.012494133855100009 0.93946578100439992
leaf_count=2427 30 28 35 32 18 284 12 5 1 102 245 23 254 67 44 9 26 9 42 38 93 35 15 11 15 5 16 17 72 24
internal_value=8.25231e-06 0.00251364 0.0309897 5.01972e-05 -0.054953 0.00152766 0.0653341 0.00278574 -0.0431909 0.000300879 -0.0646461 -0.0232964 -0.0560779 -0.000101482 -0.000118069 -0.00435618 -0.0101046 -0.0625239 -0.0381569 0.00591504 -0.00391298 -0.022389 0.000112593 1.58744e-05 -0.00756497 0.00197287 -0.00567938 -0.0596057 0.0439449 0.000149231
internal_weight=64.472 3.09464 0.246399 2.84824 0.0745066 2.77374 0.12205 2.69784 0.0758988 0.0250732 0.0508256 0.0235926 0.0160336 2.11784 61.3774 3.16807 2.03125 0.214581 0.133929 1.13682 1.81667 0.315419 58.2093 57.585 0.995482 0.838868 0.695825 0.144144 0.0449623 56.5895
internal_count=4034 1136 77 1059 46 1013 42 104 909 357 552 307 356 72 2898 296 214 60 51 82 154 61 2602 2587 136 121 116 105 89 2451
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 1 1 1 1 0 0 0 1 1 0 2 2 0 0 2 1 2 2 1 2 0 1 2
split_gain=0.0020218 0.00863258 0.0228855 0.0515561 0.0288104 0.0107853 0.0454201 0.00851598 0.0089089 0.0258376 0.0255713 0.00883506 0.0321327 0.00775134 0.0175248 0.0185909 0.00952076 0.00812155 0.0422315 0.13157 0.0388406 0.0223931 0.0153485 0.0143178 0.00783626 0.00948793 0.0583473 0.02192 0.0342431 0.00966577
threshold=0.47865333370000007 0.47976108500000009 0.3453938505000001 0.3447052483500001 0.34560342505000002 0.34467530910000005 0.34479506600000004 0.34488488370000009 0.34518427590000006 0.3453339720000001 0.34542378970000004 0.48068920095000006 0.48119816770000007 0.48244064550000004 0.34560342505000002 0.34575312120000007 0.48271009850000007 43.157831852650006 42.824128352900011 0.51401155655000019 0.51675099550000014 43.077238082650005 0.37078231190000005 42.622319549950006 43.272784938550004 0.39814676205000005 47.709122305950011 0.53749887730000012 0.4019490434500001 48.226196960950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -3 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 23 -20 -21 -22 -19 -18 -24 26 -26 28 -27 -28
right_child=1 5 4 -5 -6 6 7 8 9 10 11 12 13 14 15 16 17 22 19 20 21 -23 24 -25 25 27 29 -29 -30 -31
leaf_value=-0.001130312461782241 -0.0045815340497872819 0.0094081970797179615 -0.01861141653938049 0.025721052530475859 0.011100538995757567 -0.029597175893870876 0.0107587957999649 -0.0058058346906298651 0.013019806872053048 -0.016976804167626189 -0.01043307804962746 0.019535323210740668 -0.0060606113668552515 0.012308408141436022 -0.012412672425000874 0.013290371725269659 -0.00022282212692853573 0.014019723684715803 -0.065078360999629284 0.10119394418919943 -0.046533679472108097 0.054258634041895716 0.034873754629466458 0.019116450509317044 -0.084998840592996644 0.10116934485441097 0.042264264804742782 -0.0011594483403843088 -0.10062349203963335 -0.0097127718886606245
leaf_weight=12.600420997691698 1.0806075678701743 1.1715804864652444 0.73484618464135543 1.16869033355033 0.58707962387416046 0.52346962317824264 0.72749911993741889 2.6220274600200346 1.5163384107872833 0.89634500947431561 0.78134680976472637 0.85034204101975674 2.075635183751614 1.1615242996485822 1.1993030100129534 0.55107710370794549 30.183806286771564 1.160169896655135 0.33415143072488884 0.070035923272371292 0.046264540862776649 0.042101440562419157 0.060533480500907788 0.3877388103761622 0.087579183317110565 0.044570436537469393 0.07821671012789011 1.5811607901124025 0.010364926397452123 0.065939985595434791
leaf_count=1015 9 15 13 33 34 17 7 32 31 20 23 23 29 27 18 52 1738 28 21 2 33 15 16 39 143 3 10 421 122 45
internal_value=5.73752e-06 0.000282081 0.00502614 0.0111631 -0.00541606 -6.92022e-05 -0.000305159 2.4352e-05 -0.000146132 0.000197507 -0.000269107 9.82021e-05 0.000303965 -0.000113846 0.000219176 -0.000171932 0.000251088 4.06899e-05 -0.000445554 -0.0294939 0.0455722 0.00148821 0.00493127 2.24578e-05 -0.000536649 -0.00168424 -0.0206218 0.000998066 0.0630961 0.018489
internal_weight=64.4008 51.8003 3.57122 2.2493 1.32193 48.2291 47.0575 46.5341 45.8066 43.1845 41.6682 40.7719 39.9905 39.1402 37.0645 35.903 34.7037 34.1526 31.0641 0.492553 0.158402 0.088366 3.08854 30.5715 1.92837 1.86783 0.231736 1.6361 0.0549354 0.144157
internal_count=4034 3019 89 42 47 2930 2915 2898 2891 2859 2828 2808 2785 2762 2733 2706 2688 2636 1848 71 50 48 788 1777 760 744 198 546 125 55
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 1 1 1 0 1 1 2 0 2 2 0 2 0 1 1 1 2 2 1 1 0 0 0 2 2
split_gain=0.00210799 0.0055467 0.0316691 0.0138374 0.0389575 0.0595292 0.0077082 0.014137 0.0151958 0.00849851 0.00937742 0.0242208 0.00823999 0.049306 0.0500719 0.0468896 0.0409017 0.0482613 0.0229936 0.0152077 0.117784 0.012546 0.0279155 0.00934384 0.0508771 0.0144068 0.0361801 0.00794563 0.00698099 0.0451619
threshold=0.31100865245000009 0.47396784530000008 48.86568841230001 42.488347682450005 39.525197829750006 0.32388251845000005 0.34467530910000005 0.34485494450000004 0.47943175355000006 0.34494476210000008 0.34515433670000012 41.360869295700006 0.48098859315000003 42.066503896600004 42.753078181500008 0.47754558250000007 41.535369675400013 0.47916230050000003 0.34518427590000006 0.34527409360000011 0.34542378970000004 40.750688432250008 40.280372415600006 0.34566330350000002 0.34569324270000007 0.4815274992000001 0.48244064550000004 0.48271009850000007 43.157831852650006 42.67709657435001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3 8 -8 -9 11 -11 13 16 15 -15 21 -18 -14 -20 -21 22 -12 -22 -25 -26 -27 -28 29 -29
right_child=1 6 -4 -5 5 -7 7 9 -10 10 12 -13 18 14 -16 -17 17 -19 19 20 23 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.003235021138980586 -0.0017379030709995765 0.0048452213136536268 -0.038412581747822916 0.0076183004677461384 0.04132594145672247 -0.10259022203264552 -0.019323855444869364 0.0064326962227607802 -0.0014109021542668635 -0.015626578119467119 -0.0012591361011120041 0.0046018302174843451 -0.021178525056650174 -0.011309520565485402 -0.0055155979372498486 -0.10283101823338398 0.0074597243961156499 0.047748738451678506 0.013419091560602942 -0.066885685126082547 0.0060062636919300562 -0.0011051484299664418 0.019187794660723387 -0.037447935145035964 -0.0098322803115644918 0.036765241273941214 0.012069614668633152 2.6496716405974184e-05 0.0044722760099237605 -0.026386910892977174
leaf_weight=1.9605188975222194 1.0425644651939423 3.2323699963369625 0.2509831905554164 1.0187431753097564 0.041347516569658072 0.094272625004208521 0.78149863253747653 2.0559173053024997 1.2019149325788019 1.2775009223842055 1.441954252154565 1.102987398904588 0.5270369783975245 0.11472182104444062 1.6120759365416573 0.10932658462570544 0.76477404512115732 0.4864300339249894 0.80879385024309058 0.26494230725802381 2.440582593670114 3.1336266335833898 1.2435525714827234 0.36664533661678333 1.4360160849755548 0.2712655804761529 0.54639155833865416 30.975120007758559 3.0657216474716114 0.66114359439687476
leaf_count=196 223 58 20 131 19 120 33 28 24 18 37 36 5 24 113 40 26 26 17 16 47 26 18 18 15 8 52 1754 788 98
internal_value=6.3155e-06 -9.51743e-05 -0.00476097 -0.000916511 -0.00829632 -0.0587134 9.54299e-05 -0.000175396 -0.00846891 0.00012529 -0.000121003 -0.00625385 0.000169411 0.0029285 -0.011672 -0.0559683 0.00672015 0.0231229 -0.000424678 -0.000156829 -0.000431141 0.00319331 0.00820903 1.16489e-05 -0.000380351 -1.25956e-05 0.000384402 0.000104422 -8.39734e-05 -0.000525498
internal_weight=64.3307 62.3702 2.44791 2.19693 1.17818 0.13562 59.9223 56.6899 1.98341 54.7065 52.6506 2.38049 50.2701 8.90646 1.83612 0.224048 7.07034 1.2512 41.3637 40.8366 40.0278 5.81913 2.68551 39.7629 37.3223 36.9557 35.5196 35.2484 34.702 31.6363
internal_count=4034 3838 513 493 362 139 3325 3267 57 3210 3182 54 3128 310 177 64 133 52 2818 2813 2796 81 55 2780 2733 2715 2700 2692 2640 1852
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 0 1 2 0 0 2 1 0 2 0 2 2 0 0 2 2 2 2 0 1 1 0 0 0
split_gain=0.00243136 0.0142668 0.00562041 0.054614 0.0507951 0.0491503 0.0374979 0.0137837 0.0603703 0.045207 0.0137259 0.0941204 0.167696 0.0365375 0.0279347 0.0136928 0.038004 0.112226 0.0254077 0.0135856 0.00975902 0.0447197 0.0167042 0.0218362 0.054804 0.0151957 0.0184753 0.0277308 0.0286957 0.0155369
threshold=41.218101594450012 41.147265497500008 0.37078231190000005 0.50278434775000014 0.51401155655000019 37.784765830350004 0.51191581090000016 0.36006406990000012 35.509685375550013 0.48597347385000006 0.5223196910500002 40.137820134150012 0.38906020780000011 0.5231430197000001 41.035283712600005 0.52770875125000016 36.010074051050005 38.748048509250005 0.53158588065000012 0.53749887730000012 40.563919884450009 40.720231579350006 40.377444152000002 40.206947806850003 0.48306936920000004 0.34521421515000011 0.34479506600000004 0.47817430615000006 0.47464147780000004 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -4 -7 9 -9 20 11 12 -6 -12 15 16 -15 -18 -17 -20 22 -22 23 24 25 26 27 28 -1 -27
right_child=-2 -3 4 -5 10 6 -8 8 -10 -11 13 -13 -14 14 -16 18 17 -19 19 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00057103571077966994 -0.00062789502653217528 0.019272605305636993 0.0051623356450736782 0.028768586763971989 0.04017068167592814 -0.10810865926182189 -0.022231657734983243 0.0092140353649746466 -0.039914337550746276 0.024608105478167754 0.024103174749276961 -0.050650958296104644 -0.055025643883585579 0.0042591424537935726 0.029671687640082302 0.026286219509463988 -0.10424829407895353 0.0070902122741715937 -0.016081298990841406 -0.00018081350665163676 -0.027039014097137777 0.0008179078300301943 0.0090319702278727643 -0.0098664830837164527 0.027640595740648075 0.0021771932112615252 0.012044080189902443 -0.019714010028931243 0.040549173324005275 -0.01853778618324747
leaf_weight=1.6613797146261817 31.21131927651502 0.40430244265132742 0.15044826736437045 0.71143507001397743 0.55979588499758282 0.11464609048452701 0.091366724343401984 0.61726025523898431 0.42053497868258205 0.78328796371352005 0.64017086254898359 0.39261280931532383 0.27642048294546839 0.53832173277259876 0.30345638381641116 0.35337638852774844 0.15011788332424203 0.22808173579687718 0.56324993129601253 11.686858012677979 0.7099893027373122 3.059970459739219 2.2982159468811005 1.9422867154025878 0.74896303424611677 0.62435613359928044 1.2510193975571691 0.70195574755780388 0.18901784724585002 0.86189507998096815
leaf_count=186 2202 31 22 27 33 40 5 24 45 58 21 9 30 10 24 44 32 36 30 815 71 53 24 21 8 49 41 12 10 21
internal_value=4.99886e-06 0.000602958 0.000371635 0.0016628 -0.000962385 -0.0382897 -0.0700222 0.000447689 -0.0106937 0.00122724 -0.000114478 -0.010261 0.00870249 0.000747572 -0.000334036 -0.00100751 -0.0128089 -0.0371031 -0.000149324 -0.000911905 -7.63348e-05 -0.00442833 0.0015198 -0.00064344 0.00232311 -0.00126161 0.00208889 -0.00279058 0.00362939 -0.00983567
internal_weight=64.2461 33.0348 32.6305 16.5816 16.0489 0.356461 0.206013 15.8701 1.0378 14.8323 15.6925 1.22883 0.836216 14.4636 13.8235 13.52 0.916521 0.3782 12.6035 12.2501 14.049 3.76996 10.2791 7.98087 6.03859 5.28962 3.80337 2.55235 1.8504 1.48625
internal_count=4034 1832 1801 650 1151 67 45 623 69 554 1084 72 63 1012 991 967 78 68 889 845 496 124 372 348 327 319 249 208 196 70
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 0 1 2 2 1 2 0 1 2 2 1 2 1 1 0 1 0 0 0 0 2 0 1 1 0
split_gain=0.00337677 0.0347775 0.0196544 0.0244853 0.00344163 0.00562975 0.0147227 0.0991413 0.0403859 0.0198867 0.0317178 0.0274791 0.032951 0.0251456 0.0183305 0.0141193 0.00768945 0.00466594 0.0102056 0.0158079 0.00649257 0.00601864 0.0054671 0.0289227 0.0195415 0.0160814 0.0473029 0.02608 0.0234945 0.00959371
threshold=0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31100865245000009 0.39672464895000009 0.32388251845000005 48.96897326980001 48.778770352700008 0.34311846950000008 38.064633603500006 0.46989611090000011 0.34219035360000005 37.198331469900005 35.171584490050009 0.32058920395000007 35.782584506850007 0.34467530910000005 0.34485494450000004 0.47943175355000006 0.34488488370000009 0.47736594710000008 0.4778150355000001 0.47769527860000011 0.47736594710000008 41.646178195200001 0.47700667645000011 0.34524415440000006 0.34584293880000011 0.46495613905000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 7 8 15 10 13 12 -12 14 -8 16 -7 21 19 -19 -20 -11 23 24 25 26 -22 -27 -29 -30
right_child=4 -3 -4 -5 5 6 9 -9 -10 17 11 -13 -14 -15 -16 -17 -18 18 20 -21 22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.10049289866442601 0.0043074687781938844 -0.087971196464522769 -0.10018973751861922 0.066037409675849021 -0.0073920111009447582 0.01927867194413653 0.043008275789880673 -0.10200111858363232 0.10135633335104009 -0.001603200199005779 -0.10077492839791212 -0.10219107202302052 0.025684950728489409 0.076489113249618212 -0.10111611115004465 0.03280888399785812 -0.10039508832267344 -0.018295820489892662 0.013500889950827932 -4.3351851342355694e-05 -0.0066078330696883111 0.0062755326601246358 -0.00028262699374570157 0.013100494096215718 -0.02942396731860928 -0.0029593189730635233 0.046460329826273919 -0.082929765009727333 -0.055492674037169711 0.05269792869778215
leaf_weight=0.010339793936565367 1.83241780969547 0.044093312988479738 0.01132324687205255 0.060432034602854401 1.0381494470086412 0.0083007279026884317 0.015732482948634607 0.04870589220081456 0.10027933865785599 1.5586092203706616 0.03161687016279302 0.068695467475663463 0.059156379895284772 0.041549244982888922 0.020098314370443404 0.062418262474238873 0.015201879750772918 0.78216424796779094 0.35758355771031247 1.2062636530026791 0.56752720734366302 2.5655993495838629 50.700824843798557 1.7129057073034346 0.27808707219082873 0.59916512403469824 0.23857351089827716 0.084073354406754675 0.012770521825169467 0.022881317682390545
leaf_count=123 16 35 10 12 54 5 38 9 4 33 60 12 8 7 6 21 59 36 29 24 117 32 3020 15 22 41 9 67 91 19
internal_value=3.91752e-06 -0.0163384 0.0221356 0.0417073 3.61248e-05 -8.97156e-05 3.42383e-05 0.025021 0.0582473 -6.21041e-05 -0.0289822 -0.0544735 -0.0183618 0.0235517 -0.0378344 0.00793412 -0.0581283 5.07649e-05 -0.000186005 -0.00722311 7.03931e-05 0.00329802 -1.81869e-05 0.00379507 -0.005045 -0.000599412 0.00909822 -0.0114735 -0.0540827 0.013944
internal_weight=64.1555 0.126188 0.0820951 0.0707718 64.0294 62.1969 61.1588 0.234906 0.1862 60.9239 0.236849 0.159469 0.0907733 0.07738 0.0358308 0.0859209 0.0235026 60.687 56.5628 1.98843 54.5744 4.12421 54.2168 3.51598 1.80308 1.52499 0.806101 0.71889 0.119725 0.0356518
internal_count=4034 180 145 135 3854 3838 3784 98 89 3686 131 80 68 51 44 85 64 3555 3490 60 3430 65 3401 381 366 344 126 218 177 110
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 2 1 0 2 0 0 0 0 1 1 1 1 0 2 2 0 0 1 1 2 2 0 1 1
split_gain=0.00267347 0.00562166 0.0423097 0.00472353 0.00320647 0.025593 0.0128679 0.0161388 0.0419381 0.0220489 0.0849249 0.0241851 0.0198323 0.0630687 0.0612133 0.0494779 0.141664 0.0830392 0.0396042 0.0385741 0.0913265 0.0287352 0.018757 0.0476306 0.0243477 0.160004 0.0767017 0.0182641 0.0583813 0.017818
threshold=35.171584490050009 0.38906020780000011 0.54386096225000014 0.36575252235000005 40.633548727200008 40.583589072600013 40.563919884450009 0.39072183470000005 0.53833717555000005 40.316494640950005 0.52770875125000016 0.52925062125000011 0.52005927965000021 0.5231430197000001 0.39019789825000006 0.37078231190000005 0.38052752915000004 0.37473428940000003 0.48597347385000006 37.445036092900004 39.861052345600008 0.50086823750000009 0.5398790455000001 0.40509266190000009 0.42039160505000012 40.316494640950005 39.952536079750011 0.54228915300000013 0.44805544745000009 0.43590012275000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 12 9 10 -9 -12 15 14 -14 18 17 -17 -2 21 -21 -20 -10 -24 -25 26 27 -26 29 -29
right_child=4 2 -4 -5 -6 -7 -8 8 22 -11 11 -13 13 -15 -16 16 -18 -19 19 20 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00062159404013029085 0.0010613534932076495 0.069960188740185683 -0.0066659853612451615 -0.01272176736469671 -0.00045202200852688981 0.019446022258749741 -0.014173931696091794 -0.088505205629093017 0.0072849753282602557 -0.00020516786495602434 0.012241139976089437 -0.023566977128754954 0.0045899586977490433 -0.0060287299333786097 0.056467624114101438 -0.029034038856718805 -0.08560180106930311 0.054830465763571694 0.025628696890348864 0.0058915911482701902 0.087273861859843649 -0.017311923626416221 0.054794919312690371 -0.014105317812540975 0.016347746872493612 -0.10996930419783287 0.066192905509262698 -0.1013193814292862 0.001696339581989494 -0.025238287498806813
leaf_weight=0.58088302961543303 10.248148196697988 0.084343594469828587 0.49472288826853489 0.72560525765493367 38.290751626632122 0.73106377108933784 0.58702981004535004 0.17782871390095401 2.6982976095168851 0.51527186825310867 0.26877564130700193 0.63245711844933794 0.44257199275307246 0.90470568719319999 0.46793220099061728 0.26897057471796948 0.24573105876334012 0.21044110064394772 0.29734410380479015 0.33811689042340731 0.23285450821276754 0.32746657682582736 0.13648383162217204 1.7794487547937476 0.59812160872388753 0.12261078843667395 0.20157455273670155 0.073288660259983263 1.3594141600473948 0.05307512813988069
leaf_count=131 269 12 199 29 2475 14 16 73 20 8 22 46 30 25 13 30 14 14 29 34 29 11 6 48 6 25 64 69 242 31
internal_value=2.9652e-06 -0.0037067 0.00449496 -0.00734186 0.000115404 0.00102377 0.000442955 0.000822609 -0.00258166 -0.0172232 -0.0253496 -0.0128879 0.00292021 0.0126708 0.0312513 0.00146575 -0.0238653 0.00777887 0.00307084 0.0202927 0.039081 0.00312329 0.000742522 -0.00334014 -0.00523493 0.00131983 0.00729025 0.00159263 -0.00434726 -0.0693639
internal_weight=64.0953 1.88555 0.579066 1.30649 62.2098 23.919 23.188 22.6009 8.61665 1.59433 1.07906 0.901233 13.9843 1.81521 0.910504 12.1691 0.725143 0.479412 11.4439 1.19578 0.570971 0.624811 7.02232 4.32402 4.18753 2.40808 2.28547 2.0839 1.48578 0.126364
internal_count=4034 371 211 160 3663 1188 1174 1158 660 149 141 68 498 68 43 430 58 44 372 103 63 40 511 491 485 437 412 348 342 100
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 2 0 0 2 2 2 1 2 0 0 2 2 0 2 0 0 0 0 1 1 0 1 0
split_gain=0.00293802 0.0303383 0.00574904 0.0137447 0.00285773 0.00448404 0.0136813 0.0429847 0.0507557 0.0346545 0.0184694 0.011404 0.00949777 0.00612164 0.0145254 0.0479541 0.0257974 0.00622539 0.0055326 0.0100788 0.0200698 0.0107521 0.00505083 0.00550109 0.00705916 0.0035312 0.00964163 0.0114868 0.00525074 0.00477485
threshold=0.31060447290000009 0.39606598605000004 0.39498817400000003 0.37331217625000007 0.31100865245000009 0.39672464895000009 47.709122305950011 48.96897326980001 0.46898296455000005 0.45350438610000005 48.226196960950006 49.122847560300009 49.835088602800006 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46989611090000011 35.171584490050009 39.051326806600009 0.44284602260000011 41.646178195200001 0.43563066975000003 0.55832160710000012 0.55677973715000018 0.51675099550000014 0.34467530910000005 0.34485494450000004 0.47769527860000011 0.34488488370000009 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 13 8 -8 -9 -10 -11 -13 14 16 18 17 -7 -16 21 -21 -20 23 24 -14 29 27 -27 -28 -15
right_child=4 -3 -4 -5 5 6 7 9 10 11 -12 12 22 25 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.031784862176663327 0.0039279180382951334 -0.085133620141275734 0.047999957408068651 -0.10024035299896755 -0.0065913675912986601 0.034597695578950198 0.10122709825280424 -0.10180643873844122 0.037403322907755249 0.096645503818175341 -0.034352334615821212 -0.10022638556336719 0.10009983390120736 -0.0015407449958561789 0.037818314220095274 -0.1019825936924699 0.10090266709087706 -0.039986164207003343 -0.017402674815615804 -0.10110648004396715 0.033360315830013164 0.062558082866615586 -0.10013916685915743 0.10029758133824591 -0.1001318728160501 0.0038720786260182196 0.012131128450871807 -0.012350877296639584 -4.6658549951845361e-05 0.0054839013631492574
leaf_weight=0.027229053854145202 1.8295279930607637 0.041138471296051193 0.039249783148989081 0.011099763535032281 1.0405599585937455 0.015748287293944396 0.090886997058990171 0.044131316506536677 0.081984909861148481 0.014555369249137584 0.063773697235205873 0.0085607394227587008 0.0030129435472190371 1.5589993299095883 0.034155893730485332 0.062339497803350241 0.027172711364983115 0.038674359396196678 0.040214696658040339 0.026392130406748038 0.019156259300586953 0.028903259320941288 0.0026899994860514189 0.0089454511180520058 0.0042363512113681168 0.64765326877796425 0.3564051033818022 1.3383968637790529 53.945415640655213 2.550944588796483
leaf_count=13 16 35 13 119 54 37 4 9 26 5 35 36 1 33 19 12 4 39 39 25 28 11 140 1 72 28 29 32 3087 32
internal_value=3.49225e-06 -0.0157134 0.0210988 -0.00644874 3.26996e-05 -8.21427e-05 2.88698e-05 0.0205623 0.0425783 -0.0399261 0.0060081 0.0250931 -0.0128538 -8.03354e-05 -0.0145058 -0.0283522 0.0213274 -0.0184038 0.00249056 -0.00803259 -0.0445539 0.0160348 0.0267536 0.0478309 -0.0169118 -1.0413e-05 -0.000217028 -0.00706055 3.32693e-05 0.00281929
internal_weight=64.0022 0.118717 0.0775786 0.0383288 63.8834 62.0539 61.0133 0.322778 0.236646 0.0861322 0.145759 0.0420009 0.0274455 60.6906 0.292757 0.211162 0.0815954 0.0544226 0.148822 0.114666 0.0455484 0.069118 0.0188847 0.0161947 0.00724929 60.3978 56.2879 1.98605 54.3018 4.10994
internal_count=4034 180 145 132 3854 3838 3784 329 65 264 61 255 250 3455 214 134 80 76 122 103 53 50 214 74 73 3241 3176 60 3116 65
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 1 2 0 1 2 0 2 2 0 2 2 2 2 2 0 0 0 2 2 0 1 2 1 2 2
split_gain=0.00216157 0.00517562 0.0144898 0.00457064 0.00360178 0.0148828 0.00309482 0.0141097 0.0372466 0.00590644 0.0561391 0.00406628 0.00589632 0.0163869 0.0126068 0.0203623 0.00982158 0.0112572 0.0342945 0.03225 0.0120452 0.0713303 0.0116902 0.00999821 0.0285131 0.0306818 0.0132367 0.00856846 0.00836893 0.00816344
threshold=35.171584490050009 0.53749887730000012 0.36575252235000005 0.54797760550000019 36.242939472700009 0.36698003050000011 37.311503175250003 0.50410167360000013 0.39736834230000012 37.784765830350004 0.52284362740000012 38.064633603500006 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.110279783550006 39.420767558750008 39.525197829750006 0.48028502140000007 0.5223196910500002 0.53043322055000008 39.664548207900005 39.896141435400004 0.53928026105000015 0.37003383130000006 40.003678352300007 0.45280081435000008 38.478081868400004 40.098777110850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 7 -6 -9 10 -8 -11 13 -13 28 -16 27 19 -19 -18 -21 -22 -20 24 25 -24 -25 -17 -14 -28
right_child=4 3 -4 -5 6 -7 9 8 -10 11 -12 12 14 -15 15 16 17 18 22 20 21 -23 23 26 -26 -27 29 -29 -30 -31
leaf_value=-0.00059284344746830667 0.030731287560425504 0.0074813136617193805 -0.029423104692280818 -0.0056932859886290842 0.011019982607606634 -0.00065549105684079619 0.051073238222248511 -0.041849970960326666 0.0024413428312752465 -0.0073973885567973317 -0.0056081820582981829 -0.0020955202497208686 -0.005337744012597111 0.017867686175655855 0.015453645469962791 -0.02261986523349099 -0.0046141161303483152 -0.025065982513798681 0.0163181532196554 0.013237610511508192 0.10139450680269407 -0.01287206703823502 0.00090863918090829392 0.0077145493902871995 0.0033027691549866382 -0.03998464790009492 -0.010300619181888621 -0.0023058015031219895 -0.027075549763746033 2.3299379418636007e-05
leaf_weight=0.58122116959044801 0.1961296635618025 0.56206687017402135 0.24901534652713053 0.49545247506629442 0.38456825594254385 0.65763611131009925 0.22932291993674647 0.28178920470935509 0.58204043525631222 0.73575927114838791 0.73408652718951251 1.0318964153200529 0.53184215215300601 0.68357100494947198 0.84917418093634367 0.35666390476762799 0.56574567500501771 0.54790960835066371 0.43977050956454533 0.17837762587805628 0.11739749647676945 0.10217938179010844 0.32326846173963986 2.2434442945129254 1.0401524963685309 0.42428043208201416 0.77852923634105664 0.49694681578431243 0.26553294951815043 47.294075898946311
leaf_count=131 39 9 35 196 68 76 28 24 95 66 50 30 15 46 46 30 7 47 31 13 6 34 21 30 27 34 48 18 47 2687
internal_value=3.06251e-06 -0.00333048 -0.00923999 0.00130896 0.000104443 0.00655477 1.44853e-05 -0.00491348 -0.0120069 0.000117071 0.00788385 -9.73845e-06 8.35422e-05 0.00585932 -9.1652e-05 8.68914e-05 -0.000150758 1.73081e-05 -0.000177119 0.0107285 0.0325401 0.0482209 8.24156e-05 -5.46186e-05 -0.00740369 -0.0223008 0.00020649 -0.0107936 -0.0125766 -0.000143895
internal_weight=63.9598 1.88776 0.830237 1.05752 62.0721 0.853766 61.2183 1.2484 0.86383 59.9699 0.963409 59.0065 58.2708 1.71547 56.5553 55.7579 54.9087 54.0551 53.0914 0.9637 0.397955 0.219577 52.5435 52.1038 1.7877 0.747549 50.316 0.853611 0.797375 48.0726
internal_count=4034 371 166 205 3663 115 3548 187 119 3361 78 3283 3217 76 3141 3079 3033 2985 2925 60 53 40 2878 2847 82 55 2765 48 62 2735
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 2 2 2 2 2 2 1 0 0 1 1 1 2 2 0 2 2 0 1 0 1 0 0 1
split_gain=0.00214676 0.0171372 0.02623 0.0203913 0.0162469 0.0141021 0.0133568 0.00673342 0.00630709 0.01268 0.00711569 0.00961756 0.00636619 0.00461856 0.00445084 0.0079173 0.022902 0.0454258 0.0529473 0.0293739 0.0853564 0.0711481 0.00755426 0.00682129 0.00667299 0.022708 0.0109517 0.0147062 0.0183001 0.0142117
threshold=0.5654770815500002 0.43837010870000009 41.674196414850009 0.4445375887000001 0.57402472980000019 0.45368402140000008 40.80591513400001 39.458743938000005 42.402981339000007 42.434124620650003 39.184300550350009 38.903925214650009 0.48459626955000007 0.5696985120000001 0.56341127510000011 0.45036076765000005 0.42780156285000009 0.44922307715000004 42.310579034350006 41.066313126200008 0.54386096225000014 39.337369931850013 43.084235337800003 0.55609113500000007 0.42114008565000011 0.54797760550000019 0.41988263825000011 0.5398790455000001 0.54228915300000013 0.41714319930000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 6 4 -3 7 -2 -5 10 -10 11 -7 -11 -9 15 16 24 18 19 20 -18 -22 -20 -24 26 -26 27 29 -29 -1
right_child=1 3 -4 5 -6 8 -8 13 9 12 -12 -13 -14 -15 -16 -17 17 -19 22 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=7.9466781870190988e-05 0.031478282066379246 -0.10190096394377164 -0.0030504899663247598 0.012514290877199212 -0.0063709954372644139 -0.10021723222820574 0.10070206775945001 0.0050628895005580482 0.10027245989929592 -0.10024646511772642 -0.10041986747957954 0.03269656415921695 0.039010647840530557 -0.0042676623099290852 -0.0080172196046545581 -0.010208709168604981 0.092897523844830243 0.10151322912947967 -0.10152545783473088 0.0495101796157153 0.036681027460022553 -0.10304565902862975 -0.10072462178215474 0.044484654265167692 -0.017785203592046744 0.0068748003677292311 0.010810832789680203 -0.021264804041065101 -0.0028873460754590937 0.011320297902400555
leaf_weight=51.643837426088012 0.060196610547279206 0.034340684251276676 0.12529501676806376 0.57684353628295859 0.036967846213631361 0.0093245485098555347 0.051909888163208961 1.045893479138613 0.0081944521516561508 0.010014666781842152 0.024727312782523825 0.013081852162358132 0.0048836721362732769 1.0765818759609898 0.70651998742857713 0.75512108775544007 0.064321037585611529 0.061523997806943953 0.042765898366269539 0.20460768319776435 0.062483784677986876 0.087438939774074242 0.0055030913519846245 0.0078492524173725542 0.82756788461767772 0.68045010306559561 0.93571090768091281 0.66479991787673443 2.9299929064621324 1.1497715640470847
leaf_count=2356 30 28 35 32 18 284 12 5 1 102 245 23 254 67 47 44 8 3 11 23 42 23 76 4 34 35 25 20 129 18
internal_value=3.97555e-06 0.00258041 0.0283912 0.000423488 -0.0523762 0.00178294 0.0635317 0.0029339 -0.042457 0.000357607 -0.0634336 -0.0226163 -0.054598 0.000330159 -0.000126403 -3.36768e-05 9.57414e-05 0.0206633 0.0101906 0.0224118 -0.00346787 -0.0448113 -0.0810245 -0.0153625 -9.18156e-05 -0.00665808 8.09223e-05 -9.71302e-05 -0.00628597 0.000324276
internal_weight=63.9085 3.07826 0.237402 2.84085 0.0713085 2.76955 0.112106 2.69932 0.0702265 0.0230928 0.0471337 0.0224064 0.0148983 2.12248 60.8303 60.1237 59.3686 0.536494 0.47497 0.418851 0.214244 0.149923 0.0561182 0.0133523 58.8321 1.50802 57.3241 56.3884 3.59479 52.7936
internal_count=4034 1136 77 1059 46 1013 42 104 909 357 552 307 356 72 2898 2851 2807 190 187 96 73 65 91 80 2617 69 2548 2523 149 2374
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 1 0 0 1 0 2 0 2 0 1 0 0 2 2 0 2 2 1 2 2 0 0 0
split_gain=0.00211066 0.0106613 0.0057244 0.0431336 0.0733623 0.152134 0.108425 0.0326278 0.0578193 0.029049 0.0185123 0.0304813 0.0231311 0.017133 0.0217077 0.228016 0.177121 0.179198 0.196639 0.0395735 0.0436395 0.0163047 0.0162843 0.0282701 0.0311754 0.0202592 0.0273121 0.0470725 0.0199492 0.0369952
threshold=41.218101594450012 41.147265497500008 0.34569324270000007 0.48098859315000003 41.827117825850003 41.919251152600005 42.141702038450013 0.34554354660000003 0.47883296910000012 0.47916230050000003 0.34587287805000005 0.48200652675000005 41.741384785950011 0.48597347385000006 41.827117825850003 0.49336846205000007 0.36575252235000005 0.52688542260000015 0.53749887730000012 41.571132012400007 41.605323437500005 0.47883296910000012 41.965809985500009 42.066503896600004 0.34674111555000003 42.094663496250007 42.310579034350006 0.55074698365000019 0.52507409960000018 0.49485045360000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 -2 -9 21 12 -12 -5 -13 15 -15 -17 -18 -19 -20 -21 -8 -16 -24 -25 -26 27 -27 29 -28
right_child=2 -3 3 10 5 6 9 8 -10 -11 11 13 -14 14 22 16 17 18 19 20 -22 -23 23 24 25 26 28 -29 -30 -31
leaf_value=0.00036433362525465659 -0.00065900359901447444 0.016829266842423984 0.10151910009224639 -0.0033010043647396445 -0.11604890397300141 0.10185732615881227 -0.017510535495814227 0.0057122230410447906 -0.039675083875727962 -0.10233512333531425 -0.022160871129874655 0.0068282730338889213 0.021497479369785789 -0.1149477103835152 0.014098556187991319 0.1017662619817737 -0.10239995566451957 0.03252466223983163 -0.10429371412991502 0.06517368740797537 -0.10084745691972277 0.10024602935193146 -0.021309237867708289 -0.021419949946291129 0.018921568454207238 -0.10232606671325309 -0.0011577695809890584 0.018862421151967276 -0.0027877413928268291 0.023439895834284543
leaf_weight=32.325783548417554 13.092605892878224 0.39811182328560235 0.11177099743782015 0.68350085290148921 0.07627196849568918 0.14441826337758812 0.057106835902873243 0.52852560783735103 0.59852237915401929 0.036972181954297412 0.66528502019354974 2.7508899397216728 0.83643899709568359 0.19179151952266593 0.72678138846947504 0.15621346561238159 0.18281812159909783 0.68344649506616406 0.15321253970392945 0.034702367448815608 0.029116974521608441 0.014807019382715225 0.66524465180464076 0.62611647322773833 0.63270979421213169 0.068219265502193482 1.6220858111397403 0.060454159140931552 4.7239999940451494 0.98137525235871814
leaf_count=1801 565 31 27 7 4 7 141 18 29 10 8 32 59 3 45 8 35 12 41 10 48 2 38 5 10 20 31 28 794 165
internal_value=3.86274e-06 0.000564642 -0.000585527 0.00065766 0.0315092 0.00776634 0.0450481 -0.00206443 -0.0183908 -0.0302994 -0.000168848 -0.00123754 0.0103459 -0.000263379 -0.00195413 -0.0134802 0.00222004 -0.0121347 0.00619123 -0.0767343 -0.0105719 0.00673547 -0.000321863 -0.00143916 7.75933e-05 0.00174161 0.000283759 -0.0453885 0.00108578 0.00811433
internal_weight=63.8593 32.7239 31.1354 16.9158 0.441347 0.329576 0.253304 14.2197 1.12705 0.108886 16.4744 14.9545 1.51994 14.2892 11.5383 1.4313 1.23951 1.0833 0.900478 0.217032 0.0638193 0.0719139 10.107 9.38021 8.71496 8.08884 7.45613 0.128673 7.32746 2.60346
internal_count=4034 1832 2202 1590 191 164 160 612 47 153 1399 1333 66 1325 1293 157 154 146 111 99 58 143 1136 1091 1053 1048 1038 48 990 196
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 2 2 1 2 2 1 2 1 0 0 2 2 0 2 2 2 2 0 1 1 2 1 2 0
split_gain=0.00201137 0.0148797 0.0220238 0.0174667 0.0155294 0.0124063 0.00558394 0.0113497 0.00711914 0.00784697 0.0122817 0.00582297 0.005296 0.00408818 0.00388759 0.00381388 0.0182146 0.0542429 0.0406452 0.0647919 0.021581 0.0199074 0.0134115 0.00794454 0.00595945 0.00391636 0.0328384 0.103985 0.0907766 0.0359111
threshold=0.5654770815500002 0.43837010870000009 41.674196414850009 0.4445375887000001 0.57402472980000019 0.45368402140000008 42.402981339000007 42.434124620650003 0.46280051495000007 39.184300550350009 38.903925214650009 0.48459626955000007 39.458743938000005 0.48627286610000009 0.5696985120000001 0.54646567465000018 38.748048509250005 40.206947806850003 0.55257327625000008 41.942745071500006 39.110279783550006 39.256147742250008 37.52517992975001 0.55832160710000012 0.43639411995000005 0.42114008565000011 39.256147742250008 0.42473279245000012 40.636252116050009 0.54499865270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 4 -3 12 8 -8 -7 10 -10 -9 -5 -13 -14 25 22 20 19 -19 -18 -22 -17 -20 -23 -1 -27 -28 -29 -30
right_child=1 3 -4 5 -6 6 7 11 9 -11 -12 13 14 -15 -16 16 17 18 23 -21 21 24 -24 -25 -26 26 27 28 29 -31
leaf_value=0.00017070237616191301 0.060290964411912312 -0.10172395847188585 -0.0017904822175680507 0.011336160550800022 -0.005770344188477862 -0.10031476732038468 0.10024715429438086 -0.10022239566614675 -0.100144710833672 -0.10044919615433359 0.1000222619897841 0.098323778790106564 0.0048429609615649087 -0.10001591193864399 -0.0037138283799214183 -0.0055625029054957578 -0.10262638862575767 -0.10234232647869071 0.0096662601048219214 0.0040404913986421915 0.0068450758384170363 -0.1006360272186133 0.016246708534464149 -0.0046884854556698023 -0.039146147074032529 0.0093502758022710585 -0.10435863014934404 -0.099149355253757898 0.058826214569831441 -0.030007722611740631
leaf_weight=56.553288926631708 0.1064860128581161 0.031024199483113413 0.12332222213677824 0.57156039757360622 0.036961622051350673 0.022913043692932955 0.0074370740912854663 0.0090385375414996361 0.0048258955469419615 0.0076105622375415285 0.0084022744753013967 0.003301632687119139 1.0442912094295027 0.0015165928651867944 1.0801393407209827 0.50851767161270023 0.072224754767375887 0.10234526078147599 0.72430856987051562 0.12993238795408502 0.061086861067451537 0.035132079739923938 0.63290290142322192 0.82434208584572843 0.028586540492142376 0.57455921405903598 0.12384577263219398 0.065288097364827991 0.16633781205913944 0.062644364913012396
leaf_count=2460 42 28 35 32 18 71 1 102 244 222 15 5 5 249 67 44 9 20 44 28 5 24 38 62 22 17 14 5 100 6
internal_value=2.9559e-06 0.00250495 0.0269761 0.0005171 -0.0495572 0.00175009 -0.0414054 0.000592998 -0.0618458 -0.0195477 0.0269974 -0.0528925 0.0027913 0.035894 0.000492372 -0.000123198 -0.00352874 -0.00933359 -0.00382543 -0.0428335 -0.059121 -0.0339445 0.00653042 0.00202527 -0.0730494 6.14053e-05 -0.00616531 -0.0274862 0.00486606 0.0345233
internal_weight=63.7242 3.05883 0.229808 2.82902 0.0679858 2.76104 0.0650456 0.0212938 0.0437518 0.0208387 0.0132282 0.0138568 2.69599 0.00481823 2.12443 60.6653 3.11938 1.97796 1.78093 0.232278 0.19703 0.124805 1.14142 1.54865 0.0637186 57.546 0.992675 0.418116 0.29427 0.228982
internal_count=4034 1136 77 1059 46 1013 909 357 552 481 259 356 104 254 72 2898 296 214 154 48 60 51 82 106 46 2602 142 125 111 106
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 2 2 2 2 1 1 0 0 1 2 2 1 1 2 2 0 2 0 2 1 2 2 1 2
split_gain=0.00210387 0.0209963 0.0359831 0.0445402 0.00640151 0.00620132 0.0190721 0.0255177 0.0400181 0.0707717 0.0139983 0.0872139 0.069632 0.0613615 0.0530488 0.0246087 0.0118828 0.0105052 0.0294673 0.00449522 0.00407551 0.00367812 0.0143404 0.0549681 0.0244356 0.0238615 0.0404186 0.0170848 0.0113541 0.0110113
threshold=0.45280081435000008 0.56065686655000013 0.46280051495000007 0.4662734648500001 42.522337019050006 0.56294721715000018 42.558389508100007 39.458743938000005 39.420767558750008 39.011793722550003 0.42651417625000004 0.45036076765000005 0.54064249575000012 0.54499865270000014 0.43590012275000006 41.385032804600009 40.80591513400001 0.45206730335000006 0.43639411995000005 37.784765830350004 42.536568606950006 0.5398790455000001 38.400997490450003 0.54228915300000013 40.340071172300007 0.41911918805000009 40.890797847750008 40.523311941050004 0.41714319930000004 37.198331469900005
decision_type=2 2 2 2 2 2 2 2 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 19 -4 -5 10 7 8 9 -7 21 12 -12 -14 15 -15 -9 18 -18 -3 -6 28 29 -24 -25 27 -27 -26 -1 -23
right_child=1 2 3 4 20 6 -8 16 -10 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=5.2279617933778574e-05 -0.10073000654065217 -0.0014735708562034139 0.075975273340746205 -0.10084616693767512 0.10009828539006518 0.059350627002401325 -0.0037617300737439185 -0.0035175244491056235 0.10071092113308502 -0.10302928480753211 -0.099570743047533661 -0.1042956690417885 0.08508331029962854 -0.10267109848994807 0.018925280114435103 -0.0027662969220805765 -0.0050976112160363747 0.0053817503317449902 0.052246234279053796 -0.014513335580268159 -0.10001738522058819 -0.0038411056728427095 -0.030826895241340631 -0.016325008517417864 0.008675886352089197 -0.0027375199507445741 0.036930407414930796 -0.01551629489875629 0.010134871281144615 0.010179088075465036
leaf_weight=51.522323166328938 0.02208912621811121 0.49963672497041078 0.10411826492668289 0.01925962953096147 0.0029663669411092988 0.088124874856453927 1.5329492261339863 0.62080465235339921 0.078623611479997635 0.038596276805037633 0.061364912442818276 0.09315622434951365 0.095840943073881135 0.065258078640596295 0.26885234319956908 0.039627685546747671 0.1575394778046757 0.51846042275428772 0.20783229278140425 0.5614403900932956 0.0015491992862450843 1.0161829608475721 0.72792498812850714 0.70433811435032145 0.53020420670509361 0.53834956581704296 0.49125794265637523 0.64953306892056162 1.1416376341071401 1.2483674374234395
leaf_count=2356 19 31 24 478 1 72 85 38 4 5 93 6 10 54 33 7 11 2 37 147 273 30 24 31 2 10 37 72 22 20
internal_value=-8.06585e-08 -0.00412822 -0.00233352 0.0477752 -0.0757209 7.99907e-05 0.00433785 0.0115989 0.0446662 0.00989353 -0.000153274 -0.0150506 0.000607748 0.0136991 -0.00460653 -0.0649253 0.00708603 0.014534 0.027521 -0.00837321 0.0314427 5.46625e-06 -0.00236088 -0.00624662 -0.000105731 0.00506497 0.0161893 -0.00464371 0.000270848 0.00388774
internal_weight=63.6482 1.21106 1.18897 0.127893 0.0237752 62.4372 3.24293 1.70998 0.205345 0.126721 59.1942 0.6241 0.530944 0.469579 0.373738 0.104886 1.50464 0.883832 0.365372 1.06108 0.00451557 58.5701 5.90616 3.64161 2.91368 2.20934 1.02961 1.17974 52.664 2.26455
internal_count=4034 973 954 776 752 3061 254 169 81 77 2807 203 197 104 94 61 88 50 48 178 274 2604 226 176 152 121 47 74 2378 50
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 2 0 2 0 1 0 2 2 1 0 0 2 1 0 1 2 2 2 2 0 0 2 1 1
split_gain=0.00196258 0.00998381 0.0212511 0.056236 0.0537201 0.00692229 0.0291911 0.0231963 0.00738167 0.0393005 0.0408607 0.0899488 0.0976231 0.0274656 0.0111871 0.0230408 0.0188529 0.0199292 0.0159114 0.0238743 0.0140871 0.0153371 0.0658317 0.0378115 0.0347805 0.021257 0.0282728 0.0645192 0.054535 0.0170417
threshold=41.218101594450012 40.94178426300001 0.34527409360000011 0.37286308795000006 0.5296248615500001 0.57152480465000022 40.80591513400001 0.5718990449500001 40.633548727200008 0.48306936920000004 0.34548366815000003 0.47865333370000007 40.750688432250008 40.583589072600013 0.39542229275000007 0.53833717555000005 0.5398790455000001 40.00488309970001 0.42039160505000012 0.54646567465000018 0.39408999735000005 40.316494640950005 40.206947806850003 40.467253020850002 40.137820134150012 0.52404119640000013 0.51191581090000016 39.458743938000005 0.39045238170000002 0.37003383130000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 8 7 -7 13 10 11 12 -10 14 20 -16 -17 18 -18 -20 21 22 24 -23 25 26 29 28 -28 -1
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 19 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00057388942703191629 -0.0005697454844004582 -0.00315051952487376 0.032282079097426024 -0.04437953262493767 0.016129019688718736 0.09718739884556149 0.096521622538204857 0.00077399339155330199 0.1016222133230734 0.00060358484037233531 -0.0090535222902831305 -0.11025582348688762 -0.088654348212968234 0.01977230972306214 -0.01611592019417046 0.0056135094787104029 -0.010663393083803895 -0.018953710187506717 0.018546787805413183 -0.00409599353970977 0.015706115389592209 0.016669766742073565 -0.023631333750086542 -0.0041529215929050328 0.021305025913571043 -0.015520822147952848 0.012086575136611178 0.039447996719721649 -0.02964584352001743 -0.021582806059355916
leaf_weight=6.7595274196575783 30.986441895297801 1.2348403573082571 0.79917536569246272 0.24403547009012527 0.36795587891356263 0.026102029602045107 0.037035520848178294 0.56746980127135849 0.056657620028970679 3.5260486663075881 0.57951835654750639 0.14056561925099231 0.051448762490025501 0.71540376369739433 1.1737647566854033 2.6653789065312594 1.2325125887163042 0.83691185073985241 0.71004223013915213 1.3529821641454089 0.65987316949758756 1.8085034251325862 1.1521639775019128 1.6841888300059507 0.82006993205868717 0.82200532502705037 1.148349656374194 0.59071192448027421 0.43052922648803349 0.40949635974538967
leaf_count=427 2202 27 28 14 40 3 26 453 52 49 8 5 9 10 104 20 50 48 18 140 13 32 24 34 14 42 54 23 24 41
internal_value=1.10094e-07 0.000541706 0.00642978 0.014813 -0.00799915 2.16357e-05 0.010388 0.00501373 -0.00020127 -0.00400072 -0.0236037 -0.0575122 0.011068 0.000461208 -0.000108327 -0.00317782 -0.000943835 -0.00517324 -0.00167365 0.00369709 0.00139417 0.00078977 -0.000891171 0.00662899 0.00149487 -0.000104018 0.001253 0.0112549 0.000706965 -0.00177392
internal_weight=63.5897 32.6033 2.64601 1.41117 0.611991 29.9573 0.630607 0.593572 29.3267 4.35424 0.82819 0.248672 0.108106 24.9724 24.257 7.97159 6.79783 4.13245 3.29554 2.06302 16.2854 15.6255 12.1329 3.49269 10.9807 10.1606 9.33861 2.16959 1.57888 7.16902
internal_count=4034 1832 109 82 54 1723 482 456 1241 123 74 66 61 1118 1108 380 276 256 208 158 728 715 649 66 625 611 569 101 78 468
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 1 0 1 2 2 2 0 2 1 0 2 1 1 0 0 1 0 0 0 1 2 0 1 1 2
split_gain=0.00194203 0.029675 0.018784 0.0669596 0.046857 0.0114317 0.0749955 0.0466897 0.0978483 0.0792768 0.0375007 0.0302873 0.0620955 0.0272237 0.0325691 0.0112489 0.0944259 0.03615 0.0763185 0.0657576 0.10861 0.0246355 0.0177893 0.015029 0.0289894 0.0161083 0.0115803 0.0265166 0.0223925 0.0744843
threshold=0.5223196910500002 0.5231430197000001 0.51675099550000014 39.051326806600009 0.38780276035000005 0.3782970569500001 0.51401155655000019 0.37078231190000005 38.244973486750006 41.898943182100005 40.040005255000004 0.50339810185000011 41.257403903850005 0.36533337325000009 0.50086823750000009 36.893814626400008 0.36491422415000008 0.35275889945000011 0.49485045360000007 0.48597347385000006 0.35651627195000007 0.48028502140000007 0.49336846205000007 0.49053920540000012 0.34641178410000012 42.402981339000007 0.48271009850000007 0.34608245260000009 0.34584293880000011 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 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 -5 7 10 11 -9 -10 -7 13 -13 15 -15 16 -1 22 19 20 -19 -22 23 24 26 -26 27 28 -17 -30
right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12 12 -14 14 -16 17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0022266843322473425 0.022528740550878643 0.00013804963587181173 0.019446253431509297 -0.0096635620777807615 -0.07465869337920121 -0.0074362444670674002 0.035456094656876283 0.041501730704477047 -0.10562779563967813 -0.014460338307395522 -0.10378863804658825 0.0483311500271979 -0.0099476085779228 0.00054094866960403354 -0.048413632985370846 0.00088246372969757981 0.10132590859519462 0.042772968793156868 -0.068460969030485624 0.10003985542021031 0.013895351104312488 -0.10380249789417961 0.012722749439334989 -0.010068932668500001 0.022901478432154343 0.0021987158681954326 -0.0033416522812107839 0.020767214781863191 0.0072832856328413536 -0.046345925029421524
leaf_weight=0.62696789371408712 0.60967623331271781 20.313565211783217 0.31280517796403406 0.23043005479917156 0.21387030777050819 0.11348370634064581 0.44068436806003319 0.14043161366134782 0.17532507128635189 0.20918477040345351 0.062717667297645774 0.37917048182862245 0.35306643258081749 0.28901020845856962 0.25652346365586709 22.637254811629163 0.10244683851487935 0.14815563233741968 0.23787611381703755 0.060454163452959619 0.021452437853660911 0.10398977920613106 1.094256943615618 1.4855489297769953 0.84552650702141707 0.6765541168085889 9.6356579492567089 0.64450110722918807 0.65802907058969029 0.42704887585080087
leaf_count=192 29 2075 33 14 31 20 20 13 36 31 64 19 34 30 12 853 5 12 29 12 100 13 36 23 34 18 124 42 5 75
internal_value=1.58534e-06 0.000790485 -0.000386048 -0.0159967 -0.0409499 -0.00010347 0.0134088 -0.000305747 -0.0299384 -0.05603 -0.0417322 7.66055e-05 0.0202306 -0.000292782 -0.0224787 1.43607e-05 0.0123174 -0.000217667 -0.0251721 0.00565353 -0.0152021 -0.0836745 0.000156887 -0.00021464 0.000197442 0.0136992 -0.00040695 0.000753552 0.000209811 -0.0138233
internal_weight=63.5057 20.9232 42.5824 0.757106 0.4443 41.8253 0.616886 41.2084 0.524941 0.38451 0.176201 40.6835 0.732237 39.9513 0.545534 39.4057 0.729415 38.6763 0.571928 0.334052 0.273598 0.125442 38.1044 37.0101 35.5246 1.52208 34.0025 24.3668 23.7223 1.08508
internal_count=4034 2104 1930 78 45 1852 104 1748 80 67 84 1668 53 1615 42 1573 197 1376 166 137 125 113 1210 1174 1151 52 1099 975 933 80
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 1 1 0 1 1 2 0 1 1 1 0 1 1 2 1 2 1 0 2 0 0 1 1 2
split_gain=0.00192367 0.0170296 0.0129982 0.00623157 0.0296904 0.0439341 0.011026 0.00947532 0.0219006 0.0192405 0.00835803 0.00901988 0.0131459 0.00749931 0.00482913 0.0043182 0.0292978 0.0606567 0.0198833 0.0202847 0.0237832 0.0462903 0.0192774 0.0153349 0.00990489 0.196357 0.0901908 0.140953 0.212497 0.051496
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.3453339720000001 41.147265497500008 0.34545372890000009 0.34545372890000009 0.34479506600000004 0.47736594710000008 0.34503457980000002 0.34524415440000006 41.32819714970001 0.47769527860000011 0.34515433670000012 0.34988473400000003 0.34536391125000004 0.48068920095000006 0.34554354660000003 0.34524415440000006 40.206947806850003 0.34467530910000005 42.094663496250007 0.34584293880000011 0.48119816770000007 42.388109226950007 0.4815274992000001 0.4871261339500001 0.34575312120000007 0.3459626957000001 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -5 -6 8 -1 -9 11 13 -13 -11 -7 18 17 -17 19 -4 -21 -22 -19 -18 -25 -26 27 -27 -29 -28
right_child=2 -3 15 4 6 14 -8 9 -10 10 -12 12 -14 -15 -16 16 23 22 -20 20 21 -23 -24 24 25 26 29 28 -30 -31
leaf_value=-0.00092486192114039152 0.013102964898612068 -0.015637520037753247 0.0089727837738566279 -0.10284353133662583 0.018322744747503464 -0.0013897563228191152 0.0021500939879675342 -0.017124513852686925 0.016875825774114502 -0.00021146114890505086 -0.0084234977625982262 -0.012140263138113096 0.0074728807413271328 0.016420898388816413 0.061553730438474175 0.0028940498212555064 0.010597073401600989 -0.027982781860109912 0.012124710526028655 0.0065429366924748544 -0.017477430487479864 0.005526885270458649 -0.071809916368969134 -0.0011099435834577382 0.10298754450941534 -0.10897443682179581 0.025342830842920161 0.10129430203377882 -0.067614554447577371 1.4100763067461146e-05
leaf_weight=5.0632484661042234 0.77842248932574776 0.75707175682146122 1.8039981724577865 0.060340657261290565 0.66967904605280626 0.031465247423000164 1.1377812190380456 0.96327550579885812 0.80042964710446529 0.49931310281331487 1.107664818911928 0.76172211870652951 0.61981863977234752 0.59309925558045506 0.019896423990696133 0.60968000008143153 1.3391492057489802 0.23279377377184574 1.6126312057022003 1.671872377162799 2.0990840476006274 1.4996579456201287 0.17641592609743384 30.490519258425138 0.1911168430815432 0.18843556777574111 0.91810731654913968 0.12512530825915746 0.18402025612136441 6.3850421301396034
leaf_count=525 15 31 19 7 21 11 185 57 12 55 31 36 12 6 41 12 27 15 32 16 47 23 32 1719 3 17 41 53 13 920
internal_value=2.83251e-07 -0.00107985 0.000281231 -0.000185837 0.00505013 -0.0449827 0.0081422 -0.00115126 0.00150505 -0.00457834 -0.00120405 0.00202832 -0.00334096 0.00881868 0.0229932 7.97128e-05 -0.000350936 -0.0170953 0.00210428 -0.000179843 -0.00331256 -0.00789113 -0.0468773 7.74909e-05 -0.00028858 0.00284509 0.00039161 -0.0408026 0.000750563 0.00319827
internal_weight=63.3909 13.0848 50.3061 12.3277 1.91916 0.111702 1.80746 10.4086 5.86368 4.54489 3.58162 2.47395 1.38154 1.09241 0.0513617 49.5276 40.8404 1.01889 8.68724 7.07461 5.27061 3.59874 0.40921 39.8215 38.4824 7.99185 7.80073 0.497581 0.309146 7.30315
internal_count=4034 1030 3004 999 265 59 206 734 537 197 140 109 48 61 52 2989 2852 59 137 105 86 70 47 2793 2766 1047 1044 83 66 961
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 2 2 2 1 1 1 1 0 2 2 1 2 2 0 2 1 2 0 2 2 1 0 0
split_gain=0.00199612 0.0112413 0.00598156 0.0327818 0.0207811 0.00616922 0.104442 0.0287861 0.0408299 0.0326308 0.0589055 0.0397356 0.0204443 0.0651681 0.0330782 0.0402371 0.0270439 0.0191043 0.0306915 0.0174794 0.0381177 0.0170749 0.0170462 0.047107 0.0866237 0.0694252 0.0425091 0.0169046 0.102526 0.0331217
threshold=41.218101594450012 41.147265497500008 41.289992964000007 41.319407281650008 0.4784437592000001 0.50278434775000014 0.50465554925000011 41.436838994450007 41.827117825850003 42.094663496250007 0.4025178887000001 0.40955360615000008 0.3459626957000001 0.34614233110000009 0.48306936920000004 43.272784938550004 41.919251152600005 0.34656148020000005 42.388109226950007 42.310579034350006 0.55074698365000019 43.525909308350002 0.34569324270000007 41.741384785950011 0.48271009850000007 42.094663496250007 42.198888176300009 0.37668033890000002 0.52507409960000018 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 12 -7 -8 -9 10 -10 -12 22 -14 16 17 -15 -16 -19 20 -11 -18 -5 -24 25 -25 -27 -21 -29 -30
right_child=2 -3 3 5 -6 6 7 8 9 19 11 -13 13 14 15 -17 21 18 -20 27 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.00034357947403392669 0.0042492072464572787 0.017395821671893484 0.03250240337758991 -0.0011478872715749494 -0.015343851181762087 0.10018742743546012 0.051079894758220667 -0.059126214382093603 -0.00029081885350322299 -0.10243927250142577 0.10065312216318577 0.024996262199642644 -0.044195493304789751 0.0065189781307072167 -0.0042765720658989349 0.010067156264205641 0.069851300319392268 -0.032195375039228674 -0.0062985092458312519 -0.025062152523481953 0.014116408091705425 -0.018728355193578149 -0.0039690353619878486 0.10288128150055716 0.0082803534623366714 0.10094116710348576 -0.046671945932750591 0.075335723595013587 -0.024229660149274926 0.00055497082554364669
leaf_weight=32.016953697690347 1.0722917480893586 0.39131775828593518 0.30344184292775622 12.711779518296753 1.0932403798231858 0.10692558487184722 0.11066754741843698 0.11607473051940598 0.53865622193552543 0.053345766182246623 0.11696877703070641 0.17076983296141179 0.42268944700844979 0.52754874368861315 1.8558515700278801 1.1396051773041471 0.12517337921031402 0.87606710960972101 0.95816795085556805 0.28295252348550537 0.059190568414436484 0.026340924512169295 1.8080268697813147 0.19626314938068379 1.2146347500383852 0.027932539582252502 0.064690470462110738 0.17455935508096754 0.62094192854060004 4.0957703970014769
leaf_count=1801 13 31 21 584 36 26 23 93 22 18 6 48 37 11 12 45 48 21 21 28 28 72 13 4 9 1 83 85 209 585
internal_value=1.3179e-06 0.000549479 -0.000574148 -0.000191818 -0.00564209 -0.000541122 0.00217867 0.000525701 -0.000372437 0.000743162 0.0192223 0.0557516 -0.00133976 -0.0063553 -0.00345181 -0.00635743 0.0172138 -0.0114298 -0.0186674 -0.00214539 -0.0411347 0.0544516 0.000516866 0.00690722 0.0199862 0.0692041 -0.00215591 -0.0012974 7.73575e-05 -0.00270786
internal_weight=63.2788 32.4083 30.8706 28.705 2.16553 28.4016 6.44682 6.3399 6.22923 6.11316 0.826395 0.287739 21.9548 5.93144 5.50875 4.82969 0.679063 3.69009 1.83424 5.28676 0.112536 0.151514 16.0233 3.31155 1.50352 0.288886 0.092623 5.17422 4.89127 4.71671
internal_count=4034 1832 2202 2153 49 2132 1171 1145 1122 1029 76 54 961 267 230 99 131 54 42 953 46 120 694 110 97 88 84 907 879 794
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 1 2 2 2 0 1 2 1 1 2 1 0 0 1 1 2 2 2 2 2 2 2 2 1 1
split_gain=0.00182939 0.0240902 0.0157352 0.0561457 0.0402899 0.00888909 0.0645622 0.0568564 0.0585933 0.045346 0.0393484 0.0358618 0.0238174 0.0118359 0.0213598 0.00767247 0.021214 0.138203 0.0241963 0.0708035 0.0652744 0.0517307 0.0882 0.0504811 0.0489591 0.0629042 0.0446751 0.02381 0.0233055 0.00667752
threshold=0.5223196910500002 0.5231430197000001 0.51675099550000014 39.051326806600009 0.38780276035000005 0.3782970569500001 40.316494640950005 40.636252116050009 42.940640897800002 0.50706565670000014 0.36698003050000011 39.861052345600008 0.37003383130000006 0.36533337325000009 38.625745710700009 0.38976377950000002 0.52688542260000015 0.52432561900000019 0.39542229275000007 0.39971857130000005 37.311503175250003 41.360869295700006 41.741384785950011 47.709122305950011 43.631818398850008 36.79544512155001 43.680097826700013 49.835088602800006 0.40099098830000007 0.4025178887000001
decision_type=2 2 2 2 2 2 2 2 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 -5 9 -7 -8 -9 12 -11 -12 13 -1 -15 -3 17 -17 20 24 -18 -22 -23 -24 25 -20 -26 -28 -21 -30
right_child=1 15 3 4 -6 6 7 8 -10 10 11 -13 -14 14 -16 16 18 -19 19 28 21 22 23 -25 26 -27 27 -29 29 -31
leaf_value=1.5368954665032644e-05 0.020442932662616219 0.010035036287041225 0.017648356699452784 -0.0090264211026755588 -0.069942215359644885 -0.011004753146722676 0.10215620061548264 -0.10399083781460117 0.070188207232321817 0.0048784217047484453 -0.020293363733686696 -0.088485537192534713 0.020480156440034335 0.0019659141909388247 -0.034561906609728459 0.0031032280196233815 -0.0081408381660051082 -0.10236354393360325 0.0046750945113995324 0.014531538376948467 0.06700880558031605 0.10207401987953682 -0.10189258556306394 0.019951306621196149 0.10127581232399237 -0.10227815847701643 -0.10186804771353755 0.08859993465387811 -0.0056995436815727024 0.00031499911178244511
leaf_weight=39.227831148318451 0.60449520987094629 0.76113684590472885 0.31162611913532279 0.22867221149522265 0.20673936765136114 0.40278921758324221 0.11948412930954078 0.034877498062088286 0.043278783314580294 0.197436872869729 0.16457147819164675 0.14512636943936741 0.56439622452671656 0.37722537075569729 0.27810428854422486 0.69873204728788163 0.56765400944277888 0.15111884448542501 0.081326697087208966 1.1056689980705439 0.30649984767660499 0.060195192694664001 0.070685667826637655 0.065523284727532882 0.037614323198795319 0.16981674930832469 0.026768271369029151 0.0086951029952615499 2.1247703650669818 14.064704911881671
leaf_count=1587 29 35 33 14 31 33 6 9 56 10 12 49 36 23 31 35 10 109 12 13 12 1 31 24 1 73 89 6 29 1595
internal_value=5.48281e-06 0.000770763 -0.000372713 -0.0147572 -0.0379501 -0.000114122 0.011965 0.0587773 -0.00753977 -0.000291213 -0.030008 -0.0522486 8.13793e-05 -0.000207289 -0.0135355 0.00018499 -0.000198701 -0.0156507 0.000503917 -0.000382996 0.0151008 0.0413349 0.0012693 -0.0432796 -0.0466822 -0.0676439 0.0253562 -0.0551681 0.000484946 -0.000474373
internal_weight=63.2076 20.9054 42.3022 0.747038 0.435412 41.5551 0.60043 0.19764 0.0781563 40.9547 0.507135 0.309698 40.4476 39.8832 0.65533 20.3009 19.5398 0.849851 18.6899 17.6194 1.07056 0.502904 0.196404 0.136209 0.324221 0.251143 0.0730777 0.0354634 17.2951 16.1895
internal_count=4034 2104 1930 78 45 1852 104 71 65 1748 71 61 1677 1641 54 2075 2040 144 1896 1818 78 68 56 55 181 85 96 95 1637 1624
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 0 2 2 1 0 1 1 0 0 2 2 2 0 2 2 2 2 1 0 1 0 2 2 0
split_gain=0.002149 0.010459 0.0420063 0.0205377 0.0121671 0.0144782 0.0114735 0.0117215 0.0103209 0.00990675 0.036175 0.0281512 0.00875457 0.00615044 0.00604246 0.00591898 0.00436748 0.00526694 0.0139343 0.0128737 0.0168235 0.00851117 0.00707588 0.017776 0.104583 0.053754 0.051105 0.0265679 0.0111994 0.0422368
threshold=37.52517992975001 0.36359689830000008 0.50410167360000013 0.49336846205000007 0.36533337325000009 0.51191581090000016 0.51857728810000003 37.311503175250003 37.137227079750012 0.39072183470000005 0.53749887730000012 0.39712882845000003 0.32058920395000007 0.5398790455000001 0.42314601355000009 37.784765830350004 38.064633603500006 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 38.478081868400004 39.896141435400004 0.37003383130000006 0.5223196910500002 0.39072183470000005 0.47943175355000006 39.110279783550006 40.206947806850003 0.48537468940000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 9 12 -8 11 -11 14 -12 -1 -2 -17 18 -18 21 -21 -19 23 26 -25 -26 -22 -27 29 -24
right_child=15 4 -4 -5 5 6 7 -9 -10 10 13 -13 -14 -15 -16 16 17 19 -20 20 22 -23 28 24 25 27 -28 -29 -30 -31
leaf_value=-0.040018661701996139 0.0091424515718145413 0.01005780405319737 -0.10535930319756014 0.10043507230882801 -0.019624406208566213 0.029129759652145717 0.0054467845211956072 -0.030349870560715937 0.045771547226844796 -0.101823417087145 0.025973160057187618 -0.003229238453483262 -0.052758299272089873 -0.0036126360530646488 0.10013525473919159 -0.0076039700812821458 -0.0017129886264522687 -0.0054863884427275127 0.01676101075561702 0.014287000058924691 -0.020981468499400083 -0.027665072677977479 -0.0026043472596268846 -0.054319158457776885 0.027679425742820719 -0.025315343015510996 0.017730103974940386 -0.0003263155476739756 -0.00018272944514775852 0.017575097511894476
leaf_weight=0.0053542261484514908 0.72436327719228089 0.77356266765855197 0.047966794110834599 0.0194404287612997 0.49598237738155182 0.12033784895902533 1.2484854254289537 0.14239942893618707 0.021788627260320936 0.067855532723399281 0.075276214847690315 0.050521415367484224 0.05029160331534932 1.0555072281747233 0.0072298052255064249 0.73668563509977403 1.0287849820484729 0.53060559321589962 0.67693562545009589 0.83016867784901549 0.5113861902809721 0.25675572530949098 2.7148004154121841 0.42486906016711179 0.5281302519142631 0.62333594085129096 1.0236503674441335 1.3402488272527859 45.284977267374842 1.6785252148384584
leaf_count=44 47 23 2 11 37 13 25 18 16 20 11 24 136 322 2 66 30 15 46 46 36 47 29 35 17 30 37 113 2641 95
internal_value=3.18704e-06 -0.00218727 -0.0279313 0.00774403 -0.00121581 -0.0038939 -0.00106746 -0.0024439 -0.0135395 -0.000852883 -0.00714915 -0.059745 -0.0340929 -0.00164311 0.0405029 0.000158676 4.68432e-05 0.000144945 0.00561864 -2.25354e-05 0.000159352 -0.0127188 -5.73184e-05 -0.00387672 -0.00846109 -0.000641713 0.00483363 -0.00825903 0.000284935 0.00510546
internal_weight=63.0962 4.182 0.152071 0.104105 4.02993 3.25637 2.76038 2.64005 0.0846643 2.49765 1.24916 0.118377 0.0628756 1.13078 0.012584 58.9142 58.1899 57.4532 1.70572 55.7475 54.9601 0.787361 54.1299 4.45162 2.91658 2.49172 1.53504 1.96358 49.6783 4.39333
internal_count=4034 704 211 209 493 470 433 420 198 402 377 44 182 333 46 3330 3283 3217 76 3141 3079 62 3033 268 195 160 73 143 2765 124
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 1 2 0 0 1 0 1 2 2 2 0 2 1 1 1 2 0 2 1 1 2 2 0 0
split_gain=0.00193954 0.0311297 0.0104474 0.00492555 0.0400497 0.00406724 0.00713951 0.0113599 0.039645 0.0291101 0.0314394 0.0267958 0.0219708 0.0104153 0.00675407 0.00911925 0.110111 0.0538786 0.0403953 0.00733265 0.0119538 0.0520612 0.0719033 0.0438356 0.0280006 0.0126496 0.0197439 0.025848 0.0106746 0.0540341
threshold=43.752965619700007 43.832725745850006 43.525909308350002 0.39606598605000004 0.31060447290000009 43.272784938550004 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46898296455000005 0.32388251845000005 0.46989611090000011 0.32058920395000007 35.171584490050009 43.084235337800003 42.824128352900011 0.48386275860000011 43.047778594550003 0.34829795515000012 0.34467530910000005 0.34515433670000012 40.206947806850003 0.4778150355000001 39.525197829750006 0.34485494450000004 0.34485494450000004 41.646178195200001 41.319407281650008 0.48098859315000003 0.48028502140000007
decision_type=2 2 2 2 2 2 2 2 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 6 7 11 9 10 12 13 -9 -1 15 19 -17 18 -18 -8 21 23 25 -21 -24 -23 27 -27 29 -22
right_child=1 3 -4 -5 -6 -7 14 8 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 20 28 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.035950750512091019 0.049961104291800673 0.023318359614521278 -0.012805595775526674 0.0011016706445496811 -0.10248075101907926 0.0057948817022757532 0.0043360066051594745 -0.10034605555929683 -0.10188920477546828 0.099884348314913052 -0.10074894125194429 0.10082780376524902 0.043342611713752893 -0.049134134547959618 -0.0055081915094244089 0.029973261235278405 -0.10632281546506256 0.012574753489202662 -0.019963276522343608 -0.010032357055709682 0.0012207801775781042 -0.011923956290290208 -0.016084548572021934 0.02547145570549075 -0.042550095109226638 -0.005745749159482289 -0.011070120626821368 0.022943464743650339 -0.00050347711085097294 0.033163726568764228
leaf_weight=0.021480590712972147 0.13135796070732286 0.073247519462319555 0.64537995220997046 4.3497332038846288 0.038666573622322176 1.1816998950076385 3.5944998537849662 0.013140110408236261 0.054674369575195669 0.023705319041255279 0.034605591881756936 0.024969830539703253 0.055961462494451553 0.043565314265737953 2.1830208393620358 0.78195743090407066 0.12152449321001768 0.13443610490298852 0.097716811017797056 0.57136367872234106 7.097064258887591 0.62068800295674043 1.0355953981634227 0.888601781334728 0.65111248401080946 0.5279050836474537 0.56434813580563048 0.77520096302032471 36.123805908695694 0.57226426281704323
leaf_count=77 15 53 58 875 6 71 58 105 11 12 38 4 18 49 92 51 15 9 35 35 249 9 22 15 28 55 13 8 1925 23
internal_value=2.65429e-06 0.00198132 -0.000152855 0.000568715 -0.0201455 -1.15652e-05 -0.000132764 -0.016292 -0.0306582 -9.20531e-05 -0.0229446 0.0127684 0.0160193 -0.0210359 -5.47224e-05 0.000165098 0.00903172 -0.0372686 -0.067832 -2.48076e-05 -0.000341935 -0.00467735 -0.0103615 0.0115769 -0.0263009 0.000443756 0.00455443 0.0113211 0.000215898 0.00360428
internal_weight=63.0333 4.59301 58.4403 4.46165 0.111914 57.7949 56.6132 0.272103 0.182087 0.127412 0.103707 0.0900157 0.0691016 0.0650459 56.3411 54.1581 1.13563 0.353677 0.219241 53.0224 49.4279 5.63482 4.17485 1.45997 1.68671 2.48814 1.86745 1.30311 43.7931 7.66933
internal_count=4034 949 3085 934 59 3027 2956 314 184 173 161 130 123 126 2642 2550 110 59 50 2440 2382 185 135 50 50 85 76 63 2197 272
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 0 0 2 2 1 2 2 2 0 0 1 2 0 0 2 2 1 0 1 1 2 0 0 2
split_gain=0.00196226 0.0285968 0.0237808 0.0627118 0.00635604 0.0323767 0.0193653 0.0818079 0.0540676 0.0144507 0.0123561 0.0499724 0.0663149 0.0658128 0.116794 0.0402157 0.0321485 0.0357605 0.063301 0.0156506 0.0139781 0.0538162 0.105796 0.0316602 0.0312143 0.0566681 0.112005 0.0485343 0.0256054 0.0233389
threshold=0.48447651265000008 0.48351845755000006 0.48797940185000005 41.50623664750001 40.159267750750011 39.664548207900005 0.4784437592000001 0.47700667645000011 38.969453495950006 40.467253020850002 0.34560342505000002 42.094663496250007 42.957059535450007 42.686561923500008 0.48244064550000004 0.47943175355000006 0.3453938505000001 40.890797847750008 0.4784437592000001 0.47769527860000011 41.872294782850005 42.824128352900011 0.34509445825000007 0.47676716265000008 0.34521421515000011 0.34479506600000004 40.94178426300001 0.4778150355000001 0.47464147780000004 43.218894539100006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -1 -6 16 -12 13 14 -13 19 20 -18 -19 -14 24 22 23 28 25 26 -11 -27 -22 -23
right_child=2 -3 -4 -5 9 -7 -8 -9 -10 10 11 12 15 -15 -16 -17 17 18 -20 -21 21 29 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0015091787451451304 0.033461759671182888 -0.014567710724097838 -0.00011469869219291611 -0.0043261695761827468 0.0071972392705310214 -0.014014413320243134 0.015085703591158982 -0.067961763612708961 0.060607282087970109 -0.018900162273763867 0.00100114892466691 -0.056008413599214706 -0.029935105553884213 0.09746367057658907 0.10133656547079464 -0.10164004961081818 0.0021453249197981878 0.0025820004177981052 -0.038733798911907417 0.0703431697473033 0.038647955139304677 0.019212006015812522 -0.0084552305174540477 -0.10518017113284878 0.01302368409322275 0.0023669191627051908 0.036521695852894186 -0.021580282127239156 -0.1016980218209097 -0.00091070859224942494
leaf_weight=1.54109406136599 0.76356717431918042 1.392700733966193 30.017316380471829 1.0337776081890195 3.02570956979753 1.7506139056298033 0.9331065931141892 0.17347121180500824 0.15414352476182092 0.59836716964367276 5.5976973478547505 0.10668430774160231 0.03141667392586811 0.18295028293775317 0.084572842664783821 0.048601736751152202 1.0800485126674169 0.63290708444617372 0.89555839405875304 0.030843880929751322 0.032616171149625006 0.6686997289435509 1.177092676020038 0.16779972472249938 2.2785342191580185 1.9072010262951837 0.9335783323571718 1.5215035119326783 0.021614386379951611 4.1748406406780276
leaf_count=235 37 34 2588 48 36 31 30 11 17 26 81 34 111 11 52 9 8 24 36 13 55 73 44 18 26 68 57 24 7 190
internal_value=1.94377e-06 -0.000562314 0.000554306 0.0117273 9.32996e-05 -0.00334552 0.00332056 -0.00255416 0.00413891 0.000714557 -0.000170059 0.00366931 0.0344598 0.054585 0.0135687 -0.0334711 -0.00162149 -0.0117834 -0.0216258 0.0197428 0.000344676 -0.00312277 -0.0203981 -0.0837129 0.0033348 -0.00111551 0.0148743 -0.00825976 -0.017289 0.00186744
internal_weight=62.9586 31.144 31.8147 1.79734 29.7513 4.55243 2.80182 1.86871 1.69524 25.1988 22.1731 6.08277 0.48507 0.374207 0.191257 0.110862 16.0904 2.60851 1.52847 0.0622606 13.4818 6.24266 1.39912 0.22203 7.23918 4.96065 1.53195 3.4287 0.0542306 4.84354
internal_count=4034 1361 2673 85 1327 324 293 263 252 1003 967 311 230 97 86 133 656 68 60 124 588 387 124 80 201 175 83 92 62 263
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 1 2 0 1 1 1 0 1 0 0 1 2 1 2 1 1 1 1 0 2 2 2 0 0
split_gain=0.00200053 0.01271 0.00568473 0.0280919 0.0151191 0.00612308 0.00726564 0.0462136 0.095664 0.069145 0.0616941 0.0332385 0.0303687 0.0268849 0.0176773 0.0897754 0.0731131 0.0355533 0.0256502 0.021499 0.0648923 0.0666276 0.0658747 0.0579849 0.0352217 0.0214429 0.031017 0.0185077 0.0230137 0.0213641
threshold=41.218101594450012 41.147265497500008 41.289992964000007 41.319407281650008 0.4784437592000001 41.360869295700006 0.34739977845000009 42.047301293400004 0.5276039639500002 0.42039160505000012 0.42953803780000005 0.34623214870000002 0.56188437470000008 0.35807311160000005 0.49649711085000009 0.49830843385000007 0.34829795515000012 42.094663496250007 0.35471991855000007 42.360359531950003 0.37347684200000003 0.37668033890000002 0.38370108680000009 0.39542229275000007 0.53475943835000017 42.283941020600004 43.426640904350009 48.86568841230001 0.52404119640000013 0.53158588065000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5 11 8 13 -10 -11 -7 -12 -8 16 -16 -9 -17 -19 23 -21 -22 -23 -20 27 -18 -27 28 -24 -29
right_child=2 -3 3 5 -6 6 7 14 9 10 12 -13 -14 -15 15 17 25 18 19 20 21 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00033675422750741567 0.0029259790484513076 0.018732635731026563 0.03038512526875219 -0.0061469724881113982 -0.013861594040430176 4.8041150664377841e-05 0.095284805601621711 0.0051002156351945766 -0.10322496359244826 0.095672277404550032 0.0056461396534160189 -0.015260398366067397 -0.10069965995790259 0.038192785267296997 0.071732537703754873 0.022483510125784631 -0.02935224186153354 -0.061338786702855065 -0.10693257446502419 0.056300763074271336 -0.083624612090105452 0.079737930784939431 0.086960652870449476 0.0034504512783392963 -0.00094609125965875872 -0.10809866575260625 0.01689690001087801 -0.10162335880784697 -0.10137769175368938 0.087301692913028639
leaf_weight=31.845888256451772 1.0640320200359412 0.38006506835063092 0.29715083060121372 1.8117736083796341 1.0820198445325031 16.287816154540305 0.15496175666339418 1.171455767005682 0.067428265379930963 0.062992907740408555 0.094321946380659938 1.5536269531439746 0.03753977731917324 0.17634457257361191 0.18292237643044007 0.66284281938692302 0.41448574513196945 0.072014317702269071 0.070090215574964421 0.19722297281987256 0.098481668171530035 0.10010472264366388 0.0071424340953470935 0.14824173777986971 4.6075109838260566 0.084906825365427707 0.025910533314493223 0.0097481240863395158 0.07080695672132542 0.015507522239204263
leaf_count=1801 13 31 21 30 36 727 11 9 29 8 14 33 93 42 12 18 2 10 12 22 12 25 38 45 597 29 86 50 174 4
internal_value=3.70423e-06 0.000553711 -0.000574971 -0.000201024 -0.00553816 -0.000523476 -0.000137174 0.00226282 0.0291772 -0.0159419 0.0142618 -0.00128501 -0.0246295 0.0648964 0.00025056 0.00271059 -0.00880026 0.000627047 -0.00205736 -0.00125563 5.82374e-05 -0.00220121 -0.000534404 -0.0319854 -0.00224023 -0.0397991 -0.0788731 -0.0600159 -0.0841204 0.0143808
internal_weight=62.8554 32.226 30.6294 28.4834 2.14605 28.1862 26.3744 8.53298 0.593589 0.262283 0.194855 17.8414 0.131862 0.331306 7.9394 6.24264 1.69676 6.05971 5.39687 5.32486 5.10653 4.9093 4.81082 0.218332 4.71072 0.525303 0.110817 0.103205 0.0779494 0.0252556
internal_count=4034 1832 2202 2153 49 2132 2102 1342 197 144 115 760 107 53 1145 1019 126 1007 989 979 922 900 888 57 863 117 115 266 212 54
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 1 1 0 1 1 0 2 1 0 0 2 1 2 1 1 2 2 2 1 1 0 1 1 0
split_gain=0.00190938 0.0189943 0.0311231 0.0133462 0.0140779 0.049801 0.0119289 0.0292993 0.0236465 0.0916454 0.0365805 0.0358611 0.0238773 0.0112946 0.0107711 0.0158799 0.0110282 0.0101961 0.0175901 0.0182088 0.00824312 0.00577421 0.00784902 0.0056232 0.00421773 0.00464827 0.00369205 0.0496972 0.038152 0.0367397
threshold=0.42780156285000009 0.54386096225000014 0.54064249575000012 0.42114008565000011 38.400997490450003 0.55257327625000008 0.46280051495000007 0.4662734648500001 0.56294721715000018 0.45036076765000005 0.44805544745000009 0.54797760550000019 41.827117825850003 0.41988263825000011 0.5398790455000001 0.54228915300000013 41.178189531300006 0.43837010870000009 41.674196414850009 0.43287626120000006 0.41714319930000004 39.458743938000005 38.625745710700009 42.522337019050006 0.45206730335000006 0.44922307715000004 0.52005927965000021 0.38976377950000002 0.38733870245000007 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 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 13 -5 -6 8 -8 9 10 11 -3 -13 14 20 -16 -17 18 19 -10 26 22 -19 -9 25 -23 29 28 -28 -1
right_child=1 6 -4 4 5 -7 7 23 17 -11 -12 12 -14 -15 15 16 -18 21 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.6653740960845987e-06 -0.072506100304025975 0.020944907827373894 0.090603252203044021 0.0034431546838076797 -0.047095428232587146 0.00046748119453497456 0.051055836249158965 -0.10077265636683821 0.07897159806635487 -0.10334346377919797 0.049367537291611335 -0.1010439897982328 -0.015008697798382757 0.01104019051945836 -0.019446513088127344 0.0010059175113769658 -0.013872162643651615 -0.0023156848213168896 -0.0087002196619864729 0.014118586542127921 0.0087297180829941524 -0.0067409121385367411 0.014185895491196305 0.030334297174363006 -0.0085741197704163261 0.0037255336191820672 -0.0048977322634964392 -8.9533910520463156e-05 0.046658670857363013 -0.028727704732867582
leaf_weight=40.961308105668166 0.015029108646304468 0.11836105480415415 0.052785511128604412 0.53706354194286976 0.34568357908878511 0.60616177332121879 0.11241672580968035 0.017509063933289298 0.072609499134614786 0.10488711169443832 0.11510049505159259 0.060528796628823045 0.069063365439660629 0.92646173265711596 0.65702942327698055 2.283541948983157 0.63723515300989664 0.50141058400554495 0.12359562873757568 0.10722845513782886 1.127570504601876 0.58239070327130149 0.67802261046745116 0.0040230552527944488 0.60414010180784306 1.5633419225507623 0.21907230498197883 8.7055002925140634 0.41626194216951262 0.45031295075075561
leaf_count=1803 91 13 6 14 40 18 27 478 14 20 8 57 15 28 20 64 88 80 20 37 18 68 26 277 118 33 27 457 30 39
internal_value=3.68723e-06 0.00189857 0.0544549 -0.000156829 -0.00950196 -0.016806 0.00116137 0.0305873 0.000322864 -0.0210085 0.00277829 -0.0188486 -0.0551933 8.9943e-05 -9.29885e-05 -0.00539987 -0.00224008 0.0026811 0.0203428 0.040303 0.000272991 0.00131721 0.0071706 -0.0762767 -0.00119334 0.000884751 8.51071e-05 0.00188097 0.0288813 -0.000319969
internal_weight=62.7756 4.90244 0.0678146 57.8732 1.48891 0.951845 4.83463 0.133949 4.70068 0.467941 0.363054 0.247953 0.129592 56.3843 55.4578 3.57781 2.92078 4.23274 0.303434 0.179838 51.88 3.92931 1.17943 0.0215321 2.74987 2.14573 50.7525 9.34083 0.635334 41.4116
internal_count=4034 1388 97 2646 72 58 1291 782 509 113 93 85 72 2574 2546 172 152 396 71 51 2374 325 106 755 219 101 2356 514 57 1842
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 1 0 2 1 0 0 1 0 2 0 2 0 1 0 1 1 1 1 2 2 0 1 1 1
split_gain=0.00215548 0.0126968 0.0334989 0.010476 0.00917293 0.0289619 0.0539436 0.0174591 0.00987749 0.0244802 0.0235763 0.0152562 0.00879444 0.0654586 0.168842 0.0572764 0.0501801 0.0265784 0.0735649 0.0301706 0.0225152 0.0579432 0.0161345 0.021505 0.0147153 0.039131 0.0196758 0.0342659 0.0743869 0.00831627
threshold=39.896141435400004 39.685256516350002 0.50410167360000013 40.003678352300007 40.316494640950005 40.206947806850003 0.34554354660000003 0.4784437592000001 40.633548727200008 0.39591628995000006 0.54300769440000007 0.47976108500000009 0.38733870245000007 0.5054040298000001 42.558389508100007 0.52432561900000019 43.018222997350009 0.5296248615500001 0.39476362980000007 0.53749887730000012 0.38780276035000005 0.39542229275000007 0.37078231190000005 0.37668033890000002 40.94178426300001 41.035283712600005 0.48306936920000004 0.34548366815000003 0.34515433670000012 0.38052752915000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -7 9 11 -11 -6 13 24 -15 20 -16 18 -17 -19 -14 -22 -18 -24 26 -26 27 28 -10 -8
right_child=3 2 -4 4 8 7 29 -9 12 10 -12 -13 15 14 16 17 22 19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0001808901464712504 0.0070223554804913187 -0.037586207636906635 -7.8275299761873857e-05 0.023441077365702046 0.0027668237426174587 -0.0051551027896664355 -0.018009597584356565 -0.029070234807139491 -0.1021588742109264 -0.01496968924548322 0.0056627222846312953 0.014987970255128999 0.10226005488971948 -0.074325126344213677 0.093189655108236472 0.030191006600083781 0.028256519109554585 0.021126481006419024 -0.10224420773558425 0.00040504912380006849 -0.10114841865419133 0.089668116865328495 -0.10146959347686096 0.014817139734568939 0.022739472254351967 -0.00044902514588055544 -0.000356467995012817 -0.0081890646070963483 0.017958161330346799 -0.0025473679583091387
leaf_weight=12.169488259293997 2.2189095411605413 0.33866791590116985 0.80197116292982962 0.75712850009585952 2.1315997669762501 0.59949599229730643 0.64682469191220071 0.62197613729199475 0.13102003684927765 1.0836815732662617 1.1327157766812659 1.961323729563446 0.075935334432867041 0.38069720390194461 0.088823103345930576 0.08147428114716504 0.075705081224441528 0.76786445543331083 0.086446578728466505 8.2746377478940882 0.024313054146404056 0.046064180349253525 0.030086307056421902 0.033734357754724442 0.74967782858766696 24.868226993421395 1.1257150284945963 0.57588435499928892 0.085007879883050919 0.75253657152657638
leaf_count=1203 30 17 49 15 31 6 14 39 63 12 38 40 2 26 4 61 9 57 152 886 17 72 11 32 16 1045 12 7 3 65
internal_value=3.02747e-06 -0.00112646 -0.0112148 0.000307306 -8.44988e-06 -0.00502954 0.0019392 -0.0173327 0.000378695 0.0040394 -0.00442525 0.00862318 -0.000237193 -0.00112016 -0.0335472 0.00241873 0.0344366 0.00143262 -0.0379874 0.00216466 0.0644949 0.0237472 -0.00296602 -0.0400027 -0.000402923 0.000229559 -0.00885235 -0.0209294 -0.0548923 -0.00969445
internal_weight=62.7176 13.3101 1.14064 49.4075 47.1886 3.37796 2.15649 1.22147 43.8106 6.30932 2.2164 4.09292 37.5013 28.1446 0.609046 9.35674 0.228349 9.21042 0.167921 9.0425 0.146313 0.0703772 0.139526 0.0638207 27.5355 25.6179 1.91763 0.791912 0.216028 1.39936
internal_count=4034 1269 66 2765 2735 139 94 45 2596 121 50 71 2475 1228 82 1247 56 1156 213 943 91 89 52 43 1146 1061 85 73 66 79
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 0 1 1 1 0 0 2 0 0 1 1 2 2 2 0 1 0 2 1 0 1 0 0 0 0
split_gain=0.00220418 0.0215907 0.0535117 0.0200058 0.00587939 0.0244212 0.0178413 0.00968646 0.0484314 0.0166325 0.0238323 0.00890267 0.0298729 0.130027 0.0471055 0.0788785 0.0413721 0.0227321 0.0154207 0.0224604 0.0141105 0.0753242 0.0164694 0.0116531 0.0355199 0.0186359 0.0113836 0.0263404 0.0135945 0.0089475
threshold=0.48447651265000008 0.48797940185000005 41.50623664750001 0.48351845755000006 0.34494476210000008 0.47961138885000004 0.34503457980000002 0.34488488370000009 0.34479506600000004 0.4784437592000001 0.47736594710000008 41.741384785950011 0.48068920095000006 0.48028502140000007 0.34545372890000009 0.34566330350000002 42.47354681640001 41.481306584950012 41.872294782850005 0.47916230050000003 0.34542378970000004 0.48200652675000005 41.898943182100005 0.34587287805000005 0.48200652675000005 0.34566330350000002 0.4815274992000001 0.47976108500000009 0.4778150355000001 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 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 7 -6 8 9 10 -1 17 13 14 16 -16 -13 23 -17 29 -14 -22 -23 25 -25 26 27 28 -8 -20
right_child=1 -3 -4 -5 6 -7 11 -9 -10 -11 -12 12 20 -15 15 18 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00067060901344502956 0.031559873591777456 -4.9746534343373274e-05 -0.0034854350436075519 -0.012252331727915743 -0.015997170572444645 0.010103529720748074 0.0055200746946353837 0.011795246874256727 -0.042802219581706082 -0.011249714430584826 0.017951134153655169 0.020910477651896797 0.0004616483162830058 -0.10874792556190704 -0.10702514731877266 0.10024356477199806 -0.012686861783219653 -0.01403599862463719 0.0055321449847956696 -0.10072351365614912 0.040081847194072096 -0.011973433931754575 0.0084882243884845492 -0.0094438820784762262 0.024641790152641119 -0.0099314707171994504 -0.0075724079736300635 0.014343124348274389 -0.0053060618854103622 0.10018896730943193
leaf_weight=5.03821475693415 0.75236763444263743 29.832304302325376 1.0351841898325771 1.4058273293776427 0.77029722033447967 2.6761974049732089 1.9117147860255856 0.55303494224972372 0.27884169313917873 1.1581949634546616 0.79582403363019683 0.81199584016212589 1.6773490412160752 0.11945014969387546 0.10473583729691416 0.016461326200442272 0.66807933600216529 1.3895551797713768 0.081235020160135285 0.01957592079997994 0.69796902628149871 0.61690738610923279 1.0855695097416171 0.5737511814891636 0.65444080700425644 2.1129183806478977 1.3743267362006006 1.4416230637580154 2.9493396824109368 0.011385786347091198
leaf_count=525 37 2588 48 34 17 27 78 11 38 17 12 32 16 6 29 3 66 39 158 9 25 4 56 68 5 14 16 24 30 2
internal_value=2.47631e-06 0.000589899 0.0112649 -0.000596792 -4.30157e-05 0.00185757 -0.00108849 -0.000962915 -0.0019333 -0.000303493 0.00186959 -0.000461575 0.00273247 -0.00787128 -0.000838916 -0.0425926 0.00574524 -0.00198314 0.00985963 -0.00340136 0.00749873 0.012416 0.00107376 -0.000463091 0.00871863 -0.00161498 0.000673941 0.00247209 -0.00104845 0.0171682
internal_weight=62.6147 31.6199 1.78755 30.9948 29.589 10.5003 19.0887 7.82411 7.27108 6.99223 5.83404 18.3184 5.91071 1.83292 1.71347 0.233394 1.48008 12.4077 0.128658 0.112197 4.07779 2.40045 1.70248 11.0181 1.22819 9.78992 7.677 6.30268 4.86105 0.0926208
internal_count=4034 2673 85 1361 1327 630 697 603 592 554 537 680 406 305 299 201 98 274 172 169 101 85 60 235 73 162 148 132 108 160
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 1 2 1 0 0 2 2 2 0 2 0 0 0 2 1 0 2 2 2 1 1 2 0 1
split_gain=0.00199117 0.0260044 0.00884964 0.00451219 0.0174798 0.01935 0.0479056 0.0315021 0.0125058 0.0107755 0.00690137 0.00489581 0.0065211 0.00929272 0.0961616 0.0522128 0.0355392 0.00501518 0.0381929 0.0235847 0.0338506 0.107205 0.0706272 0.0631979 0.0628791 0.0532882 0.128466 0.022225 0.0158934 0.0631487
threshold=43.752965619700007 43.832725745850006 43.525909308350002 0.47396784530000008 39.525197829750006 42.488347682450005 0.32388251845000005 42.522337019050006 0.34440585610000002 0.43563066975000003 0.43513667255000005 43.272784938550004 43.084235337800003 42.824128352900011 0.48386275860000011 43.047778594550003 0.50086823750000009 0.48447651265000008 0.48797940185000005 41.919251152600005 0.34542378970000004 0.48119816770000007 42.141702038450013 42.536568606950006 42.066503896600004 0.34569324270000007 0.34584293880000011 41.50623664750001 0.49094338495000006 0.34674111555000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 9 -7 -5 10 -6 12 13 17 -15 16 -16 19 27 -10 -21 24 -23 -24 -22 -25 -27 -19 -20 -30
right_child=1 -3 -4 8 5 7 -8 -9 11 -11 -12 -13 -14 14 15 -17 -18 18 28 20 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-0.0014989652297641343 0.046001858985283584 0.0007194366449939241 -0.011795650860332912 0.019944990271682329 -0.10026373286916686 0.10047025075933613 -0.102357079796672 -0.10036609256901252 -6.0574581715533951e-05 0.070889273279504436 0.056477159175127259 0.0063914581800319104 -0.0055191467263557906 0.028729854922626738 -0.10557017532931556 0.012845066011831059 -0.021623064053594366 0.028512918474569604 -0.0081358283522820467 -0.020888494265151974 0.10373095907154278 -0.034466157039234079 -0.034787872083691301 0.10374086183940329 0.0089904445065576606 -0.11131435117935827 0.08078437912680668 0.0048165251099900755 0.048558232235679899 8.5861308560631483e-05
leaf_weight=1.029210677606015 0.13053685852399066 4.4537723789249357 0.64593165181449919 0.31587700362125914 0.0077251782332611318 0.021756869817096458 0.077978945825805113 0.012183617932589819 21.110848966042433 0.025931274285539985 0.0044143067789264023 1.1701849468961416 2.1688099520540893 0.76763118430932065 0.11057100718608126 0.13554641117184474 0.092719928204297641 0.74004955741111433 2.2595732820482253 1.384880541814254 0.14010065887123335 0.62268013879656769 0.13841140083968639 0.10511183738708496 0.14011636178202025 0.054700341075658798 0.095751889864914119 0.85087881007348187 0.27188095822930591 23.465650193036748
leaf_count=231 15 934 58 27 58 5 120 73 277 8 3 48 88 47 18 9 32 36 41 71 4 4 4 1 44 1 54 19 4 1700
internal_value=2.56829e-06 0.00200884 -0.000156097 -2.49351e-05 -0.00614683 -0.0380398 -0.0574641 0.028376 0.000103649 0.0344885 -0.0432677 -8.61826e-06 -0.000145644 7.63934e-05 0.00914364 -0.0352287 -0.0672823 -0.000118867 0.000798629 -0.00118272 -0.0100163 0.00159366 -0.0135008 0.0196349 0.056358 0.0491099 0.0109425 0.0158393 -0.000121808 0.000641046
internal_weight=62.5514 4.58431 57.9671 57.3212 1.1792 0.14999 0.11605 0.0339405 56.142 0.0380708 0.0121395 55.8261 54.6559 52.4871 1.10647 0.338837 0.203291 51.3806 27.588 23.7926 2.68175 1.29687 1.01666 0.393975 0.280217 0.255564 0.150452 1.59093 25.9971 23.7375
internal_count=4034 949 3085 3027 498 267 189 78 2529 69 61 2502 2454 2366 106 59 50 2260 1800 460 183 112 64 60 48 56 55 55 1745 1704
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 2 1 0 2 0 0 2 1 0 0 2 2 0 1 2 1 2 1 1 0 0 1 2 0
split_gain=0.00210101 0.0115092 0.0260328 0.036299 0.0757399 0.0124946 0.0105067 0.0086324 0.0949721 0.0343491 0.111925 0.0162485 0.0497501 0.0250887 0.0129015 0.0319103 0.00778277 0.0266937 0.0784118 0.0426491 0.0100288 0.0298802 0.00961059 0.0078643 0.0940515 0.0792026 0.0658589 0.0484683 0.1058 0.117471
threshold=39.896141435400004 39.420767558750008 39.525197829750006 0.34524415440000006 0.50465554925000011 0.52863686715000002 40.003678352300007 0.39072183470000005 0.52770875125000016 38.748048509250005 0.48028502140000007 0.50706565670000014 36.364346611650006 0.36575252235000005 0.52889135055000014 0.53544804050000006 40.316494640950005 40.206947806850003 0.48386275860000011 0.34554354660000003 40.467253020850002 0.39591628995000006 40.040005255000004 0.37003383130000006 0.37286308795000006 0.51401155655000019 0.51675099550000014 0.35165114815000004 41.385032804600009 0.49949103320000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 -5 -6 -2 9 -9 11 -11 13 -13 -1 -10 -16 17 19 -19 -8 21 -18 -21 27 -25 -26 -27 -22 -29 -30
right_child=6 2 3 4 5 -7 16 8 14 10 -12 12 -14 -15 15 -17 20 18 -20 22 23 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.00057979101325230352 0.0070297513793101275 -0.027255539123578983 0.026802901259803405 -0.049724756912238724 0.018346275015604735 -0.0032185183609424722 0.021454310417519752 -0.083468591827180971 0.027895406756937385 -0.0070080169109787279 0.056786610195656319 0.0021426755659310413 -0.035019630148917673 0.030908874958761108 -0.047415855065260221 0.00022803831879390841 0.014537121090794811 0.0047336493333983371 -0.046707104186868652 0.0017015504960604137 -0.00036286372525457276 -0.0043247808933990417 -0.015083298955613582 0.073145462385212398 -0.073201622795084659 0.068864842863448947 0.0010606159087472929 -0.096765043526516603 -0.081925568530686638 0.034782230617934846
leaf_weight=2.6777708882109521 2.2190046223580131 0.51219662352877948 0.35999568644911084 0.3498138864069914 0.3584461348800686 1.0728405918158079 0.74295298879587601 0.14164743936649404 0.15637804678408418 0.68929329394359207 0.45758820863647998 1.2666629347950218 0.50340503267943848 0.30367789332967721 0.145324503896063 4.3036965966441594 1.7701275179606448 0.72025412903167285 0.50345167840214344 0.58059361635216056 29.10217869600622 1.5981371572595575 0.82706744442026014 0.18386997363359014 0.14190437401902656 0.14531527190365423 10.089336093689885 0.16690245275867788 0.12589037837838113 0.27385680199950002
leaf_count=303 30 47 17 19 34 43 15 51 14 26 33 33 36 24 43 546 32 9 36 33 1005 29 46 18 88 13 1245 20 112 34
internal_value=4.21947e-06 -0.00111097 -0.00700355 -0.00215884 -0.00801258 0.00218209 0.00030571 0.000357714 -0.00281652 0.00291235 0.0184451 -0.000836811 -0.00842624 0.00366898 -0.000335921 -0.00132822 -1.19416e-05 -0.0046388 -0.0164299 0.00207036 0.000346164 0.00558773 -0.00816034 -9.2696e-05 0.00225082 0.000994588 0.00202332 -0.000926856 -0.0298926 -0.00197197
internal_weight=62.4896 13.2987 2.65329 2.1411 1.7811 1.43129 49.1908 10.6454 4.74705 5.8984 1.14688 4.75152 1.77007 2.98145 4.6054 4.44902 46.9718 3.37432 1.22371 2.15061 43.5975 3.36826 1.40766 40.2293 10.5604 10.3766 10.2347 29.6688 0.56665 0.399747
internal_count=4034 1269 160 113 96 77 2765 1109 654 455 59 396 69 327 603 589 2735 139 45 94 2596 61 79 2535 1364 1346 1258 1171 166 146
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 1 1 1 0 0 1 2 0 0 1 1 0 0 2 2 2 0 1 0 2 0 2 2 1
split_gain=0.00257222 0.0609561 0.203401 0.00847648 0.0742217 0.100084 0.00524741 0.017789 0.0430994 0.0608405 0.0451928 0.0204598 0.00794567 0.0252629 0.00786906 0.0120721 0.0313539 0.0296498 0.0188551 0.0175422 0.0562516 0.014722 0.0293537 0.0150841 0.0763454 0.0107543 0.0939146 0.00959733 0.0301495 0.0263797
threshold=0.48597347385000006 0.48797940185000005 41.50623664750001 0.48351845755000006 40.206947806850003 41.872294782850005 0.34608245260000009 0.34623214870000002 0.34641178410000012 0.48271009850000007 0.48028502140000007 0.35275889945000011 38.478081868400004 0.47817430615000006 0.48306936920000004 0.34494476210000008 0.34509445825000007 0.4815274992000001 0.48119816770000007 41.385032804600009 42.094663496250007 42.198888176300009 0.48068920095000006 0.34551360740000009 0.47865333370000007 42.753078181500008 0.47754558250000007 40.94178426300001 41.319407281650008 0.34485494450000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 14 -8 -9 10 11 -10 -13 -14 15 17 -17 27 21 -20 -21 22 23 24 -18 26 -23 -1 -29 -30
right_child=1 -3 -4 4 5 -7 7 8 9 -11 -12 12 13 -15 -16 16 18 -19 19 20 -22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.003985950032477756 0.10093223787204053 5.0738465584249256e-05 -0.020667543912451111 0.020380482156877225 -0.041164524448250757 0.0054592794511302643 0.011496680270914932 -0.071657640287180843 -0.10021145073543042 0.10099458554619767 -0.10392680572430663 0.082430944132989833 0.05606035733736256 -0.10231064715365451 0.0060681737894891126 -0.016362323560290042 -0.0025505542976884364 0.01582333613112779 -0.0016791003909627086 -0.029768950777425269 0.0066845000010689899 0.024772925205127853 0.016878913699840913 -0.0069846092572793984 0.028662302856241845 -0.0038596798516458471 -0.1022696268958508 0.040178503532271079 -0.0021963384195957804 0.018723513278827885
leaf_weight=3.8397232691530689 0.24783905048389598 29.766085226853701 0.30914179064562575 0.75206233654171173 0.88438714647782013 0.96040465275291353 1.1209251124259925 0.094592833600472548 0.012756089669125004 0.053806805983185768 0.04703341748144485 0.025309057586174966 0.037963124870929121 0.013709902937989682 1.7440373138524581 1.4916159058740923 4.1416370831946008 1.3217341434210528 2.8935726955533037 1.0037013851106165 0.732049071433721 0.14426006583312201 1.2948377761058507 1.9492875565774737 0.96651227760594327 1.6181852561815331 0.097525767951083253 0.2056672543768342 3.8902763131530538 0.71329062398945087
leaf_count=271 16 2588 31 7 39 26 34 11 20 2 12 34 110 2 12 38 112 13 22 12 61 24 16 24 17 100 36 26 303 15
internal_value=3.83402e-06 0.00066405 0.0334406 -0.000620791 -0.00609771 -0.016892 -0.000137911 0.00582341 -0.0164765 0.0109124 -0.0245265 0.0170886 0.0365255 0.0140413 -0.000436764 -0.000868063 -0.00254188 0.00187386 -0.0011529 -0.00644681 -0.0143948 0.00124689 0.00303863 0.000499329 0.00335523 -0.00679895 -0.0264705 -0.000257904 0.00271859 0.00104505
internal_weight=62.3739 30.3231 0.556981 32.0509 2.59685 1.84479 29.454 1.4061 0.285171 0.190578 0.136772 0.0897382 0.0769821 0.051673 28.0479 26.3039 16.3332 9.97069 14.8416 4.62932 1.73575 10.2122 8.35227 7.05744 5.10815 1.85997 0.241786 8.64896 4.80923 4.60357
internal_count=4034 2635 47 1399 72 65 1327 225 191 180 178 166 146 112 1102 1090 462 628 424 95 73 329 169 153 129 160 60 615 344 318
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 0 1 1 1 1 1 0 0 0 0 2 2 0 0 1 1 1 0 0 1 2 0 1 0 2
split_gain=0.00209404 0.0551695 0.0583562 0.0153197 0.0109215 0.0082409 0.0245052 0.0846589 0.0102355 0.02972 0.050956 0.039067 0.116286 0.0336593 0.0255763 0.0559 0.0239777 0.0372106 0.0198523 0.0198066 0.105753 0.0129539 0.0123174 0.0264242 0.0142914 0.0411804 0.103261 0.0361763 0.0766266 0.0880544
threshold=0.48597347385000006 0.34521421515000011 0.48797940185000005 0.34641178410000012 0.49053920540000012 0.49649711085000009 0.35862698720000002 0.34988473400000003 0.36945001650000003 0.37078231190000005 0.37668033890000002 0.51505942935000004 0.51401155655000019 0.52005927965000021 0.5054040298000001 38.244973486750006 36.893814626400008 0.5017514446000001 0.51191581090000016 0.38976377950000002 0.38552737940000009 0.37977904855000005 0.52284362740000012 0.52366695610000014 0.39408999735000005 38.334060527150008 0.53043322055000008 0.39587138110000003 0.53544804050000006 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 16 -10 14 12 18 -13 -11 -16 -8 -18 21 20 -15 -12 -21 -24 25 -25 -27 -26 29 -29
right_child=1 2 3 4 5 6 8 -9 9 10 11 13 -14 19 15 -17 17 -19 -20 22 -22 -23 23 24 27 26 -28 28 -30 -31
leaf_value=-0.0005580202414843128 0.046560900727486025 0.039440552724889062 -0.00910999980547148 0.0099220382672710189 -0.0064218665910305769 -0.013158508407211328 0.00037286850672700838 0.07352402508902553 0.024546212683006833 -0.011972953896028623 -0.0069459264066815511 -0.030329221815712012 0.097698028919174548 -0.012193621836791912 0.0096201734804969036 -0.1020008381866632 0.0043393106347669914 -0.053483637453249244 0.0043818615259842786 -0.013803477015941324 0.050083304036259227 -0.10117816264707663 0.034034354975407868 0.0011614696197906509 0.020927877920728078 -0.10218056909053859 0.024061760778899856 -0.079352885474291257 0.00037015615476228595 0.078902228053954082
leaf_weight=31.986720406283172 0.2589601175859525 0.37436945494408291 1.8464292371645523 1.1307927363651753 1.9206605494803657 0.26881862594745953 1.010466703023442 0.19396845668234164 0.50114808499347674 0.23224241165007953 0.022780852043073063 0.35803893147340105 0.15408982429141815 0.66087279198348159 0.070714314409997314 0.12274390491495524 0.20281515322858457 0.24662499655823922 0.099123361900296914 0.63818564020272361 0.46419378346354279 0.040564356472759855 0.22966308954619563 0.65255537456892199 0.82942263419500051 0.14498718545928568 0.11714165358444006 0.22034457215905856 17.243576632471978 0.041834128800414483
leaf_count=1399 19 30 27 18 50 8 38 42 30 12 8 37 9 23 6 50 33 12 11 33 41 45 22 24 36 74 24 129 1588 156
internal_value=6.29796e-06 0.000602067 0.000205867 -0.000289274 0.000296197 -0.000111664 0.000377688 0.0231728 -5.63654e-05 0.000462421 -7.77712e-05 0.000587784 0.0354631 7.66879e-05 -0.0343441 -0.0612003 -0.00817419 -0.0273904 -0.0235622 0.000589168 0.0135014 -0.0672894 -0.000132936 0.000314937 -8.73573e-05 -0.0122866 -0.0457647 0.000521222 -0.000445645 -0.0541012
internal_weight=62.2848 30.2981 30.0392 29.6648 27.8184 26.6876 24.7669 0.462787 24.3041 22.8442 22.3431 21.9174 0.316558 21.6008 0.425701 0.193458 1.45991 0.44944 0.162469 21.2428 1.12507 0.0633452 20.1177 19.4795 19.2499 0.914684 0.262129 18.3352 17.5058 0.262179
internal_count=4034 2635 2616 2586 2559 2541 2491 50 2441 2358 2328 2260 73 2187 68 56 83 45 64 2150 64 53 2086 2053 2031 122 98 1909 1873 285
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 0 2 0 1 0 1 1 0 2 0 1 0 2 2 1 0 0 0 2 2 0 0 2 1
split_gain=0.00179972 0.00843129 0.0392402 0.0178994 0.0107373 0.0117674 0.012525 0.0113323 0.00971222 0.00914867 0.0256045 0.0300504 0.00879537 0.00611587 0.00516204 0.00498223 0.00430615 0.0344154 0.0179207 0.0218046 0.00363579 0.0038023 0.0242714 0.0142824 0.00742876 0.0296655 0.0243756 0.01789 0.0297768 0.0383642
threshold=37.52517992975001 0.36359689830000008 0.50410167360000013 0.49336846205000007 0.36533337325000009 0.51191581090000016 0.51857728810000003 37.311503175250003 0.42018203045000008 0.39072183470000005 0.53749887730000012 0.39712882845000003 0.33992994225000006 0.47396784530000008 37.784765830350004 0.5398790455000001 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31100865245000009 0.47883296910000012 0.4784437592000001 0.47916230050000003 41.674196414850009 48.86568841230001 0.47709649410000005 0.4764977096500001 43.572676689450006 0.34398670700000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 9 -1 -8 11 -11 -10 -14 -2 -12 17 18 19 -16 -18 22 24 -23 -22 26 27 28 29 -26
right_child=14 4 -4 -5 5 6 7 -9 12 10 15 -13 13 -15 16 -17 20 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10030321502152217 0.0085941980717062823 0.0094827721475988017 -0.10483960899653083 0.10039288282223964 -0.018020450851786725 0.030702041900537214 0.0050692029073063881 -0.029970927252743952 0.038840733993749509 -0.10158310361749445 0.022368973293463143 0.0038709565452938982 -0.073911322612827332 0.0083552634236484548 -0.1004729870852672 -0.0043861935422828376 0.004474403284568447 -0.10263942664392917 -0.10018304200097441 0.062895631253913453 0.00091639233075951031 0.01391440474553967 -0.019496337886370833 0.00011063563105774137 0.028150789517293651 -0.040306019988403996 -0.016176003282671349 0.041837851950147352 0.0079246499354084076 -0.10098180753285615
leaf_weight=0.010555146406127092 0.71483660016978134 0.76598171470686827 0.043676688335835934 0.017609483620617539 0.48644626668675561 0.11819258989999104 1.2394670085341211 0.14278391419406933 0.034290190038063884 0.059137271482654685 0.074549405064317287 0.049759782408386855 0.017674053475227436 0.01849131281778682 0.0096118731821793757 1.0483053132060112 1.823989787204481 0.034372484045832152 0.010924629168584943 0.054453805554658175 8.0375047599112843 0.76263130857841943 0.71875867583821751 43.729113528606938 0.037876124938406308 0.22209086120710697 0.72900420501355245 0.13117283736789875 0.98513173522724173 0.058603815480251953
leaf_count=121 47 23 2 11 37 13 25 18 22 20 11 24 42 13 123 322 12 31 10 12 225 15 30 2438 32 20 81 46 104 104
internal_value=5.42893e-06 -0.00201238 -0.0259307 0.00901636 -0.00115822 -0.00369059 -0.00113927 -0.00257898 -0.0108464 -0.000996308 -0.00709981 -0.0533966 0.00255542 -0.0318485 0.000148855 -0.00260984 4.35794e-05 -0.0197806 0.0181985 0.0383852 8.14583e-05 -6.31441e-05 -0.00173519 0.000347246 -0.00048379 -0.00568462 -0.00172482 0.00696178 0.00273217 -0.0502869
internal_weight=62.187 4.12692 0.142297 0.0986202 3.98462 3.21864 2.7322 2.614 0.0810107 2.47122 1.23175 0.108897 0.0704556 0.0361654 58.0601 1.12285 57.3452 0.109363 0.0749903 0.0640657 57.2359 55.4119 10.9201 44.4917 10.2014 2.16388 1.94179 1.21278 1.08161 0.0964799
internal_count=4034 704 211 209 493 470 433 420 198 402 377 44 77 55 3330 333 3283 176 145 135 3107 3095 642 2453 612 387 367 286 240 136
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 0 0 0 1 0 0 1 0 1 0 0 2 2 0 2 2 1 1 1 1 2 2 2
split_gain=0.0019955 0.00488167 0.0170727 0.0271496 0.0263767 0.0240119 0.0189115 0.0136792 0.00581765 0.00480045 0.0031623 0.0026721 0.00260316 0.0451343 0.0475108 0.0131026 0.00907012 0.0068571 0.0603463 0.0803465 0.00656785 0.035838 0.0651139 0.025807 0.00644479 0.0887273 0.0784779 0.0478222 0.0434722 0.038305
threshold=35.171584490050009 35.050303764500008 33.151194885250007 0.54562737640000014 0.51191581090000016 0.38906020780000011 30.317390213800007 0.49880243110000005 0.52092751715000019 0.53043322055000008 0.4349121284000001 0.45994131915000008 0.48597347385000006 0.34521421515000011 0.48797940185000005 0.34641178410000012 0.49053920540000012 0.48351845755000006 40.206947806850003 41.872294782850005 0.49949103320000005 42.006870117350005 38.478081868400004 0.36042334060000009 0.39587138110000003 0.39971857130000005 0.39476362980000007 43.631818398850008 36.79544512155001 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 6 8 -4 11 -7 -11 -1 17 -14 -15 -16 -17 -2 -19 -20 21 22 -18 -22 26 27 -25 28 -26 -29
right_child=12 -3 3 -5 -6 9 -8 -9 -10 10 -12 -13 13 14 15 16 20 18 19 -21 23 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.10018118360858952 -8.0097617701731659e-05 -0.010605445305004201 -0.041773151673088128 -0.0031472662371816959 0.078303822549702251 0.10021376979773058 -0.09495008874129747 0.03354605107595262 0.093201814302934505 -0.10011285405366527 0.05427051006544701 0.02462791754979992 0.042772394279528808 0.036100695216734556 -0.0081715928761678155 0.0093326059235504608 0.020961371946942638 0.018621284821212742 -0.036757245534696205 0.0049685067072795762 0.035537250584667432 0.0013242094577178105 -0.055833480256963691 0.00070314259734866806 0.0049242524088853202 0.00037194546175995085 0.060990064968856554 0.096562621868778481 -0.10184402995644569 -0.056036055875834982
leaf_weight=0.0032086566643267367 29.353088248511902 0.60455283405814952 0.04033330493395193 0.98774009169363597 0.087856892369018169 0.011640127282589674 0.055444985134232405 0.05995807058934588 0.0076503407908603549 0.002379176653448666 0.0029995259364561377 0.0036858804669464007 0.25391984428280068 0.36832470895478309 1.8546688091009951 1.1198084505353545 0.16944312409032569 0.74308844050392453 0.88999563842662588 0.95848765887785703 0.2102215751438149 1.9116900165060768 0.31691308436936083 4.4410765679693425 0.049046149287138685 17.164409664329462 0.2269588157655561 0.032381230732426047 0.17142389289097082 0.033433805977526987
leaf_count=43 1215 17 41 81 11 2 42 8 4 15 103 4 19 30 27 16 29 7 39 26 36 34 29 412 12 1519 22 2 95 94
internal_value=3.65509e-06 -0.00321575 0.000321725 0.00348448 0.0382998 -0.0424216 -0.0683264 0.00325559 0.0331632 0.0641114 -0.0140183 -0.0334571 0.00010341 0.000801369 0.000421698 -5.26973e-05 0.000529884 -0.000515435 -0.00544622 -0.0151213 0.000131236 -0.00484191 -0.0290787 0.000665333 0.000333903 -0.000548943 0.00363428 -0.0557614 -0.0780922 0.019043
internal_weight=62.1358 1.86745 1.2629 1.17589 0.188148 0.0870087 0.0699899 0.100291 0.0145449 0.0170188 0.0053787 0.00689454 60.2684 28.3237 28.0698 27.7015 25.8468 31.9447 2.59157 1.84848 24.727 2.39805 0.486356 22.329 22.1187 17.4507 4.66804 0.286285 0.22047 0.065815
internal_count=4034 371 354 141 60 213 93 49 51 120 118 47 3663 2376 2357 2327 2300 1287 72 65 2284 92 58 2192 2156 1722 434 203 107 96
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 0 1 2 0 0 0 0 2 2 2 2 1 0 2 0 2 1 1 0 2 2 2 1 0
split_gain=0.00185519 0.0197699 0.0295403 0.0240496 0.00836085 0.00577797 0.0085039 0.00531527 0.00717661 0.00702112 0.0340479 0.0403008 0.0692918 0.0210374 0.0428869 0.0238514 0.00975202 0.00802919 0.0739136 0.037492 0.055196 0.0286735 0.00894136 0.00913602 0.00989386 0.0139872 0.0271397 0.028962 0.00844663 0.00695559
threshold=0.45280081435000008 0.56065686655000013 0.56294721715000018 39.337369931850013 42.402981339000007 0.58415915690000009 0.58650938595000024 0.44922307715000004 42.558389508100007 0.55769288345000012 0.5654770815500002 0.56341127510000011 0.56294721715000018 40.94178426300001 40.80591513400001 40.00488309970001 42.310579034350006 0.42473279245000012 0.54064249575000012 41.571132012400007 0.54646567465000018 39.337369931850013 0.42114008565000011 0.41988263825000011 0.5398790455000001 38.625745710700009 40.340071172300007 41.178189531300006 0.41714319930000004 0.56341127510000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 9 29 17 11 12 16 14 15 -12 -11 22 -19 20 -20 -22 23 24 28 -26 -27 -28 -1 -9
right_child=1 2 3 4 5 6 -8 8 -10 10 13 -13 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00010855839148122224 -0.10068912846277518 0.057962692347827686 -0.0028815399318841296 -0.10194149456960838 -0.10023802183902553 0.091130793112084718 -0.051386092727728663 0.0015251654640148203 -0.0017408892157852324 -0.035412894290888224 -0.0854692910604581 -0.10319649412171478 0.08494074891734571 -0.0062901389865213254 0.10058202941022039 0.028870538092952421 -0.10102644210891221 -0.097393666826271097 0.03901635389467159 0.059450888362841403 0.011275499065828887 -0.10161572524886378 -0.0085188716328293713 0.010008673930641043 0.0015104929642007949 -0.027965935952654911 0.013599031979439359 -0.016793485999201965 0.0088656175857258334 0.015686271644701617
leaf_weight=50.121915595161738 0.0207344899345695 0.076359902901458443 1.045606028744624 0.033156235349817043 0.0072132336334860261 0.0070274665795295723 0.010357843808414202 0.6307154304813587 1.0111910338007417 0.054675772510562437 0.028188258497692686 0.074357888223630653 0.048305501622962765 0.66108460108253553 0.059668818372301757 0.051714680274017155 0.038674999865236259 0.054113463487040714 0.14573067142100626 0.19262071838602424 0.036255728832138345 0.059294783692166675 1.2266308902371736 0.9174879762576883 1.6734322665300845 0.63119698768423393 0.58974864846095421 0.66946257957587818 1.1262048221961567 0.77065247821330729
leaf_count=2356 19 10 332 250 96 4 262 8 11 23 60 22 6 96 13 4 29 96 14 15 31 22 34 25 40 23 6 66 18 43
internal_value=3.16794e-06 -0.0038898 -0.00218848 -0.00635134 -0.0691695 -0.0249962 0.00622189 7.99395e-05 0.00467978 -0.000109887 -0.00834754 -0.0435795 -0.0122855 0.00115792 0.0364358 -0.0114664 -0.0625964 3.59069e-05 0.0128081 0.0265518 0.000287625 -0.0587802 -7.3529e-05 0.000112357 -5.32959e-05 -0.00514807 -0.0110424 -0.00255922 0.000300999 0.00931276
internal_weight=62.0738 1.20046 1.17972 1.10336 0.0577548 0.0245985 0.0173853 60.8733 2.41256 58.4608 1.01667 0.216014 0.141656 0.800656 0.139572 0.0799029 0.0933508 57.4441 0.488015 0.433902 0.241281 0.0955505 56.9561 55.7294 54.812 3.56384 1.89041 1.25921 51.2481 1.40137
internal_count=4034 973 954 944 612 362 266 3061 62 2999 253 80 58 173 77 64 52 2746 178 82 67 53 2568 2534 2509 135 95 72 2374 51
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 1 2 0 1 0 1 0 2 0 1 1 0 0 2 0 1 2 1 0 1 1 0 0 0
split_gain=0.00168224 0.00414131 0.0251336 0.0193525 0.0122134 0.0225962 0.00697796 0.0087257 0.00397977 0.00303086 0.00223837 0.0284148 0.037155 0.057853 0.0113616 0.00445728 0.0144351 0.0363876 0.0127236 0.0167307 0.00640755 0.0123844 0.0427568 0.0309213 0.0132578 0.0176613 0.0128507 0.0413138 0.0312457 0.0226244
threshold=35.171584490050009 34.883496062400006 0.36575252235000005 0.49485045360000007 33.151194885250007 0.38906020780000011 0.34398670700000006 32.051492741500006 0.53043322055000008 0.4349121284000001 0.48447651265000008 0.34494476210000008 0.48797940185000005 41.685324604100011 0.48351845755000006 0.34608245260000009 0.34623214870000002 0.48028502140000007 0.47754558250000007 44.756878345700009 0.48306936920000004 0.34584293880000011 41.385032804600009 0.3459626957000001 0.48271009850000007 0.34569324270000007 0.34545372890000009 0.4815274992000001 0.47916230050000003 0.48098859315000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 7 -1 -7 -10 14 -12 13 -13 15 20 -17 18 19 -18 21 24 -23 -24 25 26 27 29 -28 -2
right_child=10 -3 4 -5 -6 8 -8 -9 9 -11 11 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.10017328868939353 0.0003866329883583802 -0.0067184291139713295 -0.070442873576959178 0.10073879726520343 0.0018758432076632194 0.10019337426722762 -0.10025652850917188 0.066080931892265271 -0.1001038640019158 0.056297044722190485 -0.025866497693833364 0.050659347750950393 0.0003019114477536114 0.0042212453597132958 -0.0093043560881231491 0.010477502545981267 -0.10016243742194375 -0.045792376720128487 0.051020215293996807 0.047436457038588328 0.0055237671830716427 0.009580377570831829 -0.0087181274583855682 -0.047553435853131043 -0.0071391953324685996 0.014404373432683699 0.0023196905730590066 0.016804245768673804 -0.016250452552705932 -0.018873184767617124
leaf_weight=0.0042924818104854703 15.444511955418815 1.1376716513491958 0.057560536785331351 0.043510143354069442 0.58135720667257462 0.010533316293731332 0.0065401078685853866 0.011932420058801796 0.0020847449349048466 0.0030543779326162035 0.39664663118310883 0.37592644907999673 27.695678295734123 0.93681241636679147 1.3998396234528616 1.1127762456403618 0.015090130282518266 0.15925758987951255 0.077328789484454319 0.015638746204786003 1.7378729004412878 0.66017963923513778 0.51053353118697942 0.3426125408950611 2.4829384852200738 0.88543205613008424 2.1988289211915482 1.5335651719942678 1.5411065461921678 0.63499585236422795
leaf_count=59 760 32 11 11 85 2 35 18 15 103 18 32 2328 36 34 34 76 15 23 56 12 5 65 12 13 31 45 19 29 20
internal_value=2.22943e-06 -0.0029609 0.00296924 0.0616518 -0.00297219 -0.0414581 -0.013054 0.0220965 0.064995 -0.0071488 9.37739e-05 0.00071758 0.00108108 0.0175196 -0.0005027 -8.29455e-05 0.00546489 -0.0154016 0.0293891 -0.0250454 -0.000356661 -0.0007462 -0.00952771 -0.0243139 -0.000208637 0.000565165 -8.69696e-06 0.00112174 -0.00533247 -0.000373956
internal_weight=62.0161 1.85854 0.720865 0.0662752 0.65459 0.073233 0.022765 0.0162249 0.0156724 0.00513912 60.1576 29.4051 29.0084 1.31274 30.7525 29.3527 1.38009 0.267315 0.108058 0.0307289 27.9726 26.2347 1.51333 0.853146 24.7214 22.2384 21.353 17.6131 3.73994 16.0795
internal_count=4034 371 339 123 216 131 112 77 120 118 3663 2414 2396 68 1249 1215 204 170 155 132 1011 999 82 77 917 904 873 799 74 780
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 0 1 0 0 0 2 1 1 0 0 1 0 2 2 1 2 0 0 1 1 0 1 2
split_gain=0.00172954 0.00963347 0.0094497 0.0212744 0.00893575 0.011244 0.00879729 0.00403594 0.062445 0.0232344 0.0192736 0.00988945 0.0315235 0.0304986 0.0595351 0.00775914 0.0122255 0.0413619 0.0257118 0.0103587 0.0575198 0.026608 0.04218 0.0656069 0.0471856 0.0178697 0.0163193 0.0181587 0.314411 0.0267997
threshold=0.34467530910000005 0.4815274992000001 0.47817430615000006 0.47565941140000007 0.34485494450000004 0.47943175355000006 0.34488488370000009 0.47700667645000011 0.34509445825000007 0.4764977096500001 0.47604862130000009 0.4778150355000001 41.385032804600009 0.34521421515000011 0.34530403280000005 0.47865333370000007 0.47961138885000004 0.34554354660000003 0.47997065955000012 41.872294782850005 41.481306584950012 0.34587287805000005 41.806790701050012 0.49336846205000007 0.50465554925000011 0.43401395170000007 0.34509445825000007 0.49053920540000012 0.34739977845000009 42.047301293400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 8 -8 10 -10 12 -9 -14 -15 -13 17 -17 -18 20 -20 -22 23 -23 -25 -26 -21 -28 -29 -30
right_child=4 -3 -4 -5 6 -7 7 11 9 -11 -12 15 13 14 -16 16 18 -19 19 26 21 22 -24 24 25 -27 27 28 29 -31
leaf_value=0.0004489923799455846 -0.01629684982000263 0.0099372686477720504 -0.0079306158876860464 0.032400671026475612 0.016137187924355815 -0.00059781753676827127 -0.10569741851351713 -0.001682622206832976 -0.066178838838162612 0.072540117726351494 0.0018762242673557009 -0.0053857917671483119 0.0083916695683966709 0.10167055167499195 0.010641820020740775 0.024297904114751315 -0.030676947252373861 -0.0043275241145864542 -0.00021931431069943522 0.015493696101341329 -0.00033462011779888549 -0.11189895701743698 -0.017838127372806403 0.10043099863937854 -0.10052076410877347 -0.0080757884342203441 0.0050981181643998535 -0.11176021633855429 0.033790050209723331 0.00047341171219674252
leaf_weight=4.8481708650977415 0.76534308398475914 1.1298427784349767 1.2357879606624917 0.21774583763408362 0.33778808852821285 1.1295382278040049 0.059331115698934012 1.8546693997923278 0.045275142552451908 0.043135250903560518 0.51466423531985583 2.8092790752261854 0.62873817171202961 0.12004113839066122 0.17896327442576876 0.86107036081375499 0.27737343218177457 1.219898150899098 26.604873966760934 0.83934728056192476 0.45114925689995189 0.13657732630963415 0.76575438390448802 0.02918900572694838 0.035934418972757953 0.050010513399564971 6.5332118713830303 0.25279502617195149 0.24920337344832422 7.7489170994521901
leaf_count=499 36 12 18 15 29 24 15 19 241 19 22 59 12 4 49 18 29 38 1480 9 12 4 18 3 29 51 159 11 64 1036
internal_value=3.11609e-06 0.00143428 -9.02385e-05 0.00182236 -0.000191885 -0.00693866 5.09459e-05 -5.2931e-05 -0.00780902 0.00182134 -0.00362652 4.65458e-05 0.0058455 0.0208951 0.0471871 -0.000283654 2.75656e-05 0.0075172 -0.000326862 -0.00013421 -0.00128281 -0.0205486 -0.0295116 -0.0650245 -0.00941989 -0.0467279 0.00192968 0.0011596 -0.00195898 0.00151148
internal_weight=61.9736 7.43155 6.3017 5.06592 54.5421 1.89488 52.6472 52.3094 0.662406 0.603075 0.559939 51.647 2.78241 0.927743 0.299004 48.8646 46.0553 2.08097 43.9743 43.697 28.0735 1.46861 1.01747 0.251711 0.115134 0.0859449 15.6235 14.7841 8.25092 7.99812
internal_count=4034 544 532 514 3490 60 3430 3401 297 282 263 3104 84 65 53 3020 2961 56 2905 2876 1597 117 105 87 83 80 1279 1270 1111 1100
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 1 0 2 2 2 1 0 0 2 2 1 2 0 2 0 1 2 1 1 0 0 1 0 2
split_gain=0.00194573 0.0131164 0.016368 0.0493906 0.0378868 0.0373863 0.0083853 0.0512603 0.0558763 0.10654 0.0874208 0.0258236 0.0645847 0.0213129 0.0147583 0.0282059 0.0659394 0.058116 0.110657 0.0274161 0.0434375 0.0256667 0.0314018 0.066707 0.0335761 0.0438193 0.0333795 0.0213484 0.0178264 0.0127111
threshold=41.218101594450012 40.94178426300001 0.34479506600000004 0.34527409360000011 0.37286308795000006 0.5296248615500001 0.34569324270000007 0.48098859315000003 41.827117825850003 41.919251152600005 42.141702038450013 0.34554354660000003 0.47883296910000012 0.47916230050000003 41.319407281650008 41.741384785950011 0.3459626957000001 41.481306584950012 0.48637765340000011 41.535369675400013 0.50465554925000011 0.34739977845000009 42.047301293400004 0.35862698720000002 0.42039160505000012 0.55974372025000008 0.56188437470000008 0.43401395170000007 0.48797940185000005 42.066503896600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 11 8 -8 -10 -11 -2 -13 -12 -9 17 28 -16 -19 -20 -21 -18 23 -23 -25 -26 -27 -22 -17 -24
right_child=6 2 3 4 5 -7 7 14 9 10 13 12 -14 -15 15 16 21 18 19 20 27 22 29 24 25 26 -28 -29 -30 -31
leaf_value=-5.3178163630775892e-05 -0.0011442183872632007 0.021333145348840711 -0.020563484401143313 0.028240476398214472 -0.041064885885363916 0.013586128283851764 0.10139168779138757 0.011944450138226304 -0.11054345838178375 0.10121173622132572 0.0034827849733345888 0.0070256632785112754 -0.042521497741892927 -0.1018327013383156 -0.0035887604864714771 0.029940671308733371 -0.0089568313970878125 -0.11422785648201131 -0.037016544747099991 0.10059117513778515 -0.10056629224060526 0.10171427550217847 -0.015817507760406083 -0.034312668984909644 0.099158008147612289 0.065059553962876868 -0.10069547305479293 0.021178839471457277 0.0067184920834732547 0.0012948377678010507
leaf_weight=29.222587248145686 12.81986820178855 0.63538951749293859 0.61400911974487815 0.75990865602943791 0.19741746205625077 0.3420627496761881 0.10054106607458324 0.98815781588143536 0.054704248807752265 0.12227515103603537 0.064566706962446485 0.53282271802028336 0.51967179552593734 0.027357714046047477 1.7048046842731417 0.89786829549120806 3.2560764233348882 0.14843399124220003 0.11875086413561675 0.05056686163879931 0.023072174409023205 0.096513409167526265 0.46139214553954833 0.1186978433747754 0.060808126989286393 0.021708126412704587 0.027590458405585494 0.038334323175376994 0.52318540960550308 7.3313061605913692
leaf_count=1723 565 18 9 28 14 40 27 42 4 7 143 18 29 10 41 62 29 4 12 4 16 2 10 35 8 2 48 38 2 1044
internal_value=1.0068e-06 0.000546884 0.00742677 0.00280882 0.0138531 -0.00641287 -0.000575008 0.000967534 0.0377904 0.0140104 0.0458201 -0.00238045 -0.0174384 -0.0278603 0.00011017 -0.000675773 0.00108136 -0.0114642 -0.0468745 -0.00354351 0.0319556 -0.00145609 0.0015524 0.0319922 0.00258238 0.0423562 -0.0277069 -0.0245643 0.021391 0.000281645
internal_weight=61.8804 31.7714 2.54879 1.9134 1.29939 0.53948 30.1091 16.2367 0.369445 0.268904 0.2142 13.8724 1.05249 0.0919244 15.8673 14.8791 12.7951 2.08396 0.379158 0.230724 0.111973 11.3741 8.11802 0.325318 0.228805 0.110107 0.0492986 0.0614065 1.42105 7.7927
internal_count=4034 1832 109 91 82 54 2202 1590 191 164 160 612 47 153 1399 1357 1242 115 74 70 58 1178 1149 95 93 58 50 54 64 1054
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 1 0 2 0 1 2 1 0 0 0 0 0 0 1 2 2 1 0 2 1 1 1 1
split_gain=0.00168788 0.0121925 0.00954248 0.0196071 0.0299523 0.0709279 0.0129741 0.00756367 0.0783159 0.0286731 0.0917397 0.0145464 0.024985 0.013375 0.026192 0.0129726 0.0146557 0.0106886 0.072736 0.028416 0.00893671 0.00604122 0.0193765 0.0405793 0.013459 0.00876477 0.0298943 0.00860534 0.00567865 0.0818654
threshold=39.896141435400004 40.003678352300007 39.420767558750008 39.525197829750006 0.34524415440000006 0.50465554925000011 0.52863686715000002 0.39072183470000005 0.52770875125000016 38.748048509250005 0.48028502140000007 0.3782970569500001 36.364346611650006 0.36945001650000003 0.50086823750000009 0.52889135055000014 0.53866650695000018 0.54228915300000013 0.54386096225000014 0.55074698365000019 0.36491422415000008 40.316494640950005 40.206947806850003 0.34554354660000003 0.4784437592000001 40.467253020850002 0.39591628995000006 0.38052752915000004 0.37003383130000006 0.37286308795000006
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 -6 -7 9 -9 11 -11 13 -13 14 20 -10 -17 -18 -19 -20 -1 22 23 -3 -24 26 -23 -25 -27 -30
right_child=1 21 3 4 5 6 -8 8 15 10 -12 12 -14 -15 -16 16 17 18 19 -21 -22 25 24 27 -26 28 -28 -29 29 -31
leaf_value=0.0010011385198841086 0.0075138975790607259 0.02052863480606712 -0.024032259339340129 0.024445559352899236 -0.048208606963814321 0.019213290414042405 -0.0030454822324416844 -0.077825676546004655 0.028263496240064093 -0.0056744785433208806 0.052818764203643703 0.000332942918838475 -0.031862188580288719 0.014823711589901362 -0.02525216384978617 -0.014804546631574265 0.0067425286737195821 -0.10351921760086358 0.040243781185068633 -0.0039655343043161224 0.020542641929344133 0.014134007186791354 -0.0038509208932111742 -0.017030351172859361 -0.025102525116669425 -0.00088116011059018217 -0.0047682237286646549 -0.0012333309956296531 0.070658083602567964 0.00069451180400642663
leaf_weight=2.3006872212629106 2.2203027403922269 0.73571958793218328 0.50844148746489226 0.35254683671519194 0.34409615261574789 0.34698102987022128 1.0674801762164952 0.13457351424486663 0.15236715882201668 0.68971712866186841 0.43866157180809751 0.683390515274368 0.37239737901836634 0.69171355612343166 0.37670447360551396 0.68978055063757882 1.7544726727792297 0.070784490795631316 0.15860086835118625 1.7454820137148139 0.26052518072538067 1.7609646582150156 0.60105468961410202 0.64032668443996932 0.59106717105299822 29.347007607160563 1.5940815698006927 0.74727598991892297 0.17002489794140174 10.234084986845529
leaf_count=279 30 15 47 17 19 34 43 51 14 26 33 27 29 24 18 51 22 9 29 478 19 32 6 14 39 1171 29 65 18 1346
internal_value=2.96743e-06 0.000274627 -0.00100271 -0.00640322 -0.00215742 -0.00749065 0.00241481 0.000342065 -0.00263825 0.00275453 0.017065 -0.000691832 -0.0110229 0.00231328 -0.000632224 -0.000424917 -0.00141407 0.00106264 -0.00398337 -0.000283113 0.00298889 -7.16205e-05 -0.00418502 0.00154319 -0.0143877 0.000244755 0.005153 -0.00852306 -0.000169507 0.00183786
internal_weight=61.7813 48.6419 13.1394 2.61955 2.1111 1.75856 1.41446 10.5199 4.70606 5.8138 1.12838 4.68542 1.05579 3.62963 2.93792 4.57149 4.41912 3.72934 1.97487 1.90408 2.56121 46.4216 3.31544 2.12332 1.19212 43.1062 3.35505 1.3876 39.7511 10.4041
internal_count=4034 2765 1269 160 113 96 77 1109 654 455 59 396 56 340 316 603 589 538 516 507 298 2735 139 94 45 2596 61 79 2535 1364
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 0 0 1 0 2 0 0 0 2 2 2 2 0 2 2 1 0 2 2 0 0 1 1 2 1
split_gain=0.00179226 0.00697514 0.040882 0.0265865 0.0211066 0.0210249 0.0172077 0.00582289 0.0124824 0.00651768 0.0302035 0.0238293 0.0232202 0.0224315 0.0141315 0.0100976 0.0117456 0.0211673 0.00956901 0.00529777 0.00551139 0.00497371 0.00306185 0.0196411 0.0612592 0.0197082 0.0113206 0.038114 0.0164042 0.00669178
threshold=47.709122305950011 0.39672464895000009 49.283271594150008 0.51401155655000019 0.54228915300000013 0.54300769440000007 0.54499865270000014 0.34311846950000008 0.47565941140000007 37.999598532650005 0.46989611090000011 0.46898296455000005 0.46989611090000011 39.458743938000005 39.664548207900005 45.048573272350005 44.952171034750002 0.43513667255000005 35.171584490050009 33.151194885250007 0.31100865245000009 0.44284602260000011 43.084235337800003 43.157831852650006 0.50339810185000011 0.48386275860000011 0.36160593995000007 0.39814676205000005 43.487767439550005 0.34467530910000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -7 8 9 12 11 13 18 -11 -15 16 17 -16 19 20 -1 -19 29 24 -24 -25 -27 28 -28 -9
right_child=1 2 -4 4 5 6 -8 22 -10 10 -12 -13 -14 14 15 -17 -18 21 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.10006682511536094 -0.0013820065372881656 0.056950900317617049 -0.0028627045341266758 -0.050775723998726235 0.10092304473718883 0.058835979305916955 -0.10119903772942987 0.0043617234153219778 -0.10097040329137291 -0.10094708180833765 -0.10190320851305774 0.099650135804463136 0.10075240875586154 0.1002187211006423 -0.10037422189641626 -0.10018894828097502 0.07230645745555267 0.040421158845339977 -0.045218526865718922 0.074400255303077034 -0.10014504251494816 -0.015643881130595925 -0.10328420399702481 -0.010489815539324031 0.028235500035796342 0.0085159317581005572 -0.0012666958358331292 0.00081446257768204961 -0.089293468597549649 -0.00012406564871398517
leaf_weight=0.0020180363207914489 1.9817632251724693 0.23083503520638238 0.90566943357883822 0.049985444692538294 0.027404377236962318 0.013054578099399805 0.013843889058932746 3.565791165795182 0.015600474395796482 0.025293482654575428 0.036041913890699107 0.020603715627657948 0.022704176817569532 0.013170534744858742 0.021748897767593922 0.011013252164048026 0.018688437528908253 0.033494863542728126 0.041170661158286492 0.013591564114904031 0.0043144802876637911 0.029991585625452899 0.072538709918250954 1.6103103027234751 0.069200743550027255 1.7651267808978446 0.030346052340064378 1.6333085314379665 0.070013496903897021 49.360011558909882
leaf_count=1 31 19 254 16 1 3 42 59 6 22 6 12 4 2 157 42 3 15 49 14 62 32 30 159 19 26 14 304 139 2491
internal_value=3.38231e-06 0.00229928 0.00817895 0.038019 -0.00388561 0.0392765 -0.0235296 -0.000123121 -0.0138043 -0.00917663 -0.0185836 -0.00132542 0.0144024 -0.0148877 0.00210378 -0.00913912 0.00050982 -0.0152321 -0.0176872 0.0392028 -0.0363418 0.0139355 -5.03492e-05 -0.00235358 -0.039073 -0.00133489 0.00287864 -0.00286094 -0.0626765 0.000178157
internal_weight=61.7086 3.22256 1.24079 0.335123 0.104288 0.0543028 0.0268985 58.4861 0.309446 0.293846 0.210047 0.174005 0.0837989 0.153401 0.128108 0.114937 0.103924 0.0852353 0.0610947 0.0199241 0.00633252 0.0634864 58.1766 5.25084 0.141739 5.10911 3.49879 1.73367 0.10036 52.9258
internal_count=4034 366 335 81 62 46 45 3668 427 421 291 285 130 273 251 249 207 204 126 77 63 47 3241 691 49 642 483 457 153 2550
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 0 1 0 0 1 1 2 1 2 1 0 0 0 0 1 1 1 0 2 0 0 0 1 0 2
split_gain=0.00165709 0.0219801 0.0372526 0.0973575 0.0111185 0.00918326 0.010347 0.0090498 0.00713315 0.027844 0.0667259 0.0112765 0.00915918 0.042393 0.0891418 0.0788185 0.0326481 0.105836 0.0275433 0.0173885 0.0937755 0.0933587 0.047151 0.0168056 0.0149172 0.113797 0.0296971 0.0386233 0.0219944 0.0757094
threshold=0.48447651265000008 0.34494476210000008 0.34587287805000005 43.157831852650006 0.48351845755000006 0.48597347385000006 0.34641178410000012 0.49053920540000012 0.49649711085000009 0.35862698720000002 0.34988473400000003 42.047301293400004 0.37668033890000002 38.478081868400004 0.37286308795000006 0.50339810185000011 0.51505942935000004 0.51401155655000019 0.52005927965000021 0.38976377950000002 0.38552737940000009 0.39019789825000006 0.5231430197000001 40.280372415600006 0.52688542260000015 0.52432561900000019 0.52812790035000023 0.39476362980000007 0.5296248615500001 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -4 -7 -8 -9 10 -10 -12 13 -11 15 -15 17 23 -18 20 -20 -21 -23 -14 25 -24 27 -26 29 -28
right_child=1 2 5 -5 -6 6 7 8 9 12 11 -13 16 14 -16 -17 18 -19 19 21 -22 22 24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.00010307485516696325 -0.023023569260259856 0.052801297537445863 0.01026160467794646 -0.0087023957994515171 -0.0092357015744363169 -0.0091746046598390908 0.0087174705046496499 -0.0060211468098048055 -0.0071907788944958768 0.0052140580771968129 0.10028390040973485 0.049841497527427885 0.001680156444910612 -0.057289584577075482 -0.088587370671344368 0.011958398059095434 -0.027895165656084964 0.096677382255534336 -0.011514675069879531 -0.065801555015196869 0.047895257792241824 0.029604685516161185 0.0025721806957778449 -0.066751838856020693 0.069920428837098592 -0.10206954294929955 0.025146098448224026 -0.039180008965860838 0.00027941547446416916 -0.10181356833588234
leaf_weight=29.194860213370234 0.3916474417783381 0.47460781037807709 0.8743505118181919 0.56231200322508812 1.396861434157471 1.2144933547824681 1.2087794661185274 1.9074186393808883 0.25905439397320762 1.3711042197765011 0.07933714516548207 0.10040625397232361 0.097753853794325857 0.23198196321027342 0.16699219312170044 0.56392695021168038 0.34678277911958133 0.13968758218879884 0.65020686088315105 0.21431761444546538 0.44926699554389415 0.54340725440767457 0.6677022803592102 0.056703428501933134 0.12638324846921456 0.12308221697355792 0.10076211695559578 0.043657701472588073 18.01403973530617 0.087982182378134155
leaf_count=1327 18 45 21 3 34 8 37 50 8 64 25 17 17 34 47 36 37 9 23 12 41 36 33 47 13 109 9 88 1711 75
internal_value=2.34595e-06 0.000516764 0.000817304 0.0194484 -0.000520084 0.000165508 -0.000141374 0.000256829 -0.000131413 0.000328354 0.0252915 0.0721063 -0.000128133 -0.00608005 -0.0221621 -0.00822517 0.000513173 0.0336019 5.76764e-05 0.000518818 0.0127614 -0.00015686 0.000557038 -0.0234422 -0.000266643 -0.0137149 0.000312182 0.0419091 -7.63951e-05 -0.0340355
internal_weight=61.6599 31.0681 30.6765 1.03692 30.5917 29.6396 28.7652 27.5507 26.342 24.4345 0.438798 0.179743 23.9957 2.33401 0.962901 0.795909 21.6617 0.294145 21.3676 21.0208 1.09947 19.9213 19.707 0.154457 19.1636 0.790784 18.3728 0.170041 18.2028 0.188744
internal_count=4034 2673 2655 48 1361 2607 2586 2578 2541 2491 50 42 2441 181 117 70 2260 73 2187 2150 64 2086 2074 64 2038 142 1896 101 1795 84
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 2 2 2 0 1 2 1 0 1 2 2 2 2 1 2 0 0 2 2 2 2 2 0 0
split_gain=0.00169598 0.139841 0.00715379 0.00465711 0.0266923 0.00650209 0.0104541 0.00808467 0.00913885 0.0048928 0.00460938 0.0067338 0.0267941 0.0195676 0.112335 0.0411241 0.0288772 0.0857826 0.0125196 0.0193793 0.046463 0.0110239 0.0124505 0.0102192 0.0678019 0.010031 0.00676606 0.00438733 0.00330432 0.023678
threshold=0.40509266190000009 0.41615520495000008 0.40301188585000008 0.4591329601000001 0.56439926950000008 38.903925214650009 39.184300550350009 42.402981339000007 42.434124620650003 0.59734738480000016 0.41804137600000008 40.750688432250008 0.42114008565000011 0.55257327625000008 0.42473279245000012 41.571132012400007 42.522337019050006 43.077238082650005 40.377444152000002 0.42039160505000012 39.952536079750011 0.55769288345000012 0.5654770815500002 38.903925214650009 38.244973486750006 40.098777110850008 42.599563320500003 37.52517992975001 0.5223196910500002 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 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 27 28 10 -5 -6 -7 -8 -9 -10 -3 18 -13 14 -14 -16 -17 -18 19 -12 23 -15 -23 24 -21 -22 -24 -2 -1 -30
right_child=1 3 -4 4 5 6 7 8 9 -11 11 12 13 21 15 16 17 -19 -20 20 25 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00025043151044640445 -0.062736307457969986 0.0048251187901690116 0.011372453048633276 0.049699335553220265 -0.10092543482230545 0.091060093924354102 -0.10029507757872738 0.10020283102035371 -0.10018394264161959 0.039629518777248851 -0.0085150543191732566 0.019501809554331704 -0.10421791058700972 0.013289888877178949 -0.047149394990849643 0.090159740979536412 -0.10199980809925516 0.086219218085926905 -0.012018251529409598 -0.0028015222759623436 0.077531670426442253 -0.012682068498033584 0.010249532072470683 -0.0080724660275702954 0.064384959867039668 0.031332428989346614 -0.0024106191619517828 -0.10238568362367043 0.021752699569934281 0.00051880768893386973
leaf_weight=41.134050894566023 0.03589971940368375 1.676934534879378 0.57174541122165479 0.093964958381036995 0.013052826925805477 0.0070221542398485317 0.014035128573628874 0.0061086886562407008 0.0072789890497162446 0.0038147590939985321 1.6830551089851731 0.73015998728288867 0.11696914062304137 0.59014431734436845 0.074531763741390478 0.071809602458955624 0.04184377127753347 0.057473021793592871 1.2482246601050802 1.0445609181467332 0.089373581344261654 0.75039779456142275 0.70901044690720016 0.73413422919406901 0.17542867464044309 0.09911937727156328 1.0433413176151729 0.12536383596434941 0.56178040646773197 8.0548250364772098
leaf_count=1877 20 29 14 20 259 16 235 1 122 225 33 25 18 17 9 8 8 82 31 140 27 42 47 59 18 19 71 84 23 455
internal_value=2.29974e-06 -0.0011081 0.000250386 0.000237257 0.0180239 -0.0399811 -0.0191891 -0.0439729 0.0019792 -0.0521069 9.84495e-07 -0.000872679 0.0020964 -0.0015814 -0.0235582 0.0148476 0.0418495 0.0069195 -0.00332201 -0.000484631 0.00582338 0.000995276 -0.00190377 0.00124984 0.00685957 0.0532377 0.00271174 -0.0935591 0.000122569 0.0019032
internal_weight=61.5655 11.2431 50.3224 11.0818 0.145278 0.0513125 0.0382597 0.0312376 0.0172024 0.0110937 10.9365 9.25958 4.18568 3.45552 0.362627 0.245658 0.171126 0.0993168 5.0739 3.82567 2.14262 3.09289 2.50275 1.95412 1.21999 0.188493 1.75235 0.161264 49.7507 8.61661
internal_count=4034 1665 2369 1561 878 858 599 583 348 347 683 654 327 302 125 107 98 90 327 296 263 177 160 217 158 46 118 104 2355 478
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 2 0 2 1 0 0 2 2 2 2 1 2 1 2 0 2 0 0 0 1 0 0 1
split_gain=0.00183658 0.00987741 0.00652711 0.0189105 0.0239569 0.0593304 0.0111497 0.00702939 0.00511207 0.0784436 0.031201 0.111222 0.0612681 0.113694 0.058219 0.0555325 0.0417095 0.0358704 0.0208562 0.0329786 0.0177761 0.0138962 0.0154691 0.0223464 0.0393866 0.0148565 0.0127287 0.0376077 0.0115053 0.0558626
threshold=39.896141435400004 40.003678352300007 39.420767558750008 39.525197829750006 0.34524415440000006 0.50465554925000011 0.39591628995000006 39.256147742250008 0.53866650695000018 40.206947806850003 0.38733870245000007 0.52432561900000019 0.5054040298000001 42.558389508100007 42.094663496250007 41.257403903850005 43.018222997350009 0.39814676205000005 41.436838994450007 0.39542229275000007 48.457543166250012 0.54228915300000013 40.340071172300007 0.54499865270000014 0.55257327625000008 0.55609113500000007 0.42473279245000012 0.54562737640000014 0.49649711085000009 0.34829795515000012
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 -6 -7 -1 10 -10 12 18 28 -14 15 -13 -15 20 -12 -20 -16 -11 -23 -24 26 -26 27 -25 29 -3
right_child=1 8 3 4 5 6 -8 -9 9 21 11 14 13 16 17 -17 -18 -19 19 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0005949089416297914 0.0068229664182613741 0.00054326531531207812 -0.022991634621899959 0.022571381661461973 -0.043986392040407073 0.018614571957738461 -0.0021727975720962516 0.010296558042832615 -0.079673086076616398 -0.0068269415855183469 0.10114054660128667 0.0026354510494518472 -0.050129210001249702 0.09189419270129337 -0.10131362533214966 0.033946722913382146 -5.2202669854242508e-05 -0.012752779884654951 -0.061405251181378066 0.088612483159328792 0.0067192508197714265 0.043382378648393505 0.012120398436621535 -0.0094017790592633103 0.040848341670987297 -0.00059889938349571106 -0.015144691100558584 -0.10230180234856356 0.013249400105836176 -0.027134447208155128
leaf_weight=9.7992913374385822 2.2054942427690056 31.840846447512245 0.50106895803025908 0.34853220125660334 0.33482542623278266 0.34004745756101318 1.0697360698263016 0.63071753455545909 0.12886404613949309 2.7779075457392528 0.14488130819339862 2.17626153753372 0.59254045432953617 0.081077242735773325 0.075940770716257933 0.76573155563437456 0.12602078937197803 0.51344473764816945 0.023542426013470674 0.038811395165979756 0.0190520415235369 0.088189620490567111 1.3891364064520528 0.090635777683928498 0.088576009051280713 3.6578457127190473 0.16200586174591081 0.083925254566509011 0.65961456523837014 0.74631557228922218
leaf_count=1079 30 1037 47 17 19 35 42 30 53 38 16 29 38 4 136 52 48 81 18 68 4 24 35 8 25 748 17 39 78 139
internal_value=1.52574e-06 0.000284778 -0.00105275 -0.00554149 -0.00136417 -0.00614593 0.00284123 6.37136e-05 -2.68618e-05 -0.00224785 0.000470579 0.0091181 -0.000483839 -0.0278371 0.00496161 0.010785 0.0359441 -0.0231966 0.0803287 0.0319715 -0.0796462 -0.00105127 0.00183423 0.00116463 -0.0025628 0.000381031 -0.0353314 -0.0540661 0.000174052 -9.06134e-05
internal_weight=61.5009 48.4767 13.0242 2.59421 2.09314 1.74461 1.40978 10.43 46.2712 8.46709 37.8041 3.75767 34.0464 0.799638 3.55043 2.94199 0.207098 0.608438 0.207235 0.0623538 0.0949928 8.33822 5.56031 5.47213 4.08299 3.74642 0.336567 0.174561 33.2468 32.5872
internal_count=4034 2765 1269 160 113 96 77 1109 2735 987 1748 404 1344 90 302 81 52 221 102 86 140 934 896 872 837 773 64 47 1254 1176
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 0 0 1 1 2 2 2 0 1 1 0 0 1 0 1 0 1 1 2 0 0 0 1 0
split_gain=0.00192186 0.0217656 0.00751232 0.00499764 0.0351628 0.00403706 0.00383685 0.0266228 0.0178396 0.0569697 0.00907079 0.0553242 0.0155835 0.00823585 0.0138539 0.0122018 0.0283413 0.00847302 0.0421507 0.0448174 0.0315543 0.0955655 0.0596667 0.0294822 0.0506082 0.0588834 0.0199396 0.0107573 0.0166254 0.0779763
threshold=43.752965619700007 43.832725745850006 43.525909308350002 0.39606598605000004 0.31060447290000009 0.30910751175000006 0.48447651265000008 0.48351845755000006 0.34587287805000005 0.34530403280000005 43.047778594550003 42.824128352900011 42.753078181500008 0.48597347385000006 0.34739977845000009 0.35275889945000011 0.49485045360000007 0.50278434775000014 0.36575252235000005 0.50339810185000011 0.37078231190000005 0.51191581090000016 0.37286308795000006 0.36575252235000005 35.782584506850007 0.49830843385000007 0.51505942935000004 0.52005927965000021 0.38906020780000011 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -3 7 10 9 -8 11 12 -1 -10 -15 16 -16 23 -19 -20 -21 22 -22 24 -17 -26 -23 -28 -29 -30
right_child=1 3 -4 -5 -6 -7 8 -9 13 -11 -12 -13 -14 14 15 17 -18 18 19 20 21 26 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.00015430993128132673 0.042987131897675918 -0.0046826066378010322 -0.010917586177417076 0.0013290731131356528 -0.10224648757273934 0.044552436232591579 -0.010701575755016377 -0.014713148536385147 0.0097863993568684388 0.030411956420484238 -0.0077073893011464917 0.027186864844090927 -0.016935671289103529 -0.0072772095116732174 -0.0049197837470407631 0.0034742669414584005 0.021865311518892767 0.036893233555689679 -0.050953873852550458 0.026969693014270227 -0.0071226947341264018 0.026956584245141014 -0.10381734026614849 0.024512900900538148 0.0047002365838009763 -0.07297743087728234 -0.016209651707960626 0.013339516782079498 -0.059102296067744732 0.00057698185912282904
leaf_weight=23.123522128107368 0.12585209935913599 0.03138946136449039 0.64137027895950538 4.323705424671906 0.03502452970133163 0.035475931130349636 0.61200409254525101 1.3245880346803449 0.87093460545293311 0.75014239212032408 1.5072907827602531 0.74130523915266522 0.56693190849720565 2.4405114692635861 0.75401595805306232 0.5794535835157173 0.82973690592916682 0.31349717643752484 0.17152551328763621 0.43671885662479581 0.11528849364549643 0.28249903204624871 0.14293365716218887 0.22577018382693836 0.16072677206830122 0.24842683240422048 0.39156312416050099 0.96345737378578888 0.22156531897417409 18.443508704417347
leaf_count=879 15 40 58 875 6 13 33 32 21 31 110 48 21 24 14 20 30 20 4 29 6 18 51 38 31 26 29 33 28 1451
internal_value=2.0988e-06 0.00197936 -0.000156176 0.00081321 -0.0210775 0.0214394 -3.34032e-05 -0.000884766 0.000768248 0.0119399 -0.000178614 0.000285866 -0.000555902 0.000216735 -9.51726e-05 0.000626712 0.00911308 3.45477e-05 0.000493925 -4.51205e-05 0.000370745 -0.000194226 -0.0606461 -0.00809192 -0.0155379 -0.0424635 0.000574642 0.000202372 0.00052977 -0.000131446
internal_weight=61.4107 4.55145 56.8593 4.4256 0.10189 0.0668654 56.2179 27.2636 28.9543 1.36215 25.9391 24.4318 23.6905 27.5921 26.7212 24.2807 1.58375 22.6969 21.4826 21.1691 20.9975 20.5608 0.258222 1.21438 0.988607 0.409154 20.3026 20.0201 19.6285 18.6651
internal_count=4034 949 3085 934 59 53 3027 1090 1937 64 1058 948 900 1873 1852 1828 44 1784 1669 1649 1645 1616 57 115 77 57 1559 1541 1512 1479
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 0 2 1 0 2 2 2 1 2 2 0 0 0 2 1 2 2 1 0 1 0 0 0 1
split_gain=0.00209488 0.0128389 0.0152856 0.0413933 0.028022 0.0365163 0.0068018 0.0469544 0.00677242 0.0463906 0.0508865 0.0948258 0.0781637 0.0260757 0.0591501 0.0400757 0.0203306 0.0119863 0.0425321 0.0166153 0.0117952 0.0116455 0.0428884 0.0863019 0.0234898 0.022584 0.0220368 0.0171755 0.0149569 0.0157127
threshold=41.218101594450012 40.94178426300001 0.34479506600000004 0.34527409360000011 0.37286308795000006 0.5296248615500001 0.56719858685000013 40.80591513400001 0.34569324270000007 0.48098859315000003 41.827117825850003 41.919251152600005 42.141702038450013 0.34536391125000004 42.434124620650003 43.047778594550003 0.47916230050000003 0.4815274992000001 0.48244064550000004 41.32819714970001 0.3453339720000001 42.824128352900011 41.872294782850005 0.34494476210000008 0.47736594710000008 0.34503457980000002 0.47464147780000004 0.48028502140000007 0.47883296910000012 0.34509445825000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 -1 -8 13 10 -10 -12 -13 20 -15 -16 -14 -11 -19 -20 21 22 28 24 26 27 -24 -23 29 -2
right_child=8 2 3 4 5 -7 7 -9 9 17 11 12 16 14 15 -17 -18 18 19 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0003507358364831556 0.0068055067756287351 0.020887262032903541 -0.018226221078844178 0.025798488410297471 -0.041365883287655725 0.014903302967112571 0.0030803322355951769 0.098374701062002093 0.10116554330866992 -0.011572989729502232 -0.10944441650163009 0.10042221706609938 0.0046031608209373817 -0.024842255602723171 0.019111322827292374 -0.015216007361680287 -0.10165228977159886 0.044382977319415623 -0.012798113547663983 0.00089781620670032608 0.0095987492023966933 0.0031609705929065892 0.03071347673294475 -0.0091088185644647504 -0.1053412998378017 0.018955544222972978 -0.10144329939257955 -0.011747934539846299 0.010492323468159192 -0.008856885377799115
leaf_weight=27.698707706475414 0.9763156774479248 0.63213960355687904 0.61986102542141441 0.74028618243391953 0.17698641618858346 0.33106403852355015 1.2139657464974352 0.05400634257165382 0.091258339279198242 0.84581085597164829 0.049887848585058236 0.11161357186637133 0.064747819712942523 1.4546565903351614 0.77525313853038802 0.60589652229872115 0.024944796055478946 0.21925521781667967 0.94716560540427153 13.667229986374901 1.1434313156914875 3.1954802364881303 0.029339839452675376 0.87084764103110501 0.13713170200935565 0.6997046422193306 0.022137471307360101 1.0191561360843477 1.0514124506153164 1.8623174556810225
leaf_count=1207 46 18 9 28 14 40 489 27 27 11 4 7 143 42 42 36 10 6 43 1339 12 214 55 52 8 36 10 8 33 18
internal_value=1.21267e-06 0.000570575 0.00744578 0.0028976 0.0133866 -0.00469885 -2.28764e-05 0.00713918 -0.000598692 0.000801056 0.0372113 0.0139768 0.0445631 -0.00221875 -0.0107695 0.00405227 -0.024948 5.82715e-06 0.000666048 1.01768e-05 -1.5827e-05 -0.00113036 -0.00455416 -0.0223913 -0.0837192 0.00231793 -0.0261197 -0.000444205 0.000303788 -0.00346998
internal_weight=61.332 31.467 2.50034 1.8682 1.24834 0.50805 28.9667 1.26797 29.865 16.0219 0.342452 0.251194 0.201306 13.8431 2.83581 1.38115 0.0896926 15.6795 14.8337 14.6144 11.0073 9.86384 4.9495 1.05946 0.188609 4.91434 0.0514773 4.21464 3.89005 2.83863
internal_count=4034 1832 109 91 82 54 1723 516 2202 1590 191 164 160 612 120 78 153 1399 1388 1382 492 480 222 125 73 258 65 222 97 64
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 1 1 1 2 1 1 0 2 1 0 1 0 2 1 1 2 1 0 0 2 2 0 0 2
split_gain=0.00196908 0.0146962 0.00648104 0.0500817 0.0134931 0.0294319 0.0425214 0.093677 0.0226133 0.0181322 0.0344896 0.00856792 0.0260496 0.0339279 0.0232115 0.0132112 0.0892447 0.031475 0.039902 0.114578 0.010413 0.00684704 0.0123192 0.0100736 0.0353108 0.0251171 0.03152 0.00473099 0.0261557 0.0846247
threshold=0.5398790455000001 0.54064249575000012 0.42473279245000012 0.54386096225000014 41.178189531300006 0.54300769440000007 0.42114008565000011 0.41988263825000011 0.3979222179000001 40.750688432250008 0.41911918805000009 0.46280051495000007 0.56065686655000013 38.903925214650009 0.4662734648500001 0.56294721715000018 0.45036076765000005 0.55832160710000012 41.571132012400007 0.43590012275000006 0.46476153410000004 42.558389508100007 0.45280081435000008 0.57294691775000006 0.5654770815500002 41.178189531300006 39.458743938000005 0.48597347385000006 0.48797940185000005 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 4 -4 9 -6 7 8 -7 10 -3 15 -13 20 -15 16 17 18 19 -5 -14 22 23 24 -17 26 -26 -1 29 -29
right_child=1 2 3 11 5 6 -8 -9 -10 -11 -12 12 13 14 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00048579500160598576 -0.034378770685998088 0.00068927952444388513 0.06229653612296554 -0.10212131338700943 -0.0030503852581694399 -0.0038190534337724266 -0.10397725386385946 0.10016168719995584 -0.10205821263829712 0.0095662914666701238 -0.022857149143467301 -0.10080094750999441 0.04240100544900588 0.097055174534712463 -0.055960705794552007 0.0035157774290647649 -0.10299792682295197 -0.054277431412824706 0.069972278183545733 0.049425389147113641 -0.10111283073293501 -0.0040858654662710063 -0.0041759404507061629 -0.00066496578757291444 0.063980226473495008 0.079035465193808344 -0.016718973068665252 0.067223825897171255 0.00090567570482849775 -0.015851684965269171
leaf_weight=31.685330607344643 0.13212924227445455 2.7033719164364807 0.13319014577427868 0.078531314050337531 0.58269456045218238 0.035891108809209982 0.080358483601230546 0.048785565772050177 0.067494140204900077 1.1873171478509901 0.80799432602009336 0.014143719352205431 0.00713324962362094 0.069022062153408115 0.011576246011750335 0.72970751071807194 0.095150195077962962 0.072860841976535085 0.10243486508261412 0.13678876752237557 0.017359550399251023 1.526891849793756 1.047632688416775 0.59693821369557287 0.091241063963025226 0.12218706712883431 0.10308138525579125 0.23726062907371925 18.480108329896151 0.25376254666605291
leaf_count=1399 14 56 11 57 16 38 18 7 45 12 41 6 7 11 517 27 20 25 12 11 241 139 98 83 23 12 18 26 1023 21
internal_value=2.61612e-06 -0.00123668 -0.000818424 0.00180594 -0.00317718 -0.0150534 -0.0451316 -0.0140563 -0.0679536 -0.00111666 -0.00472895 0.00013534 0.0266081 0.0437555 0.0750777 -0.000535759 -0.0161523 0.00500241 0.0185952 -0.00584657 -0.0593161 0.00126286 0.004298 0.00970077 0.0156151 0.04351 0.0211721 0.000261989 0.00151093 0.0242901
internal_weight=61.2584 10.6019 10.4698 4.95587 5.51391 0.815224 0.232529 0.152171 0.103385 4.69868 3.51137 4.82268 0.119235 0.105091 0.0805983 4.70345 0.485766 0.390616 0.317755 0.21532 0.0244928 4.21768 2.69079 1.64316 1.04622 0.31651 0.194322 50.6565 18.9711 0.491023
internal_count=4034 1565 1551 1318 233 124 108 90 83 109 97 1307 782 776 528 525 125 105 80 68 248 400 261 163 80 53 41 2469 1070 47
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=2 1 0 2 0 0 1 0 1 2 1 2 2 1 1 1 0 0 1 1 2 1 0 2 0 2 0 0 2 2
split_gain=0.00195759 0.00427377 0.0334769 0.00372944 0.0189827 0.0111264 0.0380848 0.0180086 0.00602444 0.00295261 0.00498981 0.00252097 0.0100781 0.0125537 0.0338802 0.0227781 0.0306941 0.00665249 0.0346705 0.0299012 0.136086 0.0277705 0.0652151 0.0255966 0.0216656 0.021174 0.0156471 0.0398484 0.0169663 0.0152498
threshold=35.171584490050009 0.38906020780000011 0.54386096225000014 34.883496062400006 0.51505942935000004 0.51191581090000016 0.36575252235000005 0.49485045360000007 0.34398670700000006 33.151194885250007 0.31100865245000009 41.218101594450012 40.94178426300001 0.34479506600000004 0.34527409360000011 0.37286308795000006 0.5296248615500001 0.48597347385000006 0.37078231190000005 0.3782970569500001 38.244973486750006 0.38906020780000011 0.5223196910500002 40.563919884450009 0.52366695610000014 39.861052345600008 0.50339810185000011 0.50086823750000009 36.893814626400008 40.720231579350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 9 10 -1 12 17 -14 -15 -16 -17 23 25 20 -20 -21 -23 -2 -24 26 27 28 -19 -25
right_child=11 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 14 15 16 -18 18 19 21 -22 22 24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.10006057314819838 0.00047633270784004699 0.06894023468156027 -0.005079777749779745 -0.012000858901427177 -0.0084939831949313437 0.10018999827186466 -0.10087448000669555 0.1006573248292822 -0.10023505211916602 0.056498649751022201 -0.10013096813929796 -0.00054751721025571634 0.019148825568392036 -0.016212408883316994 0.023695989515407852 -0.037860329319289503 0.014149047048076548 -0.0056613235403350989 0.038596930756434597 0.019563869046418835 -0.10587438495330702 -0.054834073686222118 0.017694639152088236 -0.024032744273894659 -0.00055859203319763746 0.027751534017463855 0.026189998091203311 -0.037143583807323036 0.036714508651165219 -0.0055128602602100901
leaf_weight=0.0018296454800239845 9.9789082343021533 0.069638169778045267 0.49838660077601415 0.61843588848000763 0.54838382705929689 0.022766632493585348 0.019375114895638035 0.038755832065362483 0.0059494746528041256 0.0086050934296508785 0.0038968699144876773 29.782928136227198 0.62268398070116804 0.62501654791412864 0.72648017766641693 0.17459003511805804 0.32415217839377419 0.18540669110370689 0.13049718970432778 0.73020292189903457 0.13030490948585793 0.21705861600798826 0.68863503309603302 0.68797810494825817 11.670917601900209 0.750694841852237 0.24151221453212202 0.22600821062951582 0.19266138032253366 1.256930171031186
leaf_count=1 276 12 199 14 12 4 7 11 35 14 62 2202 18 9 28 14 40 17 11 39 29 36 31 72 725 35 13 13 32 23
internal_value=2.32268e-06 -0.0032136 0.00399486 -0.00644277 -0.00115102 0.0386475 0.0207789 0.0607038 -0.0156447 0.0194712 -0.0361689 0.00010182 0.00075604 0.00686706 0.00273373 0.0123986 -0.00405739 0.000198145 0.0015878 -5.23237e-05 -0.0335855 0.000604897 -0.000495868 -0.00156913 0.00045842 0.0155281 0.00467635 -0.00392489 0.0159332 -0.012064
internal_weight=61.1796 1.83602 0.568025 1.268 0.649562 0.101179 0.078412 0.0590369 0.0202811 0.0143316 0.00572652 59.3436 29.5606 2.47292 1.85024 1.22522 0.498742 27.0877 15.1639 13.5676 0.260802 13.3068 12.5766 11.9238 12.3596 1.59628 0.845588 0.604076 0.378068 1.94491
internal_count=4034 371 211 160 146 134 130 123 112 77 63 3663 1461 109 91 82 54 1352 981 871 40 831 792 371 756 110 75 62 49 95
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=2 1 0 2 0 0 1 0 1 2 1 2 2 0 1 1 1 0 1 2 2 2 0 2 1 0 0 2 1 0
split_gain=0.00157078 0.0034725 0.0284937 0.00298552 0.0166946 0.0101328 0.0342453 0.0164949 0.00543207 0.00251495 0.00451448 0.00204326 0.00826502 0.0137741 0.00744016 0.0255147 0.0138637 0.00553338 0.0271177 0.00710488 0.0621411 0.00596423 0.024815 0.0153217 0.00877592 0.0148337 0.016316 0.0185719 0.0428705 0.118749
threshold=35.171584490050009 0.38906020780000011 0.54386096225000014 34.883496062400006 0.51505942935000004 0.51191581090000016 0.36575252235000005 0.49485045360000007 0.34398670700000006 33.151194885250007 0.31100865245000009 41.218101594450012 40.94178426300001 0.48119816770000007 0.34641178410000012 0.39670967935000007 0.42290649980000011 0.56719858685000013 0.43837010870000009 39.458743938000005 39.420767558750008 40.633548727200008 0.48306936920000004 40.583589072600013 0.39542229275000007 0.53833717555000005 0.5398790455000001 38.748048509250005 0.41911918805000009 0.54499865270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 9 10 -1 12 17 -14 -15 -16 -17 21 -19 20 -20 23 -23 24 -2 -26 -27 -28 -29 -30
right_child=11 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 14 15 16 -18 18 19 -21 -22 22 -24 -25 25 26 27 28 29 -31
leaf_value=0.10005481065608182 0.0015409385113592852 0.065102340558215163 -0.0045558807466222371 -0.010734971237973229 -0.0076073513275983278 0.10017188908920108 -0.10079076617868261 0.10059461401965841 -0.10021263842909807 0.052533776702073667 -0.10011849708024199 -0.00049263176308787836 0.016145518447718481 -0.0047595181001212784 0.033286566570292934 0.013286465633707832 -0.027919767267825774 0.065310099798287974 -0.00099300810283008871 -0.0048068940407187582 0.10062762276918119 -0.019789221627311518 6.4579933753361422e-05 0.015479388627371938 -0.013257740901662955 0.0050726668211278497 0.0013306522464091343 -0.0024543708716575595 -0.10415068125783958 -0.00021375545769959601
leaf_weight=0.0016556222690322095 13.732011183704182 0.066536108675791072 0.50003676592934543 0.62202632729497509 0.55092550761764869 0.020603636745363474 0.01754514949800523 0.035088475560769439 0.0053844498947602229 0.0083434028183546616 0.0035264506625360958 29.79060938033702 0.89278581506516674 0.97773159667849519 0.25442764563922537 0.15166603261604905 0.1768658040889477 0.074189544464388413 0.52156906028325967 0.58752596522799116 0.068022859595714635 0.77155042019329911 3.4204701522041319 0.66467814857423846 1.1356555768014995 2.6562289901048644 1.869793370857231 1.075514684549489 0.17431628890335549 0.29757411913112719
leaf_count=1 561 12 199 14 12 4 7 11 35 14 62 2202 35 16 13 11 34 21 194 122 6 74 47 9 98 20 95 20 15 70
internal_value=2.45432e-06 -0.00288176 0.00362451 -0.00579558 -0.00101784 0.0383792 0.0205837 0.0600207 -0.0152666 0.0185502 -0.0361651 9.15527e-05 0.000681441 0.00623892 0.000571891 0.00951366 -0.008897 0.000177352 0.00667159 0.00297581 0.0107312 -0.000137647 -0.00358956 0.000532103 5.76707e-05 -0.00276769 -0.000806179 -0.00537588 -0.0134797 -0.038608
internal_weight=61.1249 1.83167 0.566573 1.2651 0.643073 0.0921472 0.0715436 0.0539984 0.0189099 0.0135255 0.00518207 59.2932 29.5026 2.45348 1.56069 0.582959 0.328532 27.0491 1.25131 1.17712 0.589592 25.7978 4.19202 21.6058 20.9411 7.20908 6.07343 3.4172 1.54741 0.47189
internal_count=4034 371 211 160 146 134 130 123 112 77 63 3663 1461 109 74 58 45 1352 343 322 200 1009 121 888 879 318 220 200 105 85
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 2 2 1 2 1 0 1 1 2 0 2 0 2 1 1 0 2 2 2 2 2 0 2 1
split_gain=0.00135059 0.00778522 0.0256309 0.0389174 0.0574511 0.0126553 0.025517 0.0344264 0.0136148 0.0103476 0.00773414 0.0144477 0.00710993 0.0293812 0.0126479 0.0111271 0.00628855 0.0071461 0.00778449 0.00428653 0.00390739 0.00344852 0.00245123 0.0302691 0.0276012 0.00712682 0.0386802 0.0137622 0.0385232 0.00677512
threshold=0.44922307715000004 0.55769288345000012 0.5654770815500002 0.56341127510000011 0.56294721715000018 0.56915960600000015 40.94178426300001 40.80591513400001 0.43837010870000009 42.006870117350005 0.45107930900000009 0.56188437470000008 0.46280051495000007 0.46476153410000004 38.903925214650009 0.5681267027500001 38.804080188450008 0.56859076075000015 39.458743938000005 0.48459626955000007 0.48627286610000009 0.57402472980000019 38.748048509250005 38.400997490450003 38.969453495950006 39.525197829750006 39.420767558750008 0.48028502140000007 39.110279783550006 0.42114008565000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 9 -4 7 8 -7 -3 -2 -12 16 -14 -15 -16 -13 -18 -19 -17 -21 -20 23 -1 -24 26 27 -26 -29 -27
right_child=10 2 5 -5 -6 6 -8 -9 -10 -11 11 12 13 14 15 19 17 18 21 20 -22 -23 24 -25 25 29 -28 28 -30 -31
leaf_value=0.00038182067888060473 0.012151275133858672 -0.10118970170804445 0.0048863331741198892 -0.10287721456014305 0.082371364027106403 0.0028866739667573384 -0.081028643228973407 0.10026935602903456 -0.10257783067512001 -0.029368417747508792 -0.047168825377374553 0.0094464412871699786 0.090194053175001648 -0.10100701777658548 0.085826531222015681 -0.10021978230122019 -0.011488286558143617 0.010533423543793862 -0.0096653329684063625 0.097734973881168918 -0.10001045900261536 0.0017533420999123958 0.018987438230684699 -0.021879422645995662 -0.0074572564479395108 0.00038613010900178095 -0.034326890491758841 -0.017983365324047772 0.038667308130761843 -0.0078390439102862808
leaf_weight=6.6174936826337349 0.60916735925352217 0.033310122507372308 0.64938086068553957 0.067360734853195936 0.044792942513595335 0.029880402247044913 0.05510090732814632 0.026557701639831066 0.020734377051802255 0.050430079928787563 0.064133334662534014 0.5623031837992184 0.040272461041695462 0.015704474115372902 0.011354522604960948 0.0072839785709479798 0.6225794255045688 0.56966440633914306 0.52989473609386528 0.0027385747551349482 0.0015733187987221342 0.52805029216787602 0.77720755197515146 0.67291249344776805 0.60275812516920158 45.972491102595654 0.38033974846621266 0.2057987472617242 0.28804378385984819 1.0237455318797746
leaf_count=542 35 22 34 22 6 17 76 12 34 30 25 47 9 241 4 84 86 17 12 10 425 40 31 41 13 1873 36 19 34 157
internal_value=2.52225e-06 -0.000114538 -0.00896252 -0.0413077 -0.00904076 -0.00085635 -0.0290494 0.00806364 -0.0403169 -0.0579374 0.00189135 -0.000223322 0.000817956 0.0304191 -0.0318572 0.0154606 -1.27455e-05 -0.00237652 0.00110884 -0.0534408 0.0255818 -0.00396595 3.84366e-05 -0.00167292 0.000291764 -7.99829e-06 -0.00684786 0.00268284 0.0150593 0.000206957
internal_weight=61.0831 57.5183 0.977548 0.195894 0.128533 0.781654 0.132273 0.0771725 0.0506148 0.0837402 3.56472 2.95555 2.89142 0.0789273 0.0386549 0.0229504 2.81249 2.25019 1.62761 0.0115959 0.00431189 1.05795 56.5408 7.29041 49.2504 48.4732 1.47694 1.0966 0.493843 46.9962
internal_count=4034 2999 253 80 58 173 139 63 51 52 1035 1000 975 773 764 523 202 155 69 519 435 52 2746 583 2163 2132 102 66 53 2030
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 2 2 0 1 2 0 0 0 0 2 2 2 2 1 2 0 2 0 2 2 2 2 0 0 0
split_gain=0.00171035 0.0151821 0.0195523 0.015542 0.0101108 0.0126281 0.00796847 0.00596192 0.00466629 0.00692997 0.00653256 0.0226918 0.0359982 0.0494736 0.0119171 0.0371581 0.0224569 0.0111267 0.00681245 0.0296492 0.00414701 0.00536925 0.00340311 0.00198386 0.02431 0.0226495 0.00660613 0.0122398 0.0351548 0.0196912
threshold=0.45280081435000008 40.636252116050009 39.110279783550006 0.46476153410000004 40.583589072600013 39.337369931850013 42.536568606950006 0.58415915690000009 0.44922307715000004 42.558389508100007 0.55769288345000012 0.5654770815500002 0.56341127510000011 0.56294721715000018 40.94178426300001 40.80591513400001 40.00488309970001 42.310579034350006 0.44805544745000009 42.599563320500003 0.56188437470000008 42.522337019050006 0.56341127510000011 38.748048509250005 38.400997490450003 38.969453495950006 38.121007182500009 0.50706565670000014 0.52005927965000021 0.50278434775000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 7 5 -4 20 -3 10 22 23 12 13 17 15 16 -13 -12 19 -16 -5 -22 -10 24 26 -25 27 29 -29 -1
right_child=1 3 4 6 -6 -7 -8 -9 9 -11 11 14 -14 -15 18 -17 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0016497507476194761 -0.0041077330571295916 -0.10160862857017279 0.051303600027263689 0.10031897808856183 0.096907108564079178 -0.10045830770293609 -0.10013490384705021 -0.026049065494999954 0.0035879586255082949 -0.0018864394652403399 -0.024612499547696627 -0.085884426217613122 -0.1025990172352766 0.079291333661771324 0.00065637958327836898 0.10044986219939432 0.027538917043385115 -0.10083525567235962 -0.00045020746568045345 -0.10139678415465521 -0.10005979700160372 0.10008131351339636 0.013584282088236383 0.017298671422816797 -0.019540582062128109 -7.0343943949716278e-06 0.0089144906699113666 -0.036717178280381332 -0.0015340280959742917 0.03417612688050848
leaf_weight=2.5510314352234746 1.0422810511188787 0.034668347798512467 0.022267565087673691 0.0095848143100738525 0.029207681268644592 0.0072739665811551992 0.0038700944584633126 0.014943862328578916 0.62498247926123374 1.0069931121984153 0.048595336294058877 0.02790238304923065 0.061107364855956803 0.042025710543384776 0.11519237136553784 0.04463071865029633 0.046625193790532649 0.03160797580886765 0.49994122560963206 0.037813237815935707 0.0029527796938682025 0.00245476677082479 0.7483429541218527 0.76826529613754146 0.67783427241880634 48.4628783985045 0.79169380050554483 0.31662217595260278 2.7562623598868967 0.20077126123942424
leaf_count=292 321 79 17 1 6 78 280 24 8 11 23 60 22 6 24 13 4 29 6 66 166 1 43 31 41 2132 38 34 169 9
internal_value=2.0644e-06 -0.00378532 -0.000943938 -0.049473 0.0551856 0.0139355 0.0277922 -0.0788491 7.60585e-05 0.00441474 -0.000103609 -0.00830335 -0.0399295 -0.00859842 -0.000793715 0.0282882 -0.0149257 -0.0546517 -0.00610097 -0.0245647 0.060815 -0.00920533 0.00903509 3.49901e-05 -0.0015041 0.000263026 0.000343699 -0.000821247 -0.00515921 0.00402287
internal_weight=61.0306 1.1695 1.10103 0.0684747 0.0587492 0.0295415 0.0188625 0.0496122 59.8611 2.38032 57.4808 0.955442 0.183336 0.122229 0.772105 0.119158 0.0745276 0.0802033 0.652947 0.153006 0.0149924 0.00540755 1.37333 56.5254 7.29422 49.2311 6.61638 5.82469 3.07288 2.7518
internal_count=4034 973 422 551 101 95 448 103 3061 62 2999 253 80 58 173 77 64 52 96 90 168 167 51 2746 583 2163 542 504 203 301
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 1 1 2 1 0 2 0 2 1 0 2 1 1 2 2 0 0 0 2 1 1 0 2 1
split_gain=0.00149836 0.0361236 0.0298151 0.00905309 0.00664952 0.00558059 0.118762 0.0355321 0.0343187 0.0265298 0.0126172 0.00530563 0.0130047 0.012004 0.0106356 0.00928223 0.00803008 0.0105162 0.0457579 0.0432892 0.0421333 0.0223177 0.0183433 0.0416836 0.0512712 0.0202622 0.0599842 0.0130464 0.0212226 0.0187386
threshold=0.48597347385000006 0.34521421515000011 0.48797940185000005 0.34641178410000012 0.49053920540000012 0.34641178410000012 0.35651627195000007 0.34656148020000005 43.426640904350009 0.35275889945000011 0.48386275860000011 39.458743938000005 0.4778150355000001 40.159267750750011 0.34545372890000009 0.48351845755000006 40.280372415600006 0.34479506600000004 0.34488488370000009 41.898943182100005 40.94178426300001 0.39718870690000002 0.48271009850000007 0.47464147780000004 48.96897326980001 0.32058920395000007 0.34219035360000005 0.4778150355000001 41.646178195200001 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 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 -5 10 7 -7 -8 -9 11 12 -1 14 -13 16 -15 19 -19 20 -18 -21 23 24 25 -23 -27 -20 29 -29
right_child=1 2 3 4 -6 6 8 9 -10 -11 -12 13 -14 15 -16 -17 17 18 27 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00053046798179560148 0.039447905356958753 0.030046820294559209 -0.0069581497686080742 0.0078963301290790513 -7.2726251818926899e-06 0.069996063482044416 -0.10403129568841595 -0.022015626996216828 0.030380590743421837 0.04142150670575475 -0.011610658718743519 -0.012747473584386991 0.015941737416700661 0.0080781339172617209 0.00011001135156035156 -0.011934228752165056 -0.00079079150141783564 -0.024760454249718851 0.0054263013562443228 0.0016638512898176716 0.032208657834347926 0.08846937829863577 -0.0071541457782418666 -0.10216828242782175 -0.10178696490719522 -0.10072447721183597 0.089635460829553273 -0.012693035250881265 0.0029122312172542089 -0.0018667746828406589
leaf_weight=1.6249828657909255 0.23641511355526645 0.3308812103073312 1.825615127570926 1.1102683429967815 25.815264857803673 0.16790878050960539 0.097802181544043576 0.12602775032804914 0.023574473661824413 0.13823419035896078 1.0164146020542819 1.4687440211746463 0.67979623586870719 1.2633586591109693 1.1448278184980152 0.63479163299780239 0.68951160482120843 0.79185793120996351 3.3491852795498742 2.9886170596973973 0.88162755991140784 0.035921458590337241 0.47684577107429504 0.075717911772017032 0.043361484043998644 0.032852405115534111 0.033364903880283237 2.2414973027189244 6.0638126219673723 5.5754233014304191
leaf_count=209 19 30 27 18 2541 13 73 23 72 20 32 37 20 12 9 16 33 17 211 147 57 42 2 23 9 43 3 34 204 38
internal_value=1.40852e-06 0.000516549 0.000200066 -0.000143424 0.000318631 -0.000475541 0.00947699 0.0340242 -0.077925 0.011168 -0.000652614 -0.000282536 0.00432802 -0.000664897 -0.00711549 4.70549e-06 0.0003135 -0.000107878 -0.00125589 0.00382705 0.0177265 -0.00209642 -0.0181952 -0.0419948 -0.0106807 0.0279971 -0.00480785 -0.000175657 -0.00152731 -0.0049712
internal_weight=60.9845 29.3184 29.082 28.7511 26.9255 31.6661 0.553547 0.432171 0.121377 0.264262 31.1125 30.0961 2.30478 27.7913 2.61357 25.1777 24.543 23.2796 18.0218 5.25782 1.57114 3.68668 0.698064 0.221218 0.1455 0.102139 0.0662173 17.2299 13.8807 7.81692
internal_count=4034 2635 2616 2586 2559 1399 201 56 145 43 1198 1166 229 937 46 891 875 863 504 359 90 269 122 120 97 88 46 487 276 72
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 1 1 0 2 2 2 1 0 2 0 0 0 1 0 0 2 2 1 0 0 2 0 1 0
split_gain=0.00187868 0.00859825 0.0118666 0.0316225 0.0241525 0.0394185 0.0122448 0.00638983 0.0403317 0.0472176 0.0836927 0.0717246 0.0200765 0.0563695 0.199258 0.0183271 0.0117601 0.0141085 0.0112874 0.0141005 0.0356242 0.0272307 0.0192346 0.010109 0.0236618 0.0196554 0.0199989 0.0404268 0.178517 0.129082
threshold=41.218101594450012 40.844669808050007 0.34479506600000004 0.34527409360000011 0.42290649980000011 0.48306936920000004 0.4317685099500001 0.34569324270000007 0.48098859315000003 41.827117825850003 41.919251152600005 42.141702038450013 0.34536391125000004 0.4784437592000001 42.719328117250008 0.47916230050000003 0.47883296910000012 0.47709649410000005 0.3453339720000001 0.4815274992000001 0.48028502140000007 42.388109226950007 41.481306584950012 0.34587287805000005 0.48200652675000005 0.48244064550000004 41.872294782850005 0.49336846205000007 0.36491422415000008 0.52688542260000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 12 9 -9 -11 -12 18 -14 -15 16 17 -13 19 20 22 -21 -2 -10 -25 -26 27 -27 -29 -30
right_child=7 2 3 4 6 -7 -8 8 23 10 11 15 13 14 -16 -17 -18 -19 -20 21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-6.2169419601143958e-05 -0.0093746212780712827 0.01778716753495297 -0.017124301608281 0.0021844722488313225 -0.012712606514954703 0.03911796191914696 0.0073043873737152184 0.10098319765253046 0.0080958541647490386 -0.10849064655241891 0.09957268591255436 0.045668233289511945 0.0071192093031488173 -0.07851354650694084 -0.00047418415962209402 -0.10149747986795246 0.10017346474833339 -0.058292783760408862 0.0092162260713152463 0.017209461610427988 -0.026368829045579779 -0.0043996083013423297 0.0021644022304359006 -0.019550745174226024 0.035125241641625018 -0.020382468827235298 0.0015654598062161181 0.10160778648371943 -0.097360004588541743 0.0045160867475581489
leaf_weight=27.541338993862226 2.0752488745589508 0.61322524307490711 0.64484695310238782 0.67358410607994323 0.57126892085585701 0.50609464439185103 0.65713438925496348 0.082858067275082159 1.4290600451640774 0.045560357473277691 0.10165836879673407 0.022113325507334025 1.1758481967225276 0.44775052901604784 1.2150262538343666 0.022636222478922718 0.010454945266246796 0.031863380081631476 1.1402921922654066 1.072201128350571 0.62045579263940442 1.2785504988860337 4.7535843182497226 0.63784280803520133 0.15886605158448119 1.3115333385358083 10.957900866357237 0.16480768495239295 0.14677688260535149 0.81477688443238971
leaf_count=1685 30 21 10 13 10 40 53 27 66 4 7 99 49 38 33 10 2 42 12 31 11 19 389 8 3 20 1142 9 37 114
internal_value=1.5514e-06 0.000543434 0.00509293 0.0025431 0.00780973 0.0180293 -0.00200452 -0.000567498 0.000795889 0.0361004 0.0131539 0.0425201 -0.00214458 -0.0096383 -0.0214885 -0.0240932 0.00310064 -0.0157017 -0.000200234 -0.00129589 -0.00342673 0.0054565 -0.00134225 7.91459e-05 -0.000728066 0.000157674 -0.00025702 -0.00844874 0.00544687 -0.0110348
internal_weight=60.9252 31.2075 3.66615 3.05293 2.40808 1.17968 1.2284 29.7177 15.9387 0.317145 0.234287 0.188726 13.779 2.83862 1.66278 0.0870679 0.0644317 0.0539767 10.9403 9.80004 7.44929 2.35075 6.82883 15.6216 14.1925 13.5547 13.3958 2.43789 1.12636 0.961554
internal_count=4034 1832 147 126 116 53 63 2202 1590 191 164 160 612 120 71 153 143 141 492 480 430 50 419 1399 1333 1325 1322 180 160 151
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 2 1 2 1 1 2 1 0 0 2 0 0 2 0 2 0 0 0 0 2 2 2 2 0
split_gain=0.00154145 0.0315159 0.00796926 0.0356331 0.0390828 0.033949 0.0684958 0.0633217 0.0304749 0.0160797 0.188314 0.0823041 0.0668113 0.0376421 0.0127973 0.00927384 0.0107407 0.00915104 0.0104251 0.00788054 0.0114469 0.102951 0.0410895 0.0402874 0.0250079 0.0121594 0.0076197 0.0195588 0.0596776 0.124827
threshold=41.919251152600005 42.006870117350005 0.34542378970000004 42.824128352900011 0.34521421515000011 0.48119816770000007 42.141702038450013 0.34545372890000009 43.426640904350009 0.3459626957000001 0.34641178410000012 43.157831852650006 0.34575312120000007 0.48597347385000006 0.48306936920000004 43.525909308350002 0.4778150355000001 0.47769527860000011 47.927946529500012 0.48028502140000007 48.778770352700008 0.47997065955000012 0.45994131915000008 0.39606598605000004 0.37331217625000007 48.226196960950006 42.558389508100007 43.157831852650006 42.67709657435001 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -8 -9 11 -11 12 -7 -12 19 -10 17 18 -17 20 21 22 23 24 -5 -25 -15 28 -28 -30
right_child=1 2 5 14 -6 9 7 8 15 10 13 -13 -14 26 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.00033166783301441836 -0.021220855844367899 -0.001266321102900243 0.097364638642475645 0.031394184859920897 -0.033437646187217319 0.017392526657600368 0.071130949120133666 -0.082034588324108398 0.082119512672421832 -0.083146281117917054 0.051978374148364898 -0.011535317438230681 0.10118813347311516 0.0042462301089205281 0.014011079247220068 -0.049615872543406131 -0.10059027774032248 0.10015847811104117 0.10010101866546919 -0.0066704151113176 0.00035830959595179249 0.10224213801886049 -0.10091632321636781 0.0068362998667413025 -0.10170199943321108 0.10061459864811764 -7.3826192405121005e-05 0.0032408414050882914 -0.10432311258241132 0.0097061600100295797
leaf_weight=42.641546679790473 0.72341958389233241 0.81985886035972189 0.11101506599515998 0.022761048756365532 0.70004194604780423 0.27276999619789322 0.080761494486068841 0.077189092621486655 0.014650758959760424 0.26778867456596245 0.14795134513405983 0.58061002846807241 0.14612050593132153 4.1298599165065744 0.68593693245202292 0.019761179950251062 0.010052789366454817 0.0095542799681425095 0.0060824409592896691 1.4737831093370912 2.9702073240441678 0.1001915130764246 0.050764963023766541 0.022177481459038972 0.03717308037306033 0.036717768758535385 1.3158266192835975 2.9756438713176676 0.18405953286855958 0.20066224427378665
leaf_count=2213 70 77 5 11 35 15 14 84 9 7 5 5 54 157 9 86 7 2 2 10 48 2 68 52 71 2 34 788 15 77
internal_value=2.86998e-06 -0.000767764 7.91843e-05 -0.00255809 -0.0160839 0.00180888 0.0334237 0.000869972 -0.0404612 0.000791066 -0.000514714 0.0128387 0.0466227 0.00195656 0.00124913 0.012932 -0.00937016 0.0165358 -0.0143792 -0.000607956 0.00214969 0.0218719 -0.0256086 0.00656356 -0.0511564 0.0653016 0.00111614 -0.00164825 -0.0102033 -0.044848
internal_weight=60.8349 18.1934 17.47 6.91961 1.5199 10.5504 0.329067 0.218052 0.137291 10.2213 9.22179 0.999501 0.418891 8.954 5.39971 0.0601014 0.0454507 0.0353979 0.0258436 4.71378 3.23999 0.269786 0.169594 0.118829 0.0599341 0.0588953 8.80605 4.67619 1.70055 0.384722
internal_count=4034 1821 1751 385 112 1366 209 204 190 1157 1083 74 69 1076 273 106 97 90 88 264 254 206 204 136 82 54 1071 914 126 92
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 0 2 1 0 2 0 0 0 0 2 0 1 1 1 0 2 0 1 0 1 0 1 2 1
split_gain=0.00149572 0.00972612 0.0284435 0.00804959 0.0136548 0.021786 0.0112469 0.00830812 0.0217463 0.00589798 0.00524958 0.0127677 0.00614563 0.0856204 0.0685158 0.0413424 0.0184411 0.0502715 0.0512196 0.00931327 0.0296471 0.0151945 0.0123262 0.00709129 0.031332 0.0222738 0.0148259 0.0120169 0.0118373 0.0371276
threshold=39.896141435400004 40.040005255000004 0.34554354660000003 40.137820134150012 40.206947806850003 40.316494640950005 0.4784437592000001 40.467253020850002 0.39591628995000006 0.50278434775000014 39.685256516350002 0.52432561900000019 0.47997065955000012 0.4784437592000001 0.47700667645000011 38.969453495950006 0.48028502140000007 0.35165114815000004 0.36359689830000008 0.37078231190000005 0.51505942935000004 35.171584490050009 0.5017514446000001 0.39019789825000006 0.5231430197000001 0.38552737940000009 0.53866650695000018 0.38906020780000011 35.879804895950009 0.39476362980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -3 -5 6 -6 8 -7 -4 12 -12 13 14 15 -1 -14 -18 -19 21 -21 -20 -23 25 -25 -22 28 -27 -26 -30
right_child=1 3 9 4 5 7 -8 -9 -10 -11 11 -13 16 -15 -16 -17 17 18 19 20 23 22 -24 24 26 27 -28 -29 29 -31
leaf_value=-0.001451780544650976 -0.008039423592246131 -0.010355135405866101 0.0084724420822497645 0.013362351884500651 -0.0041092701076500095 0.012750949210911432 -0.023805375234945959 -0.00018956516383263175 -0.003422093422337106 0.019990585455401638 0.0044819784734937149 -0.017355350146172854 -0.019435992681684472 0.062535695682818165 -0.064997573690685193 0.054066332913828577 0.059660741653161237 -0.054761491983234413 -0.0032131937826875945 -0.038010924644928744 0.0054481385713942799 0.0044636900582535411 0.032322209532431118 0.025437223738467424 0.0014362678759143714 -0.006868624386106777 0.0017486130697354366 -0.036774815476689461 -0.05331227574038027 -0.0054873436036339627
leaf_weight=1.5251782005590429 0.94849494245136101 0.75160938057438542 1.0589145070256192 0.76082755976747662 0.5974071780219663 1.7375679809747446 0.56326323255896682 39.092010951042724 1.5941496005950737 0.76627762831170532 0.48333112013642743 0.60024219052974637 0.53524903557263215 0.22711925354087714 0.160357016022317 0.14706345404556476 0.13754304987378319 0.17542585108276298 0.63473428972485979 0.21630674378204151 0.60719586809864246 0.31165363360196352 0.32387110800482333 0.47949273938866088 0.55505640845876747 0.25724918558262289 4.3309224958311772 0.28125967631058302 0.21513796068924762 0.66126181348937507
leaf_count=235 5 30 5 31 6 32 39 2535 29 53 33 33 4 16 11 19 12 39 17 34 14 26 15 24 15 23 563 25 34 77
internal_value=3.31663e-06 0.000260583 0.0060081 -9.29188e-05 8.1016e-05 -0.000150829 -0.0136676 0.000218977 0.00501252 0.0133081 -0.00095392 -0.00761474 -0.000341337 0.00462063 -0.00255695 0.0034307 -0.00139255 -0.000341322 -0.00125328 -0.000195524 -0.00151961 0.00773057 0.0186607 -0.000451152 0.000876214 -0.00768272 -0.00116753 -0.0224884 -0.00999042 -0.0172274
internal_weight=60.7362 47.8705 2.77369 45.0968 44.3452 43.5844 1.16067 42.4237 3.33172 1.82519 12.8657 1.08357 11.7821 2.05972 1.8326 1.67224 9.72236 9.18711 9.04957 8.87414 7.60388 1.27026 0.635525 7.38758 6.24187 1.1457 5.76238 0.538509 1.43146 0.8764
internal_count=4034 2765 63 2702 2672 2641 45 2596 61 58 1269 66 1203 281 265 254 922 918 906 867 809 58 41 775 713 62 689 48 126 111
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 0 0 2 1 0 0 0 0 0 0 2 1 2 2 0 2 2 0 2 2 2 1 0 2
split_gain=0.00158013 0.0136823 0.0169831 0.0186559 0.0142371 0.0130041 0.00551013 0.00869628 0.0043941 0.00337812 0.00607404 0.0199395 0.032767 0.0425314 0.0124984 0.0203868 0.0256625 0.0213885 0.0116397 0.00551523 0.00303256 0.00189817 0.0193912 0.0329894 0.0193624 0.00729122 0.0167983 0.0221362 0.0127212 0.00812291
threshold=0.45280081435000008 40.636252116050009 39.110279783550006 0.56395018115000017 41.571132012400007 41.605323437500005 0.58415915690000009 0.58650938595000024 42.522337019050006 0.44922307715000004 0.55769288345000012 0.5654770815500002 0.56341127510000011 0.56294721715000018 0.56915960600000015 0.57152480465000022 41.243661560350013 0.43837010870000009 42.006870117350005 42.558389508100007 0.56341127510000011 42.434124620650003 42.283941020600004 0.49649711085000009 42.488347682450005 42.066503896600004 41.919251152600005 0.34623214870000002 0.48306936920000004 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -3 -6 -7 -8 -9 10 21 12 13 18 -13 -16 17 -17 -12 20 -11 22 25 -24 -23 26 29 -28 -27 -1
right_child=1 4 3 -5 5 6 7 8 -10 19 11 14 -14 -15 15 16 -18 -19 -20 -21 -22 24 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00016028292269948565 -0.003892934093656983 -0.10159978028806822 0.081374662962452785 -0.067034650964383935 0.10027232507053765 -0.10022154300740115 0.091487650302098614 -0.10048630420084284 0.039692791563896997 0.0027676010156114702 -0.10106189556014222 0.0044277311361689605 -0.10233606135973446 0.075797958125879486 -0.10213741635247101 0.091951440855846223 -0.10043298470515001 -0.022278925090001178 -0.021251976099740041 -0.0018389533810451702 0.012232424769809534 0.029478110353945809 -0.028149983394324063 -9.6086702036888042e-05 0.00060445213843501975 -0.0037712671937964164 -0.021809838124258692 0.0018919093013843495 0.015250137259133682 0.0043868448164143641
leaf_weight=35.42990183111457 1.0436133755987724 0.028293561470528528 0.044512324933748348 0.010460746661505205 0.0086358158316102163 0.0098691590499895288 0.0059136071904504197 0.0076276104086856478 0.0031636397472141198 0.62233415013179116 0.02968078848516853 0.64014688335936398 0.055188325511551284 0.039359379501547664 0.029988278919972799 0.027288649619777061 0.022192458880201826 0.041047490375802909 0.047547922734793246 1.0074600780990293 0.74229296587103022 0.2371204708838065 0.66239764323714823 1.1415381103906836 11.306190513209565 0.6105305300616013 0.80307116690163727 0.77364833253579945 0.8290019317801125 4.4185405309623453
leaf_count=1346 321 77 7 94 6 116 4 93 255 8 22 34 22 6 17 25 62 35 30 11 43 29 35 24 1037 32 35 39 31 138
internal_value=3.86147e-06 -0.00364812 -0.00103931 0.0531341 -0.0487795 -0.0063347 -0.040979 -0.00597878 -0.0593904 7.51682e-05 -7.83278e-05 -0.00808323 -0.0388556 -0.00880642 -0.00113407 -0.0306766 -0.00700462 0.0233367 -0.0519248 0.00377294 0.00791602 5.44569e-05 -0.000240947 -0.0103974 0.00119757 0.000186479 -5.66452e-05 -0.0101801 0.00718283 0.000343919
internal_weight=60.6786 1.16209 1.09859 0.0549731 0.0635034 0.0352098 0.026574 0.0167049 0.0107913 59.5165 57.1444 0.93244 0.171776 0.116588 0.760664 0.120517 0.0905286 0.0683361 0.0772287 2.37209 1.36463 56.2119 44.6686 1.80394 11.5433 42.8647 41.4252 1.57672 1.43953 39.8484
internal_count=4034 973 422 101 551 474 468 352 348 3061 2999 253 80 58 173 139 122 60 52 62 51 2746 1680 59 1066 1621 1558 74 63 1484
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 1 1 2 2 1 1 0 2 1 2 0 1 2 1 0 2 1 2 2 2 2 2 2 0
split_gain=0.00171367 0.0113092 0.00458645 0.0434601 0.0147506 0.0244563 0.037837 0.0836886 0.0341901 0.0146428 0.0231439 0.00507474 0.0185634 0.0266956 0.0179766 0.00921593 0.00742512 0.0842162 0.0268227 0.0834407 0.00498387 0.00489944 0.00853831 0.0184325 0.0343455 0.0598159 0.0129478 0.00363745 0.00356154 0.00354073
threshold=0.5398790455000001 0.54064249575000012 0.42473279245000012 0.54386096225000014 41.178189531300006 0.54300769440000007 0.42114008565000011 0.41988263825000011 47.927946529500012 40.750688432250008 0.41911918805000009 0.46280051495000007 0.56065686655000013 38.903925214650009 0.4662734648500001 36.79544512155001 0.56294721715000018 0.45036076765000005 41.571132012400007 0.43590012275000006 0.56719858685000013 42.558389508100007 0.45280081435000008 39.458743938000005 39.420767558750008 39.011793722550003 40.80591513400001 42.522337019050006 37.784765830350004 0.5216909673500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 -2 4 -4 9 -6 7 8 -7 10 28 16 -13 15 -15 20 17 18 19 -5 -14 22 23 24 25 -18 -25 -16 -3 -1
right_child=1 2 3 11 5 6 -8 -9 -10 -11 -12 12 13 14 27 -17 21 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017014938786898679 -0.030613184323756676 0.0048775643822588644 0.058868789249722303 -0.10183736459389683 -0.0047138782989473507 -0.10188435565373129 -0.10360775768314615 0.10004506454834861 0.031371726017086175 0.0089938180356489029 -0.018894353934480367 -0.10061500327285905 0.10014829107500667 0.096401511003313678 -0.10019545681485809 -0.10088590084455602 0.05516781731161019 -0.10269081642255853 0.042025040106237498 0.029018376065080828 -0.10009523399048388 -0.003759662321507793 -0.0036323144398712742 -0.0068814769362617895 0.10054826035357947 -0.10279936393131835 0.012614334928841502 0.030933642383468463 -0.0025058988247003929 0.0019429877662501004
leaf_weight=40.381087124765358 0.12880237904573633 1.1074183923324188 0.12833838094957162 0.072296863164098002 0.57700797919278546 0.071438829366059053 0.071576279215150862 0.044038927608198719 0.026358385950203456 1.1794451894238589 0.79453727466966473 0.010714091414257595 0.0044709942303597918 0.051130117576917655 0.0060806723213646663 0.014747812018576334 0.077785437178079397 0.084577800553802263 0.14199763728061043 0.14948653106330312 0.0017215231980059059 1.5250337108233365 1.0421452256590242 0.59732614536551387 0.059291640296578407 0.034648217137146275 0.79276550173858595 0.0032439939001420726 1.5931879470863348 9.8668234093053666
leaf_count=1916 14 31 11 66 16 42 18 7 41 12 41 6 1 11 243 71 68 20 25 14 176 139 98 36 4 5 50 274 25 553
internal_value=3.041e-06 -0.00116593 -0.000796355 0.00145985 -0.00277711 -0.0154114 -0.0443347 -0.0144231 -0.0659691 -0.000640787 -0.00389201 -0.000118008 0.0231216 0.0394092 0.0731144 -0.0578979 -0.000585655 -0.012808 0.00808946 -0.0136379 0.0444805 0.000741542 0.00337771 0.00805525 0.038964 0.00648772 0.00423693 -0.0545765 0.000521785 0.000244792
internal_weight=60.6395 10.3916 10.2628 4.7978 5.46501 0.79042 0.213412 0.141836 0.0977972 4.67459 3.49514 4.66946 0.0921092 0.0813951 0.0604548 0.0209403 4.57735 0.448359 0.363781 0.221783 0.00619252 4.129 2.60396 1.56182 0.171725 0.112434 1.39009 0.00932467 2.70061 50.2479
internal_count=4034 1565 1551 1318 233 124 108 90 83 109 97 1307 782 776 528 248 525 125 105 80 177 400 261 163 77 73 86 517 56 2469
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 1 0 2 1 1 1 2 1 1 0 2 2 2 1 1 0 0 0 0 1 1 0 0 2
split_gain=0.0015344 0.00302338 0.0237838 0.0260349 0.0164464 0.00865192 0.00559249 0.0038963 0.0035676 0.00309743 0.00263667 0.00362879 0.00182945 0.0148572 0.00450106 0.0302027 0.0167895 0.0182506 0.00305745 0.0203292 0.0695031 0.0312103 0.0745663 0.028477 0.00363854 0.00693835 0.00181901 0.00341678 0.00749298 0.0578848
threshold=35.171584490050009 33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.52453519355000011 0.36575252235000005 0.49830843385000007 34.883496062400006 0.3148857818500001 0.4349121284000001 0.43563066975000003 36.242939472700009 0.36698003050000011 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 37.038444968100009 0.36575252235000005 0.38370108680000009 0.52863686715000002 0.5296248615500001 0.5017514446000001 0.54136103710000005 0.46280051495000007 0.31100865245000009 0.39672464895000009 0.45994131915000008 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 9 -3 -1 -7 -12 13 -2 15 16 17 -14 19 23 -21 -22 -23 -16 -24 -26 -20 -28 29 -29
right_child=12 8 3 4 5 10 -8 -9 -10 -11 11 -13 14 -15 18 -17 -18 -19 26 20 21 22 24 -25 25 -27 27 28 -30 -31
leaf_value=0.065406763043985627 0.030140294550421266 0.0044760245501141655 0.10015002608652845 -0.10111706342282832 0.10017209507536202 -0.10015423620259177 -0.10204864491443316 0.10004569954558276 -0.005135708529801818 -0.083825226887808302 0.10007242230568369 -0.10008239792887408 -0.10039995219700318 -0.0024881383906626641 -0.066644482317617923 -0.10239761577824143 -0.10017384185449492 0.061680452982043943 0.0032417298365167132 0.10082650323189091 -0.066336374070464749 0.10084765873465106 -0.10114850548473936 0.0014046550354524904 -0.10047997767608491 0.048755589822148469 -0.0056975119270807227 0.042246634092556801 5.7958959397878744e-05 -0.088788588216211606
leaf_weight=0.001811885915245004 0.17993559308433604 0.5838740638688843 0.024130717501975596 0.018103712005540729 0.0093780264724045992 0.0039348106744796487 0.029401732586734397 0.0022572569432668388 1.1404231367945263 0.0059851861281517427 0.0021867766045033932 0.0015462915808028832 0.008120439013949432 0.62184283309370925 0.10720174056985904 0.031311709732392501 0.010377755388617516 0.048088845447637141 1.8166730168449863 0.065479890443384647 0.079156688211696746 0.050391212105751038 0.028057059577122345 0.14423928083851933 0.007288123816286074 0.0054413383306317065 1.0237634214827327 0.1845643607649653 54.296528614241041 0.041246333159506321
leaf_count=3 39 80 6 3 2 23 8 2 32 89 1 122 123 76 43 33 10 12 16 3 17 2 13 6 34 21 14 258 2933 10
internal_value=1.64877e-06 -0.00285553 -0.0198738 0.020167 -0.0347425 0.035751 -0.0800328 -0.0156521 -0.00188103 -0.0491467 -0.0430378 0.0171654 9.03083e-05 0.00483435 2.46688e-05 -0.0213994 0.016689 0.038265 6.09245e-05 -0.00782704 0.0132648 -0.0203956 0.0194882 -0.0276081 -0.0810303 -0.0366877 0.000127927 2.6088e-05 0.00013356 0.0183119
internal_weight=60.5727 1.82303 0.0987364 0.0592803 0.0351496 0.0170459 0.0394561 0.0100543 1.7243 0.00779707 0.00766788 0.00373307 58.7497 0.801778 57.9479 0.0978987 0.066587 0.0562093 57.85 0.487255 0.235814 0.170334 0.0911777 0.251441 0.0407865 0.0127295 57.3628 55.5461 54.5223 0.225811
internal_count=4034 371 259 157 151 148 102 94 112 92 146 123 3663 115 3548 178 145 135 3370 139 90 87 70 49 68 55 3231 3215 3201 268
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=2 1 0 2 0 0 0 2 2 1 2 2 2 2 2 1 2 0 2 2 2 0 0 0 1 0 2 1 0 1
split_gain=0.00147224 0.00469906 0.00330816 0.0361894 0.0185605 0.0184121 0.00976276 0.00824008 0.0553814 0.0511483 0.0144729 0.0180459 0.046948 0.0105869 0.0127776 0.00854402 0.0370841 0.0263835 0.0107381 0.0042774 0.00972136 0.00367291 0.00630987 0.00751021 0.0121742 0.00923806 0.00795671 0.00386426 0.0203999 0.0542105
threshold=49.283271594150008 0.31100865245000009 0.47721625100000004 48.86568841230001 0.47709649410000005 0.47700667645000011 0.47754558250000007 42.686561923500008 41.385032804600009 0.34398670700000006 48.457543166250012 42.719328117250008 43.572676689450006 48.226196960950006 43.631818398850008 0.34398670700000006 39.051326806600009 0.46898296455000005 38.179089776100007 44.756878345700009 44.952171034750002 0.47769527860000011 0.4778150355000001 0.47883296910000012 0.34560342505000002 0.47916230050000003 40.636252116050009 0.34536391125000004 0.48068920095000006 0.34554354660000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -4 8 15 -10 11 -9 -13 14 -14 16 -3 -18 -17 -16 -21 -8 -23 24 26 -25 -24 -27 29 -29
right_child=-2 2 6 -5 -6 -7 21 10 9 -11 -12 12 13 -15 19 18 17 -19 -20 20 -22 22 23 25 -26 27 -28 28 -30 -31
leaf_value=0.0067634417383957788 -0.0040021277836579132 0.00079245301720687041 0.014500237373541945 -0.043770011357757203 -0.017369213462055662 0.031616279825752512 -0.0080202325391407758 0.10117304180663025 0.038889947530539669 -0.10337231015794168 0.003400386113879396 -0.10056704618683042 0.099459420799227163 0.10055880810491034 -0.10040175704891602 -0.0036250489298582881 -0.0088453045276804584 -0.10272729231286587 0.01568354531081767 0.095475860584587346 -0.10007557087119266 0.0060066764936860442 -0.0028683120567601535 0.011378979778799436 0.0046783848662188465 0.0020246844649893822 -0.013876051625809594 0.0029585576855540043 1.3118840178320483e-05 -0.048007211197449481
leaf_weight=1.0283015879915698 0.90486611336470346 0.98490952004688048 0.47052762832026829 0.20450417671963794 0.57570968809886824 0.1979162766074295 0.56043139498797145 0.03465476259589173 0.03421110363660762 0.096729486678356125 0.90939982328563929 0.024752383874258044 0.011323849965265254 0.033421795815229416 0.0066373739527989519 0.53909198086070043 0.057076702031736204 0.062947524995252024 0.61843290528754835 0.0053610565682902234 0.00483479378544871 1.7593205645971455 1.3920624898746607 0.73467852934845623 1.0487162196586721 8.3796121488267215 1.2429904877553779 0.5881770284831721 37.693386605474274 0.32348237237943067
leaf_count=190 255 150 30 15 17 23 16 1 27 51 6 84 2 2 22 75 26 18 79 3 80 17 21 15 27 137 37 12 2549 47
internal_value=1.25329e-06 6.20098e-05 -5.5595e-05 -0.00269201 -0.000690629 0.00196062 0.000158551 0.000246334 -0.00297255 -0.0662032 0.00772321 0.040216 0.0157469 0.0625007 0.0173266 0.000686948 -0.00560287 -0.0580824 0.00669099 -0.0379248 0.00274688 3.294e-05 0.000117836 -8.37157e-05 -0.00443415 0.000252123 -0.00806081 7.81368e-05 -0.000344381 -0.0151255
internal_weight=60.5285 59.6236 58.5953 4.40192 4.19741 3.6217 54.1934 3.42379 2.3934 0.130941 1.03039 0.120986 0.0863313 0.0615789 0.0281571 2.26246 1.10493 0.120024 1.15752 0.0168332 0.0101959 53.7229 53.1624 51.4031 3.68377 47.7193 2.63505 46.9847 38.605 0.911659
internal_count=4034 3779 3589 681 666 649 2908 626 426 78 200 194 193 109 107 348 194 44 154 105 83 2878 2862 2845 85 2760 58 2745 2608 59
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 0 2 1 1 2 1 2 0 1 2 0 1 1 1 0 2 0 2 1 0 1 0 2 0 1
split_gain=0.0013998 0.00922858 0.0037373 0.0142484 0.0299129 0.0104341 0.00737857 0.0181952 0.00689463 0.0428863 0.00687733 0.0190592 0.015715 0.0161739 0.00791422 0.00560395 0.0192274 0.0559329 0.0690338 0.025298 0.0147628 0.00444039 0.00399705 0.00741182 0.0261005 0.00403963 0.00802699 0.00333975 0.0031136 0.018626
threshold=0.5398790455000001 0.54064249575000012 0.42209814075000007 0.54386096225000014 0.54562737640000014 0.54942965780000008 37.784765830350004 0.41714319930000004 0.41853537320000006 40.750688432250008 0.46280051495000007 38.903925214650009 0.56065686655000013 0.4662734648500001 36.79544512155001 0.56294721715000018 0.42473279245000012 0.45036076765000005 0.44922307715000004 0.55538756325000016 41.827117825850003 0.56719858685000013 42.558389508100007 0.43837010870000009 0.5654770815500002 0.45280081435000008 0.5718990449500001 42.522337019050006 0.49336846205000007 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 -2 6 -4 -5 -6 -3 -8 -9 -10 15 14 -13 -14 21 16 -7 18 19 -18 -21 -12 23 24 -17 26 -25 -15 -1 -30
right_child=1 2 3 4 5 10 7 8 9 -11 11 12 13 27 -16 22 17 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00027543700537847952 -0.027748017839691497 0.0040544432513418141 0.014825394258560796 -0.054748109603667029 0.032674042611687118 0.0023199609204192519 -0.020019017900600081 0.0046930713052693264 -0.022864654084086816 0.011423115277378375 0.10012777393279511 -0.10049105985646917 0.095512396576480724 -0.10017688718335882 -0.10080113104181616 -0.024999343605936558 -0.10183224817731314 -0.10243090943934077 0.10124869418479752 -0.043929191072143464 0.026673164870174144 -0.10008593402276832 -0.0033822712671444394 0.011849656842262605 0.044735150437248017 -0.0032630158899902384 -0.0039506412642334272 0.028116323772738334 0.014407858336296726 0.00045780372187589799
leaf_weight=35.988555153293504 0.12796034616803531 1.1079328963978685 0.65396142155714176 0.1009047996017215 0.097249069804320132 0.57697824745719106 0.67314787447449509 1.0465057532783251 0.73915537633001782 0.72024017693115638 0.0038539692759510654 0.0058267893986680966 0.046670608061504026 0.0055033783770510603 0.013355965857485136 0.083142892495687515 0.041275626310266489 0.076718512997729249 0.049008002155460417 0.063450416792811382 0.055540243543191536 0.0015545451204585642 1.5285852457962823 0.74946133172443319 0.15142448781807616 1.0443481084112991 0.56311591650508319 0.0032142088667441726 1.0324163006735041 13.124369176884652
leaf_count=1511 14 37 17 13 14 15 99 8 33 28 1 3 11 243 71 18 36 20 3 34 15 176 139 25 46 98 74 274 37 921
internal_value=4.1481e-07 -0.00105959 -0.000724847 0.000904551 -0.000825801 0.000228603 -0.00297308 -0.00542224 -0.00150118 -0.00594297 -0.000394598 0.0286967 0.055724 0.0721577 -0.0594738 -0.000861523 -0.00818899 -0.0293904 -0.0026142 -0.0343745 -0.0109747 0.0425812 0.000673253 0.00306539 0.0200176 0.00137826 0.00507108 -0.0528747 0.000218778 0.00147514
internal_weight=60.4754 10.3301 10.2021 5.91514 5.26118 5.16028 4.28698 3.17905 2.5059 1.4594 5.06303 0.0799795 0.061215 0.0553882 0.0187645 4.98305 0.862971 0.285993 0.209274 0.160266 0.118991 0.00540851 4.12008 2.59149 0.234567 2.35693 1.31258 0.00871759 50.1453 14.1568
internal_count=4034 1565 1551 1346 1329 1316 205 168 69 61 1302 779 531 528 248 523 123 108 88 85 49 177 400 261 64 197 99 517 2469 958
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 0 0 1 0 1 1 1 0 0 1 2 2 1 0 0 1 0 2 2 1 1 0 0 2
split_gain=0.00150557 0.0027225 0.0242337 0.00303955 0.00170266 0.00632752 0.0151136 0.00577324 0.0270624 0.0424935 0.058791 0.0384575 0.0311988 0.0303888 0.0257958 0.0450158 0.0467758 0.0439784 0.0196182 0.0190698 0.0162404 0.0144913 0.010415 0.00982393 0.0256035 0.0156582 0.0440693 0.0836385 0.0833003 0.0155577
threshold=35.171584490050009 0.38906020780000011 0.54386096225000014 0.36575252235000005 41.218101594450012 40.94178426300001 0.48119816770000007 0.48597347385000006 0.38052752915000004 0.52005927965000021 0.38976377950000002 0.37413550490000008 0.37003383130000006 0.5223196910500002 0.50278434775000014 0.36491422415000008 40.720231579350006 39.861052345600008 0.34575312120000007 0.5231430197000001 0.52770875125000016 0.39670967935000007 0.53749887730000012 40.563919884450009 40.377444152000002 0.34545372890000009 0.34503457980000002 0.47961138885000004 0.4778150355000001 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -7 18 11 -10 -11 12 14 -12 15 16 17 -9 23 -15 -21 -22 -23 24 29 26 -25 28 -28 -2
right_child=4 2 -4 -5 -6 6 -8 8 9 10 13 -13 -14 19 -16 -17 -18 -19 -20 20 21 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-2.5822579981334166e-05 0.0010617109856538333 0.061172704523048176 -0.0044588021505416698 -0.0099299525103477282 -0.00044812230477656782 0.015918567386001829 -0.00050327127317187305 0.019142807713371249 -0.037849275007619615 0.042735153405628494 -0.042336242129216453 0.047286013948243388 -0.022193787830753296 0.018556376576193925 0.038857688828024622 -0.027115767391272822 0.00072283983581472719 0.10068012031706736 -0.016410093191566603 -0.015390736237919561 0.021807653454382629 -0.013123956868853351 0.00043292891678801851 -0.003802380921821748 0.011837353622563777 0.00083042603906363405 0.10166030529668398 -0.11077369470113219 -0.10293682372595528 -0.0095645400767992977
leaf_weight=0.56711261738824814 5.543925594197793 0.063407330882910229 0.49906274346601026 0.68312607717871288 29.454193099839909 0.88654109814009929 1.5235706809611427 0.16576562223053659 0.29250656856655055 0.32425032323226233 0.1704283622384527 0.27239954748074513 0.30440682249900408 0.53992596792522718 0.30484264234837599 0.29895892704371363 0.51918256189674139 0.11007584584876895 0.81714488194744461 0.7039101241307425 0.3040124332474069 0.60076732317020187 9.9872158612660709 0.59396721294626686 1.7621466639684511 1.1014670485164968 0.049658072208529802 0.12082149647176266 0.033206924796104431 1.8334472244387141
leaf_count=131 191 12 199 29 2202 35 74 37 25 27 16 25 29 21 18 23 5 22 54 66 20 55 592 24 20 8 51 4 2 17
internal_value=3.94176e-07 -0.00283801 0.00293985 -0.0054374 8.8168e-05 0.000629785 0.00553738 0.000187695 0.0014981 -0.000168311 0.000704332 0.0123984 0.0068188 -0.000403113 0.0131324 0.00596394 0.0184032 0.0516807 -0.00145903 0.000185771 -0.000669597 0.000281776 -0.000336295 -0.000352261 0.00100762 -0.00689667 -0.0175669 -0.0577054 0.019671 -0.00157916
internal_weight=60.4314 1.81271 0.56247 1.25024 58.6187 29.1645 2.41011 26.7544 14.8986 12.923 12.6305 1.97563 1.70323 12.3063 1.39883 1.09398 0.795024 0.275841 11.8558 12.1358 11.5959 10.892 10.588 11.0386 9.13952 1.89912 0.797654 0.203686 0.082865 7.37737
internal_count=4034 371 211 160 3663 1461 109 1352 981 822 797 159 134 770 105 87 64 59 371 754 733 667 647 317 228 89 81 57 53 208
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 1 2 0 1 0 2 0 0 0 0 1 2 2 2 2 2 2 2 0 0 1 1 2 2
split_gain=0.00305007 0.0209562 0.0147899 0.0165667 0.011358 0.00150223 0.00768445 0.00789828 0.0331507 0.0271717 0.00635705 0.0410732 0.0243622 0.0190237 0.0180469 0.013328 0.00423655 0.0170484 0.00388438 0.00585994 0.00186364 0.0151993 0.026129 0.0146108 0.0530325 0.0102998 0.00984561 0.0308284 0.0220097 0.004672
threshold=0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 47.709122305950011 0.34311846950000008 37.999598532650005 0.46989611090000011 0.33750486510000005 0.39672464895000009 49.283271594150008 0.51401155655000019 0.54228915300000013 0.54300769440000007 0.54499865270000014 0.34219035360000005 41.919251152600005 35.782584506850007 35.419594101850009 42.899217095850013 43.018222997350009 43.084235337800003 43.157831852650006 0.50339810185000011 0.48386275860000011 0.36160593995000007 0.39814676205000005 43.308802343500005 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 16 18 -7 12 -12 -14 -15 -16 17 -9 19 -2 29 -22 -23 24 -24 -25 -27 28 -28 -8
right_child=5 -3 -4 -5 -6 10 20 8 -10 -11 11 -13 13 14 15 -17 -18 -19 -20 -21 21 22 23 25 -26 26 27 -29 -30 -31
leaf_value=0.029626145326107335 -0.06825376597971182 -0.084986935416038731 -0.10015822273050233 0.10025214714835745 -0.10021557642700014 -0.0014445766157275 -8.8481806515697972e-05 0.0091559275514440843 -0.1014908250967783 0.061807223405901869 0.058130585034137275 -0.0029580985035984747 -0.046865442509020958 0.10084152099012329 0.051174660601270822 -0.10095564557515826 0.021453697613279941 -0.10037371734552801 -0.10027855544411307 0.050825918394572504 -0.017058015849561771 0.03227777525442057 -0.10266475586473706 -0.0072682759861266086 0.029108097013749709 0.0076629301141734095 0.063664002761679953 0.00021233500709656736 -0.078250421444733362 0.0035251404044725565
leaf_weight=0.02090458941712392 0.012955153148161425 0.031212406247533409 0.0094483728753402829 0.022759764455258846 0.0099408392051676397 1.8954776639111544 47.031355612366028 0.060077941345696217 0.046636199125941857 0.042678092768255738 0.21311046326627525 0.90158792486368711 0.048210154011940176 0.025024561211466789 0.012010803213343024 0.011063412938057127 0.045983174641150981 0.018613803576840837 0.013584213546415924 0.0060682478360831729 0.58032397001858083 0.23927136566135221 0.060089303034308261 1.62378344874398 0.062110042308631819 1.7487250007688997 0.01264681695101888 1.6190484313023046 0.08043446832826362 3.8723952622546411
leaf_count=13 64 35 10 3 119 16 2206 58 12 21 19 254 16 1 3 42 8 58 39 2 50 33 30 159 19 26 6 304 147 261
internal_value=1.50649e-06 -0.0179722 0.015201 0.0355341 -0.0122191 2.96123e-05 -8.67454e-05 -0.0177014 -0.0295655 0.0092952 0.00217125 0.00783076 0.0392674 -0.00247267 0.0420229 -0.0217674 -0.00266099 -0.0167523 -0.0594346 -0.0302687 -1.04463e-05 -0.0016733 -3.39423e-05 -0.00151877 -0.0356888 -0.000697562 0.00238532 -0.00300509 -0.0589687 0.000186417
internal_weight=60.3775 0.094266 0.0630536 0.0536052 0.0308454 60.2833 57.1768 0.246597 0.171311 0.0752857 3.10648 1.21101 0.309419 0.0963089 0.0480988 0.0230742 0.124675 0.0786917 0.0326076 0.0190234 56.9302 6.02643 5.44611 5.20684 0.122199 5.08464 3.46085 1.71213 0.0930813 50.9038
internal_count=4034 180 145 135 132 3854 3503 262 136 126 351 335 81 62 46 45 124 116 105 66 3241 774 724 691 49 642 483 457 153 2467
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 2 0 0 0 2 1 2 2 1 0 1 1 2 0 0 2 1 1 2 2 0 2 1 0 1
split_gain=0.00122145 0.00916373 0.0411525 0.0538524 0.0135512 0.0115038 0.0153792 0.0485344 0.0381728 0.00676919 0.0177866 0.00633428 0.0169887 0.018189 0.0168866 0.00458883 0.0494955 0.0221316 0.0850073 0.013773 0.0480918 0.0200252 0.0119793 0.00957377 0.0249247 0.0309372 0.0114351 0.00816598 0.00636898 0.0205137
threshold=39.896141435400004 40.159267750750011 0.48351845755000006 0.39091643965000006 40.003678352300007 40.316494640950005 0.48028502140000007 0.48386275860000011 0.48597347385000006 40.467253020850002 0.39591628995000006 39.420767558750008 39.525197829750006 0.34524415440000006 0.50889194935000015 0.39072183470000005 0.39408999735000005 38.748048509250005 0.48028502140000007 0.50706565670000014 36.364346611650006 0.36575252235000005 0.39542229275000007 37.198331469900005 34.654301448200009 0.5296248615500001 34.41230404325001 0.40301188585000008 0.54228915300000013 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -4 -5 6 -3 -8 -9 10 -7 15 -13 -14 -15 17 -17 19 -19 21 -21 -1 -18 24 26 -26 -24 -25 -29 -30
right_child=1 5 3 4 -6 9 7 8 -10 -11 -12 12 13 14 -16 16 22 18 -20 20 -22 -23 23 27 25 -27 -28 28 29 -31
leaf_value=0.00059604214794272662 -0.0072021352216208347 0.0033674502844789687 0.033793088014458787 0.011852017578070369 -0.0092080718537533197 0.011555406652600228 0.0026829287419026268 -0.07354913421353515 -0.015157301001216006 -0.0002017386389630989 -0.0031112371771354953 -0.022816964274454416 0.019903372330579788 -0.025145024633325533 -0.00056418165412097264 -0.04580742457685491 0.013122428269424417 -0.0063523742866672013 0.051948405282028744 0.0022983944103546826 -0.035684614697712683 0.029083251028875906 -0.048139518955292893 -0.012013235533995347 0.023352611913248382 -0.090629672705204001 0.098725173381182849 0.005221662272841595 -0.035993793258239017 0.00079377206000963017
leaf_weight=2.6018291511986962 1.5582778852547101 0.71294478047639032 0.84169229262624901 0.58924605871894875 0.63456615171826769 1.7206874556159157 0.61847396448138148 0.19662524480372667 0.25999632625110536 38.875314685695699 1.5917712649488391 0.45690995620282171 0.33276602532714639 0.35260266259137996 1.347651226182548 0.2453906811318517 0.62844329246217956 0.68156453301253328 0.39506236749730306 1.216632365103578 0.4591440257790963 0.27261601041493566 0.0073236981341573406 0.553544930322868 0.036804097036252925 0.067459318756356745 0.019201045391895044 1.7169704918664694 0.1741130658455744 1.1712537911129102
leaf_count=303 19 11 16 16 57 32 6 5 39 2535 29 47 17 22 74 35 13 26 33 33 36 24 164 29 14 151 17 22 74 135
internal_value=5.94942e-07 0.000233341 0.00506683 0.0143229 0.000932025 -0.000164957 -0.00802126 -0.0155736 -0.0403013 0.000168016 0.00450749 -0.000869186 -0.00539319 -0.00147729 -0.00566181 0.000230069 -0.00210518 0.00214767 0.0150408 -0.000902971 -0.00810853 0.00329781 0.000345984 -0.00179706 -0.0283762 -0.0503949 0.0581746 -0.000835676 0.00118477 -0.00396716
internal_weight=60.3369 47.5996 3.62378 2.0655 1.22381 43.9758 1.78804 1.0751 0.456622 42.1878 3.31246 12.7373 2.48993 2.03302 1.70025 10.2474 4.6205 5.62685 1.07663 4.55022 1.67578 2.87445 4.37511 3.74667 0.130788 0.104263 0.0265247 3.61588 3.06234 1.34537
internal_count=4034 2765 108 89 73 2657 61 50 44 2596 61 1269 160 113 96 1109 654 455 59 396 69 327 619 606 346 165 181 260 231 209
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 2 2 2 2 0 0 0 0 0 2 0 0 1 2 1 2 2 1 0 2 1 2 1 1
split_gain=0.00191462 0.00221762 0.0111446 0.00221787 0.00208407 0.0100263 0.0588136 0.0431739 0.0731618 0.0566549 0.0167731 0.0161105 0.0151826 0.00999326 0.0186826 0.0369141 0.00901899 0.0121638 0.00708996 0.0167894 0.0235065 0.00891051 0.042373 0.0587706 0.0951641 0.0290898 0.0251808 0.0221513 0.0243578 0.019152
threshold=35.171584490050009 0.53749887730000012 0.36575252235000005 0.54797760550000019 0.34575312120000007 0.48098859315000003 40.280372415600006 41.685324604100011 41.919251152600005 42.141702038450013 0.48200652675000005 0.47916230050000003 0.48271009850000007 0.4871261339500001 0.48386275860000011 41.360869295700006 0.47883296910000012 0.47709649410000005 0.34551360740000009 40.040005255000004 0.34566330350000002 41.872294782850005 42.824128352900011 0.34518427590000006 0.47676716265000008 43.047778594550003 0.34509445825000007 41.535369675400013 0.34515433670000012 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 13 6 -6 -8 -9 -10 -7 16 -12 14 18 -16 17 -11 21 -20 -21 27 23 24 26 -24 -23 -2 -29 -25
right_child=4 3 -4 -5 5 10 7 8 9 11 12 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 25 29 -26 -27 -28 28 -30 -31
leaf_value=-6.1153971782983811e-05 0.00027049149082142163 0.0042374213946384008 -0.027341733250907215 -0.0050239864201241354 -0.057056077029522527 -0.013344193178600198 0.099252130027958546 -0.10726147870561485 0.098416084120810973 0.046301263999312149 0.015428866963479119 -0.10134647623591977 0.00050129153005136625 0.010423918075520186 0.005631601841177919 -0.044003550614731601 0.10014405942476921 -0.054460263443663517 0.0062177094225847598 -0.023230673736001458 -0.0026341062165165636 -0.018700789816608793 0.021009552161792913 0.0055702193350117956 -0.10382159529651028 -0.0014380640516131237 0.10105741793422091 0.00029908727703225214 0.025481413486553913 -0.019758495184304566
leaf_weight=0.56676824216792376 13.335876737615488 0.54153496294566128 0.20351856014610803 0.49485531418312656 0.083052075112555079 0.85682039440062752 0.083093608610539604 0.040131433927399485 0.087221034446201884 0.02126745298436683 0.69726929706624474 0.018355930732923298 29.832766971612678 0.80467186076566477 0.31035655015148123 0.28969556896481663 0.0086874654516577721 0.027436253778432729 1.0442514596506947 0.78814886577320931 1.8660654121036657 0.039971239728562646 0.66002724374160227 0.52016816511786579 0.16940365730806661 4.6057975212439342 0.031310368329286575 0.76454279171440365 0.77189674321562052 0.70062535960914829
leaf_count=131 374 9 35 196 31 14 32 9 7 98 56 7 2377 25 12 32 2 40 5 39 35 62 35 5 23 249 1 32 12 49
internal_value=1.07182e-06 -0.00320514 -0.00726899 -0.000184713 0.00010016 0.000647674 0.0170299 0.0385293 0.0136859 0.0434696 0.000454949 -0.0197999 0.000842219 -0.000550967 -0.000891964 -0.0183315 0.00628184 -0.0104607 -0.000478312 -0.00452398 -0.0087501 0.000214421 -0.00280551 -0.0178702 -0.063033 0.00137556 0.0339029 0.00158045 0.0129505 -0.00896618
internal_weight=60.2656 1.80668 0.770287 1.03639 58.4589 31.7561 0.369245 0.286193 0.2031 0.162968 31.3869 0.0757471 30.53 26.7028 25.8981 0.600052 0.0573912 0.0487037 25.2981 3.69847 2.65421 21.5996 6.7273 1.46148 0.240685 5.26582 0.0712816 14.8723 1.53644 1.22079
internal_count=4034 371 166 205 3663 2673 226 195 163 154 2447 147 2433 990 965 44 140 138 921 79 74 842 424 140 86 284 63 418 44 54
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 2 0 0 0 0 2 0 0 1 1 0 1 0 2 0 0 0 2 1 0 2 2 2 2
split_gain=0.00155226 0.00210527 0.0115546 0.00300062 0.00181836 0.0146537 0.0190606 0.0177202 0.00948279 0.0565502 0.0280568 0.0300288 0.025357 0.0190132 0.0400833 0.0110304 0.00918573 0.0482159 0.00836208 0.00784057 0.0035498 0.0256799 0.0732842 0.0851768 0.0823463 0.0404664 0.053076 0.039981 0.0414863 0.0212155
threshold=35.171584490050009 0.38052752915000004 0.54386096225000014 0.36575252235000005 38.969453495950006 38.748048509250005 38.478081868400004 0.5398790455000001 0.50706565670000014 0.51505942935000004 0.47565941140000007 37.038444968100009 0.5231430197000001 0.52770875125000016 0.39542229275000007 0.41615520495000008 0.54228915300000013 0.45280081435000008 0.54300769440000007 39.110279783550006 0.53866650695000018 0.5223196910500002 0.52432561900000019 39.952536079750011 0.39045238170000002 0.51505942935000004 40.241071441700008 42.094663496250007 41.257403903850005 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -8 10 -10 -2 -12 -11 -14 -15 18 -17 -18 -16 -6 21 25 24 -24 -23 -21 -27 28 -25 -22
right_child=4 2 -4 -5 19 -7 7 -9 9 12 11 -13 13 14 15 16 17 -19 -20 20 29 22 23 27 -26 26 -28 -29 -30 -31
leaf_value=-5.5045980246036339e-05 -0.0014697765706953648 0.030604997591678191 -0.0046941500602849318 -0.01009258502647074 -0.01001382513234029 0.014467770027093558 -0.058865462555693596 -0.00086125982657085914 -0.058505739774112921 0.031217180680510839 0.006728279866731704 0.050265472190503327 -0.016985758900650846 0.042366439811716866 -0.048403154219517679 0.00410161099041361 -0.10137515972341189 -0.0013165488909238391 -0.0045428218602447876 2.5437577440494489e-05 0.039781824308913027 0.0032650045652078876 -0.080441071064890513 0.004146115978311854 0.090699522613273409 0.0068305469152310262 -0.054920138876842745 -0.016417296441030418 0.03138952315378752 -0.0021675726555636411
leaf_weight=0.56678933902641182 1.4620858474539478 0.11397712938196486 0.49747628017733908 0.62759351310899092 0.78738735193105114 0.78608054338590339 0.10438468179017935 0.10630678191173448 0.1693750136604425 0.25201102334176573 0.41884087538346637 0.25479744380572811 0.65078098871828194 0.22602444351650808 0.084962623767296797 1.5904672274918996 0.053174806159397181 0.51060773368665791 0.089003486509454888 36.179246987894771 0.12205790111512627 0.21557725280581452 0.11738403193885494 2.2073857743816925 0.21528478068739787 0.2539430339238592 0.30803058249392068 0.64599466237799363 0.74849949000872573 9.8212870409156192
leaf_count=131 111 25 199 16 48 46 27 20 15 25 31 35 35 13 36 15 79 132 10 1456 38 11 34 31 32 20 34 231 52 1046
internal_value=1.22994e-06 -0.00288631 0.00188574 -0.00532931 9.0547e-05 0.0016329 -5.62891e-05 -0.0295988 0.00102393 -0.0020893 0.00631011 0.0231958 0.000674788 -0.00172676 0.00216099 -0.00174217 0.000213825 -0.0107539 -0.0259636 -0.000111394 4.19862e-05 0.000454058 0.00791042 0.00338753 0.0469526 -0.00038818 -0.0270164 0.00611948 0.0110448 -0.00165263
internal_weight=60.1868 1.80584 0.611453 1.19438 58.381 6.7589 5.97282 0.210691 5.76213 3.62641 2.13572 0.673638 3.45703 3.20502 2.55424 2.32822 2.15425 0.563783 0.173966 51.6221 50.8347 40.8913 4.15013 3.71926 0.430862 36.7412 0.561974 3.60188 2.95589 9.94334
internal_count=4034 371 224 147 3663 630 584 47 537 360 177 66 345 320 285 272 226 211 46 3033 2985 1901 391 348 43 1510 54 314 83 1084
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 0 0 1 0 1 1 0 1 0 1 2 2 2 0 2 0 1 1 1 2 1 1 2 1
split_gain=0.00125399 0.00317139 0.0112285 0.00257769 0.0217562 0.0774795 0.0334389 0.0639646 0.0230858 0.0213664 0.00377431 0.00594197 0.0022037 0.00956018 0.00187688 0.00177562 0.00148844 0.00617435 0.0223554 0.0190596 0.00616408 0.0116971 0.0059504 0.0190665 0.00875938 0.00565863 0.00486223 0.0788647 0.0562303 0.0291485
threshold=35.171584490050009 36.242939472700009 0.36698003050000011 37.038444968100009 0.50278434775000014 0.50410167360000013 0.52863686715000002 0.5296248615500001 0.36533337325000009 0.5017514446000001 0.42114008565000011 0.46280051495000007 0.53749887730000012 0.37078231190000005 0.54797760550000019 0.36575252235000005 41.218101594450012 41.289992964000007 41.319407281650008 0.4784437592000001 40.94178426300001 0.48119816770000007 0.34641178410000012 0.39670967935000007 0.42290649980000011 41.360869295700006 0.34656148020000005 0.35651627195000007 39.861052345600008 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -7 -8 9 -3 -9 -12 13 15 -14 -1 20 19 -19 -18 26 -22 -23 -24 -25 -20 29 28 -28 -5
right_child=1 3 -4 16 5 6 7 10 -10 -11 11 -13 14 -15 -16 -17 17 18 25 -21 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-4.9538594470784616e-05 0.02857559817195747 -0.014277960829164863 4.8219453935846628e-05 0.00017326189194760472 0.1011969098213733 -0.067674625698757304 0.10076172463704672 -0.10101532632985338 0.001242326290196631 -0.10443852421445016 -0.10042087598012744 0.047378704337661628 0.0044788801270208107 -0.034420519567122304 -0.0040232337748724485 -0.014802079313547696 0.003583114935171289 0.028610770781787271 -0.0057656884801633064 -0.015615609846077367 0.01460442080831666 -0.004540466988816879 0.029145308036942204 0.0087715498507320144 -0.025448101481217306 5.7566823052256819e-05 0.012486722499716135 0.00028658071238204396 0.10068007894660942 -0.017393989920336205
leaf_weight=0.56680831947498012 0.17682819958098728 0.047964707209084106 0.62792284542651833 11.016699130485142 0.070686250925064087 0.084883864035816714 0.045346129685640335 0.024213119291403018 0.11316080593678635 0.058150690048933029 0.0057226480565915061 0.0051843034314734415 0.54245001644630952 0.10675648631877266 0.49803199848756785 0.095304054481971434 1.0687339082724094 0.26961497328894068 1.7869309281344623 1.0017982963325875 0.87937381409946569 0.97909367270767667 0.24561402388644638 0.14862949727103114 0.15059780835753145 25.221701336821472 0.15772874496042177 12.963982618988574 0.13346632353932364 1.0330855473876006
leaf_count=131 39 41 76 265 2 17 2 17 8 3 30 21 9 28 196 7 13 21 30 36 35 16 13 11 34 2102 18 777 26 10
internal_value=1.96784e-06 8.24088e-05 0.00631655 -4.82346e-06 -0.00749918 0.0135698 -0.0238904 0.0222977 -0.0301785 -0.0636855 -0.079013 -0.0301686 -0.00259072 -0.00665054 0.0004093 -0.00217301 5.49811e-05 -0.000441291 -4.16838e-05 -0.00570592 0.000580636 0.00542044 0.000120895 0.00849748 -0.00845082 -0.000327708 0.000120982 0.00144262 0.0529093 -0.00133286
internal_weight=60.1265 58.3171 0.804751 57.5124 0.455313 0.236036 0.16535 0.0804662 0.219276 0.106115 0.0351201 0.010907 1.80935 0.768869 1.04048 0.662112 57.0571 29.3488 27.2782 2.07053 27.7083 2.40331 1.52394 0.544841 0.299227 27.0086 25.305 13.2552 0.291195 12.0498
internal_count=4034 3663 115 3548 141 89 87 70 52 44 68 51 371 166 205 138 3407 2202 2153 49 1205 109 74 58 45 2132 1096 821 44 275
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 1 0 0 0 1 0 2 2 0 0 1 1 1 1 0 0 1 0 2 2 1 0 0 2
split_gain=0.0013337 0.00843038 0.0520599 0.0388345 0.0651723 0.0510653 0.0291109 0.0146766 0.0135848 0.0119829 0.00842425 0.0131135 0.0122522 0.0111063 0.00813388 0.0101362 0.00722026 0.0451948 0.00717663 0.00589711 0.0151886 0.0076646 0.00676055 0.00537036 0.0146903 0.0310737 0.054292 0.086825 0.0281487 0.0356879
threshold=0.34575312120000007 0.48098859315000003 40.280372415600006 41.685324604100011 41.919251152600005 42.141702038450013 0.35275889945000011 0.47916230050000003 0.48200652675000005 0.48271009850000007 0.34566330350000002 0.48597347385000006 43.157831852650006 41.481306584950012 0.47883296910000012 0.47709649410000005 0.34560342505000002 0.34551360740000009 0.34656148020000005 0.3459626957000001 0.48447651265000008 0.48597347385000006 0.34739977845000009 0.48271009850000007 41.872294782850005 42.824128352900011 0.34518427590000006 0.47676716265000008 0.48028502140000007 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -5 -6 -2 14 -3 -10 11 16 -13 -12 15 -7 17 23 -17 -11 -21 -22 -23 24 28 26 27 -26 29 -1
right_child=1 8 3 4 5 7 -8 -9 9 19 13 12 -14 -15 -16 18 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001147047220731153 -0.10806154585540345 -0.012122392049907893 0.098639866906250706 -0.10652630870775359 0.097336321917708968 0.042575315788991951 0.013560923041834205 -0.10121789877406162 0.013645035258108625 0.004704284127222182 -0.013853270967426216 0.02457378914726277 0.0013299336303135999 0.0012593228243112532 0.10013031926203907 -0.10011724534626854 0.0075242454290085602 -0.024930684298250093 0.0037390210194287441 -0.014429162038294302 0.0096272437736517613 -0.0058595847486274631 0.00038833222923806068 -0.0039058230325612594 0.032103100969887492 0.00067741239291935207 -0.0080590443579671035 -0.10345362276123055 0.012756083289518362 0.021739883406788271
leaf_weight=10.307417959663169 0.044817192702334363 0.86256822869554994 0.074490258893547434 0.036553052964222843 0.079746396101654682 0.020835579398472248 0.035087974928292354 0.016630521191473235 0.68848813653940766 2.7832034053280976 1.048273617401718 0.40964063012506713 0.50801199302077293 0.90706150964192023 0.0078611159697175026 0.013931095176303643 1.0769071291227863 0.75388143407257402 0.012736707620206289 0.72279592935228976 0.8458214015117872 1.8590254057198787 25.316812829515644 3.073898372007533 0.068200867456580272 4.2112386766149497 1.2230673157782801 0.15381252041515836 2.1988401324488231 0.72953351469595951
leaf_count=445 10 14 32 9 7 98 42 7 56 21 9 41 3 39 2 29 11 33 11 11 21 24 2559 31 63 278 54 23 34 17
internal_value=3.30007e-06 0.000424145 0.0160281 0.0375207 0.0133416 0.0422166 -0.0546547 -0.0188375 0.00026249 0.000594088 -0.000524084 -2.41749e-05 0.011706 -0.00684268 0.00590807 -0.00968434 -0.000476514 -0.000855745 -0.0505148 0.000309087 -0.000116481 0.000252703 -3.90708e-05 -2.94841e-05 0.000601227 -0.0036644 -0.0163173 -0.0618116 0.00242414 0.00036576
internal_weight=60.0912 33.4214 0.34269 0.262785 0.188294 0.151741 0.0799052 0.071995 33.0787 32.2161 26.6698 24.7145 0.917653 1.95534 0.0553645 0.0475034 23.7968 22.7199 0.0266678 31.5277 28.7445 28.0217 27.1758 21.966 18.8921 5.65632 1.44508 0.222013 13.2358 11.037
internal_count=4034 2953 247 195 163 154 52 147 2706 2692 1081 1033 44 48 140 138 989 978 40 2636 2615 2604 2583 945 914 418 140 86 496 462
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 2 2 1 0 0 1 0 0 2 2 1 2 1 2 1 1 1 0 1 0 2 2 2 2
split_gain=0.00125388 0.0147605 0.0099098 0.0108983 0.0077631 0.0207846 0.00625391 0.0236508 0.0129064 0.0126816 0.0254126 0.0173618 0.024341 0.0210399 0.00949106 0.0411676 0.0521549 0.0366751 0.184295 0.0132338 0.0307325 0.0251548 0.050717 0.0565618 0.0119936 0.0108987 0.0177232 0.00877475 0.0161602 0.0086965
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.47943175355000006 0.34488488370000009 41.092444989200011 42.456897412850005 42.488347682450005 0.34530403280000005 0.48447651265000008 0.48797940185000005 0.34518427590000006 0.48119816770000007 0.48068920095000006 41.243661560350013 41.035283712600005 0.39670967935000007 41.535369675400013 0.37003383130000006 41.965809985500009 0.34829795515000012 0.37413550490000008 0.42039160505000012 0.55769288345000012 0.43724738780000011 0.49649711085000009 42.094663496250007 40.720231579350006 41.385032804600009 41.605323437500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 9 -8 -9 11 -11 -6 13 -13 15 -12 -17 18 -16 21 -21 -19 -23 -24 -25 -22 -27 -14 -29 -26
right_child=2 -3 3 4 6 -7 7 8 -10 10 14 12 27 -15 17 16 -18 19 -20 20 25 22 23 24 29 26 -28 28 -30 -31
leaf_value=-3.46867273557287e-05 0.011791614168430416 -0.014645264226318365 -0.021339160947717727 0.012966892395737648 -0.01271599930256866 -0.0027586092809475417 0.038399798184584708 0.010588548100697412 -0.00014896004648769527 0.015832031514663326 8.7267972029753024e-05 -0.0010790562780544552 -0.009819050661637619 0.021178324284158109 -0.090438316648797173 0.070625159354328254 0.0022041718788243258 0.0206434395820368 0.0049183714772812574 -0.019513644344367153 -0.010483529319167387 -0.10250055345443261 0.085345457599979163 -0.10083496326660708 0.0896434992668797 0.019177362099053866 -0.00068124807459070793 0.0038548481354429075 -0.0074750113524334237 -0.10043344633020534
leaf_weight=11.951764222483096 0.73111271366360497 0.73391925813939529 0.23682243349321552 1.6167000205023137 1.7713693285477337 1.7505831611342726 0.17621443843654461 1.3093479666858892 7.717886376675942 1.0317943333357131 16.577109558203254 0.95600503158084194 2.1291920395233888 0.76422959122282919 0.27794591034762539 0.18961173878051241 0.27011800916429962 0.634033694397658 0.7484644577926467 0.80367751419544253 0.48035926744341884 0.053936329876705713 0.054768859659830582 0.030942685552872717 0.0068292753943683948 0.69392119297697252 1.2754394808801945 2.3689692646730691 2.686679880367592 0.0037172344527514056
leaf_count=999 15 31 27 21 24 28 18 15 1049 39 1251 31 21 15 11 15 37 12 61 13 3 25 9 9 11 44 89 27 23 61
internal_value=2.9552e-06 -0.000879969 0.000239513 5.83358e-05 0.000167595 0.00479152 -0.000194394 0.00211671 0.00140845 -0.000823518 0.000492221 -0.00367433 -0.00187579 0.00880898 -0.000223929 0.000905884 0.0304238 -0.00402494 -0.0209037 0.000265829 -0.00254499 0.0119266 -0.0248709 0.0186274 -0.0694455 0.00302191 0.0063161 -0.004434 -0.00216608 0.0226488
internal_weight=60.0335 12.6857 47.3478 46.6167 46.3798 3.36728 43.0126 9.20345 9.02723 33.8091 23.1327 10.6764 8.90508 1.72023 22.1009 17.0368 0.45973 5.06404 1.02641 4.03763 3.2534 0.784228 0.150194 0.0962581 0.0414892 2.44972 1.96936 7.18484 5.05565 0.0105465
internal_count=4034 1030 3004 2989 2962 49 2913 1082 1064 1831 1690 141 117 46 1651 1303 52 348 72 276 149 127 115 90 81 136 133 71 50 72
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 0 1 1 0 0 2 1 1 0 2 0 2 0 0 1 2 0 0 2 2 1 0 1 2 1
split_gain=0.0013234 0.00853058 0.0135817 0.00993021 0.00683577 0.0112237 0.0336022 0.0141359 0.0459205 0.0105627 0.0479956 0.00450527 0.0280965 0.0244542 0.0287503 0.0172731 0.00989734 0.0120475 0.00819019 0.00331502 0.0173199 0.00647955 0.00957424 0.00493864 0.00408185 0.00279363 0.0282326 0.16413 0.0690875 0.0172458
threshold=0.5398790455000001 0.41911918805000009 0.54228915300000013 40.523311941050004 0.54136103710000005 0.54300769440000007 0.42114008565000011 0.42290649980000011 0.54499865270000014 0.55481871800000016 41.147265497500008 0.44805544745000009 0.43837010870000009 0.57537199485000012 40.94178426300001 0.55832160710000012 41.092444989200011 0.5654770815500002 0.56294721715000018 0.45280081435000008 39.337369931850013 0.58415915690000009 0.58650938595000024 42.558389508100007 42.522337019050006 0.39019789825000006 0.5231430197000001 0.39072183470000005 39.110279783550006 0.38780276035000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 -4 -3 -6 -7 -8 -9 10 -10 12 16 -14 -15 -13 -11 -18 -17 23 -21 -22 -23 -20 -24 29 27 -27 -29 -1
right_child=1 4 3 -5 5 6 7 8 9 11 -12 15 13 14 -16 18 17 -19 19 20 21 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=7.0429177720307952e-05 -0.018437489228998693 0.011405978110263858 0.0010651519273086631 -0.013278675447746758 -0.012284909228500972 0.03592426499309867 -0.033296548641462219 0.073513519051042295 -0.071866626829935429 0.0055480893000750637 0.027542489599225402 0.043084693524980192 -0.10176160872512541 0.099160865166050549 -0.10031947453605904 -0.029432821128467825 -0.045592183658782391 0.0035797674742543886 0.0078847825995866858 -0.00079049825551123656 -0.10143730179567348 0.087461073009899248 -0.10034969103860464 -0.00065629532717210439 0.032451972227284201 0.059938367021400984 0.00047130649603537727 -0.11330140839642189 0.047581519633412742 -0.020051468251616883
leaf_weight=39.951957894021163 0.62500939282654533 0.57863395310778276 2.1681267886891651 0.62085313608159243 0.66031899873451028 0.26988536026885857 0.12632353695516929 0.084870855994949923 0.09984931374287942 0.63553857266662905 0.094565827710425765 0.098378209373294001 0.05359078279725793 0.016496361339079613 0.012855536802934608 0.088405409831466719 0.095643209206627944 0.10401438608096214 1.2375532919432295 1.0438088281456832 0.023341734452152152 0.0055661407677689559 0.0099239759260969507 1.4945841410095679 0.0030184112789655168 0.36280399979136324 8.8455510028452942 0.097796857542043369 0.036711672086040203 0.43052816031195007
leaf_count=1836 20 13 48 90 20 30 20 10 35 87 19 12 46 24 28 17 24 19 45 332 140 5 212 14 255 14 484 18 77 40
internal_value=3.15115e-06 -0.00103141 -0.00511376 -0.00212792 0.00100702 4.55783e-05 0.00149998 -0.000243645 0.000558999 -0.000650997 -0.0235129 0.000251897 -0.00606614 -0.0615769 0.0117925 0.00170045 -0.000553416 -0.0199754 0.00065818 0.00135497 -0.00331959 -0.066399 -0.0222111 0.00321248 -0.0693778 0.000216433 0.00177474 0.0249585 -0.0693913 -0.000144096
internal_weight=59.9765 10.2512 3.41399 2.78898 6.83717 6.25853 5.59821 5.32833 5.202 5.11713 0.194415 4.92272 0.918139 0.0829427 0.0293519 4.00458 0.835196 0.199658 3.9062 3.8178 1.08566 0.0418503 0.0185085 2.73214 0.0129424 49.7253 9.34286 0.497313 0.134509 40.3825
internal_count=4034 1565 158 138 1407 1394 1374 1344 1324 1314 54 1260 228 98 52 1032 130 43 1020 1003 944 612 472 59 467 2469 593 109 95 1876
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 1 1 0 0 0 2 2 2 1 1 1 0 2 2 0 0 0 0 0 0 1 1 0
split_gain=0.00125736 0.0164077 0.0169482 0.00892603 0.00447138 0.0440202 0.0206815 0.0788671 0.0446536 0.0103043 0.00708833 0.00428903 0.0215986 0.0322252 0.0557121 0.0458546 0.0268549 0.0234204 0.0243865 0.00875985 0.00679318 0.00851982 0.00354343 0.00557643 0.0697476 0.00684452 0.00602911 0.00604555 0.0180316 0.0140634
threshold=0.47721625100000004 0.47709649410000005 0.47700667645000011 0.47754558250000007 39.664548207900005 38.969453495950006 42.488347682450005 0.34548366815000003 0.32388251845000005 0.43780126340000008 0.43513667255000005 0.39672464895000009 49.283271594150008 49.122847560300009 48.96897326980001 0.32058920395000007 0.34219035360000005 0.34398670700000006 0.4764977096500001 48.86568841230001 44.756878345700009 0.46495613905000005 0.47769527860000011 0.4778150355000001 0.47808448850000007 0.47817430615000006 0.47865333370000007 0.34536391125000004 0.34542378970000004 0.48271009850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 7 8 9 10 -6 19 13 14 15 -13 -17 -18 20 -8 -19 -22 -5 -24 -25 -26 -27 29 -29 -28
right_child=3 -3 -4 22 6 -7 11 -9 -10 -11 -12 12 -14 -15 -16 16 17 18 -20 -21 21 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.0012071011827630462 0.014083575449339948 -0.017479343239331552 0.029581881800985005 -0.0079090233827819201 -0.10024391135727817 0.0588132141012545 0.0045248777647434544 0.0010555729543859106 -0.10284982802520592 0.10011417363083074 0.025268269573222254 0.096030536586152446 -0.0020650749381445339 0.101743310705897 -0.10148387514227453 -0.10071585015850265 0.10045941023010192 -0.1005882241670661 0.043914354988674492 -0.0087771911389437976 -0.10008444529311332 0.10014564855328392 0.0056678369413758929 -0.058843592511105415 0.0079241674799163317 -0.005747613875684638 0.0054599873088363726 -0.017491497830578403 -5.3894535507615217e-05 -0.003172540870064982
leaf_weight=1.5225143246844957 0.45641848177910915 0.57223276505465026 0.19084702654799901 0.55504547356394951 0.0067089940525931748 0.13285860012456385 1.0076695924347183 0.51580384561299297 0.13620881763603165 0.012209404027089477 0.013663197198184207 0.075191043232734733 0.88117829051043373 0.05092630535364151 0.03544619184685871 0.022997050092612881 0.026103818789124489 0.024259522996903815 0.038265582550138788 0.97317274948363763 0.0041174651560140774 0.0043916148133575916 1.7533583254698886 0.20110177760397974 1.1119770412660717 1.7655263771084708 5.7250665858082339 0.6022394385363431 38.686307203721476 2.8151657549897209
leaf_count=235 30 17 23 16 58 17 105 32 122 5 6 38 10 1 5 30 2 78 25 19 53 1 17 18 19 33 97 13 2853 56
internal_value=2.36481e-06 -0.00134039 0.000287103 0.000158644 -0.000732434 0.00361007 -0.00261014 -0.0183606 -0.077694 0.0274708 -0.0160655 0.000819758 0.00564052 0.0297443 0.0138557 0.0347866 -0.00354518 0.0194596 -0.0103064 -0.00201033 -0.0736228 0.00325616 3.92134e-05 0.000122988 -6.79884e-05 0.000165116 -8.85287e-06 0.000202985 -0.000321189 0.0026144
internal_weight=59.919 6.24677 5.67453 53.6722 5.48369 1.65537 3.82831 0.684594 0.16879 0.0325816 0.0203722 3.14372 1.16288 0.281699 0.230772 0.195326 0.120135 0.097138 0.0710342 1.98084 0.0327686 0.00850908 53.2158 52.6607 50.9074 50.7063 49.5943 47.8288 39.2885 8.54023
internal_count=4034 882 865 3152 842 252 590 223 191 69 64 367 243 233 232 227 189 159 157 124 132 54 3122 3106 3089 3071 3052 3019 2866 153
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 0 0 2 1 2 0 2 2 1 2 1 2 2 2 0 2 2 0 1 1 0 0 2 2 1
split_gain=0.00113337 0.0144738 0.0137621 0.00872752 0.00352226 0.00510401 0.0014004 0.0126589 0.0360158 0.0414138 0.00232577 0.0114471 0.0721124 0.0241685 0.0416764 0.00944763 0.0164369 0.0222293 0.033113 0.0415373 0.0085806 0.0266288 0.00537068 0.0024762 0.0519466 0.0323044 0.0297038 0.0290629 0.0323637 0.013828
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.58415915690000009 0.59897907245000015 0.5654770815500002 42.558389508100007 0.45206730335000006 42.283941020600004 0.5398790455000001 42.094663496250007 42.865207177650007 0.41988263825000011 47.709122305950011 0.42039160505000012 40.890797847750008 40.241071441700008 38.244973486750006 0.55974372025000008 37.784765830350004 40.340071172300007 0.55257327625000008 0.37003383130000006 0.37078231190000005 0.51191581090000016 0.50889194935000015 42.536568606950006 43.752965619700007 0.35651627195000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 10 8 9 -8 23 15 -13 14 -14 20 17 18 -17 -20 -12 -22 -18 29 -25 26 27 -26 -29 -1
right_child=1 2 3 4 5 -7 7 -9 -10 -11 11 12 13 -15 -16 16 22 -19 19 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00022367157359921312 -0.10018088640801436 0.0020034987847826098 -0.10040872357152596 -0.10019480575295953 0.066600792248246263 -0.10008529957321038 0.0074349944470910138 -0.0028228916917889084 0.00055917141365101938 0.10073882720159544 0.0034377793643598493 -0.059171493983006113 -0.1008140953663354 0.07016073805867834 0.045134848286636581 0.00026308312179422325 0.012441793452417946 -0.0089752062435684826 0.060710620698994702 -0.0082853298452840035 -0.01820620203414796 0.0013791789034637049 0.038138796855956399 0.047786771411287836 0.0060600303122833373 0.0014706601997898352 -0.10088705512650303 -0.10637406802293542 0.0064854876315951805 -0.0089193982811960216
leaf_weight=36.668421581556153 0.015343026258421211 0.56073118371683961 0.022270256494195451 0.00266404301400991 0.0080631882416506429 0.0023790234178759926 0.10304134488325134 1.5292776389223091 0.58698503675168467 0.088369148783385754 1.1104503560073937 0.20080618505380687 0.030321652472139249 0.078707775359191601 0.055154378387527458 1.0489440757252846 0.17158052555168968 1.2353375844832044 0.23374100129876763 0.13922910703797697 1.2055960535035413 1.6365684056856933 0.15463008186634397 0.23732896166620321 0.18720873503643182 10.666053714653367 0.050098952942325636 0.06145778225891263 0.043317511382423901 1.732291184969134
leaf_count=1400 393 99 76 49 48 312 41 83 30 5 33 35 23 35 39 64 21 29 37 32 36 24 21 15 37 656 54 13 39 255
internal_value=1.98917e-06 -0.00428129 -0.00181296 -0.0623052 0.00244053 0.0286251 4.61882e-05 0.00246116 0.0128425 0.0505109 -5.16737e-05 -0.00171814 -0.0189793 0.0301779 -0.00663888 -0.000809823 0.0034382 0.000837539 0.0093627 0.0349545 -0.00401626 -0.00692859 0.0246227 0.0001934 0.00149846 0.000500513 -0.0297484 -0.0175424 -0.0597143 -0.000188781
internal_weight=59.8664 0.611451 0.596108 0.0353765 0.0131063 0.0104422 59.2549 2.30767 0.778396 0.19141 56.9472 7.30107 0.36499 0.164184 0.085476 6.93608 2.98346 2.65725 1.42191 0.37297 3.95261 2.84216 0.326211 49.6462 11.2455 11.0081 0.342083 0.291984 0.104775 38.4007
internal_count=4034 977 584 485 409 360 3057 159 76 46 2898 429 132 97 62 297 204 162 133 69 93 60 42 2469 814 799 143 89 52 1655
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 1 0 2 1 0 0 2 0 2 0 1 2 1 1 1 0 2 0 1 2 1 2 0
split_gain=0.00106187 0.0131543 0.0138554 0.00723654 0.00366434 0.0340016 0.0178452 0.0646576 0.0235663 0.0274429 0.0188861 0.0161947 0.00393523 0.0244776 0.0340865 0.0408592 0.0137759 0.0140556 0.00708224 0.00407427 0.00788063 0.00321055 0.0265899 0.0265396 0.025844 0.00528465 0.0132243 0.00751993 0.00581953 0.00507091
threshold=0.47721625100000004 0.47709649410000005 0.47700667645000011 0.47754558250000007 39.952536079750011 38.969453495950006 42.686561923500008 0.34548366815000003 0.47396784530000008 42.488347682450005 0.32388251845000005 0.43780126340000008 0.39672464895000009 48.96897326980001 0.43260680815000008 42.719328117250008 0.46898296455000005 0.34219035360000005 48.86568841230001 0.35807311160000005 0.35862698720000002 0.34512439750000007 0.4815274992000001 40.636252116050009 0.4778150355000001 0.34530403280000005 41.50623664750001 0.34542378970000004 42.047301293400004 0.48306936920000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 7 8 9 10 11 -6 18 14 -14 -16 17 -17 -8 -19 -21 22 23 -5 -23 26 -26 28 -27 -24
right_child=3 -3 -4 21 6 -7 12 -9 -10 -11 -12 -13 13 -15 15 16 -18 19 -20 20 -22 24 29 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0011076369035221837 0.012705470060880478 -0.01561618565983427 0.026834200352863258 -0.00069992132650699283 -0.061878938736260859 0.050422515863752827 0.0040574484676537664 0.00087201089262843763 -0.1025689227817282 0.091748577686775454 -0.10228473130855481 0.10010327642848116 0.094991392944760999 -0.00023270286708813412 0.10088551404565015 -0.10030453425207744 -0.1006774356637738 0.10030139147726261 -0.0079004557328758839 0.1001083895338947 -0.10007272553315216 0.02009043110533934 0.0083709911374763163 -0.017053459092027771 0.0098503753714629556 -0.00074823945717672176 -0.0021319551611123058 5.7820250987035502e-05 -0.011160144023890577 0.00056232894876555447
leaf_weight=1.5233063254476622 0.45482161347172123 0.57701104673105863 0.18927926730248135 2.4791021095588723 0.013988269485519012 0.13980094800172072 1.0059564894874946 0.51567072717013218 0.096527804009383544 0.015228632553018429 0.037978764228824957 0.011046198662370443 0.068752781453376377 0.96011972252745181 0.026309682056307793 0.0089608335260891181 0.027491037164438126 0.0090591758489608765 0.97567203896687704 0.0040102241586055243 0.003859051596334595 0.65386227927229512 1.7920872513204815 1.6547422171770447 1.7924555444624197 1.0603261890355491 1.8946415885511667 39.184690450036697 1.0872872520994858 1.5517304313834754
leaf_count=235 30 17 23 28 63 20 96 34 33 13 91 5 42 16 1 21 75 1 19 2 75 21 16 42 24 24 35 2879 24 29
internal_value=1.91431e-06 -0.00123599 0.000237025 0.000145321 -0.000687761 0.00322399 -0.00240855 -0.0169433 -0.0695087 -0.028722 -0.0578365 0.00959403 0.000838948 0.0056101 0.043401 -0.00110873 -0.0513789 0.000969783 -0.00183013 0.0545779 0.00194062 3.78418e-05 -0.00188296 -0.0072461 0.000352317 6.56401e-05 0.00369317 -0.000257958 -0.00601955 0.00474731
internal_weight=59.8158 6.21003 5.63302 53.6057 5.44374 1.66311 3.78063 0.69044 0.17477 0.0782419 0.0630132 0.0250345 3.09019 1.10856 0.148443 0.07969 0.0533803 0.0258893 1.98163 0.0169285 0.00786928 53.1509 7.47766 4.13384 45.6733 45.0194 3.6871 41.3323 2.14761 3.34382
internal_count=4034 882 865 3152 842 255 587 239 205 172 159 68 348 233 217 175 174 99 115 78 77 3122 115 70 3007 2986 59 2927 48 45
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 2 2 1 0 2 2 0 0 1 1 1 0 0 0 0 2 2 2 1 0 1 1 2 1 0
split_gain=0.00134749 0.00487788 0.0408991 0.0145464 0.00460155 0.00298718 0.0259265 0.0136146 0.0127041 0.0139656 0.0210218 0.00429188 0.00892461 0.00213226 0.00871219 0.0136649 0.00996343 0.00442992 0.0307587 0.018104 0.0115466 0.0368495 0.0398873 0.0176805 0.010044 0.00617827 0.00454438 0.00924705 0.00545377 0.0197098
threshold=0.31100865245000009 0.34311846950000008 48.86568841230001 0.46739618575000003 49.420225120050006 48.457543166250012 48.226196960950006 0.33750486510000005 0.44284602260000011 42.066503896600004 39.458743938000005 0.43260680815000008 0.42569084760000003 0.34467530910000005 0.34485494450000004 0.34488488370000009 0.47943175355000006 0.47769527860000011 0.47736594710000008 0.4778150355000001 41.872294782850005 42.686561923500008 42.719328117250008 0.35807311160000005 0.47700667645000011 0.34512439750000007 0.34527409360000011 41.50623664750001 0.34575312120000007 0.4815274992000001
decision_type=2 2 2 2 2 2 2 2 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 5 -1 6 7 8 9 10 11 12 -2 -3 16 -16 -15 18 20 -19 24 -22 -23 -24 -17 -21 27 -27 29 -28
right_child=1 13 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 15 17 -18 19 -20 25 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.0072025640680723636 -0.10021924156386149 0.0022901864243498574 -0.049815579986234183 -0.034361481812109469 -0.0026591598843487404 0.0023249830711309016 0.10050242224036297 0.058880063752562543 -0.082525812439839863 -0.10031310644749128 0.070270930873389384 -0.10063815933442671 0.096778961903416061 -0.015667375637755422 0.020974398589481563 -0.0070419717287787068 -0.00070190912554400511 0.010413661741901408 -0.038151810289035963 -0.0055503126945315919 -0.10126544724671982 0.10064774452149737 -0.10046931610183028 0.044456958429546028 0.010649060288072082 0.010446176408957815 0.0011218068655141735 -0.0006873960149856328 0.00037056999196268588 -0.0087816272199593721
leaf_weight=1.0184205859245086 0.0049237999520588271 3.9762306348668224 0.18416274483024597 0.10616321797019157 0.88371622562408436 0.90469137346372008 0.03008350171148777 0.026933911172818625 0.025137772952405157 0.011243052218560479 0.03393677516214666 0.01101258345943279 0.0043149790071765892 0.75764511589170425 0.31266781406793498 0.55713058495262735 1.0775950727984307 1.6686805996578176 0.24044306503492396 2.0529082069269853 0.044309541962377241 0.030629377346485853 0.025509782315765506 0.012563588587592101 0.75694400502834469 1.2395051826024421 5.5893341749197116 1.8736289532571389 33.174885936160997 3.1377767524681985
leaf_count=190 99 65 19 37 6 6 2 23 46 29 15 5 2 36 29 125 24 15 22 34 44 3 77 79 16 18 103 31 2766 68
internal_value=1.99488e-06 -8.40846e-05 -0.00604131 0.000917685 0.00262089 0.00447696 0.0176684 -0.00353904 -0.0221016 0.00111257 0.0221566 -0.0584724 -0.00821108 5.74054e-05 -0.000111533 0.000133396 -0.00688013 4.11452e-06 -0.00506411 0.000177524 0.00051068 -0.0301618 0.0156961 -0.052646 0.00314856 -0.000185373 5.92945e-05 0.00374547 -0.000214572 -0.00243891
internal_weight=59.7731 57.871 1.3426 1.15844 1.90214 1.05228 0.147586 0.117503 0.090569 0.0654312 0.0541881 0.0202514 0.00923878 56.5284 52.5522 50.7169 1.83524 50.4042 1.66753 48.7367 1.42709 0.113012 0.0687027 0.0380734 1.31407 47.068 45.0151 3.11313 41.902 8.72711
internal_count=4034 3838 283 264 196 227 221 219 196 150 121 106 101 3555 3490 3430 60 3401 366 3035 344 203 159 156 141 3020 2986 49 2937 171
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 2 1 1 2 0 1 1 0 2 2 2 1 2 1 2 0 2 0 2 1 0 0 1 1
split_gain=0.00128554 0.0137206 0.0154158 0.00741566 0.0284224 0.00714339 0.0132072 0.0181272 0.0107375 0.00739431 0.00571937 0.0261316 0.00453433 0.0284983 0.0876161 0.0268726 0.0104142 0.0224006 0.0648471 0.0371381 0.02369 0.058975 0.00666455 0.0369551 0.00561905 0.00533278 0.00429881 0.0100082 0.00366009 0.0391449
threshold=42.434124620650003 42.488347682450005 0.34575312120000007 42.310579034350006 0.49649711085000009 42.066503896600004 41.919251152600005 0.34623214870000002 0.34608245260000009 41.898943182100005 0.39606598605000004 0.31060447290000009 0.42114008565000011 0.56643513670000012 43.077238082650005 43.487767439550005 42.779078631750004 0.34566330350000002 42.622319549950006 0.34569324270000007 42.719328117250008 0.50465554925000011 43.018222997350009 0.48119816770000007 43.111435027700004 0.43639411995000005 0.39498817400000003 0.37331217625000007 0.34551360740000009 0.34560342505000002
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -7 28 11 26 16 14 -14 -16 17 -12 -19 -20 21 -21 23 -18 -24 -17 27 -3 -1 -30
right_child=1 10 -4 4 -6 8 7 -9 -10 -11 12 -13 13 -15 15 25 22 18 19 20 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011877675801863219 0.048474668763804796 0.025581926177691779 -0.00067527253806916397 -0.022790498985197777 0.0030222410152068477 0.015472242608697659 -0.020015406983102991 0.0014892159566840186 -0.0016403575765080983 0.010872517262618927 -0.0081504746543127025 -0.10185438884570096 -0.10252436772286269 -2.9847039325487979e-05 0.091602191744734524 -0.10045265111026187 0.0060492217002502367 0.0021925801853036357 0.10339948903017225 0.09827787577642827 -0.0079733847158860102 -0.014859703219068099 0.015759332382421287 -0.038316630102570623 0.00023816609990667825 0.009787861249683406 0.04124085597548216 -0.10019824221850947 -0.023256881404652915 -9.7800101688988886e-05
leaf_weight=15.180564309977095 0.12730692551122302 0.020635789660446657 0.12795352608478083 0.67487831392371944 1.1593943554317148 0.72991013611410582 0.78159657136777017 0.78635287109764818 0.73678470520268036 0.62965195948791475 0.64264933404956304 0.029429919883114053 0.09906467938996022 1.5474944990931723 0.043719376499211648 0.010341586434341687 0.56799088321198787 1.1522211547855929 0.096151702105998882 0.11331792450982903 0.099138394768601756 0.077642258976993617 0.24056919828426249 0.280451599540811 7.6623491511996589 0.007622240157601822 0.028754771570675075 0.0091226534726729369 0.75151370093226688 25.316045463961803
leaf_count=546 13 11 29 29 34 37 35 65 62 15 38 6 28 411 6 72 36 23 1 62 12 7 39 41 599 31 13 81 25 1627
internal_value=1.87154e-06 0.000882144 0.0238374 -0.000242625 -0.00647496 1.19107e-05 -0.00021981 -0.00923048 0.00687584 0.000117559 0.000421799 -0.0249919 0.000598605 -0.00419272 -0.044268 0.0492931 0.00134727 0.00752958 0.0140794 0.0495391 0.0316873 0.0522774 -0.000193563 -0.00861586 0.000710639 -0.0536764 0.013667 -0.0129768 -4.66153e-05 -0.000765464
internal_weight=59.7306 12.9839 0.25526 46.7467 1.83427 44.9124 43.4457 1.56795 1.46669 41.8778 12.7287 0.0879431 12.6407 1.70824 0.160748 0.0616832 10.9325 2.18112 1.53847 0.38625 0.290099 0.19096 8.75136 0.848442 7.90292 0.0179638 0.0585132 0.0297584 41.2481 26.0676
internal_count=4034 1559 42 2475 63 2412 2313 100 99 2213 1517 111 1406 548 137 109 858 143 105 82 81 69 715 77 638 103 105 92 2198 1652
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 0 2 2 1 0 2 2 0 1 1 2 1 2 0 1 0 2 1 2 1 2 2 1 2 0
split_gain=0.00151648 0.0119948 0.0105888 0.00876881 0.00744916 0.0180434 0.021473 0.0119462 0.00714312 0.012083 0.00799642 0.0619318 0.0141088 0.0198987 0.0229768 0.0278143 0.0245604 0.0131693 0.0168478 0.0403341 0.00602161 0.00559734 0.0053495 0.00494818 0.0125663 0.0052091 0.0179166 0.00489795 0.0175315 0.0200957
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.47943175355000006 40.377444152000002 0.47700667645000011 38.969453495950006 40.750688432250008 0.3453339720000001 0.4778150355000001 41.385032804600009 41.571132012400007 0.39718870690000002 0.34509445825000007 0.34467530910000005 48.96897326980001 0.32058920395000007 41.898943182100005 0.47464147780000004 0.34219035360000005 0.39672464895000009 48.86568841230001 0.3453938505000001 41.481306584950012 0.34545372890000009 41.942745071500006 42.686561923500008 0.3453339720000001 40.583589072600013 0.4815274992000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -1 -6 9 10 -9 -12 20 14 15 16 -14 -18 19 -19 21 -13 -10 -24 -25 -26 -27 28 -5 -30
right_child=2 -3 3 27 7 -7 -8 8 22 -11 11 12 13 -15 -16 -17 17 18 -20 -21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.0011697282922425837 0.012196701342354108 -0.013358250939476521 -0.019206932909879914 0.010430279495896453 0.010672236766877377 -0.013458282435425262 0.03932695093587938 -0.0074219359114643703 0.013293878388989233 -0.015350737033844453 0.041829085292375445 0.0032998004753690517 0.083157834957883314 -0.004067599882150854 -0.10132754847653246 -0.10148826899221824 0.029960256629905743 -0.10052217261927698 -0.10171179996434605 0.088550587974370099 0.0076938245773173486 -0.0073640210288070246 -0.005401547561303198 0.048360110712270747 0.0061205423869203166 -0.10170726610024923 0.010311746854852748 -0.00027633650795049906 -0.0083489484716156772 0.0043091106513428023
leaf_weight=1.518297995843269 0.73196287828613904 0.73621684770932994 0.23466846365772553 2.0359459479805002 1.1672923064193117 1.2847242758143691 0.14329124072366983 1.2277003065951735 0.57467322990487435 0.59713291007756186 0.35278485448628805 0.99674422439998023 0.027115842731006867 0.57676654852764386 0.047127236533015093 0.035420135798631236 0.032740724476752803 0.022702159662259191 0.031657813051651829 0.02243043843191117 0.9598105615004896 0.97242106591875199 0.55321244105039091 0.067305589560419321 0.5333962852453169 0.020389346035443623 0.047637569399761936 38.791686116541698 2.0168888347689062 3.3167039748514071
leaf_count=235 15 31 27 28 77 22 32 38 15 15 14 130 42 48 37 9 9 43 7 3 7 19 11 6 16 23 141 2845 32 57
internal_value=2.7634e-06 -0.000974136 0.000262888 7.46145e-05 -0.000202312 -0.00455857 0.0023226 0.00124527 -0.000183982 -0.00186445 -0.000346546 0.00178368 -0.00200898 -0.0138148 -0.0394628 -0.0225187 -0.00204907 -0.0231431 -0.0457846 -0.00655495 0.00119931 -0.00196625 0.00533698 0.00159489 0.00738276 0.00279696 -0.0232631 0.000172636 0.00253593 -0.000477512
internal_weight=59.6768 12.549 47.1279 46.3959 11.8128 2.94631 1.66159 8.86646 7.69917 5.90255 5.30542 4.07772 3.72494 0.795961 0.219194 0.172067 0.136647 0.109531 0.0767904 0.0451326 2.92898 1.96917 1.79661 1.22194 0.668729 0.601423 0.0680269 46.1612 7.36954 5.33359
internal_count=4034 1030 3004 2989 999 289 267 710 633 421 406 368 354 198 150 113 104 62 53 46 156 149 212 197 186 180 164 2962 117 89
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 0 2 2 0 2 2 0 2 0 1 0 0 1 0 0 2 2 1 1 1 1 1 1 1
split_gain=0.00153398 0.0114361 0.0308401 0.0144984 0.0472686 0.0123388 0.0293034 0.0269849 0.0234108 0.0062661 0.0160448 0.0377273 0.0547666 0.0329298 0.0394086 0.0130725 0.0119568 0.0104686 0.00933138 0.0227094 0.0318942 0.00714946 0.0253281 0.0199148 0.0222785 0.0114258 0.00533639 0.0150472 0.0228856 0.00850765
threshold=0.34515433670000012 0.4815274992000001 0.47976108500000009 0.47943175355000006 0.47817430615000006 0.34479506600000004 0.47736594710000008 41.319407281650008 41.436838994450007 0.48119816770000007 42.141702038450013 41.535369675400013 0.47916230050000003 42.753078181500008 0.47754558250000007 0.34575312120000007 0.48200652675000005 0.48271009850000007 0.34566330350000002 0.48351845755000006 0.48797940185000005 41.218101594450012 40.413896136950008 0.34521421515000011 0.3453938505000001 0.34560342505000002 0.3459626957000001 0.34641178410000012 0.34656148020000005 0.34739977845000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -9 10 11 21 -13 14 -12 18 -17 -18 19 -11 -21 22 23 -2 -25 -26 -19 -28 -29 -30
right_child=9 -3 -4 -5 -6 7 -8 8 -10 15 13 12 -14 -15 -16 16 17 26 -20 20 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.0011789252941895511 0.014655373942435651 0.0041123004559719721 -0.021207227691877387 0.0093268411922240013 -0.039117291637986412 -0.025104785358595096 0.021102076970148737 0.013465453211710164 -0.012818699727003603 -0.0092487122057417128 -0.00067502918150814028 0.0068518184593189015 0.056367979500188153 -0.0017953958014994169 -0.10176700436734627 -0.018677419763182556 0.012823869604023964 0.0045109620866507138 -0.012261340353951143 0.022002756793214152 -0.0091705555022157381 -0.0020151278788197342 0.01522112969961115 -0.022512173184693261 0.010941478902079353 -0.0083068239131724939 -0.0090129338094998516 0.018751491178138954 -0.0098906270271500469 0.00036450973999539276
leaf_weight=4.8147561383995248 0.57214176608248712 3.3285712830256662 0.82235077500809062 1.1858600599807685 0.33801465131546127 0.61210298288112852 0.67274245945736755 0.67101594805717446 0.68458503029432904 1.953037816099829 0.078881626192539911 0.71904857461612415 0.32402536494191736 1.6547999306379524 0.075442262842216223 0.32541945870568767 0.68429589131725421 2.7709689913317623 1.3562287671957163 0.71649229386821367 0.60562575701624155 2.8438081043376542 1.4155654920367622 0.60047905698263382 0.59525577665772278 0.6399284680276186 1.7709171113092477 0.67016787291504698 0.83567895181477325 25.301268224639283
leaf_count=525 6 46 16 15 22 84 9 7 36 25 28 39 28 203 42 8 56 21 25 27 19 18 32 16 6 60 14 15 19 2567
internal_value=2.47631e-06 -0.000952036 -0.00267189 -0.000974324 -0.00254181 -0.000883496 0.00155262 -0.00767731 0.000191829 0.000271943 0.00256 0.00454867 0.0222338 -0.00591546 -0.0500945 -0.000316887 0.000394321 0.000588067 -0.00528598 -0.00239751 0.00772312 0.00178185 0.00460603 -0.00163466 -0.00671195 0.000969253 0.00032098 -8.52873e-05 0.000504486 3.66213e-05
internal_weight=59.6395 13.13 9.80143 8.97908 7.79322 7.4552 5.4875 1.9677 1.3556 46.5095 9.51938 7.71025 1.04307 1.80912 0.154324 36.9901 32.3587 32.0333 4.63138 3.27516 1.32212 6.66718 3.82337 2.40781 1.83566 1.23518 31.349 28.578 26.8071 26.1369
internal_count=4034 760 714 698 683 661 534 127 43 3274 478 205 67 273 70 2796 2700 2692 96 71 46 138 120 88 82 66 2636 2615 2601 2586
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 2 0 1 2 1 0 2 2 2 1 0 0 2 2 1 1 1 1 0 0 2 0 0 2
split_gain=0.00152568 0.0112862 0.0125115 0.00688367 0.0254952 0.00651897 0.011971 0.0174432 0.00941662 0.00739747 0.00376481 0.0257257 0.0789568 0.0238415 0.011356 0.0146455 0.0548715 0.0538748 0.010939 0.0122206 0.00515883 0.00630594 0.00500931 0.00455723 0.0044785 0.00877664 0.017123 0.0323698 0.030688 0.015325
threshold=42.434124620650003 42.488347682450005 0.34575312120000007 42.310579034350006 0.49649711085000009 42.066503896600004 41.919251152600005 0.49485045360000007 0.34608245260000009 41.898943182100005 0.42114008565000011 0.56643513670000012 43.077238082650005 43.487767439550005 42.899217095850013 0.34566330350000002 0.48637765340000011 0.48351845755000006 43.018222997350009 43.077238082650005 0.34569324270000007 0.34656148020000005 0.43639411995000005 0.34829795515000012 0.48386275860000011 0.39718870690000002 43.272784938550004 0.48028502140000007 0.47997065955000012 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -7 -1 14 12 -12 -14 15 -3 17 20 -16 -20 -17 -22 -15 -18 25 -21 -27 28 29 -28
right_child=1 10 -4 4 -6 8 7 -9 -10 -11 11 -13 13 22 18 16 23 -19 19 24 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-8.1161208733202656e-05 0.045240859211683665 -0.0041175039487829175 0.00022683419822424071 -0.021781244347147958 0.0027169375388985352 0.014697396456007816 -9.0271307790441385e-05 -0.021579547786500453 -0.0013847861703012105 0.010852523884106045 -0.1022830347363263 -3.5679963149031703e-05 0.08986752477912302 -0.10040951994260888 -0.013721783087393004 0.10298164976436325 0.01077149881787315 -0.0064165169009903454 0.024697926250166691 0.0011990962817553215 0.08607126233154927 0.028271948657057851 0.0088088205217087979 -0.00080595180113138666 0.0027680632441586875 -0.0038469222177443169 -0.011290962131885837 -0.10137771218579501 0.10070649210369637 -0.086617224057636055
leaf_weight=41.185204338719188 0.12025994011491548 0.76948844183524601 0.12690651166468569 0.67124325808438001 1.1570773922041722 0.71982632540235048 0.92953815115669758 0.63630072161114981 0.73671682458108023 0.62823867218759133 0.08984589285316727 1.5474357789338862 0.04028097006266762 0.0093620916459431214 0.58153855954347555 0.088357259406620758 0.6175797500181941 0.098074533045291901 0.20313102059529331 2.9278322428446915 0.064070688853462343 0.026759264467386856 0.0076152298081240124 0.75644251954167885 3.1394489307649422 1.4745848341602847 0.12330855170339994 0.053404327714815736 0.021065657958388329 0.034584099994390272
leaf_count=2198 13 69 29 29 34 37 43 57 62 15 28 411 6 72 42 2 6 3 25 112 65 10 31 38 336 54 186 10 1 10
internal_value=3.60511e-06 0.000965214 0.0221286 -0.000262666 -0.00627724 -1.74031e-05 -0.000238355 -0.00882274 0.00656306 8.31152e-05 0.000552496 -0.00383463 -0.043797 0.0479754 0.00122958 0.00727672 0.0125864 0.0531666 -0.000480776 0.000484476 0.0857782 0.0690431 -0.0514193 0.00439775 -0.000148192 -0.00212357 -0.00782275 -0.0330536 -0.0126644 -0.0277901
internal_weight=59.5855 12.9214 0.247166 46.6641 1.82832 44.8358 43.3793 1.56584 1.45654 41.8134 12.6742 1.69454 0.147104 0.0572583 10.9797 2.42077 1.65128 0.277262 8.5589 7.97736 0.179187 0.09083 0.0169773 1.37402 7.77423 4.63478 1.70695 0.232363 0.178958 0.157893
internal_count=4034 1559 42 2475 63 2412 2313 100 99 2213 1517 548 137 109 969 193 124 80 776 734 77 75 103 44 709 373 261 207 197 196
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 0 0 1 1 0 2 2 0 0 2 1 2 1 1 1 1 2 0 1 0 1 2 1 0
split_gain=0.00124392 0.0133244 0.00533676 0.0134153 0.00621626 0.0115848 0.0266429 0.0207867 0.0260706 0.0218083 0.0206193 0.00871617 0.00531166 0.0105875 0.0352905 0.00984112 0.01874 0.00593362 0.00526298 0.00850856 0.0115975 0.0198604 0.0223355 0.0606548 0.0142695 0.0456257 0.0317035 0.0119015 0.0364796 0.201824
threshold=42.456897412850005 42.488347682450005 42.310579034350006 0.49649711085000009 0.34311846950000008 37.999598532650005 0.46989611090000011 0.46898296455000005 0.32388251845000005 0.32058920395000007 0.46989611090000011 35.171584490050009 42.066503896600004 0.48306936920000004 0.54228915300000013 41.919251152600005 0.34623214870000002 41.898943182100005 0.34467530910000005 0.34485494450000004 0.34494476210000008 0.34515433670000012 40.633548727200008 0.47721625100000004 0.34545372890000009 0.47865333370000007 0.34521421515000011 41.257403903850005 0.34623214870000002 0.49336846205000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 10 7 8 9 -7 11 -1 15 -14 -15 17 -17 18 -6 -20 -21 22 -22 -24 25 -23 -27 -26 -29 -30
right_child=1 -3 3 -5 12 6 -8 -9 -10 -11 -12 -13 13 14 -16 16 -18 -19 19 20 21 24 23 -25 27 26 -28 28 29 -31
leaf_value=0.042098522075086423 0.028442416825007606 0.00049949435245452679 -0.01611890241600027 0.0011700271060744551 0.0037731953872300766 -0.10031650699773348 -0.10141478752725037 0.099471255773632805 -0.10081332728547321 0.063843958444738294 0.10066443280633919 -0.045684524022540765 -0.0042187856675756146 0.041101910610144968 -0.0016269110545347185 -0.01887329084258197 0.0029594324316229493 0.0098337945785170727 -0.0070324914094070691 0.0092349695402791209 -0.00041408108023841613 -0.0010582749423316343 -0.0041485310177396886 -0.060768679359931133 0.00043024561120987313 0.0063258480837644106 0.03782670027733627 -0.00042588521573849953 -0.11097877469368556 -0.0017326637353295719
leaf_weight=0.016404865703713467 0.17298442694289207 12.637200551935637 0.72546685091804519 1.1769076903205045 3.4075051435672057 0.010832880033936232 0.041589344941542095 0.015841158262446697 0.028733818198503513 0.031990580624551512 0.020057399739016546 0.036428101784046873 0.59543125086417947 0.29549633781607554 0.55885844749080604 0.78230465656088088 0.79032405057728283 0.62421106177654806 1.8037325657722565 1.3118966690162768 1.0594740158648921 3.0552052209228 0.6003643909328672 0.27626349808997475 22.700743872380404 0.66629753843881168 0.61382799292914569 4.2814164172596074 0.20327068207217225 1.0061498528578794
leaf_count=77 28 1517 36 41 51 68 10 12 32 13 4 49 22 23 38 22 65 14 42 32 13 38 57 17 1428 10 36 65 14 160
internal_value=3.81718e-06 0.000876826 -0.000235466 -0.00542307 -1.53517e-05 -0.0175235 -0.0355313 -0.00417998 -0.027126 0.0223169 0.0143433 -0.0184275 6.38393e-05 0.00601762 0.0131517 -0.000136047 -0.00790126 0.000157432 1.00634e-05 -0.000331165 6.70888e-06 -0.000344581 -0.0101841 -0.021992 0.000241099 0.00558221 0.0214307 -0.000580264 -0.00475801 -0.020094
internal_weight=59.5472 12.8102 46.737 1.90237 44.8347 0.201878 0.128988 0.0873984 0.0715573 0.0428235 0.0728904 0.052833 44.6328 1.44979 0.854355 43.183 1.57263 41.6104 40.9861 37.5786 35.7749 34.463 1.9361 0.876628 32.5269 4.33533 1.28013 28.1916 5.49084 1.20942
internal_count=4034 1545 2489 77 2412 265 135 125 113 81 130 126 2147 83 61 2064 87 1977 1963 1912 1870 1838 87 74 1751 84 46 1667 239 174
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 2 2 0 1 2 2 2 2 0 2 2 2 2 2 1 1 0 0 2 2 0 2 2 2
split_gain=0.00134816 0.0072163 0.0106383 0.00816813 0.0378505 0.00681884 0.0408519 0.033928 0.04091 0.0252147 0.0130532 0.0211187 0.0124985 0.00938962 0.0108374 0.00835816 0.00630342 0.026755 0.0305459 0.0199825 0.0159049 0.0132714 0.0145115 0.0130141 0.038439 0.0194246 0.00574309 0.042836 0.0355259 0.060032
threshold=0.34575312120000007 0.34566330350000002 0.48597347385000006 0.34560342505000002 0.34551360740000009 40.137820134150012 39.664548207900005 40.206947806850003 0.48351845755000006 0.34494476210000008 40.563919884450009 40.720231579350006 40.984321400500008 39.051326806600009 0.46898296455000005 41.035283712600005 41.872294782850005 42.824128352900011 43.047778594550003 41.535369675400013 0.34515433670000012 0.34521421515000011 0.47808448850000007 0.47943175355000006 42.434124620650003 42.522337019050006 0.48098859315000003 40.280372415600006 41.685324604100011 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -7 10 13 -9 -12 -13 14 -1 -14 19 23 -19 21 -21 22 -17 24 -18 -26 27 -2 -29 -30
right_child=26 -3 -4 -5 -6 7 -8 8 -10 -11 11 12 15 -15 -16 16 17 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0032154194624446327 -0.051325711036061643 -0.0063893691384500784 0.010634450128696406 0.0080230465817860454 -0.022983583539607434 0.022885619027918209 -0.01970133203029167 0.0076920915581678564 -0.022624949712144724 0.032176426718008841 -0.018065590080224753 0.010032918658319449 -0.01312865429091911 -0.0098767587163580556 0.013396100976047633 0.0016677140863813292 -0.10199108275065592 0.021528715667787031 -0.0015228224554135143 0.0021471172216466832 0.02279441813794084 0.0042844719093585075 -0.017238880227577753 -0.010123590716523294 0.029172894101066018 -0.043512618478095191 0.00029862752134266878 0.097803897889156527 -0.10624072143591903 0.041498919743069997
leaf_weight=0.91954878757312719 0.075707461837997037 1.9479491124681647 0.89526251266943191 1.0797578609687537 0.74893772915751 0.66337604681030171 1.1482973562142431 2.4120192440714225 0.77425741171464224 0.26515288610090015 0.63669388964382179 1.2652162589963811 0.49565181694924731 0.71823452328681003 0.6855318398847885 0.79793821861042535 0.063692730180838875 0.65798938123048589 4.5493827903752262 0.74389157077746382 0.74845347553491592 1.9513634698332678 0.826408245426137 1.1849757829986627 0.069954909497567996 0.077498752835207796 32.844139415002019 0.065339043837241206 0.034702468718421642 0.13258105436997392
leaf_count=177 52 48 44 11 33 7 24 31 13 24 67 21 4 19 23 35 65 35 249 32 12 16 16 24 16 35 2706 32 9 154
internal_value=1.89195e-06 -0.000532352 -6.43694e-05 -0.000472228 -0.000881649 -0.000117272 -0.00400304 0.000693063 -0.00016012 0.00296104 0.000895242 -0.000270015 0.000573491 -0.000373221 0.00387938 -0.000410155 0.000129957 -0.00190595 0.00138991 0.00278267 0.0125023 -0.00127389 -0.00795127 -0.0141991 -0.0370713 -0.00902919 0.000426152 0.0140104 0.0352742 0.0108508
internal_weight=59.4799 26.3274 24.3795 23.4842 22.4045 21.6555 3.73677 17.9188 17.2554 2.58847 16.4811 14.0691 13.4324 2.32332 1.60508 12.1672 11.6715 6.60349 5.20737 5.06805 1.49235 3.57571 1.62435 1.39612 0.211146 0.147454 33.1525 0.30833 0.232623 0.167284
internal_count=4034 1081 1033 989 978 945 267 678 671 243 658 627 560 219 200 539 535 424 284 111 44 67 51 140 116 51 2953 247 195 163
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 0 2 1 0 2 0 0 2 2 1 2 1 1 1 2 2 2 0 1 2 1 1 1 1
split_gain=0.0015277 0.0061113 0.0221987 0.0468335 0.0217693 0.00610891 0.021254 0.0167066 0.0139096 0.0194095 0.0108169 0.0157032 0.0680664 0.0465558 0.020196 0.0177069 0.00734946 0.00593434 0.0238422 0.00965692 0.00646917 0.047926 0.0465515 0.0547995 0.088704 0.0515027 0.0260565 0.0165144 0.0543618 0.0271754
threshold=0.47865333370000007 0.47976108500000009 0.3447052483500001 0.3453938505000001 40.040005255000004 0.34479506600000004 0.47736594710000008 41.243661560350013 0.34515433670000012 0.47817430615000006 41.32819714970001 0.47709649410000005 0.47700667645000011 42.686561923500008 42.719328117250008 0.34536391125000004 44.756878345700009 0.34467530910000005 0.34479506600000004 0.34488488370000009 41.872294782850005 41.481306584950012 41.741384785950011 0.48637765340000011 0.34587287805000005 41.535369675400013 0.37078231190000005 0.34512439750000007 0.3453339720000001 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1 8 -7 -10 -9 12 13 -12 -15 -13 -16 -3 -19 -20 21 27 23 -23 -25 -26 -27 -21 -29 -30
right_child=1 17 3 4 -6 7 -8 10 9 -11 11 15 -14 14 16 -17 -18 18 19 20 -22 22 -24 24 25 26 -28 28 29 -31
leaf_value=-0.0011354598049859276 -0.0076465166323781454 0.0071161061752698434 0.025571038688570469 0.011724838837707046 -0.015050594217329242 -0.023356057887583652 0.016430191564291437 0.0068625631533356466 0.0061721621245875444 -0.018873408831776708 -0.10320736707083139 -0.010292172065030974 0.074698184700289702 0.10077805894674491 -0.10042246551404643 0.008793741224875716 0.023307598504456788 -0.024023398230213426 0.011660571435901454 -0.012329354506490964 0.0014638206443484245 -0.077719743502817004 -0.0065619899173391533 0.10061673156039737 -0.11172713065797296 0.10032634661468019 -0.0325414426141587 0.027730123823435732 -0.03139130518586266 -8.4253191149312871e-05
leaf_weight=4.792797456716249 1.0478697645376081 1.1248792917467572 1.0402253567008304 0.54307610634714343 0.68874238973512547 0.61759878640023891 0.80444807249659778 1.5709642926327658 0.69261801547409707 0.5592781996820122 0.052141002557619109 1.9739529497792321 0.11459467455279082 0.023166390135884285 0.0095016648743531107 0.64489780312942446 0.0097032714184024371 0.41746659018099208 0.69757265225052734 1.0710748275741995 14.984661789326802 0.24527871236205212 0.88289059810819248 0.055173395201563835 0.067252270376919832 0.022398418979719281 0.043278371145488492 0.70464718481526034 0.28055254713399591 23.645083530848517
leaf_count=525 9 15 33 3 44 86 15 8 71 8 47 39 16 1 82 61 56 17 7 10 1285 7 40 3 10 3 54 19 11 1449
internal_value=3.01647e-06 0.000256261 0.00439427 0.00994749 -0.00324602 -0.00101208 0.00138911 -0.00315618 -0.0110753 -0.00501682 0.000209361 -0.00348657 0.0228846 -0.0399386 0.0379182 -0.00559222 -0.037908 -5.42533e-05 -0.000241319 -8.80758e-06 -0.000202612 -0.00112686 -0.0197378 -0.0465796 -0.00597401 -0.0502154 0.0127718 -0.000173718 0.000354883 -0.00045136
internal_weight=59.4278 47.5621 3.31991 2.27204 1.23182 11.8657 5.59725 6.26842 1.8695 1.2519 4.39892 2.82796 0.209107 0.0945123 0.0423713 2.61885 0.0192049 44.2422 43.1173 42.6999 42.0023 27.0176 1.31627 0.433381 0.188102 0.132929 0.0656768 25.7014 24.6303 23.9256
internal_count=4034 3019 89 80 47 1015 540 475 165 79 310 302 202 186 139 100 138 2930 2915 2898 2891 1606 117 77 70 67 57 1489 1479 1460
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 2 2 1 0 2 2 0 0 1 1 0 1 2 0 0 0 2 2 2 1 1 0 0 0 1
split_gain=0.00141434 0.00444589 0.00352504 0.0325316 0.0124601 0.00291595 0.0232292 0.0117383 0.0099666 0.0112994 0.0172825 0.0041806 0.00823273 0.00177166 0.00879451 0.0147173 0.0114389 0.00320745 0.00313991 0.0273328 0.0159785 0.0100228 0.0301233 0.033559 0.0147739 0.0140828 0.00687672 0.00494028 0.0122049 0.028331
threshold=0.31100865245000009 49.420225120050006 0.34311846950000008 48.86568841230001 0.46739618575000003 48.457543166250012 48.226196960950006 0.33750486510000005 0.44284602260000011 42.066503896600004 39.458743938000005 0.43260680815000008 0.42569084760000003 0.34467530910000005 0.34485494450000004 0.47943175355000006 0.34488488370000009 40.241071441700008 0.47769527860000011 0.47736594710000008 0.4778150355000001 41.872294782850005 42.686561923500008 42.719328117250008 0.35807311160000005 0.34509445825000007 0.47709649410000005 0.47865333370000007 0.47961138885000004 0.34554354660000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 10 11 12 -2 17 15 -15 -16 -4 19 21 -20 25 -23 -24 -25 -18 -27 -22 29 -29
right_child=2 -3 13 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 18 -19 20 -21 27 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0071928359358695076 -0.10020149129141249 -0.0025190522179821106 -0.00059657968158984974 -0.045148335663836553 -0.03352359320053655 0.0021812096309923048 0.1004537489924015 0.056177581378645793 -0.079104626826204741 -0.1002774646940543 0.066651231508153302 -0.10060042508810876 0.096128480428469776 -0.017839577776052069 0.019696662397165693 0.00052584192367635869 0.030637337638051522 0.0051143893749199601 0.0097965643914292647 -0.03672710458125087 -0.0042778877343543692 -0.10108284649686693 0.1005921425539712 -0.10037361397999151 0.036850354050389639 0.0070667694124427879 -0.0084562321405836673 0.02203063052546856 -0.0002931421665143561 -0.0021539722864398645
leaf_weight=1.0169117629987301 0.0044153536124571513 0.8786142412573098 2.1011732245532353 0.17648423867649388 0.095574837687593006 0.90078800125047565 0.027195295318961143 0.025249549480577116 0.022128336288261607 0.0094278174283317639 0.029720060712861596 0.0099365813607619202 0.0041371013649040833 0.73773041262312133 0.29688267607616481 1.0680679716169832 0.16334456564214805 1.8486654905173052 1.6598372304142675 0.22426351709873404 2.7773349065746507 0.036998294296751166 0.025489682797342539 0.021848951879782419 0.012241674780059997 0.56633042013833879 0.57527589006349444 0.8168262964500167 42.03063546808459 1.1901137678214579
leaf_count=190 99 6 32 19 37 6 2 23 46 29 15 5 2 36 29 24 8 33 15 22 59 44 3 77 79 124 9 18 2905 38
internal_value=3.58301e-06 0.00269118 -8.50801e-05 -0.00522289 0.00102058 0.00421666 0.0180848 -0.00324593 -0.0220563 -0.000153982 0.0194263 -0.0564852 -0.00523028 3.43282e-05 -0.000120177 -0.00697706 0.000125513 0.00207636 9.53929e-06 -0.00431323 0.000154521 0.00087342 -0.0302114 0.0137984 -0.0510976 0.00317399 -0.000755549 -0.000187341 7.06391e-05 0.00768918
internal_weight=59.3536 1.89553 57.4581 1.30506 1.12857 1.033 0.13221 0.105015 0.0797653 0.0576369 0.0482091 0.018489 0.00855245 56.1531 52.2032 1.8058 50.3974 3.94984 50.1005 1.62579 48.4747 1.40153 0.0965786 0.0595803 0.0340906 1.30495 1.14161 46.8149 44.0376 2.00694
internal_count=4034 196 3838 283 264 227 221 219 196 150 121 106 101 3555 3490 60 3430 65 3401 366 3035 344 203 159 156 141 133 3020 2961 56
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 0 1 2 2 0 2 0 0 2 2 0 1 0 0 0 0 1 1 2 2 2 1 1 1 1
split_gain=0.00135315 0.00737088 0.0202951 0.0157713 0.0162426 0.0233167 0.0251203 0.0140814 0.00896448 0.0086204 0.0191635 0.00905908 0.00579095 0.0374043 0.0341066 0.0525933 0.0290297 0.0260618 0.00993059 0.0102707 0.00719229 0.00521029 0.00518315 0.00848339 0.0049196 0.0399639 0.0810264 0.0287724 0.0131475 0.046829
threshold=0.34575312120000007 40.563919884450009 40.377444152000002 40.720231579350006 0.34554354660000003 0.47883296910000012 0.34569324270000007 40.984321400500008 41.035283712600005 0.47865333370000007 39.420767558750008 0.46898296455000005 0.48098859315000003 40.280372415600006 41.685324604100011 0.48068920095000006 0.35275889945000011 0.47916230050000003 0.48200652675000005 0.48271009850000007 0.47883296910000012 0.3453339720000001 0.36042334060000009 42.865207177650007 42.824128352900011 42.283941020600004 0.3453339720000001 0.34515433670000012 0.3453938505000001 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 -6 -7 -5 -9 10 11 -1 13 16 -15 17 -2 20 -14 -20 22 -11 23 -16 25 28 27 -27 29 -10
right_child=12 3 -4 4 5 6 -8 8 24 21 -12 -13 18 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0039715781584151828 -0.10680158352859022 -0.017188638486056902 0.011471740409286585 0.0099673152233639185 0.0068923560200624791 -0.034154904780655526 -0.0046633171049104147 -0.014329643190396422 -0.0013532030945315762 0.005849911551755395 -0.013555421732020529 0.010963306453726921 -0.010351186113594089 0.09729315983225334 0.028887948231857752 0.075962412646243399 0.018323319570536206 -0.10481168582886163 0.012767905149382168 0.00032282359618161181 0.10011366614387746 -0.0010657210441456196 0.049923429250159107 -0.06968931347316451 0.0016195685410900877 -0.028140141131431897 -0.003659775735919444 -0.10200622367205037 -0.012859995155962431 0.026925358257609541
leaf_weight=0.93134513909728356 0.038852865571407269 0.63752851187843163 1.7421258139656854 1.2709079641080929 0.53238358129265861 0.54004247319789989 0.6208697029214818 0.48938676528632541 5.055546679172469 2.1244096838636324 1.3394363953120771 0.72022084427590016 0.85220304399383451 0.062788387921301592 0.015106906891901417 0.06916038878262043 0.035468928597068794 0.036716983307087503 0.6774999554465343 31.286873992929863 0.0068587716668844214 2.2361571686342359 0.01118027725749382 0.020681553984069012 5.8176631468606574 0.084493619439442891 0.58840443793815211 0.14029029991093012 0.67242148605873797 0.6623177445726468
leaf_count=188 10 69 20 24 21 32 11 4 172 34 36 24 14 32 25 2 42 7 56 2636 2 20 38 89 294 44 22 26 32 8
internal_value=3.4446e-06 -0.000533434 0.00176718 -0.00175601 -0.00115881 -0.0104359 -0.0183825 -9.60694e-05 -0.00104271 -0.000532545 -0.00466718 0.00254128 0.000428331 0.0143335 0.0348507 0.0103012 -0.0470877 -0.0398526 0.000302563 0.000586603 0.00445755 0.00230348 -0.00951096 -0.0280782 -0.000543335 -0.00229014 -0.02317 -0.0742408 0.000366904 0.00192239
internal_weight=59.3193 26.206 9.0937 17.1123 16.4747 1.6933 1.16091 14.7814 13.5105 7.35157 2.991 1.65157 33.1134 0.296815 0.222493 0.159705 0.0743218 0.0905445 32.8166 31.9644 0.0538275 4.36057 0.0469687 0.0357885 13.0211 7.20347 0.813188 0.224784 6.39029 5.71786
internal_count=4034 1081 322 759 690 64 43 626 602 302 248 212 2953 247 195 163 52 161 2706 2692 154 54 152 114 598 304 92 70 212 180
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 1 1 2 0 2 1 0 2 2 0 2 1 1 0 1 0 1 0 2 2 0 1 1 0
split_gain=0.00131665 0.0689258 0.0347634 0.0202296 0.00621442 0.0286483 0.0771081 0.0137867 0.0262401 0.0199106 0.0552063 0.0139644 0.0148183 0.038372 0.0427794 0.0189701 0.119677 0.00925842 0.0424947 0.00584031 0.0420941 0.00568032 0.030576 0.0311761 0.0276468 0.0870702 0.0160538 0.0242223 0.0142072 0.0127667
threshold=0.39587138110000003 0.53475943835000017 36.728658719300007 0.39408999735000005 0.52404119640000013 0.52770875125000016 0.38552737940000009 0.39019789825000006 38.748048509250005 0.51675099550000014 39.337369931850013 0.3782970569500001 0.5054040298000001 39.861052345600008 41.385032804600009 0.50278434775000014 39.861052345600008 0.36491422415000008 0.36575252235000005 0.54386096225000014 0.39091643965000006 0.49649711085000009 0.34829795515000012 0.49094338495000006 40.720231579350006 39.792680591700012 0.49053920540000012 0.34641178410000012 0.34623214870000002 0.48537468940000006
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 9 -9 11 -11 12 15 -14 -15 17 -17 21 -19 20 -7 22 23 26 25 29 27 28 -1 -24
right_child=1 -3 -4 -5 5 19 -8 8 -10 10 -12 -13 13 14 -16 16 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.5297249421857049e-05 0.017750037983082001 -0.00013999307757196105 -0.095446675690438895 0.016347267509912614 0.070963736577631428 0.062404206684577829 -0.08853825947037311 -0.0016262844246507906 0.030034552352527756 0.011073758234180546 -0.044260409141923085 0.017147692999341404 0.013727240622239631 -0.068680400960687824 0.0018279838180332618 -0.023828934443188943 0.068768458320122725 -0.043491764896144196 0.018088798223220164 -0.0063349184081310976 -0.020061271428222616 0.0076792922599378107 -0.058316203017570248 0.019087324190506995 -0.028563269402762693 0.090164741715213922 -0.016226284108234287 0.012921656839969568 -0.016345751310957432 0.0010888415129087935
leaf_weight=31.535969829093354 0.035644735004545319 16.621925547675502 0.11357816138763191 0.77121264011715496 0.040988855164981852 0.10132791702380928 0.11632072332153598 0.64023796328888127 0.4428263491229103 0.36077330191619594 0.36043674414759153 0.47952541461654519 0.25749324870412138 0.19265663709666114 0.15550856888773978 0.30568481446243723 0.25686157451127656 0.23651524339220475 0.21295618074250111 0.51715026367156725 0.15906752522005263 0.96896149789972597 0.09186709288089101 0.86972345924004812 0.67178175061962708 0.087937621533811239 0.60527766216546197 1.4339908209612975 0.54664526644046318 0.059677866840502247
leaf_count=1228 18 1600 325 38 8 11 67 17 34 34 35 40 17 29 36 14 33 24 37 22 37 61 44 10 114 9 14 43 13 22
internal_value=2.82488e-06 -0.00074741 -0.0684075 0.000299023 2.27949e-06 -0.00805903 -0.0469781 0.00018711 0.0113187 -0.000116648 -0.0165804 0.000188051 -2.32421e-05 -0.0155414 -0.0371877 0.000224851 0.0184515 -4.98807e-05 -0.0143154 -0.000185087 0.0120286 0.000124017 -7.98879e-05 0.000391053 -0.0181635 0.0110092 -8.54914e-05 0.000205996 -0.000362354 -0.0349227
internal_weight=59.2505 16.7711 0.149223 42.4794 41.7082 0.934855 0.15731 40.7733 1.08306 39.6902 0.72121 38.969 38.4895 0.605658 0.348165 37.8839 0.562546 37.3213 0.449471 0.777546 0.260395 36.8718 35.9029 34.9916 0.911264 0.239483 34.1219 33.5166 32.0826 0.151545
internal_count=4034 1943 343 2091 2053 145 75 1908 51 1857 69 1788 1748 82 65 1666 47 1619 61 70 48 1558 1497 1308 189 75 1298 1284 1241 66
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 2 2 0 1 0 2 2 1 2 1 2 2 2 0 2 2 2 2 1 0 0 0 2 1
split_gain=0.00157109 0.00309951 0.0416646 0.0213325 0.0414272 0.0125899 0.0235556 0.0147783 0.00807236 0.00533957 0.0238922 0.0130517 0.016866 0.00450193 0.00402433 0.0159904 0.00525996 0.00600437 0.00470207 0.0106879 0.0078373 0.0128377 0.0099836 0.0239251 0.0183909 0.0371365 0.0042492 0.017917 0.0507899 0.174743
threshold=35.171584490050009 37.137227079750012 0.39072183470000005 0.39736834230000012 0.3975479776000001 0.50278434775000014 35.782584506850007 36.364346611650006 0.55769288345000012 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.46280051495000007 37.52517992975001 0.42209814075000007 37.784765830350004 38.064633603500006 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.525197829750006 39.420767558750008 0.39072183470000005 0.56859076075000015 0.53866650695000018 0.50339810185000011 40.098777110850008 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -8 -6 10 11 12 -3 -10 15 -11 -16 -18 19 -19 -20 -22 23 24 -23 -26 27 -24 29 -29
right_child=1 9 3 4 8 -7 7 -9 13 14 -12 -13 -14 -15 16 -17 17 18 20 -21 21 22 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0029083300312905875 0.040940028686807024 -0.10039495639474988 -0.10094032185318712 0.10031888072673889 -0.10078812818993142 0.016956935374192302 -0.061019914551573101 -0.0065940267270915079 -0.10006768811767448 -0.02607964803253451 -0.10202574992929042 -0.10014755747207858 0.058661301025417528 0.092694626629171994 0.0087688565710502212 0.0033250804909063011 -0.0092133748079640063 -0.0010534567522346185 -0.01031549006553889 0.015394343039104455 0.012963406144386748 0.0080789941832861614 -0.00015419421304854012 -0.027881365483195416 -0.049169868267195646 0.0011123672669878259 -0.0016714503388981406 0.081705262220508265 0.0027768950644048839 -0.035236954329080125
leaf_weight=1.7975574413834241 0.083522972963682163 0.0079957149077775069 0.051866321440058927 0.020649287442211062 0.028447969616053115 0.83816380938515067 0.06584370555174246 0.20590646276054869 0.0017829891689822288 0.28448773711802466 0.027330053792098852 0.0088133494136855006 0.040109126712195575 0.0037806079889536881 0.69478123944301629 0.52850288195294048 0.69639737468679541 1.0112972472634127 0.73111685145148797 0.64835989687388473 0.76565243448230447 0.90973995183548984 33.890936563008182 0.43011092944277596 0.20609842992780614 0.51122492430400257 9.6573962069093735 0.32265393869602199 4.4906939528778036 0.21156201740086544
leaf_count=371 15 123 24 2 38 26 44 35 32 35 31 10 12 55 47 27 66 30 62 46 46 41 1131 47 34 33 1039 24 478 30
internal_value=2.79074e-06 9.39957e-05 0.0049213 -0.0550008 -0.01141 0.01027 -0.0055059 -0.0197811 -0.0792435 -1.79131e-05 -0.0251742 0.0117272 0.0322239 0.0309193 1.99389e-05 -0.00696444 0.000122846 1.25908e-05 0.000132043 0.00537202 -3.4791e-05 0.000111453 -8.28987e-05 -0.0069063 -0.00136158 -0.0133345 0.000206086 0.000672017 0.00624447 0.0353934
internal_weight=59.1728 57.3752 1.29996 0.106527 0.0546609 1.19344 0.355273 0.27175 0.0340116 56.0753 0.0842482 0.0569182 0.0481048 0.0055636 55.991 0.812991 55.178 54.4832 53.7868 1.65966 52.1272 51.3961 50.6304 2.05717 1.62706 0.717323 48.5732 38.9158 5.02491 0.534216
internal_count=4034 3663 271 151 127 120 94 79 125 3392 176 145 135 87 3216 62 3154 3107 3041 76 2965 2903 2857 155 108 67 2702 1663 532 54
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 2 1 2 1 0 1 1 2 2 0 2 2 0 0 0 1 0 0 0 0 0 1 1 2
split_gain=0.0014022 0.0102179 0.00912289 0.0182173 0.021636 0.00763022 0.0149683 0.0245264 0.0117221 0.0266006 0.010349 0.00779505 0.00589874 0.00508719 0.00619778 0.0167176 0.0102327 0.0132671 0.0156965 0.00630799 0.0336683 0.0182699 0.0124625 0.017641 0.0139245 0.00671668 0.0097697 0.0112004 0.0561597 0.00378802
threshold=39.896141435400004 40.003678352300007 39.420767558750008 39.525197829750006 0.50410167360000013 40.316494640950005 40.206947806850003 0.34554354660000003 40.467253020850002 0.39591628995000006 0.4784437592000001 0.38052752915000004 0.39784736985000008 39.256147742250008 38.969453495950006 0.5231430197000001 38.748048509250005 38.478081868400004 0.5398790455000001 0.50706565670000014 0.51505942935000004 0.36575252235000005 0.5231430197000001 0.52770875125000016 0.52925062125000011 0.53928026105000015 0.54228915300000013 0.40509266190000009 0.45280081435000008 35.782584506850007
decision_type=2 2 2 2 2 2 2 2 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 13 -4 -5 6 7 -3 9 -7 -8 -9 -6 14 16 -16 17 19 -19 21 -21 29 -22 -24 -25 -26 -27 -28 -29 -1
right_child=1 5 3 4 12 8 10 11 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.0081645685492976235 0.0069197924866129766 0.015446263599136228 -0.02515841536640101 -0.018634464470718159 0.01587223569089927 0.014469245463514352 -0.005140078360302093 -0.01609208630949302 -0.00021367102379266285 -0.0034121430552121017 -0.024599181062414856 -0.00060498977915415613 0.00067283877170190489 0.0091908716264787419 -0.024255939901298915 0.0023816835150877961 0.011758633727309698 -0.054095612904098977 0.0013482463487906173 -0.042943983343235279 0.019802524466265996 0.029388396420765479 -0.01676788495208055 0.027520025747712742 -0.010223545254549193 0.0089108547400493007 0.0028247074472486887 -0.095803530848069599 -0.0025028058212189881 -0.00078545988872804468
leaf_weight=0.63143677754191774 2.1920433509439539 0.69616535017303149 0.42905675718239367 0.57904694207445562 0.33811464351310849 1.7500083063077903 0.58422503923065938 0.60638055456108453 38.046641552646008 1.5858086188899774 0.51356014495156899 0.70036563470651547 1.0428828266812358 0.61521669233755538 0.37720627992484945 0.62761492768422755 0.76000223273650025 0.099139588656214195 0.10529225718560054 0.19216652295061454 0.29125755810491671 0.25832293305665732 0.64763769933854565 0.18991842382820356 0.56819547288915861 1.1248344565974551 1.0950238875011562 0.073887339057737478 0.50855097129987026 1.8834166453364067
leaf_count=145 30 15 47 35 38 32 6 14 2535 29 39 65 40 30 30 48 46 27 20 23 34 27 40 16 38 16 10 141 272 146
internal_value=3.20681e-06 0.000254626 -0.000940258 -0.00649461 -0.00240908 -7.38208e-05 -0.00485846 0.00028534 0.000284682 0.00596864 -0.0142433 -0.0077916 0.00439416 0.000380247 -0.000194323 -0.00761798 0.000690643 -0.00040619 -0.0255394 0.000282124 -0.00195286 0.00406312 -0.000202121 -0.00158673 0.00117472 -0.000309773 0.00170035 -0.00313471 -0.0143388 0.00146174
internal_weight=59.1134 46.6752 12.4382 2.3891 1.96004 44.4832 3.1007 2.00291 41.3825 3.33582 1.09779 1.30675 1.381 10.0491 9.4339 1.00482 8.42908 7.66908 0.204432 7.46465 4.69147 2.77318 4.49931 4.20805 3.56041 3.37049 2.8023 1.67746 0.582438 2.51485
internal_count=4034 2765 1269 160 113 2735 139 94 2596 61 45 79 78 1109 1079 78 1001 955 47 908 590 318 567 533 493 477 439 423 413 291
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 2 2 1 1 1 2 1 2 1 1 0 0 0 1 0 1 0 0 2 0 2 2 2 2
split_gain=0.00182997 0.0033081 0.0117163 0.00238985 0.0188446 0.0136264 0.00815566 0.0182069 0.0134331 0.00597473 0.0049442 0.00250431 0.00395514 0.00177094 0.0156691 0.0586846 0.0220512 0.0514068 0.0196711 0.00338366 0.00478978 0.00152601 0.00662113 0.0147109 0.0447136 0.00556433 0.031124 0.030564 0.0467892 0.0459151
threshold=35.171584490050009 36.242939472700009 0.36698003050000011 34.883496062400006 0.36575252235000005 0.49485045360000007 33.151194885250007 30.317390213800007 0.38780276035000005 0.38976377950000002 0.34398670700000006 33.151194885250007 0.31100865245000009 37.038444968100009 0.36575252235000005 0.38370108680000009 0.52863686715000002 0.5296248615500001 0.5017514446000001 0.42114008565000011 0.56294721715000018 0.34575312120000007 0.4871261339500001 0.48386275860000011 41.385032804600009 0.48098859315000003 40.280372415600006 41.685324604100011 41.919251152600005 42.141702038450013
decision_type=2 2 2 2 2 2 2 2 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 10 7 -6 -9 -10 11 12 -1 14 18 -16 -17 -18 -3 -19 -21 22 23 -15 -25 26 -23 -28 -29 -30
right_child=1 13 -4 -5 6 -7 -8 8 9 -11 -12 -13 -14 21 15 16 17 19 -20 20 -22 25 -24 24 -26 -27 27 28 29 -31
leaf_value=0.10004783320404109 0.029752922223575957 -0.057600138941550527 0.00015662463593417206 -0.0059482331091729205 0.091018606980301675 0.10053283528309931 0.0006935481932400444 -0.10162611489810709 -0.048698254534762037 0.060988249749296841 -0.10017917217568356 0.056821013356062711 -0.10012018144534791 -0.00040830288328045527 0.10071656181609745 -0.059828676153088206 0.10060455902753007 -0.10083832291948405 0.0018707025373035327 -0.10039394875440422 0.04430567451640869 -0.044242674285964595 0.0086577489145387224 0.0091746653076873689 -0.046664628397911287 0.00041553533027897195 0.096502632516762582 -0.10502761471518079 0.096413906948785502 -0.026062874053854393
leaf_weight=0.0014449330046895081 0.17036308151954527 0.099439414344002081 0.62250388804078272 1.1277666558800659 0.009286902549254461 0.031510402564890683 0.55927706386223675 0.031609538189286468 0.010491447057574987 0.0094294172944118237 0.0045369937563034526 0.0076941217721469002 0.0031155735143928442 24.756639198732174 0.055958105251193047 0.070368318616260694 0.036124393343925476 0.020041607322923483 0.12621176103129983 0.0045379204438145138 0.0046131051515664045 0.067597962133533751 0.76645348407328029 0.31117618508869682 0.26597793388646096 29.675518853471516 0.056669565326131988 0.028500704514641484 0.063331332655366168 0.059240955388910166
leaf_count=1 39 45 76 32 76 11 85 5 2 48 35 14 62 865 3 17 2 17 6 8 43 22 25 13 31 2256 32 9 7 147
internal_value=2.89956e-06 0.000101488 0.00651597 -0.00314008 0.00159803 0.0617601 -0.00308827 -0.037866 -0.0610938 0.00322117 -0.0109992 0.0220177 -0.0366997 1.14231e-05 -0.00647895 0.0145478 -0.0209891 0.020854 -0.0243368 -0.0778332 -0.0274497 5.97433e-05 -0.000499201 -0.000776237 -0.0165585 0.000546827 0.0146971 0.0338757 0.0103835 0.0372191
internal_weight=59.0574 57.2613 0.792867 1.79616 0.668396 0.048302 0.620094 0.0608173 0.0515304 0.0199209 0.0167916 0.0122546 0.00456051 56.4684 0.417295 0.191643 0.135685 0.065317 0.225651 0.0291926 0.00915103 56.0511 26.1002 25.3338 0.577154 29.9509 0.275341 0.207743 0.151073 0.122572
internal_count=4034 3663 115 371 339 123 216 131 55 50 112 77 63 3548 141 90 87 70 51 68 51 3407 934 909 44 2473 217 195 163 154
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 2 1 2 1 2 2 2 2 0 2 2 2 0 1 1 0 2 1 0 2 2 2 1
split_gain=0.00148539 0.00296372 0.017665 0.034553 0.017004 0.0338667 0.0112759 0.0180005 0.0068828 0.00680124 0.0259774 0.0623227 0.00396159 0.00365694 0.0026961 0.035862 0.00567044 0.00384711 0.00268285 0.0182761 0.034125 0.0193454 0.0431427 0.023625 0.0225299 0.0388839 0.00987055 0.00837644 0.00628535 0.0137496
threshold=35.171584490050009 37.137227079750012 0.52432561900000019 0.39019789825000006 0.39736834230000012 0.3975479776000001 0.50278434775000014 35.782584506850007 0.45434268435000008 36.893814626400008 0.36533337325000009 36.491284729650012 36.728658719300007 37.311503175250003 37.828051409500013 0.52284362740000012 38.064633603500006 38.334060527150008 39.896141435400004 0.47943175355000006 0.34452561300000012 0.37003383130000006 0.5223196910500002 39.337369931850013 0.39072183470000005 0.53866650695000018 39.664548207900005 40.003678352300007 40.316494640950005 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 -2 -7 10 11 -9 -10 -3 15 -15 -16 -18 19 20 -19 23 26 -21 -24 -26 -23 -20 29 -29
right_child=1 13 3 4 5 8 -8 9 12 -11 -12 -13 -14 14 16 -17 17 18 27 21 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0028320336767258605 0.034429874867152432 -0.0077793572205824661 0.10054345721373703 -0.1007985088403764 0.10008906040170334 -0.10073815091529435 0.014894052298903516 0.089938540917555695 -0.1001562222159232 -0.0025933639623224609 -0.079209523493808678 -0.10191165339094443 0.090661897032561611 0.043045754168321904 -0.0094557917461331603 -0.0045736181196837982 0.0060526093425328871 0.0095543514497662824 0.0062729164708080244 0.00039888264360308861 -0.045292504740917533 -0.047332555930087776 0.020809281200101195 0.032045750988440695 -0.02419945305941051 0.0022094825013690999 -0.017121338596920384 0.0048993300523135774 0.0002521496417850284 -0.0091828158135000126
leaf_weight=1.7914549885812352 0.08091798094392666 0.60024266166333617 0.01625684276223191 0.045741448433290088 0.016485594493133249 0.024453434096558979 0.81390167629714938 0.039669426502314309 0.001613453410307635 0.12374358768326488 0.067285667173564434 0.029542406801926546 0.0033408291893159969 0.1996192137098648 0.63010759986829512 0.7612624695423309 1.0593532718193532 0.20254376494175819 2.1819373511188891 0.63975114126151289 0.25786659596099071 0.23096735625585996 0.45984692825004447 0.37367205663394998 0.68349556316053428 3.0251865193583276 0.2033651951351203 1.047884798164888 41.350527519939888 2.0493141545665434
leaf_count=371 15 31 1 22 2 50 30 45 52 20 6 9 19 34 51 59 61 28 30 28 24 22 19 26 57 164 23 22 2596 117
internal_value=3.41913e-06 9.21922e-05 0.00488267 -0.0338138 -0.05765 -0.0146443 0.00849722 -0.00676367 -0.0789624 -0.0195722 -0.0349645 0.00804913 0.0285185 -1.59292e-05 6.8251e-05 0.00531911 -2.45034e-05 8.60266e-05 -3.38967e-05 -0.00201025 -0.0211643 -0.000440044 -0.00319393 0.0120678 -6.88584e-05 -0.00265758 -0.0331869 0.000223658 -7.33e-05 -0.00441836
internal_weight=59.0114 57.2199 1.26295 0.107892 0.0916348 0.0458933 1.15506 0.341159 0.0294077 0.260241 0.136498 0.0692118 0.00495428 55.9569 55.3567 0.960882 54.3958 53.7657 52.7064 6.0767 0.46041 5.61628 4.60286 1.01342 4.16853 3.70868 0.434333 46.6297 44.4477 3.0972
internal_count=4034 3663 271 146 145 123 125 95 121 80 60 54 71 3392 3361 93 3268 3217 3156 391 52 339 285 54 240 221 45 2765 2735 139
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 2 0 2 1 0 0 1 0 2 0 0 2 2 1 2 2 2 2 2 0 2 0 1
split_gain=0.00120102 0.00242978 0.0155212 0.031231 0.0153908 0.0305789 0.00923282 0.0149842 0.00637349 0.0421473 0.00624735 0.00531971 0.011329 0.00469643 0.0216477 0.0115678 0.0146847 0.00933489 0.00353938 0.0032538 0.0132829 0.00397286 0.00387307 0.00360466 0.00825201 0.00726391 0.0081734 0.00658864 0.0152744 0.0218588
threshold=35.171584490050009 37.137227079750012 0.52432561900000019 0.39019789825000006 0.39736834230000012 0.3975479776000001 0.50278434775000014 35.782584506850007 0.49880243110000005 36.124181380200007 0.45434268435000008 0.49787431515000008 0.49336846205000007 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 36.728658719300007 37.52517992975001 0.42209814075000007 37.784765830350004 38.064633603500006 38.969453495950006 38.748048509250005 38.400997490450003 0.52770875125000016 39.896141435400004 0.47943175355000006 0.37003383130000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 -2 9 -9 -7 12 -11 14 15 16 17 -3 -12 20 -15 -21 -23 24 25 26 -24 28 -25 -30
right_child=1 13 3 4 5 10 -8 8 -10 11 18 -13 -14 19 -16 -17 -18 -19 -20 21 -22 22 23 27 -26 -27 -28 -29 29 -31
leaf_value=-0.002544576330568996 0.031368527450665831 0.024170633039387893 0.10049147332011277 -0.10072210661537917 0.099935580059301546 -0.10066815145975537 0.013516227558795162 -0.10160145914371949 -0.027704132753622285 -0.055728925597082396 -0.1001413373006565 0.10023709276483733 0.10023728951500843 -0.023995551668421003 -0.10182917658990409 -0.10013344415957873 0.10020137758884702 -0.10019185386261964 0.088883191998718247 0.0076586816486279453 0.0030435047328176896 -0.0073594933411564867 -0.0014067487919202214 -0.022348105084502884 0.01243819597869586 -0.0078016826494429724 0.013073159163878629 0.00024315118083835757 0.011434144812548501 -0.006491568674788434
leaf_weight=1.7942944770145732 0.079985486234364078 0.019014174031340758 0.014717021957039778 0.041418372191188269 0.014938564469048288 0.022140986201582891 0.80753399985725594 0.022494048195767391 0.18644929770380259 0.0086188216425995279 0.001460118991021441 0.023106617853045464 0.010132296854862943 0.27756975322714739 0.024765575907537141 0.0079727702541276813 0.01819541584700346 0.0088427199372408394 0.0030804202913667922 0.6889572369727891 0.52591722104809646 0.70260082004635549 1.0105971390189008 0.40712487037126477 0.76442904319155136 0.73093579414176324 0.63462602953277714 46.542225012939717 0.91417544203704926 2.6584969113867176
leaf_count=371 15 13 1 22 2 50 30 20 13 38 52 4 5 35 31 10 3 119 19 47 27 66 30 36 46 62 46 2589 37 195
internal_value=2.9485e-06 8.28997e-05 0.00446835 -0.0337703 -0.0575657 -0.0146184 0.00775217 -0.00631936 -0.0183388 0.00879585 -0.0787553 0.0681226 0.0285485 -1.40095e-05 -0.0244112 0.0110778 0.0303312 -0.0153062 0.0280978 2.04043e-05 -0.00629731 0.000112608 1.69785e-05 0.000113558 0.0034008 0.000493394 0.00417871 -9.07856e-05 -0.00399605 -0.00190474
internal_weight=58.9668 57.1725 1.23608 0.0977555 0.0830385 0.0416201 1.13832 0.330787 0.250801 0.0643518 0.0266815 0.0418577 0.0187511 55.9364 0.0787907 0.0540251 0.0460523 0.0278569 0.00454054 55.8577 0.803487 55.0542 54.3652 53.6626 3.14059 2.37616 1.64522 50.522 3.9798 3.57267
internal_count=4034 3663 271 146 145 123 125 95 80 67 121 47 43 3392 176 145 135 132 71 3216 62 3154 3107 3041 184 138 76 2857 268 232
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 1 1 0 2 1 1 2 2 1 2 2 2 1 1 1 2 0 1 2 0 0 1 1 0
split_gain=0.00121565 0.00395339 0.00372635 0.00489967 0.0238607 0.0316864 0.0275388 0.0650016 0.0218654 0.020326 0.0186607 0.0328663 0.0149612 0.00644286 0.00296796 0.00462119 0.00225779 0.00994689 0.00771666 0.023467 0.00721215 0.00517874 0.055652 0.0954838 0.0287954 0.00316236 0.0393983 0.0201982 0.0188244 0.0387812
threshold=0.31100865245000009 49.420225120050006 0.39672464895000009 43.89540535710001 0.50889194935000015 48.96897326980001 0.32168198560000011 0.34524415440000006 0.47997065955000012 47.709122305950011 0.39162001140000008 0.39193437325000008 48.96897326980001 50.205949521800008 0.34575312120000007 44.756878345700009 42.899217095850013 43.018222997350009 0.34545372890000009 0.34503457980000002 0.34575312120000007 42.622319549950006 0.49649711085000009 0.34584293880000011 42.779078631750004 0.4815274992000001 0.48119816770000007 0.34467530910000005 0.34515433670000012 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 16 5 6 -5 -8 14 -6 -11 -12 -13 -14 -9 -16 21 -18 19 -19 -20 25 23 -23 -25 26 28 -27 29 -4
right_child=2 -3 3 4 9 -7 7 8 -10 10 11 12 13 -15 15 -17 17 18 20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0067965808561237301 -0.0061267067867988691 -0.0023912503698643207 -0.001239284260884619 0.09977522087223703 -0.10075217015359457 -0.04936032920003687 -0.10080188701128961 0.025230886178993113 0.086496525554292408 -0.059655108342908485 0.099077907191241696 -0.10062142732609042 0.056487434176086482 -0.10013034148696945 -0.10013098722439245 0.0016000519807922425 -0.014390239480298401 -0.00493103616993392 -0.013387069753569847 0.019028663700691725 -0.0011948389151301654 0.00012831814889831109 -0.043731053394323052 0.099889291452779638 0.0227864552038579 0.01842590355614554 -0.022066577076354302 0.00020781677257254873 0.0034161767874836876 -0.026287176219921184
leaf_weight=1.0022982425310178 1.0012621046357058 0.8790582320652901 5.841831627227779 0.06450485471577827 0.026752450465195032 0.042402850944199599 0.033535853183821018 0.013120673047296805 0.078663410700173242 0.038074998084994149 0.033349506469676271 0.018727306966582091 0.014359499239045448 0.0032146331631217597 0.0071476890282156083 0.011898290933459066 0.57583362888021739 0.98280625163624769 0.57996741491481563 0.69989681227730216 2.9684315251286328 0.84347277413189548 0.18730803849410893 0.14598693199232571 0.07248902837454807 0.62002527504227956 0.85354132577776987 32.929127325163876 7.6644307810309735 0.69127180066425342
leaf_count=190 54 6 357 17 310 14 28 10 50 12 3 44 44 200 18 58 54 25 15 48 192 47 45 64 7 9 10 1839 252 12
internal_value=2.54201e-06 0.00250359 -7.99455e-05 2.80873e-05 0.0112594 0.0294539 0.0454539 0.0211824 0.0580934 -0.0227372 -0.00336305 0.0274092 -0.0384315 0.0278392 -0.0113665 -0.0365782 -4.97562e-05 -0.00191588 -0.000542718 0.00503467 -0.0031876 0.000167628 0.00652496 0.0153892 0.074307 4.21381e-06 -0.00120011 0.000544507 5.43599e-05 -0.00388962
internal_weight=58.9248 1.88136 57.0434 56.0422 0.385752 0.251274 0.208871 0.144366 0.11083 0.134478 0.107726 0.0696509 0.0363014 0.0175741 0.0321667 0.019046 55.6564 5.80694 5.2311 1.6827 3.5484 49.8495 1.24926 1.06195 0.218476 48.6002 15.0511 33.5492 14.1975 6.5331
internal_count=4034 196 3838 3784 808 195 181 164 136 613 303 291 288 244 86 76 2976 334 280 73 207 2642 163 118 71 2479 631 1848 621 369
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 1 2 0 1 2 1 2 2 1 0 1 2 1 2 0 1 0 0 2 0 2 0 0 2
split_gain=0.00122469 0.00629409 0.0101398 0.00926536 0.0257285 0.0225239 0.00747469 0.00544584 0.0114889 0.00438225 0.0218837 0.130352 0.0113368 0.0352512 0.0122043 0.0142215 0.0167353 0.0121086 0.00915905 0.0412919 0.0497718 0.00804774 0.0147851 0.00502885 0.0236206 0.0439598 0.0204403 0.00879298 0.0528715 0.0225322
threshold=41.218101594450012 40.844669808050007 40.750688432250008 0.34527409360000011 0.42290649980000011 0.48306936920000004 0.4317685099500001 41.289992964000007 0.4784437592000001 0.41853537320000006 40.040005255000004 0.4301667614500001 40.316494640950005 40.206947806850003 0.34656148020000005 0.48271009850000007 0.34515433670000012 40.137820134150012 0.42039160505000012 39.952536079750011 0.54136103710000005 0.3447052483500001 0.48200652675000005 0.48306936920000004 39.749124837650008 0.52453519355000011 39.664548207900005 0.4784437592000001 0.47700667645000011 38.179089776100007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 5 -5 -6 8 -2 12 18 -12 13 17 15 16 21 23 -11 20 -20 -14 -23 26 -25 -26 27 28 29 -1
right_child=7 3 -4 4 6 -7 -8 -9 -10 10 11 -13 14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00010038317713670924 0.0018010791708641376 -0.0027339701014079758 -0.0092723847074665418 0.0070103013130512221 -0.010585074326295518 0.035445409403459478 0.0052657437339787318 -8.3964973894364741e-05 -0.013276141045638177 -0.010041801668028191 -0.090538419199631792 0.0039435526277177427 0.0088455552179603422 -0.018487572050044223 0.010259903753107908 -0.0049021417375492817 0.01506164583193771 0.013401285950448955 0.095416210273170696 0.077410912316483851 -0.0008608927252526478 -0.016609667555102896 0.0066316233884122743 -0.0016088008282762465 0.02620813854177606 -0.0026729438818781596 -0.01135362918568464 0.011004689059787019 -0.059752936652321342 0.039485661639202717
leaf_weight=1.4760126312892654 1.0487938742825265 1.2009713856558328 1.1477494621381783 0.67480220872130325 0.56325659223966773 0.4744178308537812 0.63054412481213262 26.612473464960356 0.97545869051133838 0.5312627334668617 0.18738914166857501 0.66146801971143532 0.60303531999488713 1.039361910552542 2.2265799944456361 2.1010076720267534 1.1809235224500296 0.70208686834666956 0.055277035644394679 0.075225359702017047 1.8766214630854938 0.57441588690684831 0.52287665754556656 6.7357200787302514 0.96798338957887642 1.1569014288324977 1.7158234832234107 0.8553029974104901 0.14250826265197236 0.15930594771911533
leaf_count=220 13 31 30 13 10 40 53 2153 36 20 19 82 23 30 45 13 16 15 8 27 527 56 2 396 35 19 31 28 11 32
internal_value=4.37512e-06 0.000448214 -7.746e-05 0.00440781 0.0080685 0.0187488 -0.00221296 -0.000464295 -0.00546442 0.000335639 -0.00301431 -0.0169138 0.000847695 -0.000722879 0.00410504 0.00135442 0.0059167 0.000604351 0.00163379 0.00472418 0.00189387 -0.000434712 -0.00553484 -7.58053e-05 0.00129114 0.0104837 -0.00286083 0.00267332 -0.00133486 0.00375592
internal_weight=58.8756 30.2388 26.6948 3.54399 2.34302 1.14922 1.1938 28.6367 2.02425 25.5471 3.38724 0.848857 22.1598 14.951 7.20884 4.98226 2.88125 13.9116 2.53839 2.00712 1.9319 1.70033 1.09729 13.2096 8.8606 2.12488 4.34895 2.63313 1.77783 1.63532
internal_count=4034 1832 1685 147 116 53 63 2202 49 1655 683 101 972 817 155 110 97 787 582 562 535 81 58 772 450 54 322 291 263 252
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 0 1 1 2 2 0 0 0 1 2 2 2 0 2 0 2 1 2 1 2 1 2 2 2 1
split_gain=0.00122439 0.0133704 0.0121002 0.00798197 0.00314594 0.0043885 0.00158791 0.00923079 0.041226 0.0189341 0.0185835 0.0253295 0.0192226 0.00450338 0.00400179 0.0096762 0.00484442 0.00271995 0.0114704 0.0374546 0.0153487 0.0487969 0.0112029 0.00754891 0.0070729 0.00307183 0.00198385 0.0252323 0.0132631 0.0113547
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.58415915690000009 0.59897907245000015 0.42780156285000009 0.43691805635000008 42.310579034350006 41.827117825850003 0.54386096225000014 0.56294721715000018 0.54562737640000014 0.42290649980000011 38.625745710700009 39.458743938000005 41.147265497500008 0.5398790455000001 38.400997490450003 0.54228915300000013 40.340071172300007 0.41911918805000009 40.523311941050004 0.41615520495000008 37.198331469900005 0.40301188585000008 40.316494640950005 40.206947806850003 40.467253020850002 0.39072183470000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 13 8 9 10 -8 12 -12 17 -9 -16 -17 23 24 -20 -21 22 -22 25 -19 26 27 29 -28 -1
right_child=1 2 3 4 5 -7 7 14 -10 -11 11 -13 -14 -15 15 16 -18 18 19 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0017069875913903435 -0.10016565930595844 0.0012858873841972869 -0.10036816101355435 -0.10018217073631917 0.062355831117068716 -0.10007596091513569 0.076379367356603528 -0.0074363426629491776 -0.079260529902345625 0.079917616907703048 0.0010699511781994476 0.037434194356447924 -0.10088193240190957 -0.0080425354743487512 0.012169333967934322 -0.008083636042250715 0.0018188241132448626 -0.0030323725666271742 -0.027333706626563748 -0.012471327782226829 0.0079229534481413261 0.045728720788658701 -0.011921059549241764 0.0060461895416586905 0.008354696545561098 -0.0072998278050793695 0.0079656771795473414 -0.015954481022028025 -6.6585350956998665e-05 -0.007853868837186315
leaf_weight=9.0774882680945961 0.014256550501914655 0.55796027008680937 0.020111936891911597 0.0024143800666376345 0.0076928409549879007 0.0021221571725948962 0.043038864331908955 0.53354962528908378 0.038046414067701706 0.06304640811868012 0.046249025926499598 0.095132764619563659 0.030816035912827999 0.70267686859779033 0.71140129247214678 0.70408280616436547 1.6559852391279233 1.0053065730730844 0.65832123513610019 0.66264563704135104 0.52749028801918008 0.2532397612940257 0.61757116666393586 2.1419999582782756 1.1925379445747237 0.57334811184749312 2.1958770551136686 1.0365203896071751 32.214259739265088 1.4391037054952125
leaf_count=580 393 99 76 49 48 312 12 36 74 9 8 25 53 44 24 53 128 30 23 31 2 33 83 22 15 63 36 24 1516 133
internal_value=4.90938e-06 -0.0044722 -0.00216107 -0.0616289 0.00208013 0.0272355 5.14e-05 0.00199476 0.0183737 0.0317221 0.0176048 0.00291479 -0.0396976 -8.89468e-05 0.000557561 0.00194619 -0.00113539 1.53302e-05 -0.00222612 -0.00656828 6.47458e-05 0.00600551 -0.00277961 0.000241743 0.00314619 -2.54254e-05 6.53159e-05 -0.0010685 0.000445992 0.000398668
internal_weight=58.8243 0.604558 0.590302 0.0323413 0.0122294 0.009815 58.2197 3.92135 0.31633 0.278283 0.215237 0.172198 0.0770651 54.2984 3.60502 3.07147 2.36007 53.5957 4.91711 2.71927 2.06095 1.3983 1.14506 48.6786 2.19784 46.5366 45.9632 11.5531 34.4101 10.5166
internal_count=4034 977 584 485 409 360 3057 422 181 107 98 86 61 2635 241 205 181 2591 217 172 149 118 85 2374 45 2352 2289 737 1552 713
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 1 2 0 0 0 0 2 0 0 0 1 2 0 1 1 0 2 0 1 2 1 0 0 0
split_gain=0.00113791 0.00653589 0.015912 0.0746222 0.106038 0.0534897 0.00517449 0.0373394 0.0113097 0.0404263 0.0348062 0.019631 0.0113113 0.0185499 0.00846942 0.0079535 0.0133652 0.00759781 0.00550842 0.0615016 0.00725032 0.0276303 0.0669336 0.0223788 0.0065039 0.0187199 0.00472686 0.0212279 0.0187338 0.0238974
threshold=0.34575312120000007 0.4871261339500001 0.48351845755000006 40.206947806850003 0.34467530910000005 0.34515433670000012 0.34587287805000005 41.741384785950011 0.48098859315000003 0.48068920095000006 0.47997065955000012 0.48200652675000005 38.478081868400004 0.47961138885000004 0.47769527860000011 0.48386275860000011 0.34614233110000009 47.927946529500012 0.49053920540000012 0.34739977845000009 0.35275889945000011 0.49880243110000005 38.478081868400004 0.49336846205000007 0.34641178410000012 42.402981339000007 0.34530403280000005 0.4815274992000001 0.4815274992000001 0.48098859315000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 -4 -5 -6 7 -2 9 10 12 -10 -8 14 17 -13 -17 -14 24 -20 23 22 -22 -21 -18 -26 28 -28 29 -1
right_child=6 -3 3 4 5 -7 8 -9 11 -11 -12 15 13 -15 -16 16 18 -19 19 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00014088570604070232 -0.0051771069917072709 0.0086070816891048313 0.017479735357343242 0.0037671857672104628 -0.096843563445013825 -0.029717525687789709 0.080321716424219924 0.024202614586349872 -0.0170073485988427 0.10014397500341479 -0.10429718120512731 0.0065867414471095162 -0.033365712474839736 -0.10181268100906177 0.061901397138728831 -0.014588898958890303 -0.0016492675028522679 0.10008472047661626 -0.051807250141989974 -0.0032690654789102008 0.010269767099644878 7.9451878001943931e-05 -0.10560134005795607 0.018164332113122187 0.017787464573831607 -0.0047066254470879238 0.00072278025447734969 -0.011537064030638734 0.0080349300678907009 -0.021291585403435703
leaf_weight=12.17592218826853 1.1896354295313347 0.76684381638187815 0.6010734757874151 0.52890921570360638 0.22400855971500278 0.2525408681249246 0.025232280041543098 0.67977009905229113 0.66853469698173285 0.051315792796231108 0.02762141231755777 1.8963353530891343 0.025809238269561607 0.013811386947054416 0.032322722450771835 0.62292244099081884 0.99058036052155474 0.0051111425273120395 0.22903968929314444 1.1202284666287621 0.12316917811403338 22.547743923142466 0.083752516181610059 0.86198279907694075 0.91977896769822087 0.6189261919231086 6.1529088337537674 1.8330996464937923 2.9791033156216153 0.54346407158300358
leaf_count=787 13 25 5 4 15 36 40 73 11 3 6 17 133 4 39 6 5 2 7 10 36 2430 27 33 35 23 155 21 26 7
internal_value=4.96051e-06 -0.000488128 -0.000763902 -0.0103948 -0.0270585 -0.061271 0.000397488 0.00550621 8.80591e-05 0.024996 -0.00468858 -5.90558e-05 0.0222096 0.00318023 0.0261092 0.000318446 -0.000104298 -0.0113063 0.00022386 -0.000226656 0.000250931 -0.000254365 -0.0366296 0.00605144 0.00467079 0.00873948 -0.000110633 -0.00209133 0.000896971 -0.000774864
internal_weight=58.7915 26.0579 25.291 1.60653 1.00546 0.476549 32.7336 1.86941 30.8642 0.181224 0.129908 30.683 0.102287 0.0770545 0.0632431 30.0145 28.1181 0.0309204 27.4952 24.9659 24.7369 22.7547 0.206922 1.98221 2.52929 1.53871 23.6845 7.98601 15.6985 12.7194
internal_count=4034 1081 1056 60 55 51 2953 86 2867 227 224 2640 218 178 174 2629 2612 135 2606 2543 2536 2493 63 43 63 58 996 176 820 794
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 2 2 2 1 2 1 0 0 0 1 1 1 0 2 2 1 0 0 0 0 0 0 0 2
split_gain=0.00125815 0.0237136 0.00845984 0.00576631 0.0228696 0.00320354 0.0189477 0.0116143 0.0255063 0.0200139 0.0337698 0.0193755 0.00401464 0.00286416 0.00268902 0.0178903 0.00939559 0.00672807 0.00517778 0.0330833 0.0226641 0.0340591 0.0284535 0.00992318 0.0111377 0.00387981 0.00698576 0.0026221 0.0128128 0.00579882
threshold=43.752965619700007 43.832725745850006 43.525909308350002 0.39606598605000004 0.31060447290000009 0.47396784530000008 38.121007182500009 38.969453495950006 39.011793722550003 0.32388251845000005 42.488347682450005 0.32058920395000007 0.47515044460000005 0.39498817400000003 0.50889194935000015 0.39162001140000008 0.39193437325000008 0.38780276035000005 0.39672464895000009 49.283271594150008 47.927946529500012 0.34524415440000006 0.47997065955000012 0.47808448850000007 0.47769527860000011 0.47565941140000007 0.46495613905000005 0.47721625100000004 0.47754558250000007 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 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 13 6 -1 -8 -9 11 -11 -10 -7 -3 18 17 -17 -16 -5 20 21 -20 23 24 25 26 -23 29 -29 -14
right_child=1 3 -4 14 -6 12 7 8 9 10 -12 -13 27 -15 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.7761186485767288e-05 0.044532653508919162 -0.0098099723497342903 -0.011795917118428648 -0.00084148330367489965 -0.10167282813420478 0.0081000587294097447 -0.10148732307036375 0.10047658027134428 -0.10025465913860472 -0.10163644538460144 0.065729669390434051 0.056399819640876536 -0.010721675700840148 0.038580806744629215 -0.10077355456884377 0.045957062125445425 -0.0025745229034381885 -0.024351655104936851 -0.10069180310294877 -0.0018731522714890442 0.060900788674858944 -0.10006742167403854 0.078804135518200619 -0.10059701675929525 0.10013291619192584 -0.10012015175367095 0.10012174461688009 0.017688287478630771 -5.6710520956968847e-06 0.0022857804523173141
leaf_weight=0.93176845105843009 0.1251828481138223 0.02536757165991943 0.61431053131273117 1.8739846611279072 0.026588138276565587 0.62253073088595456 0.023947969967696991 0.014275268651545048 0.010663233729843125 0.06435572464349093 0.014834725248800806 0.03041584552556742 0.69351327588083111 0.023619854124262929 0.02411808272387328 0.04149380707531225 1.0327083656336962 0.022054420966014732 0.02475126128820182 0.88229605606466066 0.16754483579052248 0.0033180507595034214 0.052792242094795161 0.014410598421818577 0.0080172270536422729 0.0070265551021293504 0.0036724801175296307 0.41261535898956836 50.245337220491507 0.67760125837322249
leaf_count=207 15 40 58 13 6 32 16 1 107 123 27 17 23 13 37 5 592 6 57 13 19 55 45 7 2 23 1 21 2360 93
internal_value=3.77618e-06 0.00163843 -0.00012731 0.000370144 -0.0270044 6.07065e-06 -0.00535929 -0.0373234 -0.0259026 -0.0409031 -0.0702838 0.0157357 0.000117172 0.0135222 0.00086768 -0.00331971 -0.000699866 -0.0642704 0.00241203 0.0076508 0.0374979 0.00309935 0.0318874 -0.0360739 0.00612476 -0.0476442 0.00510209 2.16559e-05 0.000138448 -0.00429342
internal_weight=58.7151 4.35895 54.3562 4.23376 0.0755756 53.7419 1.09026 0.158493 0.134545 0.12027 0.0791904 0.0410791 52.6516 0.0489874 4.15819 1.12037 1.0742 0.0461725 3.03781 1.16383 0.281533 0.113988 0.0892372 0.0364449 0.0220343 0.0140171 0.00699053 52.0291 50.658 1.37111
internal_count=4034 949 3085 934 59 3027 498 291 275 274 150 124 2529 53 875 640 597 43 235 222 209 190 133 88 81 79 56 2497 2381 116
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 2 1 1 0 2 2 2 1 0 1 1 2 2 2 0 0 1 0 2 0 1 2 2 0
split_gain=0.00115054 0.00599491 0.00759251 0.0304367 0.0188479 0.0176443 0.00623561 0.0058094 0.00447295 0.0212864 0.0324699 0.0358789 0.0411215 0.0165191 0.0492668 0.0130959 0.0127902 0.0209868 0.0115673 0.020816 0.0482335 0.244634 0.0808809 0.0353754 0.0218309 0.0240002 0.0207765 0.0101348 0.089406 0.0665248
threshold=41.218101594450012 40.844669808050007 0.34479506600000004 0.34527409360000011 0.42290649980000011 0.48306936920000004 40.750688432250008 0.4317685099500001 0.34569324270000007 0.48098859315000003 41.827117825850003 41.919251152600005 42.141702038450013 0.34554354660000003 0.47883296910000012 0.34623214870000002 0.34587287805000005 41.741384785950011 41.319407281650008 41.872294782850005 0.48306936920000004 0.49336846205000007 0.39670967935000007 0.48271009850000007 41.571132012400007 0.56188437470000008 0.34608245260000009 42.094663496250007 42.283941020600004 0.48898236580000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 -1 -6 13 10 -10 -12 -13 -2 -15 -14 17 -11 -18 20 -20 -22 -23 -21 -24 -26 -25 -28 -29 -30
right_child=8 2 3 4 7 -7 -8 -9 9 16 11 12 15 14 -16 -17 18 -19 19 23 21 22 24 26 25 -27 27 28 29 -31
leaf_value=0.00024661455916249965 -0.00081721455169986269 0.014596948966105479 -0.017611995138909965 0.0063357524608973056 -0.0086422814179600137 0.031737248527595255 -0.0072440657399070324 0.0053027815233147261 0.10043637449827683 -0.0041480414801071666 -0.10411188751525396 0.095270965393691676 -0.075297304615056695 0.0058885011532434214 -0.039945328833143945 0.020744274968982838 0.010181637894169602 0.020389148559997159 -0.0021589537667844158 -0.049223694173704202 -0.11023804756462884 0.075666955170364494 -0.10097068316377074 0.019029169495748625 0.049872873505006667 -0.10067590980922254 0.0055221932906968432 -0.093092963709825949 -0.06781848055725874 0.00072847596243821671
leaf_weight=25.426224915093133 12.236393915370908 0.59560098208572698 0.6129366118111651 0.67161686194049275 0.56840289755780282 0.46126306118094362 1.1621047629940182 0.62968372627722147 0.053083254993908091 0.63271817658096441 0.023525725522489438 0.053052237735869312 0.028332962146905061 0.52697559421011853 0.42258534499342204 0.028457839726167666 0.92268865020308055 0.77619247554684989 1.5673908777534968 0.14209659182233636 0.23849694758246176 0.15529234968380479 0.038595519516349874 0.60320784896612067 0.032038445047938069 0.015816822022587385 2.4455751031240123 0.10596001899703811 0.14435819518499204 7.3615232285240637
leaf_count=1655 565 21 10 13 10 40 30 53 27 7 4 7 47 18 29 106 42 59 8 6 6 29 34 5 19 47 90 41 22 984
internal_value=2.8208e-06 0.000433892 0.00430007 0.00221684 0.00743091 0.0166782 -8.0783e-05 -0.00131311 -0.000452005 0.000707313 0.0342901 0.00796267 0.0319663 -0.0018032 -0.014509 -0.0271709 0.000294877 0.00936991 -0.000633451 -0.00141 -0.0106545 -0.0383818 0.0325095 0.000342263 -0.0450145 0.000114436 0.00100293 -7.82164e-05 -0.00187755 -0.000589866
internal_weight=58.6822 30.1278 3.5395 2.9439 2.33097 1.13288 26.5883 1.19809 28.5544 15.3684 0.186452 0.133369 0.109843 13.186 0.949561 0.0567908 15.182 1.40891 13.773 12.8504 2.04763 0.48024 0.241743 10.8027 0.0864508 0.0478553 10.6606 10.0574 7.61184 7.50588
internal_count=4034 1832 147 126 116 53 1685 63 2202 1590 191 164 160 612 47 153 1399 66 1333 1291 143 135 129 1148 100 66 1142 1137 1047 1006
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 2 2 2 1 2 1 0 1 2 0 2 0 2 2 0 2 2 0 2 2 2 2 0 0
split_gain=0.00111327 0.019603 0.00652557 0.00404443 0.0197816 0.00268378 0.017067 0.010656 0.022827 0.01811 0.030521 0.0169606 0.00326887 0.00247257 0.0166273 0.103696 0.0339356 0.0232153 0.0100777 0.00894113 0.00568378 0.0103315 0.0236217 0.0279894 0.0192181 0.0165356 0.0096957 0.0151953 0.00397143 0.0067496
threshold=43.752965619700007 43.832725745850006 43.525909308350002 0.31060447290000009 0.39606598605000004 0.47396784530000008 38.121007182500009 38.969453495950006 39.011793722550003 0.32388251845000005 42.488347682450005 0.32058920395000007 0.47515044460000005 0.31100865245000009 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.835088602800006 0.50706565670000014 48.457543166250012 47.927946529500012 0.48637765340000011 44.169240047700008 44.421469061800003 43.89540535710001 47.709122305950011 0.47565941140000007 0.46495613905000005
decision_type=2 2 2 2 2 2 2 2 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 6 -1 -8 -9 11 -11 -10 -7 -5 20 -16 -17 -18 -19 -20 21 22 23 24 -15 -26 -22 -28 29 -27
right_child=1 3 -4 13 -6 12 7 8 9 10 -12 -13 -14 14 15 16 17 18 19 -21 26 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=4.5335610143345785e-05 0.04091095048416632 0.012352507402902453 -0.010356630306190391 0.0035907067808806886 -0.10169280465136565 0.0073245042164048124 -0.10134530615295523 0.10043091476031502 -0.10023034612322695 -0.10147883449915936 0.061732844750451515 0.052493093655621798 1.0366556928435192e-05 -0.10067573846645857 -0.11852013631424912 0.065186490549548795 -0.10113920832666388 0.097467586629713263 -0.10022253487424548 0.029128881734316998 -0.00086432180000765065 0.0027636914149763037 0.10002046068865794 0.088747291862374192 0.054887445319000076 -0.10005469004159212 -0.10065646826281223 -0.0088219088237154707 -0.10034786687569988 0.099281309141062743
leaf_weight=0.93164680009952527 0.12289648506256057 0.048637104344660176 0.61595979145599145 1.7973644772428086 0.022129194420358544 0.61831759383190288 0.021703116426063929 0.012919199652969837 0.0096490474371884183 0.058456322567181473 0.014250893833203548 0.029512392604374327 51.929912451967702 0.02354347884886554 0.080100558177946257 0.082792655184675823 0.027519460709299892 0.011667615788610419 0.0082318949542550257 0.015231330542178512 0.99648676956257953 0.89946761261671782 0.037385321687906981 0.0297557977936731 0.030259896549978293 0.0035363817826237201 0.025453883546597722 0.061672792211282967 0.011721537665152937 0.0032687812254152959
leaf_count=207 15 53 58 11 17 32 16 1 107 123 27 17 2497 18 5 12 9 5 36 214 27 6 5 42 9 79 311 49 24 2
internal_value=8.44278e-07 0.00154215 -0.000122453 0.000394608 -0.0233104 -4.90137e-06 -0.00494375 -0.0366731 -0.0254253 -0.0399599 -0.0694887 0.0148633 9.64296e-05 0.000799271 -0.00133745 -0.0271522 0.0231674 -0.0323611 0.0215157 -0.0162531 0.00140564 0.00669047 0.0320148 0.00711013 -0.0264745 0.0093336 -0.00366132 -0.0356512 -0.0650701 -0.00430595
internal_weight=58.5815 4.33912 54.2423 4.21623 0.0707663 53.6264 1.07814 0.146491 0.124788 0.111869 0.0727072 0.0391614 52.5482 4.14546 2.3481 0.225544 0.145443 0.0626503 0.0351308 0.0234632 2.12255 1.03894 0.139471 0.102086 0.0723301 0.0487866 1.08361 0.0871267 0.0185267 0.00680516
internal_count=4034 949 3085 934 70 3027 498 291 275 274 150 124 2529 864 853 281 276 264 255 250 572 185 179 174 132 114 387 360 105 81
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 0 1 1 1 1 2 2 0 0 0 1 0 1 0 0 1 2 2 2 2 2 2 1 2 2
split_gain=0.00103634 0.0121595 0.0108683 0.00737208 0.00280761 0.00385687 0.00161427 0.00258334 0.00126497 0.00854927 0.0359683 0.0170403 0.0152828 0.0206312 0.0168578 0.00393374 0.00931399 0.0055971 0.00607925 0.0138972 0.00618673 0.00594501 0.00808546 0.0112575 0.00319637 0.007987 0.00432862 0.00205532 0.00204826 0.00173897
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.58415915690000009 0.59897907245000015 0.46187239905000005 0.48459626955000007 0.42780156285000009 0.43691805635000008 42.310579034350006 41.827117825850003 0.54386096225000014 0.56294721715000018 0.54562737640000014 0.42114008565000011 0.54797760550000019 0.41988263825000011 0.5398790455000001 0.54228915300000013 0.41714319930000004 37.784765830350004 40.340071172300007 41.178189531300006 38.625745710700009 39.458743938000005 41.147265497500008 0.43639411995000005 42.599563320500003 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 -5 6 -6 -8 15 10 11 12 -10 14 -14 17 -17 18 20 -20 29 -21 -23 -24 -11 -26 -27 -12 -28 -1
right_child=1 2 3 4 5 -7 7 -9 9 24 27 -13 13 -15 -16 16 -18 -19 19 21 -22 22 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.0013000887625346323 -0.10014995765697859 0.0011206259551814902 -0.10033379625087557 -0.10016496054011968 0.099649639286858355 -0.10006916358408689 -0.10005285027390026 0.081497613301004912 0.071966111091462739 -0.0066974046957049838 -0.10098337140288956 0.078482408823123073 -1.9772601279296982e-05 0.034689062902711724 -0.10071380000859453 -0.013345036672135796 0.0033386513682781833 0.0082576161828535333 -0.017828206905119 0.004597289906961251 0.0075857016606368779 -0.014476547142426271 0.010067198667428291 -0.00951518440680197 0.011003391569315563 -0.0076830332264097847 0.0062805431735212351 -0.053057139377461177 -0.0010155853047019113 0.00031384213412278373
leaf_weight=8.0438344082544102 0.012906041046945371 0.55746961253850458 0.018284946481726294 0.0021865803207421495 0.0041738526060726144 0.0019320246109053585 0.0013492799820249424 0.0018700155174258271 0.040907413640668522 0.53569591492600954 0.01716265820831131 0.058268178021535277 0.045809914128085438 0.09343313032337619 0.026098325448568716 0.70530003528099772 0.63668688382693972 0.818543476098056 0.60980243815356461 1.0924967397670005 1.111949979408833 0.57864807257101336 0.56898015039041616 0.60649947376657565 0.70625859836582128 0.70453775338091906 0.61003843028538529 0.018695455475608469 1.0419719309125706 39.263339983046208
leaf_count=676 393 99 76 49 2 312 18 28 12 36 67 9 8 25 53 34 38 28 20 30 18 24 6 81 24 53 25 7 103 1680
internal_value=-5.24791e-07 -0.00413457 -0.00202449 -0.0608667 0.00182167 0.0257356 0.0586118 0.00540568 4.23015e-05 0.00178187 0.0179897 0.0307304 0.0172398 0.00369986 -0.0365656 -8.32139e-05 -0.00542969 5.29476e-05 -7.65137e-05 -0.00412822 0.00021272 -0.00119342 -0.00479996 -3.65112e-05 0.000428968 0.0016754 -0.00112021 -0.0759959 0.00167866 3.94188e-05
internal_weight=58.5351 0.600172 0.587266 0.0297967 0.0115118 0.00932517 0.00739315 0.0032193 57.935 3.89888 0.300375 0.264517 0.206249 0.165341 0.0719082 54.0361 1.34199 52.6941 51.8756 3.45643 48.4191 2.84662 1.75413 1.17548 3.5985 3.06281 2.35655 0.0358581 1.65201 47.3072
internal_count=4034 977 584 485 409 360 48 46 3057 422 181 107 98 86 61 2635 72 2563 2535 161 2374 141 111 87 241 205 181 74 128 2356
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 2 1 0 0 2 2 2 1 1 0 0 0 0 2 0 0 2 1 2 0 0 0 2 2 1
split_gain=0.00106483 0.0128201 0.00996483 0.00901494 0.00586381 0.0231811 0.00530091 0.00402323 0.00523013 0.00316416 0.0068548 0.00489494 0.00282887 0.00203703 0.00427325 0.0179052 0.0292711 0.0350956 0.0105924 0.0079924 0.0198481 0.017231 0.0180565 0.00324766 0.00203922 0.00189827 0.00307903 0.0189595 0.0595251 0.0135624
threshold=0.45280081435000008 40.636252116050009 41.571132012400007 41.605323437500005 0.46280051495000007 38.903925214650009 0.46476153410000004 0.58415915690000009 0.58650938595000024 40.583589072600013 39.184300550350009 39.337369931850013 0.48459626955000007 0.44922307715000004 0.55769288345000012 0.5654770815500002 0.56341127510000011 0.56294721715000018 42.310579034350006 0.56915960600000015 0.57152480465000022 41.243661560350013 0.43837010870000009 42.558389508100007 0.56341127510000011 0.55609113500000007 0.54646567465000018 37.999598532650005 41.092444989200011 0.42473279245000012
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 -2 6 -6 -5 -9 10 -7 -12 -10 14 25 16 17 18 -16 -17 -21 22 -22 24 -15 26 -1 -28 -29 -30
right_child=1 2 3 7 5 9 -8 8 12 -11 11 -13 -14 23 15 19 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=7.8689171439915275e-05 -0.0025854606563836396 -0.10136738273985985 0.10017187944293367 -0.10016954612276624 0.02878772459024433 0.10010200554496161 -0.10074315068047496 0.08500594850845844 -0.10028429180984988 0.096521362389829293 0.038902003715908101 -0.10052638526408242 0.033492389262538856 0.001941794791823017 -0.016995105929471049 0.0036220413286500337 -0.10213799388058256 0.075467907268104692 -0.10073173861375107 -0.10187277498491797 0.093164795154742464 -0.10027010892042115 -0.020125147494475984 -0.0013121335986084367 0.0098669031167051054 0.0058117756146185131 0.0040039138053124387 -0.10103433600646761 -0.017180022031762335 0.044920644034915885
leaf_weight=52.881050113574958 1.0218766851138432 0.022903088446341591 0.0057305912282927798 0.0074532347855620342 0.0041928536647901282 0.010274570553889362 0.012818017295040431 0.0040777458289085189 0.0048557731495009193 0.021340092560194535 0.006593452141828493 0.0040735706257559734 0.0023436338223734587 0.59736256347969108 0.036801276034338026 0.62199163846040051 0.048846032537937845 0.033534524016431533 0.025625585753090263 0.026063500901955194 0.022748918214972491 0.013974031093933803 0.036870428615014106 1.0036956378737611 0.71126240185199663 0.56558852803286086 0.5308830240458623 0.078392917042947374 0.091647536333738344 0.057065226079430431
leaf_count=2595 88 77 6 116 7 16 242 4 47 6 10 53 301 8 23 34 22 6 29 17 25 62 35 11 43 24 28 46 43 10
internal_value=-3.61594e-07 -0.00304233 -0.053965 -0.00958156 -0.000811501 0.0297618 -0.0688163 -0.0431608 -0.00548288 0.069422 0.0418069 -0.0143435 -0.0567358 5.94634e-05 -6.2623e-05 -0.00702989 -0.039121 -0.0070442 -0.0513681 -0.000590431 -0.0268819 -0.000323428 0.0231028 0.00296712 0.00624924 4.87481e-05 -1.20192e-05 -0.00634029 -0.0305209 0.00664973
internal_weight=58.5119 1.12853 0.0473641 0.024461 1.08117 0.0592926 0.0170109 0.0187304 0.0112772 0.0422817 0.0209416 0.010667 0.00719941 57.3834 55.0711 0.866456 0.144807 0.0959614 0.0624269 0.721649 0.0996569 0.0735934 0.0596193 2.31232 1.30862 54.2046 53.639 0.757989 0.227106 0.148713
internal_count=4034 973 551 474 422 334 249 468 352 85 79 63 348 3061 2999 253 80 58 52 173 139 122 60 62 51 2746 2722 127 99 53
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 1 0 1 1 2 2 0 0 2 1 2 0 0 1 0 0 1 2 2 2 1 1 2 0 2
split_gain=0.00120714 0.0110281 0.0088603 0.00517215 0.00516892 0.00354387 0.00280437 0.00117084 0.00735129 0.0311969 0.0156589 0.0131064 0.0173538 0.00993839 0.00310974 0.00981627 0.011577 0.01445 0.00466376 0.00479564 0.0112298 0.00531828 0.00437027 0.00630803 0.00927632 0.0027211 0.00657492 0.00611575 0.00455238 0.0302971
threshold=0.5718990449500001 40.00488309970001 40.890797847750008 0.57294691775000006 0.4591329601000001 0.46112391845000006 0.59734738480000016 0.42780156285000009 0.43691805635000008 42.310579034350006 41.827117825850003 0.54386096225000014 0.56294721715000018 40.636252116050009 0.42114008565000011 38.400997490450003 0.55677973715000018 0.54499865270000014 0.41988263825000011 0.5398790455000001 0.54228915300000013 0.41615520495000008 37.784765830350004 40.340071172300007 41.178189531300006 0.44922307715000004 0.45107930900000009 38.748048509250005 0.56859076075000015 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 14 9 10 11 -9 13 -13 18 -16 17 -17 19 21 -21 -1 -22 -24 -25 -10 -27 -28 29 -29
right_child=1 2 3 4 5 6 -8 8 25 -11 -12 12 -14 -15 15 16 -18 -19 -20 20 22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-4.1051306318702558e-05 -0.10013534300740168 0.00074292780921035595 0.025213605367242289 -0.10026341360531843 0.054127841476207396 -0.10012526868373915 0.033901791438026151 0.068246209393759485 -0.0052188653342322136 -0.073091191311613443 0.07718057596251679 0.016431014846800686 0.032848542790441242 -0.062493395954523127 0.0056378155220810182 -0.053560544319120232 -0.0034393969551390854 -0.0066484688144617422 0.0075532630220619297 -0.015935006892069919 0.0039577816657232279 0.0050724565447752158 -0.012638602839940508 0.0093457431487685219 -0.0084539420944588928 0.011286608965922889 0.0084682449280327442 -0.053223933777538639 0.00053716062493409098 0.00046216922342767145
leaf_weight=46.281616730448398 0.01181747964778046 0.53868997755888159 0.0074913473490596507 0.018679045239895942 0.0044959999221134694 0.0050509013668762481 0.0022595823359727873 0.038925122898419151 0.6756288630435282 0.033710690930053355 0.053803789138328284 0.024947919558570675 0.088221465122984455 0.044260990296606906 0.53594853972924628 0.12557965673408944 0.53813129624177236 0.13760809410541697 0.81443192341430304 0.61408941494846603 1.0876264743130835 2.1274097917582386 0.58033582183088572 0.56416533258743562 0.60866992477696158 0.58645777282072264 0.56660281326480832 0.13037750924650016 1.0812819923012282 0.54257189888379642
leaf_count=2352 393 71 12 69 5 95 332 12 74 74 9 50 25 11 14 20 17 21 28 20 30 22 24 6 81 7 23 37 21 79
internal_value=-1.68103e-06 -0.00450792 -0.00254825 -0.0492326 -0.0675266 -0.0157337 -0.0586991 4.41334e-05 0.0017251 0.0172156 0.0293851 0.0162885 0.00344182 -0.0340433 -7.62012e-05 -0.00483842 -0.0118453 -0.0290325 4.46903e-05 -7.32187e-05 -0.00367268 0.00018367 -0.00102195 -0.00411126 0.000108186 0.00049781 0.00182631 -0.000564233 -0.00348165 -0.009939
internal_weight=58.4709 0.588484 0.576667 0.0379769 0.0304855 0.0118065 0.00731048 57.8824 3.86679 0.28387 0.250159 0.196355 0.15743 0.0692089 54.0156 1.33727 0.801319 0.263188 52.6783 51.8639 3.45489 48.409 2.8408 1.75317 1.17284 3.58292 2.90729 2.32083 1.75423 0.672949
internal_count=4034 977 584 513 501 432 427 3057 422 181 107 98 86 61 2635 72 58 41 2563 2535 161 2374 141 111 87 241 167 160 137 116
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 1 2 1 2 2 2 2 2 2 2 1 2 0 2 2 0 2 2 2 1 1 1 0
split_gain=0.00125971 0.00212246 0.0104225 0.00931219 0.0437561 0.0256105 0.00963898 0.0775823 0.0615517 0.0494402 0.011852 0.0106432 0.0146966 0.00661319 0.00654431 0.00373944 0.0220285 0.00296508 0.0135514 0.0519727 0.0243773 0.0117033 0.0283286 0.00972442 0.0106456 0.0185866 0.0550333 0.0177768 0.0152492 0.0370251
threshold=35.171584490050009 38.969453495950006 38.748048509250005 0.50706565670000014 0.52005927965000021 0.49094338495000006 0.54386096225000014 0.40667944075000007 38.625745710700009 0.45280081435000008 38.400997490450003 38.121007182500009 37.137227079750012 39.110279783550006 36.79544512155001 39.420767558750008 39.525197829750006 0.34575312120000007 40.003678352300007 0.52092751715000019 39.792680591700012 40.280372415600006 0.5216909673500002 40.377444152000002 40.844669808050007 41.243661560350013 0.42290649980000011 0.34587287805000005 0.42039160505000012 0.57402472980000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 10 -8 9 -9 11 12 -6 -3 -7 -15 -17 -18 19 -19 -21 22 -20 -23 28 26 -26 -27 -25 -30
right_child=1 13 -4 4 6 14 7 8 -10 -11 -12 -13 -14 15 -16 16 17 18 21 20 -22 23 -24 24 25 27 -28 -29 29 -31
leaf_value=-0.0026112446723946486 -0.00031242514069619386 -0.0094380744965568732 0.012823127403029528 -0.043492682471661541 0.0064751273608490327 0.010167426992308446 0.099408802648202663 -0.10108696545471363 0.10179843620262999 -0.0016511368596349866 -0.015201575941258774 0.011234354928519959 -0.013762723688417067 0.0066429874813094597 0.034717807361633581 -0.022950865275972312 -0.00071155323534754318 0.040249854194282272 -0.039846105859038201 -0.014013205771655915 0.010000600701621475 0.012899793428169291 -0.00051059267990739106 -0.0014012347913397929 0.037929352350001749 0.011296229194341747 -0.0008063282818265142 -0.00086302975609149906 -0.049524012675928403 -0.0021376812709684614
leaf_weight=1.7930663936802265 1.6415108914353509 0.75340568086222148 0.75539316798372613 0.24562430367771559 0.69785601415068865 0.16786367984605011 0.086362597125116847 0.055448998975434094 0.052484541213766889 0.50909317921451058 0.57786880197602375 0.68271908041810991 0.7386168964362696 0.83360105899087855 0.3074429987827898 0.41866962677923325 23.655492304631238 0.41435498640021462 0.24736777140514021 0.67743024967894649 1.1243496455643751 0.6240269083160993 0.70454945662660862 3.1750130639457406 0.53134430533828236 1.3180129818666788 1.184238449578906 13.703905976514585 0.24140275176080184 0.52022458267375526
leaf_count=371 135 48 46 25 64 18 3 85 3 145 19 15 35 60 37 47 848 34 21 46 32 35 75 50 45 80 65 1484 29 34
internal_value=-1.66723e-06 8.09365e-05 0.00177843 0.0003307 -0.00273221 0.00560636 0.000212034 0.0106375 -0.00178746 -0.0114177 -0.00250691 0.00095472 -0.00393093 -0.000139796 0.0260474 2.08834e-06 -0.000111958 8.67454e-05 0.000858591 0.0083158 0.000971929 0.000115845 -0.0107324 0.000600706 0.000229471 0.00132997 0.0111908 0.000203815 -0.00444954 -0.0171571
internal_weight=58.4387 56.6457 6.51829 5.76289 3.64607 2.11682 3.40045 0.703389 0.617027 0.564542 2.69706 2.11919 1.43647 50.1274 0.475307 49.374 48.5404 48.1217 24.4662 2.21613 1.80178 22.2501 0.951917 21.2982 20.6741 16.7375 1.71558 15.0219 3.93664 0.761627
internal_count=4034 3663 630 584 394 190 369 236 233 230 133 114 99 3033 55 2985 2925 2878 2030 112 78 1918 96 1822 1787 1674 110 1564 113 63
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 2 1 1 0 0 0 2 1 2 2 0 0 0 0 1 1 1 2 2 0 1 1 0 2
split_gain=0.00101997 0.00195788 0.0167899 0.0124612 0.00451294 0.00331204 0.0199367 0.0194793 0.032088 0.00717488 0.00222048 0.00303301 0.00213952 0.00356971 0.00174056 0.00850506 0.00754961 0.0360941 0.0210923 0.00803987 0.070233 0.0534675 0.0120319 0.0155444 0.00585196 0.0123682 0.0731283 0.0375528 0.0245198 0.0148837
threshold=35.171584490050009 34.883496062400006 0.36575252235000005 0.49485045360000007 0.34398670700000006 0.38052752915000004 34.654301448200009 0.38552737940000009 0.38906020780000011 0.54386096225000014 0.5681267027500001 0.56859076075000015 33.151194885250007 0.31100865245000009 38.969453495950006 38.748048509250005 0.50706565670000014 0.52005927965000021 0.49787431515000008 0.54386096225000014 0.40667944075000007 0.45206730335000006 0.42039160505000012 37.137227079750012 39.896141435400004 0.5223196910500002 0.37003383130000006 0.39072183470000005 0.47943175355000006 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -4 7 -7 -9 -10 -11 -12 13 -1 15 16 18 -18 -2 22 -21 -22 23 -19 25 26 28 -27 -16 -29
right_child=14 -3 5 -5 -6 6 -8 8 9 10 11 -13 -14 -15 24 -17 17 19 -20 20 21 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.10004328439637084 3.2857673324807416e-05 -0.0048663607236491858 -0.0054518674089912185 0.10048668346098003 -0.10016197710386794 0.10015320339508527 -0.10111945207584674 -0.1008439603739501 0.078287595415110267 -0.1001017928900968 0.10006200739085458 -0.10002825766774877 0.053555063192097699 -0.10010783081244988 -0.020511416997392191 0.011631445137458582 -0.03977880249794518 0.0065333502909789209 0.024922113330678019 0.098835160909786723 -0.10099179055523325 0.0072230388906572105 0.010434403590944594 -0.011751397875909918 0.000190251511046288 0.028001082951729372 -0.050830883633110793 -0.018051796361126846 0.0096115452303540197 0.0010084703137969327
leaf_weight=0.0013079256750399698 1.6866020669046351 1.1348109847531374 0.52019399454536597 0.028737454122165218 0.0041217200072153756 0.028243463719263666 0.012866437837966149 0.020575939677655697 0.028316131039900938 0.0031040037596312678 0.0018727490678429604 0.0012722048757406526 0.0074710425669763936 0.0027959208392647206 0.38582782173581287 0.74981497777472572 0.2419076228025151 0.69104411470051852 0.42660994228936022 0.078575361578259506 0.049729261247001944 0.55769520693934771 0.58528382163058257 1.4209906551770215 46.171043887909157 0.41844477038830552 0.35229353711474676 0.60421275146352105 0.90186048252417095 1.2725243866311142
leaf_count=1 151 32 10 11 35 7 9 5 8 24 1 152 14 62 36 46 25 58 39 3 84 149 11 64 2765 17 35 30 37 113
internal_value=-1.36935e-07 -0.0023465 0.00198042 0.0613484 -0.0103062 -0.00229889 0.0147415 0.0326192 -0.00197202 0.0568846 -0.0400998 0.019121 0.0216907 -0.0363182 7.43109e-05 0.00161544 0.000306696 -0.0024626 0.00505744 0.000205511 0.00987175 -0.00163641 -0.00225287 -0.00576875 -0.00012525 -0.00382701 -0.0104593 0.000911947 0.000585854 -0.00512795
internal_weight=58.3902 1.79569 0.660879 0.0444341 0.0156966 0.616445 0.0962509 0.0833845 0.055141 0.0345651 0.00624896 0.00314495 0.0115749 0.00410385 56.5945 6.48825 5.73844 3.62523 2.11321 3.38332 0.686 0.607424 2.69732 2.11203 50.1062 3.93516 1.63998 2.29518 1.28769 1.87674
internal_count=4034 371 339 123 112 216 206 197 190 185 177 153 77 63 3663 630 584 394 190 369 236 233 133 122 3033 268 108 160 73 143
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 0 0 2 1 1 2 2 0 0 0 0 2 2 1 0 2 2 1 1 1 2 2 2 0
split_gain=0.000975247 0.0160921 0.00525863 0.00720989 0.0134637 0.00517684 0.00237597 0.0389714 0.0433965 0.0150602 0.0352471 0.00670016 0.0775338 0.123029 0.0584902 0.0302291 0.0114184 0.0127871 0.0244914 0.0214163 0.0200286 0.0142842 0.0159789 0.0411646 0.0862848 0.0631498 0.0458635 0.0251741 0.0133419 0.0113043
threshold=43.752965619700007 43.832725745850006 0.39606598605000004 48.778770352700008 0.30584413640000002 43.525909308350002 0.48537468940000006 0.48351845755000006 40.206947806850003 0.34587287805000005 0.34530403280000005 43.157831852650006 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.48797940185000005 42.388109226950007 42.094663496250007 0.35374689380000007 0.53928026105000015 42.066503896600004 41.243661560350013 0.4019490434500001 0.42039160505000012 0.37003383130000006 41.827117825850003 41.092444989200011 42.558389508100007 0.54562737640000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 -1 -9 10 -8 12 16 -14 -15 -16 -11 18 21 -19 -20 22 27 25 -25 -24 29 -18 -21 -26
right_child=1 2 -4 -5 -6 -7 9 8 -10 11 -12 -13 13 14 15 -17 17 19 20 28 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.00020543477340395763 0.037424436479283639 0.0075595891755300057 0.00088132507238149443 0.014516859806467395 -0.10143852452090359 -0.0092086053696445892 -0.0081150196911965802 0.0033352542780454605 -0.032986008415158231 0.012600444881587416 0.026416151122690735 0.0076512356604744401 -0.10396970729860217 0.07165338331799076 -0.10201176492916648 0.013408796598218234 0.00010926356841598102 0.016645641893896071 -0.027521519736391706 0.010498541308853113 -0.0013221177972301589 0.015251613771463592 -0.015674285306229201 -0.10425635168571112 0.026842865467924679 0.021491416039649269 0.077121797549099591 0.028937205552088608 -0.0069444544061511172 -0.075684541371857775
leaf_weight=24.942131550052039 0.12084670368836725 0.021247335980234427 4.1108984378993547 0.027170147921424359 0.024285448847280122 0.61885662974206823 0.51853220292832591 0.57910360628738888 0.76152666240523104 0.75250911596232128 0.68754344002809376 1.1351723852600333 0.18236903364595591 0.086808538449986372 0.044493393585957497 0.046308040939834427 16.204959444787878 1.1846743132919066 0.60422660652238736 0.69456277322296944 0.5642907267744306 0.59805205464362998 1.4165114237694063 0.12654357606902511 0.014495292455222852 0.67505426249863365 0.058831972135635624 0.30868891033071832 1.1894620855097171 0.041663274338259004
leaf_count=1058 15 34 875 16 9 58 33 5 42 19 21 54 16 10 26 41 1265 7 30 44 48 10 30 16 4 61 43 29 33 82
internal_value=3.939e-07 0.00144902 0.000409839 -0.0262497 -0.0505758 -0.000114999 -9.64903e-06 -0.000687305 -0.0172965 0.000646706 0.01157 0.000138625 -0.000205327 -0.0462767 0.0129622 -0.0431482 0.000473415 8.80719e-05 -0.000808491 0.00611054 -0.0148695 3.6494e-05 -0.000446318 -0.0081929 -0.0472808 -0.00367903 0.0154192 0.000648143 -0.000513937 -0.0492208
internal_weight=58.3418 4.30445 4.1836 0.0727029 0.0455328 54.0374 53.4185 26.2828 1.34063 27.1358 1.20608 25.9297 24.7945 0.359979 0.17761 0.0908014 24.4345 23.682 20.6133 3.0687 1.16852 19.4448 18.8467 2.3331 0.241534 2.09157 0.114991 16.5136 1.88402 0.0561586
internal_count=4034 949 934 59 43 3085 3027 1105 47 1922 54 1868 1814 93 77 67 1721 1702 1618 84 78 1540 1530 236 145 91 129 1294 77 86
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 2 1 2 0 0 2 0 0 1 0 2 2 0 0 0 1 1 1 2 2 2 2 0 0
split_gain=0.00107244 0.00909475 0.0263678 0.0154912 0.0152455 0.00810929 0.0259312 0.0108949 0.0198722 0.185917 0.0144468 0.0102883 0.00753191 0.0241487 0.00659693 0.018519 0.00571041 0.0044454 0.0677156 0.0670582 0.0641094 0.0884216 0.131291 0.0528363 0.0396189 0.0236886 0.0135312 0.0139033 0.038209 0.0618983
threshold=0.34530403280000005 0.4815274992000001 0.48271009850000007 0.48098859315000003 43.018222997350009 0.34515433670000012 41.218101594450012 0.34494476210000008 40.633548727200008 0.47754558250000007 0.47961138885000004 41.741384785950011 0.47754558250000007 0.47721625100000004 0.34542378970000004 0.47961138885000004 41.092444989200011 42.388109226950007 0.4815274992000001 0.48119816770000007 0.4871261339500001 0.34575312120000007 0.3459626957000001 0.34545372890000009 42.536568606950006 43.426640904350009 42.094663496250007 42.360359531950003 0.49094338495000006 0.52404119640000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 16 7 -7 10 -9 -10 12 -8 13 -1 15 -2 -4 26 19 23 21 -20 -23 -19 -22 -25 -16 28 -28 -30
right_child=14 2 4 -5 -6 6 11 8 9 -11 -12 -13 -14 -15 17 -17 -18 18 20 -21 24 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.00020383514124995111 0.00058381204145049848 0.015626497756039446 -0.001478693428342834 -0.017009618117999472 0.0077736989536693196 0.015718497073354234 -0.012732822613661644 0.0052298790149617521 0.0058339983526904116 -0.10553880129982474 0.013561085690041505 0.0046572352534266686 -0.0056261191475045396 0.038166066006324002 -3.5465768067211056e-05 -0.017228065535043489 -0.013712265768663558 0.075469452960662667 -0.10684348979013727 0.1017921534120757 0.023220997994673569 0.10079777326942652 -0.062628039335782454 -0.086736774569880992 -0.00035254433251417845 0.015223227502660187 0.024308387139253332 -0.0047764788059685226 -0.1089242053765215 0.00060174795462638675
leaf_weight=4.6881947646573359 1.8438855073070635 1.4466435136273492 0.75566470692865573 0.55338894808664996 1.1032304106047375 1.2123021152801823 0.7087159931940048 0.57214111185300065 0.67879146645444166 0.19236195371513531 0.73390790808480222 0.65428677867976148 2.4892263799156353 0.16997287953563489 30.145505596777859 0.85408651504258148 0.77071586507372558 0.063637411978561764 0.13002079678699363 0.1332321745576337 0.80947499155490721 0.078174594047595747 0.13243719975449153 0.052884457287125652 5.9782035414743193 0.040038014601975647 0.091518966323802742 0.96948211469500478 0.10163296732935123 0.1048136798776298
leaf_count=556 43 17 12 7 9 17 7 10 69 19 10 52 37 10 1771 29 29 13 15 3 41 53 13 74 920 106 13 21 7 51
internal_value=-9.89349e-07 0.000675002 0.00478294 -0.000648371 -0.00118249 9.99106e-05 0.00507854 -0.00124623 -0.00924922 -0.0187586 0.000183075 -0.00438501 -0.00115321 0.00113861 -0.000273305 -0.00505482 -0.0076558 5.89134e-05 0.00226069 0.0496465 0.000334287 -0.0419993 -0.00196787 0.00527058 0.00245875 -0.0428047 -0.000461032 -0.0105829 -0.029475 -0.0533175
internal_weight=58.2586 16.7295 4.07625 12.6533 2.62961 12.0999 2.5753 9.5246 1.44329 0.871153 8.0813 1.363 7.34739 4.85817 41.529 2.69797 1.52638 38.8311 7.4181 0.289792 7.12831 0.340633 0.210612 0.15656 6.78768 0.0929225 31.413 1.26745 0.297966 0.206447
internal_count=4034 861 67 794 50 787 76 711 98 88 613 59 603 566 3173 72 41 3101 1238 196 1042 81 66 193 961 180 1863 92 71 58
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 0 0 0 0 2 0 0 0 2 0 2 2 2 2 0 1 1 0 0 1 0 2 2 0
split_gain=0.00106451 0.00546587 0.0126605 0.00957665 0.00524535 0.0172211 0.0127512 0.0114059 0.0195295 0.0184347 0.00950369 0.0243368 0.00964722 0.00417684 0.0049238 0.00339384 0.0179462 0.097686 0.0155348 0.00867178 0.00694456 0.0336488 0.0174821 0.00548232 0.00745743 0.0286338 0.00991202 0.00588545 0.0218386 0.0152036
threshold=0.34467530910000005 0.34485494450000004 0.47943175355000006 0.34488488370000009 41.898943182100005 0.4815274992000001 0.39718870690000002 0.48271009850000007 0.47464147780000004 0.42569084760000003 40.377444152000002 0.47817430615000006 0.46898296455000005 0.39672464895000009 48.86568841230001 0.4778150355000001 41.385032804600009 41.646178195200001 41.32819714970001 40.720231579350006 0.47721625100000004 0.34524415440000006 0.34584293880000011 0.47865333370000007 0.47961138885000004 0.34554354660000003 0.47997065955000012 42.456897412850005 42.536568606950006 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 10 13 8 9 -8 11 12 -1 14 -6 16 18 -18 19 -5 21 -19 -23 -17 25 -25 -26 -28 -29 -30
right_child=1 3 -4 15 6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 23 17 20 -20 -21 -22 22 -24 24 26 -27 27 28 29 -31
leaf_value=-0.002693651197687079 -0.015718364694223396 0.018086450691699518 0.0015098196995692091 -0.0069161610106098287 0.0034995670928703254 0.01897011965218233 -0.10120081726532673 -0.0077575350599729774 -0.10131336346755496 0.0088433148097127236 0.011011181285167159 -0.019455571474965516 0.012821655223730355 0.0066046499558904976 -0.0065935701644244202 -0.0046157695055948278 0.075146427665562066 0.0016326231384725797 -0.015024712424806958 0.0083388739159721507 0.023901158272434459 -0.10136375087093041 0.019597947135629155 0.020564989211301243 -0.021521026342604263 -0.0039963462453753767 -0.0008003851818292869 0.035725280076540869 0.0087847836332114581 -0.0011210217041935518
leaf_weight=0.94593641891651381 0.72928718059063768 0.29213473387790045 1.0275678136385975 0.55322236833800609 0.97529406167676025 0.62176428455859412 0.019581962183053636 0.47743512573651969 0.038160064847943431 0.068387642074412724 0.68013458502637991 0.61417411605361838 0.69535154051482095 0.94667137879878271 0.95819785151979886 2.7590225015801471 0.20808833731507537 0.55947289246023502 0.63072088919579972 1.1415398792462381 0.086071313940919936 0.051529263076780296 0.015554708078140855 0.80029964447385182 0.21904379102488647 1.1664823702012652 32.512705132719404 0.1896030583793572 2.0771412350030678 6.0984592854773068
leaf_count=170 36 29 24 113 121 9 51 3 11 46 76 7 24 7 19 59 6 37 5 16 34 64 106 18 29 38 1810 28 99 939
internal_value=-1.8877e-06 -0.000160669 -0.00564176 3.44138e-05 0.00115085 0.00385186 -0.00160724 -0.0148232 -0.0415688 -0.0156524 0.000649787 -0.00247469 0.0038796 0.00116229 -0.00150238 -7.306e-05 0.00305155 0.0148681 -0.00162694 0.00335916 -0.00273319 -0.006392 -0.0733165 -0.000294415 -1.75529e-05 0.00599786 -0.000305433 -0.00019175 0.00217381 0.00139571
internal_weight=58.159 51.1179 1.75685 49.3611 7.04109 3.55736 3.48373 0.603565 0.12613 0.0879696 2.9356 2.25546 1.64129 2.88016 1.93349 49.069 3.2462 0.920717 2.32548 1.69476 0.712628 0.626557 0.067084 45.8228 43.0637 1.96678 41.097 40.8779 8.3652 8.1756
internal_count=4034 3490 60 3430 544 286 258 111 108 97 277 201 194 147 140 3401 381 247 134 129 241 207 170 3020 2961 56 2905 2876 1066 1038
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 1 0 2 2 2 1 0 0 2 2 1 2 0 0 0 2 1 1 1 1 2 1 1 1
split_gain=0.00153838 0.00578474 0.00838449 0.0172735 0.0144917 0.0113197 0.00563833 0.0199252 0.0286745 0.0328497 0.0353531 0.0152318 0.037883 0.0616288 0.241763 0.0108865 0.00884336 0.0412091 0.0322404 0.0129822 0.0123965 0.0131927 0.0505699 0.0595714 0.0480624 0.1043 0.0821179 0.184047 0.0385119 0.038068
threshold=41.218101594450012 40.844669808050007 0.34479506600000004 0.34527409360000011 0.37286308795000006 0.55257327625000008 0.34569324270000007 0.48098859315000003 41.827117825850003 41.919251152600005 42.141702038450013 0.34536391125000004 0.4784437592000001 0.4871261339500001 42.719328117250008 42.686561923500008 0.3459626957000001 41.741384785950011 0.48200652675000005 0.48797940185000005 0.48306936920000004 42.006870117350005 0.4019490434500001 0.42039160505000012 0.39408999735000005 0.34656148020000005 41.32819714970001 0.34739977845000009 0.35862698720000002 0.42953803780000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 11 8 -8 -10 -11 -2 -13 14 -14 -12 17 -9 -18 -19 -20 22 24 -24 25 -22 -27 -28 -29 -25
right_child=6 2 3 4 5 -7 7 16 9 10 15 12 13 -15 -16 -17 18 19 20 -21 21 -23 23 29 -26 26 27 28 -30 -31
leaf_value=-8.7436474638229047e-06 -0.00033015622961262434 0.015108142147199598 -0.012798130012784154 0.017149058403369041 -0.014834811715443355 0.0052748584114188542 0.10029601835108255 -0.0052334628150236158 -0.1037074051160659 0.094475492972048158 -0.10088996266329374 0.0051716597037151186 -0.10494927332254314 0.0079748750809838058 0.00055222874946156419 0.0030202490852343391 -0.049403581307951139 0.026028536253078601 0.012801819935510814 0.0058677317936121926 0.0035326828397637812 0.00072806757581453136 -0.10390588380843774 0.094419142129694059 0.020596620204423849 -0.1135586558650982 -0.11390622753218549 0.10058116725759279 0.0031143921788030654 -0.041782469636962187
leaf_weight=26.423024956153316 10.403082527644228 0.59690313050623744 0.6143606239347722 0.78093030405761998 0.3696231076079356 1.1533172062337653 0.048004101492548634 1.6782325678505015 0.021317797110555148 0.04844647857049722 0.0136438893875237 1.1180274758548461 0.32269586732400035 0.54431730136275291 0.66444381437031552 0.038628213764467123 0.13509066216647347 0.82750612540985435 0.68325309455394645 0.52017181366682053 1.1392581156687818 8.7290718099318561 0.11270406083735918 0.0311907551222248 0.61104020103084611 0.15100685920333479 0.12500191107392311 0.074094574549235404 0.08951858438194904 0.059987768633301242
leaf_count=1685 492 21 10 32 29 55 27 12 4 7 27 49 37 3 31 126 6 62 6 2 16 1077 15 7 16 15 2 8 41 114
internal_value=-9.40875e-07 0.000498257 0.00430935 0.00210054 0.00607348 0.000394169 -0.000531101 0.000782173 0.0348208 0.00906555 0.0329347 -0.00205412 -0.00882317 -0.01904 -0.0339362 -0.024102 0.000395463 0.00522422 -0.000828147 0.0182469 -0.000272327 -0.00107544 -0.00765199 -0.055287 -0.00321716 -0.0124333 -0.0538083 -0.0225462 0.0472536 0.00480998
internal_weight=58.1279 29.9382 3.51513 2.91823 2.30387 1.52294 28.1897 15.1372 0.17004 0.122036 0.100719 13.0526 2.64948 1.53146 0.98714 0.0522721 14.9671 3.02591 11.9412 1.34768 11.8061 11.1229 2.3938 0.203883 2.18992 1.57888 0.439622 0.288615 0.163613 0.0911785
internal_count=4034 1832 147 126 116 84 2202 1590 191 164 160 612 120 71 68 153 1399 76 1323 64 1317 1311 234 136 98 82 66 51 49 121
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 0 0 2 0 2 1 1 1 1 0 0 0 2 0 1 0 2 1 2 1 1 0 1 2
split_gain=0.00129183 0.0166889 0.0094273 0.00811403 0.00622423 0.0263843 0.0105934 0.035147 0.0189471 0.0562535 0.0166112 0.0119429 0.00673206 0.0128722 0.0107698 0.00645798 0.00564282 0.0185502 0.00448667 0.0206599 0.0197681 0.0813995 0.0246007 0.0145888 0.0199445 0.102196 0.0127323 0.0466274 0.00912345 0.00803932
threshold=41.436838994450007 41.535369675400013 41.385032804600009 41.571132012400007 0.47769527860000011 40.80591513400001 0.47736594710000008 0.47515044460000005 38.969453495950006 0.47396784530000008 39.525197829750006 0.34219035360000005 0.3453339720000001 0.34512439750000007 0.34542378970000004 0.47976108500000009 0.47916230050000003 0.48098859315000003 40.844669808050007 0.48271009850000007 0.34988473400000003 0.52688542260000015 41.319407281650008 0.4019490434500001 40.94178426300001 0.41911918805000009 0.42651417625000004 0.56395018115000017 0.34560342505000002 40.720231579350006
decision_type=2 2 2 2 2 2 2 2 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 -3 5 6 7 8 -1 10 -10 -12 13 15 -14 -6 -16 -18 19 -19 22 -22 -20 -23 -25 -26 -27 -28 -21 -30
right_child=1 3 -4 -5 12 -7 -8 -9 9 -11 11 -13 14 -15 16 -17 17 18 20 28 21 23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.0024339791827847068 -0.013507089348232641 0.020133968602952634 0.011834077699207121 -0.00021043039546398627 0.0039100715173681832 -0.021207718677513844 0.012739432382554469 -0.055750679094392325 0.028504146218572876 0.10090273429737362 0.021236878272196728 -0.10177711689819453 -0.011285335893038284 0.0093547970709750034 0.0072722310493720148 -0.0032091893150128442 -0.016697015164122704 -0.019456016955538287 0.023534934978623481 0.012853568804240136 -0.047349167394715126 0.017198222315496121 0.00043656021314750774 0.0053303343614199868 -0.10350133995017351 0.045958062138373251 0.053997500276138768 -0.081585008356347993 0.00038910843720807756 -0.0084283923569384023
leaf_weight=1.4823306487194861 0.95892020363651553 0.19787163997880597 0.70303436309223499 21.188420232895346 2.5658362165668285 0.70057298860235295 0.57280747219920147 0.11750749286147755 0.031401811931573209 0.068391731940209866 0.010804103958236055 0.02928303038147817 0.85368898400338622 2.3240463370457292 1.061722088488749 2.5310738357948139 0.66066629094348428 0.55073665491431256 0.84721830976195533 0.55326230498031037 0.34991390336654182 0.65145342960022423 1.011690172483213 1.0954170732924522 0.10467151785269369 0.09219675324857235 0.058108653640374541 0.045013962412394193 15.464418111304651 1.108112202078529
leaf_count=232 46 15 16 2009 35 42 4 16 8 4 23 63 18 28 13 29 17 8 30 5 33 10 14 30 9 4 5 46 1193 29
internal_value=-4.76842e-06 -0.000600888 0.000368924 -2.21986e-05 0.000138247 -0.0042064 0.0009441 -0.00293955 0.000885912 0.0360672 -0.0259595 -0.0686229 0.000548243 0.00318704 -0.000250769 0.000374719 0.000147466 -0.000187352 0.00030997 -0.00039182 0.00322494 -0.0027773 0.0109639 0.00484233 -0.000926081 -0.0237714 0.0189558 -0.0051855 0.000221253 -0.000200468
internal_weight=57.9906 22.3452 35.6454 21.3863 34.9423 3.0131 2.31253 1.73972 1.62221 0.139881 0.0714889 0.0400871 31.9292 7.42096 24.5083 5.09691 23.6546 22.5929 21.9322 17.6765 4.25568 2.39678 1.85891 2.04686 1.39541 0.299991 0.195319 0.103123 17.1258 16.5725
internal_count=4034 2070 1964 2024 1948 392 350 346 330 98 94 86 1556 92 1464 64 1446 1433 1416 1235 181 137 44 104 94 64 55 51 1227 1222
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 2 1 1 2 1 2 2 1 1 2 2 0 0 0 1 1 2 2 0 1 1 0 0 1
split_gain=0.00144164 0.013385 0.0170039 0.0110872 0.024779 0.00371422 0.0140563 0.0100923 0.0522847 0.090042 0.0535545 0.00751219 0.00623879 0.00839789 0.0419403 0.0344034 0.0345206 0.0128067 0.0150705 0.0226454 0.0239029 0.00925726 0.00842785 0.0216965 0.0749198 0.0565248 0.0157103 0.020395 0.0256864 0.058786
threshold=0.48537468940000006 0.48351845755000006 40.206947806850003 0.34494476210000008 0.48797940185000005 40.159267750750011 39.664548207900005 0.34494476210000008 0.34524415440000006 39.458743938000005 0.35471991855000007 39.011793722550003 40.280372415600006 0.34479506600000004 0.34488488370000009 41.898943182100005 40.94178426300001 0.39718870690000002 0.48271009850000007 0.47464147780000004 0.34219035360000005 0.32058920395000007 43.047778594550003 42.67709657435001 0.48098859315000003 0.34542378970000004 0.34515433670000012 0.48119816770000007 0.47883296910000012 0.3453938505000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 6 7 11 -9 10 -10 -1 -7 15 -15 16 -14 -17 19 20 21 -19 23 26 -25 -26 -16 28 -28 -30
right_child=3 2 -4 4 -6 12 -8 8 9 -11 -12 -13 13 14 22 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0034124959840256043 -0.01771243291132742 0.0030431909149637344 -0.01938951113812654 0.015982376769099468 0.00013922015931952902 0.0074602379727003107 -0.0097244116408860895 0.068696349060686043 0.095342891663642626 -0.11120694134671563 -0.037435505827676747 -0.0091449760133335452 -0.00057871787799639355 -0.024034887897955829 -0.0090008913007760365 0.0011013100068370931 0.030228747605860667 -0.018758665215775867 -0.0065884381826870515 -0.10133462851649185 0.083409729966183746 -0.10046656575586246 -0.0083879136608329477 0.001392376682630243 0.0085995861841967804 0.10189049937275525 0.0001801162559820477 -0.0033544304748845503 0.035004085972337257 0.00086716627835767442
leaf_weight=1.5803624219726922 0.33048150967806478 0.57800725661218055 0.81340408367395867 1.024083091804292 27.400546916393669 1.2123850825591969 1.719701773321703 0.12555169266507088 0.067196966157384352 0.063734073180057749 0.055437572583146466 0.68196220122626972 0.65472593480865693 0.75250297377351927 1.8728894721690785 2.8786126155853418 0.81831978934356187 0.047060159571571947 0.47861979156732559 0.046055768788392015 0.019347204943187535 0.01965836765461404 1.0917012637593888 1.1252526643055549 0.1164147020317613 0.1469047319405945 4.0997902557402588 5.9515159281241994 0.80722627224167842 1.3449653688638816
leaf_count=198 18 5 44 53 2587 13 31 12 23 7 33 20 33 17 89 147 57 51 2 23 3 43 181 45 6 61 112 46 21 53
internal_value=-4.1733e-06 -0.000499501 -0.0100707 0.000498289 0.000710018 -2.00726e-05 -0.00272429 0.00195208 0.0188147 -0.0147892 0.0353197 -0.000372868 0.000474382 9.40971e-05 -0.000945625 0.00372072 0.0165357 -0.0016892 -0.0148417 -0.0447398 -0.0144546 -0.0428336 0.000103785 0.000703231 0.0126289 0.0606462 -0.000473179 0.000835582 0.00482422 0.013671
internal_weight=57.9244 29.1693 1.39141 28.7551 28.4246 27.7779 4.29395 2.57424 0.31192 0.186369 0.122635 2.26232 23.4839 22.2716 17.3092 4.9624 1.47305 3.48935 0.610741 0.132122 0.0860657 0.0667185 16.5567 15.465 1.38857 0.263319 14.0764 12.2035 6.25198 2.15219
internal_count=4034 1376 49 2658 2640 1327 324 293 75 63 56 218 1003 990 631 359 90 269 122 120 97 94 614 433 112 67 321 232 186 74
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 1 1 2 0 1 0 0 2 1 2 2 1 0 1 2 0 0 2 2 1 0 1 2 1
split_gain=0.00128499 0.00923361 0.00973189 0.00494804 0.0728276 0.0154494 0.0173958 0.0155637 0.0412483 0.0465431 0.0138365 0.0113506 0.0111783 0.00883898 0.0073163 0.00709644 0.0065526 0.00831606 0.0636906 0.042291 0.0755533 0.0788464 0.0479227 0.027306 0.0198092 0.0241573 0.016496 0.0410436 0.0136359 0.0134907
threshold=40.984321400500008 40.844669808050007 0.44751654140000008 0.41911918805000009 0.42114008565000011 42.536568606950006 0.44805544745000009 0.44805544745000009 43.077238082650005 0.55974372025000008 0.45280081435000008 0.53928026105000015 0.56341127510000011 42.360359531950003 0.46476153410000004 43.308802343500005 41.092444989200011 0.37668033890000002 0.52507409960000018 0.35275889945000011 41.385032804600009 0.50339810185000011 0.50706565670000014 42.094663496250007 43.426640904350009 0.36698003050000011 0.53866650695000018 0.39814676205000005 48.457543166250012 0.38780276035000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 -5 6 12 8 -7 15 -8 16 -6 -13 -12 -10 -2 19 29 -18 -21 24 -23 -20 -22 -26 27 28 -25 -19
right_child=3 2 -4 4 5 7 10 -9 9 -11 14 13 -14 -15 -16 -17 17 18 23 20 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=7.9183978370510588e-05 -0.0077059406569255961 0.015556994604042917 -0.0018427773954080467 0.093625558522257235 0.021663259417000483 -0.10214555030885326 0.10047388101043074 -0.0011793702879098387 0.10053859437404909 -0.10085084524774578 -0.048696032013784654 -0.019041467079003317 -0.017950208061464346 -0.0018091512133244722 0.072479072489151586 0.0028632343773686976 -4.6583035422911374e-05 0.075273306727524636 0.016997475448383918 -0.11529043670921331 -0.10085320079437587 0.049494706139971353 -0.031167658160263453 -0.10118580408056628 0.04936524992058703 -0.10274243980765763 0.00077992832676063075 -0.0079839159732719538 -0.0040872715166820443 0.015964714872536971
leaf_weight=26.393136626077666 1.1679553922319943 0.80296113856224127 0.53603897598023309 0.087334726727932188 0.22401944232065374 0.05512203197724827 0.041104042902588844 1.509805518944076 0.032190620899200439 0.022313400810315187 0.012343172609490694 0.59071715263530566 0.10444662113388858 0.59997979952346725 0.0083557607871604933 0.0096734898120337809 22.0449959039702 0.14594676918932226 0.78508939468611094 0.084647295036121117 0.09409556894179083 0.17852192478312645 0.12538647361327548 0.070987766602865432 0.023423671805403501 0.018838299773051403 1.5084645604947582 0.52181728945668437 0.018163712489695172 0.052024543945524471
leaf_count=1685 31 34 19 12 37 24 4 382 2 49 14 22 28 79 138 86 871 35 52 7 42 31 27 140 71 5 7 50 5 45
internal_value=-1.05222e-06 0.000490181 0.00859138 -0.000453075 0.00422082 0.000354205 0.0182248 -0.00392689 -0.0386984 0.0157964 0.0668971 -0.000804347 0.00906685 -0.0103583 0.000220024 0.0779689 -0.000380514 -4.72465e-05 0.00480715 -0.000714539 -0.028767 -0.0121316 0.016215 0.00106651 -0.0753095 -0.0184368 -0.00483471 -0.0186971 -0.081403 0.0596877
internal_weight=57.8699 27.7321 1.339 30.1378 2.10671 2.01937 0.390269 1.62911 0.1193 0.0641775 0.061803 28.0311 0.328466 1.1907 0.0206989 0.0418641 26.8404 25.6724 3.10249 22.5699 0.524913 0.440266 0.303908 2.90452 0.136358 0.042262 2.11943 0.610969 0.0891515 0.197971
internal_count=4034 1738 53 2296 776 764 221 543 161 137 156 1520 65 101 152 88 1419 1388 334 1054 183 176 58 254 118 76 202 195 145 80
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 1 1 2 1 2 2 0 2 2 2 1 0 2 1 1 1 2 2 0 1 1 0 1
split_gain=0.00105232 0.0108692 0.0159631 0.00897445 0.0202691 0.00308799 0.0113312 0.00874401 0.0444748 0.0802383 0.048596 0.0229506 0.00606728 0.00598826 0.0050176 0.00689127 0.0239304 0.00543607 0.0124334 0.0191037 0.0438033 0.0113082 0.0112106 0.0105323 0.0309779 0.0119636 0.00949844 0.0235375 0.00959499 0.0172342
threshold=0.48537468940000006 0.48351845755000006 0.3453339720000001 0.34494476210000008 0.48797940185000005 40.159267750750011 39.664548207900005 0.34494476210000008 0.34524415440000006 39.458743938000005 0.34829795515000012 38.064633603500006 39.011793722550003 0.46898296455000005 40.280372415600006 40.377444152000002 40.467253020850002 0.34560342505000002 0.48119816770000007 41.741384785950011 0.3459626957000001 0.34548366815000003 0.34584293880000011 41.919251152600005 42.141702038450013 0.47916230050000003 0.34542378970000004 0.3453938505000001 0.48244064550000004 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 6 7 12 -9 10 -10 -12 13 -1 -7 -16 -17 21 22 -20 -21 26 -19 -24 -25 -26 27 28 29 -18
right_child=3 2 -4 4 -6 14 -8 8 9 -11 11 -13 -14 -15 15 16 17 18 19 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0021555615607807043 -0.015963662575572243 0.0034112501337681326 -0.018231573631672791 0.014487613380966175 0.00010383179223719534 0.0067395683539420055 -0.0087153498725724959 0.064838779771959829 0.10052964840780608 -0.1100465565590209 -0.091582695984929685 0.032055148826906327 -0.0082030049370855878 0.010335476069907736 -0.0078004035993058888 0.019785554277501168 -0.00036760165574055209 0.020205966632163497 -0.0063169177516285303 0.02575196735793317 -0.0046524175866529639 -0.010424578863573439 -0.0038841914710161102 0.093051803830808605 0.0086311952077779402 -0.10081085525684588 0.011663111187648303 -0.020006148123811875 -0.0086856656428199366 0.012269504645183121
leaf_weight=0.91748750092132636 0.33014740783256158 0.59243015595711657 0.80232539756980259 1.0161077560757963 27.333060636568998 1.206716494285504 1.7280290280034156 0.12000284855517362 0.05624895113883488 0.058250075539035606 0.029572580695659823 0.030496825659794169 0.68475030308036355 0.65980516733725381 1.0471505616059484 0.62507326579180045 10.249131832142927 0.66711998210005352 2.2560339115611212 0.77286898359307077 1.22470634203637 1.1883936912688255 0.53180844869342536 0.044456775197829757 0.035888244040466422 0.013840330043308313 0.63741951607153247 0.61080166640204048 1.1325377114117134 1.2061885330349458
leaf_count=176 18 7 42 53 2587 13 31 12 10 7 36 10 20 22 12 11 551 43 17 58 11 28 40 7 127 8 26 14 9 28
internal_value=-1.50543e-06 -0.00042485 -0.00903866 0.000428485 0.000619384 8.33051e-06 -0.00246021 0.00176767 0.0179737 -0.0142425 0.0337344 -0.0288126 -0.000342748 0.00306963 0.000459366 0.000118661 0.000509884 -7.58239e-05 0.00259961 -1.08447e-05 0.00711115 -0.00106354 0.0111865 0.00157452 0.0323966 -0.0218284 -0.00025951 -0.000835304 9.49243e-05 0.000963023
internal_weight=57.8089 29.1295 1.39476 28.6793 28.3492 27.7348 4.28464 2.55661 0.294571 0.174568 0.116318 0.0600694 2.26204 1.57729 23.4501 22.2434 21.1963 20.5712 5.54672 4.25361 1.99758 15.0245 1.29311 0.625994 0.0941853 0.0497286 13.8361 13.1987 12.5879 11.4553
internal_count=4034 1376 49 2658 2640 1327 324 293 75 63 56 46 218 198 1003 990 978 967 311 86 69 656 225 182 142 135 628 602 588 579
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 0 0 2 0 1 1 0 1 0 2 0 0 1 1 1 2 0 0 0 0 1 1 1 0
split_gain=0.00134867 0.0162698 0.0080324 0.00690409 0.00547356 0.0187903 0.00957063 0.0306975 0.0182442 0.0481605 0.0349795 0.00599862 0.0195587 0.00932528 0.00855738 0.0209626 0.00634188 0.0135435 0.0100995 0.0489562 0.00949641 0.0407332 0.0219659 0.0182864 0.0141665 0.0139661 0.0138267 0.0823885 0.0369804 0.0346119
threshold=41.436838994450007 41.535369675400013 41.385032804600009 41.571132012400007 0.47769527860000011 40.80591513400001 0.47736594710000008 0.47515044460000005 39.256147742250008 0.47396784530000008 0.32388251845000005 0.3453339720000001 0.4815274992000001 0.34542378970000004 0.47817430615000006 40.636252116050009 0.47916230050000003 0.48200652675000005 0.35738450945000005 0.3459626957000001 0.37413550490000008 38.625745710700009 0.50339810185000011 0.51505942935000004 0.50086823750000009 0.52005927965000021 0.38552737940000009 0.38906020780000011 0.39019789825000006 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 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 -3 5 6 7 8 -1 10 -10 12 14 -13 -6 -16 -15 -18 19 -19 21 24 -23 -22 -20 -25 -27 -28 -29 -30
right_child=1 3 -4 -5 11 -7 -8 -9 9 -11 -12 13 -14 16 15 -17 17 18 20 -21 23 22 -24 25 -26 26 27 28 29 -31
leaf_value=-0.0024483776836261312 -0.013410962919856355 0.018619613041909185 0.010997955834869797 -0.00021267611113328567 0.0047496464212396375 -0.018147507021617559 0.011737565132697634 -0.053025034905442962 0.081778487417964299 0.10088313882448119 -0.10145974352952725 -0.01061944557102602 0.011559781168184027 0.0077087128967097199 0.0034501015103618488 -0.012935998109501743 -0.008618822677974064 -0.0010708191303817115 0.0091485923201721012 0.024736094128314796 0.026091880152982812 -0.056931131584546324 -0.013821628097213124 -0.021249717834520319 -0.013517449700890156 -0.014694852797685457 0.056236575901430767 -0.038635724734029035 0.027837455546582152 -0.0004539481155148681
leaf_weight=1.5045968452493594 0.95048874704194375 0.19648228958057856 0.69881264212563721 21.112886849970849 2.1987308999523547 0.70842575347339209 0.56850648671388615 0.1154837913927621 0.016163483836862613 0.058485034853219986 0.029307891215367476 0.82989278627792629 1.9783430827083064 1.0643464273307497 1.8826460099371618 1.3338517529555245 1.7578311343281381 3.1410937006585327 0.86021571178571743 0.95966157840302901 0.26881512548422115 0.20646497955749499 0.27646509198530111 0.30936698251753014 0.40584038394820254 0.59530873224139114 0.26362567278556426 0.24589787394506757 0.44756970843536592 12.784547063676476
leaf_count=238 46 15 16 2009 13 42 4 16 8 3 81 18 27 13 30 22 27 40 56 56 42 27 30 22 26 11 17 22 27 1030
internal_value=2.51891e-07 -0.000610011 0.000382799 -3.90337e-05 0.000169708 -0.00391281 0.000485895 -0.00322438 0.00035099 0.0408672 -0.036325 0.000554849 0.00305036 -0.000200803 -5.8389e-05 -0.00334506 0.000165769 -0.000190685 0.000522791 0.00496853 -0.00057123 -0.00754245 -0.032252 0.000246233 0.00188288 -0.000228132 0.000225478 0.00087185 -0.000211067 0.000502994
internal_weight=57.7702 22.2599 35.5103 21.3094 34.8115 3.00097 2.29254 1.72404 1.60855 0.103956 0.0454714 31.8105 7.39357 24.4169 5.41523 3.2165 23.5871 22.5227 20.7649 4.10076 16.6641 1.74899 0.48293 14.9151 1.26606 14.6463 14.3369 13.7416 13.478 13.2321
internal_count=4034 2070 1964 2024 1948 392 350 346 330 92 89 1556 92 1464 65 52 1446 1433 1406 96 1310 139 57 1171 82 1129 1107 1096 1079 1057
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 1 0 1 0 2 0 0 1 1 2 0 2 2 0 0 1 1 0 2 2 0 1 0
split_gain=0.00109797 0.0131231 0.00655212 0.00561646 0.00443857 0.0196191 0.00676312 0.00487238 0.0159979 0.00752711 0.00693796 0.0168755 0.00516308 0.0117231 0.00419146 0.0228924 0.036852 0.00894943 0.0311714 0.0256662 0.044718 0.0129419 0.0153633 0.0250104 0.010432 0.0124851 0.0331915 0.0068523 0.0286874 0.0127703
threshold=41.436838994450007 41.535369675400013 41.385032804600009 41.571132012400007 0.47769527860000011 0.47700667645000011 0.47464147780000004 0.3453339720000001 0.4815274992000001 0.34542378970000004 0.47817430615000006 40.636252116050009 0.47916230050000003 0.48098859315000003 0.35651627195000007 0.34587287805000005 41.319407281650008 0.51401155655000019 38.625745710700009 40.040005255000004 0.50339810185000011 0.51675099550000014 0.38552737940000009 0.38976377950000002 0.5017514446000001 35.171584490050009 36.893814626400008 0.52688542260000015 0.39542229275000007 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 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 -3 5 6 -1 8 10 -9 -6 -12 -11 -14 15 -15 -17 18 24 20 -20 -19 -23 -24 25 -16 -27 29 -29 -25
right_child=1 3 -4 -5 7 -7 -8 9 -10 12 11 -13 13 14 17 16 -18 21 19 -21 -22 22 23 27 -26 26 -28 28 -30 -31
leaf_value=-0.0020177665933306379 -0.012023541830964473 0.016827274344295987 0.0099661315886167747 -0.00019138576197059206 0.0042880332820504482 -0.016799469188809008 0.010456782690602844 -0.0095226990139577784 0.010485566109506206 0.0069747105413922586 0.0031119342180033769 -0.011571951477326876 -0.013202042103109485 -0.0014740907413618226 -0.0022595141639659921 0.025903434673688594 -0.006549781526428833 0.018105180831902368 -0.049403038740126623 -0.055156524750999025 0.025159735538352219 -0.015598243531651408 0.025881869369575601 0.0033132601453926152 -0.012543490513558934 -0.0082941442780882623 0.0528200816668064 0.018718176094759693 -0.00079259502253328578 -0.016412108652381862
leaf_weight=1.5791301667038729 0.9539575946469111 0.19571248843808575 0.69429605835632102 21.11516196259209 2.1922425990924266 0.81158515746938054 0.59964104413847952 0.83276588912122207 1.9637228586943818 1.0590155213139976 1.8787239745724948 1.341542931000731 0.66973055890685174 3.7080138179007944 0.56947930649267087 0.89861350509454474 0.5730266310274601 0.39621747989440237 0.15220600846805599 0.20632981722157639 0.17057443076191703 0.62120156158925866 0.37696014274842937 0.62253159097781352 0.3920403451433998 0.18154460602090694 0.17408136013546027 0.80752432253211637 11.285938457073105 0.69420211859190317
leaf_count=358 46 15 16 2009 13 19 15 18 27 13 30 22 17 45 22 54 5 18 18 33 23 15 38 39 34 19 23 23 948 59
internal_value=1.62353e-06 -0.000548748 0.000347263 -3.50916e-05 0.000155128 -0.00352807 0.00141548 0.00050183 0.00275389 -0.000179203 -5.12507e-05 -0.00300528 0.000151069 -0.000170099 0.000229704 0.00271409 0.0132668 -0.000543124 -0.00710808 -0.0276091 -0.0100001 0.000275581 -0.000214718 0.000478411 0.00112739 0.00692082 0.0216217 -0.000235679 0.00051021 -0.00708626
internal_weight=57.7177 22.2648 35.4529 21.3109 34.7586 2.99036 2.17877 31.7682 7.37623 24.392 5.41251 3.22027 23.5592 22.5002 21.8305 5.17965 1.47164 16.6508 1.84626 0.52911 0.32278 14.8046 14.4084 13.7872 1.31715 0.925105 0.355626 13.4102 12.0935 1.31673
internal_count=4034 2070 1964 2024 1948 392 373 1556 92 1464 65 52 1446 1433 1416 104 59 1312 172 74 41 1140 1122 1107 98 64 42 1069 971 98
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 2 2 2 2 1 0 1 0 1 2 1 1 0 1 0 2 0 1 0 2 1 2 2 2 0
split_gain=0.00116301 0.0141272 0.0115462 0.00430158 0.00416853 0.00334116 0.00244596 0.0367317 0.00180907 0.00323931 0.00110279 0.0464117 0.0140978 0.00909843 0.0256809 0.0799911 0.0383241 0.0340872 0.00823268 0.00984083 0.00810389 0.00285904 0.00563136 0.00937795 0.0664105 0.00485342 0.0031692 0.0323326 0.017689 0.0275197
threshold=34.883496062400006 0.36575252235000005 0.49485045360000007 0.53749887730000012 0.34398670700000006 35.171584490050009 35.782584506850007 35.419594101850009 33.151194885250007 0.31100865245000009 0.49094338495000006 0.34674111555000003 0.49053920540000012 0.34641178410000012 42.283941020600004 0.34656148020000005 0.35651627195000007 0.48537468940000006 0.3459626957000001 0.48306936920000004 43.272784938550004 0.48597347385000006 0.34587287805000005 0.48351845755000006 40.206947806850003 0.34566330350000002 41.919251152600005 41.741384785950011 42.67709657435001 0.4815274992000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 7 -7 9 -1 12 -12 13 18 15 -15 -17 -18 21 -20 -16 22 23 26 -25 -23 27 -8 29 -28
right_child=5 3 -4 -5 -6 6 10 -9 -10 -11 11 -13 -14 14 20 16 17 -19 19 -21 -22 25 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.10003949058061078 -0.0054317420005578201 -0.020865959965293789 0.10045489186070447 0.0036648088623237873 -0.1001513854524885 0.076056886285214231 -0.00031078736760701658 -0.037499428137424899 0.050230639179620042 -0.10009676312037007 0.048858910307523144 0.00014683436384413468 -0.015497452702840628 0.10213754283068521 -0.0089028088250283199 0.025844977037965424 -0.10365636384722687 0.0096372195820401546 0.0026438193934021094 -0.010613723867984828 0.0079142187521534669 0.01032849211484742 0.0069106310654654217 0.017026966620718204 -0.026706146929721716 -0.0016087666853329575 -0.044079311764024742 0.018654523787499891 0.00051392194177947404 -0.0056208014919878705
leaf_weight=0.0011933206114760342 1.1289807429192666 0.082444107034348235 0.02642922051018104 0.53768743173989519 0.0038006763726216039 0.052676759203555246 17.003184738433379 0.06202588925675262 0.0072942507431434933 0.0025093157527333876 0.19734831491951155 21.994304532261722 0.60170888947322865 0.10888524330221239 0.58809301771023459 0.24370940437242439 0.052295447368685632 0.053958869102643803 0.86090399466638645 1.6013247634400611 0.55883905379447008 0.69941985100740456 1.077493024769409 0.59831684362143167 0.82741131505463272 0.66388662159442902 0.22699681171439134 0.94909437904437055 5.83804097805971 1.0317889554426072
leaf_count=1 32 27 11 189 35 16 422 31 14 62 5 2242 14 12 30 32 37 5 55 12 96 33 16 4 39 7 126 29 394 6
internal_value=2.57527e-06 0.00417194 0.0608561 0.000403537 -0.00986942 -4.57834e-05 6.30099e-05 0.0146509 0.0213333 -0.035595 3.30107e-05 0.000580026 -0.000328432 -5.1709e-05 0.00729009 0.0272839 0.00399448 -0.0461228 -0.00042743 -0.0059783 -0.000708765 4.52387e-05 -0.000175949 -0.000464364 -0.00835324 0.00451543 -1.53506e-05 0.000691864 -0.00180433 -0.012556
internal_weight=57.682 0.661358 0.0412268 0.620132 0.0147976 57.0207 55.8917 0.114703 0.0109969 0.00370264 55.777 22.1917 33.5854 32.9836 1.60578 0.458849 0.349964 0.106254 31.3779 2.46223 1.14693 28.9156 27.5523 26.4748 1.42573 1.36331 25.0491 17.9523 7.09683 1.25879
internal_count=4034 339 123 216 112 3695 3663 47 77 63 3616 2247 1369 1355 212 86 74 42 1143 67 126 1076 1036 1020 43 40 977 451 526 132
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 2 1 0 1 0 2 0 0 2 0 2 1 1 1 1 2 0 1 1 2 2 2 1 0
split_gain=0.00115298 0.00516434 0.00610361 0.0507317 0.00423419 0.0227654 0.00810592 0.00630316 0.00959423 0.00862038 0.00434709 0.0355414 0.0129231 0.00427046 0.00625194 0.00362845 0.00423235 0.027637 0.0307529 0.0481986 0.0217497 0.0159164 0.0115877 0.0139632 0.0109176 0.0408544 0.0215884 0.0142293 0.0456953 0.0124117
threshold=0.34467530910000005 0.4815274992000001 0.4784437592000001 0.47736594710000008 0.47676716265000008 0.34512439750000007 40.316494640950005 0.34485494450000004 0.48200652675000005 0.34488488370000009 0.47769527860000011 41.385032804600009 0.4778150355000001 0.47865333370000007 41.257403903850005 0.47916230050000003 42.006870117350005 0.34512439750000007 0.34545372890000009 0.34521421515000011 0.34509445825000007 41.965809985500009 0.48244064550000004 0.34560342505000002 0.34641178410000012 42.47354681640001 42.094663496250007 42.360359531950003 0.39542229275000007 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 8 -6 -9 11 -11 -12 14 -14 -15 17 -17 19 -19 -18 22 23 -20 25 -22 -26 28 -28 -27
right_child=4 -3 -4 -5 7 -7 -8 9 -10 10 12 -13 13 15 -16 16 20 18 21 -21 24 -23 -24 -25 26 29 27 -29 -30 -31
leaf_value=-0.00053859792165974313 0.10045351392208664 0.0075011937167571352 -0.0066453673959770412 0.051469111825792037 -0.013752923728082593 0.0016305010568887933 0.028263511997100983 0.017383815167416269 0.0013220200108225318 -0.04074039872352353 0.0087013013688353111 0.0037360188200837191 -0.009932495474925673 0.0053186334252841548 -0.00022857443140236278 -0.015804521817123437 0.017893857228735262 -0.0036166529115399071 -0.014876224319399471 0.037762163321700397 -0.022871458428859449 -0.01733393740690187 0.00014373330088555836 -0.0005592076836339262 0.014475587424188308 -0.00351056976013754 -0.1051135424788289 0.0007331291231299315 0.01136637561739111 0.010950427895577167
leaf_weight=4.5993353073860694 0.032037369338140165 1.0988698254805056 1.1104562755435834 0.19553573956363823 0.85041710936638881 0.55358366967162465 0.030231870642637659 0.28183864031143357 0.83839340880513191 0.23456682974938192 1.6407414804270946 0.76770209763498087 1.1134232258773402 1.2070711784763251 1.64457947874871 1.19511068845168 0.74139336496591468 0.59726240267628117 1.1912764273583949 0.53245453152339906 0.89648707379274073 0.58079999413791839 22.982749443928324 1.5909878542571827 1.2185990148298049 1.5614081246021672 0.052803956799834739 7.2559993629421902 0.092993503760069984 0.95747457709512662
leaf_count=508 24 12 15 9 22 271 25 11 18 11 15 73 18 22 41 16 8 11 14 36 28 21 1555 50 31 38 12 990 45 84
internal_value=3.91699e-06 0.00120646 3.51324e-05 0.00158229 -0.000162404 0.00807879 0.0654051 -0.000263857 -0.00626912 -5.40468e-05 -0.000156317 -0.00667306 -1.75062e-05 -0.000332512 -0.00414611 -8.59301e-05 -0.000243326 -0.000917913 -0.000270386 0.0158859 0.00127038 -0.000963172 -0.000594139 -0.0066893 0.000246388 -0.0045385 0.00214214 0.000111618 -0.0308195 0.00198633
internal_weight=57.6466 7.0042 5.90533 4.79487 50.6424 0.615853 0.0622692 50.0265 1.68881 48.3377 48.0559 1.00227 47.0536 45.4129 2.758 42.6549 41.4478 28.6706 27.4755 1.12972 12.7772 26.3458 25.765 2.78226 12.0358 3.41537 8.6204 7.4018 0.145797 2.51888
internal_count=4034 544 532 517 3490 320 49 3170 40 3130 3119 84 3035 3020 59 2961 2939 1703 1687 47 1236 1640 1619 64 1228 150 1078 1047 57 122
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 0 2 2 2 1 2 1 2 1 0 2 1 1 1 1 1 1 2 2 0 0 1 0 1
split_gain=0.00130166 0.00514702 0.0202572 0.00816914 0.0355354 0.00324405 0.0151194 0.0262406 0.0282997 0.029076 0.0111334 0.00881112 0.00703792 0.0347096 0.0264035 0.0109088 0.0125494 0.0222454 0.11685 0.0466575 0.0502777 0.0333866 0.0325846 0.0214072 0.0553274 0.025869 0.0105509 0.00937666 0.0153496 0.0112366
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 0.50922128080000018 0.5296248615500001 0.34569324270000007 0.48098859315000003 41.827117825850003 41.919251152600005 42.141702038450013 0.34554354660000003 42.686561923500008 0.3459626957000001 41.741384785950011 0.34614233110000009 0.48306936920000004 42.006870117350005 0.34656148020000005 0.34739977845000009 0.4019490434500001 0.42039160505000012 0.42953803780000005 0.37003383130000006 42.094663496250007 42.310579034350006 0.54942965780000008 0.48797940185000005 0.43401395170000007 0.5519595221500001 0.43967246490000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 10 7 -7 -9 -10 -2 -11 13 -8 -14 -16 17 -17 -19 22 -21 -22 -20 -18 25 -25 -15 -23 -29 -30
right_child=5 2 3 4 -6 6 12 8 9 11 -12 -13 14 26 15 16 23 18 19 20 21 27 -24 24 -26 -27 -28 28 29 -31
leaf_value=8.5639714744332484e-05 -0.00084508829435508579 0.017514285604277348 0.0025166615891124289 -0.049942895984920917 0.010772525231083147 0.10012986712869404 -0.0050479836023275514 -0.10333592708218789 0.091374882375575617 -0.10065080236738562 -0.012403436994560479 0.00066299513671539919 -0.033677218680039374 0.023763245538763994 0.013146835385062292 0.0025099340125762266 0.013176652224088115 -0.11246190178267841 -0.030202651485591665 -0.10319200107450553 0.092819223144438759 -0.10062353908171646 0.014273377269359185 -0.10708180513182866 -7.827052567837173e-05 -0.013313485930590686 0.0054840361242138964 0.10030402949403996 -0.076337154605356283 0.072988118295596774
leaf_weight=27.455927335068353 12.063676612972202 0.82797989478194667 1.0572242061025461 0.16419275654334331 0.2334607438960461 0.04112980219269835 1.6750137582421296 0.019332782414892336 0.041655793617792369 0.011084477264603265 0.89521067511044172 0.03805394421240238 0.24081343016587098 0.80685726375668287 0.57977388997096468 1.1271453949157155 1.205570325528013 0.11593797430396069 0.22092554450500734 0.094660303916498378 0.02768921953975223 0.01793835533742083 0.64753934768123145 0.070945919092082366 7.3249646831571447 0.050268063472088897 0.51882001757621765 0.0091380225494503975 0.025458014337345958 0.0062829553106991112
leaf_count=1723 565 35 22 12 40 27 12 4 7 27 47 126 7 62 6 16 31 2 21 15 7 9 59 20 996 29 2 1 10 94
internal_value=4.8001e-06 0.000464988 0.00502741 -0.00207895 -0.0142971 -0.000486141 0.000519337 0.0319748 0.00652057 0.0299123 -0.00164355 -0.022191 0.000197114 0.00452007 -0.000905461 -0.000220654 -0.000928786 -0.00750676 -0.0171932 -0.00667025 -0.0528317 0.00227544 0.00295929 0.000814378 -0.00118713 -0.0681956 0.0166095 -0.0403495 -0.0139003 -0.046779
internal_weight=57.6147 29.7388 2.28286 1.45488 0.397654 27.8759 14.917 0.151257 0.110127 0.0907942 12.9589 0.0491384 14.7657 3.00069 11.7651 11.5242 10.9445 2.29272 1.16557 1.04963 0.181167 0.0865066 0.868465 8.65175 7.44618 0.121214 1.32568 0.0588173 0.040879 0.031741
internal_count=4034 1832 109 74 52 2202 1590 191 164 160 612 153 1399 76 1323 1316 1310 234 218 216 136 121 80 1076 1045 49 64 114 105 104
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 1 0 1 2 1 0 2 0 1 0 2 2 2 2 1 2 2 1 2 2 2 1 1 1
split_gain=0.0014991 0.0185771 0.00363825 0.0220428 0.0551613 0.019136 0.0452879 0.0440586 0.0162789 0.0110636 0.0116047 0.0587419 0.0294051 0.0165136 0.0427411 0.0258724 0.0338203 0.0487186 0.0336722 0.0239243 0.0258586 0.0104914 0.00785448 0.00731528 0.00696682 0.0140558 0.0134118 0.00542836 0.0109295 0.01675
threshold=41.50623664750001 41.571132012400007 0.34739977845000009 42.047301293400004 0.35807311160000005 0.42039160505000012 0.37413550490000008 0.56188437470000008 0.34656148020000005 42.066503896600004 0.35275889945000011 0.50339810185000011 44.756878345700009 0.52507409960000018 0.37977904855000005 0.53833717555000005 43.631818398850008 43.680097826700013 48.86568841230001 43.084235337800003 0.37078231190000005 42.094663496250007 47.927946529500012 0.35862698720000002 42.686561923500008 43.426640904350009 43.525909308350002 0.34641178410000012 0.3459626957000001 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 -4 6 -6 -7 27 -5 -11 12 -12 14 19 16 -15 -18 -19 -13 -21 -17 23 -14 -16 -26 -27 28 29 -3
right_child=1 2 3 9 5 7 -8 -9 -10 10 11 13 22 15 24 21 17 18 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0003942314776825896 -0.02588824658260333 -0.00068897553472403858 0.095826832522715177 -0.01455735691664768 0.029959310133901181 0.075149434686802463 -0.10147845715555724 -0.10039474873501114 -0.016444886462591651 0.0098063080022462411 -0.097797372821156081 -0.02598637452213122 0.10008860390776229 -0.10103290079386512 0.095942168606872519 0.013233060865240204 0.098177718850025408 -0.10166316258915807 0.083541744675766347 0.083948602789601812 -0.021185079053066241 -0.0010609734585607915 0.090696468709107719 -0.10009933588952991 0.083846121033409896 0.10016416536581188 -0.10090038870996554 0.0088132106284242295 -0.00803221860071744 0.016637683558150203
leaf_weight=36.231362477300436 0.28799929915964995 9.6569215917587385 0.085617661097785791 0.46401709824056059 0.058366293543542724 0.063081078777358357 0.047588239966898982 0.018487689815180008 0.6749459834245507 1.3251272792975397 0.089163797556813917 0.15097861865069712 0.0026745437644422054 0.058426640805552377 0.062493995646946132 0.58155822660773981 0.030857154342811555 0.042360223275354159 0.012777909638991503 0.053582379317958839 0.041525615903481139 4.3864689480503625 0.011441013717558235 0.0057493345778065752 0.030039119975986406 0.0049480567686259755 0.0100675473252409 0.59556882455945093 1.8536091802793642 0.59215071464137814
leaf_count=1994 31 611 6 10 21 16 36 79 17 18 62 15 1 59 5 9 2 134 18 17 26 624 4 74 8 1 58 4 61 13
internal_value=2.84858e-06 -0.000662939 -0.000317167 0.00142413 0.0293194 -0.00104588 -0.0290744 0.0353621 -0.00131162 0.000389488 0.00139461 -0.000604733 -0.0732847 0.000844971 0.0217437 -0.000600621 -0.042324 -0.00243618 -0.0587431 -0.00123918 0.0380456 0.000612289 0.0367405 -0.0365406 0.0743316 0.0443563 -0.0346441 -0.000507242 -0.000965898 0.00031209
internal_weight=57.53 21.2986 21.0106 7.6374 0.273141 0.187523 0.105955 0.0815688 13.3732 7.36426 6.90024 5.57511 0.109029 5.46608 0.353635 5.11245 0.144422 0.0859953 0.0551381 0.246087 0.095108 4.96803 0.0198649 0.00842388 0.107549 0.0450547 0.0150156 12.6983 12.1027 10.2491
internal_count=4034 2040 2009 1303 158 152 57 95 706 1145 1135 1117 141 976 130 846 213 154 152 58 43 633 79 75 72 67 59 689 685 624
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 1 2 1 1 0 2 2 1 1 1 2 1 2 2 2 0 1 0 1 2 0 1 0
split_gain=0.00122957 0.0175765 0.00492815 0.0184247 0.0419587 0.00749945 0.00695557 0.0533447 0.00534123 0.00919377 0.00549682 0.00452511 0.00634093 0.0150042 0.00282231 0.0260151 0.00592688 0.0293605 0.0274225 0.0249012 0.0340375 0.0266192 0.0215496 0.0316953 0.0074413 0.0216945 0.021277 0.102683 0.0333528 0.0297034
threshold=43.752965619700007 43.832725745850006 43.047778594550003 0.49787431515000008 0.55832160710000012 0.37347684200000003 42.824128352900011 0.34518427590000006 43.182896969600009 0.34623214870000002 0.34494476210000008 0.39606598605000004 48.778770352700008 45.048573272350005 0.34467530910000005 0.34452561300000012 0.34515433670000012 41.436838994450007 0.34509445825000007 41.319407281650008 40.206947806850003 39.525197829750006 0.47976108500000009 0.34479506600000004 0.48119816770000007 0.34542378970000004 42.622319549950006 0.50465554925000011 0.34584293880000011 0.48244064550000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 8 5 -5 14 -8 -4 10 -10 12 13 -3 15 -1 17 19 -19 20 21 -16 23 -22 -18 -26 29 28 -28 -27
right_child=1 11 3 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15 16 -17 24 18 -20 -21 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0005863422292736579 0.040277088131017935 0.017253611194316416 -0.015268818208121083 0.068197436941658959 -0.004701859634578056 0.030853135643335607 0.060972515238515546 -0.0030678101468228263 -0.0051299680932259074 0.002494643432268095 -0.01744634694261777 0.0010024139069136314 0.013442952149276464 -0.10120239327239672 -0.0076915109862464043 0.037322154268617257 0.0028879867405700848 -0.036720295507245794 -0.0031140379393112226 0.017312892035602497 0.013796857637647392 0.020881518410043928 -0.023509498828324284 -0.018950466893102234 -0.01595747334895313 -0.013674654105420526 0.02067057957492335 -0.053595293416457412 0.094676447647171341 0.00037982659170998195
leaf_weight=3.3555456952777614 0.1145489365969653 0.019316498797007031 0.6079829674206686 0.097464011487318092 0.52123594141164631 0.11996474447056471 0.16074462214798479 0.68166796985715372 0.97554938436260241 1.0261898870907851 0.57650501586878988 4.0978351454645203 0.026992334278475028 0.023952097544679418 0.55642231872621939 0.20452265062158392 8.0937121654605431 0.46194531948003703 0.5118535547699139 0.70838021300733078 0.5870581597555431 0.78750942018814385 0.85793284559622396 0.59523278513971434 0.88372088945471006 1.5863947999776602 0.11257374659180541 0.11566920075972575 0.13266189328714972 28.866741269480606
leaf_count=333 15 34 70 13 54 42 18 80 33 24 22 875 16 9 35 14 283 41 7 9 5 15 13 60 29 24 2 31 58 1770
internal_value=2.94016e-06 0.001633 -0.000128317 -0.00353853 0.0106913 0.047593 0.000143397 0.00915202 -0.00683744 -0.00484922 -0.00970484 0.000570969 -0.0245922 -0.0483198 -1.33426e-05 0.00269678 -0.000228427 -0.00344981 -0.019056 0.000263607 -0.00330519 0.00905155 -0.0114448 -0.00269002 0.000181726 -0.000509291 -6.62506e-05 0.0240717 0.0607046 -0.000352313
internal_weight=57.4678 4.28265 53.1852 3.92489 0.738665 0.217429 49.2603 0.842413 3.18623 2.57824 1.55205 4.1681 0.0702609 0.0432686 48.4179 3.56007 44.8578 5.06633 0.973799 4.09254 3.38416 1.34393 2.04022 1.18229 39.7915 31.6978 30.814 0.360905 0.245236 30.4531
internal_count=4034 949 3085 258 109 55 2827 98 149 79 55 934 59 43 2729 347 2382 185 48 137 128 50 78 65 2197 1914 1885 91 60 1794
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 2 0 1 0 0 2 2 0 0 1 0 1 1 2 1 0 1 1 1 2 1 1 0 2
split_gain=0.00147154 0.0105568 0.0456629 0.025441 0.0110281 0.0329111 0.0252328 0.0188423 0.0100963 0.0197252 0.0168146 0.0113683 0.0172385 0.0107885 0.0205092 0.00799641 0.0185992 0.0176581 0.00953206 0.00848975 0.0106793 0.00892183 0.00752677 0.0164741 0.0100963 0.00789914 0.00770597 0.00356308 0.0121071 0.0162527
threshold=0.48271009850000007 0.4815274992000001 0.34503457980000002 0.34569324270000007 0.34584293880000011 42.686561923500008 41.685324604100011 0.48119816770000007 0.3453339720000001 0.48098859315000003 0.48028502140000007 41.147265497500008 42.456897412850005 0.47943175355000006 0.4784437592000001 0.34479506600000004 0.47736594710000008 0.34503457980000002 0.34524415440000006 41.385032804600009 0.34521421515000011 0.4778150355000001 0.34494476210000008 0.3453339720000001 0.34584293880000011 41.257403903850005 0.34587287805000005 0.34641178410000012 0.48797940185000005 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 6 -6 -7 9 13 11 -10 -13 14 15 16 -1 -17 19 21 -21 -19 -2 -24 25 -25 -26 -28 29 -29
right_child=22 2 3 -5 5 7 -8 -9 10 -11 -12 12 -14 -15 -16 17 -18 18 -20 20 -22 -23 23 24 26 -27 27 28 -30 -31
leaf_value=-0.00073338349882103677 -0.006755400141985707 0.026936290407380305 -0.0099686112058648725 0.013619028207761043 -0.009190244795915542 -0.00021338784555946698 -0.05654474614025097 0.098333142957545042 -0.0055023841361445443 -0.019384427135045859 0.012747329797766806 0.0098437816059653016 -0.010424392036037011 0.0054863473353250949 -0.025555819094799044 -0.017321769034087647 0.016520132059240921 -0.011374999005685562 -0.008867607067539451 -0.0011682666242522676 0.017723578404330427 0.0061562631028515098 0.013662797984484443 -0.0019627677720881346 0.011792563816061504 -0.012120486846691984 -0.0034130766226264952 0.036766290294955692 4.1159205248194339e-05 -0.003263977514890366
leaf_weight=4.6672908663162067 1.7691536428174064 0.77948271483182807 1.289023697376251 0.70864084575057651 0.59936013216855011 0.037808919821896492 0.13853135138303685 0.039853674359619617 1.7842896675546427 0.57117519062012512 1.5428429270978083 1.7911767319868093 0.5480236688698702 2.5059724568272932 0.35212278826338739 0.82870114623094071 0.72136541808868049 0.65131434815639166 1.0768651389308272 0.5905416949672142 0.60655807848161203 0.52369496878236532 0.85221028636442397 2.1046423008083361 0.55970380827784794 1.203269080026075 2.8458486063173067 0.21012141383835015 25.326931485552063 0.19606885260569129
leaf_count=525 25 11 17 60 87 118 34 2 27 8 36 31 66 39 25 57 12 61 31 26 19 3 28 24 5 34 22 21 2559 21
internal_value=4.73113e-06 0.00063877 0.00640859 -0.00160126 -0.000179703 -0.0115634 -0.0180806 0.0503572 0.000315132 -0.00121078 0.00384171 0.000509591 0.00509539 -0.000381976 -0.00184985 -0.000986297 0.0015763 -0.00421444 -0.00106508 0.00247702 0.00840404 -0.00356142 -0.000399447 -6.17576e-05 -0.000422233 -0.00565769 0.000172111 -5.54688e-05 0.000315852 0.0174436
internal_weight=57.4226 22.3546 2.77715 1.99766 19.5775 0.815554 0.737891 0.0776626 18.7619 13.0956 5.66633 4.12349 2.3392 12.5244 10.0185 9.66633 5.38866 4.27768 3.44897 2.37211 1.1971 1.17501 35.0679 33.2988 32.4466 3.30791 29.1387 28.579 25.7331 0.40619
internal_count=4034 1295 88 77 1207 241 121 120 966 806 160 124 97 798 759 734 537 197 140 109 45 64 2739 2714 2686 58 2628 2623 2601 42
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 1 1 2 0 0 0 0 0 0 1 0 0 0 1 0 1 0 2 0 1 2 2 0 0
split_gain=0.00125638 0.00984405 0.0241986 0.0138264 0.0102197 0.00627707 0.0146691 0.00823673 0.0185118 0.0540107 0.013866 0.0069344 0.0114782 0.0826423 0.060678 0.00415366 0.0130175 0.01853 0.00823294 0.00712512 0.00815697 0.00642744 0.00375236 0.0365106 0.0488431 0.012262 0.0119611 0.043714 0.0231276 0.014058
threshold=0.34527409360000011 0.4815274992000001 0.48271009850000007 43.018222997350009 0.48098859315000003 0.34515433670000012 0.34518427590000006 0.34494476210000008 40.633548727200008 0.47721625100000004 0.47961138885000004 0.47754558250000007 0.47464147780000004 0.47736594710000008 0.4764977096500001 0.34542378970000004 0.47997065955000012 0.47883296910000012 0.4778150355000001 0.34551360740000009 0.4815274992000001 0.34560342505000002 0.48119816770000007 40.316494640950005 0.47997065955000012 0.34569324270000007 41.535369675400013 42.141702038450013 0.47916230050000003 0.48068920095000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 10 -9 -10 11 12 -1 14 -14 16 17 18 -2 20 -17 -21 23 24 -23 -24 -25 29 -29 -28
right_child=15 2 3 -5 -6 6 -8 8 9 -11 -12 -13 13 -15 -16 19 -18 -19 -20 21 -22 22 25 26 -26 -27 27 28 -30 -31
leaf_value=-0.00013327941381990424 0.0039395894147522832 0.015496540306635454 -0.007039406244256724 0.0077603686664495788 -0.013935673634496444 0.016052866901392512 -0.0016670382368590782 0.0056909158288846427 -0.0030234286715529763 -0.062034973915386253 0.013354589921785329 -0.0055029818021834678 0.032513912627235846 0.081607765100733656 -0.10199309265108394 0.011359136917218194 -0.014506394073390647 0.014457272893581433 -0.010496606880701968 -0.0073559278454966223 -0.00066867150839779361 0.034203371587237366 -0.013314471202224018 0.0048119209289020394 -0.1042555652016755 -4.2881606981384369e-05 0.033364629015346113 0.014507675315438135 -0.10119811996831347 0.10088930110621959
leaf_weight=4.5528251848936439 0.61194168407435245 1.4272829154506315 1.480680875014514 1.1003426411189137 0.55459727020934302 0.75450112486987642 1.2267912350898766 0.56928356177105832 0.62239091424096671 0.20657620698284518 0.72085877542849619 2.4611275239458337 0.069560882693167403 0.12097830045968294 0.064763804536141834 1.1490664176417333 0.83186191046843294 0.6474787690094671 1.1145805109990758 1.2586697890936935 1.107076136395335 0.040895401859226133 0.7115798715967675 1.5767591295478807 0.067579752244455449 32.144538100061787 0.061424753048768932 0.044396334851800612 0.028278601040369722 0.061903812922537327
leaf_count=519 39 17 38 9 7 17 37 10 66 22 10 37 22 5 20 34 26 15 17 36 19 48 20 19 8 2707 37 155 15 3
internal_value=5.99042e-06 0.000760737 0.00504799 -0.000729962 -0.000680412 -3.38375e-05 0.00508093 -0.00111324 -0.00819378 -0.0177289 0.000125835 -0.001186 0.00102373 0.0216566 -0.0323378 -0.000284063 -0.0037416 3.04392e-05 -0.0053799 5.70837e-06 0.00545716 -0.000335975 -8.1615e-05 0.00426189 -0.0520562 -0.00033031 0.00770799 0.0310055 -0.0305147 0.0672581
internal_weight=57.3906 15.9326 4.00831 2.58102 11.9243 11.3697 1.98129 9.38837 1.39825 0.828967 7.99011 7.26926 4.80813 0.255303 0.134325 41.458 3.20586 2.374 1.72652 38.2522 2.25614 35.996 34.7374 1.88124 0.108475 32.8561 1.77276 0.196004 0.0726749 0.123329
internal_count=4034 836 64 47 772 765 54 711 98 88 613 603 566 47 42 3198 97 71 56 3101 53 3048 3012 285 56 2727 229 210 170 40
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 2 0 1 0 1 2 0 0 0 1 2 2 0 2 2 2 0 2 1 2 1 0 0
split_gain=0.0012392 0.0107472 0.00849472 0.0141989 0.00535011 0.00803614 0.00699851 0.0097122 0.00464624 0.0231563 0.0461473 0.0352435 0.0329037 0.0101509 0.0093348 0.0272265 0.0128388 0.00907533 0.0641801 0.00874653 0.0428569 0.00399591 0.0129979 0.00894719 0.0477726 0.00396917 0.0826892 0.0124836 0.01171 0.0323999
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.51505942935000004 40.098777110850008 40.159267750750011 40.316494640950005 40.206947806850003 0.53866650695000018 0.39072183470000005 0.52770875125000016 0.39045238170000002 39.458743938000005 0.5398790455000001 0.51505942935000004 0.5017514446000001 0.36698003050000011 39.184300550350009 39.458743938000005 0.52366695610000014 37.52517992975001 38.244973486750006 39.256147742250008 0.47565941140000007 36.364346611650006 0.42039160505000012 40.563919884450009 0.41911918805000009 0.54300769440000007 0.54499865270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 -3 -6 7 -7 9 11 -11 12 14 -10 15 21 -17 -15 -19 20 -16 23 -23 -1 -25 27 -27 -8 -28 -30
right_child=1 4 3 -5 5 6 25 -9 13 10 -12 -13 -14 17 19 16 -18 18 -20 -21 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.00096101193039779462 0.0070762490260230446 -0.0088100114913106462 -0.027672636732396141 -0.0017225948586282386 0.010957892779780364 0.0034879433641995649 0.00021602147809531678 -0.012378047578590306 0.010567916386874682 -0.07534427674045642 -0.0079459999251568891 0.03166718730824386 -0.027409462920645073 0.00073385896807332527 -0.011820607745992268 -0.0086131772939269293 -0.04174490262657974 0.029447067119251942 -0.10296697306154566 0.0014614372376156916 0.052454150729310492 -0.022076933103442858 0.0048353050626479188 -0.0026490144033443569 0.046551387099637055 -0.1061250224084796 -0.037603951910405949 0.014867554006950421 0.058151821079827082 -0.0015065423026898669
leaf_weight=1.4616523825321031 2.1918332490041612 0.69417225664729088 0.30618923620204386 0.67718316792278577 0.66369232017582547 0.61252766905167177 35.627318361436643 1.042414588341728 1.1235569771524749 0.11725210413800002 0.76050724421503446 0.34123258339241136 0.44808745424234064 3.4496864413456647 0.20518058503512282 0.25545302652972157 0.21573501745297108 0.090271051498433397 0.061570890452902649 0.55196882935706526 0.20982546405866742 0.26940080938410904 0.53756596763560083 0.68899794375613499 0.27657155014458112 0.076099001020098256 0.084715473096044991 0.59117992312348988 0.093388234497979616 3.6100922180341617
leaf_count=216 30 48 30 36 30 16 1708 45 13 71 66 13 38 505 21 13 29 32 18 9 22 50 12 37 38 25 103 13 9 738
internal_value=5.6745e-06 0.000245462 -0.000895674 -0.00980257 -0.000101951 4.06126e-05 -0.000132988 -0.00650572 -0.000104062 -0.00187321 -0.0169491 0.000549681 -0.00152403 0.00226952 0.000958433 -0.00132494 -0.0237826 -0.0003193 -0.0242459 0.00970814 0.0206765 0.00194692 -0.00414918 0.00397366 0.0114436 0.00013013 -0.00291637 0.000455173 -0.000843066 -2.17653e-06
internal_weight=57.3353 45.2874 12.0479 0.983372 43.0956 42.4014 41.7377 1.65494 11.0645 6.33943 0.877759 5.46167 5.12044 4.72509 4.67235 3.70538 0.471188 3.60153 0.151842 0.966975 0.415006 3.23419 0.806967 2.42722 0.965569 40.0828 3.86429 36.2185 3.7882 3.70348
internal_count=4034 2765 1269 66 2735 2687 2657 61 1203 635 137 498 485 568 447 395 42 555 50 52 43 353 62 291 75 2596 875 1721 850 747
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 0 1 1 1 2 0 0 2 0 1 1 0 1 0 2 1 1 2 2 0 1 0 2 2 1
split_gain=0.0014958 0.0677707 0.0730161 0.0187663 0.0163129 0.00787615 0.00471788 0.00349026 0.0514001 0.0501244 0.133248 0.071955 0.0364025 0.00876252 0.0468066 0.012551 0.0309048 0.0435511 0.0272731 0.0605467 0.023183 0.011385 0.0145114 0.0087717 0.00814742 0.0239166 0.0258261 0.015379 0.0280603 0.0137586
threshold=0.39587138110000003 0.53544804050000006 43.631818398850008 36.728658719300007 0.39408999735000005 0.53475943835000017 0.4019490434500001 0.38976377950000002 0.39019789825000006 39.458743938000005 0.52404119640000013 0.53043322055000008 37.198331469900005 0.52005927965000021 0.38552737940000009 0.37078231190000005 0.50339810185000011 0.36945001650000003 0.51191581090000016 40.137820134150012 0.37473428940000003 0.36491422415000008 36.893814626400008 41.571132012400007 0.49649711085000009 0.34829795515000012 0.49094338495000006 42.047301293400004 39.792680591700012 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 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 -4 13 -9 12 -11 -12 -10 15 -15 16 21 -18 20 -20 23 24 -23 -17 25 26 -1 28 -27 -26
right_child=1 -3 5 -5 -6 -7 -8 8 9 10 11 -13 -14 14 -16 18 17 -19 19 -21 -22 22 -24 -25 29 27 -28 -29 -30 -31
leaf_value=-0.00011171399335348791 -0.016317404635056605 -8.1874383544007503e-05 0.066988196204758155 -0.10101676369588759 0.015207438673627369 0.10090223268600336 -0.10023865725973075 -0.054394296165263117 0.0070702297892605405 0.093895001195979599 -0.10174160108651641 0.03038654841535764 -0.032157322104728742 -0.0065092980836962428 0.039187072432627638 -0.03370868521248533 -0.0061357912204399994 0.051388255734259397 0.031873247485602579 -0.032859526584044778 -0.072839124789525825 0.001314235424504648 -0.030906501055608063 0.01052675223245019 0.027277884395700842 -0.034697342034332959 0.017925569565392242 -0.028012001902384023 0.023536168004555047 0.0010372768336071694
leaf_weight=33.1768038803813 0.032317972544412432 16.151043769259019 0.0032470839286666822 0.13725808791060934 0.72374980188757732 0.026797831058502197 0.0035115735388575042 0.18260634156467759 0.56127613244915131 0.18193374872013379 0.075892948196269572 0.0902062130116974 0.40890901090023135 0.6372759252825223 0.34577304085883043 0.10517012677337234 0.24879130573390185 0.27944026183104143 0.30045609432272613 0.2783535671444497 0.1105257555091157 0.28995089134889718 0.26988057971889012 0.078128591043878259 0.29423754761228238 0.1406850460278436 0.81326954253017802 0.49664513981202729 0.20091965999804984 0.62264537237206241
leaf_count=1298 20 1588 80 140 38 1 114 14 18 22 65 24 37 27 41 33 27 27 26 27 36 21 34 14 27 66 10 91 32 36
internal_value=4.54711e-06 -0.000803806 -0.0582045 -0.0848747 0.000327666 0.0765718 -0.0198973 5.9707e-05 -0.0046718 0.00221601 0.0347733 -0.0299846 -0.00946321 0.000243252 0.00956373 2.53324e-07 0.000281075 0.0242951 -0.011853 0.000742809 -0.0366658 -6.8324e-05 -0.0142186 -0.0148539 0.000153293 -9.16649e-05 0.000319858 -0.0167785 -0.000446476 0.00945817
internal_weight=57.2677 16.3542 0.203133 0.169576 40.9135 0.0335565 0.00675866 40.1898 1.50082 1.31822 0.348033 0.166099 0.970185 38.689 0.983049 37.7059 36.8333 0.528232 0.872634 0.57881 0.293824 36.305 0.559831 0.183299 35.7452 34.8283 33.9901 0.83825 0.341605 0.916883
internal_count=4034 1943 355 160 2091 195 194 2053 180 166 111 89 55 1873 68 1805 1669 54 136 53 83 1615 55 47 1560 1497 1308 189 98 63
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 0 0 2 2 0 0 2 2 0 0 1 2 1 1 2 2 2 2 1 2 2 0 1 1
split_gain=0.00132401 0.0128927 0.0135696 0.0108551 0.00699694 0.00344149 0.00201861 0.00585294 0.00168785 0.00583823 0.0193274 0.0065091 0.0350071 0.00300171 0.0133725 0.00257193 0.0123206 0.00863103 0.00311664 0.00860326 0.00681284 0.00508051 0.0250482 0.0174721 0.0144103 0.0121611 0.0269284 0.00539137 0.037156 0.0831896
threshold=34.883496062400006 32.724174661450007 30.317390213800007 0.54429508100000012 0.38052752915000004 35.171584490050009 0.50706565670000014 0.50278434775000014 41.218101594450012 40.94178426300001 0.48119816770000007 0.50922128080000018 41.092444989200011 41.289992964000007 0.4784437592000001 0.56719858685000013 0.44521122120000006 39.458743938000005 0.41804137600000008 0.41714319930000004 40.750688432250008 40.316494640950005 40.206947806850003 40.137820134150012 0.34656148020000005 40.563919884450009 40.720231579350006 0.5231430197000001 0.37413550490000008 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -2 7 -3 9 15 -11 -12 -13 14 -10 18 -17 -18 19 20 21 22 23 27 25 -23 -27 28 -7 -30
right_child=5 3 -4 -5 -6 8 -8 -9 13 10 11 12 -14 -15 -16 16 17 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10008536021945479 -0.0055231293887380928 0.021020197560892566 -0.078846266338055929 0.0023689905725820634 0.095937819841261332 -0.0018482627446127038 0.027407087333152259 0.10056277147795985 0.0032549855097160985 0.017763304364746643 0.0025861833676342825 -0.045355649320923071 0.015042801084526509 -0.00020411212873686438 -0.01347442316404374 0.041464351607438443 0.01042241784276623 -0.0072879856944310642 -0.0021791488540239888 0.012106447898342386 -0.0095899623065249188 0.004178568842111252 -0.015905293987527585 0.015985014026053301 0.012864537207920424 -0.022335174038016107 0.0034400315160114966 -0.0037248344710531719 0.055419427619626344 -0.0038097317189660393
leaf_weight=0.0023507280150570778 1.1250688522696481 0.020544046788367964 0.033522735307388654 0.51430815824072751 0.0080795382595300613 5.708633685124302 0.061922523484099656 0.016828203573822975 1.0589402197530287 0.81810681432712273 1.0568127700244074 0.17682433498327998 0.20984921332092199 25.721038443114747 0.87065457550079717 0.084771567816495863 0.57198278178538797 0.53028567209334687 5.3184396005965473 0.6240691016943164 0.68875857544170571 3.1846861896174241 0.98848183827067337 0.70189707199460905 1.1694730097687847 0.64910517412542357 1.0792664968339523 3.1924017187031524 0.38609305437421404 0.61465147484168003
leaf_count=48 32 46 76 79 74 315 15 1 13 35 22 29 23 2153 36 36 191 116 215 9 23 30 30 15 40 71 9 160 36 56
internal_value=4.19549e-06 0.00446556 -0.047853 0.00821319 0.051759 -4.76987e-05 0.0384839 0.0568371 6.34864e-05 0.000614392 0.0054838 -0.0014757 -0.0125772 -0.00048949 -0.00429351 0.000182405 0.0047275 0.00190219 -3.95652e-05 0.000559736 0.000167329 0.000547558 -0.000680553 0.000738707 0.00288811 0.00051338 -0.00624007 -0.000342042 0.00126753 0.0190412
internal_weight=57.1878 0.657556 0.043953 0.613603 0.0104303 56.5303 0.0992948 0.0373723 55.4052 27.7546 2.26159 1.44349 0.386674 27.6506 1.92959 25.493 1.18704 1.10227 24.306 18.9875 18.3634 17.6747 11.5922 10.6037 6.08253 4.91306 1.72837 9.90178 6.70938 1.00074
internal_count=4034 339 198 141 122 3695 62 47 3663 1461 109 74 52 2202 49 1352 343 307 1009 794 785 762 612 582 150 110 80 567 407 92
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 1 1 2 0 0 0 0 0 0 1 2 2 1 0 1 0 2 1 2 2 0 1 0 0
split_gain=0.00146703 0.00868216 0.0227045 0.0115583 0.0108227 0.00651303 0.0150023 0.00702758 0.0151909 0.0464763 0.0106904 0.0060009 0.0102678 0.0719077 0.0544201 0.00331077 0.011809 0.00703958 0.00524229 0.00816107 0.00534911 0.00286701 0.0163192 0.0105456 0.00924003 0.0218107 0.00917432 0.00871617 0.00595357 0.009587
threshold=0.34527409360000011 0.4815274992000001 0.48271009850000007 43.018222997350009 0.48098859315000003 0.34515433670000012 0.34518427590000006 0.34494476210000008 40.633548727200008 0.47721625100000004 0.47961138885000004 0.47754558250000007 0.47464147780000004 0.47736594710000008 0.4764977096500001 0.34542378970000004 41.919251152600005 42.899217095850013 0.34551360740000009 0.4815274992000001 0.34560342505000002 0.48119816770000007 40.984321400500008 0.34584293880000011 41.919251152600005 42.141702038450013 0.47916230050000003 0.34575312120000007 0.48200652675000005 0.48244064550000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 10 -9 -10 11 12 -1 14 -14 16 -2 -18 19 -17 -20 22 -22 -24 -25 -26 -27 -23 -29 -30
right_child=15 2 3 -5 -6 6 -8 8 9 -11 -12 -13 13 -15 -16 18 17 -19 20 -21 21 27 23 24 25 26 -28 28 29 -31
leaf_value=2.0779594417704036e-05 0.00098628562635246701 0.014981782140981182 -0.0065219291243465809 0.0070356517933425015 -0.014199227791377536 0.016415924894341363 -0.0014870509785475643 0.0050769589329704287 -0.0027062351510176719 -0.057988607855344022 0.011875439993370131 -0.004989832299525699 0.029533578638660952 0.078730181305155328 -0.10175176624662868 0.010559318836637077 -0.019289159743370192 -0.0032251070382084616 -0.0067424641014679114 -0.0015101210909677608 -0.0097871246104335712 -0.0071236073878647097 0.019000942981061478 -0.0042990682658829455 0.087957583145965579 0.0087139565332657303 -0.1005199624329149 -0.014525344911026314 0.026051836170130474 7.6187078751627745e-05
leaf_weight=4.5550715438927396 2.1042783978829145 1.4245230387896293 1.478252894477919 1.094337673159316 0.55259881913662035 0.75629708346650737 1.2281625805881047 0.56660444470492055 0.62344541421217059 0.20113839373607334 0.71106408990453918 2.4586363039097705 0.06899079407304487 0.11433418840169907 0.058216902454660158 1.1426315203666484 0.58616045460109922 0.51027207448203171 1.2602616512413636 1.0991660137660799 0.60437582686715297 1.7838966684648756 0.65395035571213356 0.51786230972176384 0.037546941977097958 0.034694305967215344 0.0098779075455013299 0.2771545587298182 0.14275062216582313 30.498768490056182
leaf_count=519 45 17 38 9 7 17 37 10 66 22 10 37 22 5 20 34 25 27 36 19 63 27 43 37 7 127 8 8 4 2688
internal_value=5.09373e-06 0.000821468 0.00485356 -0.000754757 -0.000533496 0.00013232 0.00533595 -0.000971221 -0.00752903 -0.0161911 0.000173994 -0.000972828 0.0010862 0.0211782 -0.0305495 -0.000309313 -0.00339825 -0.0118131 -4.95644e-05 0.0046416 -0.000343152 -0.000109801 0.003711 0.0102169 0.000642704 0.0318067 -0.015494 -0.000326917 6.5228e-05 0.000197201
internal_weight=57.1553 15.8917 3.99711 2.57259 11.8946 11.342 1.98446 9.3575 1.39119 0.824584 7.96631 7.25525 4.79661 0.241542 0.127208 41.2636 3.20071 1.09643 38.0629 2.2418 35.8211 34.5609 1.85831 1.25393 0.599981 0.0821192 0.0445722 32.7026 30.9187 30.6415
internal_count=4034 836 64 47 772 765 54 711 98 88 613 603 566 47 42 3198 97 52 3101 53 3048 3012 285 222 179 142 135 2727 2700 2692
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 0 1 0 2 1 0 0 1 1 2 0 2 2 1 2 2 2 0 1 2 1 0 1 0
split_gain=0.00131222 0.0124392 0.00690299 0.00533951 0.00474363 0.0217679 0.00660148 0.00779069 0.051441 0.00532379 0.0117382 0.0643388 0.0119729 0.0372794 0.0113844 0.0093535 0.00951496 0.00798622 0.00939641 0.0067912 0.0233864 0.0057305 0.036962 0.00994611 0.0240423 0.0176578 0.00774088 0.0133334 0.0522153 0.0150493
threshold=41.436838994450007 41.535369675400013 41.571132012400007 41.385032804600009 0.47769527860000011 40.80591513400001 0.47736594710000008 0.34452561300000012 0.47515044460000005 40.80591513400001 0.34988473400000003 0.52688542260000015 0.48200652675000005 0.34587287805000005 0.42290649980000011 40.636252116050009 0.53749887730000012 40.583589072600013 40.563919884450009 0.34545372890000009 40.137820134150012 40.003678352300007 39.952536079750011 0.48028502140000007 0.36359689830000008 38.539340721750001 0.36533337325000009 0.50339810185000011 0.37078231190000005 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 -9 15 12 -12 -11 -14 -13 17 -17 18 19 20 -6 22 23 -21 25 -25 -26 -28 -29 -30
right_child=1 2 -4 -5 9 -7 -8 8 -10 10 11 14 13 -15 -16 16 -18 -19 -20 21 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.00021822830924502076 -0.011903496528998241 0.018874788333745104 -0.00027268933739218581 0.0091157371644868673 -0.0040502303089011765 -0.019180792670101893 0.010515985452406361 0.083194596243228072 -0.070508204710062444 0.0020671332792344945 -0.044199963258488115 0.012552900369651379 0.00079057310948435424 0.029930759105819677 -0.0026679314316898867 -0.012503155304025232 0.00043427691329922985 0.011554398315205284 -0.012629812807985585 0.012135650440292193 0.011290348254312285 -0.0032034384166068444 0.023446781433821676 -0.059810903126487319 0.0092447620543576366 -0.0091587981787170005 -0.019470535873907815 0.054951512227796553 -0.0079933652159963932 0.0013588232354173006
leaf_weight=1.5907193135139692 0.93234459826124805 0.18999713869369372 20.885398266748822 0.68674683228939315 1.8573354625550753 0.68927464709264175 0.56182726658880699 0.030127241197070442 0.078536240936955437 4.0225572978379187 0.32943364662060082 0.81847395992372218 1.1673192830639889 0.70366113982163359 1.2296748652704677 1.1841644771554336 1.0933530638684912 0.6288660458387757 0.56271614870638487 0.57117259292863032 2.1373086064122617 5.1295741868847289 0.67862352402880866 0.11742408110876468 0.73947054301970538 0.16628875937249177 0.39051882202409061 0.16600108658894885 2.5684277141084664 5.2127390160875953
leaf_count=208 46 15 2009 16 35 42 4 125 13 37 35 24 34 17 89 27 30 12 6 10 28 179 10 28 25 25 33 12 257 603
internal_value=5.29357e-06 -0.000600118 -0.000100073 0.000384754 0.000210582 -0.00362342 0.00111887 -0.00198788 -0.0278937 0.000569982 0.00274832 -0.00318282 0.00514108 0.01175 0.00341456 -0.000206494 -0.00629237 0.000455858 0.000112 0.000475317 0.00415765 -0.000459205 0.000867456 -0.000675315 -0.001457 -0.0301229 -0.00056103 -0.00143071 -0.000544242 -0.00172817
internal_weight=57.1201 22.0077 21.0754 35.1123 34.4256 2.95048 2.26121 1.69938 0.108663 31.4751 8.27112 2.37758 5.89354 1.87098 2.04815 23.204 2.27752 20.9265 20.2976 19.7349 3.99464 15.7402 10.6107 9.93204 9.36087 0.283713 9.07716 8.33769 7.94717 7.78117
internal_count=4034 2070 2024 1964 1948 392 350 346 138 1556 236 148 88 51 113 1320 57 1263 1251 1245 63 1182 1003 993 983 53 930 905 872 860
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 1 1 1 1 2 1 0 0 1 1 2 0 2 2 2 1 0 2 2 1 2 0 2 1
split_gain=0.00142398 0.00685884 0.0163465 0.00499104 0.0283961 0.0027572 0.0153275 0.053637 0.0303764 0.0569154 0.0341562 0.0223552 0.0123741 0.00755856 0.00718998 0.00790535 0.00707313 0.00670474 0.0113602 0.00796138 0.00683687 0.0206543 0.00384484 0.00327157 0.0356542 0.0352965 0.00440957 0.0248206 0.0106426 0.0353612
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 0.50922128080000018 41.092444989200011 42.066503896600004 0.34656148020000005 0.34829795515000012 0.4019490434500001 0.42039160505000012 41.827117825850003 0.37003383130000006 0.48537468940000006 0.54562737640000014 0.43837010870000009 0.46476153410000004 42.094663496250007 0.47943175355000006 41.481306584950012 41.50623664750001 41.571132012400007 0.34515433670000012 0.55538756325000016 42.141702038450013 42.283941020600004 0.34512439750000007 42.434124620650003 0.49649711085000009 42.522337019050006 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 12 -8 11 -10 13 -9 17 -11 -15 -16 -7 18 -2 -19 -20 -22 -12 -18 25 -25 27 -26 29 -28
right_child=5 2 3 4 -6 16 7 8 9 10 22 -13 -14 14 15 -17 23 19 20 -21 21 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=5.0934335832096179e-05 -0.0032158709476735586 0.017187168723277909 0.0029451531471083102 -0.040692243384411041 0.014186289471475509 0.011202417978177568 -0.072340573808578695 -0.012342929406751177 -0.10277166408429306 0.018191818373129897 0.10047574165064654 0.013383596111698124 0.008676111078150181 -0.10057272969618965 -0.10053236496953606 0.087015131004591031 -0.0071292390302429695 -0.00021611416606317027 0.015437719389534206 -0.0085763408483074365 -0.011705458937344317 0.013808131234607527 0.041819671200009595 0.1002910108986742 -0.020913837917282633 0.0035766202791656294 0.064195012943039156 0.0037268339905405633 1.4244024961060089e-05 -0.015015002446739721
leaf_weight=27.20262193494122 2.5254712719857331 0.8075476294514482 1.0592341190786099 0.17079939004941014 0.21047974775433431 0.58018653477771742 0.12957525439560491 0.718412190931218 0.085806926533678163 0.0122553081310528 0.023770419356878847 0.637482064058986 1.3593216643203039 0.02538231857761275 0.0040684197041400694 0.0050214844917346735 0.62565674475346433 2.3584279789938591 0.63858313008972789 2.2031580712646246 0.55842371800209789 0.73482968473399524 0.021090182241948696 0.070437800541312323 0.62844335591589207 0.081278799522543466 0.10552936196674423 1.1696337807909527 12.190707585644686 0.12096001139597945
leaf_count=1723 30 35 22 29 23 15 3 38 16 4 5 63 39 14 10 60 16 34 12 29 41 45 38 11 35 43 17 42 1503 39
internal_value=5.93314e-06 0.000489643 0.00579823 -0.000586372 -0.0103973 -0.000509951 -0.00164632 -0.0105596 -0.00533857 -0.0442519 0.010574 -0.000247444 -0.000218188 -0.0492619 -0.0732425 0.00307344 0.000368705 -0.00155873 0.00119953 -0.00425394 0.00697175 0.00279142 0.0728999 -5.05393e-05 0.000257725 0.0484784 -0.000256924 -0.00488529 0.000413289 0.0218917
internal_weight=57.0646 29.4507 2.24806 1.44051 0.381279 27.6139 12.0411 1.66286 1.53329 0.177395 0.0915881 1.35589 10.3782 0.0467275 0.0344722 0.0090899 15.5728 9.01889 4.45731 4.56159 1.93184 1.29325 0.0448606 14.9926 14.367 0.151717 14.2153 1.79808 12.4172 0.226489
internal_count=4034 1832 109 74 52 2202 481 251 248 147 131 101 230 88 84 70 1721 191 128 63 98 86 43 1706 1690 54 1636 77 1559 56
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 0 1 1 1 1 1 0 2 1 0 2 2 2 0 0 0 1 0 1 2 1 2 2 0 2
split_gain=0.00144164 0.0601446 0.0647653 0.0193703 0.0136296 0.0072176 0.00419362 0.00262022 0.00259733 0.00444796 0.00696391 0.00655506 0.00368156 0.0516972 0.0187364 0.00925869 0.00581084 0.0175532 0.024052 0.00559952 0.0222615 0.00610637 0.00482889 0.0150746 0.00732509 0.0113863 0.0153333 0.039061 0.07406 0.00638063
threshold=0.39587138110000003 0.53544804050000006 43.631818398850008 36.728658719300007 0.39408999735000005 0.53475943835000017 0.4019490434500001 0.4025178887000001 0.40509266190000009 0.41714319930000004 0.41804137600000008 0.53866650695000018 40.844669808050007 0.42114008565000011 0.55257327625000008 41.571132012400007 42.536568606950006 42.006870117350005 0.5654770815500002 0.56915960600000015 0.57294691775000006 0.4591329601000001 0.56719858685000013 0.43837010870000009 40.377444152000002 0.42039160505000012 38.244973486750006 38.903925214650009 0.55974372025000008 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -4 -3 -9 11 -11 -10 22 -14 15 -15 17 -16 -19 -20 -21 -22 24 -24 25 -12 -27 -28 -29 -25
right_child=1 7 5 -5 -6 -7 -8 8 9 10 12 -13 13 14 16 -17 -18 18 19 20 21 -23 23 29 -26 26 27 28 -30 -31
leaf_value=7.9061536498746071e-05 -0.014128508040843571 -0.0027180843185198936 0.063143346681223997 -0.10093601942726001 0.013993612273425002 0.10081596263150372 -0.10021583811919491 0.0033235442046528822 0.0018877401851028577 0.010765714426047004 -0.0064595444668407963 -0.013333037147231028 0.06092387081488574 -0.057162719046526173 0.0028944417555429314 -0.013556837981387985 -0.0022857015939684896 -0.017525280418559479 0.10068919877639625 0.10047261659849205 -0.10023255705229928 0.022034491022241698 0.056328106662273905 0.0088612258994634607 -0.0099614011286726298 -0.00025279441094187117 0.067455090949164742 0.042652774121056808 -0.07624797498299514 -0.0061598900517767889
leaf_weight=39.993151723339032 0.032387791230977236 3.1551815831971917 0.0031096781464512576 0.12458250886277189 0.71656965593430655 0.024276673793792725 0.0031768648358152379 2.5966517280258747 0.53774857381358632 0.61814140737442258 1.6195510709915191 0.5971431363398807 0.14444823744091229 0.07496513566002283 1.1666240444087006 0.13893433849443682 1.5491215953669089 0.045109798898920306 0.038968459703028202 0.030069666914641857 0.0089146753307431936 0.0075392527485291785 0.052284398430401891 0.5697631023184857 1.2116750721907008 1.0407529959258512 0.12997810286333322 0.14130725333052396 0.083247916973505198 0.56144553686819698
leaf_count=2053 20 44 80 140 38 1 114 24 5 11 28 63 19 10 164 40 438 9 2 3 7 46 21 359 29 77 12 31 34 112
internal_value=5.73618e-06 -0.000788752 -0.0570938 -0.083025 0.000323984 0.0760869 -0.0194092 -0.000133705 0.000495263 -0.000213094 0.000513092 -0.00612094 -0.000222577 0.00246339 -0.00029603 -0.0288393 0.00184897 0.0067865 0.041553 0.0727256 0.0493032 -0.0442093 -0.00181365 0.00383225 -0.00339459 -0.000755368 0.00586564 0.0238267 -0.00142655 0.00140589
internal_weight=57.0168 16.3071 0.187534 0.15697 40.7097 0.0305632 0.00628654 16.1196 12.9644 10.3677 9.23284 1.13489 8.6147 3.2047 3.06025 0.213899 2.84635 1.29723 0.130602 0.0854921 0.0465236 0.0164539 5.41001 1.18349 4.22651 3.01484 1.39529 0.354533 0.224555 1.13121
internal_count=4034 1943 355 160 2091 195 194 1588 1544 1520 1452 68 1441 738 719 50 669 231 67 58 56 53 703 492 211 182 154 77 65 471
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 0 0 2 0 1 1 0 1 1 1 1 0 0 2 1 1 2 0 1 0 2 0 2 2
split_gain=0.00134975 0.00587924 0.0130053 0.00351675 0.0257907 0.00252037 0.0236061 0.00721605 0.0123379 0.0645196 0.00645217 0.0358614 0.00421025 0.00285769 0.00732972 0.00459275 0.0596851 0.00705787 0.0446854 0.0688079 0.00328621 0.0157869 0.0197188 0.0082057 0.0301116 0.0108506 0.0251015 0.0101911 0.034302 0.0876987
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 0.50922128080000018 0.41911918805000009 0.34440585610000002 0.47396784530000008 0.47808448850000007 40.413896136950008 0.47515044460000005 0.34479506600000004 0.34488488370000009 0.47769527860000011 0.34512439750000007 0.3453339720000001 0.34656148020000005 0.35651627195000007 0.49880243110000005 0.4871261339500001 37.038444968100009 0.36491422415000008 0.37078231190000005 36.893814626400008 0.52005927965000021 0.3782970569500001 0.5231430197000001 39.337369931850013 0.52770875125000016 36.010074051050005 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1 8 9 -7 -9 -12 -10 -13 -15 -16 -17 18 -18 -20 -19 22 -22 24 -23 26 -25 28 -27 -30
right_child=-2 2 3 4 -6 7 -8 10 12 -11 11 13 -14 14 15 16 17 20 19 -21 21 23 -24 25 -26 27 -28 -29 29 -31
leaf_value=-0.0018141553835064198 -0.00049733747111134756 0.015630526574290749 0.0026486296323060539 -0.034180378336751444 0.018444300919341686 -0.00090923659035197402 0.034964593591923832 -0.0078625186193917781 0.0065637847299327458 -0.075376802743545593 0.023789241932330521 -0.0051762373858683514 -0.0059759341856060614 0.0081918539471185717 -0.002851805586841007 0.05082194502202704 -0.078944209378532137 -0.007181515687607192 -0.054922661610700765 0.08583725617592658 0.033715786135414268 -0.043901955534335395 -0.00040980453971837459 0.029770693338058055 0.0032692293886705964 0.0031733654289365833 -0.0067422218685025768 0.00026383965300318389 -0.10351559703721325 0.013509192097712197
leaf_weight=1.0164769731389096 27.560778669650759 0.79922703725404121 1.0570033952826632 0.19194048520876084 0.18090104877165913 0.55052513504949985 0.21068595484666719 0.92818961059674521 0.54805353676761093 0.14752552603022195 0.65046471636742609 1.0284850420430327 0.52351568080484867 1.0946206198423194 4.9719096232438487 0.23345271918151311 0.0774109584429582 0.59037297074610151 0.069053980667376891 0.069862930839050819 0.31351805198232696 0.19670327551284472 0.36816003022249788 0.38429544089103629 0.43369433570406102 0.52214184494732663 0.36913344173808582 11.628721068031354 0.12074125288120285 0.13635936756691081
leaf_count=195 2202 35 22 16 36 79 22 16 56 17 8 8 4 13 48 43 13 13 22 26 20 38 24 35 41 10 26 878 32 36
internal_value=5.48284e-06 0.000476637 0.00541389 -0.000296812 -0.00864712 7.17862e-05 0.00450022 -0.000137576 -0.00630178 -0.0166472 0.000313416 0.000639689 0.000437499 -2.63379e-05 0.0002191 -0.000206915 0.000640738 -0.000125938 -0.0180602 0.0158671 0.000131612 0.000429914 0.0152853 -0.000304332 -0.0114496 0.000229499 0.0118816 -0.000478034 -0.0115491 -0.0414487
internal_weight=56.9739 29.4131 2.22907 1.42984 0.372842 27.1841 1.22716 25.9569 1.76962 0.698051 24.1873 23.2591 1.07157 22.6086 21.5802 20.4855 15.5136 15.2802 0.216328 0.138917 15.0638 14.4735 0.681678 13.7918 0.630398 13.1614 0.753429 12.408 0.779242 0.257101
internal_count=4034 1832 109 74 52 1723 217 1506 156 96 1350 1334 60 1326 1318 1305 1257 1214 61 48 1153 1140 44 1096 79 1017 61 956 78 68
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 1 0 0 2 0 1 1 2 1 0 0 0 2 0 2 1 0 1 0 1 1 2 1
split_gain=0.00124874 0.00817269 0.00991765 0.00533799 0.00428011 0.00593562 0.00893384 0.00416347 0.0039998 0.024266 0.0327055 0.0112362 0.023041 0.00364512 0.0216987 0.0234859 0.0231363 0.0121776 0.00489551 0.0258068 0.00742455 0.0300404 0.0110043 0.00364869 0.00741555 0.00335194 0.00383527 0.00394027 0.00363507 0.0164063
threshold=0.5398790455000001 0.41988263825000011 0.54228915300000013 0.54136103710000005 37.784765830350004 40.340071172300007 41.178189531300006 0.42209814075000007 0.54386096225000014 0.55257327625000008 41.147265497500008 0.55677973715000018 0.4445375887000001 0.44805544745000009 41.092444989200011 0.43639411995000005 0.56719858685000013 0.56188437470000008 0.56294721715000018 40.844669808050007 0.5681267027500001 40.80591513400001 0.43837010870000009 0.5718990449500001 0.44214245080000009 0.53928026105000015 0.41804137600000008 0.41615520495000008 39.896141435400004 0.39072183470000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 -3 -4 -6 -7 -5 -9 10 -10 12 -11 14 18 -16 -17 -15 -13 20 -20 22 -22 -18 -25 26 27 28 29 -1
right_child=1 3 4 7 5 6 -8 8 9 11 -12 13 -14 17 15 16 23 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019355914281494091 -0.016553190345103722 0.010321345219413407 0.0025091609345550114 -0.011691162684600395 -0.013896018847070543 0.007716890951750501 -0.010003654128768589 0.0086175515703529951 -0.075033332102832848 0.088201253618095027 0.0077241851354115949 -0.0017438037607727629 -0.024775012177023808 0.038389565323723798 -0.10092651789380246 0.015390840214934243 -0.101275810288996 0.0010619446005664299 -0.040953027991969738 0.091540254744214344 0.0056839741680294797 0.10043635663672759 -0.10222885499575846 0.041168317035009477 -0.1002844284390898 0.004645820166341001 -0.0082670004703152625 0.0062075730465718836 0.0003994358065586415 -0.0147918834073555
leaf_weight=5.7902446465091417 0.60917717685515826 0.56888509965665424 1.0662245366473828 0.28148051955940889 0.56994825002948335 0.55324989208020248 0.58567852216143024 0.58223550907950983 0.098897539208451124 0.042287851853178071 0.092341648776709917 0.51339815788651311 0.031498214288717463 0.089445947742121112 0.04347634440910042 0.081186732724972899 0.02475500760522209 3.8167997284749644 0.038623233228491927 0.036548139294609427 0.022053865448697252 0.024839799851179123 0.016534409276172113 0.0065484938366289222 0.0085385115587790494 1.6498369211330999 0.54681510999083727 1.0516849485925508 37.186378591942969 0.88789584900911389
leaf_count=535 20 13 34 38 24 6 88 13 26 37 18 23 14 13 21 16 12 1012 24 14 16 2 34 20 27 14 104 8 1674 134
internal_value=4.35007e-06 -0.0010224 -0.00499902 0.00107373 -0.0024627 -0.00556481 -0.00139566 0.000174673 0.000774314 -0.000141247 -0.0350731 0.00125149 0.0399733 0.000646523 -0.00543006 -0.0378843 -0.015238 0.00191668 0.00275845 0.0194356 -0.00638757 0.0146604 -0.0405548 -0.077651 -0.0388871 0.000218028 5.73445e-05 0.000158686 1.36594e-05 -0.00213449
internal_weight=56.9175 9.80465 3.38428 6.42037 2.7751 1.70888 1.13893 5.85149 5.57001 4.98777 0.191239 4.79653 0.0737861 4.72275 0.816503 0.164505 0.121029 3.90625 0.651998 0.138599 0.102051 0.0634281 0.0385883 0.039842 0.015087 47.1129 45.463 44.9162 43.8645 6.67814
internal_count=4034 1565 172 1393 152 118 94 1380 1342 1329 44 1285 51 1234 209 96 75 1025 113 90 76 52 50 59 47 2469 2455 2351 2343 669
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 0 0 0 1 2 0 1 0 2 2 1 1 2 2 0 0 1 0 1 0 0 2 2
split_gain=0.00120031 0.00474046 0.0105946 0.00286464 0.0268243 0.00255805 0.0137199 0.0740735 0.0802659 0.0329922 0.0163369 0.0133293 0.0126095 0.0304831 0.0092449 0.00318111 0.0119197 0.0296557 0.00913443 0.0084374 0.00717339 0.00362981 0.0294502 0.044878 0.0886549 0.0385375 0.0276855 0.025026 0.0227609 0.0380438
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 0.50922128080000018 41.092444989200011 41.741384785950011 41.50623664750001 0.48200652675000005 0.49094338495000006 0.50465554925000011 0.43401395170000007 41.770271989050009 0.48200652675000005 0.34988473400000003 0.4778150355000001 42.066503896600004 41.919251152600005 0.34623214870000002 0.3459626957000001 41.872294782850005 42.094663496250007 0.52507409960000018 0.49485045360000007 0.35275889945000011 0.49949103320000005 0.37977904855000005 0.50706565670000014 0.53833717555000005 43.631818398850008 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 12 -8 -9 -10 -11 -7 14 -14 -2 16 18 -18 -13 -20 -17 22 -22 -24 -25 26 -26 28 -23 -30
right_child=5 2 3 4 -6 11 7 8 9 10 -12 15 13 -15 -16 20 17 -19 19 -21 21 27 23 24 25 -27 -28 -29 29 -31
leaf_value=8.6528283231349705e-05 0.0014244539366433365 0.014170429966643056 0.0023491371502313233 -0.038968621786352825 0.016105364398340934 0.01437448181800245 0.0014348849935191428 -0.10512520128994732 0.10036162427488989 -0.10043244436280235 0.033216252107269854 0.010010823219523167 0.014249778112939308 -0.010019022875358503 -0.0080186614550775675 0.011212037012863994 -0.025015605540257332 0.003864231671201561 -0.011747964643520242 0.0026557328678680149 -0.0004793163391641175 -0.10099935827983351 0.055192307922637775 -0.10459330583414116 0.031350471059676963 0.07393957619720655 -0.036171329839905772 -0.0012660008793523702 0.095696314723177051 -0.06062172002665242
leaf_weight=27.114600104055992 1.9400835833523693 0.7915995333276834 1.0547576649114487 0.15721828229584378 0.20214828289681464 0.6349019117870246 0.78387151576640623 0.15067630494013429 0.03163306403439492 0.019862659771163749 0.016952178699348952 0.80776676672569969 1.4608662436949091 0.80153165881594812 2.2265951917506754 0.57944361104817588 0.69321628936444069 0.72999482540754457 0.66074361210265431 1.0577035632031195 9.8199093165798761 0.047858671809561382 0.2458127719582992 0.066435587213659553 0.1316107102757087 0.099813276984935861 0.11274398685719689 4.3661723852805867 0.022550849185790867 0.050288593672274118
leaf_count=1723 31 35 22 29 23 15 49 15 4 19 39 25 42 70 19 15 35 65 29 24 698 58 11 12 28 88 33 624 2 152
internal_value=3.82191e-06 0.000449188 0.00490731 -0.000278008 -0.0079888 -0.000470008 -0.00205547 -0.0129334 -0.0643329 0.0254643 -0.038891 0.000115441 -0.000358418 0.00565173 -0.00362177 -0.000349009 -0.0028833 -0.0102025 0.00124019 -0.00288249 0.000294959 -0.0001278 0.000891488 0.0213986 0.00116753 0.0215828 0.000196263 -0.00250772 -0.0474261 -0.0122262
internal_weight=56.8794 29.3203 2.20572 1.41412 0.359367 27.559 7.43207 1.003 0.219124 0.0684479 0.0368148 20.127 6.42908 2.2624 4.16668 19.4921 3.94943 1.42321 2.52621 1.71845 15.5426 14.9632 10.4763 0.656416 0.410604 0.344168 0.244355 4.48687 0.120698 0.0728394
internal_count=4034 1832 109 74 52 2202 288 126 77 62 58 1914 162 112 50 1899 178 100 78 53 1721 1706 870 172 161 149 61 836 212 154
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 0 0 0 1 1 1 1 0 2 0 2 2 0 2 0 2 1 0 1 1 2 1 1 2
split_gain=0.00115942 0.0152168 0.00770304 0.00382221 0.00553764 0.0148145 0.00235829 0.00991059 0.00956253 0.00629397 0.00586715 0.00330354 0.100257 0.0231694 0.00918458 0.013424 0.012026 0.00493402 0.0313525 0.013379 0.00887971 0.00998484 0.0096937 0.0192451 0.00490144 0.00269161 0.00642866 0.00586496 0.00435311 0.00457327
threshold=43.752965619700007 43.832725745850006 43.525909308350002 0.39606598605000004 48.778770352700008 0.37386605190000005 0.47883296910000012 0.47916230050000003 0.4784437592000001 0.3453339720000001 0.34524415440000006 0.34488488370000009 0.34479506600000004 0.4778150355000001 41.385032804600009 0.4778150355000001 40.984321400500008 39.952536079750011 0.47736594710000008 38.179089776100007 0.47396784530000008 40.750688432250008 0.34398670700000006 0.43780126340000008 0.34515433670000012 0.34488488370000009 41.092444989200011 0.34518427590000006 0.3453339720000001 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -3 8 -8 9 10 11 12 13 17 16 -16 24 19 20 -1 21 -19 23 -23 -13 26 -9 -27 -29 -30
right_child=1 3 -4 -5 -6 -7 7 25 -10 -11 -12 14 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.00062667396991213434 0.038662886460040874 0.01975354384622207 -0.011456375990424568 0.0010161902578423915 0.012288524335244796 -0.10106353673884672 0.012298235746654595 0.0075510455284746678 -0.0127025292452947 0.0047996153332226631 -0.0087002340883179149 -0.003730075968609946 -0.078187264595638933 0.043628679352359701 0.016537520797511928 -0.0042692409137999893 -0.014019361093908948 -0.10171290167947017 0.0013691177893096632 0.028297072901948418 -0.10117625967758244 -0.074110647295270685 -0.10110528525435303 0.081460314518731591 0.0097811860777190923 -0.0048107619412093971 -0.0013684210004644055 0.0059454713836805482 -0.00081501852117779258 0.0015933682567567335
leaf_weight=1.4678571725910226 0.10790166079675945 0.018623606482491506 0.59327330531620148 4.0963350706712198 0.026951201114570722 0.022304003019335994 0.67909188407065713 1.5465450612828129 0.69832565572687677 1.7565963193767773 1.0735564856256017 0.51613922583530569 0.16697991103572096 0.12631057999533357 0.75833220396088996 0.52457574510845006 0.63930960837751616 0.017178093354232205 0.54455522960051894 0.17947887818303332 0.034913912421473015 0.013935349856366963 0.0093075043987482786 0.018519029330605008 0.55958404019474983 2.4843966521439134 1.6922438410110769 1.2773068855458394 23.226199424195755 11.936540570698474
leaf_count=159 15 11 58 875 16 32 13 22 31 171 29 59 34 5 44 10 7 23 6 32 17 113 2 27 6 38 25 27 1557 570
internal_value=2.64303e-06 0.00158689 -0.000126173 0.000626194 -0.0229092 -0.0460872 3.22486e-06 0.000313845 -0.00145828 -0.000524294 -0.00193049 -0.00062733 -0.00325139 0.00193622 0.00163007 0.00802972 -0.00315711 -0.000367715 -0.00783097 0.0025246 -0.0612113 -0.0375376 -0.0111401 0.0146608 0.00329839 0.000120821 0.00289069 -0.000109652 0.000210859 2.54594e-06
internal_weight=56.8132 4.27212 52.5411 4.16421 0.0678788 0.0409276 51.9478 42.8423 9.10545 8.40713 6.65053 5.57698 2.57904 2.41206 2.99794 1.28291 1.71503 2.28575 0.638409 1.64734 0.0938539 0.05894 0.0417619 0.0324544 1.07572 42.1632 3.23879 38.9244 36.44 35.1627
internal_count=4034 949 3085 934 59 43 3027 2252 775 744 573 544 418 384 126 54 72 379 188 191 182 165 142 140 65 2239 47 2192 2154 2127
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 2 0 1 0 2 0 0 1 1 1 0 1 2 2 1 2 1 2 2 1 2 0 0
split_gain=0.00124922 0.00884781 0.00686054 0.00534957 0.00495246 0.00903277 0.00398629 0.0175931 0.00410717 0.00527543 0.0412111 0.00391158 0.00793646 0.0146056 0.00492131 0.00877309 0.00636859 0.00583385 0.0230429 0.0155951 0.0140107 0.0566196 0.00418938 0.0481855 0.0193785 0.0148712 0.0291019 0.0131444 0.0127616 0.056362
threshold=41.436838994450007 41.535369675400013 41.571132012400007 41.385032804600009 41.741384785950011 41.770271989050009 0.47769527860000011 40.80591513400001 0.47736594710000008 0.34452561300000012 0.47515044460000005 41.289992964000007 0.48200652675000005 0.48306936920000004 0.34488488370000009 0.34452561300000012 0.34512439750000007 0.47865333370000007 0.3453339720000001 41.243661560350013 41.092444989200011 0.39670967935000007 39.792680591700012 0.36359689830000008 40.003678352300007 39.952536079750011 0.37003383130000006 39.337369931850013 0.51675099550000014 0.50465554925000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -4 -6 7 8 9 -1 -11 14 -13 -14 15 -8 -16 -18 -19 20 22 -22 23 27 25 26 -24 -20 29 -25
right_child=1 2 4 -5 5 -7 11 -9 -10 10 -12 12 13 -15 16 -17 17 18 19 -21 21 -23 24 28 -26 -27 -28 -29 -30 -31
leaf_value=-9.3543391012614318e-05 -0.010213733949134735 0.019293672297978747 -0.0084892651749436769 0.0091135675500777138 0.011809315204456149 -0.0004257331355549488 -0.0018233476409887013 -0.017302724677611347 0.0084518389453911713 0.079752233062480471 -0.064536068690156337 -0.00061514919680535538 0.02072423104626472 -0.0007042073062676151 -0.0063581813465877941 0.010409251741938347 -0.0055957149488908954 0.019434750577339229 -0.021966063671578051 -0.014782303207865742 0.055927871209491803 -0.028124342781259089 0.019628582262744915 -0.0026388893194270141 -0.00027790173689435673 0.022669470539532138 -0.01145689114644372 -0.061729619086103561 -0.0017410987801223241 0.043385666382893297
leaf_weight=1.5902577204848107 0.91543309573360687 0.17954013848136341 0.71963407047893113 0.6865066963243639 0.62272701178523249 19.447874113392416 1.124444726647208 0.68909222808027681 0.55251337029039849 0.027528550679917552 0.070460601185914129 1.6171696153469377 0.63214591890573479 0.64023549474282504 1.5891683205263714 1.2250372082926331 1.634847099543548 0.63080957112834468 0.20469844952891136 0.68671777804502809 0.19272367580560867 0.13719628025322805 0.60295779164880448 1.0900281276738031 10.553200163381323 0.67197007290087629 0.60171037243706271 0.13998235387771274 6.9533534898190679 0.35200088974686128
leaf_count=208 46 15 95 16 15 1899 14 42 4 125 13 11 5 46 13 29 21 17 43 15 28 23 8 60 331 10 39 14 790 39
internal_value=1.89657e-06 -0.000590389 -0.000170283 0.000373344 -0.00033837 -4.61184e-05 0.000197951 -0.00332917 0.000968068 -0.00148115 -0.0240005 0.000528316 0.00403353 0.00994189 0.000171564 0.00455482 -0.000223899 0.000174773 0.000588225 5.23789e-05 0.000526208 0.020975 0.000207526 -0.00147008 0.00138714 0.0107504 0.00410194 -0.0381149 3.44063e-05 0.00859576
internal_weight=56.782 21.8852 20.9698 34.8968 20.7902 20.0706 34.2102 2.92985 2.24076 1.68825 0.0979892 31.2804 2.88955 1.27238 28.3908 2.34948 26.0414 24.4522 22.8173 22.1865 21.4998 0.32992 21.1699 8.74006 12.4298 1.87664 1.20467 0.344681 8.39538 1.44203
internal_count=4034 2070 2024 1964 2009 1914 1948 392 350 346 138 1556 62 51 1494 43 1451 1438 1417 1400 1385 51 1334 946 388 57 47 57 889 99
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=2 1 2 1 0 1 0 2 2 2 2 2 2 1 2 0 0 2 1 2 0 2 1 0 0 0 1 0 1 2
split_gain=0.00114907 0.00413183 0.0113872 0.0209648 0.0170346 0.00480191 0.012918 0.00377197 0.00383987 0.00714086 0.00558169 0.00399527 0.00737961 0.0037632 0.00270559 0.0120701 0.0340074 0.0302418 0.0118501 0.0317313 0.00942874 0.00579942 0.00392522 0.0170026 0.00343808 0.0237206 0.0378092 0.0791628 0.0336251 0.0253692
threshold=41.319407281650008 0.34311846950000008 37.999598532650005 0.33204095685000007 0.46989611090000011 0.32058920395000007 0.42018203045000008 41.360869295700006 41.436838994450007 41.535369675400013 41.571132012400007 41.741384785950011 41.770271989050009 0.32168198560000011 42.066503896600004 0.49485045360000007 0.49830843385000007 41.975471476700008 0.34614233110000009 41.919251152600005 0.54064249575000012 42.094663496250007 0.31060447290000009 0.39606598605000004 0.52507409960000018 0.49485045360000007 0.35275889945000011 0.49949103320000005 0.37977904855000005 43.084235337800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 6 -1 -2 -9 -10 -11 -12 -13 -4 15 18 -17 20 19 -14 -18 -16 23 -23 25 -24 -27 -28 29 -29
right_child=7 -3 4 -5 -6 -7 -8 8 9 10 11 12 14 -15 21 16 17 -19 -20 -21 -22 22 24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10021992629314334 -0.0050462108874852751 0.00048694119006568136 -0.049023765631098892 0.058363820549118588 -0.10108653005999904 -0.10045612917951285 0.10008194674854859 0.0043373675265179134 -0.0091624490347823519 0.017439750356365781 -0.0076118817949590483 0.010718966299324076 0.0066137374248138731 0.0097940626881891507 0.010073218695750317 -0.027573609517007332 -0.033934032772070279 0.081354661828749467 0.0052991813189349384 -0.022402391566583545 0.033095318740510353 0.0082059243794534997 -0.00027975494950326411 -0.10153793322779717 -0.0023731667721757859 0.051099912106683743 -0.10415381736944158 -0.026414087076928473 0.070276024851379168 0.039742054532874216
leaf_weight=0.007488205854839225 1.7009549680864378 31.255540990864816 0.015202244090758654 0.041615444302806281 0.030008937322094198 0.012626420623765178 0.0056485335808247328 1.749653147836624 0.91826431997779323 0.17880465253197542 0.72218248651333539 0.61773970591347804 0.81898971660338538 0.038239346215050318 0.57429007484198891 0.5048522651195525 0.058508034657279495 0.060350141867047569 1.7736709235222603 0.69817255808010492 0.032722714075696491 0.047872737476617355 9.7466578266628545 0.020021763209456367 4.479876981693498 0.23878306814003669 0.060906486398032256 0.14537579238822218 0.094637525125655098 0.096403543259611979
leaf_count=53 30 1690 39 26 10 48 3 32 46 15 95 15 26 33 15 3 25 21 22 35 46 113 560 25 836 11 12 17 88 44
internal_value=3.06108e-06 0.000407263 -0.0161041 0.0144747 -0.0407937 -0.0564198 -0.0140942 -0.000497912 -0.000170634 -0.00053097 -0.000153017 -0.00030431 -4.13576e-05 -0.00693753 -0.000383073 -0.00272047 -0.0151017 0.0264368 -0.000250741 -0.006739 -0.00989189 0.000211989 -0.000167314 -0.024157 -5.77263e-05 0.000941323 0.0196511 0.000751056 0.0197435 -3.59583e-05
internal_weight=56.7461 31.4064 0.150829 0.0673786 0.0834505 0.0257632 0.0131367 25.3397 23.6387 21.8891 20.9708 20.792 20.0698 0.0534416 19.4521 3.94727 0.656433 0.151581 3.29083 1.51716 0.0912307 15.5048 14.9305 0.0678945 14.8626 10.3828 0.636106 0.397323 0.336417 0.241779
internal_count=4034 1902 212 130 82 104 56 2132 2102 2070 2024 2009 1914 72 1899 178 95 92 83 61 71 1721 1706 138 1568 732 172 161 149 61
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 0 2 1 1 2 1 0 2 2 0 0 0 1 0 2 2 2 1 2 2 1 1 1 1 2
split_gain=0.0011881 0.00836978 0.00954176 0.00826316 0.00875604 0.00437058 0.00736988 0.104704 0.0693303 0.019622 0.0147159 0.0115306 0.00437609 0.0158497 0.0216329 0.00515128 0.0200364 0.00545948 0.00351386 0.00327358 0.0261419 0.00645416 0.049825 0.00369326 0.0417329 0.00359064 0.0220597 0.00299541 0.00329397 0.00271769
threshold=0.5398790455000001 0.41911918805000009 38.625745710700009 0.54300769440000007 0.54386096225000014 0.54136103710000005 40.844669808050007 0.42114008565000011 0.42039160505000012 40.664404858950007 0.42209814075000007 0.55257327625000008 42.536568606950006 42.006870117350005 0.5654770815500002 0.56915960600000015 0.57294691775000006 0.4591329601000001 0.53928026105000015 39.110279783550006 39.458743938000005 40.563919884450009 0.45036076765000005 38.903925214650009 38.625745710700009 0.42290649980000011 0.45280081435000008 0.41804137600000008 0.41615520495000008 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 -4 -5 -3 8 -8 -7 10 -10 -9 13 -13 -15 -16 -17 -18 27 23 -21 22 -22 24 25 -12 -27 28 29 -1
right_child=1 5 3 4 -6 6 7 11 9 -11 19 12 -14 14 15 16 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018552584328380532 0.00044902059406956471 0.0095075541202343794 -0.019710175469284722 0.0040824094061594068 -0.013682129065117829 -0.10264283986594534 0.098747099554399961 -0.023388394550692592 -0.032912507991206444 -0.048311208190021888 0.0042508244845326157 0.0024565076857906063 -0.0018456290591346864 -0.016281808539888337 0.10061553850319366 0.10042832698057319 -0.10020697829908923 0.018494790522267792 0.0047453510701982752 0.054850238334820126 0.02368253228074018 0.0054526850865631114 -0.10317098405545196 -0.0069787199534610093 0.080906352485215854 -0.090357205475977073 -0.0024970501172921211 -0.0072945298114273143 0.0056781099970561978 0.00033846938961498924
leaf_weight=6.6631438913080592 1.6112665293453017 0.56447627020588687 0.60168259537567781 0.53321113856509306 0.57847032474968785 0.068753530333140023 0.11155788255200638 0.19553504458440363 0.12465811870060939 0.084674975946654629 0.514506354928017 1.1553316922796271 1.5523772185196909 0.0430894165765493 0.034851829521358013 0.027271268889307976 0.007894348818808794 0.0076096365329121349 1.6496156454086293 0.10199569973393341 0.092884149190922471 0.55880686727860507 0.046445561560576998 0.54446692656303231 0.064878305835906036 0.030274481411202814 0.50964703300577996 0.54905517373973012 1.047636956424397 37.038107718006366
leaf_count=669 38 13 20 5 95 16 14 34 13 25 2 164 438 9 2 3 7 46 14 33 31 19 95 32 12 113 286 104 8 1674
internal_value=3.09228e-06 -0.0010004 -0.00507536 -0.0102705 -0.00516148 0.00110263 0.000295426 0.00360683 -0.00349122 -0.000941124 0.000608408 9.6978e-05 0.00172057 0.00605904 0.0405375 0.0720768 0.0488244 -0.041946 0.000211852 0.00230436 0.00756048 0.000651585 -0.0186041 -0.00022339 0.00306262 -0.00172706 -0.00742355 4.67551e-05 0.00013683 3.991e-06
internal_weight=56.7142 9.76662 3.32463 1.71336 1.11168 6.44199 5.87751 3.13552 2.74199 2.67324 2.58856 3.02396 2.82843 1.27605 0.120717 0.0776271 0.0427753 0.015504 46.9476 2.46391 0.800132 0.698137 0.13933 1.66377 1.11931 1.05443 0.539922 45.2979 44.7489 43.7013
internal_count=4034 1565 158 120 100 1407 1394 717 677 661 636 703 669 231 67 58 56 53 2469 623 178 145 126 445 413 401 399 2455 2351 2343
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 0 2 2 1 2 2 0 1 2 2 0 0 1 0 0 0 0 1 1 1 0 0 0 2
split_gain=0.00113866 0.00951891 0.00798785 0.00660194 0.00447841 0.0127769 0.0103479 0.0135746 0.0102349 0.00800139 0.0344297 0.0261802 0.0165048 0.0057717 0.0195313 0.0156536 0.0123184 0.00465967 0.00734218 0.00411278 0.00457237 0.0182485 0.00323431 0.00961925 0.00752277 0.0124908 0.00674502 0.0110116 0.00640054 0.0135923
threshold=0.34467530910000005 0.34485494450000004 0.34479506600000004 0.3447052483500001 0.4778150355000001 41.646178195200001 0.47865333370000007 41.257403903850005 40.720231579350006 0.3453339720000001 40.720231579350006 42.824128352900011 0.4815274992000001 0.34542378970000004 42.434124620650003 42.456897412850005 0.47769527860000011 0.47736594710000008 0.34584293880000011 0.4815274992000001 0.4784437592000001 0.4764977096500001 0.48447651265000008 0.34587287805000005 0.34641178410000012 0.34656148020000005 0.48637765340000011 0.49053920540000012 0.48119816770000007 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 -2 5 8 7 -6 -3 10 -8 12 -12 -7 -15 -16 17 18 -17 20 21 -1 28 -24 -25 -26 -27 -28 -11 -30
right_child=1 4 -4 -5 6 13 9 -9 -10 22 11 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=0.00025444456755637244 -0.010400658580292972 -0.0049855395681673463 -0.016926158929239623 0.0056469145054439457 -0.014395171871992442 -0.011768666724943026 0.018325700879225647 -0.00021557140843721226 0.010316470939812989 0.0015821342481615109 -0.020981490813490829 0.0093942430652904675 -0.00077675101498495761 -0.068917987454944152 0.1009119328989468 -0.10028145354293445 0.10008735494315441 -0.10012570980029428 0.029831464318316382 0.0068347194689233511 -0.0056162463584709501 0.032227961230112963 0.012087500376000494 -0.0065459980558778656 0.014943947161148283 -0.017968806424028767 0.013393485120033117 -7.1046486496115539e-05 -0.0067205684536941097 0.0029321064324016742
leaf_weight=4.5724911872043341 0.51146474089546135 0.56022395841119355 0.59450717110560436 0.51398806276438336 1.1503929526661516 0.60863883090507886 1.241240188915987 1.6342865024812452 1.988954937874382 3.7269399600681874 0.73855608256417349 1.2311376859433947 0.89331842545652762 0.020593759576527759 0.027080604806542397 0.006091418901096545 0.0094883446581661701 0.0073385247960686675 0.015057638614545787 1.092563603306189 1.1133310681343571 0.18575524816696987 0.67918630363420263 1.6304862648248697 0.58187916118186223 0.20441416537505475 0.62326585283051628 23.843563342343312 4.5025371132671603 2.1579902747835149
leaf_count=505 15 133 16 29 19 75 18 41 28 115 22 15 27 23 1 32 4 12 96 12 15 12 29 10 13 10 33 2541 52 81
internal_value=3.55606e-06 -0.000164238 -0.0077038 -0.00235713 8.97782e-05 0.0036781 -0.000169785 -0.00607338 0.0069536 0.000221127 0.0044155 -0.00161518 -0.00992104 -0.00834835 0.0159567 0.042824 0.0014015 -0.0314677 -0.00764407 0.00120109 0.000152807 0.00150265 -0.000232487 0.000334244 3.73102e-05 0.000462366 0.000120814 0.000271948 -0.00173629 -0.00359313
internal_weight=56.6668 49.7026 1.61996 1.02545 48.0827 3.24347 44.8392 2.78468 2.54918 42.0545 4.10425 2.86301 1.63187 0.694289 0.0856503 0.0650565 0.0379759 0.0284876 0.0211491 6.96414 5.87158 4.75825 37.9503 27.5628 26.8836 25.2531 24.6712 24.4668 10.3875 6.66053
internal_count=4034 3490 60 44 3430 404 3026 60 161 2966 82 64 49 243 168 145 144 140 128 544 532 517 2884 2636 2607 2597 2584 2574 248 133
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 1 1 1 0 2 2 2 1 0 0 1 1 2 1 1 2 0 2 0 0 2 2 1 1
split_gain=0.0016335 0.0126118 0.0859614 0.00305512 0.0593706 0.011365 0.0377994 0.0101536 0.055203 0.00931506 0.0121543 0.0116221 0.0442382 0.0530908 0.0260143 0.046477 0.00772019 0.0071885 0.0318448 0.02658 0.0184418 0.0118456 0.0118258 0.0236427 0.045203 0.00493674 0.00441509 0.0116863 0.042876 0.0231488
threshold=41.50623664750001 41.605323437500005 0.34515433670000012 0.34569324270000007 41.806790701050012 42.094663496250007 0.34515433670000012 0.3459626957000001 0.34614233110000009 0.48306936920000004 41.898943182100005 42.094663496250007 42.360359531950003 0.39542229275000007 0.49485045360000007 0.49949103320000005 0.34674111555000003 0.37347684200000003 42.824128352900011 0.37977904855000005 0.38906020780000011 43.384297312450009 0.53833717555000005 43.631818398850008 0.53544804050000006 0.53866650695000018 43.752965619700007 43.047778594550003 0.34512439750000007 0.3453938505000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 -6 -9 -10 -11 14 13 -13 -12 -16 -14 18 -18 -19 -21 -20 23 -22 -25 -24 27 28 -7 -30
right_child=1 3 -4 4 7 26 -8 8 9 10 11 12 16 -15 15 -17 17 19 21 20 22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.00041666528711170207 0.040084118619612995 -0.027899818045141696 -0.054544759259492696 0.066899953510846641 0.0085205295054961421 0.03761568802326104 0.0049126933042293718 -0.063748403195751299 0.011804760972351697 -0.014417520189716407 0.023406408823214226 -0.10668160335118732 -0.011829368544234085 0.006515366558559877 -0.024458224685361143 0.015144830730276664 0.022030022494083399 -0.059485442824651472 -0.013075982725787383 0.045466284148100222 -0.10094451206076352 0.0062595130882523295 -0.01068917565001383 0.073072223137140943 -0.10202851714486237 0.00020138570364193814 0.0027287495911252155 -0.007713577180471741 -0.011445563788174176 0.011286024340614383
leaf_weight=35.651392753424076 0.15597279649048656 0.64251893571808405 0.24964686908389355 0.13391190976316458 1.2334200121302874 0.30459406552591417 0.77400548614241416 0.13866289210773075 0.60538829704815711 0.62957586164376067 0.6361592561006536 0.087142401624532684 0.56938007968710724 0.078990923477064712 0.5123755559325216 0.70279905607401361 0.72570294758043052 0.07872745095630751 0.69073679501161656 0.084270792280022877 0.035724163986935883 0.58534473209374482 0.46698533708695311 0.036066338298837 0.024936905196682346 3.8301138998473672 3.0389191428866873 2.0425164805738452 1.1775598856560234 0.72308086246499659
leaf_count=1994 17 50 30 84 95 78 28 17 125 24 4 13 6 45 3 74 16 30 22 29 63 24 4 211 11 571 169 104 45 48
internal_value=4.57243e-06 -0.000695191 -0.0181571 -0.000351186 0.000691141 -0.00177475 -0.00997068 -6.32637e-05 -0.00106976 -0.000232492 -0.000977984 -5.28024e-05 -0.00184876 -0.0528602 0.00702314 -0.00155371 -0.000659828 0.000309846 0.00530485 -0.00188443 -0.000871769 -0.0042067 -0.0017605 -0.0363391 0.00149454 -0.000982141 -0.000181465 -0.00226349 0.00278446 -0.00279755
internal_weight=56.6466 20.9952 0.40562 20.5896 11.8864 8.70319 1.41652 11.7525 10.5191 10.3804 9.77503 9.14546 7.29412 0.166133 1.85133 1.21517 7.12799 6.55861 2.00178 4.55682 4.4781 1.27608 4.39383 0.0967274 0.0610032 4.2971 7.28667 4.24775 2.20523 1.90064
internal_count=4034 2040 47 1993 1471 522 78 1387 1292 1275 1150 1126 1045 58 81 77 987 981 62 919 889 46 860 285 222 575 444 275 171 93
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 2 1 1 1 0 0 0 0 0 0 1 0 2 2 2 2 2 2 1 2 2 1 2 0
split_gain=0.00135691 0.00380369 0.00349992 0.0174694 0.0105576 0.00967691 0.00550513 0.0116594 0.0142139 0.00908851 0.00793196 0.00671852 0.0100869 0.00646372 0.00525424 0.013756 0.0130034 0.0848239 0.00347093 0.00540545 0.00553041 0.00331259 0.00877464 0.00305051 0.0187244 0.0061132 0.0150016 0.049122 0.0320805 0.00526578
threshold=41.319407281650008 41.360869295700006 0.34512439750000007 40.984321400500008 0.34524415440000006 0.47865333370000007 40.80591513400001 0.35374689380000007 0.41911918805000009 0.44751654140000008 0.47865333370000007 0.47997065955000012 0.48271009850000007 0.47997065955000012 0.47943175355000006 0.47817430615000006 0.34440585610000002 0.47396784530000008 41.436838994450007 41.535369675400013 41.571132012400007 41.741384785950011 41.770271989050009 40.377444152000002 0.36006406990000012 40.316494640950005 40.003678352300007 0.41615520495000008 39.952536079750011 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 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 14 5 -4 10 13 -9 -10 -6 -12 -13 -8 15 16 17 -1 -3 -20 -21 -22 -23 24 -14 26 28 -28 29 -26
right_child=1 18 4 -5 6 -7 7 8 9 -11 11 12 23 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0013969549256207998 -0.0051088206562294744 0.0040773450462837169 0.0010131290884694733 -0.017431974994645095 -0.011812331378568137 0.018724831698457955 0.0025860401275781915 -0.011342781038935266 0.012177008519949975 -0.0047392642613243224 0.0075640761447617021 -0.012027732835924653 0.01646394819701838 0.012790387537232798 0.0034667377595091575 -0.02603620802677345 -0.0063951763989420971 0.092182838175584411 -0.0080712428231573732 0.017414464798364164 -0.0070541010200330483 0.011562946684649373 -0.00051137688002252243 -0.0019726794695468629 -0.0064449793582248734 0.010089493951517217 -0.056353729690198417 0.00015840156680660533 0.021710767759053951 4.9958506155188575e-05
leaf_weight=1.0103404336226192 1.7006097671233842 1.7468326562183651 0.60890864379532661 0.6327850844724735 0.57547401487382188 0.62519520500791259 1.1235607773712684 0.9074924165142878 0.7453549387789733 0.55341856110410426 1.1348986248485768 0.71267553817677054 0.73335791093996228 1.3870707823662085 2.5284604337066412 0.23337560585423478 1.6503625445240078 0.10713308020967804 0.91667722170851362 0.17623285082999274 0.71695177133856702 0.62119174638287233 19.351240249762345 4.9310271704215607 1.4941221382746128 0.56648496856212283 0.20212602580431926 0.6435027099927737 0.66653853107709515 7.5865670666402929
leaf_count=195 30 32 60 33 65 14 10 46 37 49 12 22 51 39 30 13 45 14 46 15 95 15 1899 102 121 19 22 70 10 823
internal_value=4.27696e-06 -0.000541655 0.000443487 -0.00169272 0.000965926 0.00998585 0.000501409 0.00356307 -0.00174054 0.00496884 -0.000248928 0.000107472 -0.000375096 0.00822373 0.000108391 -0.00272095 -0.000755077 0.00757461 -0.000211555 -0.000555504 -0.000225319 -0.000375575 -0.000135836 0.000118526 0.000985595 -3.15956e-05 -0.000572851 -0.0133494 0.000535587 -0.00101871
internal_weight=56.59 25.2297 31.3602 6.16246 25.1978 1.2341 23.9637 4.7169 2.20627 1.29877 19.2468 18.6713 17.5364 2.51063 5.52967 3.00121 2.76784 1.11747 23.5291 21.7823 20.8656 20.6894 19.9724 16.8237 11.8927 11.1593 10.5929 0.845629 9.74723 9.08069
internal_count=4034 2132 1902 330 1572 74 1498 181 132 86 1317 1252 1240 49 297 267 254 209 2102 2070 2024 2009 1914 1218 1116 1065 1046 92 954 944
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 1 1 1 2 0 0 2 0 0 2 2 1 1 0 0 2 2 2 1 1 2 1 1 0 2
split_gain=0.00173193 0.0106188 0.00642897 0.0337616 0.00839923 0.0186693 0.0312497 0.00641766 0.0409397 0.00624745 0.00996993 0.0295622 0.00652845 0.00706999 0.00597557 0.0130346 0.00854945 0.00476652 0.00365157 0.0156562 0.00985261 0.0715682 0.0438751 0.0346821 0.0111289 0.0339008 0.032627 0.0242987 0.0123893 0.0189352
threshold=0.5398790455000001 0.54064249575000012 0.42473279245000012 0.54386096225000014 41.178189531300006 0.40301188585000008 0.41988263825000011 0.4301667614500001 41.385032804600009 0.54797760550000019 0.55677973715000018 41.827117825850003 0.56065686655000013 0.56294721715000018 40.750688432250008 38.400997490450003 0.41853537320000006 0.43401395170000007 0.49094338495000006 0.49053920540000012 42.824128352900011 43.120094701700005 43.680097826700013 0.35374689380000007 0.36945001650000003 36.893814626400008 0.37078231190000005 0.36533337325000009 0.52005927965000021 40.137820134150012
decision_type=2 2 2 2 2 2 2 2 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 -4 14 -6 -7 8 -5 -9 11 -11 -12 -14 15 -3 -17 -15 19 -1 23 -22 -23 -20 25 -25 -26 -27 29 -28
right_child=1 2 3 7 5 6 -8 9 -10 10 12 -13 13 17 -16 16 -18 -19 20 -21 21 22 -24 24 26 27 28 -29 -30 -31
leaf_value=-1.8633607704689653e-05 -0.033556761455344045 0.00096726115846148229 0.064768663166441337 -0.10095538301075575 -0.0049635665509884562 -0.10190594055262928 -0.0080573848509727375 0.034232054533172206 0.052583677643072438 -0.10110029576479732 0.027836134403358765 0.036586308899742882 -0.027733738230959579 0.025532350606593968 0.0046906039441650246 -0.0024930317800310789 -0.019275236652617805 0.00087760516087828297 0.020197493796803495 -0.016457527941581895 -0.071646621865225968 0.059719814990987469 -0.0036813379731452677 0.0019331410632156363 0.032284714584108594 -0.063136723027725092 0.0023424824639565389 -0.0087158854063736062 0.0021426928459914417 -0.029749927319314386
leaf_weight=32.509846956302624 0.1004393675093479 2.1281411212908652 0.083858890488045179 0.037248907838005496 0.55029576830534654 0.058397437808181962 0.090412380545785709 0.056501251180065881 0.032534665606476665 0.034433360516841094 0.091063250516981387 0.028501259048539396 0.085238665964425198 0.080020945501019347 1.1090261437930165 0.53866795006251755 0.69548525777645409 3.9076543879727605 1.0330529067286995 0.58986264304257829 0.14883475159791104 0.11712156813291574 1.6036833927128487 0.92973745256222062 0.34702468506293271 0.1612519407790387 0.4343901669448077 0.16703067696653306 8.483726685708616 0.31876305558184725
leaf_count=1479 14 50 11 38 56 39 29 10 7 33 26 12 20 17 12 13 34 1144 45 16 27 33 272 45 26 35 65 19 366 41
internal_value=5.42464e-06 -0.00121022 -0.000872056 0.00192037 -0.00326841 -0.0134614 -0.0448864 0.000709677 -0.029372 0.00119976 0.000758212 -0.038746 0.00135528 0.000763216 -0.00167469 -0.00377424 -0.0119503 0.00137235 0.000257351 -0.000311588 0.00162747 -0.00512009 0.000633876 0.00268983 0.00102164 -0.00782136 0.00218241 -0.0354473 0.00105148 -0.0112402
internal_weight=56.5522 9.70792 9.60748 4.43706 5.17043 0.699106 0.14881 4.3532 0.0697836 4.28341 4.22691 0.0629346 4.16398 4.07291 4.47132 3.36229 1.23415 3.98768 46.8443 33.0997 13.7446 1.86964 1.7208 11.875 10.8419 1.25802 9.5839 0.328283 9.23688 0.753153
internal_count=4034 1565 1551 1318 233 124 68 1307 45 1262 1252 45 1207 1181 109 97 47 1161 2469 1495 974 332 305 642 597 99 498 54 472 106
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 0 0 1 1 0 0 0 0 2 1 2 1 0 0 0 1 0 0 1 1 1 1 0 1 2
split_gain=0.00141463 0.00650158 0.00773145 0.00658282 0.00614082 0.00355701 0.0053013 0.0154136 0.0127744 0.0378565 0.0111864 0.00827023 0.00768546 0.02627 0.00454188 0.0207616 0.0189642 0.0181751 0.00814792 0.00558401 0.0164823 0.00776746 0.00365966 0.00651953 0.00302255 0.00805557 0.00773555 0.00583585 0.068756 0.0843069
threshold=0.5398790455000001 0.41911918805000009 38.625745710700009 0.54300769440000007 0.54386096225000014 0.54136103710000005 0.54300769440000007 0.42114008565000011 0.42290649980000011 0.54386096225000014 0.54562737640000014 0.54942965780000008 0.55677973715000018 41.827117825850003 0.44805544745000009 41.092444989200011 0.43639411995000005 0.56719858685000013 0.56188437470000008 0.56294721715000018 0.43287626120000006 0.57152480465000022 0.5718990449500001 0.44214245080000009 0.34641178410000012 0.34656148020000005 0.34623214870000002 0.48637765340000011 0.34674111555000003 39.792680591700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 -4 -5 -3 -7 -8 -9 -10 -11 -12 13 -13 15 19 -17 -18 -16 -14 -21 -22 -19 -24 26 -26 -1 28 -27 -30
right_child=1 5 3 4 -6 6 7 8 9 10 11 12 14 -15 18 16 17 22 -20 20 21 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=-0.0001104666002267331 0.00028391677637029276 0.0083912832813039968 -0.017818200391539227 0.0029873245418817473 -0.011930573396065482 -0.0087312675365959526 0.028321068697595753 -0.037158499452454287 0.094405878614552616 -0.040946871056961154 0.037748111305851879 -0.1010184851698373 -0.0033189024494804115 0.03334806042037803 0.032257060314443683 -0.10076030877647275 0.0085036520440006074 -0.10115339629523588 0.0011206038288679174 0.072571689206945053 -0.032760709668977574 0.026556179305692835 0.037492380621102592 -0.10025562907813856 0.012553737660889823 -0.10634627216813125 -0.01129271603857409 0.001193470115448255 -0.061635429656831289 0.057683610249862419
leaf_weight=30.564592834697326 1.6091635459470697 0.55901842518960609 0.59946475504875696 0.52823677100241162 0.57772891911812962 0.6160761174851358 0.19971872303108273 0.090880359464790561 0.04271820606663812 0.066275889566554613 0.05862619096774313 0.030132749491401323 0.50676918409237659 0.028137599170975136 0.085941073608580942 0.03814388258820145 0.076660341383558261 0.023161690357596854 3.8080155231288297 0.040771648237551972 0.045977949907864968 0.042465918738525232 0.0064301614630668524 0.0073787552895296926 0.61828005849383494 0.062564131127146316 0.63141271559288625 14.68310681695611 0.097354677480984475 0.15116168797566853
leaf_count=1240 38 13 20 5 95 20 30 20 4 12 13 49 23 13 13 20 16 12 1012 15 25 50 20 27 15 9 15 1009 52 129
internal_value=4.02889e-06 -0.00109589 -0.0046881 -0.00937945 -0.00480541 0.000772334 3.98049e-05 0.00107933 -9.1398e-06 0.000678802 -0.000144208 0.000419336 -4.23619e-05 -0.0361355 0.000406867 -0.00651804 -0.0397501 -0.01927 0.0018078 0.00141263 0.0199692 -0.00427998 -0.0768601 -0.0361129 0.000231677 0.00136757 -0.000336797 0.000906314 -0.0126476 0.0109411
internal_weight=56.4964 9.68789 3.31459 1.70543 1.10597 6.3733 5.81428 5.19821 4.99849 4.90761 4.86489 4.79861 4.73999 0.0582703 4.68172 0.78776 0.151775 0.113631 3.89396 0.635985 0.129216 0.0884439 0.0369706 0.0138089 46.8085 15.6125 31.196 14.9942 0.31108 0.248516
internal_count=4034 1565 158 120 100 1407 1394 1374 1344 1324 1320 1308 1295 62 1233 208 95 75 1025 113 90 75 59 47 2469 1214 1255 1199 190 181
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 1 1 0 0 0 1 2 1 1 0 1 0 2 1 1 2 2 2 2 2 2 1 2
split_gain=0.00118174 0.0117999 0.00262195 0.00731783 0.0027087 0.0311644 0.0351573 0.0150695 0.0105379 0.00789559 0.00676322 0.0528437 0.0168671 0.0151956 0.0147165 0.0248576 0.00654255 0.0237769 0.0526717 0.0264516 0.0251981 0.0196958 0.0117625 0.00427779 0.0265553 0.0149104 0.0370938 0.0681002 0.0430145 0.00864863
threshold=41.50623664750001 41.571132012400007 41.741384785950011 41.770271989050009 0.34739977845000009 42.047301293400004 0.35165114815000004 0.42039160505000012 0.34623214870000002 0.55974372025000008 0.49649711085000009 0.49830843385000007 0.34829795515000012 42.094663496250007 0.36945001650000003 0.37347684200000003 0.53866650695000018 0.37668033890000002 0.52507409960000018 43.525909308350002 0.39814676205000005 0.3782970569500001 48.457543166250012 41.919251152600005 42.094663496250007 42.283941020600004 42.67709657435001 42.434124620650003 0.34542378970000004 43.077238082650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 6 -6 -8 23 -9 12 -12 -7 -13 -15 -16 17 -17 19 -19 22 -21 -20 -5 -25 -26 27 -27 -29 -28
right_child=1 2 3 4 5 10 7 9 -10 -11 11 13 -14 14 15 16 -18 18 20 21 -22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=0.0003538345950165526 -0.021975830123295959 -0.0062649268321251714 0.010615474400445768 0.0034553057156313546 0.094427651220798436 0.0012669094962276803 -0.020634593241336683 0.095779279449566782 -0.0096967524932484641 0.0075274434184692462 0.065526072460653007 0.015119446237726819 -0.020590814894757753 -0.035106895961291532 0.05579992210227204 -0.070956297532335566 -9.0719984396416429e-05 0.090243004160459661 -0.10081739395123895 0.084034812969305067 -0.0093781264433723359 -0.10083036080740347 -0.00088054149903055785 -0.020053078794844869 0.014346643856879721 -0.10223466289323735 0.0069783909473983387 -0.067582982175642112 0.045628968817579683 -0.0016278305435654186
leaf_weight=35.554158799367407 0.25494356532372719 0.71839257550474656 0.6158246154449597 2.3324913068680688 0.074780425755305191 1.1121966876089562 0.073895862250012101 0.021983694401569664 1.3535305059922382 0.018813267482356011 0.1265840134802908 0.60391831964284559 0.51723199044516999 0.12840807082829986 0.076349789387677336 0.059544826809087237 3.8822335967306998 0.076872480190654902 0.047809698086739516 0.0093899244930071291 0.51125502770203379 0.014921434324522809 0.015626821832483984 0.69826493097897113 0.68960714508485477 0.10103475737571965 1.5136534358368043 0.052593890688733325 0.092736751399570494 5.1085982013485287
leaf_count=1994 31 95 15 32 3 9 41 8 33 43 12 18 117 21 14 15 620 15 140 7 71 81 5 40 29 30 148 35 22 290
internal_value=3.03189e-06 -0.000593639 -0.000329637 -0.000115696 -0.000457853 0.00104945 0.0410809 0.00629845 -0.00138827 0.0550825 -6.59366e-06 0.00165567 -0.00567142 0.000165722 -0.00170696 -0.000793275 -0.00172901 -0.0103774 -0.00504039 0.0614896 -0.0167541 -0.0294288 -0.0761992 -0.000326248 -0.00139455 0.000329212 -0.00107813 -0.0391785 0.00465855 0.0003393
internal_weight=56.4576 20.9035 20.6485 19.9302 19.3143 7.37182 0.189473 0.114693 11.9425 0.040797 7.18234 5.55291 1.62943 5.42633 4.82241 4.694 4.61765 0.73542 0.675875 0.101184 0.574692 0.0243114 0.0634365 10.589 8.25649 7.55822 6.86862 0.246365 0.145331 6.62225
internal_count=4034 2040 2009 1914 1899 1240 95 92 659 51 1145 1019 126 1007 989 968 954 334 319 103 216 88 145 626 594 554 525 87 57 438
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 1 1 1 1 0 2 1 0 0 2 0 2 1 0 2 1 0 2 2 2 2 1 0 1 1
split_gain=0.00144968 0.00850908 0.00447668 0.0255626 0.00739588 0.0091799 0.00527956 0.00493026 0.0180317 0.00527041 0.0247834 0.0143678 0.0254272 0.00527482 0.0135725 0.00350043 0.0115789 0.00268353 0.00820364 0.0246552 0.0599457 0.0664534 0.0632852 0.106248 0.0189237 0.00746883 0.00722693 0.013099 0.105754 0.00607881
threshold=0.5398790455000001 0.54064249575000012 0.42473279245000012 0.54386096225000014 37.784765830350004 0.41714319930000004 0.42114008565000011 0.46280051495000007 0.4662734648500001 0.55832160710000012 40.241071441700008 0.44805544745000009 0.54562737640000014 0.56643513670000012 38.903925214650009 0.54228915300000013 40.340071172300007 0.34641178410000012 0.49053920540000012 42.283941020600004 0.34656148020000005 0.48597347385000006 40.340071172300007 39.792680591700012 38.244973486750006 43.272784938550004 0.34829795515000012 0.49649711085000009 0.35862698720000002 0.34623214870000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 4 -4 -3 -6 15 9 -9 10 11 12 -5 14 -11 -7 -17 29 19 20 -19 22 23 24 -22 -21 -20 -28 -29 -1
right_child=1 2 3 7 5 6 -8 8 -10 13 -12 -13 -14 -15 -16 16 -18 18 26 25 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00010053250452235783 -0.030373531103037539 0.0028644600855766097 0.058782885078654215 0.10001856321621375 -0.016272331113259337 -0.0050747095498454853 -0.011176416698704703 0.051400345174554496 -0.081069143460717974 0.0059090612893890164 -0.009122514071815432 0.096985530843204895 -0.10054697472089019 0.0017264474773152347 -0.015018614212516932 -0.0068651014549338044 0.012203254953440761 0.10177283515617311 -0.0068342573243269965 -0.0070479471118879301 -0.0071641846119687713 0.094881840135529583 -0.10486896802850071 0.10041921243800744 -0.097350441327762272 0.0090930783377993867 -0.012628486237501244 0.0684682778874625 0.00067359658473416467 -0.009992659231155783
leaf_weight=30.538275438173802 0.098364824899363934 1.5908536360165602 0.076635667835944221 0.013079933252356457 0.63146760596022522 1.0481414357200272 0.62076013683508779 0.056037228068703586 0.012582882863280916 0.54177252413617771 0.13813579565436385 0.045764180163700985 0.01223244881110741 2.7785271811495544 0.72406526012019867 0.63301801228226373 0.64083385573462692 0.089531463687312685 1.2122462419792981 0.58615145789452483 0.041761442879626243 0.068866206529492047 0.06055974934953845 0.077882010215013509 0.052534276914004252 0.56109689898217407 0.64635205182731148 0.23461687030066869 11.935909928590201 0.63410989058320311
leaf_count=1240 14 40 11 4 99 7 37 27 755 27 34 5 46 336 73 24 26 12 14 30 38 13 29 6 14 96 39 47 876 15
internal_value=3.20248e-06 -0.00111184 -0.000810887 0.0015335 -0.00280749 -0.00533202 -0.0029844 0.00051843 0.0271094 8.94563e-05 0.0155661 0.0635479 0.00309336 -0.00071114 -0.00606167 -0.000794355 0.00272757 0.00023371 0.00130593 0.00823822 0.0299196 0.00858989 -0.0169436 0.0139822 -0.057409 0.000846315 0.000545761 0.00124378 0.00198051 -0.000301759
internal_weight=56.4022 9.66227 9.56391 4.39883 5.16507 3.57422 2.94275 4.3222 0.0686201 4.25358 0.209212 0.0710766 0.0253124 4.04436 1.26584 2.32199 1.27385 46.7399 15.5675 1.53838 0.391135 0.301604 0.232737 0.172178 0.0942957 1.14725 14.0291 12.8169 12.1705 31.1724
internal_count=4034 1565 1551 1318 233 193 94 1307 782 525 89 55 50 436 100 57 50 2469 1214 238 112 100 87 58 52 126 976 962 923 1255
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 0 0 2 1 1 1 2 2 2 2 1 2 0 0 2 1 2 0 2 2 2 0 2 0
split_gain=0.00120417 0.0132889 0.00604498 0.00348356 0.00479179 0.0134628 0.001928 0.0219472 0.0333572 0.0144057 0.0201802 0.00741088 0.00480723 0.0319323 0.0075062 0.00489087 0.0514209 0.0403004 0.0275279 0.0318391 0.0136698 0.00693683 0.00875344 0.0131852 0.00890725 0.00874089 0.0230946 0.0086244 0.00906192 0.00656504
threshold=43.752965619700007 43.832725745850006 43.525909308350002 0.39606598605000004 48.778770352700008 0.37386605190000005 0.48537468940000006 0.48351845755000006 40.206947806850003 0.34587287805000005 0.34530403280000005 0.34614233110000009 43.047778594550003 42.824128352900011 42.753078181500008 42.094663496250007 0.34566330350000002 42.141702038450013 0.4815274992000001 0.47769527860000011 41.919251152600005 0.34551360740000009 41.385032804600009 0.47721625100000004 41.32819714970001 40.159267750750011 39.664548207900005 0.4784437592000001 38.804080188450008 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -3 7 12 -9 10 -8 -11 13 14 15 20 18 -18 19 -17 21 22 24 -24 25 26 27 28 -1 -27
right_child=1 3 -4 -5 -6 -7 9 8 -10 11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0012642209918821224 0.037062664276915062 0.017000398003206341 -0.01016123893009406 0.0011082684026197166 0.01035638920326604 -0.10096063240933054 -0.0044161936658442475 0.0049693597531065758 -0.027360117978243392 -0.011243307837692878 0.022907642517196198 0.0003587781910271994 -0.0054223148767986546 0.021934282167475755 -0.0116994745666682 -0.0093751734512945925 -0.028691133788375563 0.081239494457076844 0.0062409860203459459 -0.10169006008233171 -0.014176079998529656 -0.0025114435381590177 -0.0037265759905574557 0.014287290529210798 -0.0080143967456755977 0.00064845857226647832 -0.014525984318265149 0.011836533508766407 -0.023638825963122771 0.0067350889786645428
leaf_weight=1.5247606332450718 0.10323457167133465 0.018527255136564835 0.59351504315455983 4.09224192261716 0.026852294067793991 0.020249829407944731 0.4581850108224923 0.56493924744427093 0.73354869944159873 0.56330724153667944 0.65914990927558392 24.312225646027134 1.5052229493327995 0.66913732128903092 0.5571617462746471 0.11135426019492811 0.043974203988909721 0.13800677527144956 0.52149119228124619 0.056225290763450175 0.68184911538090887 6.3296476197612739 0.6235070092676932 1.1665005812246816 1.1109175835736085 3.9108408703229536 1.1222675465951395 0.73845520589384239 0.1616093116272167 3.2403441439382732
leaf_count=197 15 11 58 875 16 32 33 5 42 4 21 1864 110 48 21 61 2 86 2 27 44 148 35 27 8 129 24 20 25 44
internal_value=5.40613e-06 0.00162166 -0.000126787 0.000741709 -0.0221147 -0.0446002 -1.11552e-05 -0.000628727 -0.0132944 0.000594986 0.011703 9.60486e-05 5.04951e-05 0.000413265 -0.000240148 5.70669e-05 0.00739684 0.0546757 -0.00508932 -0.0403481 -0.000253127 0.000223235 0.00149607 0.00801258 0.000508314 0.00139332 -0.00266526 0.00282417 -0.0011223 0.00340643
internal_weight=56.3593 4.26111 52.0981 4.15787 0.0656294 0.0387771 51.5046 25.5118 1.29849 25.9929 1.11733 24.8755 24.2133 22.7081 22.0389 21.4818 0.871052 0.181981 0.689071 0.16758 20.6107 19.9289 13.5992 1.79001 11.8092 10.6983 3.54709 2.42483 1.68637 7.15119
internal_count=4034 949 3085 934 59 43 3027 1105 47 1922 54 1868 1058 948 900 879 178 88 90 88 701 657 509 62 447 439 266 242 222 173
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 0 2 2 2 2 1 0 1 0 2 1 2 2 0 0 2 1 2 1 2 2 0 1
split_gain=0.00191742 0.00797421 0.00769993 0.00636756 0.0050114 0.00477718 0.0128966 0.0100681 0.0200421 0.015345 0.0290285 0.0131618 0.0185502 0.0147331 0.0112989 0.00760828 0.0100963 0.00633168 0.0270956 0.0235967 0.0165068 0.00524795 0.00539668 0.00489436 0.0211411 0.0274455 0.0526436 0.0805172 0.00449732 0.00317548
threshold=0.34467530910000005 0.34485494450000004 0.34479506600000004 0.4815274992000001 0.3447052483500001 0.4778150355000001 0.47769527860000011 0.47736594710000008 41.147265497500008 40.413896136950008 40.467253020850002 41.646178195200001 0.34524415440000006 0.47721625100000004 0.34584293880000011 0.47865333370000007 41.257403903850005 0.3453339720000001 40.720231579350006 42.824128352900011 0.4815274992000001 0.46495613905000005 50.205949521800008 0.34575312120000007 41.218101594450012 0.34536391125000004 42.719328117250008 41.806790701050012 0.48119816770000007 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 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 -1 -2 6 7 8 9 -3 -11 -10 -13 14 -14 16 -7 18 -17 20 -20 22 -16 24 28 -26 27 -27 -19 -25
right_child=1 5 -4 -5 -6 15 -8 -9 11 10 -12 12 13 -15 21 17 -18 23 19 -21 -22 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.00024671444031229447 -0.0088075252014446475 -0.10154601981355148 -0.016155872942578444 0.0085226546736767873 0.0051631276670164429 -0.012435849767810809 0.0099138252176581079 -0.022421130264280192 0.012774659053441318 0.10047014773482638 -0.10220800599408375 -0.0013283797412550541 -0.1011590302133249 0.059936502498651623 -0.10020377139413478 0.016310325951160293 -0.00023843012056677022 0.0049797056590728727 -0.020607165345952128 0.0089241224445458858 -0.00022116878513285524 0.063393531243533169 0.10005715270671448 0.0042918778330244241 0.0076426652334883188 -0.096358777508083096 -0.0072737522437381248 -0.0054864720058787498 -0.0014839159606896191 -3.8172613239282921e-05
leaf_weight=5.8648548004430046 0.5165058259353803 0.033096018077437228 0.5953823742873835 1.1048257012153042 0.5105639668117874 1.1597825271892355 1.6509920322569087 0.22294170744135056 0.67785818497577566 0.014084303751587868 0.014182425631318551 0.54880040650550654 0.043515481984545801 0.0093143255799077451 0.0061030251300755456 1.2191321917926021 1.6357120910802221 1.8161739658098657 0.7301643426762896 1.2243573032319544 0.87098314490867779 0.0069386373117481534 0.0017262871842831373 1.7977326025647951 0.58219219913007725 0.18956386158242811 1.1847885731258427 0.2007768396197207 2.6430193990818225 29.252063928385688
leaf_count=532 15 77 16 12 29 19 15 24 13 1 55 42 64 7 90 18 41 21 22 15 27 15 1 69 9 22 35 21 26 2681
internal_value=5.96695e-06 -0.000213274 -0.00710773 0.00155861 -0.00186261 2.10547e-05 0.00373472 -0.0027279 0.000510798 -0.0553312 -0.00122071 0.00315836 -0.00741677 -0.0568461 -0.0755092 -0.000248423 -0.00529884 9.00594e-05 0.00384991 -0.00152643 -0.00951771 7.08268e-05 -0.0560482 -0.000313677 -0.00278305 -0.0109099 -0.0177671 -0.0496174 0.00114864 0.00021253
internal_weight=56.3281 49.3584 1.62245 6.96968 1.02707 47.736 3.22955 1.57856 1.35562 0.0613627 0.0282667 1.29426 0.616398 0.0675978 0.0582834 44.5064 2.79549 41.7109 4.04464 2.8255 1.60115 0.0147679 0.00782931 37.6663 6.61651 2.15732 1.57513 0.390341 4.45919 31.0498
internal_count=4034 3490 60 544 44 3430 404 389 365 133 56 232 219 177 170 3026 60 2966 82 64 49 106 91 2884 134 87 78 43 47 2750
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 2 2 0 1 2 1 2 2 1 1 1 0 1 2 2 1 2 0 1 0 0 0 1 2
split_gain=0.00155817 0.00642267 0.00627816 0.0051992 0.00388278 0.0114551 0.102705 0.0122954 0.00613953 0.00820323 0.00589887 0.00516808 0.0222724 0.0191214 0.0132773 0.0044756 0.0170836 0.0142232 0.00810432 0.0040444 0.00448723 0.00400487 0.0173458 0.0232371 0.0089645 0.00365349 0.00266991 0.0139887 0.00257996 0.0245384
threshold=0.34467530910000005 0.34485494450000004 0.47943175355000006 0.4815274992000001 0.4778150355000001 41.385032804600009 41.646178195200001 41.32819714970001 0.47865333370000007 0.3453339720000001 40.720231579350006 0.3453339720000001 40.720231579350006 42.824128352900011 0.34518427590000006 0.34542378970000004 0.34545372890000009 0.47769527860000011 0.34584293880000011 42.719328117250008 44.756878345700009 0.34575312120000007 41.218101594450012 0.48200652675000005 0.34536391125000004 0.48119816770000007 0.4784437592000001 0.4764977096500001 0.34587287805000005 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 26 5 7 -7 10 9 -6 -3 12 -10 14 -14 -8 -17 18 -18 -20 -21 22 25 24 -24 -13 27 -1 29 -23
right_child=1 4 -4 -5 8 6 15 -9 11 -11 -12 21 13 -15 -16 16 17 -19 19 20 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019068349647159789 -0.013780999445861336 -0.0043917489238287141 -0.0011694328159574613 0.0077193857021483989 -0.0091687688786991611 0.07238170097704319 -0.0090443452776367683 -0.012467580552929989 0.014871190470994312 0.0018764814732783856 0.0082017690787975408 0.0044954558357165582 -0.016597622504263915 0.0080811804701100883 0.0017183590530511677 0.081516200359180696 -0.10086848233765743 0.10007704609266632 0.043002875582940851 -0.10008391348295263 0.0060875168357442562 -0.0047259969327473131 0.0071922547195526184 -0.024275528364656292 -0.0090377583631970956 -0.0013342314317557097 -0.0041695705342801618 0.028864435372216155 -3.4355826551464621e-05 0.01978805187391515
leaf_weight=4.5675359948100853 0.6715092170673731 0.5547731904142047 0.95764466747641563 1.0981803666800258 1.6827534620215368 0.2198229637319854 0.60833772693524679 0.61527157388627518 1.2042192101944227 1.1199155411195532 1.1285994750728603 1.810920865042134 0.89922586100874491 1.2172545464709399 0.70690238176030107 0.026480881533643696 0.015021160123364297 0.0084494442198774777 0.0095877513321340757 0.0069009560702197872 0.0094071084677125327 1.164018453098836 0.5778194611775691 0.73839432658860449 0.82797792126439163 2.6454472810728475 1.1199563067102642 0.17672427262732515 29.252636197203785 0.62897798915946612
leaf_count=505 36 133 24 12 22 7 75 5 18 38 16 21 25 15 24 3 37 5 20 45 58 13 8 34 45 26 15 12 2681 56
internal_value=4.23808e-06 -0.000193498 -0.0063677 0.00140462 1.7469e-05 0.0033804 0.012917 -0.000370157 -0.000224688 -0.00475521 0.00405144 8.00012e-05 0.00348464 -0.00137192 -0.00853624 -0.00618849 0.0167171 -0.0180421 -0.042434 -0.00853836 -0.0388402 -0.000284246 -0.00252113 -0.0099115 -0.0023668 0.00103476 0.000222069 0.00125878 0.000191335 0.00387346
internal_weight=56.2707 49.3083 1.62915 6.9624 47.6791 3.20265 0.904008 2.29864 44.4765 2.80267 1.68337 41.6738 4.0276 2.82338 1.60613 0.684185 0.0758473 0.0493664 0.040917 0.0258958 0.0163081 37.6462 6.60056 2.14419 1.4058 4.45637 5.86422 4.74426 31.0456 1.793
internal_count=4034 3490 60 544 3430 404 250 154 3026 60 149 2966 82 64 49 243 168 165 160 123 103 2884 134 87 53 47 532 517 2750 69
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 0 2 1 1 1 0 1 2 1 2 0 0 1 2 1 0 2 0 0 0 2 1 2 0
split_gain=0.00141978 0.00867684 0.017349 0.0053987 0.00527839 0.0635464 0.0187556 0.00955251 0.00908647 0.00556469 0.0298845 0.0172606 0.0144174 0.0330607 0.013469 0.0118619 0.0050965 0.0103795 0.00646866 0.0194114 0.0390705 0.0399618 0.00527105 0.0537384 0.0110189 0.00437645 0.0131219 0.0869712 0.0192308 0.0128623
threshold=39.896141435400004 39.685256516350002 0.51505942935000004 40.003678352300007 0.47997065955000012 0.4784437592000001 0.48028502140000007 39.011793722550003 0.36006406990000012 0.39019789825000006 0.3782970569500001 0.5231430197000001 0.38976377950000002 37.52517992975001 0.36945001650000003 36.242939472700009 0.53866650695000018 0.5398790455000001 0.39091643965000006 38.804080188450008 0.39476362980000007 0.52925062125000011 38.400997490450003 0.56341127510000011 0.55074698365000019 0.53866650695000018 40.340071172300007 0.4301667614500001 40.206947806850003 0.57402472980000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -1 -8 10 14 -11 13 -12 15 -10 18 -18 -13 20 -20 -22 24 -24 -19 -5 27 -27 29 -29
right_child=3 2 -4 25 6 -7 8 -9 9 11 12 16 -14 -15 -16 -17 17 22 19 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00096029986871314576 0.005144989318908836 -0.031373855950431004 -0.0014536444237139234 0.00049266504910327818 -0.019756540179821869 0.062536709676133825 0.022918859212640245 -0.027086642668510061 0.0015424085444590843 0.021593441299503621 -0.038213522073294724 0.0018373129075056954 -0.048882364742075531 0.021961234185118035 0.011985285943991193 -0.020561288961022214 0.0097510956157622619 0.0074180970603617089 -0.10154987053461045 -0.0021714723702437734 0.046852752403378266 -0.065194337571668093 -0.062356324040864379 0.0036986137544647428 -0.0068200924208115521 -0.10238022214196174 -0.0015815705455344776 -0.10104980227506054 0.097654697732041412 0.04953003674240352
leaf_weight=1.5592913165188917 2.1559991580092932 0.27393766239401918 0.66243378504500017 34.682007138277221 0.51241505553480138 0.1722297885280567 0.16874979027534109 0.13169173005644541 0.77534441298860135 0.38566147866143285 0.22756490646861482 0.62291333351595291 0.17318150521896314 0.15247977850958705 0.73924791599711159 0.35346785105139134 1.1030819363368212 1.2010746373329091 0.066108856234905033 0.53068326230459206 0.066446163103947242 0.061099940816973231 0.15081038523612733 0.67177522649612065 0.99283649760642356 0.078637513899591727 7.5093954518558244 0.010197174971835921 0.039709934704035277 0.012784811647890137
leaf_count=243 30 30 36 1748 4 16 37 22 27 28 32 14 12 25 31 37 12 37 23 33 19 37 37 89 388 18 908 16 17 28
internal_value=5.45664e-06 -0.000972001 -0.0102069 0.000263714 -0.000172672 0.00466988 -0.00118024 -0.00122396 -5.27596e-05 -0.000521283 -0.00455324 0.00114681 -0.024968 -0.0140705 0.00149259 -0.00537898 -0.000295609 0.00145048 -0.00563474 -0.0120605 -0.03916 -0.00682251 -0.00158492 -0.0084117 0.000974721 1.51117e-05 -0.00214972 -0.0323376 0.0555203 -0.0172827
internal_weight=56.2433 11.7545 0.936371 44.4887 10.8182 1.86321 8.95494 1.69098 8.44253 8.27378 2.42129 5.85249 0.553226 0.380045 1.86806 1.12881 5.46683 4.11958 1.34725 0.724338 0.193655 0.127546 3.0165 0.822586 2.19391 42.3327 7.65072 0.141329 0.0626919 0.022982
internal_count=4034 1269 66 2765 1203 281 922 265 918 881 164 717 69 57 95 64 689 563 126 112 79 56 551 126 425 2735 987 79 61 44
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 2 2 0 1 0 1 2 0 2 1 2 2 2 0 0 2 0 0 1 2 1 1 2 2
split_gain=0.00116306 0.00541965 0.00781451 0.00423049 0.00308362 0.0115355 0.00910914 0.0788102 0.0413746 0.00673398 0.00806551 0.0232909 0.00551051 0.00510506 0.00709817 0.00422177 0.018871 0.015505 0.0142424 0.00448365 0.00944467 0.00425392 0.00635691 0.0153257 0.0112881 0.0185075 0.0105302 0.00685502 0.00890286 0.0394436
threshold=0.34467530910000005 0.34485494450000004 0.47769527860000011 0.4815274992000001 0.4778150355000001 0.47769527860000011 40.984321400500008 40.413896136950008 0.47736594710000008 0.34509445825000007 0.47709649410000005 0.3453938505000001 41.975471476700008 0.47865333370000007 41.257403903850005 0.3453339720000001 40.720231579350006 42.824128352900011 41.50623664750001 0.48447651265000008 0.48797940185000005 42.719328117250008 0.48119816770000007 0.48068920095000006 0.34554354660000003 40.040005255000004 0.34569324270000007 0.3459626957000001 41.360869295700006 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 -3 9 -8 11 12 -11 14 -6 16 -15 18 -18 21 -21 22 23 24 -17 -26 -24 28 -28 -30
right_child=1 4 -4 -5 13 -7 8 -9 -10 10 -12 -13 -14 15 -16 19 17 -19 -20 20 -22 -23 26 -25 25 -27 27 -29 29 -31
leaf_value=0.00015001917086798265 0.0034960745302167213 -0.10139525126525939 -0.010961547014288562 0.0069303204036733667 -0.010256550758873733 0.0088880027457275343 0.022168475165434798 0.1011338298104153 -0.050537114309506005 0.10040998567593161 -0.0097096143586279798 0.00056249168363678339 0.036989752485926911 0.01372906769968729 -6.1095628842451199e-05 0.0068829629110481131 0.0029895478461468648 0.0072667509678832317 -0.01598214610834689 0.010245458021771904 7.9006069092588593e-05 0.0034888397614743455 -0.010870361807325511 0.014244476696242967 0.0050747388782554264 -0.019491932314556794 -0.003522818109314995 -0.0078139772930701581 -0.011949131900909423 0.02406827579335195
leaf_weight=5.8592538339867053 0.57948467206431686 0.029858594467137345 1.0535942090209571 1.0916739484528077 1.1717109830933616 1.6366080488587613 0.1370499305917291 0.053892593699714553 0.1754971374029991 0.027708506160820212 0.57217294609290548 0.52778154603688909 0.027100177369220546 1.1909541479253665 1.6367361097732098 0.71502317236808943 0.70134556666016601 1.210460669826716 0.908004548313329 0.94660983660314713 26.35893496837598 1.2340893259388384 1.835993305663578 0.68379548314260308 0.5401786524878387 0.70935866050797358 1.9687224728986628 1.3716692941910547 0.56767372786998727 0.65474601265304955
leaf_count=532 28 77 32 12 19 15 21 53 23 4 23 144 44 18 41 21 20 15 29 59 2577 37 33 17 7 46 10 19 3 55
internal_value=4.02557e-06 -0.000166952 -0.00583138 0.0012149 2.74111e-05 0.00303169 -0.00314762 0.0289291 -0.0049785 0.0012108 -0.00127651 0.0070058 0.0690518 -0.00018825 -0.00431474 9.03487e-05 0.00317437 -0.00128343 -0.00771439 -0.000238737 0.00043145 -0.00201866 -0.00276992 0.00135038 -0.00313761 -0.00887169 -0.00447524 -0.00190195 0.000639253 0.00734232
internal_weight=56.1777 49.2268 1.63308 6.95093 47.5937 3.18767 1.55106 0.0837512 1.46731 1.29181 1.15476 0.58259 0.0548087 44.406 2.80845 41.5976 4.01076 2.81981 1.60935 37.5868 27.3055 10.2813 9.04716 2.64836 1.96456 1.24954 6.3988 4.56281 3.19114 1.22242
internal_count=4034 3490 60 544 3430 404 389 130 259 236 215 192 48 3026 60 2966 82 64 49 2884 2636 248 211 91 74 53 120 87 68 58
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 2 1 0 1 2 0 2 2 0 2 2 0 1 2 0 1 2 1 2 0 0 1 2 2
split_gain=0.00139955 0.00588204 0.0315289 0.131039 0.0286131 0.0245174 0.00754571 0.00273884 0.0149358 0.00863673 0.0141276 0.0337685 0.0280733 0.00585735 0.00502353 0.0341669 0.0398362 0.00425188 0.0144046 0.0134992 0.0193123 0.00923801 0.00757861 0.0195722 0.0103336 0.00996059 0.00978984 0.0105844 0.00652129 0.0194883
threshold=42.779078631750004 43.272784938550004 0.34623214870000002 0.50339810185000011 0.51675099550000014 0.54300769440000007 43.077238082650005 0.34467530910000005 0.4815274992000001 0.34515433670000012 40.206947806850003 0.4778150355000001 39.525197829750006 40.664404858950007 0.47754558250000007 41.646178195200001 41.481306584950012 0.48098859315000003 0.34518427590000006 40.280372415600006 0.47976108500000009 0.34542378970000004 42.388109226950007 0.37473428940000003 42.434124620650003 0.56643513670000012 0.48244064550000004 0.34551360740000009 42.094663496250007 42.006870117350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -4 -5 -6 -2 8 -1 10 12 14 -9 -13 15 16 -12 18 -11 -20 -21 -19 26 24 -24 -25 -23 -28 29 -29
right_child=1 -3 3 4 5 -7 -8 9 -10 17 11 13 -14 -15 -16 -17 -18 21 19 20 -22 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-6.8558274958317633e-05 0.0068938701568892055 0.00068914940776510132 -0.10348004013590002 0.072128734169027736 -0.10145168265857162 0.025213406462761573 -0.0047114303929315059 -0.012413805870383538 0.017163563560405569 0.015948870817113665 0.0076918042206368664 -0.01466020168947854 0.017974086458367407 -0.028558072605397784 -0.0032109378690241778 -0.0062304063746763455 0.10126269519683494 -0.0082217995811167122 -0.01167138407410616 0.00049686377789589077 0.017857180112752735 -0.006723788111154639 0.0035472778080817969 -0.011355932594967482 0.020615773107480161 0.0040031502854900201 0.013991400040114716 -0.00023571633873266333 -0.0072706622608763932 0.01290490073513635
leaf_weight=2.9144425194901582 0.78435538324670107 5.9507371976416596 0.14486289666393104 0.077795392632651783 0.022696915670586071 0.046771258738203869 1.9609247488504316 0.52543172910720304 0.60788999532815058 0.73895675338826983 0.1214583360053757 0.72574250772595383 0.7214306304231286 0.52091927789660986 1.584576073102653 0.53455265846150724 0.07275097444653511 1.3054683746304387 0.72222220250499614 4.6565584063301486 0.74304483921753206 2.1049968801517585 0.6073030105326318 0.70421933642674606 0.85277057208440965 1.05447805622191 0.55817638570443051 22.429046131202142 1.1548280038969299 1.188404554280736
leaf_count=336 72 1078 27 16 19 45 63 35 9 14 57 7 15 42 9 15 2 30 74 157 25 30 6 51 68 38 13 1571 79 31
internal_value=5.08022e-06 -0.00113851 -0.00471917 -0.0359519 0.0304753 -0.0161711 -0.00139567 0.000223083 0.00290539 6.52172e-06 -0.00399196 -0.00720035 0.00516853 -0.0204674 -5.06896e-05 0.00682076 0.0427435 0.000501625 0.00276041 0.00116845 0.00288583 1.67325e-05 0.000367586 0.00495809 0.0135163 -0.00214695 -0.000170979 0.000373568 6.67272e-05 0.000425505
internal_weight=56.1378 8.98814 3.03741 0.292126 0.147264 0.0694682 2.74528 47.1497 3.52233 43.6273 4.80686 3.56 1.24686 1.24666 2.31334 0.728762 0.194209 38.8205 6.86078 6.12183 5.3996 31.9597 30.6542 3.21877 1.46007 1.7587 27.4355 25.3305 24.7723 23.6175
internal_count=4034 1320 242 107 80 64 135 2714 345 2369 182 132 50 49 83 74 59 2187 270 256 182 1917 1887 163 74 89 1724 1694 1681 1602
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 0 2 2 0 2 1 1 1 1 1 2 1 0 0 0 0 1 2 2 0 0 1 1 0 2
split_gain=0.00132439 0.00356812 0.0206783 0.0141961 0.0268804 0.0123916 0.0139837 0.0422 0.0106882 0.00608306 0.0304651 0.00922468 0.0585266 0.00735571 0.00396969 0.00336327 0.00332031 0.00638862 0.00603258 0.0179522 0.0106966 0.02418 0.00810243 0.0556333 0.0287169 0.0209744 0.037572 0.0355951 0.0146095 0.0577446
threshold=41.319407281650008 0.34512439750000007 0.34488488370000009 0.3453339720000001 0.47865333370000007 0.47943175355000006 39.011793722550003 40.377444152000002 0.47817430615000006 40.844669808050007 0.34542378970000004 0.34587287805000005 0.37286308795000006 0.41911918805000009 0.44751654140000008 41.360869295700006 0.39542229275000007 0.53749887730000012 0.55074698365000019 0.52770875125000016 0.5231430197000001 0.39019789825000006 39.749124837650008 39.337369931850013 0.52005927965000021 0.50086823750000009 0.36575252235000005 0.37347684200000003 0.48447651265000008 40.137820134150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 6 -1 -8 -3 10 -5 -11 -13 -14 -15 -2 18 -18 19 20 21 22 23 24 25 -12 -27 -28 -24 -30
right_child=15 3 -4 9 -6 -7 7 -9 -10 11 16 12 13 14 -16 -17 17 -19 -20 -21 -22 -23 28 -25 -26 26 27 -29 29 -31
leaf_value=0.0027845241267793397 -0.004842227584079253 0.0095924348967058384 -0.011597071866269858 -0.036525586818760697 0.025276193928110348 0.0074751607900919535 -0.041038960847557399 0.0031974442699890752 -0.010003305774280484 -0.001616920150315904 0.0049886921613191944 0.049769769976277523 -0.0056796978466954005 0.01171943222333968 0.000301025228570549 -0.00022437511332519631 -0.011465002754891152 -0.00067393952249604179 -0.0096157303242919226 0.016552802921371915 -0.010770603925632546 0.025273681950027188 -0.00039608081848145448 -0.058873483072445582 0.038322270437038869 0.017655978708441704 -0.066593121069125683 -0.0081178033335390695 0.045424366727262779 -0.0028545870817967105
leaf_weight=1.5552778911673102 1.6917626799403951 0.56873761658782729 1.5750416712465485 0.23112666300217455 0.67631304170936335 2.043327470892109 0.33637316742624523 0.6008809658511467 0.54513981565833092 1.7713803062797531 0.97375482514790135 0.29261608398155692 0.78151295647330732 0.69454647785528301 0.54212426976893546 23.286314205396096 0.58610849022773592 8.57949124775641 0.48218599893152791 0.76271071517840106 0.76159701416349879 0.41029192581117957 4.219806423114548 0.17571439454513882 0.17711405572481442 0.19471006963067339 0.19594326803314743 0.22208592361857882 0.36130865206359863 0.7881583598209545
leaf_count=195 30 63 21 16 19 27 36 51 3 26 115 27 35 34 43 2102 105 764 4 21 49 27 37 30 19 12 13 39 29 42
internal_value=5.145e-06 0.000440609 -0.00172545 0.00097019 0.00955038 0.00170239 -0.00303002 -0.0126787 2.13515e-06 0.000308236 -0.000439856 0.00381252 0.00797454 0.00191466 0.0067139 -0.000537142 1.64417e-06 -0.00136399 0.00128867 0.00185752 0.000535868 0.00165144 0.000325329 -0.00521485 0.000131349 -0.00413223 -0.0186271 -0.035527 0.00232638 0.0123208
internal_weight=56.0835 31.1054 6.1109 24.9945 1.79019 4.53586 2.49253 0.937254 1.11388 23.2043 19.1221 4.08218 2.3108 2.01818 1.23667 24.9781 18.891 9.1656 9.72538 9.2432 8.48048 7.71889 7.3086 1.93932 1.76361 1.58649 0.612739 0.418029 5.36927 1.14947
internal_count=4034 1902 330 1572 85 309 282 87 66 1487 1322 165 139 112 77 2132 1306 869 437 433 412 363 336 228 198 179 64 52 108 71
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 1 1 0 2 2 2 0 0 1 0 0 1 2 1 0 2 2 2 2 2 2 1 0 1 2
split_gain=0.00149099 0.00605009 0.00540472 0.00336826 0.00562104 0.0907558 0.0520425 0.0134937 0.00967774 0.0045546 0.0125712 0.0150418 0.0298635 0.00600014 0.00275858 0.0134584 0.00800967 0.0202286 0.0548282 0.058624 0.0555725 0.0954739 0.0166547 0.00713665 0.0593668 0.0337668 0.0288436 0.0109435 0.0172138 0.0234943
threshold=0.5398790455000001 0.41911918805000009 40.523311941050004 0.54136103710000005 40.844669808050007 0.42114008565000011 0.42209814075000007 0.55257327625000008 40.636252116050009 42.536568606950006 41.827117825850003 0.5654770815500002 0.57294691775000006 0.4591329601000001 0.49094338495000006 0.49053920540000012 0.34641178410000012 42.283941020600004 0.34656148020000005 0.48597347385000006 40.340071172300007 39.792680591700012 38.244973486750006 42.824128352900011 43.120094701700005 43.680097826700013 0.34829795515000012 0.49649711085000009 0.36533337325000009 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -6 -5 -7 -8 10 -9 -12 -13 -14 15 16 -1 18 -18 20 21 22 -20 26 -25 -26 -16 -28 29 -29
right_child=1 3 -4 4 5 7 8 9 -10 -11 11 12 13 -15 23 -17 17 -19 19 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.00033149922183386781 -0.0026616303763108227 0.0081081272285965355 -0.013055794868109519 -0.05474869175657774 0.098300124319157217 -0.026683094030028404 0.0016882497839792296 0.0027678173555190106 -0.029729121311191556 -0.0021333887903163479 -0.0095021257170023726 0.10047855394039623 -0.10020458965469328 0.017578246099943611 0.032684906636717879 -0.015342440799234705 0.10157086760344179 0.00068106708884194741 -0.0093387020408619344 0.093321643282078232 -0.10448259607029481 0.10010230960972873 -0.096078858949427609 -0.069331500252197725 0.055547273177451541 -0.0029781154599698746 -0.011219610634297418 0.00010634905238229892 0.0010405880731707044 0.031423553392092574
leaf_weight=30.74331150871199 2.683659801121959 0.55728267903577933 0.61487609551743094 0.18373658931147963 0.096548388701194088 0.18085314872041669 2.3897238773743514 1.1418873470937594 0.1022418156056587 1.5485815490262593 0.043384117074310669 0.055946813896298409 0.0099289252732432942 0.0076632983003506175 0.30520118912681482 0.58086179266683657 0.078847080119885504 1.1378132801041725 0.040930183756776262 0.061119676407543011 0.054886904151000504 0.06951130743496936 0.048207238395431062 0.13061911258010694 0.10501316480622325 1.6099551237491259 0.63528400870599355 0.50144658196950231 9.8623360342380177 0.45866035061771981
leaf_count=1241 59 13 99 31 14 34 614 135 32 438 11 5 11 69 8 16 12 126 38 13 29 6 14 27 33 272 32 7 528 67
internal_value=5.47797e-06 -0.00112785 -0.00459919 0.000684556 -3.36157e-05 0.00287566 -0.00338769 -0.000207451 0.00039924 0.00149812 0.00596558 0.0371953 0.0647444 -0.0488975 0.000240236 -0.00025617 1.56814e-05 0.00717277 0.0280675 0.00696645 -0.0177507 0.0122554 -0.0562495 0.00143727 -0.00434412 0.000605587 0.00234436 0.00153617 0.00228495 0.0150671
internal_weight=56.0403 9.61631 3.29854 6.31778 5.7605 3.08479 2.6757 2.98825 2.49197 2.80739 1.25881 0.116923 0.073539 0.0175922 46.424 32.8155 32.2346 1.49132 0.353502 0.274655 0.213536 0.158649 0.0891374 13.6085 1.84559 1.71497 11.7629 11.4577 10.8224 0.960107
internal_count=4034 1565 158 1407 1394 717 677 703 646 669 231 96 85 80 2469 1495 1479 238 112 100 87 58 52 974 332 305 642 634 602 74
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 0 1 1 1 0 0 1 1 2 2 2 2 0 0 2 0 2 1 2 2 1 1 2 1
split_gain=0.00120098 0.00558467 0.00394702 0.0233798 0.00496045 0.00705987 0.0103223 0.00784918 0.00577887 0.00325559 0.0175602 0.00436991 0.0542719 0.0205191 0.0155445 0.0254862 0.00254323 0.00725584 0.00237175 0.0209959 0.140237 0.00603482 0.0408492 0.0256014 0.00486901 0.0153905 0.0141534 0.0361461 0.0445779 0.0363585
threshold=0.5398790455000001 0.54064249575000012 0.42473279245000012 0.54499865270000014 37.784765830350004 39.952536079750011 0.54228915300000013 0.42114008565000011 0.41853537320000006 0.46187239905000005 0.56439926950000008 0.56294721715000018 0.45036076765000005 0.43837010870000009 41.827117825850003 40.467253020850002 38.903925214650009 39.184300550350009 0.48597347385000006 0.48797940185000005 41.50623664750001 0.48351845755000006 40.206947806850003 0.34521421515000011 40.159267750750011 39.664548207900005 0.34494476210000008 0.34524415440000006 39.420767558750008 0.35471991855000007
decision_type=2 2 2 2 2 2 2 2 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 -4 -3 -6 -7 8 -8 11 -11 12 13 14 15 -5 -12 -18 21 20 -20 24 -23 -24 25 26 -1 -28 29 -29
right_child=1 2 3 9 5 6 7 -9 -10 10 16 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00058893670623593039 -0.025304861052907801 0.0020047643608674354 0.05310018125205597 0.044770606291221933 -0.01459205150825478 -0.014898107524210773 -0.0010730694473975921 -0.0096385958457536162 0.010604495873642358 0.054962186440900798 -0.10054668405627912 0.00088866265829135721 -0.10167114072900735 0.045839200070683012 0.016043914847737002 -0.10126896119131686 0.099892474545002302 -0.072581944265734485 0.10057925949263634 0.00065098709215241895 -0.028819477050785011 0.015370915590483409 -0.029821538962589919 -0.0035603669583669784 0.00064671644144276134 -0.010563173926061046 0.073731172092405803 0.094999551778755617 -0.078428824328152402 -0.028245660448884154
leaf_weight=2.2077238206654552 0.093703128862211993 1.5815651985774923 0.08587030183821287 0.017383674639767199 0.6025020223205505 0.56243488491145432 1.0771297250711174 0.60855530772369082 0.69864865542990617 0.048207705921641177 0.0077832900435925367 3.9496321992868695 0.054225145331770364 0.092459438202922684 0.0664121362045762 0.038229864054301288 0.0032900783318865487 0.0094308535789386916 0.14457989332732069 16.802087436585118 0.19907576527860726 0.66307137208059375 0.62939097103662767 0.905011696726433 22.947258717873588 1.6492516250218248 0.09320329460345253 0.049414522828382546 0.053820712203560106 0.046425792131970761
leaf_count=218 14 40 16 52 31 14 89 30 29 15 252 385 20 15 18 15 15 515 16 1023 31 7 6 59 1003 31 12 22 8 33
internal_value=6.96113e-06 -0.0010113 -0.000771771 0.0014357 -0.00265316 -0.00472874 -0.00271207 0.000162462 0.00352126 0.000400852 0.0219927 4.9146e-05 -0.0122905 0.0103063 -0.0166171 -0.0556199 -0.0555222 -0.027974 0.000217623 0.00115145 0.0256201 -0.000329867 -0.0053696 -0.0143323 7.95927e-05 -0.00309466 0.00193166 0.0248448 -0.00559975 0.0352986
internal_weight=55.9878 9.59746 9.50376 4.37292 5.13084 3.54927 2.94677 2.38433 1.77578 4.28705 0.0687119 4.21834 0.26871 0.214485 0.122026 0.0556135 0.0205042 0.0127209 46.3903 17.1457 0.343656 29.2446 2.19747 1.5344 27.0471 4.09984 2.45059 0.242864 0.149661 0.0958403
internal_count=4034 1565 1551 1318 233 193 162 148 118 1302 797 505 120 100 85 67 782 530 2469 1070 47 1399 72 65 1327 324 293 75 63 55
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 0 2 0 0 2 0 2 2 1 0 1 1 2 2 0 0 2 2 2 1 2 2 2
split_gain=0.00127016 0.00192209 0.0104314 0.00778974 0.0130347 0.0607418 0.0341753 0.018026 0.0135089 0.00679707 0.0337118 0.0554888 0.0171184 0.0184647 0.032477 0.00642325 0.0314674 0.0305853 0.032214 0.00578092 0.00521979 0.0239804 0.0825663 0.0168901 0.00979414 0.00584466 0.0189053 0.00703739 0.00652709 0.00706911
threshold=35.171584490050009 38.969453495950006 38.748048509250005 39.896141435400004 0.5223196910500002 0.37003383130000006 0.39072183470000005 0.47943175355000006 39.110279783550006 0.50706565670000014 0.52366695610000014 37.137227079750012 0.47565941140000007 37.038444968100009 38.121007182500009 0.39091643965000006 0.53866650695000018 0.39476362980000007 0.39542229275000007 39.685256516350002 40.206947806850003 0.48537468940000006 0.53833717555000005 40.316494640950005 40.003678352300007 40.563919884450009 0.39591628995000006 40.467253020850002 40.583589072600013 40.633548727200008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 7 -6 -3 -8 12 11 -11 -2 -14 -15 -12 17 -17 -19 -10 21 -5 -23 -22 -24 26 27 -25 -27 -30
right_child=1 3 -4 20 6 -7 8 -9 19 10 15 -13 13 14 -16 16 -18 18 -20 -21 23 22 24 25 -26 28 -28 -29 29 -31
leaf_value=-0.0026379993747859651 -0.0010561425366198542 -0.021951476041779126 0.012994466909425344 -0.0020349918118095275 0.028134289200858351 -0.050519075110426914 -0.017716860598862329 0.0070619842490754958 0.0065784630359947156 0.015791206041358082 0.01063634620538241 -0.055899886212820216 0.0042400065702380097 0.071995970594993644 -0.0004150010231482057 -0.10148141403866125 0.0020926308978977811 0.058080046386967898 -0.056213609609734205 -0.0072272634794805614 -0.013103650033754266 0.062893180599055493 0.011588631694774693 0.012214000733340384 -0.0067800021864374803 -0.010927108158155167 -0.0056568938489202749 0.002963596469890114 0.010493207447398607 -0.00025874853768661224
leaf_weight=1.757315151438404 1.448440677357498 0.29419320393208559 0.72786259203897774 2.6232264626462678 0.36532741785049472 0.31853508600761404 0.59675042046799132 0.78697503865009821 0.70102363595657113 0.17733232938377375 0.60044539628870586 0.27599078341339123 0.35263102920725931 0.13903446064796299 0.11170280316582648 0.058292510585900792 2.303058068892633 0.040895743062719703 0.062117828120463514 0.53460638382433023 0.97521256249463206 0.27880813319643483 0.57359340612083165 1.7056177107224313 0.58768533678054524 0.56197075927684537 1.5439586919980035 1.5882194341966169 0.62295390075041623 33.231019084040398
leaf_count=371 114 36 46 29 17 35 30 37 83 22 11 32 31 24 21 20 260 4 45 30 45 25 15 32 55 16 36 23 14 2475
internal_value=7.90434e-06 9.37117e-05 0.00173606 -0.000122267 -0.00459744 -0.01214 0.000206397 -0.000832775 -0.00536167 0.000264841 -0.00240293 -0.0278555 0.00483913 0.0189913 0.0397371 0.00136183 -0.000897918 -0.0435957 -0.0108397 0.000605292 0.000241205 0.003657 0.0140254 -0.000103806 0.00229286 0.00021916 0.00347374 0.00775365 -0.000238332 -6.08996e-05
internal_weight=55.9448 54.1875 6.2978 47.8897 3.59741 1.3997 2.19771 1.08117 1.83238 5.56994 3.51813 0.453323 2.05181 0.603368 0.250737 3.06481 2.46436 0.161306 0.103014 1.23563 44.2923 4.06331 1.44009 40.229 1.16128 39.2537 4.8378 3.29384 34.4159 33.854
internal_count=4034 3663 630 3033 268 108 160 73 143 584 394 54 190 76 45 340 329 69 49 113 2765 124 95 2641 70 2596 91 55 2505 2489
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 0 0 0 0 0 2 0 2 0 0 2 1 2 0 2 0 1 0 1 1 2 0 0 2 1
split_gain=0.00112656 0.00433807 0.00636654 0.00445889 0.00426581 0.0123361 0.00967547 0.00860372 0.0176239 0.0167684 0.00460662 0.0123648 0.00656626 0.00327035 0.0108807 0.00772094 0.0607156 0.0659521 0.0605294 0.0355754 0.00433395 0.00647834 0.00417923 0.00373358 0.0147539 0.0122631 0.00405721 0.0160257 0.0139425 0.010723
threshold=0.34467530910000005 0.34485494450000004 0.34479506600000004 0.3447052483500001 41.898943182100005 0.4815274992000001 0.39718870690000002 0.48271009850000007 0.47464147780000004 0.42569084760000003 40.377444152000002 0.47817430615000006 37.903039192800001 0.4778150355000001 0.47769527860000011 41.385032804600009 0.34536391125000004 40.984321400500008 0.47736594710000008 41.646178195200001 0.47865333370000007 0.3453339720000001 0.47916230050000003 0.34518427590000006 0.3453339720000001 40.720231579350006 0.48537468940000006 0.48351845755000006 41.681597818500002 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 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 10 -6 8 9 -8 11 12 -1 14 15 16 17 18 -3 -17 21 -15 -22 25 -25 -24 27 28 -26 -28
right_child=1 13 -4 -5 6 -7 7 -9 -10 -11 -12 -13 -14 20 -16 19 -18 -19 -20 -21 22 -23 23 24 26 -27 29 -29 -30 -31
leaf_value=-0.0051129414057327332 -0.0069019795360293935 -0.10142214915023436 -0.013430486052931859 0.006362384160891763 0.0011198499648125081 0.016673653420740599 -0.10108158334032152 -0.0070608252571629573 -0.10121990109044193 0.01015328533729061 0.0083881748699823813 -0.01321032855052706 0.0082022175292033386 -0.0079241689716946923 0.008793961317531936 0.050100378935483691 0.0053727571121368386 -0.11174546074907342 0.10123058514345862 -0.0056791215881488236 0.0058282189072260231 0.0018990056402386592 0.0042506320371983874 0.01048421089401807 -0.0039588082401862228 -0.0098411165170455926 0.012892622696733157 -0.016027337793225131 0.0044198501783583692 4.5651297347084841e-05
leaf_weight=0.57828282711981094 0.51951268998163869 0.024807470693250844 0.59943167646618056 0.49480011472496699 2.8679234049065738 0.60334540507756163 0.017153414285246416 0.48001266701612622 0.031524331068851552 0.064552106789562913 0.64481877674642607 0.61974616383668024 1.0300690569601298 1.6874718790363652 1.6344537824406871 0.13760397390706203 0.55654018013785245 0.10471015502719183 0.036313693970441818 0.67633208939615619 1.2139790701621667 1.1149569079625505 1.0744993937259928 1.3258097045472812 5.3060700866123724 1.452135781466495 0.66609811602393065 0.75491827892256047 3.1741341563543983 26.397695972514306
leaf_count=144 15 84 16 29 147 9 51 3 11 46 76 7 50 22 15 5 55 6 1 238 23 38 12 32 65 30 19 42 141 2602
internal_value=7.67395e-06 -0.000161341 -0.00525995 -0.000431383 0.00120028 0.00367461 -0.00128483 -0.0129098 -0.0377053 -0.0131996 0.000944659 -0.00120952 0.00341475 1.24681e-05 0.0031146 -0.00292758 -0.0104527 -0.0635637 0.0189792 0.00375096 -0.000210231 -0.00401598 4.76017e-05 -0.000127176 0.000122714 -0.00384833 -0.000255738 -0.00206558 -0.000822683 0.000361843
internal_weight=55.8897 48.9523 1.61374 1.01431 6.93743 3.47626 3.46117 0.593243 0.11323 0.0817055 2.87292 2.2281 1.60835 47.3385 3.17076 1.53631 0.722371 0.165831 0.0611212 0.813936 44.1678 2.80243 41.3653 40.1514 37.6247 2.52664 36.2989 9.23512 8.4802 27.0638
internal_count=4034 3490 60 44 544 286 258 111 108 97 277 201 194 3430 404 389 146 91 85 243 3026 60 2966 2943 2901 42 2869 248 206 2621
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 1 2 2 2 0 2 2 1 2 0 0 2 2 0 0 1 0 0 0 2 0 0 0 2 1
split_gain=0.00136876 0.00490458 0.0102424 0.00296159 0.00259927 0.0139837 0.00444764 0.0439426 0.0036134 0.0048067 0.00744663 0.0289613 0.0698893 0.00914109 0.00551395 0.0048097 0.00732477 0.0153079 0.0428251 0.0309112 0.0073677 0.0151665 0.0208828 0.0168247 0.0329118 0.00920714 0.037951 0.0422591 0.0433067 0.00714445
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 41.092444989200011 0.56719858685000013 0.43837010870000009 39.458743938000005 39.420767558750008 40.750688432250008 0.54136103710000005 37.784765830350004 39.952536079750011 0.43590012275000006 40.00488309970001 0.55074698365000019 0.53928026105000015 39.896141435400004 39.420767558750008 0.51857728810000003 0.48447651265000008 0.39072183470000005 0.52005927965000021 0.52366695610000014 0.5017514446000001 36.893814626400008 0.53544804050000006 0.52770875125000016 0.52863686715000002 37.828051409500013 0.34656148020000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 -6 7 -7 9 15 14 12 -12 -13 -11 16 17 20 19 -19 21 23 -23 -1 -25 26 -22 -28 -29 -18
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 11 13 -14 -15 -16 -17 29 18 -20 -21 25 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0015590828528314836 -0.00050490297957461175 0.014298161988868388 -0.0048088423826044852 0.0044483106017146803 0.056469677618084593 0.0002235476368792044 -0.003879164963138801 0.10044057989327766 -0.0039329373262480139 0.0056149077432302366 -0.1016017952396612 0.0074408758579672697 0.0064327823272225127 -0.0098388357518738 -0.0046789766153655203 0.0059360540346578422 0.00061037750720382413 -0.016782834622132922 -0.04059409660570152 0.029038344022395069 -0.070143630881572869 0.030062184744598736 0.00021400311795465705 0.0063775558792238734 -0.042316640069991536 -0.0021825494036362869 0.061023952450740909 0.015954160151836608 -0.10107628743111206 0.0066547948554930517
leaf_weight=3.1526287872527203 27.012057046126404 0.77242083703542563 0.67616439420248731 0.70690932816705754 0.049972132434958794 0.51941549944952414 0.56336843604289744 0.047776958900698219 2.2402800937977991 1.1020717917901937 0.10497557883263642 0.54168798867613055 0.13939386375841423 0.70404618968677823 0.98584185725362949 1.7203854587860394 8.4304293718843422 0.34706869599449408 0.36920077053218847 0.25568692862725584 0.10697207902577588 0.40602120547555376 0.55452705138304736 0.28529047919437278 0.2703225639052107 1.031660315558838 0.078601247456390411 0.077605327821288483 0.053361341992058442 2.5460998667159762
leaf_count=348 2202 35 37 37 35 353 122 6 37 30 61 4 33 50 52 23 151 33 48 27 51 38 10 25 32 12 10 21 26 85
internal_value=6.61815e-06 0.000485715 0.00507409 -7.73753e-05 0.000115082 0.00470243 0.00241425 0.00866524 -9.72565e-05 0.000272114 -0.0030995 -0.00849966 -0.0399764 -0.00232502 0.000754485 0.000884925 0.000401226 -0.00212926 -0.0137737 0.00265436 -0.000248274 0.00163213 0.0128308 -0.00126865 -0.0173136 -0.00676008 -0.0216791 0.00305925 -0.031729 0.00201243
internal_weight=55.8522 28.8402 2.15549 1.38307 26.6847 1.18053 1.13056 0.567192 25.5042 23.2639 3.57802 1.4901 0.244369 1.24573 2.08791 19.6859 17.9655 6.98895 0.971956 0.602756 6.01699 4.66879 0.960548 3.70824 0.555613 1.3482 0.31654 0.209568 0.130967 10.9765
internal_count=4034 1832 109 74 1723 516 481 359 1207 1170 230 148 94 54 82 940 917 681 108 60 573 453 48 405 57 120 108 57 47 236
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 0 1 2 2 1 1 0 2 2 2 2 1 1 2 2 2 0 2 0 1 2 1 0
split_gain=0.00118963 0.00159212 0.00364664 0.00840163 0.00239862 0.00223967 0.00903241 0.00211655 0.00701893 0.00392557 0.00324348 0.00505108 0.0111223 0.0306693 0.0111453 0.00665322 0.0206254 0.0165727 0.00820746 0.0515975 0.0475922 0.0084155 0.00966061 0.00837718 0.0219277 0.0148058 0.00784989 0.00743222 0.00998708 0.00627936
threshold=35.171584490050009 41.218101594450012 40.94178426300001 0.48119816770000007 41.092444989200011 41.289992964000007 0.4784437592000001 0.56719858685000013 0.44521122120000006 39.458743938000005 40.750688432250008 0.39542229275000007 0.39045238170000002 0.52770875125000016 39.110279783550006 40.316494640950005 40.206947806850003 40.137820134150012 0.38976377950000002 0.37413550490000008 38.748048509250005 38.625745710700009 39.337369931850013 0.47565941140000007 37.445036092900004 0.50086823750000009 0.34554354660000003 40.467253020850002 0.34515433670000012 0.53833717555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 6 -3 10 -9 -10 11 12 15 14 -14 16 17 18 19 21 -21 23 -23 -2 25 -25 -24 -17 -29 -13
right_child=1 5 3 4 -6 -7 -8 8 9 -11 -12 29 13 -15 -16 27 -18 -19 -20 20 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0025539210337186891 -0.0014068128675964401 0.002437478737523124 0.012987508693101519 -0.004317226478487873 0.0040136385904841537 -0.00020405421593621475 -0.011438458551918872 0.034663859790010874 0.0083135650078694848 -0.0036455429721770835 -0.003531558706047109 -0.0072201562329242425 -0.016296902414663569 0.046120332788614077 0.015438974524053385 0.0093128538210400912 -0.014761457703561446 0.015792767472661961 -0.010455194475659263 0.00047912266918284852 0.062319043657746875 -0.01549196843618781 -0.0077501569521954477 0.018580544346609773 0.039048636180906128 -0.017368783771644938 0.0030981328741350404 -0.0046177959996412396 0.0062683361467692255 -0.00012769438104250156
leaf_weight=1.7592371337236432 1.44704844176224 1.0491679293614904 0.76570447392815255 0.6777567397401183 0.70521426283426081 25.121372166554561 0.84850905414087652 0.072107991470587218 0.56046174164967844 0.53790763492366978 2.2451377727527122 1.5895689048608597 0.22238793933861778 0.20707393292104825 0.22026219463441521 1.6576110991145476 0.93598203104920674 0.6864904064714209 0.73975311479443906 0.24778874870389689 0.25002478540409356 0.71561453408548947 1.3544527833564646 0.22076402796665195 0.20826732157729566 0.23815350246150047 1.3142446136306913 1.5936131627597094 1.78856792981378 5.8144915958160626
leaf_count=371 110 13 35 37 37 2153 36 36 191 116 37 106 36 16 15 29 24 14 22 30 26 45 42 30 29 13 46 76 31 232
internal_value=5.17929e-06 8.84961e-05 0.000631332 0.00458377 -6.90934e-05 -0.000454288 -0.00376687 0.000289826 0.00444093 0.0024568 8.47908e-05 0.00046327 0.00157726 0.0143549 -0.000505167 0.000957643 -0.000772691 0.000991278 -0.000517171 0.000708853 0.031538 -0.00208228 -0.0051744 0.00286738 0.0121376 -7.52224e-05 -0.00240774 0.00382743 0.00113902 -0.00165037
internal_weight=55.7947 54.0355 27.0165 2.14868 1.38297 27.019 1.89768 24.8678 1.17048 1.09837 23.6973 21.4522 14.0481 0.649724 0.44265 13.3984 8.35858 7.4226 6.73611 5.99636 0.497814 5.49855 3.38431 2.11423 0.667185 0.458918 2.6687 5.03979 3.38218 7.40406
internal_count=4034 3663 1461 109 74 2202 49 1352 343 307 1009 972 634 67 51 567 431 407 393 371 56 315 133 182 72 43 88 136 107 338
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 1 2 2 2 2 1 1 0 0 0 1 2 2 1 2 0 2 0 0 0 2 2 2 2
split_gain=0.00105774 0.0168901 0.00462765 0.00521991 0.0303719 0.011607 0.0124086 0.00564071 0.00667669 0.0162823 0.00902783 0.00932577 0.0209944 0.0210307 0.0152653 0.00564748 0.004585 0.0167938 0.0158228 0.00847415 0.0791938 0.0606514 0.0133483 0.0157795 0.00925918 0.0137877 0.00727084 0.00687735 0.00661558 0.00478874
threshold=41.919251152600005 42.006870117350005 41.898943182100005 0.34551360740000009 0.34560342505000002 41.535369675400013 0.34515433670000012 41.32819714970001 40.137820134150012 39.664548207900005 40.563919884450009 0.34521421515000011 0.34494476210000008 0.47997065955000012 0.48098859315000003 0.4784437592000001 0.34641178410000012 42.141702038450013 42.094663496250007 0.34554354660000003 43.077238082650005 0.48351845755000006 42.824128352900011 0.47961138885000004 0.4815274992000001 0.47943175355000006 43.047778594550003 43.752965619700007 48.86568841230001 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 8 9 15 -10 12 13 -12 -14 -1 17 -3 -18 22 21 29 23 -19 25 -22 -24 -28 -29 -21
right_child=1 16 -4 4 -6 6 -8 -9 10 -11 11 -13 14 -15 -16 -17 18 19 -20 20 24 -23 26 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00063176854460418987 -0.016549966423086735 -0.015850163073557379 0.0090272452219344688 -0.021418236287518117 -0.00013187033509276026 0.00078215057738953973 0.019774382572744983 -0.0049446558113055705 0.0073105087762973019 -0.012105041994591101 0.016213213758409315 0.0049095085687676492 -0.042540317791673471 -0.0066287244903127374 -0.0093650865959020429 0.010001563153235481 0.012326244460997683 -0.005234084806464122 -0.00016966539758037056 0.055622125129618782 0.026495889893002136 -0.0015633583198336283 0.010567650917705259 -0.037740434424725071 -0.10578434048770805 -0.10141196861915941 -0.005238362879538442 0.0086611866937196438 -0.0011366388202525572 0.095581007738188187
leaf_weight=1.6743195082550197 0.64322216805661625 0.7645744948455081 0.59695466072254433 0.6898840824142124 23.611728730845375 0.67907143805014303 0.69720394676551223 1.5364300972020135 3.1170228141108964 1.1133135900399791 0.64156562499282221 2.3104254886824265 0.1948565439423503 1.0843307916074989 0.48127884836867452 0.7118277815170585 1.1805683702073109 0.61786514291374039 7.1527933335555431 0.042572405240946298 0.017058665745349089 0.19743759260745719 0.6479061271837806 0.19692970656615216 0.045676574110984802 0.016655948187690228 1.9987674574839465 1.0657083488097785 1.9503136645143966 0.10148493057026542
leaf_count=222 70 22 15 25 1627 33 12 38 42 24 48 30 62 8 5 22 33 81 1143 77 39 19 36 26 3 4 98 121 39 10
internal_value=6.11644e-06 -0.000661755 0.000290046 0.000154725 -0.000736156 0.00167491 0.0104034 0.000741175 0.00151229 -0.00211893 0.00313529 0.000373624 -0.00398928 0.00186228 -0.0189259 0.00254033 -2.288e-05 -0.0017884 0.0016006 -0.000229874 0.0135199 0.0344349 -0.00112329 -0.0130906 -0.0764442 -0.0366941 0.000598668 -0.000689316 0.00232541 0.0837722
internal_weight=55.7797 16.6395 39.1402 38.5433 24.3016 14.2416 1.37628 12.8654 11.3289 3.49946 7.82948 4.71246 2.40203 1.7259 0.676135 2.38615 15.9963 7.66295 8.33336 6.89838 0.420886 0.341495 6.47749 0.814795 0.0793912 0.0337146 5.6627 5.01479 3.01602 0.144057
internal_count=4034 1821 2213 2198 1652 546 45 501 463 268 195 153 123 56 67 244 1751 575 1176 553 152 106 401 107 46 43 294 258 160 87
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 0 0 2 2 0 0 1 1 0 0 1 0 2 1 1 1 2 2 0 0 2 1 1 1
split_gain=0.00123439 0.00415722 0.00939441 0.00711619 0.00788264 0.0167449 0.0152309 0.00355508 0.00378083 0.00327529 0.00788406 0.00565862 0.00318556 0.0119969 0.00641084 0.00331458 0.0459009 0.00599634 0.0172916 0.00684119 0.00484602 0.00844146 0.00679623 0.0034032 0.00271677 0.0039907 0.0145816 0.013405 0.00450318 0.0351411
threshold=0.34467530910000005 41.898943182100005 0.4815274992000001 0.39718870690000002 0.48271009850000007 0.47464147780000004 0.42569084760000003 0.39672464895000009 48.86568841230001 40.377444152000002 0.47817430615000006 0.46898296455000005 0.34485494450000004 0.34488488370000009 0.47943175355000006 0.47700667645000011 0.34509445825000007 0.4778150355000001 41.385032804600009 0.34512439750000007 0.34530403280000005 0.34542378970000004 40.984321400500008 42.047301293400004 0.47817430615000006 0.48068920095000006 40.040005255000004 0.34554354660000003 0.34566330350000002 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 7 5 6 -5 8 -3 10 11 -1 14 -14 -2 16 -15 18 -17 -19 22 23 -21 -22 -23 26 -26 -28 -27 -30
right_child=12 3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 15 -16 17 -18 19 -20 20 21 24 -24 -25 25 28 27 -29 29 -31
leaf_value=-0.0017516532172784185 -0.012039409851033663 0.0028305264871330421 0.015128293473487773 -0.10097557001835866 -0.0057084312140986884 -0.10111240313131949 0.0093718986067097294 0.0058919367757615587 -0.0060409086481979426 0.0076290417645149839 -0.0099909524851652994 0.010292335519626139 0.022739799383081124 -0.10546526792122597 0.0007520995996883426 -0.0008015275224828556 0.00033968688656324324 -0.0062324494880345383 0.017242853796303397 0.010013034747929105 -0.0023016613216497914 0.007063368410525535 0.00053658776920836643 -0.010614818626390476 0.0087496062298485205 0.0044112381333996495 0.0015038847757913422 -0.019640122994187555 -0.043249397084976729 5.9286527825109854e-05
leaf_weight=0.94280541560819597 0.66803309283587597 0.96118335931214438 0.59582391870208073 0.01551687742542629 0.4842965294374153 0.028650443302751682 0.06451325198057134 0.94351370912045229 0.96040275482664583 0.64178147302876798 0.6266428023809566 0.66541795135162829 0.23043947385485708 0.044309873452452408 0.94755299389362335 1.7334450263588217 0.54930816744674815 1.8669901729799594 0.76563174614238949 1.102395622263429 0.92387916869483788 0.53267239098568708 2.4139989031191362 1.0545157310698412 0.55307909337056926 2.2720507540507162 0.51549702826741828 0.71674067631113303 0.18846787710208701 31.728211112100261
leaf_count=170 36 121 9 51 3 11 46 7 19 76 7 24 29 15 24 19 282 34 65 15 24 13 44 24 10 48 9 62 18 2719
internal_value=6.58333e-06 0.00125543 0.00369951 -0.00119883 -0.0111703 -0.0355089 -0.0120231 0.000864917 -0.00160339 0.00133233 -0.000475877 0.00323166 -0.000170751 -2.1271e-05 -0.0045371 -0.00013296 -0.00755799 -3.79015e-05 0.00472665 -0.000309326 -4.60401e-05 -0.000370725 0.00350747 -0.00673271 -2.59528e-05 -0.000130925 -0.00474 -0.0107947 0.000109758 -0.000196451
internal_weight=55.7378 6.93055 3.47247 3.45808 0.592977 0.108681 0.0800301 2.8651 1.92159 2.87665 2.23487 1.60822 48.8072 47.1916 1.61559 46.9612 0.593618 46.3676 2.49908 43.8685 42.0015 38.4851 3.51639 1.97839 36.5067 35.974 1.78532 1.23224 34.1887 31.9167
internal_count=4034 544 286 258 111 108 97 147 140 277 201 194 3490 3430 60 3401 297 3104 84 3020 2986 2927 59 48 2879 2866 81 71 2785 2737
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 0 2 2 2 0 2 0 1 0 1 0 2 2 0 1 0 1 2 2 2 2 2 1 0 0
split_gain=0.00106311 0.0146141 0.0335066 0.00706682 0.00996746 0.00669107 0.00458152 0.00708119 0.00804689 0.00710909 0.00584649 0.00988311 0.0579095 0.0328894 0.0163912 0.00688227 0.00764143 0.00609786 0.00303194 0.0173002 0.0183288 0.00342588 0.00297942 0.0052874 0.00673165 0.00676347 0.00410153 0.0129683 0.00870734 0.00605209
threshold=38.064633603500006 0.34440585610000002 0.46989611090000011 37.828051409500013 37.73036952315001 0.42018203045000008 38.969453495950006 38.748048509250005 38.400997490450003 0.52770875125000016 39.896141435400004 0.5223196910500002 0.37003383130000006 0.52432561900000019 0.34494476210000008 0.56859076075000015 39.792680591700012 40.003678352300007 0.50086823750000009 0.36945001650000003 0.51675099550000014 0.36491422415000008 40.098777110850008 40.159267750750011 40.316494640950005 40.206947806850003 40.633548727200008 0.39591628995000006 0.54300769440000007 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 18 -1 7 8 9 -2 11 12 14 -13 -8 16 -15 -12 21 -20 -21 -3 -19 -24 25 -25 27 29 -29 -26
right_child=6 3 -4 -5 -6 -7 10 -9 -10 -11 17 13 -14 15 -16 -17 -18 22 19 20 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-0.10021375142054197 -0.00018439284149851808 -8.1466891717324312e-05 0.10057339259567222 -0.012393592445038883 0.025842647737966171 -0.0026985187323761949 -0.008010320125077016 0.01256579553444534 -0.0078770704068471618 0.013524648190061508 0.0053996159286311685 0.026616506279858745 -0.048931611071400927 -0.01648120740147704 0.018657647434624957 0.0034808491122563534 -0.00033949685884469361 -0.0066801421100007577 -0.026335611896493173 0.038145569984583294 -0.0022677207066410985 0.014388978818736351 0.0091503390727848063 0.0019055985993256968 0.0023253426103033059 -0.011617378263631326 -0.00026029505347094259 -0.010204935670080999 0.0026349174586031191 0.010228588235424232
leaf_weight=0.0086101406339772479 0.98422307479917315 0.60834847286838067 0.0443720281809874 0.58960982231739745 0.13677293186514017 0.03849699596685241 0.73550982350571714 0.72156086715311207 0.683886107939084 0.61440289893808342 2.160221250479565 0.38733176956884596 0.30677261056553096 0.7097920122707817 0.33566272317284529 0.57451329728877221 0.49977481494033782 0.66667704613798306 0.2886720841777336 0.11667826572580997 2.9395514258349098 0.22379787547106389 0.62991887976130456 0.59515591169713278 2.0828794376875517 0.97697187724729417 33.120791971707575 1.047084314774992 1.0657182846291062 1.8117365239158969
leaf_count=100 30 99 9 43 25 35 31 46 62 46 30 16 35 78 42 57 9 48 14 22 446 24 30 16 31 45 2475 12 38 40
internal_value=5.7641e-06 -0.00138619 0.0382153 -0.00212501 -0.000721505 -0.0205221 0.00014287 0.00393069 0.00120091 0.00508443 -9.56485e-05 -0.00400032 -0.0106244 0.000203237 0.000346357 -0.0055312 -0.0098117 0.000218209 -0.00159132 -0.00293512 -0.000724855 0.00381022 -4.83097e-05 5.86649e-05 -8.20469e-05 -0.00649802 0.00017574 0.00257974 -0.00372839 0.00600185
internal_weight=55.7055 4.99491 0.0914792 4.90343 4.31382 0.0471071 50.7106 3.00407 2.28251 1.59863 47.7065 3.54936 1.37795 2.17141 1.07117 1.78408 1.20957 44.1572 4.17705 3.3449 3.05623 0.832146 41.9969 41.3303 40.7003 1.57213 39.1282 6.00742 2.1128 3.89462
internal_count=4034 817 144 673 630 135 3217 184 138 76 3033 268 108 160 73 144 87 2765 605 482 468 123 2735 2687 2657 61 2596 121 50 71
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 0 0 1 1 0 1 2 0 0 1 2 2 2 0 0 1 2 0 1 0 2 1 0 2
split_gain=0.00108247 0.0034536 0.00775746 0.00582492 0.00690609 0.0157616 0.00339546 0.0107951 0.00300588 0.0102328 0.00672511 0.00293815 0.0264315 0.0192698 0.00737521 0.00498953 0.00478837 0.00794724 0.0232791 0.0031963 0.0138753 0.0135054 0.0091362 0.00871118 0.00579453 0.00532398 0.0115627 0.0214006 0.02586 0.0108818
threshold=0.34467530910000005 41.898943182100005 0.4815274992000001 0.39718870690000002 0.48271009850000007 0.47464147780000004 0.45798030000000006 0.42569084760000003 0.34485494450000004 0.34488488370000009 0.47769527860000011 0.34515433670000012 42.233786329550007 0.4778150355000001 0.47721625100000004 0.34527409360000011 41.32819714970001 41.741384785950011 42.198888176300009 0.48537468940000006 0.48351845755000006 0.34587287805000005 40.280372415600006 0.47943175355000006 0.34614233110000009 0.48119816770000007 41.741384785950011 0.3459626957000001 0.48271009850000007 42.456897412850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5 10 -10 -2 12 13 14 -11 16 -13 -18 -19 20 22 -21 23 -17 -23 29 -27 28 -28 -24
right_child=8 3 -4 4 -6 -7 -8 -9 9 11 -12 15 -14 -15 -16 19 17 18 -20 21 -22 24 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012637914898745387 0.0042180052419064969 0.00080536299034598936 0.013856598056891479 -0.10088190863559698 -0.005089749063065899 -0.10100594390590423 0.017775981645149919 0.0018387417283850498 0.021056733581922352 -0.0093506546569094105 -0.0092415154676511787 0.008890057253050308 0.013867834970670373 -0.017098349775769264 0.0046188578446129695 0.00064529086926363056 -0.0079945436430530099 0.019734413517344934 -0.007352331446931858 0.014234169388154888 -0.014618336501423143 -0.0099334191463310434 0.0044373041904139775 -0.016027277206333842 0.00029040130663380729 -0.0055699192639169634 0.043350349178094327 -0.0043726507334486955 0.0043488132245091292 -0.0065634512066805144
leaf_weight=2.8699548954721181 0.57941440988710624 2.8635940237821216 0.58970163832418609 0.014049000267632894 0.48625636857468635 0.02594324302572204 0.026813466716788525 0.037644960023015983 0.22934316180089709 0.58562734482326528 1.0331809477647764 1.2068601341161405 0.74587073772818246 1.1728924027520404 1.0656202081590891 0.55927452004192779 0.66491648912005974 0.60356787427008363 0.66893835562950699 0.69087424117606033 0.75616770859778704 0.5665577463805701 4.7140395818565661 0.71276877463363686 25.749021157878722 3.3862707937922547 0.25150644650420861 1.1855603851145131 0.52463634498417377 1.1111553529863583
leaf_count=277 28 147 9 51 3 11 14 32 29 64 32 20 29 27 7 56 6 15 35 25 42 4 122 23 2598 26 59 11 3 229
internal_value=6.01076e-06 0.001177 0.00341025 -0.00105971 -0.0101011 -0.0334307 -0.0111 -0.0260779 -0.000160017 -1.48221e-05 -0.00440544 -0.000117814 -0.00287533 -0.00729729 -0.000335535 0.000109265 0.00394562 0.000865633 0.0054953 -0.000190741 -0.00146598 0.000432627 -0.00066685 -0.00869691 7.02889e-05 0.000247356 -0.00203084 0.00407829 0.0169871 0.00233891
internal_weight=55.678 6.91396 3.45966 3.4543 0.590707 0.104451 0.0785074 0.051694 48.7641 47.1515 1.6126 46.9221 3.57001 2.82414 1.65125 43.3521 3.14428 1.93742 1.27251 40.2078 13.2014 27.0065 12.4452 1.27204 26.3156 11.1732 5.34797 1.9617 0.776143 5.82519
internal_count=4034 544 286 258 111 108 97 83 3490 3430 60 3401 127 98 71 3274 76 56 50 3198 571 2627 529 79 2602 450 99 73 62 351
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 2 0 1 0 2 2 0 2 0 2 0 1 1 0 0 2 1 2 2 0 1 0 1 1
split_gain=0.00108625 0.00754426 0.00424053 0.00371861 0.0035613 0.0206644 0.0106357 0.00772165 0.0435903 0.0191405 0.00719266 0.0189918 0.05992 0.0346686 0.0161448 0.0610506 0.0450762 0.0053195 0.0121995 0.0167356 0.0565382 0.163508 0.00904543 0.0137341 0.00641758 0.0151327 0.0147446 0.0740609 0.0449475 0.044668
threshold=40.984321400500008 40.844669808050007 0.44751654140000008 40.750688432250008 0.34518427590000006 41.319407281650008 41.178189531300006 0.47769527860000011 0.34536391125000004 0.4778150355000001 41.436838994450007 42.233786329550007 0.47754558250000007 43.047778594550003 0.48306936920000004 42.824128352900011 0.47676716265000008 0.34527409360000011 0.34569324270000007 0.47961138885000004 0.4871261339500001 42.719328117250008 0.34587287805000005 41.965809985500009 42.006870117350005 0.48597347385000006 0.34656148020000005 0.49336846205000007 0.4019490434500001 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6 8 -8 -9 -7 12 -12 14 15 16 -13 -11 19 -19 21 -21 23 -20 26 -26 -24 -28 -29 -30
right_child=4 2 -4 -5 6 10 7 9 -10 17 11 13 -14 -15 -16 -17 -18 18 22 20 -22 -23 24 -25 25 -27 27 28 29 -31
leaf_value=0.00034870187688031931 -0.014557519093867682 0.012834979861020796 0.0011988332540474613 -0.0055252111696202887 0.010847245772932002 0.007008851779461811 -0.066892906424303122 0.017814681403245533 0.000546107031643419 0.0048566002292445166 0.0050051661076432486 0.04118412382525212 -0.046741059799357901 -0.001252288878694685 0.05787869130615373 0.091084748994133088 -0.10241890857104903 9.6931547568899969e-05 0.016943760352418319 -0.10278408234213306 0.010299508646403895 -0.0045885171816825851 -0.00027882538140535767 -0.0032475711342070512 0.022282366397270884 0.00024519633449851411 -0.10509467276622703 0.0025182081187465812 -0.10251694302008718 0.0071368033232074692
leaf_weight=24.307046353548827 1.1612708286830757 0.74466929444422436 0.54050555554346147 1.1277740098418849 0.90494667609635726 1.1766045165600187 0.11479830529857227 0.5938887468873898 0.58051105359340949 1.7425409484449144 0.59720847502706309 0.038255829533419994 0.35787252561567584 3.9052961722469686 0.14649736694991589 0.057752239574448083 0.050996822882098058 1.7118728907444176 0.76373720448464044 0.23011367207163835 0.55872349441051483 0.64453521347604692 3.3046156046330002 0.60273873366713815 0.32380768238328883 8.2682911532556265 0.081956775538856053 0.86696111525588981 0.088267981774606596 0.064146392622629111
leaf_count=1655 39 34 19 30 55 13 44 9 173 27 58 37 30 213 4 15 14 27 11 37 13 32 47 65 36 1073 4 80 16 124
internal_value=6.21611e-06 0.000465962 0.00794117 8.82539e-05 -0.000418289 -0.00229525 0.000237377 -0.000230036 -0.0105883 0.000132866 -4.58429e-05 -0.00165639 -0.0143843 0.00123877 0.0343845 0.0109714 -0.0408672 -0.000412577 -0.000936956 -0.00657786 -0.0145495 -0.030423 0.000298172 0.00803757 -0.000515466 0.0010757 -0.00361843 -0.0136391 -0.00628618 -0.0563671
internal_weight=55.6582 26.72 1.28517 25.4348 28.9382 7.49175 21.4465 20.5415 0.695309 19.8462 6.33048 5.15388 0.955081 4.1988 0.293502 0.147005 0.0892527 19.2523 17.5098 3.14525 1.43337 0.874649 14.3645 1.36648 12.998 8.5921 4.40595 1.10133 1.01938 0.152414
internal_count=4034 1738 53 1685 2296 423 1873 1818 217 1601 384 371 88 283 70 66 51 1592 1565 109 82 69 1456 76 1380 1109 271 224 220 140
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 1 0 1 1 2 2 1 2 0 0 0 1 2 2 2 2 0 0 0 1 1 2 1 0 0
split_gain=0.00116894 0.00325766 0.00346596 0.0389049 0.0484083 0.0251536 0.022604 0.0163036 0.0125699 0.0125335 0.0123053 0.00463009 0.0257626 0.0127005 0.00634096 0.0120799 0.0116908 0.00738564 0.0102724 0.00428991 0.0502998 0.041926 0.0235537 0.0166624 0.00757204 0.00760623 0.00619011 0.0191284 0.0207148 0.0229134
threshold=41.319407281650008 41.360869295700006 0.34739977845000009 42.047301293400004 0.5276039639500002 0.42039160505000012 0.56188437470000008 0.35807311160000005 0.3459626957000001 41.605323437500005 41.872294782850005 0.34575312120000007 41.741384785950011 0.48797940185000005 0.48200652675000005 0.4815274992000001 0.34509445825000007 41.481306584950012 41.571132012400007 42.67709657435001 43.120094701700005 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.35374689380000007 0.4025178887000001 47.709122305950011 0.3782970569500001 0.54228915300000013 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 7 -6 -7 -4 11 -9 -10 14 -13 -14 15 17 -16 -3 -19 24 21 -21 -23 -24 -5 -26 -22 -28 -29 -30
right_child=1 2 3 19 5 6 -8 9 10 -11 -12 12 13 -15 16 -17 -18 18 -20 20 26 22 23 -25 25 -27 27 28 29 -31
leaf_value=0.00041404361779332491 -0.0047836466898079529 -0.0097336898011124735 0.095865426176550431 0.0090722779025475507 -0.10120324144081852 0.038244934871343096 -0.10029875793605308 0.078790078074676362 -0.018915181474894405 0.0099011312857735824 -0.003482489374519586 -0.0062237746237360876 0.023658009966385549 0.0027723164898535439 0.0006135191474311674 0.013824413348558166 -0.014692986048144339 0.012929229695564462 -0.00061088533991108217 -0.10336831951637751 -0.00036590935615248558 0.04804326209287841 -0.10132489733378321 0.00022628889528340264 -0.0097241750993392224 0.0019607904664554819 0.09457938037833627 -0.051711039958076438 0.10059134391518705 -0.031755007090617925
leaf_weight=30.783292709261865 1.6629361846801298 0.76657639149163159 0.092770735951490102 1.1174003807827828 0.027532342994959436 0.059340975290979259 0.014692078155982724 0.0454582050101493 0.65607624845870427 0.063028494586049533 2.4314580663735796 1.1629029083997005 0.67957513450492235 0.50939705967903137 1.2518027238547795 0.64536939747631539 0.82974196970462788 0.61649549186029151 6.147735963678719 0.087589204193646575 2.223233427570444 0.042224324974995397 0.030735999378081691 0.034064104700291864 0.69783660222016441 2.7617693140577586 0.02844479384839349 0.041662587589435418 0.029793336987495422 0.02332213110255843
leaf_count=1902 30 14 11 11 29 22 93 11 26 31 58 10 84 2 24 9 36 12 485 18 560 9 26 32 60 115 9 74 2 229
internal_value=2.51429e-06 -0.000508694 -0.000201186 0.00157963 0.036684 -0.0195979 0.0107505 0.0650869 -0.00104307 0.038767 -0.00676181 0.000357193 0.00435906 0.0147099 -0.000560348 0.000694149 -0.00548794 -0.000431078 0.000623168 8.61883e-05 -0.00320858 -0.052062 -0.0100726 -0.0479415 0.00191539 -0.000396182 0.000843285 0.02266 0.00107558 0.0424802
internal_weight=55.5643 24.781 23.118 7.4209 0.302823 0.101565 0.0740331 0.201257 15.6971 0.108487 3.08753 12.6096 2.35188 1.18897 10.2577 8.17618 2.08154 7.53081 6.76423 7.11808 2.54107 0.194614 0.107024 0.0648001 4.57701 3.45961 2.34646 0.123223 0.0947781 0.0531155
internal_count=4034 2132 2102 1342 197 144 115 53 760 42 84 676 96 86 580 520 60 511 497 1145 959 85 67 58 186 175 874 314 305 231
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 0 2 1 2 1 0 0 1 0 2 0 2 2 1 2 0 0 1 0 0 0 0 1 0 1
split_gain=0.00125422 0.00332008 0.00258773 0.0158967 0.0235355 0.0386065 0.0212602 0.0046126 0.00566285 0.0132384 0.00366655 0.00254917 0.0119871 0.0111726 0.00747554 0.00699388 0.00494072 0.0203307 0.0148309 0.0359382 0.05867 0.0174578 0.00909317 0.00780953 0.0120587 0.0312187 0.0062591 0.00982396 0.00568398 0.00545775
threshold=0.34467530910000005 0.47736594710000008 0.34515433670000012 40.206947806850003 42.233786329550007 0.4778150355000001 39.525197829750006 0.34527409360000011 41.975471476700008 0.34524415440000006 0.47721625100000004 0.48537468940000006 0.34587287805000005 0.48351845755000006 40.280372415600006 0.47943175355000006 41.385032804600009 41.741384785950011 0.34566330350000002 42.141702038450013 0.48119816770000007 0.47916230050000003 0.34536391125000004 0.4815274992000001 0.48306936920000004 0.48244064550000004 0.48271009850000007 0.3453938505000001 0.47883296910000012 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 10 -2 8 -4 -10 -5 13 -13 14 15 -9 26 -18 22 -20 21 28 -19 -22 25 -25 27 -16 29 -21
right_child=2 -3 7 4 -6 -7 -8 11 9 -11 -12 12 -14 -15 16 -17 17 18 19 20 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030814801022630847 -0.0074112031863061926 0.0043202206748196963 0.0071070007490963184 -0.0079475630508209633 0.011076003286156778 -0.023598870619614326 0.018911836884930113 0.00050493966900816509 -0.011898115143149274 0.0092602400987584176 0.0012762463643144414 0.013419557086434672 9.7788404546335551e-06 -0.013151820752483787 0.010336655112857406 -0.014420044133674578 -0.013312927556128153 0.0020645482662749455 0.002544540943081942 0.085640788212337907 0.09987396528267023 -0.10102827670717451 -0.014874389398401728 -0.10088786947565848 0.10092749399179979 0.10043721765602448 -0.0018347935613483865 0.0002361618771403877 0.10009354096462442 -0.026873114988455085
leaf_weight=4.5644898051069438 0.53713167245767468 2.3466616230380168 1.9407283356867986 0.58072891083453781 0.72883416106333232 1.1536888030932457 0.71560732531361282 0.55883128284034167 0.61161180565068185 0.5725371542157518 1.6710460064932704 0.68397809978342294 26.246593990796612 0.75578507681348206 1.6568930496362089 0.71656148712646761 1.2301434278285794 0.6080475211828118 1.8486427216264973 0.0051388722231423536 0.087490233883727342 0.02440118007007186 0.66189640700468289 0.013973413268104196 0.027534190565347672 0.017162267431558575 2.6205428605899215 2.2991562599743589 0.0056467195972800246 0.026768627911606613
leaf_count=508 35 36 29 60 47 46 15 56 39 8 13 25 2602 42 15 23 37 31 27 8 3 14 67 3 1 51 13 37 2 141
internal_value=2.89986e-06 0.0012634 -0.000176323 -0.00224302 -0.00523327 -0.00872377 0.00762542 8.12742e-05 0.00378177 -0.00166803 -0.00110256 -0.000207129 0.000350358 -0.00134757 -0.000628607 -0.00788045 0.000202129 -0.00232862 0.00173314 0.00697973 0.0463765 -0.0351748 -0.00676405 0.080945 0.0527177 0.0100843 0.00195566 0.0044665 0.00761408 -0.00875215
internal_weight=55.5183 6.91115 48.6071 5.38704 4.1343 3.40546 1.25274 43.2201 3.12488 1.18415 2.25177 40.0952 26.9306 13.1646 12.4088 1.27539 11.1334 4.55685 3.3267 2.05676 0.208116 0.0619554 1.26994 0.14616 0.0586699 0.0311357 6.57659 3.95605 0.0375542 0.0319075
internal_count=4034 544 3490 216 166 119 50 3274 76 47 73 3198 2627 571 529 79 450 385 348 250 223 165 98 58 55 54 65 52 151 149
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 2 1 0 1 0 2 2 0 0 1 0 1 1 1 0 1 2 2 2 1 1 2 0 2
split_gain=0.00152227 0.0169264 0.00455233 0.00480479 0.0185018 0.011362 0.0137303 0.00927669 0.0119159 0.00786844 0.00494072 0.004142 0.0108035 0.0406122 0.109755 0.0662735 0.0444839 0.0436137 0.016978 0.0157197 0.00638029 0.00411984 0.0165017 0.0120798 0.00952818 0.0290934 0.00567651 0.0644486 0.0478639 0.00877677
threshold=41.919251152600005 42.006870117350005 41.898943182100005 0.34488488370000009 0.47961138885000004 0.3447052483500001 40.280372415600006 0.34515433670000012 0.47961138885000004 0.34524415440000006 0.47721625100000004 41.385032804600009 41.741384785950011 0.48119816770000007 0.48637765340000011 0.34587287805000005 0.49336846205000007 0.37078231190000005 0.3459626957000001 0.43401395170000007 0.48306936920000004 0.34641178410000012 42.141702038450013 42.094663496250007 42.360359531950003 0.39542229275000007 0.34554354660000003 43.077238082650005 0.48351845755000006 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 10 -9 -5 -11 13 -13 -15 -16 -17 -18 -14 -19 -20 22 -3 -23 25 -25 29 28 -28 -24
right_child=1 21 -4 7 -6 6 -8 9 -10 11 -12 12 18 14 15 16 17 19 20 -21 -22 23 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.00068606253444223806 -0.016819775411605647 -0.01588238431918821 0.0090795863994623388 -0.0080315662848940896 0.011965981877975635 0.0048166902859087795 -0.039963146548199775 0.0064497327356685223 -0.01402299933611862 0.00029206816008450564 0.0032567898441957944 -0.0009683626801803019 0.013632604281698733 -0.10766476584073 0.1003866055776621 -0.10905560875610519 0.10018777577991789 -0.1004394511060456 0.0020259339233909346 0.020661953808106228 -0.012910692803117484 0.010825555644504201 -0.010764954187932307 -0.1036132548933789 0.00029078993417382831 0.0068611329427277212 0.080107684348138017 -0.075716888271329885 -0.00032351810935736828 0.00039725790483965712
leaf_weight=3.3594508084735333 0.63424895736158937 0.75412473171017147 0.58773365323963744 0.58875013412988453 1.6055038364138452 0.12185895805193636 0.15629205817822367 1.9319799346108109 1.0721465938549952 25.109135803561017 1.1355834965652318 1.1114263130189082 0.71542830514954414 0.14036337251309317 0.056178465485572815 0.045612547546625137 0.034080238547176123 0.025921183002800774 0.53306344261756045 0.018276420219014433 0.61697918033094723 1.1639935486792854 0.80478890648166412 0.03562100404241153 7.0188646187787596 0.072064628638358386 0.12113996470300481 0.069194441441791099 0.19008296664105728 5.6485367919581799
leaf_count=279 70 22 15 64 34 33 8 28 16 1535 13 32 11 8 5 1 8 31 8 42 42 33 107 14 1084 45 87 46 19 294
internal_value=4.32827e-06 -0.000800339 0.000345325 0.000211566 0.0030244 -0.000922083 -0.0203449 -0.000233524 -0.0057447 0.000274475 -0.000597465 -0.000145516 -0.00347772 -0.0100112 -0.0413766 0.010295 -0.0305574 0.0151836 0.00153713 -0.0503621 -0.00598732 -0.000160457 -0.00184417 0.00138055 -0.000162119 -0.0296824 -0.000295011 0.0115756 0.0309834 -0.000994772
internal_weight=55.4784 16.5127 38.9658 38.378 5.24311 3.6376 0.278151 33.1349 2.79648 30.3384 1.72433 28.4065 3.29733 1.43186 0.320432 0.180069 0.12389 0.0782778 1.86547 0.0441976 1.15004 15.8784 7.58787 8.29054 7.12655 0.107686 6.83374 0.380417 0.311223 6.45333
internal_count=4034 1821 2213 2198 354 320 41 1844 93 1751 77 1723 188 127 95 87 82 81 61 73 50 1751 575 1176 1143 59 553 152 106 401
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 1 0 1 1 0 0 1 0 0 0 0 1 2 1 2 2 2 0 1 0 2 0 2 0
split_gain=0.00123017 0.0135978 0.00371308 0.00390706 0.0151137 0.0092643 0.00747997 0.00958044 0.00677489 0.0258821 0.0127835 0.0294165 0.00530199 0.00576773 0.0119036 0.00678066 0.00519989 0.0742123 0.0362187 0.00627077 0.0096263 0.0252718 0.00607107 0.080186 0.00749264 0.0549106 0.0189868 0.0305379 0.032214 0.0123893
threshold=41.919251152600005 42.006870117350005 41.898943182100005 0.34488488370000009 0.47961138885000004 0.3447052483500001 0.34515433670000012 0.4778150355000001 0.34551360740000009 0.34560342505000002 0.47865333370000007 0.4815274992000001 0.34566330350000002 0.47997065955000012 0.48200652675000005 0.48271009850000007 0.49336846205000007 0.36160593995000007 40.280372415600006 0.34587287805000005 41.872294782850005 41.319407281650008 41.178189531300006 0.52688542260000015 0.37078231190000005 0.50278434775000014 41.035283712600005 0.51401155655000019 37.784765830350004 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -5 10 -10 -8 -12 -11 -14 -15 -16 19 18 -18 -17 21 -21 24 -24 25 -19 27 28 -26 -29
right_child=1 -3 -4 6 -6 -7 8 -9 9 12 11 -13 13 14 15 16 17 22 -20 20 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.00061770511850274285 -0.01502561838043825 -0.00014406309059485469 0.0082213466126874746 -0.0002602683166117806 0.010845425795790231 -0.018420827485273305 -0.00080905026791038568 -0.012134246040461868 -0.019716789584124532 0.0069445506697708263 0.018861971609368838 -0.0021768707898691796 0.0096624939516233022 -0.010023931679649474 0.010183969825863526 0.0014091585628188035 0.0064739588816738747 -0.0072210033581650863 0.10091623393056844 0.00078849988530771777 0.00068541251583741113 -0.02630274066598362 -0.087268786686145211 0.0039647801922700057 0.005251439957374213 0.036009120722507233 0.027837369946016818 0.017978307775386431 -0.075221516420685364 -0.00084056819730626191
leaf_weight=3.3581676586255615 0.63873364701948077 15.859573327174052 0.58436547222692681 1.6493829493200842 1.5948357181623576 0.27664672547771729 3.4259228609695525 1.1555745438090523 0.68142250232631596 1.0656378804706061 1.3405760584864768 1.317937424581032 0.56931214066933833 1.2462228877393418 0.63857231050834684 1.5500960941426485 0.064885242136374255 0.86360370888280324 0.10852458556837519 0.71916300531302113 1.0045990720391273 0.66064796982391272 0.11176945830438034 0.69767504319512108 0.089352753483194713 0.44533706270158291 0.23359520644612608 0.35951299426960659 0.1122187075726373 12.990696894549318
leaf_count=279 70 1751 15 71 34 41 42 22 25 6 23 34 88 22 6 13 30 50 21 46 4 8 42 122 19 23 32 18 36 1041
internal_value=3.42567e-06 -0.000720204 0.000310204 0.0001896 0.00272962 -0.000831323 -0.000211685 -0.00515206 0.0002457 -0.000503912 0.00322876 0.00843213 5.24545e-05 -0.000274464 -0.000532827 3.99525e-05 -0.000283743 0.000513693 0.0655785 -0.00354222 -0.0067611 -0.0121827 -0.000195754 -0.0086329 0.000256694 0.00748705 -0.000429839 -0.000917087 -0.0395494 -0.000333787
internal_weight=55.4146 16.4983 38.9163 38.3319 5.22965 3.63481 33.1022 2.80496 30.2973 24.2128 6.08444 2.65851 23.5314 22.4658 21.8965 20.6503 20.0117 16.0772 0.17341 3.93451 2.38441 1.37981 15.9038 0.809445 15.0943 1.30894 13.7854 13.5518 0.201571 13.3502
internal_count=4034 1821 2213 2198 354 320 1844 93 1751 1652 99 57 1627 1621 1533 1511 1505 1434 51 71 58 54 1383 164 1219 73 1146 1114 55 1059
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 2 0 0 1 0 1 0 0 2 2 0 2 1 0 2 0 1 0 2 0 0 0 2 1
split_gain=0.00119482 0.00455981 0.0029315 0.0027256 0.03728 0.0428559 0.018614 0.0136423 0.00775121 0.0128036 0.00955053 0.00853625 0.00606012 0.00594424 0.0051095 0.00430272 0.00946613 0.00562096 0.00403921 0.00246706 0.00538516 0.00200679 0.0059651 0.0126572 0.00864237 0.00797957 0.0174273 0.00710498 0.00708625 0.00684384
threshold=0.31100865245000009 49.420225120050006 0.39672464895000009 43.752965619700007 0.35862698720000002 0.48386275860000011 43.847983878700006 0.46898296455000005 0.50889194935000015 0.39162001140000008 0.49949103320000005 0.39193437325000008 0.53347205170000012 0.47997065955000012 47.927946529500012 43.047778594550003 0.48797940185000005 43.182896969600009 0.34494476210000008 0.55832160710000012 43.680097826700013 0.54136103710000005 0.4301667614500001 0.54797760550000019 37.784765830350004 0.55769288345000012 0.55609113500000007 0.54300769440000007 37.198331469900005 0.43691805635000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 15 5 7 -6 -5 10 12 14 -11 -10 -9 -8 21 18 -18 -17 20 -19 -4 24 -24 28 26 -25 -26 -23 -27
right_child=2 -3 3 4 6 -7 8 13 9 11 -12 -13 -14 -15 -16 16 17 19 -20 -21 -22 22 23 25 27 29 -28 -29 -30 -31
leaf_value=0.0071330220005513135 -0.0055049918084979334 -0.002790892490478163 0.00044957513768137652 0.03317906392880228 -0.070151820752524921 0.096684729240067976 -0.10008493935518713 -0.065162429691987087 -0.10071022808489985 0.047135248442340669 0.077996349524078329 -0.0015126741994175531 -0.02012611236931372 0.00031306483186795668 0.053076733830106353 -0.0051836804267649762 -0.0073581067850247463 0.012897959228016488 -0.015498056079027059 -0.001779819197199616 -0.0010785978439421336 -0.0033250943216919099 0.045413796624747899 -0.086990688885752537 -0.017267240782076417 0.026701729227884927 0.016232415824083288 -0.0046623989467216168 0.01052249572174163 0.0006943465569477494
leaf_weight=0.9908852910221515 0.97865793590405914 0.86909011378884315 39.514003504085551 0.080030600855027223 0.039547256823197929 0.08700234851858113 0.0056466220581555815 0.02683524625354039 0.018192693181447228 0.037373547616880276 0.025320586165836101 1.0336427374484847 0.019161044487361778 0.02868905829382129 0.0035458711790852249 0.9734802698717413 0.60446565226942572 0.61016227412210333 0.62243189720271741 0.51637957253467437 0.50288050530934925 0.98872045678297371 0.064778509064126299 0.031724351464334055 0.58289805444655973 0.10422210893602857 0.033762932544727065 1.9207149262691698 0.59010354453812397 3.4697368971955194
leaf_count=190 54 6 1650 43 30 12 78 41 28 5 21 573 13 7 3 22 36 38 82 35 9 39 10 29 16 41 14 118 17 774
internal_value=4.3823e-06 0.00249598 -8.22176e-05 1.88006e-05 0.00436399 0.0419104 -0.00270301 0.00675499 -0.000369072 -0.0018223 0.0463006 0.000184915 -0.0593736 -0.0313317 -0.041005 -0.000100599 -0.00332447 0.000877688 -0.00920646 0.00393292 0.00658325 0.000160429 -0.00130687 0.00159879 -0.00394333 0.000818927 -0.0337725 -0.00759709 0.0018506 0.00145276
internal_weight=55.3741 1.85998 53.5141 52.5355 1.40499 0.222557 1.18243 0.135555 1.14288 1.10837 0.0345131 1.07102 0.0373537 0.0555243 0.00919249 51.1305 3.8298 2.23389 1.59591 1.62942 1.11304 47.3007 7.78666 3.70422 4.08244 3.63945 0.0654873 2.50361 1.57882 3.57396
internal_count=4034 196 3838 3784 854 103 751 91 721 619 102 578 41 48 81 2930 222 118 104 82 47 2708 1058 868 190 858 43 134 56 815
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 2 2 2 2 0 2 2 0 0 0 1 2 0 0 1 1 1 2 2 1 1 2 0 0 0
split_gain=0.00125021 0.00530822 0.0343519 0.0165822 0.00904245 0.0319509 0.0135806 0.00479904 0.0125335 0.0223743 0.00399685 0.00340415 0.00222524 0.0166944 0.00519316 0.0103511 0.0111038 0.00291783 0.00461198 0.0231151 0.0104196 0.00974494 0.00849135 0.0473185 0.0227702 0.0655587 0.00391833 0.00369258 0.0135167 0.00486288
threshold=38.064633603500006 0.5017514446000001 0.36575252235000005 0.36533337325000009 0.52366695610000014 36.893814626400008 35.879804895950009 37.627645350900004 35.171584490050009 0.47396784530000008 35.509685375550013 38.334060527150008 0.47883296910000012 0.4784437592000001 0.47976108500000009 0.34518427590000006 40.040005255000004 0.48068920095000006 0.48271009850000007 0.34488488370000009 0.34494476210000008 0.3453339720000001 41.319407281650008 41.741384785950011 0.34542378970000004 0.34584293880000011 40.664404858950007 0.48447651265000008 0.48797940185000005 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -3 8 -1 10 -10 -2 13 -13 15 -14 -17 26 19 -19 -20 -22 -21 -24 -25 -26 -16 -23 -29 -30
right_child=11 4 -4 -5 -6 -7 -8 -9 9 -11 -12 12 14 -15 17 16 -18 18 20 22 21 27 23 24 25 -27 -28 28 29 -31
leaf_value=0.00081491095460976435 0.0058742089758576999 -0.015105228648799141 0.05176776122642493 -0.036260672344291922 -0.0012236650971252975 -0.039407818650415337 0.02387207529415844 -0.0045259185410476167 -0.10045035989906891 0.055161209058884976 -0.019221567749664596 -0.00022810141699604642 0.011041812745355605 -0.016805753992905997 0.0010931863316014541 0.0092436802552442032 -0.0097013250547885385 0.019143904103975266 -0.0078261948641289089 0.0057990845704310907 0.011161919835511186 -0.0027464638674192382 -0.026713899280828998 -0.0036965768450498517 0.059592857169370267 -0.0005618579554183084 -0.0093817477575758174 0.012601047423072401 -0.0028782583560024028 0.00072796888442841696
leaf_weight=0.52470552510347068 1.0193642030530856 0.16921052514226209 0.13410947001595364 0.12322977487929154 2.8489365073161066 0.28407285699704232 0.18950381189927157 0.57104205894756888 0.0082332997699268162 0.11156357690924779 0.022922727498652762 9.6518937770159958 1.2902754615934093 0.64827255858949762 0.68708315980666046 0.53643746790476121 0.73088499191726441 0.75593593250959745 1.7096446580253566 1.8245538487044566 0.79043931263732048 4.4171910184377365 0.65396902663633261 1.5859095479827376 0.25121773709543038 0.64977040744997794 0.7435754333093314 0.87496128164297005 4.81538767342004 16.732566753728779
leaf_count=128 61 28 19 11 463 27 16 24 9 26 66 772 20 30 17 4 50 12 25 29 28 48 9 15 18 60 28 58 151 1782
internal_value=4.61334e-06 -0.00150563 0.00347878 -0.00127706 -0.00364088 -0.0143544 0.00548594 0.00220388 0.00796182 0.0342373 -0.0406871 0.000154156 3.60038e-05 -0.00127147 0.000380875 0.0047369 -0.00168221 7.55784e-05 0.000256205 0.00285343 -0.000250256 0.000218506 0.000373372 -0.00277847 0.00351573 0.0162108 -0.00435109 -0.000103776 0.000416819 -7.79258e-05
internal_weight=55.3569 4.98753 1.49581 1.3617 3.49172 0.642787 0.358714 1.23847 0.667425 0.14272 0.031156 50.3693 49.35 10.3002 39.0498 2.5576 1.26732 36.4922 35.0615 5.72136 29.3402 27.6305 4.96542 3.14087 2.4869 0.900988 1.43066 26.8401 22.4229 21.548
internal_count=4034 817 283 264 534 71 44 253 229 101 75 3217 3156 802 2354 74 54 2280 2235 143 2092 2067 131 102 93 78 45 2039 1991 1933
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 2 2 1 1 1 1 0 0 0 1 1 0 1 1 1 1 0 1 1 2 2 0 0
split_gain=0.00102261 0.00872614 0.00444551 0.00928871 0.0407368 0.00265185 0.013131 0.00975442 0.0235413 0.00952681 0.00248025 0.00550399 0.03523 0.00318104 0.00275226 0.0113011 0.00370721 0.0023831 0.0105786 0.00216943 0.0052315 0.00307351 0.00818849 0.0104573 0.00849681 0.00223282 0.00383002 0.00370878 0.00217598 0.0355835
threshold=0.47883296910000012 0.4784437592000001 0.47976108500000009 0.3447052483500001 0.3453938505000001 0.34518427590000006 0.34530403280000005 40.664404858950007 41.178189531300006 0.3453938505000001 0.34542378970000004 0.34566330350000002 0.34569324270000007 0.48271009850000007 0.4815274992000001 0.48271009850000007 0.34575312120000007 0.3459626957000001 0.48447651265000008 0.3453339720000001 0.34524415440000006 0.34515433670000012 0.34479506600000004 0.47736594710000008 0.34503457980000002 0.31100865245000009 39.952536079750011 49.420225120050006 0.39672464895000009 0.45994131915000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -2 -5 7 -7 -4 -9 -8 -11 13 -13 -12 -14 -16 -17 -18 -19 20 21 22 23 25 -24 27 -27 -1 -28 -30
right_child=2 -3 5 4 -6 6 9 8 -10 10 11 12 14 -15 15 16 17 18 -20 -21 -22 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=0.0064671138915619033 -0.0029095056767687302 -0.011899324890150293 0.0032921994821620603 0.024005427658418427 -0.0092481838045411803 0.010262882628517081 -0.021363180326696356 -0.017838671191374431 0.0016519718130557266 -0.0065383256556702171 0.00043008933074845416 -0.046964949098603895 -0.0043404231185417341 0.0072775681722169446 0.012981541664333095 -0.0082564867558960128 0.0028999608652384833 -0.012823445646267584 8.709826237330357e-05 0.0031059031761098855 -0.0073335653918303358 0.0047506999333745831 -0.014626120527586642 0.012896326521162264 -0.00079856173776548004 0.00095458588978992228 -0.0047668659438097763 -0.0024857163310861856 0.018389998589158459 -0.074548812005946832
leaf_weight=0.98816869084769254 1.0534307169727974 0.67049411811763171 1.7989431321621001 0.83595832655555546 0.65864363404944015 1.2657430595136236 0.20952793664764513 1.0479523180983963 1.5164074457716195 0.56673637399217014 1.1716041442850831 0.16056763278902764 1.3995330152436078 1.6117263676715081 0.67583098160182586 0.54649664321914215 2.6764139290899065 0.65074362866290059 25.677095907222448 1.726245989003435 1.0699620518121822 1.2114174067919519 0.75109326354126782 0.67805599573330244 1.088281120359518 1.6011700186473334 0.97889853560627649 0.87017131736502051 0.10856994850732349 0.066385180115418052
leaf_count=190 8 31 20 25 41 27 15 9 42 9 26 19 34 29 60 4 21 11 2604 265 31 36 57 12 73 182 12 6 84 51
internal_value=5.49643e-06 -0.000819821 0.000229425 0.00428225 0.00935117 -2.25987e-05 0.000255122 -0.00235293 -0.00631308 -0.000103254 2.3524e-05 0.000131098 -0.00024228 0.00439522 -5.06636e-06 0.000195667 -9.67485e-05 5.69968e-05 -0.000232011 -0.000152874 -0.000750552 9.37777e-05 -0.000697365 0.00130057 -0.00644493 -0.000403731 -0.00221056 0.00227493 -0.00660276 -0.0168748
internal_weight=55.3323 11.8089 43.5234 2.54803 1.4946 40.9753 36.612 4.3633 2.56436 35.3463 35.1367 34.57 31.7867 2.78333 31.6261 30.2266 29.5508 29.0043 26.3278 11.1384 9.41217 8.34221 7.13079 5.29142 1.83937 4.61336 2.75502 1.85834 1.15385 0.174955
internal_count=4034 1030 3004 74 66 2930 2859 71 51 2832 2817 2808 2753 55 2734 2700 2640 2636 2615 999 734 703 667 537 130 525 329 196 147 135
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 0 0 0 1 0 2 1 0 1 2 0 0 2 2 2 0 2 2 2 2 2 1 2 2 1
split_gain=0.00103558 0.00470189 0.0476106 0.0358595 0.0217752 0.0142712 0.00669516 0.00660525 0.0162422 0.0291751 0.00636685 0.00683597 0.0126083 0.00837141 0.00464382 0.00496143 0.00298569 0.00278364 0.00608623 0.0061178 0.00650865 0.00454117 0.00533257 0.0203871 0.00306023 0.00852482 0.0158548 0.00568015 0.00225445 0.0156666
threshold=38.064633603500006 0.37668033890000002 0.36945001650000003 0.52005927965000021 0.50086823750000009 0.5231430197000001 0.52889135055000014 0.49787431515000008 0.34440585610000002 0.46989611090000011 37.311503175250003 0.33992994225000006 0.45589952400000006 0.32058920395000007 37.311503175250003 0.54136103710000005 0.42314601355000009 38.969453495950006 38.748048509250005 38.400997490450003 0.52770875125000016 39.110279783550006 39.420767558750008 39.525197829750006 39.685256516350002 39.896141435400004 0.3782970569500001 40.003678352300007 40.316494640950005 0.35651627195000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -5 -7 8 9 10 11 12 13 16 15 -8 -1 18 19 20 -2 -19 -23 -24 -25 26 -26 -27 29 -29
right_child=17 3 -4 5 -6 6 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 21 -20 -21 -22 22 23 24 25 27 -28 28 -30 -31
leaf_value=-0.031860164715048093 -0.0010627504456045727 -0.057579767555580676 0.062899952918181234 0.031361301779335861 -0.027003535303357352 -0.011988637902324097 -0.023843748795888981 0.0098072713890051625 -0.0097818317111771844 0.10050209134747656 -0.10021091861202019 -0.072891324459722961 0.10007852231031369 -0.10039266109679089 0.0067924232182299789 -0.0018050672622911283 0.10008625409568833 -0.0079782145979008703 0.011153618704372318 -0.0073290358753984944 0.012108143582210663 0.0082944005633997266 -0.023994687698159763 0.0062605938296548466 -0.030733345896632139 0.0052171386172978878 -0.0013322276870406402 0.0018673791227468023 0.00015234086834942377 -0.01461886091027962
leaf_weight=0.0029073947725614105 0.98023968998818434 0.11891012020232627 0.12243093825236417 0.12591706164312233 0.28279124161053903 0.6477026313439328 0.10954536437600371 0.7525566739786882 0.58416188878334463 0.039065725636646675 0.0076939966718327915 0.0096872550548141589 0.012374397803796455 0.0087090984972945096 0.63531086891798416 1.5129862532377472 0.0041813048301264644 0.71075293306342402 0.71436109526384317 0.68478488561740758 0.60786460902920336 0.77632564316675612 0.35323558151421153 0.79797041667663293 0.25480924031581231 2.1556302155642433 0.65461133992303822 2.0539652753950608 38.78181068402175 0.80127620750051765
leaf_count=46 30 32 17 19 14 41 34 32 93 9 20 14 7 46 69 322 2 48 46 62 46 60 47 47 30 30 36 44 2596 95
internal_value=5.56736e-06 -0.00137048 0.00266615 -0.00371089 -0.00166127 -0.00159786 -0.00302621 0.00338086 -0.00385056 0.0370955 -0.0172807 -0.00042721 0.0244902 -0.034718 -0.000455175 -0.00329301 0.0459691 0.000141646 0.00310227 0.000571761 0.00397856 -4.51741e-05 7.57453e-05 -6.34017e-05 0.000122387 1.28144e-05 -0.00957008 0.000211818 -4.73174e-05 -0.00275921
internal_weight=55.3046 4.97693 1.82656 3.15037 1.70413 3.03146 2.90555 1.42134 0.668781 0.0846192 0.0455534 0.0378595 0.0281722 0.0157978 2.25784 1.62253 0.0070887 50.3276 2.98725 2.27289 1.5881 47.3404 46.6296 45.8533 45.5001 44.7021 0.909421 43.7927 41.6371 2.85524
internal_count=4034 817 300 517 283 485 466 269 237 144 135 115 101 94 425 356 48 3217 184 138 76 3033 2985 2925 2878 2831 66 2765 2735 139
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 0 1 0 1 1 2 1 0 0 0 1 2 0 0 1 0 1 0 1 2 1 1 2 1
split_gain=0.00107409 0.00562052 0.00669252 0.0045235 0.00516421 0.0163971 0.0101242 0.0758237 0.015741 0.01492 0.00491278 0.0211327 0.0162523 0.014419 0.0053653 0.00347314 0.00604719 0.00316918 0.00508054 0.00274813 0.0146235 0.00634891 0.00268784 0.0211113 0.101377 0.0647862 0.0135 0.0256987 0.0219938 0.0255505
threshold=0.5398790455000001 0.41911918805000009 0.54228915300000013 0.54136103710000005 0.54300769440000007 0.42114008565000011 0.55257327625000008 0.42473279245000012 0.55677973715000018 0.4445375887000001 0.44805544745000009 41.092444989200011 0.43639411995000005 0.56719858685000013 0.56188437470000008 0.5718990449500001 0.44214245080000009 37.784765830350004 0.54386096225000014 0.56294721715000018 0.43287626120000006 0.57152480465000022 0.39019789825000006 0.5231430197000001 0.39072183470000005 39.110279783550006 0.38370108680000009 0.38976377950000002 37.52517992975001 0.38780276035000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 -3 -5 -6 7 -7 9 -8 11 19 -13 -14 -12 -15 -17 -4 -19 -10 -21 -22 26 24 -24 -26 -1 28 -28 -30
right_child=1 3 17 4 5 6 8 -9 10 -11 14 12 13 15 -16 16 -18 18 -20 20 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=7.3986443566131504e-05 -0.01396697507579038 0.009367633273134052 0.0020533078326821406 -0.008840272713733676 0.030992719080480235 -0.10167185245481476 0.090782569284257639 0.021752745017076636 -0.002438221262857216 -0.0097863219746629204 0.028415301820699429 -0.10070007994723909 0.0028481705692211942 -0.10111117437240687 0.0011624609666390289 0.038909146495079983 -0.10024577070081656 -0.00091253466086234879 -0.012636318739355416 0.068439412011437703 -0.034090475854557677 0.020566316316858617 0.055478490347767397 0.00071842364924673346 -0.10977576136022094 0.058985042845035453 -0.03154621704425091 -0.048443286497839272 -0.01478398232738419 0.047721483874627782
leaf_weight=36.258452893392672 0.58882489227653367 0.56094185131405527 1.0621536124114075 0.59744884560586786 0.17583449134400542 0.076216599522012873 0.037347804916812666 0.14346474962155753 0.51025429574917769 0.024382111784859717 0.073640973280021504 0.035385463874945344 0.072043602931671558 0.021161289317547016 3.7939096168223179 0.0059048595334871834 0.0066284672860206229 1.0699677285738287 0.56473011838404819 0.035332468439463582 0.044656887067048956 0.04055117889855353 0.28639539970436378 8.4878161143974822 0.074759477945516323 0.032696794918498279 0.15752328839152951 0.16666869531036355 0.13389256629471902 0.12783906082768226
leaf_count=1797 20 13 29 20 30 20 37 35 24 14 13 24 16 12 1012 20 27 11 98 15 25 50 14 484 18 77 22 14 24 19
internal_value=5.7107e-06 -0.000959403 -0.0043083 0.0007997 -4.43418e-05 0.000986738 -8.54456e-05 -0.0210684 0.000895062 0.0510598 0.0002276 -0.00705626 -0.0420375 -0.022406 0.00168137 -0.0764029 -0.0346853 -0.00219944 -0.00496269 0.000769877 0.0143499 -0.00807888 0.000207083 0.00176864 0.0244016 -0.0584252 -0.000169345 -0.0152273 -0.00202278 0.0157459
internal_weight=55.2668 9.54078 3.28568 6.25511 5.69416 5.09671 4.92088 0.219681 4.7012 0.0617299 4.63947 0.771919 0.141124 0.105738 3.86755 0.0336946 0.0125333 2.69685 1.6347 0.630795 0.120541 0.0852081 45.726 8.88167 0.393852 0.107456 36.8444 0.585924 0.419255 0.261732
internal_count=4034 1565 158 1407 1394 1374 1344 55 1289 51 1238 213 99 75 1025 59 47 138 109 114 90 75 2469 593 109 95 1876 79 65 43
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 0 0 0 1 1 1 1 0 1 1 1 0 2 2 2 1 1 0 0 2 0 0 2 0
split_gain=0.000908457 0.00890708 0.00345564 0.00428644 0.00290358 0.00783473 0.00737834 0.00689682 0.00926768 0.0207879 0.0121847 0.00695922 0.00528673 0.0118599 0.00914772 0.00670872 0.00951249 0.00621521 0.00330761 0.012953 0.0172657 0.037645 0.00373627 0.0307254 0.0272921 0.0267666 0.0106033 0.0310707 0.0466084 0.00905293
threshold=41.50623664750001 41.571132012400007 41.385032804600009 41.436838994450007 0.47943175355000006 40.750688432250008 0.47976108500000009 0.48028502140000007 0.48271009850000007 0.34545372890000009 0.34542378970000004 0.34551360740000009 0.34515433670000012 0.47817430615000006 0.34479506600000004 0.34521421515000011 0.34545372890000009 0.47464147780000004 41.32819714970001 41.243661560350013 41.035283712600005 0.39670967935000007 0.37078231190000005 0.50278434775000014 0.51401155655000019 37.784765830350004 0.51675099550000014 0.5216909673500002 37.903039192800001 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 12 -6 -8 9 -9 -10 -12 13 14 17 -14 -17 -1 19 20 22 -22 23 -13 25 -24 -26 28 -28 -29
right_child=1 -3 3 -5 6 -7 7 8 10 -11 11 18 15 -15 -16 16 -18 -19 -20 -21 21 -23 24 -25 26 -27 27 29 -30 -31
leaf_value=-0.00095494086496031761 -0.020567065085928718 -0.00030754898348800934 0.010926730685721808 6.4246334910971522e-05 0.0083585200013086402 -0.006467218187287513 -0.0070749113143636624 0.015265496185181845 -0.0094436637943605024 -0.0028629510516163187 0.011657097768500001 -0.0006553954912392199 0.01359930118539274 -0.025820663133885952 -0.011960161904400538 -0.01011242904199236 0.0063939115834331962 0.010872128016839622 0.0056451868846143938 -0.013374300501160608 0.064288824796018926 -0.0062717403186739618 0.0037951117471595091 0.027040278282010617 0.016833068374223142 -0.071501059451030247 0.011186319564627454 0.012562396806327567 -0.078701408427626768 -0.00056826151973866674
leaf_weight=1.5547513538379956 0.21936528781862463 20.201774009712612 0.67418927362780212 0.78773931030218591 1.1717712852987485 2.3124442148606938 1.2258813966764162 1.2841101349331454 1.3008831916376973 1.2466095655788056 0.54827848728746431 3.1213607957781835 0.57175560435280215 0.19835486767988175 0.55470117870963997 0.52051160187581991 1.0604013687058906 0.62211872993793793 1.065557375647155 0.70517848125987725 0.13202550355344911 0.17694939424022849 0.084599358915865674 0.4595388709421967 0.35589595505734806 0.106827434762792 0.10774627222781319 0.54873049393063311 0.12415518772468204 12.176665068444114
leaf_count=205 31 2009 16 30 16 58 19 23 22 22 13 126 5 13 82 13 57 13 22 39 17 37 21 27 18 39 17 31 26 967
internal_value=4.30062e-06 -0.000525178 0.000315009 0.00507364 0.000106333 -0.00164165 0.000604599 0.000237806 0.000618544 0.00633559 -6.99474e-05 0.000548619 0.000553859 -0.00221061 -0.000496146 0.00431648 0.000959241 0.00242507 0.000230828 -8.79246e-05 0.000450709 0.0238789 2.70334e-05 0.00289881 -0.000734449 -0.0382246 -0.000195388 -0.000663106 -0.0369377 -2.05573e-06
internal_weight=55.2209 20.4211 34.7997 1.46193 33.3378 7.39504 25.9428 24.771 23.5451 2.53072 21.0144 19.7135 5.08259 2.92993 2.73157 2.15267 1.58091 2.17687 19.1652 18.0997 17.3945 0.308975 17.0855 3.5809 13.5046 0.191427 13.3132 12.9573 0.231901 12.7254
internal_count=4034 2040 1994 46 1948 446 1502 1486 1467 45 1422 1400 388 313 300 75 70 218 1387 1365 1326 54 1272 153 1119 60 1059 1041 43 998
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 2 0 2 0 0 0 2 1 0 2 0 2 2 0 0 0 0 1 1 1 2 0 0 0 2
split_gain=0.000824129 0.00303748 0.00196783 0.0157576 0.0848526 0.0316053 0.0202042 0.00647126 0.0111976 0.00522531 0.00273936 0.00261765 0.0512069 0.0217084 0.0220128 0.0215434 0.0300751 0.00330629 0.00778216 0.0213882 0.00916009 0.00305953 0.00416015 0.00208745 0.00545476 0.00195409 0.0181706 0.0217304 0.0155415 0.00301454
threshold=0.31100865245000009 49.420225120050006 48.457543166250012 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.55832160710000012 0.5054040298000001 43.752965619700007 0.35862698720000002 0.48386275860000011 44.756878345700009 0.53866650695000018 47.927946529500012 43.047778594550003 0.49787431515000008 0.55832160710000012 0.50922128080000018 0.48797940185000005 0.34494476210000008 0.37078231190000005 0.36698003050000011 42.824128352900011 0.48306936920000004 0.48447651265000008 0.50086823750000009 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 -5 -6 -7 -8 10 -10 -9 17 13 14 -13 16 23 25 21 20 -20 22 -19 24 -14 29 -27 -28 -29 -2
right_child=2 -3 3 4 5 6 7 8 9 -11 -12 12 15 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0058789648383951428 0.00015913840225018135 -0.0022265318917224822 0.0013913296732644092 -0.11607565290332483 0.062837106324324529 -0.10110461528657853 0.096730738308941355 0.022681566451536943 0.10027766983966312 -0.10007499666781916 -0.10016551421504699 -0.01954817463678973 -0.10040228067436724 0.095709642939108913 0.096244941125004813 0.00048533732224753309 0.096923307613477894 -0.0040111526932064346 0.0085494430411683572 -0.0030699190747782885 0.05746931631035547 -0.0018390169270534947 -0.014454552817038061 -0.10175327982005576 0.04373357239916098 0.013399201890572414 0.014642493507278432 -0.10254052977922908 -0.020620190295694479 -0.0061996998262384417
leaf_weight=0.98525797547400518 45.593133885997936 0.87108941609039903 0.90119543286499559 0.072469177295715781 0.072475897639378672 0.02626113058795454 0.0079419321045861579 0.0022585627739317724 0.0083502791821956635 0.0015421365485241987 0.0092463782332892208 0.048177694695480278 0.0082112467317188992 0.07822754759399686 0.024904229668663902 1.0521529032249679 0.010209861022303812 0.98081554387727055 0.06237855755603039 0.52317051699458261 0.099061483916187854 1.545612161979079 0.62418344659733482 0.04004878191429119 0.0038598297469434337 0.60051046597994007 0.081742868176661432 0.040556611063948367 0.053984321979111294 0.75792316796127934
leaf_count=190 2603 6 21 5 12 9 5 2 1 164 83 43 59 12 35 222 4 22 16 54 39 9 82 185 4 41 4 16 32 54
internal_value=4.19124e-06 0.00207547 -6.79064e-05 -0.00425026 -0.029602 0.0193272 -0.0373885 0.0196428 -0.00896948 0.0690445 -0.0760491 2.03183e-05 0.0045124 0.0590991 0.0199108 -0.00289865 -0.0600219 -9.12534e-05 -0.00291475 0.00674866 0.0385672 -0.00501455 -0.00807259 -0.0907661 -0.0543136 0.00013852 0.00511257 -0.0231158 -0.0557628 5.516e-05
internal_weight=55.187 1.85635 53.3306 1.10174 0.200545 0.128076 0.0556004 0.0293393 0.0213974 0.00989242 0.0115049 52.2289 1.26579 0.151309 0.0730819 1.11448 0.0623297 50.9631 3.83522 0.684611 0.16144 3.15061 1.605 0.0521199 0.0120711 47.1279 0.776794 0.176284 0.0945409 46.3511
internal_count=4034 196 3838 302 281 276 264 255 250 165 85 3536 564 90 78 474 252 2972 222 109 55 113 104 248 63 2750 93 52 48 2657
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 0 2 1 2 2 2 1 0 1 1 1 1 2 1 1 1 0 2 0 0 2 2 2 2 2
split_gain=0.000830658 0.00373502 0.0170036 0.0100468 0.00887554 0.0053538 0.0220502 0.0149212 0.00467991 0.00278952 0.002435 0.00203076 0.00201062 0.00342513 0.0202877 0.021628 0.00138584 0.0176316 0.0111958 0.00769057 0.00707205 0.00479184 0.0239262 0.0140735 0.00791722 0.00684975 0.00366477 0.00782049 0.0056435 0.00355782
threshold=38.064633603500006 0.50086823750000009 0.36945001650000003 0.51675099550000014 0.52366695610000014 0.49787431515000008 36.124181380200007 0.34398670700000006 35.171584490050009 38.334060527150008 33.151194885250007 0.3148857818500001 0.55074698365000019 0.39408999735000005 0.40667944075000007 0.39542229275000007 0.42780156285000009 38.903925214650009 0.42114008565000011 0.43287626120000006 0.42953803780000005 0.55832160710000012 40.523311941050004 0.54797760550000019 0.56294721715000018 41.147265497500008 38.748048509250005 38.969453495950006 38.400997490450003 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 8 10 -2 11 -1 13 -6 15 -15 18 -18 26 20 -19 22 -21 25 -23 -24 28 -28 -11 -29
right_child=9 2 3 4 12 -7 -8 -9 -10 16 -12 -13 -14 14 -16 -17 17 19 -20 21 -22 24 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.071958769596232541 0.0053164892972087652 -0.02657565204330329 0.023863484068533249 -0.021367299879331676 -0.0023096689756205713 0.0089168556786192732 0.0022615533139894368 -0.099002461273098433 -0.045967502805960132 0.0018330953117263044 0.069770973961193694 -0.10008346524322893 -0.0043100863979357784 0.068905778489314548 -0.0038257105808501011 0.0047296499804030546 0.052502205937827534 0.078441661509153646 -0.01262901518805911 0.083277845080299631 0.011762091060214676 -0.027835479915076622 -0.004790967069758849 -0.0413883381415645 0.00036916593144941382 0.068860788794167252 0.010891917023636366 -0.0033559012545634928 -0.01186464493250184 0.00028978304930412675
leaf_weight=0.0011052938061876802 1.0142739326386649 0.28119308777525054 0.15547662920189997 0.22380815783708419 1.0990635947209884 0.74870135367382318 0.63069537575476176 0.038127636018078948 0.010434188305225689 0.57170569310058172 0.0094115932633940247 0.0018090645890980195 0.99685220021826015 0.092628672835416981 0.54436833535839924 0.12125620830212824 0.067531316816630826 0.023347357335159274 0.70594800740998565 0.040604959749089564 0.049904766011367035 0.1025734724815951 0.025722641497850418 0.056123676070626516 3.3485992371000766 0.024803062853005764 0.67525633848367661 2.8689247383204011 0.63470853595674726 39.985936255301752
leaf_count=3 61 14 30 33 28 32 91 55 19 10 17 60 355 8 32 40 38 31 58 6 31 30 2 26 799 57 30 177 37 1824
internal_value=3.51376e-06 -0.00123172 -0.00298929 -0.00093813 -0.00219092 0.00305716 -0.00328649 -0.0607549 0.00331723 0.000125446 0.0450378 -0.0348351 -0.000687218 0.00125723 0.00642734 0.0325229 1.83913e-05 0.00186892 -0.000133879 0.000937649 0.0330146 0.000284668 0.0179509 -0.00692122 -0.000469114 0.0313647 6.32962e-05 0.000213973 -0.00537344 4.57222e-05
internal_weight=55.1509 4.95493 3.51465 3.23345 3.07798 1.44028 0.691583 0.0608878 0.0227601 50.196 0.012326 0.00291436 2.85417 1.85732 0.758253 0.213885 49.1817 3.73921 45.4425 3.67168 0.0732521 3.59843 0.147254 0.106649 3.45117 0.0505257 44.7365 43.5301 1.20641 42.8549
internal_count=4034 817 540 526 496 277 245 154 99 3217 80 63 463 108 80 48 3156 1020 2136 982 62 920 91 85 829 59 2078 2031 47 2001
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 0 0 1 0 1 0 2 1 0 1 2 1 1 0 1 0 0 2 1 2 2 2 2 1
split_gain=0.000828538 0.00259183 0.0105919 0.0035987 0.0178119 0.0672424 0.0247538 0.0363554 0.0131799 0.0134348 0.00231137 0.0033388 0.00228942 0.0123509 0.0100556 0.0048156 0.0173774 0.014536 0.0313272 0.00703116 0.00371414 0.00191373 0.0029134 0.00125712 0.00181459 0.000961219 0.0168096 0.0110883 0.0044189 0.0154602
threshold=35.171584490050009 36.242939472700009 0.36698003050000011 37.038444968100009 0.50278434775000014 0.50410167360000013 0.52863686715000002 0.5296248615500001 0.36533337325000009 0.5017514446000001 0.42114008565000011 0.56294721715000018 34.883496062400006 0.36575252235000005 0.49485045360000007 0.38052752915000004 34.654301448200009 0.38552737940000009 0.38906020780000011 0.54386096225000014 0.34398670700000006 0.5681267027500001 0.56859076075000015 33.151194885250007 0.3148857818500001 40.206947806850003 40.316494640950005 40.137820134150012 40.467253020850002 0.39591628995000006
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -7 -8 9 -3 -9 -12 13 14 20 -15 17 -17 -19 -20 23 -21 -23 24 -1 27 -27 -5 29 -28
right_child=1 3 -4 25 5 6 7 10 -10 -11 11 -13 -14 15 -16 16 -18 18 19 21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.068302325601467095 0.03056644929579834 -0.0229897272805097 0.00016565335403456467 0.00011025182752389953 0.10097089055305453 -0.068378987814078571 0.10045652078666392 -0.10055370980387818 -0.0062421989256654722 -0.1029196214901919 -0.10026660718740021 0.042106901929669122 -0.0048784486222102413 -0.0043401598713753179 0.10036640288204471 0.10013622823488631 -0.10088996824378405 -0.10075253187266138 0.082284202938342932 -0.10009094238848809 -0.10014113219636663 0.10005734331866596 -0.10002869515186202 0.048267049507614845 -0.10007551403247852 -0.013321777341234839 0.010327149409481042 0.013214543759489257 -0.00018265597728215629 -0.0035397515470088551
leaf_weight=0.0010509299318206405 0.14139788170631706 0.044047978900664808 0.60483798305995162 11.948873947957434 0.05759541317820549 0.07057165309688429 0.027208477258682251 0.013513307372164718 0.090830366569207399 0.040239228401333094 0.0032593488194496692 0.003329991773089791 1.1128023174082402 0.52040835685568243 0.022454524732893333 0.024909082683734561 0.010326536268450925 0.017746481811627746 0.029181650028476724 0.0027071760404453462 0.0034710871057486306 0.001732120756059885 0.001254990235985444 0.0058987544716728735 0.001637032719067788 0.95044858395578913 1.6786205714115561 0.68259465814027542 35.471020330242432 1.5430802963643087
leaf_count=3 39 41 76 735 2 17 2 17 8 3 8 43 32 10 11 7 9 5 8 24 35 1 152 14 60 45 32 31 2535 29
internal_value=3.67962e-06 7.39917e-05 0.00592604 -8.99151e-06 -0.0101066 0.0124101 -0.0308591 0.0251076 -0.0326697 -0.0611487 -0.0768755 -0.0283167 -0.00213388 0.00261762 0.0608116 -0.000684239 0.0209708 0.0372017 0.00741126 0.06245 -0.0128489 -0.039195 0.0159942 0.0224381 -0.0342438 5.87311e-05 -0.000183321 0.000818397 0.000139413 0.0036854
internal_weight=55.1271 53.3715 0.746236 52.6252 0.350596 0.175478 0.117883 0.0473111 0.175118 0.0842872 0.0201026 0.00658934 1.75558 0.642779 0.0345123 0.608266 0.087858 0.0775315 0.0526224 0.0348759 0.0120578 0.00569429 0.00298711 0.00858672 0.00268796 52.2746 39.6432 12.6315 38.6927 3.2217
internal_count=4034 3663 115 3548 141 89 87 70 52 44 68 51 371 339 123 216 206 197 190 185 112 177 153 77 63 3407 2641 766 2596 61
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 0 1 2 0 1 2 2 0 2 2 1 1 1 2 2 0 1 2 2 2 1 1 2
split_gain=0.000728987 0.00911701 0.00304456 0.00210908 0.00393426 0.00228178 0.00543578 0.00784247 0.00674517 0.00203668 0.00200526 0.00154648 0.0027579 0.00245009 0.00203929 0.00136289 0.0100012 0.0104744 0.00851015 0.0418573 0.00809015 0.00492668 0.0193593 0.0229214 0.0188044 0.0125699 0.00938789 0.00488369 0.0149845 0.037341
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.3453339720000001 0.34524415440000006 0.34515433670000012 0.34479506600000004 0.47736594710000008 0.34503457980000002 41.535369675400013 0.47700667645000011 0.31100865245000009 39.952536079750011 49.420225120050006 0.46898296455000005 39.952536079750011 39.685256516350002 0.41804137600000008 0.34674111555000003 0.36359689830000008 38.244973486750006 40.159267750750011 0.48351845755000006 0.39091643965000006 40.241071441700008 40.377444152000002 40.003678352300007 0.34518427590000006 0.34536391125000004 42.198888176300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 11 -8 -10 -5 13 14 -1 -13 16 18 -18 -4 20 -20 22 -17 -24 -23 -26 -25 -27 29 -29
right_child=2 -3 15 10 -6 -7 8 -9 9 -11 -12 12 -14 -15 -16 21 17 -19 19 -21 -22 24 23 26 25 27 -28 28 -30 -31
leaf_value=0.0052696929532181115 0.006860334270343312 -0.012075785200581161 0.010978154291097365 -0.0019762103009890852 -0.0062942518214534442 0.0041538395632427175 -0.012474987625653092 0.01121944574109233 0.0040704097688452224 -0.0045684268313069014 0.0054443814429916597 -0.0022561189642155252 -0.005655069161840328 -0.0020127563655497542 0.004983651728134017 -0.0069088894715182607 -0.024441978660629228 -0.0020589716774322606 -0.02850302374141039 0.00024814934412707224 -0.070935087858523108 -0.016129023784400922 0.024037278525344631 0.010739673715651883 0.01269946457351853 -0.0033482514339117672 -0.0073027645350761247 0.025177643899141872 -0.00016253003803303663 -0.0027336225156324927
leaf_weight=0.98271795467773804 0.67434523459814855 0.66405468113976063 0.6594433962018148 0.52212230991071074 1.0759010451806137 1.2061355526693658 0.75618982045249516 0.66726039101195045 0.55366928386991332 0.5381711886057019 1.2036847882900472 0.92575346627198818 1.1384830967493256 0.87184655945748091 0.67113011059063865 1.0016041315539213 0.35387723766962143 0.51092809840737896 0.095484936347927873 7.9371368048726758 0.084872739903403271 0.70462310370865822 0.73875594517448906 0.56191773497266673 0.80830516894741578 3.6763585845765183 0.59244177455549618 0.8231069630128357 22.947951360088815 1.1476108545612076
leaf_count=190 15 31 19 189 31 36 57 12 58 15 76 158 147 6 24 8 38 34 26 867 19 26 14 5 49 63 57 21 1719 24
internal_value=3.91778e-06 -0.000693702 0.00019358 -1.35723e-05 -0.000604258 0.000132309 -0.00055036 0.00108955 -0.0052155 -0.000187697 0.00319937 -0.000383083 -0.00189449 0.00184615 0.000786575 8.81576e-05 -0.000957757 -0.0112181 5.32078e-05 -0.000834305 -0.0484707 0.000393722 0.00433412 0.0102825 1.48736e-05 0.000401747 0.00147991 5.41232e-05 0.00055609 0.00892404
internal_weight=55.0959 11.7771 43.3188 11.1131 9.38726 8.31136 7.10522 5.25719 1.84803 1.09184 1.72581 4.58993 2.73537 1.85456 1.59688 42.6444 9.64174 0.864805 8.77694 8.11749 0.180358 33.0027 2.89472 1.89312 30.108 29.4033 1.15436 28.595 24.9187 1.97072
internal_count=4034 1030 3004 999 734 703 667 537 130 73 265 525 329 196 182 2989 1003 72 931 912 45 1986 84 76 1902 1876 62 1827 1764 45
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 2 0 0 1 2 0 0 1 2 2 1 1 2 1 0 1 1 0 1 2 2 0 1 1
split_gain=0.000869331 0.00570482 0.00507806 0.00355681 0.00342544 0.0116832 0.0769068 0.00950509 0.00849099 0.0488371 0.0573453 0.0535897 0.00542847 0.0163247 0.0221062 0.0124175 0.0102497 0.00588832 0.00787492 0.00533475 0.0051654 0.00421961 0.0149168 0.0123528 0.00761015 0.00303755 0.00396836 0.00291991 0.00582109 0.00654995
threshold=0.34467530910000005 0.34485494450000004 0.47943175355000006 0.4815274992000001 0.4778150355000001 41.385032804600009 41.646178195200001 0.47865333370000007 0.47769527860000011 0.34536391125000004 40.984321400500008 0.47736594710000008 0.48098859315000003 0.3453938505000001 42.198888176300009 40.040005255000004 0.34560342505000002 0.34542378970000004 42.094663496250007 0.3453339720000001 0.48119816770000007 0.34542378970000004 0.34545372890000009 0.47769527860000011 0.34584293880000011 42.719328117250008 44.756878345700009 0.48244064550000004 0.34560342505000002 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 8 -7 19 9 10 11 -3 13 14 -9 -15 -17 18 -14 -6 -19 -8 -23 24 -24 -26 -27 -22 -29 -30
right_child=1 4 -4 -5 7 6 21 12 -10 -11 -12 -13 17 15 -16 16 -18 20 -20 -21 27 22 23 -25 25 26 -28 28 29 -31
leaf_value=7.1837813354220438e-05 -0.012884466625802823 -0.10118083568129727 -0.0013003875639846312 0.0063152770788856109 -0.0094617788107122444 0.068489378208802049 -0.0054395150425200801 0.020991740640646166 0.0035521458239955294 0.0038796572968687673 -0.10984580896126955 0.10110225897573584 -0.010252456782812934 0.010679901639263035 0.00036720514433625628 -0.012044580568655759 0.0037089500322979316 0.0091926969271591951 0.00074257175165431055 -0.00045839328125097225 -0.004229625046508036 0.080461733851327058 -0.10073173591908087 0.10006937757912832 0.039961453935980475 -0.10006836993899169 0.010795046873854724 0.0073880871490104921 -0.0076616795248923997 0.0002235599238254761
leaf_weight=5.7822100806156902 0.64557980561085659 0.02188696634369347 0.91443709656596184 1.0834287388715891 1.6505806521024617 0.19461549261723132 0.61175240891986959 0.96976102812914122 1.5507318903692067 0.55025449416661143 0.091007588531169858 0.032609585672616959 1.3078825686243356 0.56716396830916016 1.1197793458704834 1.1340127010680587 0.64957834299769945 0.62112186755984922 1.2977895752992479 1.09452114322994 1.5637801477459152 0.025992615530412877 0.013120749630294526 0.0076179669122211626 0.0090361810135846099 0.005515652926552983 0.0077872454457974527 1.0869848408619898 1.0926346279447923 29.364022353747359
leaf_count=532 36 84 24 12 22 7 75 31 8 55 6 1 29 10 19 21 49 18 27 38 29 3 37 5 20 45 58 27 18 2688
internal_value=4.30399e-06 -0.000145649 -0.00609421 0.00105708 5.33119e-05 0.00325296 0.0130526 -0.000176219 -0.000565868 -0.00974424 -0.0612659 0.0198611 0.000207242 0.00350787 0.0099391 -0.00220874 -0.00630719 -0.000196118 -0.00477624 -0.00587197 0.000157716 -0.0027942 0.0206352 -0.0154634 -0.0402838 -0.00477995 -0.0351712 -1.17878e-05 0.000197312 -5.93236e-05
internal_weight=55.0672 48.2016 1.56002 6.86564 46.6415 3.12193 0.875438 43.5196 2.24649 0.695759 0.145504 0.0544966 40.7745 4.4403 2.08954 2.35076 1.78359 36.3342 2.60567 2.7451 33.7285 0.680823 0.0690704 0.0430778 0.0354598 0.0223391 0.0133029 33.1074 31.5436 30.4567
internal_count=4034 3490 60 544 3430 404 250 3026 154 146 91 85 2966 130 50 80 70 2836 56 60 2780 243 168 165 160 123 103 2762 2733 2706
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 2 2 1 2 0 0 0 2 1 0 0 2 2 2 1 0 2 0 2 1 0 2 0 2 1
split_gain=0.000819054 0.0112771 0.00378765 0.0034258 0.018997 0.0112122 0.00681593 0.00607578 0.0522164 0.0402956 0.00938666 0.012432 0.00827796 0.0159834 0.0685546 0.0419632 0.0072038 0.00619604 0.0198003 0.00576123 0.00509435 0.00499531 0.00610964 0.00529521 0.00475463 0.0391316 0.0638951 0.0247801 0.0331144 0.0172034
threshold=41.919251152600005 42.006870117350005 41.898943182100005 0.34641178410000012 42.141702038450013 42.094663496250007 42.360359531950003 0.34554354660000003 43.077238082650005 0.48351845755000006 0.4815274992000001 0.47943175355000006 42.824128352900011 0.34518427590000006 0.49094338495000006 0.47676716265000008 43.047778594550003 42.686561923500008 42.198888176300009 0.34503457980000002 0.55074698365000019 43.752965619700007 0.39672464895000009 48.86568841230001 0.37347684200000003 0.49485045360000007 42.824128352900011 0.51505942935000004 47.927946529500012 0.39193437325000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5 20 12 9 17 11 -10 13 14 15 19 -14 18 -9 -6 -7 -18 23 -23 25 -8 -27 28 -26 -29
right_child=1 3 -4 5 7 6 24 8 10 -11 -12 -13 16 -15 -16 -17 21 -19 -20 -21 -22 22 -24 -25 27 26 -28 29 -30 -31
leaf_value=0.00013331706162464588 -0.013586147231356094 -0.016763436182964522 0.0082466827522026127 0.010464508531753181 -0.00053165381241006076 -0.041661619712482029 -0.0012994748605891747 0.093326606338688778 0.032813992008687377 0.0014357051556417289 -0.10435392401486786 -0.10110835303182253 0.010609287228301191 -0.01677117084102743 0.1020572180453268 -0.10217854857180607 -0.0044424733284279755 0.092660211638277618 -0.06822204597180781 0.076348777039419613 0.0059105948564866107 0.0038424482379826384 0.0080555587819969108 -0.0066885431289355913 -0.10403524909174347 0.073150115090558118 -0.013293936031083066 0.037470365061902593 0.051294818920211677 -0.0018037169053452746
leaf_weight=38.01914071651391 0.64131244070490723 0.74453622427418764 0.58423869113030136 1.1598666145115419 0.019104624656492208 0.06780703445463121 2.1476865816510924 0.023915490717626997 0.01557182464973117 0.18600510526448488 0.035156923113390803 0.01249247946543619 0.64974229150453755 0.65785515003847195 0.0597272589802742 0.046181715996453931 2.0066198748883615 0.078456596246425647 0.011112097925689568 0.019900760380551219 0.033696960101899265 0.96295134128280346 1.0713464570991389 0.94705604246701114 0.049851092304416755 0.19329128344543267 0.15333848443879106 0.11449943428883091 0.018938979562385327 4.3048848493980261
leaf_count=2198 70 22 15 33 41 25 118 3 39 19 3 4 36 48 1 15 98 10 74 2 34 55 86 19 61 11 34 48 11 801
internal_value=4.41191e-06 -0.00058686 0.000256108 -5.8946e-05 -0.00159825 0.00135038 -0.000141883 6.14118e-05 0.0126543 0.0300869 -0.0699272 -0.0267999 -0.000647783 -0.0101485 0.0199156 -0.0376764 0.000705056 0.0770474 0.0420772 0.0386932 -0.0258688 -0.000585086 0.00201115 -0.00137923 0.000232107 0.00373246 0.0349099 -0.00171323 -0.0612705 -0.000786186
internal_weight=55.0363 16.4329 38.6034 15.7916 7.54773 8.24386 7.08399 6.8032 0.362711 0.299489 0.0632212 0.0280643 6.44049 0.80277 0.144914 0.0851871 5.63772 0.113484 0.0350276 0.0390054 0.101504 4.98797 2.98135 1.91001 6.98249 2.49432 0.34663 4.48817 0.0687901 4.41938
internal_count=4034 1821 2213 1751 575 1176 1143 553 152 106 46 43 401 107 59 58 294 87 77 43 59 258 160 74 1084 163 45 921 72 849
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 0 2 1 0 2 2 0 2 2 0 0 2 0 2 2 0 1 2 1 0 0 2 2 1 2
split_gain=0.00089743 0.00582054 0.00630799 0.00527954 0.00333446 0.00316584 0.00582181 0.00403565 0.0527266 0.0420465 0.0186483 0.0104076 0.0518342 0.0423997 0.0550173 0.0146761 0.0482595 0.0126749 0.0182751 0.0275722 0.0102926 0.00861101 0.00597337 0.00592728 0.0265413 0.0369448 0.0320569 0.0232208 0.0109028 0.0116824
threshold=0.5398790455000001 0.41988263825000011 37.784765830350004 0.41714319930000004 0.54136103710000005 0.53833717555000005 40.377444152000002 0.39587138110000003 0.53544804050000006 43.631818398850008 36.728658719300007 0.5223196910500002 39.792680591700012 41.385032804600009 0.52507409960000018 0.51675099550000014 39.051326806600009 0.5231430197000001 35.879804895950009 38.244973486750006 0.51401155655000019 0.4019490434500001 47.709122305950011 0.36533337325000009 0.50706565670000014 0.50339810185000011 41.257403903850005 38.625745710700009 0.37977904855000005 39.577821550850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 7 -7 11 9 10 -9 15 17 -14 -15 20 -17 -13 -19 -20 23 -11 -16 -1 25 27 -27 -25 29 -26
right_child=1 4 3 -5 -6 6 -8 8 -10 21 -12 12 13 14 22 16 -18 18 19 -21 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=5.6829149111705616e-05 0.0020403739965128018 0.0083191808376112224 -0.015068340956484164 -0.0042561695566334014 0.00020436416889933496 0.0064998599542442932 -0.00025214529011574805 -0.011027185006646394 -4.7259635855416242e-05 0.092554239497069979 -0.10081217368647265 0.01567969892549792 0.086153465651680555 0.072319432354502139 -0.10074517627744298 0.019869791353855283 -0.046249088282531575 0.0049803097408140642 -0.054829988653843198 0.0025815859708020346 0.015643162996984556 -0.10017793437710168 -0.030632096923321896 -0.0041724197865791995 -0.10465150716964039 0.05586386488672003 -0.00377407557056215 -0.05388537801554856 -0.010076946424331339 -0.037447059369875989
leaf_weight=34.621818587811099 1.0758342886576842 0.55639552971024375 0.62635047366019625 1.6188657359980139 5.6320550413871358 2.1492151276397626 3.146673683746485 0.029666788391524646 2.0966026250723644 0.019022403554286513 0.10503557968992772 0.36214580351952352 0.14080513681983564 0.054026631238230038 0.03042787082608811 0.19214363131322798 0.25945008451903817 0.52826850632618516 0.16030164748003273 0.17494296296038669 0.41696446744026516 0.0026398827687520018 0.020230081378031173 0.30096063580015497 0.040636210695083719 0.16583339602220803 0.19744223603629507 0.13660708153512813 0.063845098949968815 0.071166180035902471
leaf_count=1595 37 13 103 32 1380 20 26 20 24 81 140 17 23 10 61 31 38 9 29 20 27 114 7 30 8 14 26 42 11 46
internal_value=5.0567e-06 -0.000878425 -0.00425562 -0.00727245 0.000933957 0.000189758 0.002488 -0.000113078 -0.00422507 -0.0602429 -0.081038 0.000131115 0.00837743 0.0503193 0.00212089 -0.000201558 -0.0181169 -2.31951e-05 -0.00660878 -0.0248705 2.30812e-05 0.0690669 -0.0727458 -0.000159877 -0.00784328 -0.000122278 0.0234503 -0.0196926 -0.0430463 -0.0618735
internal_weight=54.9964 9.5095 3.32105 2.24522 6.18845 45.4869 5.29589 40.191 2.25297 0.156365 0.134702 37.938 1.47115 0.24549 0.104685 36.4669 0.451594 1.22566 0.863513 0.335245 36.0153 0.0216623 0.050658 35.5983 0.976491 0.800843 0.363276 0.437568 0.175647 0.111802
internal_count=4034 1565 172 135 1393 2469 46 2423 379 355 160 2044 176 101 78 1868 69 75 58 49 1799 195 68 1772 177 112 40 72 65 54
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 2 0 0 2 1 1 2 0 0 2 2 2 1 1 2 2 1 2 0 1 2 1 1 2
split_gain=0.000869519 0.00612578 0.0137597 0.0108868 0.0049437 0.0189458 0.0130088 0.00909727 0.0156326 0.00378736 0.0142447 0.00365466 0.0115201 0.0142319 0.0060695 0.00344399 0.0051715 0.00887979 0.0031407 0.0501202 0.00604325 0.0229 0.00653406 0.135508 0.0516076 0.0324578 0.00463325 0.0127356 0.00691454 0.0102052
threshold=39.896141435400004 39.420767558750008 39.525197829750006 0.50410167360000013 40.206947806850003 0.34494476210000008 40.316494640950005 0.50278434775000014 0.5398790455000001 40.467253020850002 0.39591628995000006 0.34311846950000008 37.999598532650005 0.46989611090000011 0.42018203045000008 39.110279783550006 38.969453495950006 38.748048509250005 0.37003383130000006 0.37286308795000006 40.720231579350006 40.563919884450009 0.34829795515000012 41.32819714970001 0.49649711085000009 0.35275889945000011 41.32819714970001 0.34560342505000002 0.3459626957000001 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 5 -2 -6 -7 -9 10 -8 12 13 14 -1 16 17 -13 20 -20 21 -11 26 -24 -25 -26 27 -22 -28 -30
right_child=4 2 3 -5 6 7 9 8 -10 18 -12 15 -14 -15 -16 -17 -18 -19 19 -21 22 -23 23 24 25 -27 28 -29 29 -31
leaf_value=-0.10018450669323137 0.019469274875979541 -0.023937835913494892 -0.016756129277426729 0.002365309273227147 -0.011671061134221053 -0.0034872443248892774 0.0098411140237015613 0.017423048163689652 -0.0044965077284994017 0.00078717476397594703 -0.0034856173413694413 -0.00036743021648229002 -0.052920696123341396 0.1004640154993241 0.0015106148309660451 0.007001890875674547 -0.0083679995139262532 0.011604743461640773 0.068331248283593909 0.00062986662867268268 4.5391026174850488e-05 -0.021749551632122138 -0.10541692279157847 -0.011620426224671722 0.075447190190392019 0.0079492174200758332 0.00041240142227504058 0.011751372108614136 -0.0083764537713977467 0.001656932953321799
leaf_weight=0.0071504166259036541 0.6301626388158218 0.34535510323726848 0.38650093980868394 1.2967862590067207 0.95362840460559439 2.0973001991108329 1.6696206157666886 0.69377066472952698 0.61270859411101597 1.5599331821276821 1.5435653591168117 7.1037858813428372 0.049990045459878729 0.014002418473864964 0.032744868037525521 0.75234753308726077 0.68805752982794377 0.67871213337098257 0.11068984679149885 9.0318525619099432 4.1330630284613852 0.6341664199310485 0.12506800585197209 0.55467028075069424 0.13848527171649039 0.14672144928772468 13.562614433851904 1.1990309086977502 2.4578179907985023 1.7253744151212229
leaf_count=92 11 47 35 78 45 25 32 21 67 21 29 811 26 4 34 59 45 38 18 1346 102 72 15 115 12 35 682 22 47 48
internal_value=3.95983e-06 -0.000775431 -0.00575558 -0.00202518 0.000207041 0.00354184 -0.000133127 0.000593091 0.00714328 0.000151977 0.00343916 0.000307786 -0.0183435 0.0137268 -0.0167162 0.000517877 -5.80281e-05 0.000676664 -0.000146567 0.00144954 -0.000702746 -0.00572667 -0.000244273 -0.00830632 0.00615464 0.0407236 9.28219e-05 0.00267772 -0.000683865 -0.00423814
internal_weight=54.9357 11.3554 2.02864 1.68329 43.5802 4.03394 39.5463 3.40378 1.30648 38.5927 3.21319 9.32679 0.103888 0.0538977 0.0398953 9.2229 8.47056 7.7825 35.3795 9.14254 26.2369 2.1941 24.0428 0.964945 0.839877 0.285207 23.0779 5.33209 17.7458 4.18319
internal_count=4034 1269 160 113 2765 124 2641 113 88 2596 61 1109 156 130 126 953 894 849 2535 1364 1171 93 1078 177 162 47 901 124 777 95
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 0 0 2 0 2 2 0 2 1 1 0 2 2 2 1 2 1 2 1 2 1 2 0 2
split_gain=0.000795316 0.00199683 0.00960665 0.00282653 0.0224141 0.0155109 0.0201454 0.0336482 0.0109427 0.0173291 0.00181019 0.0114346 0.011853 0.010694 0.00518233 0.00223046 0.00147655 0.000804381 0.00888237 0.00346818 0.00289634 0.0166547 0.0813233 0.0114297 0.00648089 0.0497852 0.0204834 0.0809264 0.00892186 0.00522929
threshold=35.171584490050009 36.242939472700009 0.36698003050000011 37.038444968100009 0.36491422415000008 36.491284729650012 0.50278434775000014 0.51191581090000016 36.620308449100001 0.52366695610000014 34.883496062400006 32.724174661450007 0.54429508100000012 30.317390213800007 0.38052752915000004 0.38780276035000005 0.51191581090000016 41.919251152600005 42.006870117350005 41.898943182100005 0.34641178410000012 42.434124620650003 0.34521421515000011 42.094663496250007 0.34554354660000003 43.077238082650005 0.34569324270000007 42.753078181500008 0.4815274992000001 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -3 -6 -7 -8 -9 -10 11 13 16 14 -1 -15 -13 19 -19 -5 21 22 -20 -22 29 26 -26 -28 -27 -23
right_child=1 3 -4 17 5 6 7 8 9 -11 -12 12 -14 15 -16 -17 -18 18 20 -21 23 24 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.10006101491312586 0.02885858693527589 -0.073813743381791114 -0.00025788935212734873 0.00019846778808270188 -0.043679627563123526 -0.022272372395041536 0.10087738618601468 0.037809291375074466 -0.10197557683629338 0.023788522804466875 -0.0045212939903930922 0.024775151749372816 -0.00030311420696231463 -0.093921086342056703 0.094954749334645872 -0.035853793980101807 0.050686949747990456 -0.012034285816464707 0.0066622992132377244 0.0079760426175677756 0.01045534465906413 -0.0087422706148939933 -0.056881470971144932 -0.00026287005718297484 0.070141041715680114 -0.025634279193753846 -0.089898468228581552 0.064539131808233771 -0.10392956072714998 0.00058902072651967081
leaf_weight=0.0017379273144582374 0.13962189649827983 0.046215637407825083 0.6014611544446381 35.096985817798803 0.060744203857684531 0.09390437707224919 0.05214511975646019 0.037247609565678408 0.020842900412390009 0.023097776083005783 1.1141927615193099 0.03938232157891608 0.50450296206871104 0.02188520391599727 0.0063105960610245759 0.0094806283961245685 0.04980037291534245 0.64374332853421457 0.61613424031239805 0.58286255673242848 1.1582499406033537 0.67220889495868075 0.29921229430865992 7.0556738307467457 0.096569372264639131 0.026729762202490903 0.051889399297579075 0.098032998656989889 0.031951093347743154 5.6347780464061925
leaf_count=48 39 42 76 1571 27 8 2 12 4 46 32 51 79 37 74 39 11 70 38 15 33 67 34 1143 17 43 68 11 3 294
internal_value=4.19272e-06 7.32173e-05 0.00522773 3.16942e-07 -0.00916686 0.00120774 0.0132068 0.0381942 -0.00206556 -0.0358666 -0.00209505 0.00217491 0.00563768 -0.0499837 0.0528448 -0.0763697 0.0392445 5.91597e-05 -0.000520862 0.000325521 -5.00219e-05 -0.00146697 -0.0141092 0.00124851 0.000283141 0.0145157 0.0342229 0.011087 -0.0682652 -0.000405523
internal_weight=54.8876 53.1403 0.741083 52.3992 0.334198 0.287982 0.227238 0.133333 0.0811883 0.0439407 1.74729 0.6331 0.593686 0.0394144 0.00804852 0.0313658 0.0891827 52.065 16.3852 35.6798 15.7414 7.52751 0.915347 8.21392 6.61216 0.305173 0.246492 0.149922 0.0586809 6.30699
internal_count=4034 3663 115 3548 141 99 72 64 62 50 371 339 141 198 122 76 62 3407 1821 1586 1751 575 72 1176 503 142 96 79 46 361
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 2 2 2 2 2 0 0 1 2 2 2 0 0 2 0 2 0 2 1 1 2 2 1 1
split_gain=0.000772029 0.00724906 0.0305431 0.0374908 0.0212166 0.0173477 0.0191225 0.0163351 0.0217083 0.0085613 0.00336233 0.00265344 0.00288549 0.00293631 0.0136728 0.00459137 0.00329761 0.00306629 0.00298677 0.00237976 0.00224968 0.00602131 0.0201192 0.00564814 0.00591723 0.00531849 0.00454369 0.00391817 0.00203366 0.00134874
threshold=0.44805544745000009 0.42651417625000004 0.54064249575000012 0.54386096225000014 0.42922367590000005 42.599563320500003 40.80591513400001 40.377444152000002 38.804080188450008 41.092444989200011 42.006870117350005 0.55832160710000012 0.56294721715000018 0.45280081435000008 39.337369931850013 42.402981339000007 42.558389508100007 0.58415915690000009 0.58650938595000024 43.182896969600009 0.5398790455000001 38.400997490450003 0.54228915300000013 40.340071172300007 0.41911918805000009 0.41714319930000004 37.198331469900005 40.523311941050004 0.48459626955000007 0.43691805635000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -3 -4 -5 6 7 8 29 -8 -11 -2 -13 16 -15 -16 -14 -17 -19 -7 25 26 -23 -24 27 -1 -22 -25 -20 -6
right_child=11 2 3 4 5 19 9 -9 -10 10 -12 12 13 14 15 17 -18 18 28 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=6.4330986881297591e-05 0.01968558290919541 -0.099093809245096892 0.10033544226896174 -0.10081055558324351 -0.04500697896123787 -0.10093850534799367 0.047233493312594216 -0.1022374064003878 0.034956387660777244 -0.014364980152593783 0.017420594857624854 -0.019008836837014011 0.0070695900989897441 -0.0011650117707011887 -0.10127464371133676 -0.10011139253414235 1.3636022674877155e-05 0.085356717480659108 -0.10019372510393183 -0.045358330224078446 -0.0028301129773288681 -0.021009245246439545 -0.0089535217224505775 0.0037826748070070339 0.0090059579288967705 0.0071169574472327579 0.0063675203123723517 -0.008190645479213372 0.034031241323098461 -0.10114778585596505
leaf_weight=44.197104814607876 0.077439457604188688 0.037682761218967076 0.031189535715384409 0.026106020390329832 0.0056949550678071495 0.01824896791390529 0.066033496579620987 0.027333301441103686 0.039869952548087895 0.059946193525320268 0.074812965467572212 0.070821009072460916 1.1856370943588039 1.0363383402760638 0.018210269344363428 0.0033597696423672838 1.5007186015696445 0.0033639849061728455 0.0024725258914486403 0.013331172133318248 1.0038756941845286 0.6129614245624001 0.62653001733815505 0.51288115978240945 0.73273666388422487 1.0957785732880427 1.1551281740539705 0.58510541219474987 0.002077002478159784 0.017214886124801154
leaf_count=2356 28 91 5 23 43 18 18 5 28 28 16 17 45 332 250 96 14 4 38 38 35 24 33 2 50 22 20 90 224 41
internal_value=3.60456e-06 -0.000100219 -0.0132236 -0.00470332 -0.0141014 -0.00708213 0.000559688 -0.0377119 -0.00961855 0.0177355 0.00328112 0.00135954 0.000988324 0.00136576 -0.00307542 -0.0702256 0.00312782 -0.0200706 0.0139117 -0.077476 8.21885e-06 -0.00195567 -0.00480124 -0.000758157 0.00204655 0.000234956 0.00209088 -0.00259778 -0.0389158 -0.0871922
internal_weight=54.84 50.9396 0.417464 0.379781 0.348592 0.322486 0.290906 0.0901131 0.0627798 0.200793 0.134759 3.90044 3.823 3.75218 1.06582 0.0294836 2.68636 0.0112733 0.00791351 0.0315801 50.5221 5.22922 3.07021 2.45725 1.83072 45.2929 2.159 1.09799 0.00454953 0.0229098
internal_count=4034 2986 354 263 258 235 179 117 112 62 44 1048 1020 1003 944 612 59 362 266 56 2632 254 199 175 142 2378 55 92 262 84
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 1 1 0 2 0 2 0 0 0 1 0 1 1 1 0 0 2 0 2 2 2 2 1 1
split_gain=0.000801607 0.00596364 0.00525244 0.00467191 0.0032684 0.049227 0.0108549 0.00411616 0.0213338 0.0638189 0.065772 0.0108756 0.0268236 0.0217275 0.0101795 0.0037058 0.0250101 0.0255309 0.0226269 0.0149529 0.00390349 0.00977981 0.00346177 0.00486385 0.00280734 0.0116492 0.0107361 0.00273124 0.0122159 0.00258797
threshold=39.896141435400004 39.685256516350002 0.52432561900000019 40.003678352300007 0.47997065955000012 0.4784437592000001 0.36359689830000008 0.37473428940000003 0.5223196910500002 39.011793722550003 0.52005927965000021 39.110279783550006 0.52863686715000002 0.52366695610000014 0.50278434775000014 0.39091643965000006 0.53544804050000006 0.39476362980000007 0.39591628995000006 0.3975479776000001 0.53866650695000018 0.5398790455000001 38.400997490450003 0.55074698365000019 40.137820134150012 40.206947806850003 40.316494640950005 40.467253020850002 0.39591628995000006 0.37003383130000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 -1 -6 14 9 10 -9 13 -13 -10 -8 -15 17 -17 -19 -20 -18 -22 23 -23 -5 -26 -27 28 -28 -29
right_child=3 2 -4 24 6 -7 7 8 11 -11 -12 12 -14 15 -16 16 20 18 19 -21 21 22 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.0010564482268599525 0.0047468388104183988 0.0015765592399311166 -0.014382982125622522 -0.004807331329524594 -0.012457797034083418 0.060038177500727874 -0.00021123749014557498 -0.049887341216214728 -0.030402989540138703 -0.086774967806324696 0.051889763245997381 0.038957832847743123 0.00021595386744740323 0.0054227030898692484 0.02029327555341728 -0.10121247439873537 -0.0077380716414424443 0.049110749179062274 0.0050839307093430864 -0.10066566684811468 0.0134045027864354 0.0054577908817665484 -0.0071750798607652299 -0.0040064152275647224 0.013082294590773327 -0.010586471623897588 0.0088967334008728839 -0.00061833135551230727 -0.0034680945170049399 0.0013379715184614731
leaf_weight=1.6608088444460332 2.1461468873165179 0.32358251992263753 0.56853664144290206 1.1986224412023165 0.74091174753993883 0.14326207517296996 0.85087224120468341 0.12090856384347137 0.24161298043418344 0.11287004938640166 0.13371655829178053 0.24562252300893317 0.65604657549230772 1.1015969576123996 0.3384169514029054 0.048630337236730603 0.5174121763557199 0.036748116835951805 0.024497536673202092 0.02943969545790992 0.58091959162993623 1.175247654190912 0.66087295469387575 1.0094009653767675 0.67988895276412975 0.95623567270408116 1.6578990551733981 26.192560617622927 1.5422919457428994 9.1155514463186851
leaf_count=265 30 33 33 63 55 16 50 33 20 20 22 29 62 14 24 22 8 4 14 38 10 37 72 388 31 45 32 1171 29 1364
internal_value=2.58529e-06 -0.000746924 -0.00859426 0.000197712 -7.56978e-05 0.0037951 -0.000885274 0.000202158 -0.000760786 -0.0241842 0.00356098 0.000599507 0.0107696 -0.00109039 0.0056234 0.00027559 -0.00111305 -0.0427539 -0.0114053 -0.0526357 0.000357905 0.00158044 -0.000833464 0.00108492 -3.84367e-05 0.000103952 -0.000119637 0.000140275 0.00293766 -0.00011327
internal_weight=54.8111 11.3219 0.892119 43.4892 10.4298 1.80407 8.62574 7.88483 6.69554 0.367495 0.254625 6.32805 0.901669 5.42638 1.18929 5.18477 4.08317 0.139316 0.0906853 0.0539372 3.94385 3.42644 2.84552 2.18465 41.3431 40.1444 39.4645 38.5083 3.20019 35.3081
internal_count=4034 1269 66 2765 1203 281 922 867 793 75 55 718 91 627 74 607 593 78 56 52 515 507 497 425 2735 2672 2641 2596 61 2535
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 2 2 2 0 0 0 1 2 0 2 1 2 2 0 0 2 1 2 2 2 2 2 2 0
split_gain=0.000703992 0.00624412 0.0274745 0.0334978 0.0136357 0.0147169 0.0129215 0.0175748 0.0236408 0.0266287 0.00770805 0.00219918 0.0055057 0.00448092 0.016074 0.00489538 0.00461873 0.00345187 0.00330587 0.0021963 0.00239079 0.00215141 0.00186957 0.012554 0.00424439 0.00283726 0.00273674 0.00112813 0.00916304 0.0154586
threshold=0.44805544745000009 0.42651417625000004 0.54064249575000012 0.54386096225000014 42.599563320500003 0.4301667614500001 40.80591513400001 40.377444152000002 40.00488309970001 0.54942965780000008 0.5654770815500002 0.5398790455000001 0.41714319930000004 38.400997490450003 0.54228915300000013 40.340071172300007 0.41911918805000009 40.523311941050004 37.198331469900005 0.55832160710000012 0.56294721715000018 43.182896969600009 0.45280081435000008 39.337369931850013 42.402981339000007 42.536568606950006 42.558389508100007 39.896141435400004 39.685256516350002 0.50410167360000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 5 -5 7 8 9 -7 -8 12 27 18 -15 -16 17 -17 -13 -2 -21 -6 26 -24 -25 -26 -22 28 -1 -30
right_child=19 2 3 4 21 6 10 -9 -10 -11 -12 13 -14 14 15 16 -18 -19 -20 20 22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00024140791029700684 0.017972084680419508 -0.097708328483353285 0.10030289810788476 -0.064915967954880069 -0.1008499290127481 0.10027227886789769 -0.0028361726227015393 -0.10202318696251245 0.10027177886894328 -0.089608208206353457 0.037847620368612785 -0.0026275340827703643 0.007230810126401613 -0.018822726961637476 -0.0083921931768132854 0.0037519984821459576 0.0080228384816577718 -0.0074776235288305393 0.0052284776894895206 -0.017269533035167466 0.006316740541496277 -0.048313994371249246 -0.00048924401061820652 -0.10115501011161539 0.014001746121610132 -0.10005314753751621 -0.00012157653859046754 0.0002758582087798591 -0.035561913055549899 0.0043217485835262762
leaf_weight=6.8427879937284422 0.077424478519562689 0.034599854438488786 0.028161389127490111 0.03814620441966099 0.016549050288176659 0.0098136579883885133 0.10125806820360594 0.02481043990701437 0.016348072327673435 0.029852064117980248 0.086225259557409117 1.0052923023634712 1.0948734485405172 0.61689873611931068 0.62692299336049506 0.51277489960193612 0.72862352027868826 0.58718183932070644 1.1465876513830151 0.070615080339848979 1.1796654090088989 0.014735695160782214 1.0407585344850221 0.016514605473359256 0.0073683709472334158 0.0030981429830188034 1.4993628932876957 36.922566816711402 0.19835579791106273 0.19052427549468121
leaf_count=635 28 91 5 35 20 3 23 5 2 94 37 35 22 24 33 2 50 90 20 17 45 39 332 250 11 351 14 1680 17 24
internal_value=2.08148e-06 -9.71189e-05 -0.0125342 -0.00448004 -0.0132171 -0.00679712 0.00146583 -0.0319575 -0.00092302 -0.0426301 0.0158747 1.56768e-06 0.000225856 -0.00194107 -0.00439205 -0.000766614 0.00184779 -0.00224263 0.00155839 0.00129783 0.000959646 -0.0761045 0.00130321 -0.00223512 -0.0695799 -0.0197591 0.00271343 5.21575e-05 -0.00108999 -0.0160217
internal_weight=54.7687 50.8739 0.4005 0.3659 0.337739 0.306454 0.268308 0.0808242 0.0560138 0.0396657 0.187483 50.4734 45.2491 5.22428 3.0724 2.4555 1.82858 1.09996 2.15188 3.89481 3.81738 0.0312847 3.74677 1.06774 0.0269811 0.0104665 2.67903 44.1542 7.23167 0.38888
internal_count=4034 2986 354 263 258 199 164 104 99 97 60 2632 2378 254 199 175 142 92 55 1048 1020 59 1003 944 612 362 59 2356 676 41
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 0 2 0 2 2 1 1 2 2 2 2 1 1 1 0 2 1 1 0 0 2 2 0 1 2
split_gain=0.000689961 0.00270405 0.0014976 0.0020875 0.0452716 0.0200745 0.0262983 0.0197805 0.0195432 0.0022968 0.00188338 0.00481578 0.00146292 0.00374817 0.00174157 0.00642462 0.0341089 0.0196616 0.0012769 0.00982597 0.00439206 0.00358437 0.0111035 0.00515719 0.00342097 0.0192103 0.0349296 0.00723127 0.00387467 0.00348109
threshold=49.283271594150008 0.31100865245000009 48.457543166250012 43.752965619700007 0.35862698720000002 0.53866650695000018 47.927946529500012 0.48386275860000011 44.756878345700009 43.525909308350002 0.37078231190000005 0.36698003050000011 43.272784938550004 43.047778594550003 43.182896969600009 43.157831852650006 0.35374689380000007 0.34739977845000009 0.34467530910000005 0.4815274992000001 41.218101594450012 0.34485494450000004 0.34488488370000009 0.47943175355000006 0.47700667645000011 41.289992964000007 42.686561923500008 0.4778150355000001 0.34512439750000007 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 7 6 10 8 -5 12 11 -6 13 18 15 16 17 -15 19 20 -3 23 -23 -20 25 -24 -27 -26 -29 -30
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 21 -21 -22 22 24 -25 27 26 -28 28 29 -31
leaf_value=0.0052461071661270902 -0.0027621708065556326 0.0014807754303584584 -0.0037567408114685392 -0.017700623740501905 -0.10036202336280214 0.000400164758783865 0.096128373857885613 0.094536626025132645 0.095414243491265358 -0.0063303348212946364 -0.10158997729034547 0.04103513993820436 0.0036248150722509964 -0.015128317887946115 -0.0022803924241186794 -0.0029688059095024119 0.039629378483036042 -0.1029515800987116 -0.011553197542822403 0.013729951089287852 -0.0083842462776955659 0.022840298834012285 -0.00082295643565980414 9.3458089464799608e-05 0.0054002254176916823 -0.10432811674155656 0.046954272960860521 -0.0054459354492052466 0.00011465017291385997 -0.0071981391920264278
leaf_weight=0.98214970573390914 0.88868857560899428 2.2846954967030939 1.067661506650899 0.04647155044926532 0.0073963942875252472 1.0513680203657569 0.0089678229414857924 0.071245991093746852 0.022752310389023478 0.57984574317197157 0.036367668810778249 0.0035719663319468964 1.0889929436871231 0.049985798805688542 1.5020068473941846 0.50089206312038392 0.051951197071675725 0.052021607756614685 0.64957791845922119 0.58814501599408675 0.56240167155428356 0.21429617509647769 0.50779705167351519 0.91680596768856049 2.4450871607768923 0.048272502392734395 0.022318593441252865 1.3623378820286678 36.45904303940052 0.66278606798647999
leaf_count=190 255 219 53 43 59 222 4 12 35 50 185 4 58 38 28 16 28 4 25 9 52 28 114 24 53 47 22 31 2054 72
internal_value=1.47775e-06 4.70887e-05 -4.95009e-05 2.69137e-05 0.00406695 -0.0027152 -0.0608887 0.0575474 0.0194777 -7.28411e-05 -0.0906356 -0.0543145 -2.29092e-07 -8.09904e-05 -0.00415666 -0.0084602 -0.026326 -0.0599163 0.000107151 0.00196289 -0.000467913 -4.01153e-05 0.000136199 -0.0047364 1.89822e-05 -0.00761793 -0.0564976 0.000126903 -0.000208137 -1.59149e-05
internal_weight=54.7359 53.8472 52.8651 51.7974 1.24814 1.10767 0.0563039 0.14047 0.0692239 50.5493 0.047336 0.0109684 49.9694 48.8804 2.15686 0.654851 0.153959 0.102007 46.7236 3.43524 2.8471 43.2883 41.7219 1.56638 41.5076 0.578388 0.0705911 40.9293 38.4842 37.1218
internal_count=4034 3779 3589 3536 564 474 252 90 78 2972 248 63 2922 2864 114 86 70 42 2750 280 271 2470 2421 49 2393 183 69 2210 2157 2126
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 1 1 0 0 1 1 0 2 0 2 1 0 2 1 1 0 2 0 0 2 2 2 1 0 2
split_gain=0.000727553 0.00502368 0.00659932 0.0279034 0.00396252 0.00232689 0.0110593 0.00390659 0.00599803 0.00397996 0.00963585 0.0104264 0.00877702 0.0305219 0.00441954 0.00427755 0.00229623 0.00950273 0.00190558 0.00982486 0.0123578 0.0142587 0.00363366 0.00352002 0.0150441 0.013261 0.0233531 0.00326196 0.0488329 0.0374438
threshold=0.47943175355000006 0.4784437592000001 40.241071441700008 0.34560342505000002 0.47976108500000009 0.34467530910000005 0.34479506600000004 0.48098859315000003 0.4815274992000001 0.3453339720000001 0.34569324270000007 0.48271009850000007 40.563919884450009 0.4871261339500001 41.919251152600005 0.34575312120000007 0.48068920095000006 40.413896136950008 0.3459626957000001 0.34641178410000012 0.48797940185000005 41.741384785950011 0.49053920540000012 0.49880243110000005 42.388109226950007 42.006870117350005 38.478081868400004 0.39587138110000003 0.53544804050000006 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7 16 -9 14 12 -12 -11 -14 -10 -13 17 -8 -17 -20 21 -21 -22 24 25 26 -24 -25 29 -29
right_child=4 2 3 -5 5 6 7 8 9 10 11 15 13 -15 -16 18 -18 -19 19 20 22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=6.2077440282504027e-05 0.004932092362196952 0.0013174273041418438 -0.036293794211879539 0.0020102095232573522 0.0045746384603221509 -0.018927792073076165 -0.007948728833406752 -0.0056437748052236749 0.0083080319698207068 0.00031476331366842101 0.012575223795732345 -0.0088653347362876722 -0.025267626556246592 0.0061339701623811544 -0.00012182414162615803 0.0026772361511282778 0.0072073799671494646 0.0087022223182629307 -0.0075422887895695793 0.042781805066302747 0.0058319970956021011 -0.001671573426622354 0.0058107813483626296 0.0024607762836841413 0.0027404856408342788 -0.0054089827854081826 -0.055250844875739696 -0.079591427544864327 7.2589740293275078e-05 0.068220373854592495
leaf_weight=11.068279831834166 1.6982920721984545 0.65504173387307563 0.30184009818458435 0.51410758147721936 1.0828135170740925 0.31032308237627049 0.62946237221081613 1.9425156382494595 1.1938397411722612 1.0527603817172377 0.67105400439700247 0.53812594059854291 0.73451994179049485 0.53497849078848958 1.2982233164366332 2.67074494250119 1.121905502235677 0.75246351483849594 1.6720677696866939 0.14690998954757617 1.0696978488362159 0.14180283001180527 0.098622793728286751 5.0622302884121977 1.2177255474939355 0.49324619024991989 0.17163892243932821 0.12205185582706231 15.720546346344141 0.019937606264615979
leaf_count=999 32 15 28 30 15 17 14 40 20 9 60 4 37 11 22 21 16 29 14 21 18 21 38 518 29 3 26 151 1588 188
internal_value=1.13875e-06 -0.000667615 -0.00615809 -0.0121594 0.0002 1.42236e-06 -0.000124302 2.50227e-05 -0.00023659 6.67112e-05 -0.00023181 0.000251426 -0.00643626 -0.0120347 0.00391656 -3.23221e-05 0.00384638 0.00111777 0.000133834 -0.000128066 0.00038285 0.0209483 0.000135203 -0.000130834 -0.00415949 -0.0151643 -0.0329685 0.000250614 -0.000454718 -0.0588363
internal_weight=54.7078 12.5393 1.47099 0.815948 42.1685 40.4702 39.3874 39.0771 36.5732 34.6307 32.1387 29.8164 2.32226 1.2695 2.49206 29.1453 2.50383 1.38193 28.6072 25.9365 24.2644 0.288713 23.9757 22.906 1.98123 0.763508 0.270262 20.9248 15.8625 0.141989
internal_count=4034 1072 73 58 2962 2930 2915 2898 2839 2799 2757 2700 57 48 42 2640 59 43 2636 2615 2601 42 2559 2541 96 67 64 2445 1927 339
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 1 0 1 2 2 2 0 0 1 1 0 1 2 0 2 2 2 1 0 1 1 1 2 0
split_gain=0.000671857 0.00488567 0.0124352 0.00815261 0.00368919 0.00344186 0.0119211 0.0273979 0.00246615 0.029354 0.00634216 0.00517538 0.00235328 0.0122846 0.0165466 0.0127597 0.0355063 0.00540837 0.00363463 0.00319969 0.002316 0.00961573 0.00940291 0.00219979 0.0434661 0.0210988 0.0134552 0.00806928 0.00531103 0.00753876
threshold=39.896141435400004 39.420767558750008 39.525197829750006 0.50410167360000013 40.003678352300007 38.903925214650009 0.41804137600000008 0.48028502140000007 0.42039160505000012 38.244973486750006 38.478081868400004 38.625745710700009 0.50086823750000009 0.52366695610000014 0.36575252235000005 0.37413550490000008 0.5223196910500002 0.36491422415000008 37.311503175250003 0.52925062125000011 40.137820134150012 40.206947806850003 40.316494640950005 0.42039160505000012 0.54228915300000013 0.42780156285000009 0.42922367590000005 0.41911918805000009 40.467253020850002 0.53928026105000015
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 7 -7 10 -10 12 -11 17 14 -14 -16 18 -1 -17 -15 -6 -22 -23 27 25 -25 -27 28 -24 -30
right_child=4 2 3 -5 20 6 -8 -9 9 11 -12 -13 13 19 15 16 -18 -19 -20 -21 21 22 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00063693550863616437 0.0042301791262921952 -0.022645684727286633 -0.014487578820814554 0.0021763127393444165 -0.0043607151748776595 -0.002184675206312096 -0.0064069058258236352 0.032427626057472354 -0.0016333616909160924 0.031502781581127938 -0.010505029808236629 0.074088239426003635 0.013599061968961105 0.0069205952856172927 -0.045787156746745952 9.9794005302757054e-05 -0.055006703365155597 0.017158429034521343 0.025794643942866909 -0.00092295683994964299 0.011939043201821273 -0.0099167212730904199 0.0041047936793219371 -0.10537822176005447 -0.00063400414714172857 0.099052705220925685 -0.10027501516056997 0.012186574257135306 9.7567904074176914e-05 -0.008154982172057167
leaf_weight=2.1292542193636508 2.1376675072167322 0.33817074465210284 0.38013151299765002 1.2896219641401385 1.1991713552730079 0.57773727920039142 0.60640325695820962 0.37853794455691059 1.0326622771029468 0.060029700971352074 0.6763170962195203 0.054398368800478103 0.16375504643656347 0.68355353095511651 0.16521376704451995 0.1193870135023829 0.12327405095743416 0.21846763903762578 0.1021580588736839 2.1749331625807997 0.67440581515161468 0.95279849369174385 3.144632764675058 0.058529837237156608 3.5870294166212986 0.0095405879572938446 0.0052500903348454081 0.56990345835583767 29.902254659883877 1.1494917536745806
leaf_count=270 30 47 35 78 63 17 65 41 376 35 50 12 9 48 15 31 13 28 16 83 31 45 41 12 775 16 72 13 1564 103
internal_value=8.2782e-07 -0.000686943 -0.0051589 -0.00161734 0.000179528 0.000282112 0.00456124 0.0115165 -0.000585933 0.00369166 -0.00133434 0.0517476 -0.000279528 -0.00191049 -0.0140573 -0.0229368 -0.0119885 0.00217435 0.0119481 0.000952682 -3.03702e-05 9.9276e-05 -0.00010349 0.000139832 -0.00219197 -0.0784119 0.0282995 0.000385335 0.00018866 -0.00020793
internal_weight=54.6647 11.274 2.00792 1.66975 43.3907 9.26608 1.56268 0.956275 7.7034 1.14709 6.55631 0.114428 5.88 3.53227 0.673788 0.510033 0.344819 2.34772 0.221545 2.85849 41.253 40.0538 39.3794 38.4266 3.66035 0.0733205 0.0147907 34.7663 34.1964 31.0517
internal_count=4034 1269 160 113 2765 1109 123 58 986 423 563 47 513 215 84 75 60 298 47 131 2735 2672 2641 2596 875 100 88 1721 1708 1667
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 2 0 1 2 0 2 1 1 2 2 0 2 2 0 0 0 1 0 2 1 0 1 2 2
split_gain=0.00063592 0.00550834 0.0608057 0.0263144 0.0135451 0.0404044 0.00297321 0.00434423 0.0139316 0.00283582 0.00224989 0.00159757 0.00794907 0.0567112 0.00340762 0.0028441 0.00980271 0.00633921 0.00598062 0.00591038 0.00212878 0.00163245 0.0161443 0.0140442 0.014919 0.0736822 0.0184038 0.00786095 0.00487201 0.0119384
threshold=42.779078631750004 43.018222997350009 0.4815274992000001 0.49649711085000009 43.084235337800003 0.34551360740000009 43.272784938550004 0.39606598605000004 0.31060447290000009 42.753078181500008 0.39498817400000003 42.558389508100007 0.35374689380000007 0.34584293880000011 42.434124620650003 42.283941020600004 0.49649711085000009 42.066503896600004 42.047301293400004 0.54228915300000013 0.50706565670000014 0.48271009850000007 0.34542378970000004 0.4815274992000001 41.741384785950011 0.34515433670000012 0.48119816770000007 0.34551360740000009 41.481306584950012 41.571132012400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 5 -3 -6 8 10 11 -8 14 13 -13 15 17 -17 18 21 -19 -16 23 -23 24 26 -26 28 -24 -1 -30
right_child=1 4 3 -5 6 -7 7 -9 -10 -11 -12 12 -14 -15 20 16 -18 19 -20 -21 -22 22 27 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00090049034139572581 0.0054519182920203524 0.085913212579529441 -0.10390004686615056 -0.020398572199364501 -0.0038230351156495709 -0.019683800669544518 -0.017496625320441793 0.00087258762951409523 -0.10101767493010948 0.0073024245793865544 0.026414844235352453 -0.019654801925018086 -0.0064781564022334988 0.099060714130925195 0.009270805862955778 -0.01419240333301105 0.0016079846909816922 0.012609595028852994 -0.009473483309315564 -0.0011445822542562054 0.0010090401316213882 -0.010998933707867604 0.01205164885713445 0.0086791023639388194 -0.0087907646792963479 0.053212795343534638 -0.018261548405696253 -6.2078523507827526e-05 0.015198895840811109 -0.0050209814108222069
leaf_weight=11.143306621247882 0.59322656912552574 0.068716303650687816 0.081968847705866266 0.069944078501626039 2.0758398189393334 0.076656347717914741 0.024641951368406079 5.7660074546656181 0.017624295578571036 0.5477265834943158 0.022162384120747447 0.13612726529014096 1.152311433764879 0.057126359321046039 0.65127698804302869 0.60675253276682184 1.1127820885084494 0.77440382883219772 0.660983303313741 0.52371118979212383 0.5984660471551706 1.356854169571309 0.54950455902144568 2.0249483586797696 0.55533379271249472 0.29266448111624754 0.5950018800795086 21.319385347167728 0.63288172608269977 0.54214300638361124
leaf_count=514 42 27 20 37 101 15 61 998 6 15 13 31 51 58 47 35 42 52 15 33 37 38 13 29 30 35 7 1579 13 40
internal_value=6.40815e-07 -0.000778138 -0.00900382 -0.0654541 -1.68924e-05 0.0302309 -0.000573059 0.000584047 -0.0252388 0.000150111 0.00329595 6.36045e-05 -0.00333052 0.0154379 0.000167541 1.68675e-05 -0.00396732 0.000184081 -4.09211e-05 0.00706061 0.00531448 0.000118895 -0.00041441 0.000903528 -0.00024063 0.0126081 -0.00108439 0.000242306 -0.000254696 0.00586968
internal_weight=54.6305 8.79679 0.745139 0.151913 8.05165 0.145373 7.90628 5.83044 0.0644286 45.8337 0.0468043 45.286 1.34557 0.193254 43.9404 42.6907 1.71953 40.9711 39.673 1.29812 1.24974 39.012 23.2257 15.7863 13.7613 0.847998 12.9133 21.8689 12.3183 1.17502
internal_count=4034 1320 99 57 1221 42 1179 1078 80 2714 74 2699 140 89 2559 2475 77 2398 2313 85 84 2298 1630 668 639 65 574 1592 567 53
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 0 2 2 0 0 1 2 0 2 0 0 2 2 2 1 0 2 1 0 1 1 0 2 0 1
split_gain=0.000796494 0.00510683 0.0229703 0.016638 0.0141776 0.0186077 0.00874202 0.00530241 0.0050353 0.00186353 0.00395111 0.0036155 0.0136662 0.00445301 0.00410522 0.00361754 0.0154797 0.0135661 0.0028147 0.00185897 0.0053364 0.00322125 0.0271654 0.00172741 0.00159794 0.00124234 0.0205905 0.0668675 0.00905576 0.0271982
threshold=0.44805544745000009 0.42651417625000004 0.42780156285000009 42.599563320500003 39.952536079750011 0.54562737640000014 43.487767439550005 41.243661560350013 0.55609113500000007 0.5398790455000001 0.41714319930000004 38.400997490450003 0.54228915300000013 40.340071172300007 0.54499865270000014 0.55677973715000018 41.178189531300006 42.006870117350005 37.198331469900005 0.45107930900000009 0.56294721715000018 39.458743938000005 0.45280081435000008 0.56065686655000013 0.44922307715000004 0.39019789825000006 0.5231430197000001 39.458743938000005 0.51675099550000014 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 -4 -5 -6 -8 10 25 18 -13 -14 -15 16 -16 -18 -11 24 -21 22 -22 -9 -2 28 27 -27 -1 -30
right_child=19 2 3 6 7 -7 8 23 -10 11 -12 12 13 14 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.4596202122089237e-06 0.00095119196341668659 -0.076654820047027172 0.070098850790960676 -0.10073639908792081 0.025200913139848513 -0.088771982184152082 -0.10025362234428291 -0.014822742025243278 0.097218033361643863 -0.0025178881439370374 0.006151053486621154 -0.017362162913542045 -0.0079391478374748366 0.0053779826216596941 0.0097633657729855779 -0.00056813762230640793 -0.0069132981023579849 -0.10099047315468956 0.0047358034270650572 -0.025464419786857758 0.053181804983193796 -0.0021970239962356814 -0.00010534121611673026 0.010585866888626175 0.0085742906301663653 -0.0074537209590554224 5.0064645799038629e-05 0.082784647656780508 0.00048108183518172175 -0.048157859753757332
leaf_weight=35.802293311961044 0.53618692963675429 0.047563763837596973 0.0097114133070590469 0.023830707311134361 0.15290580145648391 0.030608643790308143 0.0018903952842553714 0.06106278510146268 0.0040742475029542646 1.0059534266175369 1.0850890018062873 0.613287707784821 0.62786826496994796 1.1693268947065005 0.082683923421427497 0.51367926045672618 0.029086428896562211 0.032404692987398676 1.1425320210837524 0.079891157441015159 0.10531769920078193 1.5630181363669187 1.0442589191285587 0.047625713345496479 0.56444979562444786 0.23119783941483518 7.2803958328394112 0.12734861650183671 0.4300873000177593 0.15691035955387633
leaf_count=1788 13 14 9 31 37 116 73 20 30 35 22 24 33 32 11 47 11 41 20 34 10 621 335 24 35 28 416 36 74 14
internal_value=1.55247e-06 -0.000104273 -0.0116646 -0.00234564 0.00468999 -0.0505067 -0.0736373 0.0131976 0.0346326 -1.71578e-05 0.000189763 -0.00180654 -0.00400945 -0.00067385 0.0018227 -0.00449676 -0.018494 -0.0564902 0.00133952 0.00137997 8.09727e-06 0.000758312 0.00477653 -0.00368906 0.00486062 4.28456e-05 0.00120222 0.0245972 -0.000200534 -0.0125206
internal_weight=54.6025 50.7094 0.379273 0.33171 0.301914 0.0403201 0.0297954 0.261594 0.00596464 50.3301 45.1133 5.21682 3.06834 2.45505 1.82718 0.657854 0.144175 0.0614911 2.14849 3.89312 2.79249 2.71259 1.14958 0.108688 1.10064 44.0282 7.63894 0.358546 36.3893 0.586998
internal_count=4034 2986 354 340 206 125 134 81 103 2632 2378 254 199 175 142 110 63 52 55 1048 1000 966 345 44 48 2356 480 64 1876 88
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 1 1 2 0 2 1 1 1 0 0 0 2 0 2 0 2 1 1 1 0 0 1 2 0 1
split_gain=0.000688595 0.00871652 0.00849634 0.0323279 0.00255627 0.00610231 0.00482268 0.0170716 0.0170065 0.0399972 0.00226155 0.0274844 0.0254201 0.0313485 0.069942 0.0164207 0.0437944 0.0152526 0.01312 0.0378605 0.0120392 0.00518695 0.0445763 0.0368516 0.0181061 0.0071686 0.0509904 0.0521803 0.0144372 0.0282443
threshold=0.48447651265000008 0.48351845755000006 0.48797940185000005 41.50623664750001 0.49094338495000006 0.34641178410000012 0.35275889945000011 42.779078631750004 0.49880243110000005 38.478081868400004 0.36945001650000003 0.37078231190000005 0.37668033890000002 0.51505942935000004 0.51401155655000019 0.5054040298000001 38.244973486750006 0.52005927965000021 36.242939472700009 0.50278434775000014 40.280372415600006 0.38976377950000002 0.38552737940000009 0.39019789825000006 0.5231430197000001 0.52688542260000015 0.39045238170000002 42.310579034350006 0.52889135055000014 0.39091643965000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 7 -6 9 -8 18 -12 15 14 20 -13 -17 -15 -10 -20 -14 22 -19 -23 -25 26 -26 -28 29 -27
right_child=2 -3 4 -5 6 -7 8 -9 10 -11 11 12 13 17 -16 16 -18 21 19 -21 -22 23 -24 24 25 28 27 -29 -30 -31
leaf_value=3.4784082136654999e-05 0.030882449827282762 -0.0085570853909366501 -0.007077645898288131 -0.0036714915922606756 0.014471811293953113 0.0017082835030531977 0.0043959041504631627 -0.0073366098618694673 0.0040795421564544894 -0.10313161330193715 0.030342416557340809 -0.0049451621365252602 0.0063602791754569371 -0.02485331625238375 0.096623398161019655 0.013362845563471516 -0.10155687886512946 -0.0074739543238780022 -0.045569930492833206 0.015575511152225472 -0.067892380373779371 -0.04958768158966205 0.04123205051808182 0.022883585883502363 0.0024530870737710523 0.10141260624995281 -0.10201979981579892 0.061990179343397227 6.0909137026075175e-05 0.0037769419330371877
leaf_weight=26.530749253265846 0.42101998551516107 1.2357755222619733 1.5797687396407156 0.7586419393981032 0.90607160940272169 1.5823554073223247 0.098446487274487848 0.59442797780502588 0.70761089705473412 0.053334376768103764 0.30295926834515086 0.12763119162991898 0.053876879580603623 0.24366003527811386 0.1033794019354275 0.055938348115887493 0.081440287038617498 0.59670012268197226 0.22788999627300655 0.18224794492925867 0.036717533033369762 0.14885322101327148 0.27427692189360187 0.35038235881433877 0.56971530360169986 0.04153524711728529 0.096549577502202055 0.024275841868398151 16.482548906368418 0.10335862028867915
leaf_count=1327 37 34 24 48 36 25 34 12 17 27 30 10 17 37 9 6 50 23 34 27 43 12 41 36 9 1 63 70 1766 129
internal_value=1.41334e-06 -0.000347605 0.000362943 0.00866077 -1.90379e-05 -0.00268109 0.000355686 0.00583233 -3.63178e-05 -0.0333883 0.000206921 0.000455268 -1.1684e-05 0.000414514 0.0404111 -0.0307705 -0.0547634 4.71273e-06 -0.00416873 -0.0183995 -0.023734 0.000328816 0.00786392 -3.95297e-05 0.000377906 -7.74356e-05 -0.010061 -0.0690675 0.000337184 0.0317652
internal_weight=54.5721 27.7665 26.8056 1.17966 25.626 3.16212 22.4638 1.5005 20.9633 0.151781 20.8115 19.6938 19.3908 19.1258 0.193974 0.26501 0.137379 18.9319 1.11775 0.410138 0.0905944 18.6882 0.870977 17.8172 17.6684 17.318 0.690541 0.120825 16.6274 0.144894
internal_count=4034 1361 2673 85 2588 49 2539 48 2491 61 2430 2352 2322 2256 69 66 56 2187 78 61 60 2150 64 2086 2074 2038 142 133 1896 130
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 1 2 2 1 1 2 1 0 1 0 1 1 1 2 1 1 2 2 2 0 2 2 1 1
split_gain=0.000688456 0.00503742 0.013136 0.0218081 0.0309163 0.13185 0.0394722 0.00376745 0.00367945 0.00221167 0.0420665 0.0381932 0.00588224 0.0132873 0.00819434 0.0236443 0.00619361 0.00437284 0.00466054 0.00244274 0.00405396 0.00837321 0.00164952 0.050021 0.0042373 0.00717741 0.0023948 0.00232166 0.00189986 0.037352
threshold=39.896141435400004 39.420767558750008 0.34524415440000006 0.40099098830000007 0.50410167360000013 0.51857728810000003 0.39045238170000002 40.003678352300007 39.110279783550006 0.39072183470000005 0.39408999735000005 38.748048509250005 0.3782970569500001 0.52366695610000014 0.36945001650000003 0.50086823750000009 0.36491422415000008 0.39670967935000007 0.40301188585000008 37.73036952315001 0.41804137600000008 0.42651417625000004 40.137820134150012 40.159267750750011 40.316494640950005 0.48028502140000007 40.206947806850003 40.040005255000004 0.37003383130000006 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -4 -6 -7 -2 9 11 -11 12 14 -14 15 16 -1 -12 -19 -20 -21 -22 27 -24 25 -25 -27 -9 -26 -30
right_child=7 2 3 -5 5 6 -8 22 -10 10 17 -13 13 -15 -16 -17 -18 18 19 20 21 -23 23 24 28 26 -28 -29 29 -31
leaf_value=0.00019950517923416011 0.0042773671895290407 0.016751359725572356 -0.056773972561274602 0.00035750310383167059 0.074240663135931043 -0.083049906176884861 -0.012932302499064706 0.0011592474824004171 0.0069340873754129484 -0.054004647459794011 0.0079084974591885002 0.04289960020663619 -0.025177293621129516 0.00095400187671874567 0.011306668897740936 -0.030415759485283141 0.018852825094644896 -0.0098046631881498706 -0.0035807400851775224 0.006282806282444685 -0.031596953692819972 0.00075778578897129896 0.080101407366110045 0.0029305524564816367 -0.00030756501715504354 -0.0066998918956826005 -0.017181168007484666 -0.0076788694950516573 0.024875131049533449 -0.0002211528454563299
leaf_weight=2.1640925309751107 2.1350989494703247 0.23834008158883069 0.18946530275752582 1.0930982483995784 0.13525852464954369 0.14099798019742593 0.18645451541306102 0.54237454782780481 0.76338158814223867 0.14970723024062937 0.59330873618864632 0.20970025441988571 0.30030200112378214 0.55276298569515347 0.63178803155460617 0.25333412327711347 0.19395851739682246 0.55214583376214976 1.0616426399191428 1.0954775225071882 0.091785333586813178 0.6222240346029515 0.077961383985544752 0.63484144525137043 27.692999254976019 0.53898926138591818 0.36603369843847133 0.65756874472155058 0.63035623277935471 10.022140311912112
leaf_count=279 30 21 23 50 16 19 31 33 60 33 16 36 48 8 24 18 19 48 365 12 18 125 15 11 1194 12 38 30 233 1169
internal_value=7.22324e-07 -0.000697388 -0.0052696 -0.00827685 -0.0227487 -0.00881646 -0.0431243 0.000181613 0.000284628 -0.000314515 -0.00195707 0.00127477 -0.000856145 -0.00824492 0.00108736 -0.00138506 0.00173381 -1.71392e-05 -0.00139078 0.000227291 0.0024615 -0.00340139 -3.08302e-05 7.88615e-05 -7.75535e-05 -0.00522099 -0.010939 -0.00368404 0.000128995 0.00126391
internal_weight=54.5176 11.2192 1.98361 1.74527 0.652176 0.462711 0.327452 43.2984 9.23561 8.47223 4.16629 4.30594 4.09624 0.853065 3.24317 2.61139 2.35805 4.01658 3.42328 2.87113 1.80949 0.714009 41.1633 39.9633 39.8854 1.53986 0.905023 1.19994 38.3455 10.6525
internal_count=4034 1269 160 139 89 66 50 2765 1109 1049 617 432 396 56 340 316 298 584 568 520 155 143 2735 2672 2657 61 50 63 2596 1402
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 0 1 1 1 0 0 0 1 1 1 2 0 1 0 2 1 1 0 1 2 1 1 1 2 2
split_gain=0.000789401 0.00543107 0.00570407 0.0258941 0.00256972 0.0133003 0.00403558 0.00863308 0.00396868 0.00276113 0.00920579 0.00329977 0.0062492 0.0118604 0.00170151 0.00862944 0.00556648 0.00495258 0.0106685 0.0112361 0.00355924 0.00511655 0.00235364 0.0595183 0.0529183 0.00512273 0.0219267 0.0301618 0.0412239 0.0385007
threshold=0.47943175355000006 0.4784437592000001 40.241071441700008 0.34560342505000002 0.34488488370000009 0.48271009850000007 0.34518427590000006 0.3453339720000001 0.34542378970000004 0.48068920095000006 0.48119816770000007 0.48244064550000004 0.34566330350000002 0.34575312120000007 0.3459626957000001 41.535369675400013 0.48306936920000004 0.34641178410000012 0.48797940185000005 41.741384785950011 0.34674111555000003 0.34739977845000009 0.49649711085000009 0.35862698720000002 42.536568606950006 0.36945001650000003 0.37078231190000005 0.37668033890000002 39.011793722550003 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -6 -8 -9 -10 -11 -12 -13 -14 15 -15 -17 -16 19 -19 -20 -22 -23 24 -24 -25 -27 28 -28 -30
right_child=4 2 3 -5 6 -7 7 8 9 10 11 12 13 14 17 16 -18 18 20 -21 21 22 23 25 -26 26 27 -29 29 -31
leaf_value=6.0216521365350775e-05 0.0082153863073620749 0.00052824643791519262 -0.035678130424878461 0.0015291700031072313 -0.0040193165414691527 -0.0052222266495353265 0.0083288620780287703 -0.0056083988436565722 -0.0062722439837985811 0.011933868921727851 -0.0044803480608413123 0.0063574930516141675 -0.014270740385316351 -0.0021263150888424717 -0.0045798462113544923 0.0017320333110731991 0.016013313432386655 0.03915840647780517 0.0082077270978735423 -0.00046315860080260507 -0.0091843021352481392 -0.0033599559567065586 0.1006851842642485 -0.0065320298239496689 -0.0022198187354912618 0.027530528545533939 0.028827744864904206 0.00041716149223878753 -0.10344462054724118 -0.014094438844039242
leaf_weight=11.065107108045636 1.8908437348436558 0.65154825651552417 0.2945460691551034 0.5124856348393223 2.360510303056798 1.2066012689610941 1.2755531726288598 1.237464092679146 0.65511764803204542 0.6646903216605996 1.534765162193408 1.59938708576374 0.57588410988683136 1.5709920208901196 2.1857590894214836 0.50647972633305449 0.59186680894345045 0.14483889027906371 0.53724298393354075 0.14149400518826383 0.59432734595611947 1.7032857682128106 0.11139482998987915 1.1416350398365605 0.090630223945481703 0.29255905421450989 0.076540712529097443 19.063219884492568 0.094614650891344354 0.098360764033401438
leaf_count=999 27 15 28 30 37 22 31 28 32 23 29 29 16 12 16 52 7 21 6 21 9 55 29 83 19 30 11 2260 34 23
internal_value=8.50741e-07 -0.000695857 -0.0064316 -0.0120505 0.000208864 0.0029808 -1.21454e-05 0.000247089 -4.56684e-05 0.000156941 0.000283348 4.62046e-05 0.00026944 -6.0397e-05 0.000222327 0.00262783 0.0094278 -2.20453e-05 0.000391495 0.019579 0.000160691 -2.51214e-05 0.000214976 0.000505364 0.0545211 -2.01122e-05 0.000358697 -5.24902e-05 -0.0332716 -0.0579023
internal_weight=54.4697 12.5237 1.45858 0.807032 41.9461 3.09745 38.8486 36.4881 35.2126 33.9751 33.32 32.6553 31.1205 29.5211 28.9452 2.66934 1.09835 26.2759 24.0901 0.286333 23.8038 23.2666 22.6722 20.969 0.202025 20.7669 19.6253 19.3327 0.269516 0.192975
internal_count=4034 1072 73 58 2962 49 2913 2876 2845 2817 2785 2762 2733 2704 2688 71 59 2617 2601 42 2559 2553 2544 2489 48 2441 2358 2328 68 57
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 2 2 2 0 2 2 0 0 1 0 1 0 1 2 2 2 0 2 1 2 0 0 0 2
split_gain=0.000655047 0.00427885 0.021287 0.0220324 0.0109022 0.010812 0.0107353 0.0164391 0.0207899 0.0203486 0.00700059 0.00210956 0.00199878 0.00187371 0.00372351 0.00715041 0.00644076 0.00374616 0.00311109 0.0025931 0.00410111 0.00237 0.00145581 0.00166676 0.0224904 0.00205141 0.00134251 0.0156128 0.0117683 0.0375466
threshold=0.44805544745000009 0.42651417625000004 0.5398790455000001 0.54386096225000014 42.599563320500003 0.4301667614500001 40.80591513400001 40.377444152000002 40.00488309970001 0.54942965780000008 41.092444989200011 43.182896969600009 0.55832160710000012 0.5398790455000001 0.41988263825000011 0.54228915300000013 0.42114008565000011 0.55257327625000008 0.41714319930000004 37.784765830350004 40.340071172300007 41.178189531300006 0.56294721715000018 39.458743938000005 0.45280081435000008 40.844669808050007 0.5223196910500002 0.5231430197000001 0.51675099550000014 39.051326806600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -4 5 -5 7 8 9 -7 -8 -6 -2 18 15 -15 -16 -18 26 -17 -21 -22 -14 24 -24 -25 28 -28 -1 -30
right_child=12 2 3 4 11 6 10 -9 -10 -11 -12 -13 22 14 16 19 17 -19 -20 20 21 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=6.1595462331781824e-07 0.017186995725004643 -0.10314558210067133 0.0796639939338325 -0.058529818426825968 -0.10069591251876223 0.10017363100792105 0.040386121509285153 -0.10187327020451718 0.10024329773515128 -0.085204105276012798 -0.00065287672674880072 -0.044478234188062474 -0.013317313791555678 -0.01395175250607558 0.0090495102456289427 0.0021647555399458888 -0.0081473927160344833 0.0032655970838703745 0.0054956376295941323 -0.011168157367935286 0.0041386324417187516 -0.0050840456178995949 0.049067221148959589 -0.0057169286293560617 -1.4049095790571493e-05 0.0012289187808109182 0.021369303947774591 0.00025481794095213523 0.018226349023982111 -0.042503403818287294
leaf_weight=35.716190163285063 0.077155293953096726 0.023388169819093529 0.028494553531345446 0.035150170253842816 0.013678533899792455 0.0076868517876391698 0.062946650898084044 0.023037723218294559 0.01464100182056427 0.025780675191654723 0.12237645256510632 0.013036554454336269 0.070399422746050155 0.57686126551834549 0.73472799878436479 1.0618699901954189 0.62784711263429904 0.53069595836763028 1.0795665435317321 0.55630089875103284 0.53571305284276582 0.58063116750793142 0.10252066638371471 0.5359354829106423 1.0449587163409557 2.0580938533107602 0.36762380864093014 7.3904801046274899 0.1760708592064465 0.24135918578453186
leaf_count=1817 28 87 9 35 20 3 18 5 2 94 42 39 17 20 28 34 35 19 22 24 6 88 16 120 335 532 23 442 33 41
internal_value=1.52496e-06 -9.46971e-05 -0.0108059 -0.00457905 -0.0121198 -0.00651851 0.000609854 -0.0324102 0.000853545 -0.0426264 0.0132864 -0.0732625 0.00125212 -1.56656e-05 -0.00181195 -0.00383443 0.0017254 -0.00291942 0.000192224 -0.00170012 -0.00415372 -0.000658252 0.000929592 0.00119766 0.00437108 -0.000206117 6.17801e-05 0.00125534 -0.000194485 -0.0168878
internal_weight=54.4352 50.5462 0.370217 0.346829 0.318335 0.29162 0.256469 0.0711463 0.0481085 0.0334675 0.185323 0.0267151 3.88906 50.1759 5.20465 3.31138 1.89327 1.15854 44.9713 2.73452 1.67265 1.11634 3.81191 3.74151 1.14748 2.59403 43.8917 7.7581 36.1336 0.41743
internal_count=4034 2986 354 267 258 199 164 104 99 97 60 59 1048 2632 254 172 82 54 2378 152 118 94 1020 1003 351 652 2356 465 1891 74
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 2 2 0 1 1 1 2 0 0 0 2 0 2 2 1 1 0 1 1 1 2 2 2 2
split_gain=0.000653564 0.0101977 0.00180041 0.00812634 0.00795104 0.0128819 0.0114655 0.0190177 0.0105412 0.00334143 0.00365419 0.00493697 0.0031918 0.00260454 0.00337817 0.00239606 0.0015544 0.0355827 0.0045027 0.0339385 0.0436276 0.00499749 0.00968444 0.0199896 0.0324205 0.0198957 0.00884358 0.00673078 0.00708641 0.00449448
threshold=0.47883296910000012 0.4784437592000001 0.34536391125000004 0.47976108500000009 0.48271009850000007 43.018222997350009 41.942745071500006 40.159267750750011 0.48098859315000003 0.34542378970000004 0.34566330350000002 0.34575312120000007 40.563919884450009 0.48200652675000005 0.48271009850000007 0.48200652675000005 42.006870117350005 0.48597347385000006 42.094663496250007 42.360359531950003 0.39542229275000007 0.37347684200000003 0.53866650695000018 0.37668033890000002 0.38370108680000009 0.39814676205000005 48.86568841230001 42.824128352900011 43.384297312450009 41.965809985500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 12 7 -2 -9 -5 15 -12 -6 -13 -15 -11 29 -18 -19 20 -20 27 23 -23 -25 26 -26 -21 -29 -16
right_child=2 -3 3 9 5 -7 -8 8 -10 10 11 13 -14 14 16 -17 17 18 19 21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=5.4136331174519948e-05 -0.0034058052851997085 -0.01284278773766835 -0.011270442657276459 -0.0075355879074629137 -0.0041539630157325785 0.0053267527273331257 -0.0028197685151019679 0.020302948425734935 0.0065015975556700495 0.0073339328957320142 -0.0062649828787747584 -0.0052310338315817535 -0.013516257049724631 0.0075957206698107601 -5.3536074627956508e-05 0.0013099219314644092 0.048320260316906095 0.0063353939679140188 -0.10549341662221617 0.0095495151985166005 0.0093696487819277929 -0.07472440548838509 0.00039939154457470935 0.065375681819081807 -0.091126660397103459 -0.008534076496424986 -0.00063163582654867528 -0.0078203938584473897 0.0072254607714423089 -0.0090211155108209425
leaf_weight=11.064767495213072 1.1190951570461032 0.64906472458028552 0.64159897872742178 0.56547595907613057 0.68861496157478563 1.0724008471006525 1.7045040864177279 0.98493336897809092 1.2631286117248235 1.0960037753775389 1.2444953006634047 0.86904380970007267 0.77280234481440857 0.62524126304375016 19.532892158225039 1.6608183896751141 0.1579908493440606 1.105505140498164 0.069260259536576885 1.1686283553644901 0.06327945245458011 0.048164691714561059 3.7870379489959944 0.055091037725446768 0.045454334108248062 0.50345516656916522 0.014163892422367041 0.68870337198313769 0.57387793286261513 0.57535620445003033
leaf_count=999 14 31 41 11 10 10 27 31 16 21 30 31 36 56 1534 34 8 30 13 18 45 12 579 28 149 143 8 25 24 20
internal_value=1.20044e-06 -0.000660484 0.000182732 -0.000119576 0.00157758 -0.00299685 0.00386297 0.00724587 0.0125483 8.80988e-05 0.000215326 -9.37227e-05 -0.00910478 0.000163282 0.000324855 0.00370483 0.00016472 0.00131781 0.00040358 -0.000530943 -0.0506535 0.000434 -0.00155669 -0.012674 -0.00783927 -0.0150026 -0.0696272 0.00408045 -0.000981639 -0.000310125
internal_weight=54.4108 11.7138 42.697 35.0915 7.60548 2.53382 5.07166 3.36716 2.24806 34.4499 33.8845 31.1276 1.46142 29.8831 29.0141 2.75682 28.3889 8.28061 8.12262 7.01712 0.13254 6.88458 4.45337 0.666329 0.618164 0.563073 0.0596182 2.43121 1.26258 20.1082
internal_count=4034 1030 3004 2860 144 56 88 61 47 2819 2808 2753 46 2723 2692 55 2636 1082 1074 1044 58 986 919 340 328 300 157 67 49 1554
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=2 1 0 2 0 2 0 0 1 0 2 1 2 0 0 1 0 2 2 2 2 0 0 0 0 1 1 2 2 0
split_gain=0.000587864 0.00210642 0.00125014 0.00131585 0.025486 0.0323375 0.0205621 0.0158668 0.0485935 0.0224096 0.0131606 0.0079439 0.00848951 0.00652114 0.00579991 0.00171011 0.00254326 0.0015961 0.0014615 0.00293812 0.00166061 0.00321949 0.0350082 0.0147039 0.0013098 0.0146032 0.058003 0.0108976 0.0304362 0.00586055
threshold=49.283271594150008 0.31100865245000009 0.39672464895000009 43.752965619700007 0.50922128080000018 48.96897326980001 0.53866650695000018 0.43513667255000005 0.34524415440000006 0.47997065955000012 48.86568841230001 0.34566330350000002 43.940903692500008 0.4778150355000001 0.47769527860000011 0.35807311160000005 0.46495613905000005 43.525909308350002 43.272784938550004 43.047778594550003 42.824128352900011 0.48119816770000007 0.48447651265000008 0.50086823750000009 0.48447651265000008 0.34587287805000005 0.34494476210000008 41.975471476700008 42.094663496250007 0.48797940185000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 17 5 7 10 -5 -9 13 -6 -11 -13 14 15 -10 -17 18 19 20 24 -22 -23 -24 27 26 -26 -4 -29 -27
right_child=-2 2 3 4 6 -7 -8 8 9 11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 23 -25 25 29 -28 28 -30 -31
leaf_value=0.0046379444298260252 -0.0025488829825553974 -0.0035971840338227794 7.6578622924414712e-05 0.099431755984125347 -0.10097521329509439 -0.065521022169016674 -0.00014112611265469554 -0.1005003703626314 -0.10005523823404326 0.10066895317808447 0.0071753848177745841 0.0052509638856481971 0.089755379983075367 -0.10033329360842887 0.10007708627097965 -0.10003970971201726 0.03956960730135848 -0.0052835804304877526 0.0036300069926581999 -0.0036955979838399727 0.0084422784363174623 0.034546019299953268 -0.10231396244394964 -0.01825755396840394 -0.016842737562447356 0.0091179698973979009 0.051923822409439969 -0.053816353820627487 -0.0042865763803200344 -0.00011834465502446042
leaf_weight=0.97955151800461848 0.88936948981552788 0.97098294478803993 20.962230521673632 0.04615341975659315 0.034057199757400514 0.028684816585155204 1.0511122072096339 0.023265676322353102 0.0029460580777822543 0.058102725073695183 0.016802972299046814 0.024907815733058669 0.022744070581712461 0.0089538629799790215 0.0046550258994102487 0.0019523078898373569 0.0039346233243122697 0.57768454266204017 1.086808264755027 2.1457278633743391 0.57048207603530365 0.096204604429658558 0.035747555200941861 0.049806259987164203 0.24482197687030094 0.70922983387572713 0.24581241840496659 0.13560949174643511 1.457692080986831 21.893069794219027
leaf_count=190 255 54 613 21 160 6 241 27 22 3 4 7 45 8 2 55 4 50 58 114 40 5 16 32 17 24 34 21 180 1726
internal_value=9.77479e-07 4.33738e-05 -4.23356e-05 2.46366e-05 0.00313127 0.0336981 -0.00314591 0.0481002 0.0324585 0.0565884 -0.0652449 0.0758485 0.0455846 -0.0341725 0.00974762 -0.0378564 -0.00672962 -5.75458e-05 3.28031e-06 -7.79112e-05 8.93831e-05 0.0047496 -0.00684055 -0.0533794 1.25875e-05 0.000541978 0.01761 -0.000529416 -0.00850217 0.000171479
internal_weight=54.3791 53.4897 52.5102 51.5392 1.32827 0.2263 1.10197 0.197616 0.151462 0.128196 0.0508602 0.105755 0.0476519 0.0224419 0.013488 0.00883299 0.00588693 50.2109 49.6332 48.5464 46.4007 0.75224 0.181758 0.0855538 45.6485 23.0929 0.490634 22.5555 1.5933 22.6023
internal_count=4034 3779 3589 3535 605 200 405 194 173 146 164 55 52 91 83 81 59 2930 2880 2822 2708 93 53 48 2615 1801 51 814 201 1750
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 0 1 2 1 2 1 1 2 1 0 0 0 2 2 0 2 2 2 2 2 2 2 0 2
split_gain=0.000561558 0.00154675 0.0111892 0.00423633 0.00656447 0.00377257 0.0012007 0.00174008 0.00109276 0.0103819 0.0349616 0.0292554 0.0219473 0.023361 0.018607 0.0133172 0.026141 0.0123105 0.0106143 0.00896266 0.0264772 0.0017875 0.0016944 0.00153244 0.00217601 0.00366941 0.00188933 0.00126314 0.00540967 0.00435864
threshold=35.171584490050009 34.883496062400006 0.52005927965000021 0.38552737940000009 0.49485045360000007 0.34398670700000006 0.42314601355000009 0.3148857818500001 37.137227079750012 0.36491422415000008 35.879804895950009 0.36533337325000009 0.36575252235000005 36.491284729650012 0.38370108680000009 0.5017514446000001 0.49880243110000005 0.49787431515000008 37.038444968100009 36.620308449100001 0.52889135055000014 37.038444968100009 36.364346611650006 37.52517992975001 37.784765830350004 38.064633603500006 38.334060527150008 38.748048509250005 0.5398790455000001 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 -2 -11 -13 -14 -15 16 17 21 19 -16 -21 22 -12 -10 -25 -26 -27 28 -28 -29
right_child=8 -3 -4 -5 -6 -7 -8 -9 23 11 15 12 13 14 18 -17 -18 -19 -20 20 -22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=0.068070323204241182 0.060357962141079573 -0.0040043911456402511 -0.0026143448560507669 -0.0011779245664262591 0.072112763008716607 -0.10011772069649486 0.051476595129200858 -0.10024182556817191 -0.0046034095103163995 0.051919904729697985 -0.054406066881442873 -0.048205621797882466 -0.0033436215805266178 0.10064288520318579 0.03454479708866031 -0.10348967516514405 -0.10199698340239144 0.10014621492519481 0.064151197433941778 -0.10148511527948206 0.06431048903879065 -0.072941868538897989 0.075233321186703658 0.0058899193062208243 -0.0074453754891019982 0.0043750888236297027 -0.0098439968482502797 0.0079934652085346964 0.0034817043521980398 -4.0454590083549158e-05
leaf_weight=0.0010343531757711633 0.034704824049182847 1.1128602511518215 0.55486712766433111 0.019093908646027558 0.041740323074691332 0.0034889419877841563 0.0053757292807858903 0.001512311821992407 0.71519973594869313 0.12435116118285805 0.0019661398052903678 0.085034796036779881 0.61389551548286292 0.038386613130569458 0.036690158858350252 0.037324431585147977 0.022998122498393059 0.015697107184678316 0.036914032875705605 0.023640881777737377 0.016255170211913139 0.0063898419612087309 0.0020692439495828552 0.63182461936348389 0.65601765901757758 1.0047478026229359 0.60962320868440523 0.68522935543472741 0.6089468676061548 46.598086486583661
leaf_count=3 19 32 200 7 18 37 18 56 62 8 33 7 101 2 12 3 2 4 10 10 41 3 16 47 66 61 42 46 35 3033
internal_value=1.27284e-06 -0.00176623 0.00220556 0.0392239 0.0537376 -0.0134751 0.0246814 -0.0318802 5.9734e-05 0.00318381 -0.0244251 0.0066138 -7.9173e-06 0.0053441 0.0404581 -0.0584628 -0.0242488 0.0442007 0.0201032 -0.00112769 -0.0339337 -0.0400357 0.0120698 -6.75802e-06 5.79641e-05 -1.54925e-05 8.29617e-05 -5.95246e-06 -0.00318484 7.59729e-05
internal_weight=54.346 1.73997 0.627113 0.0722456 0.0531517 0.0114113 0.00792239 0.00254666 52.606 1.09632 0.12115 0.975168 0.850817 0.765782 0.151887 0.0864449 0.0491205 0.0261223 0.1135 0.0765862 0.0398961 0.0104252 0.00403538 51.5097 50.7945 50.1627 49.5066 48.5019 1.21857 47.2833
internal_count=4034 371 339 139 132 114 77 59 3663 271 80 191 183 176 75 61 58 56 73 63 51 52 49 3392 3330 3283 3217 3156 77 3079
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 1 0 1 0 1 1 1 0 2 0 2 0 0 2 1 0 1 1 1 0 0 1 2 2
split_gain=0.000575954 0.00542193 0.00573726 0.00414729 0.0029486 0.00705783 0.0142598 0.0037513 0.00644815 0.00642311 0.00372283 0.0147014 0.0277057 0.01742 0.0504007 0.0516703 0.00940253 0.0262035 0.017566 0.00350474 0.00211965 0.0178763 0.0247401 0.0169751 0.0150073 0.00252919 0.0106873 0.00203149 0.00168733 0.00400581
threshold=39.896141435400004 39.685256516350002 0.52432561900000019 40.003678352300007 0.34311846950000008 37.999598532650005 0.33750486510000005 0.47997065955000012 0.36359689830000008 0.47396784530000008 0.36533337325000009 0.36945001650000003 0.37473428940000003 0.5223196910500002 39.011793722550003 0.52005927965000021 39.110279783550006 0.52863686715000002 0.52366695610000014 35.171584490050009 0.39091643965000006 0.53544804050000006 0.39476362980000007 0.39591628995000006 0.3975479776000001 0.54228915300000013 0.54499865270000014 0.32168198560000011 40.098777110850008 40.159267750750011
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 9 -9 -6 -10 -12 -13 14 15 -14 18 -18 -15 -1 -20 22 -22 -24 -25 -23 -27 -21 -5 -30
right_child=3 2 -4 28 7 -7 -8 8 10 -11 11 12 13 16 -16 -17 17 -19 20 27 21 25 23 24 -26 26 -28 -29 29 -31
leaf_value=0.024672599721752259 0.0044637702616478602 0.0027366848762982094 -0.014248811331206899 -0.0050862457424730141 -0.0015633708903998172 -0.037071182231971193 0.058159211222605936 -0.0095971214912326658 0.0072160905886489686 0.01079388139787249 -0.022904222134255886 0.038308571382938007 -0.046074841728715288 -0.028468653032119692 -0.082075184170901774 0.04724972005173031 0.039704196912510203 -8.719868120665527e-06 0.0040862155636759122 -0.031183112467912139 -0.10104757277850351 0.0025740896685414552 0.045870446526971885 0.010630017171802278 -0.10054871757797541 -0.03647041555549832 -0.0007264570724105422 -0.100360722467466 0.0080259681665226582 -9.8969529296958687e-05
leaf_weight=0.0051105068482389928 2.1350556627535715 0.30814314082090355 0.56072325159432701 0.6563717335767042 0.85769282403221037 0.067019855066476453 0.029190626150011667 0.73885152522848141 0.6855146868911105 0.82545043791469652 0.28128044029517685 0.18772144491958886 0.11430597538618759 0.22341782193893855 0.10062333297537407 0.12334392998764088 0.2235101589321854 0.64739302407580568 1.0910199916545478 0.0076349245776423649 0.041630889831778872 2.1855654967293963 0.035423185909166932 0.024192807890031531 0.0243722465590821 0.088101297830235015 1.6554222950541633 0.0095610355358601851 0.61620747140657428 39.77566078876464
leaf_count=63 30 33 33 48 78 33 21 54 25 41 25 24 33 20 20 22 29 62 14 33 22 30 4 14 38 17 468 13 30 2657
internal_value=1.36048e-06 -0.000639649 -0.00822491 0.000166755 1.87325e-06 -0.01568 0.0121591 0.000184896 -0.000671806 0.0044969 0.000180983 -0.000503343 0.000427915 -0.000653062 -0.0227548 0.00236203 0.000545074 0.0101833 -0.00101829 -0.0480374 0.000173552 -0.000879248 -0.0380137 -0.00676941 -0.0451647 0.000307999 -0.00253262 -0.0696462 -5.67475e-05 2.49823e-05
internal_weight=54.3255 11.1422 0.868866 43.1833 10.2734 0.118517 0.0514971 10.1548 8.47169 1.68314 7.73284 7.04732 6.76604 6.57832 0.338273 0.23765 6.24005 0.870903 5.36915 0.0223065 5.14573 4.05471 0.125619 0.0839882 0.0485651 3.92909 1.74352 0.017196 41.0482 40.3919
internal_count=4034 1269 66 2765 1203 163 130 1040 921 119 867 842 817 793 75 55 718 91 627 109 607 593 78 56 52 515 485 46 2735 2687
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 0 2 1 0 1 0 2 2 2 2 2 2 2 1 0 0 1 2 2 2 2 1 1 2 1
split_gain=0.000606468 0.00829168 0.00168804 0.00117422 0.00339084 0.00331991 0.00569342 0.00578486 0.00217008 0.00214762 0.0351318 0.00155387 0.00648447 0.0624668 0.0028178 0.00428857 0.037602 0.0154704 0.00146202 0.0015857 0.00395873 0.00107735 0.0018838 0.0010587 0.00104225 0.0076918 0.00808281 0.0345731 0.00868583 0.00731561
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.4778150355000001 41.436838994450007 0.47721625100000004 40.720231579350006 0.34503457980000002 0.47709649410000005 0.34509445825000007 0.4764977096500001 41.535369675400013 38.244973486750006 39.952536079750011 48.86568841230001 42.522337019050006 41.571132012400007 42.488347682450005 0.3447052483500001 0.46989611090000011 0.45994131915000008 0.34398670700000006 41.898943182100005 37.903039192800001 39.952536079750011 39.685256516350002 0.34674111555000003 0.36359689830000008 38.244973486750006 0.41804137600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 8 -7 -8 9 11 -11 12 23 -14 15 16 -13 21 19 20 -15 22 -18 -1 25 26 -4 28 -28 -27
right_child=2 -3 24 4 -6 6 7 -9 -10 10 -12 14 13 18 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0042724620047565791 0.0052020820432565947 -0.011593782382930283 0.010775425325558115 0.0010205450172389374 -0.0061216429170437041 -0.0019344646887146013 0.0010011671039267314 0.013787112455110391 -0.0065592130028964205 -0.0025449043804616181 0.079080007899897012 0.10110258994749217 0.024056009844853385 -0.018480288259042826 -0.0017011658483621522 0.0029709886676162638 -0.0061153560086719128 0.047747727815268974 -0.10440314794971468 -0.10134065482047956 -0.10190875802068394 -0.10074701958893045 -0.10030090124490272 0.0012467568156427618 0.00036406068982849015 -0.021765163955283984 -0.024008990034993093 0.00015835004964293966 -0.069409986065716328 -0.0025199776594276584
leaf_weight=0.57101039216554716 0.65786082575505034 0.65218498039666961 0.65042496466776523 1.7063268726924445 1.0889490465660854 1.04051063884981 0.66537060678092508 0.75581067483290099 0.56952448722950055 0.52447250110470278 0.058623502188424936 0.036140862702836618 0.1233071051850344 0.011427078561894177 1.9183467278362512 0.98883316453007586 0.0039134665082087849 0.013037028181514643 0.038700743785739178 0.015674319240730483 0.011323712344619707 0.016960510627541225 0.0046429910276639119 0.8880975965264355 32.574492071448375 0.32365415506319584 0.088740377115754998 7.6973392432664465 0.080241632181468958 0.50681198038701014
leaf_count=167 15 31 19 18 36 9 16 38 17 263 34 3 29 34 39 188 16 6 5 4 16 10 36 15 1986 38 26 867 19 34
internal_value=6.02262e-07 -0.000636959 0.000175839 9.66821e-06 -0.00176182 0.00060947 0.00368599 0.00780097 -0.000697639 -5.86683e-05 0.00566153 -0.00077729 -0.00322992 -0.0200955 0.000587704 0.00471627 0.0278208 -0.0408741 -0.0906841 -0.0768666 -0.060005 -0.0861524 -0.0572233 -0.000913146 9.69639e-05 -0.000833853 6.19183e-05 -0.000823926 -0.0455678 -0.0100203
internal_weight=54.2828 11.7032 42.5796 11.051 2.79528 8.25573 2.46169 1.42118 5.79404 5.22451 0.583096 4.64142 1.65954 0.200433 2.98187 1.06353 0.0746949 0.038554 0.0771259 0.0384251 0.0227508 0.025517 0.00855646 1.45911 41.9217 9.34721 8.51675 7.86632 0.168982 0.830466
internal_count=4034 1030 3004 999 54 945 63 54 882 865 297 568 270 88 298 259 71 68 59 54 50 62 52 182 2989 1003 931 912 45 72
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 1 2 1 2 0 2 2 2 1 2 2 1 1 1 1 1 2 1 1 2 2 0 2 0
split_gain=0.000608548 0.0104428 0.00435727 0.00320509 0.00364113 0.0323268 0.0287121 0.0203133 0.00969076 0.00835596 0.0059111 0.00459839 0.00298392 0.0132693 0.0533055 0.0189339 0.011723 0.00687201 0.0800889 0.00823685 0.0111582 0.00648985 0.00500274 0.00421154 0.0102922 0.00504941 0.00915264 0.013015 0.00826397 0.0072065
threshold=0.34560342505000002 0.34554354660000003 0.34566330350000002 0.34569324270000007 0.48098859315000003 40.280372415600006 0.35275889945000011 42.141702038450013 0.34623214870000002 41.827117825850003 0.47769527860000011 47.927946529500012 41.872294782850005 42.753078181500008 0.34521421515000011 42.402981339000007 41.535369675400013 0.34518427590000006 0.34494476210000008 0.3447052483500001 0.34398670700000006 0.34515433670000012 41.32819714970001 0.34512439750000007 0.34494476210000008 40.720231579350006 40.206947806850003 0.47997065955000012 41.243661560350013 0.47817430615000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 -4 5 6 -5 9 -9 -7 11 -10 16 14 17 -16 22 18 19 20 -14 -18 23 24 25 26 27 29 -27 -1
right_child=2 -3 3 4 -6 7 -8 8 10 -11 -12 -13 13 -15 15 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0023921677417646334 0.0065705633894372357 -0.012620207404117784 -0.0068511387355241274 -0.10345152534544333 0.00011901391430527943 0.096180415580942563 0.02977553304004088 -0.076789897977643684 -0.05907255106713423 0.038642137176687713 0.089814379500130562 0.10003987045033197 0.02020573953156082 -9.6518944781877434e-05 -0.10126134126870207 -0.026575758106202191 0.0027198939531730424 0.0037132958330658525 0.049474901978748285 -0.10321445818045796 -0.10116688772822034 0.016640429485526419 -0.0056166571622402938 0.0029099664603417234 -0.0098415869803583737 0.014756822869805156 -0.0076213337737154555 0.015469730416273017 -0.0021251000791492071 -0.010199772392124478
leaf_weight=1.6357132692614023 1.0627997479638498 0.67860173066121277 0.65692557770398963 0.036498898443104069 30.739205800140184 0.044373025284201617 0.02905235806361782 0.017606837768042283 0.0081029044034541808 0.058534053240187234 0.0082567934044277536 0.0023411274305544802 0.015283072524345687 6.1629335976888475 0.08099849522295699 0.058431077377463225 0.66557410128498939 0.5130429286218714 0.08852675528328291 0.06413903291513634 0.015017249495940632 0.67410441162064672 1.4611255557769585 4.6326827424256862 1.1022107828121201 0.60048444760209896 1.3527042516248 0.59889039094559837 0.5607348237201677 0.62939065089449275
leaf_count=218 11 18 30 12 2715 38 42 47 95 11 9 2 50 313 28 22 32 4 14 10 5 13 38 143 18 30 35 8 10 13
internal_value=3.33999e-07 -0.000411603 0.000272623 6.0811e-05 0.000207548 0.0134982 -0.0444052 0.0407629 -0.023546 0.0634524 0.0265831 -0.023406 -1.54295e-05 -0.00169972 -0.0135264 -0.0699627 0.000831749 -0.00222064 -0.0188596 -0.0829158 -0.0399482 0.00972448 -0.000115719 0.000607551 -0.00103846 0.000765751 -0.000842242 0.00235962 0.0066048 -0.00110668
internal_weight=54.2543 21.5906 32.6637 31.6009 30.944 0.204766 0.0655513 0.139215 0.0363077 0.102907 0.0187008 0.010444 20.912 6.99837 0.835439 0.13943 13.9136 0.696009 0.182966 0.0944394 0.0303003 1.33968 12.5739 11.1128 6.48013 5.37792 4.2167 2.86399 1.16122 2.2651
internal_count=4034 1022 3012 3001 2971 256 54 202 153 49 106 97 1004 446 133 50 558 83 79 65 55 45 513 475 332 314 274 239 40 231
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 2 1 0 2 2 2 0 1 2 0 0 2 2 2 0 2 2 2 1 2 2 1 1 0 2
split_gain=0.000582976 0.00493281 0.00332527 0.0260968 0.0121833 0.00592583 0.00586479 0.00132343 0.00463208 0.0143208 0.0159596 0.00925411 0.00950644 0.0103187 0.00650239 0.00560453 0.00917534 0.00450497 0.00337021 0.0017483 0.00464897 0.0344728 0.00748882 0.0334516 0.0126696 0.0163606 0.021914 0.00992223 0.00451222 0.00295358
threshold=0.39672464895000009 48.86568841230001 47.709122305950011 49.283271594150008 0.39718870690000002 48.226196960950006 0.37977904855000005 0.47396784530000008 38.121007182500009 38.969453495950006 39.011793722550003 0.46739618575000003 0.32058920395000007 40.00488309970001 0.43780126340000008 0.44284602260000011 43.572676689450006 43.969738121350005 41.674196414850009 0.4778150355000001 41.385032804600009 41.646178195200001 41.898943182100005 0.34509445825000007 42.434124620650003 42.456897412850005 0.34515433670000012 0.34566330350000002 0.47865333370000007 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 8 -2 -10 -11 12 -12 -14 18 -16 -17 -18 -15 20 -9 -22 -23 -24 -25 -26 -27 -28 29 -21
right_child=2 -3 3 -5 5 6 -8 19 9 10 11 -13 13 14 15 16 17 -19 -20 28 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.0033236537514867294 -0.0010459080411272619 -0.006848850538114723 0.069241920615689304 -0.001715614731421165 0.046635599707282788 0.023213858562426012 -0.035699736963421151 0.00021609586145633744 -0.10119833025364502 0.10040708342860261 -0.10015461829234969 -0.057045334316195795 0.089560966609713133 0.034061560827615162 0.098387072951017326 -0.10019228951240054 0.10021743469311294 -0.027113767985038284 -0.10021125160456892 -0.0002307156799262915 0.040057423078158086 0.001619585831581059 -0.10101410307183914 -0.06456969535485288 0.099293886367988332 0.09950740222462616 -0.10040790014083428 0.009508066747870721 9.5337346053005504e-05 -0.00671318805767444
leaf_weight=0.96183705087529492 0.90627529184290423 0.94508158254393493 0.078274060040714799 0.88724303921327063 0.04481699668838246 0.043238383201241959 0.027736994111450031 3.3779291620602914 0.019095823655421285 0.012210408225655556 0.0075285721154330068 0.041189156017765072 0.015115986192313358 0.0023678324905773715 0.006635147048655198 0.0068695296274334785 0.0065467013046145439 0.0048274655325712956 0.0088785514093450146 1.2120258795330294 0.24899914674460877 0.55903481448331149 0.040000141027860536 0.018365190691525868 0.022349228820530698 0.014155954959278461 0.017635103142646713 0.015371120550280892 42.985760763352914 1.673086199263025
leaf_count=187 165 19 4 254 26 12 39 55 16 1 53 28 6 60 7 35 1 65 44 19 8 13 42 19 2 2 50 44 2707 51
internal_value=-4.60814e-07 -0.00171791 6.2155e-05 0.00555 0.0387673 0.0181669 0.000190578 -5.36943e-05 -0.00358881 -0.0211454 -0.00751715 -0.0207006 0.00477191 0.0201881 -0.00883972 0.0196851 -0.00893849 0.0461751 -0.0719412 1.93923e-05 0.00194407 0.00818077 -0.00337423 -0.0252055 0.0093014 0.0288184 -0.00457849 -0.0492196 -0.000161611 -0.00398992
internal_weight=54.2105 1.90692 52.3036 1.08131 0.194066 0.115792 0.0709754 51.2223 1.03754 0.131265 0.112169 0.0999589 0.0587698 0.0512412 0.0361252 0.0248788 0.0182437 0.0113742 0.0112464 50.1847 4.31384 0.935911 0.686912 0.127877 0.0878766 0.0695114 0.0471622 0.0330062 45.8709 2.88511
internal_count=4034 206 3828 335 81 77 51 3493 481 316 300 299 271 218 212 108 101 66 104 3012 235 180 172 159 117 98 96 94 2777 70
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 0 0 0 1 0 2 1 0 2 0 2 0 1 2 2 2 1 0 1 2 2 2 0 1 2
split_gain=0.000592923 0.0043891 0.00633284 0.00456316 0.00317268 0.0377718 0.00480598 0.0434565 0.00379638 0.0105859 0.00901579 0.0142778 0.015905 0.00732207 0.0373849 0.0161239 0.00288794 0.00514923 0.00260116 0.00315403 0.00230412 0.0019657 0.014826 0.0942666 0.047762 0.00995711 0.00840067 0.00654138 0.0445362 0.0459723
threshold=0.5398790455000001 0.41988263825000011 0.54228915300000013 0.54136103710000005 0.54562737640000014 0.54942965780000008 0.55481871800000016 0.55257327625000008 0.44805544745000009 0.55832160710000012 41.092444989200011 0.43590012275000006 0.56719858685000013 40.844669808050007 0.56719858685000013 40.80591513400001 0.5718990449500001 0.44214245080000009 37.784765830350004 40.340071172300007 41.178189531300006 0.39019789825000006 0.5231430197000001 0.39072183470000005 39.110279783550006 39.685256516350002 40.316494640950005 0.52688542260000015 0.39045238170000002 42.310579034350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 -3 -5 -6 7 -7 10 -10 13 -12 -13 14 -8 -16 -14 -18 -4 -20 -21 -1 23 -23 -25 -26 -27 28 -24 -30
right_child=1 3 18 4 5 6 8 -9 9 -11 11 12 16 -15 15 -17 17 -19 19 20 -22 22 27 24 25 26 -28 -29 29 -31
leaf_value=-0.00017334444978237972 -0.013152653785508416 0.0094953933321410573 0.002230194269905051 -0.0059457264349521283 0.063325416812926111 -0.10115165293205448 -0.10133537645112703 0.055886569485740126 0.042183520719040399 0.00068076768720866875 -0.10049897167647677 0.010102406887650519 -0.10101956773617991 0.0032083940712020332 -0.013503703562851174 0.10033635904671848 0.030086884781663232 -0.10023260662620526 -0.010246937762804657 0.0037092467531604362 -0.0053966838176306552 0.0557577226598375 0.0024249311446849792 -0.10867157983886318 0.10026493276526999 -0.10099391331930695 0.081975222195129246 0.001510567752046318 -0.10171198942190413 0.059453982290241382
leaf_weight=36.097540842037944 0.57908273941302324 0.55711427813639591 1.061693069759315 0.77214551506983742 0.095187968340269324 0.036916715343522699 0.039409424963858242 0.033714650272600011 0.062466169901682966 3.8056541739424472 0.023765174729646787 0.074766998276004415 0.018160612449491964 0.52243132953299209 0.035440988977290644 0.019172103144228458 0.0057998908289480511 0.0063531424944560655 0.55659005218149094 0.53418786358088233 0.57914465455961306 0.23672904668591968 0.5645428729476395 0.066117023404456354 0.015938445925712592 0.0060948984841386888 0.0042654728626227642 7.6703514989925683 0.084523664191507974 0.022386769949382657
leaf_count=1876 20 13 34 46 17 21 61 26 12 1020 23 22 13 16 54 2 20 27 24 6 88 14 9 18 2 4 71 342 63 70
internal_value=-3.10738e-07 -0.000721465 -0.00365363 0.000867716 1.87773e-06 0.000962787 -0.000304529 -0.0261922 9.1811e-05 0.00135099 -0.00644338 -0.0305009 -0.0146701 -0.00141508 -0.0271052 0.0264602 -0.0757701 -0.0380392 -0.0016399 -0.00410041 -0.00102757 0.000151419 0.00150342 0.0223203 -0.0633318 0.0506556 -0.0256636 0.000682044 -0.00878261 -0.0679642
internal_weight=54.1877 9.4192 3.3107 6.1085 5.55138 4.77924 4.68405 0.0706314 4.61342 3.86812 0.7453 0.128846 0.105081 0.616454 0.0940225 0.0546131 0.0303136 0.012153 2.73162 1.66992 1.11333 44.7685 8.67095 0.329145 0.0924158 0.0262988 0.0103604 8.3418 0.671453 0.10691
internal_count=4034 1565 172 1393 1380 1334 1317 47 1270 1032 238 105 82 133 117 56 60 47 152 118 94 2469 593 109 95 77 75 484 142 133
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 1 2 1 1 0 0 0 1 0 2 0 1 0 2 2 2 1 2 2 2 2 1 2 1 0
split_gain=0.000605217 0.00180967 0.0161892 0.00170365 0.000996685 0.010541 0.00168998 0.0159935 0.0413139 0.0148619 0.01353 0.0336297 0.0020642 0.00305237 0.00102332 0.0179472 0.0233917 0.00738047 0.0070204 0.00414236 0.00186239 0.00585709 0.00249531 0.00332054 0.00290001 0.0164292 0.00924976 0.00190665 0.0103742 0.0104407
threshold=35.171584490050009 0.38052752915000004 0.54386096225000014 0.50086823750000009 36.242939472700009 0.36698003050000011 37.038444968100009 0.36575252235000005 0.38370108680000009 0.5017514446000001 0.52863686715000002 0.5296248615500001 0.42114008565000011 0.56294721715000018 37.828051409500013 0.5231430197000001 0.37286308795000006 0.54386096225000014 37.445036092900004 38.064633603500006 38.400997490450003 0.34440585610000002 38.748048509250005 38.969453495950006 39.525197829750006 39.420767558750008 0.39072183470000005 40.206947806850003 0.34494476210000008 0.48351845755000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 7 9 -9 -6 -10 -12 -13 -14 15 16 18 -17 -8 -16 21 -21 -22 -24 25 26 -25 28 -26 -30
right_child=4 2 -4 -5 6 -7 14 8 10 -11 11 12 13 -15 19 17 -18 -19 -20 20 22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=-0.00025803144117379117 0.029338629220311104 0.042051610693484037 -0.0043574233101982785 -0.0079523389677842293 -0.058766696066205805 -0.0019758140062536094 -0.028895028759351585 0.10053646381330583 -0.057613228129776664 0.0008788241196187144 0.1003988690883976 -0.10052560740511368 -0.10025560410621535 0.043202941768416964 -0.0082894199090256856 -0.0096056317711937511 0.060986971237213944 0.006001939771965616 0.020742040643814734 -0.0020426257386424343 -0.0061578291784971442 0.010284326692953226 0.0070183915791846426 0.007866392172722966 0.012821323282078134 -0.0249858156258412 -0.0081813451630518546 -0.00014185350105159428 -0.006210328729475606 0.0035213795951980599
leaf_weight=0.57060480478344289 0.13158829191116206 0.088646397603952154 0.49427901453181872 0.58055338388589917 0.080914246151994579 0.58712072630984968 0.055335953098631374 0.041911301203072071 0.045949009099988558 0.086364498361945152 0.023585137911140919 0.013080572091922704 0.003003440000689305 0.0029300635172187228 0.59913467723281044 0.63327832643114568 0.11208922159858048 0.58089954134507771 0.058740685927887171 0.86076635989509009 0.65647996792490104 0.69803150129895308 0.67408657597412158 0.77547584212572818 0.7446760690163553 0.30857733411063737 0.66905336745065114 39.095584640989109 1.6874570198545913 3.1798693165848211
leaf_count=136 39 25 199 11 45 76 19 3 17 6 2 17 8 43 51 22 12 65 21 9 62 67 46 41 25 47 67 2641 30 182
internal_value=-1.59149e-06 -0.00183962 0.00270007 -0.00413843 5.92277e-05 0.00375754 7.80286e-06 -0.00750443 0.01874 -0.0279723 -0.0199756 0.0206216 -0.0783344 -0.0294134 5.13269e-05 0.00267918 0.028543 -0.0021385 -0.00333576 -2.44503e-05 7.58906e-05 0.0034774 -3.50556e-05 5.02206e-05 -5.08788e-05 -0.00404061 0.000433664 0.000105569 0.00182922 0.000147486
internal_weight=54.1401 1.73408 0.582925 1.15116 52.406 0.718709 51.6873 0.297738 0.13046 0.167279 0.0885482 0.0425992 0.0190141 0.0059335 51.3895 1.44034 0.226166 1.21418 0.114077 49.9492 49.3501 1.5588 47.7913 47.1348 46.4607 1.75311 1.44453 44.7076 5.612 4.86733
internal_count=4034 371 224 147 3663 115 3548 141 90 51 87 70 68 51 3407 139 52 87 40 3268 3217 76 3141 3079 3033 155 108 2878 237 212
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 2 1 0 0 2 2 1 2 1 2 2 0 2 0 2 2 2 1 0 0 1 1 0 0
split_gain=0.000622768 0.00339889 0.00573496 0.0151658 0.00532191 0.0371654 0.00298971 0.00880436 0.00235678 0.000838052 0.000826193 0.00569549 0.0112288 0.0267711 0.0532768 0.0045328 0.00435041 0.0284974 0.00668279 0.00277124 0.00233046 0.00683454 0.00843908 0.00220523 0.0020468 0.00990589 0.0157863 0.0117599 0.0249129 0.00646997
threshold=0.56643513670000012 0.43837010870000009 41.741384785950011 40.280372415600006 39.458743938000005 39.420767558750008 42.402981339000007 0.45107930900000009 0.56341127510000011 0.5696985120000001 39.896141435400004 39.420767558750008 0.34524415440000006 39.664548207900005 0.39045238170000002 40.00488309970001 38.903925214650009 0.51505942935000004 38.478081868400004 0.5231430197000001 40.137820134150012 40.206947806850003 40.316494640950005 0.42039160505000012 0.50086823750000009 0.52366695610000014 0.36575252235000005 0.37413550490000008 0.5223196910500002 0.52005927965000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 7 -6 10 -8 11 16 -13 14 -14 -12 18 -18 23 -19 -17 -22 -23 24 -1 26 -26 -28 29 -29
right_child=1 4 -4 -5 6 -7 9 -9 -10 -11 15 12 13 -15 -16 20 17 19 -20 -21 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0021760185460769667 -0.016325990303452564 0.0022546067062043378 -0.0085214994233132214 0.10024432588011462 -0.051876009090919641 0.10038353638674224 0.0024928455888191523 -0.0041527499095238476 -0.006209105390098564 -0.0024822630340124788 0.0046792822678147173 0.014725164480390133 -0.077551356868184942 -0.0027762997606321574 0.008175856817935449 -0.0044317429347001348 -0.0050901628913485398 0.02255408294964752 -0.01000616810794127 0.041462515610361357 0.01020772545409806 -0.0094754396493260343 0.00014818295340690389 0.0063673040505456569 0.014558891023915511 0.00083318267612978976 -0.044925306790578941 -0.0059058124667105581 -0.051161803914332706 0.030177270893631689
leaf_weight=2.3233665986304466 0.021044993923341138 0.52724852122045174 0.035017325980263081 0.02376236260170117 0.04168960167248803 0.041644678579785932 1.0222241117210584 0.53158149811386801 0.61961860376103928 0.50627208348536523 2.1354286771820616 0.23317590537044353 0.15052717662274506 1.3416642998167843 0.13984104299743194 1.1786102042249584 0.66489778725258464 0.16205974784679711 0.67349657911665861 0.1485703948783339 0.65523953046067518 0.93488638545386393 35.978772274540468 0.57649199994707867 0.15412056515924666 2.8370865140302648 0.15434611162442025 0.11941958992910884 0.10317963582065204 0.085108250516896078
leaf_count=298 28 354 31 13 39 6 61 236 61 354 23 21 19 63 29 37 34 14 54 31 16 31 1908 62 9 127 15 31 13 16
internal_value=-5.90883e-07 0.0014654 0.0217985 0.0454939 0.000857657 0.00943794 -0.0014648 -0.0076233 -7.90842e-05 0.000844978 -4.2418e-06 -0.000825524 -0.0058018 -0.00873459 -0.0362652 0.00019398 0.00033439 0.0065921 -0.000534387 0.0315977 -5.32114e-05 8.41517e-05 -9.55478e-05 0.00046972 -0.000118843 -0.00166283 -0.0131554 -0.0223996 -0.0111008 0.0091091
internal_weight=54.1204 2.75049 0.0798247 0.0448074 2.67066 0.568893 2.10177 0.573271 51.3699 1.5285 50.7503 9.86735 1.86521 1.63203 0.290368 40.8829 8.00214 0.975528 7.02662 0.31063 38.7475 37.5689 36.9137 6.35312 5.77663 3.45326 0.616174 0.462054 0.307707 0.204528
internal_count=4034 1122 72 41 1050 360 690 275 2912 415 2851 836 132 111 48 2015 704 79 625 45 1992 1955 1939 571 509 211 84 75 60 47
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 2 1 0 1 1 2 2 1 2 2 2 1 0 0 1 2 2 2 0 0 1 1 1 2
split_gain=0.00051391 0.00288589 0.00501353 0.0140379 0.00437715 0.0340005 0.0024232 0.00738224 0.00190219 0.000878293 0.00107619 0.0147592 0.0292266 0.050125 0.051984 0.0108742 0.00554139 0.00778494 0.0038655 0.00619948 0.00290035 0.00253882 0.00308106 0.00172224 0.00119192 0.0104725 0.0314114 0.0782397 0.00994248 0.0410907
threshold=0.56643513670000012 0.43837010870000009 41.741384785950011 40.280372415600006 39.458743938000005 39.420767558750008 42.402981339000007 0.45107930900000009 0.56341127510000011 0.45036076765000005 0.41988263825000011 41.066313126200008 42.141702038450013 0.42114008565000011 43.077238082650005 40.00488309970001 43.487767439550005 0.43639411995000005 0.5398790455000001 0.54228915300000013 0.41714319930000004 37.784765830350004 40.340071172300007 41.178189531300006 0.5223196910500002 0.51675099550000014 0.38733870245000007 0.38906020780000011 0.39587138110000003 39.792680591700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 7 -6 9 10 18 15 -13 -14 -15 -12 -16 -18 20 -20 24 -21 -23 -24 25 -1 -27 -28 29 -26
right_child=1 4 -4 -5 6 -7 -8 -9 -10 -11 11 12 13 14 16 -17 17 -19 19 21 -22 22 23 -25 28 26 27 -29 -30 -31
leaf_value=1.4231074813261169e-06 -0.014730418129069648 0.0020321659188255949 -0.0076749630681077988 0.10022104837537299 -0.047930942976241689 0.10034657697999672 0.00076112286419876499 -0.0037279331297885793 -0.0055702781984277548 -0.003747856960162309 0.0094836461213360021 0.061038379893092125 0.10033392669406097 -0.08420913063118711 0.090995817017958239 -0.0065225960382233814 -0.10016573376546922 0.09825204332613155 -0.012759703270018614 0.0024569505090300172 0.0053183013496466728 -0.0098722053561616438 0.0033461857210258733 -0.0045320184761626506 0.001434546409480408 -0.054948504773272649 0.062282589885192169 -0.04743127335432603 -0.00046888186000676495 0.049289171791981751
leaf_weight=35.520002258064011 0.020994918314388378 0.52650536836582063 0.034993069259769527 0.021505815093405545 0.040665252068663338 0.037694835860548892 1.527627228014836 0.53286988342245234 0.62150695896225627 0.61903709909439086 0.65548946244861817 0.11912279464213421 0.033744496759027257 0.076263290966423369 0.024285030221108173 1.2041693298035765 0.0041361656447399947 0.003788663803884873 0.57821200998114308 1.0632986125439745 1.0757968131239994 0.55621392889133847 0.53290323098190107 0.57894135971741889 1.1377422968160766 0.13765608978096011 0.12254617759026587 0.13841321529744022 6.3307735916915826 0.21302619385471633
leaf_count=1817 28 354 31 13 39 6 415 236 61 44 90 31 4 28 6 35 72 18 20 30 18 22 6 71 79 26 11 37 284 102
internal_value=-3.38875e-07 0.00133331 0.0203565 0.0434362 0.000780224 0.00860066 -0.00131971 -0.00686205 -7.15797e-05 -4.2078e-06 4.20428e-05 0.0022464 0.0244987 -0.00610733 -0.0392197 -0.000880742 0.0673017 -0.00530713 -5.53916e-05 -0.003353 0.000188893 -0.00136165 -0.00379581 -0.000756023 6.23295e-05 -0.000179463 -0.016298 0.00409021 0.00119294 0.00898158
internal_weight=54.0899 2.74286 0.0774938 0.0425007 2.66536 0.5642 2.10116 0.573535 51.3471 50.7256 50.1065 2.121 0.26134 0.142218 0.108473 1.85966 0.0322099 0.00792483 47.9855 3.30957 44.676 2.73136 1.66806 1.11184 43.6002 35.9186 0.398615 0.260959 7.68154 1.35077
internal_count=4034 1122 72 41 1050 360 690 275 2912 2851 2807 284 159 128 124 125 96 90 2523 149 2374 129 99 77 2356 1891 74 48 465 181
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 2 2 1 0 1 0 0 2 2 2 2 1 2 1 0 1 0 0 1 0 1 1 2 1
split_gain=0.000540754 0.00693872 0.00487884 0.00291759 0.0531949 0.0120366 0.00873968 0.00596857 0.033402 0.0779224 0.0133107 0.00540952 0.0146787 0.0859528 0.0215973 0.0240723 0.00537053 0.00497212 0.00484034 0.0208358 0.0602132 0.0281854 0.00528176 0.0121966 0.0051719 0.00480681 0.00608237 0.00382212 0.00355039 0.033583
threshold=41.436838994450007 41.535369675400013 41.385032804600009 0.3459626957000001 0.34614233110000009 0.34569324270000007 41.674196414850009 42.434124620650003 0.34521421515000011 0.47961138885000004 0.34515433670000012 0.48797940185000005 0.48271009850000007 41.741384785950011 42.094663496250007 42.198888176300009 42.779078631750004 0.34527409360000011 41.872294782850005 0.34623214870000002 0.49336846205000007 0.36491422415000008 0.54386096225000014 0.55769288345000012 0.43724738780000011 0.48351845755000006 0.34641178410000012 0.34524415440000006 42.094663496250007 0.34988473400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 -3 8 10 -10 -8 12 13 -7 -15 -16 -9 27 19 -6 -21 -22 -23 -24 -25 -20 -27 -18 29 -28
right_child=1 3 -4 4 18 11 7 16 9 -11 -12 -13 -14 14 15 -17 17 -19 25 20 21 22 23 24 -26 26 28 -29 -30 -31
leaf_value=7.9501806504484449e-05 -0.0093062633805023678 0.011290289722223339 0.0087991855945551423 -0.05674936710716956 0.0010829378650266507 -0.050161259453674202 -0.0094143118400508742 0.0084638706671238892 0.0092843014544862889 -0.10199557748874513 0.01146202880458469 0.0018080240444279952 0.0068633112906308765 0.10172130587681005 0.10058032483415183 -0.060134367938893533 -0.00041161014887079186 -0.0068855939878785244 0.0091384924360548136 -0.10728460895758236 0.10053426119426928 -0.061619211811161805 0.089903214185804894 -0.10033022409051535 0.015662216769732156 -0.010381288395235369 -0.013282701871013059 0.0084827566959725185 -0.00047709313722658095 0.019506139301734036
leaf_weight=32.574251654851984 0.83925136577108261 0.61447416264099253 0.65456917241949852 0.1695972264244564 0.50366603313159219 0.076097154989839266 0.67567549898114243 0.70578356318441127 0.14290820544226779 0.11243263471260434 0.55734575386213692 0.50949425529688597 0.61901676608249545 0.11411284003406763 0.017346926033496857 0.020140382428852632 4.0482708221514239 1.0816651815384579 0.57865795884423477 0.071799281065295872 0.027834391046781093 0.02224497831308625 0.01020706400254312 0.0089541907946113497 0.0067357368757321448 0.55727668385952611 0.55199756845831671 0.54861626875936043 6.9183122273007811 0.71955930788899991
leaf_count=1948 46 16 16 37 3 2 72 63 28 17 4 3 8 4 1 83 244 80 125 8 3 20 9 7 48 5 4 6 1042 82
internal_value=8.60292e-07 -0.000398612 0.000251269 -2.46414e-05 -0.00121454 0.00120194 -0.00019591 -0.00109242 -0.00679508 -0.0397149 2.21353e-05 0.00994972 0.0148488 0.0365582 0.0800879 0.014235 0.000237021 -0.000785489 -0.000270538 -0.00860424 -0.0416212 0.0204321 -0.0258807 0.00481787 -0.0505343 0.000311602 -0.000272332 0.00064989 0.000415529 0.00527212
internal_weight=54.0583 20.8295 33.2288 19.9902 10.1468 9.84338 8.48717 7.8727 1.48836 0.255341 1.23302 1.35621 0.846714 0.227697 0.1516 0.0374873 6.38434 5.67855 9.97725 0.651442 0.147776 0.0759764 0.048142 0.025897 0.0156899 9.3258 8.74715 4.59689 8.18987 1.27156
internal_count=4034 2070 1964 2024 1393 631 530 514 121 45 76 101 98 90 88 84 393 330 1356 98 95 87 84 64 55 1258 1133 250 1128 86
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 1 2 2 0 0 0 0 0 0 0 0 0 2 2 1 1 2 2 2 2 1 2 1 2 0
split_gain=0.000531714 0.00893308 0.0084601 0.0263501 0.0026842 0.0216416 0.00686224 0.0263713 0.0400925 0.0150602 0.00517171 0.00789516 0.0249769 0.00455026 0.00441973 0.0062582 0.00448559 0.00343257 0.0099434 0.0096724 0.00490403 0.0025153 0.012516 0.0108955 0.0208546 0.00666144 0.0361596 0.0111212 0.0209026 0.011991
threshold=0.48447651265000008 0.48351845755000006 0.48797940185000005 41.50623664750001 0.34560342505000002 0.34551360740000009 41.898943182100005 42.141702038450013 0.48119816770000007 0.47916230050000003 0.4815274992000001 0.48306936920000004 0.48244064550000004 0.47883296910000012 0.4778150355000001 0.47769527860000011 0.47709649410000005 40.984321400500008 41.360869295700006 0.34587287805000005 0.34575312120000007 40.159267750750011 39.664548207900005 40.563919884450009 40.720231579350006 0.34479506600000004 41.898943182100005 0.34518427590000006 41.319407281650008 0.48028502140000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 17 -8 9 13 -10 12 -12 14 15 16 -9 20 -19 -20 -6 22 -1 -23 -25 26 -26 28 -27 -30
right_child=2 -3 -4 -5 6 -7 7 8 10 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 23 -24 24 25 27 -28 -29 29 -31
leaf_value=0.001804502564873133 0.029331571619964292 -0.0086281041227256328 -6.0658301831171541e-05 -0.0023935454332080081 0.00045854048890257263 -0.018254473173134996 0.0030879102237425828 0.031216153875732414 0.098447488903860347 -0.10072942393457628 -0.10070866584295619 0.10068656091970259 0.10037523753694816 0.1000847532204982 -0.1000616939841914 0.10005738971737976 -0.076974768753879777 0.0095025349323406803 0.0044075507881597177 -0.0086294758378074859 -0.011173854975621811 0.0062805634176909186 -0.011162669777731071 -0.018876027529995881 0.023615734303828982 -0.021860595197404711 -0.00075791034615978756 0.0011883713803840807 0.0037242276044115435 -0.012901442238446477
leaf_weight=2.3310673176866135 0.4026925890357258 1.2322831739147648 25.238484922315902 0.74829284124716366 1.0185687476769087 0.6627535370848453 1.1807399532427778 0.0081934715987096451 0.063861719740089029 0.018254698311011452 0.010526032652705908 0.020479410886764526 0.014950781369407196 0.0051168599165976039 0.0039793580290279343 0.0061350101605057708 0.0071991916220213179 1.1564035365473162 1.1795565738575535 1.0995891158450843 0.56260530280853327 2.827904653733639 1.0935287338115811 0.59370841132510932 0.74009854280713838 0.67439118481706684 3.4275901376924125 5.6621144953965086 1.3765921150970828 0.6334204003214835
leaf_count=242 37 34 2588 48 6 23 16 107 3 15 3 1 51 2 19 4 23 15 11 35 63 37 24 67 65 17 269 142 57 10
internal_value=7.3168e-07 -0.000306034 0.000321704 0.00870605 8.27227e-05 -0.000485615 0.0018731 0.00823204 0.0465056 -0.0288343 0.0800384 0.0544568 0.0172952 0.0140219 -0.00324286 0.014654 -0.019385 0.000175299 0.00194986 -0.00188225 -0.00368044 0.000122656 -0.00233612 0.000651046 -0.000563467 0.000305331 0.00357036 -0.00132501 -0.00662638 -0.00151506
internal_weight=54.0011 27.6116 26.3895 1.15099 26.3793 20.0232 6.35616 1.33944 0.158697 0.0488786 0.109818 0.0459562 0.0254768 0.0306239 0.025507 0.0215277 0.0153927 5.01672 3.43555 2.27915 1.58117 19.3604 3.4246 15.9358 13.1079 12.5142 4.16769 8.34652 2.6844 2.01001
internal_count=4034 1361 2673 85 1327 953 374 244 228 170 58 55 54 155 153 134 130 130 61 46 69 930 266 664 627 560 334 226 84 67
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 0 1 0 0 1 2 2 0 2 2 1 1 1 2 2 2 0 1 2 2 1 0 2
split_gain=0.000600207 0.00715344 0.00300682 0.00195273 0.00560052 0.00300763 0.0053043 0.00951299 0.00655024 0.00203614 0.00180994 0.00159038 0.00202003 0.00195745 0.00183572 0.000916254 0.00694133 0.00571026 0.00520639 0.0307005 0.00718671 0.00473458 0.0195015 0.0177756 0.0181584 0.01077 0.0075931 0.00337211 0.0211607 0.00841784
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.3453339720000001 0.34524415440000006 0.34515433670000012 0.34479506600000004 0.47736594710000008 0.34503457980000002 0.47769527860000011 0.47700667645000011 0.31100865245000009 39.952536079750011 49.420225120050006 0.46898296455000005 39.952536079750011 39.685256516350002 0.41804137600000008 0.34674111555000003 0.36359689830000008 38.244973486750006 40.159267750750011 40.241071441700008 0.48351845755000006 0.39091643965000006 40.003678352300007 40.377444152000002 0.37078231190000005 0.51505942935000004 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 11 -8 -10 -5 13 14 -1 -13 16 18 -18 -4 20 -20 23 -23 -17 -25 -26 -24 29 -29 -21
right_child=2 -3 15 10 -6 -7 8 -9 9 -11 -12 12 -14 -15 -16 21 17 -19 19 27 -22 22 26 24 25 -27 -28 28 -30 -31
leaf_value=0.004809047658303269 0.0068578182580224635 -0.010819786101079608 0.0087449378810615635 -0.001847254946744625 -0.0074292136686324841 0.0049162087001501089 -0.012452398657646635 0.01228046188969734 0.0039336619223510451 -0.0047408881130034022 0.0052310187232090591 -0.0026576149315800136 -0.005319359545927077 -0.0017058814171417723 0.00424948230643907 -0.0065526078279879389 -0.020090065365103854 -0.0029693983557031148 -0.023941168477181154 -0.0018852806418431728 -0.06574605329138386 -0.016758855815081384 0.010083955127420824 0.022481953746827817 0.012005720113760618 -0.0073865030892448225 7.0606879334338479e-05 -0.039441416168149918 0.00025981440801315926 0.016616670815616762
leaf_weight=0.97853259122778735 0.66317229659762134 0.65087272264827412 0.6364489134575767 0.51913817716788635 1.0638611292018243 1.1963970627311935 0.734093126454331 0.66558217820056587 0.56514171745756214 0.51917399410012877 1.1878131647763437 0.91923175427392034 1.1185647596892208 0.87229222268797457 0.66180996408047577 0.99921369246669955 0.31730543152298141 0.5046349864648394 0.088877353689895133 0.60673471996017247 0.076532700880420634 0.68273993632355612 0.77827204763893121 0.71545057112234633 0.56506433791946598 0.58071732372034646 28.085406049852214 0.13709500661722263 6.4743379488337665 0.41348629473941401
leaf_count=190 15 31 19 189 31 36 57 12 65 8 76 158 147 6 24 8 38 34 26 17 19 26 49 14 5 57 1827 34 775 41
internal_value=2.32015e-06 -0.000633206 0.000177285 -3.05531e-05 -0.000601487 0.00028102 -0.000507321 0.00111403 -0.00515808 -0.000219742 0.00307829 -0.000519265 -0.00206721 0.00173857 0.000233634 7.09456e-05 -0.000806572 -0.00957873 4.83738e-05 -0.000661498 -0.0432836 0.000321566 -5.45195e-05 0.00420627 0.00998224 0.00217715 0.000340604 0.000262303 -0.000563432 0.00561339
internal_weight=53.978 11.6525 42.3255 11.0016 9.29468 8.23082 7.03442 5.21601 1.81841 1.08432 1.70695 4.55043 2.69961 1.85082 1.58104 41.6623 9.25545 0.82194 8.43351 7.79706 0.16541 32.4069 29.5464 2.86045 1.86123 1.14578 28.8637 7.63165 6.61143 1.02022
internal_count=4034 1030 3004 999 734 703 667 537 130 73 265 525 329 196 182 2989 1003 72 931 912 45 1986 1902 84 76 62 1876 867 809 58
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 1 1 2 0 1 2 2 0 2 2 1 0 2 2 2 1 1 1 2 1 2 2 1 0 0
split_gain=0.000735287 0.00435286 0.00501475 0.00412984 0.00376403 0.0740024 0.0381291 0.0110246 0.0100593 0.00352076 0.00346207 0.0116087 0.0169669 0.0138695 0.0195706 0.019113 0.0115258 0.00240911 0.00415298 0.0302808 0.0111627 0.00159626 0.00753151 0.00127377 0.00127856 0.000980737 0.0213715 0.00517143 0.0161428 0.00388273
threshold=0.5398790455000001 0.41911918805000009 37.784765830350004 0.54136103710000005 40.844669808050007 0.42114008565000011 0.42209814075000007 40.636252116050009 0.55257327625000008 0.41714319930000004 42.536568606950006 41.066313126200008 0.55677973715000018 42.47354681640001 41.092444989200011 0.45036076765000005 0.58650938595000024 40.206947806850003 39.184300550350009 39.458743938000005 0.43837010870000009 0.41804137600000008 0.41615520495000008 38.625745710700009 0.42290649980000011 39.525197829750006 39.420767558750008 0.39670967935000007 0.52770875125000016 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 -3 6 -6 -5 17 -7 -4 11 -10 -13 14 -14 -16 -17 18 23 -20 -21 22 25 24 -8 26 27 28 29 -1
right_child=1 3 9 4 5 8 7 -9 10 -11 -12 12 13 -15 15 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015723212399834392 0.0018493254928899335 0.0090022968048478012 -0.012877186308365318 -0.051066279844702946 0.098046022988599393 -0.025991457955477023 0.0023428290955690191 -0.036592108159632403 0.0010305133415272926 -0.0039762902429990483 -0.0020334539406568933 0.092469990913515321 0.10052735884420785 0.075469342588414035 -0.043758208057514868 0.083911413260913795 -0.10015415531491981 0.0070728834044196699 0.030724346765368244 -0.0014249207400604501 -0.10259706703376047 -0.0037276849140104348 0.0084965638738624064 0.0044876990694828122 -0.004668913990668805 0.00023634942400073213 -0.031192732637765116 -0.0090955806462192906 0.031662714070765319 0.0054343738435284512
leaf_weight=3.4029181496367418 1.0735125528419707 0.55458319211265905 0.61961550212961958 0.154156981587107 0.07871536636957932 0.14398614598349047 0.50792560726404246 0.078697836181809921 1.0301827271801189 1.5714749474430787 1.5314179395648855 0.033749651192920171 0.016172023657929913 0.029187277880737383 0.074617671107375827 0.022121001927321915 0.0040201894228724102 0.57651383210978213 0.058356150461392642 0.015298193794933468 0.037980185555164026 1.0256708723824193 1.0834797309313504 0.61681546463597303 0.53290118863905234 37.108893576169436 0.22764951506724163 0.54477491264263456 0.16770602061296802 1.0303459826579766
leaf_count=391 32 13 103 31 14 34 2 32 39 23 438 7 4 10 35 20 116 47 28 17 72 108 9 49 399 1755 33 62 20 91
internal_value=2.53818e-06 -0.000803138 -0.00375 0.000774641 -4.85726e-05 0.00238198 -0.00284251 0.000223714 -0.000227737 -0.00649336 0.00112541 0.00512322 0.028564 0.0138033 -0.00158931 -0.0179793 0.0556044 0.00145883 -0.000370493 -0.0190398 -0.0735468 0.00017169 0.000263494 0.000886799 -0.00124717 5.35151e-05 -0.00120915 0.000117337 0.00120819 5.61223e-05
internal_weight=53.9534 9.362 3.2646 6.0974 5.54282 2.96417 2.57865 2.42449 2.88545 2.19109 2.74147 1.21005 0.179868 0.146118 0.116931 0.100759 0.0261412 2.34579 1.76928 0.111635 0.0532784 44.5914 43.5658 1.65764 1.04083 42.4823 5.37339 5.14575 4.60097 4.43326
internal_count=4034 1565 158 1407 1394 717 677 646 703 126 669 231 192 185 175 171 136 614 567 117 89 2469 2361 450 401 2352 597 564 502 482
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 0 0 2 1 2 2 2 0 0 1 0 1 1 2 2 0 2 0 1 1 2 0 1 2
split_gain=0.000591224 0.00359655 0.00407597 0.00334182 0.00350009 0.0310638 0.00506372 0.0312481 0.00312427 0.00264726 0.0066632 0.0124266 0.0137988 0.0043325 0.00248405 0.00159219 0.0014285 0.0176018 0.033342 0.0304772 0.0261679 0.0103325 0.0627276 0.00821659 0.0243357 0.0639804 0.0547197 0.0127344 0.00796821 0.0385583
threshold=0.5398790455000001 0.41988263825000011 0.40509266190000009 0.54136103710000005 0.54562737640000014 0.54942965780000008 0.55538756325000016 0.55257327625000008 37.784765830350004 0.44805544745000009 41.092444989200011 41.827117825850003 42.558389508100007 0.5654770815500002 0.56188437470000008 0.41804137600000008 0.50339810185000011 0.37078231190000005 0.3782970569500001 41.257403903850005 41.898943182100005 0.51675099550000014 40.241071441700008 0.5223196910500002 0.38733870245000007 0.38906020780000011 39.420767558750008 0.5231430197000001 0.36491422415000008 37.999598532650005
decision_type=2 2 2 2 2 2 2 2 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 8 -3 -5 -6 7 -7 -2 10 -8 -12 -13 -14 -11 -4 28 19 20 -18 -19 22 -20 24 -23 -26 -27 -25 -1 -30
right_child=1 3 15 4 5 6 9 -9 -10 14 11 12 13 -15 -16 -17 17 18 21 -21 -22 23 -24 27 25 26 -28 -29 29 -31
leaf_value=3.320218194797099e-05 0.0034630072053112161 0.0081545483403112681 -0.011050987467159505 -0.006349589794591522 0.058809140007896867 -0.10094707365052001 -0.0010916835323235754 0.036776415441526607 -0.0056646453747575612 0.018483344803119771 -0.080754063122703723 0.018020012553138464 -0.008763878550890912 -0.10068582518140257 0.00092096011637753876 -0.0045809826180617736 0.047471726048882862 -0.063591874820599706 0.066775000723307359 -0.0084504271436677113 0.0051284889841861957 -0.050129128312936588 -0.019858804327742896 0.020343278532901118 0.057906567823323998 0.021714163866207458 -0.10578883080129314 0.00050422940340193016 0.0044713425892394893 -0.05741775500671023
leaf_weight=33.972021615828496 1.0452514670323574 0.55120087214254443 0.58378068026802044 0.75228970933392236 0.091141887233334162 0.030936349613511882 0.60435587231999033 0.035241014923030889 0.58480718073043636 0.082295675124214873 0.031593597082178349 0.060783650609664619 0.0074762837646176186 0.016320348965090048 3.7679876400605954 1.0915046220154918 0.21356409620784234 0.14304039369562715 0.14975856625873041 0.17925493341317633 0.090450095324570157 0.12385988687026372 0.18911873798031864 0.33646039862742227 0.11754760961048305 0.066257670731829421 0.068413366593161662 8.4301510423998494 0.3640172453042953 0.13914833022371925
leaf_count=1560 9 13 67 46 17 21 126 36 65 17 20 19 14 52 1012 31 20 44 23 35 28 21 30 29 11 15 26 508 37 82
internal_value=3.14481e-06 -0.000720429 -0.00337167 0.000732457 -1.40297e-05 0.000994017 -0.000142363 -0.0276061 0.000188329 0.000255264 -0.00530791 -0.0272414 -0.0072526 -0.0718063 0.00129634 -0.00683556 0.000154682 0.00120007 0.000360956 0.0219528 -0.0369708 0.00128028 0.0184269 0.000644732 -0.0138292 0.00399708 -0.0430578 0.00126565 -0.000151819 -0.0126438
internal_weight=53.92 9.33697 3.30534 6.03162 5.48042 4.72813 4.63699 0.0661774 1.63006 4.57081 0.72053 0.116174 0.0845803 0.0237966 3.85028 1.67529 44.5831 10.1079 9.71506 0.392819 0.23349 9.48157 0.338877 9.14269 0.376079 0.252219 0.134671 8.76661 34.4752 0.503166
internal_count=4034 1565 172 1393 1380 1334 1317 57 74 1260 231 105 85 66 1029 98 2469 790 735 55 72 663 53 610 73 52 41 537 1679 119
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 2 2 2 2 0 0 0 1 1 2 0 1 0 2 2 2 0 2 2 2 0 1 0 2 1
split_gain=0.000837503 0.0131562 0.0288006 0.0147376 0.010648 0.00570195 0.00639535 0.00729784 0.0216341 0.00281684 0.00306168 0.00254661 0.00556074 0.00113208 0.00112199 0.0167617 0.0223647 0.00787198 0.00620437 0.00345775 0.00224567 0.00653099 0.00221826 0.00369388 0.00283203 0.0117049 0.0470795 0.0419162 0.00277251 0.00898769
threshold=37.038444968100009 0.49880243110000005 36.124181380200007 0.36533337325000009 0.50008981770000005 36.79544512155001 36.010074051050005 36.242939472700009 36.491284729650012 0.51191581090000016 0.54386096225000014 0.45589952400000006 0.32058920395000007 0.33992994225000006 37.828051409500013 0.5231430197000001 0.37286308795000006 0.54386096225000014 37.445036092900004 38.064633603500006 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.525197829750006 0.5223196910500002 0.39072183470000005 0.56859076075000015 40.003678352300007 0.34554354660000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 9 -8 -9 -6 -11 12 -1 -14 15 16 18 -17 -2 -16 21 -21 -22 -24 25 -25 -27 -28 29 -26
right_child=14 4 -4 -5 5 -7 7 8 -10 10 -12 -13 13 -15 19 17 -18 -19 -20 20 22 -23 23 24 28 26 27 -29 -30 -31
leaf_value=0.040491638141024501 -0.026905778748154075 0.029065154170468406 0.095487180053963908 -0.10202651078683621 -0.0073960102457943881 0.017777790879465943 -4.8126701604978494e-05 -0.10253046864671189 0.0021994131579749997 0.0060265320988294215 -0.0028935848550357044 0.023016733043398838 -0.10036124950916479 -0.029333520722222596 -0.0075575458963161694 -0.0095312835344479978 0.06051338294828245 0.006595534560444833 0.019938672329296178 -0.0012622443520039061 -0.0058041906298950301 0.012050792378087143 0.0074107979813746215 -0.013256468076423389 -0.0042471408269916097 0.044572725833518061 -0.052306115680876855 0.0043875563105987185 -0.00012930177153938052 0.0061548989488272345
leaf_weight=0.0060598319606303469 0.055403272650439761 0.11681735160527784 0.013246347127714664 0.043257635261397809 0.61039148455984227 0.14025564139564206 0.074166203736170083 0.035036439959359927 0.045131051601618011 0.62967354425882138 0.9893874510669346 0.012845833581914046 0.0075634835302283432 0.0031905974869914852 0.59597678928672237 0.62922295853835652 0.10871134931221604 0.58324880160541792 0.057739489409641465 0.96144400431121624 0.65322113853569774 0.59748454627937608 0.67446125368903054 0.76322444964648528 1.2416257597069447 0.21472047851420939 0.16931463557278903 0.56756081801280089 40.764382445117896 2.5094073345542931
leaf_count=38 19 13 42 6 17 30 32 25 40 42 225 37 43 37 51 22 12 65 21 30 62 46 46 45 29 9 60 41 2735 114
internal_value=2.13848e-06 -0.00170539 -0.0401584 -0.0648001 -0.000450782 -0.00181683 -0.00296973 -0.0226562 -0.0435718 -0.00160694 0.000575563 -0.0105068 -0.0361189 -0.0792882 9.31794e-05 0.00285054 0.0281224 -0.00177362 -0.00299992 1.36233e-05 0.000105491 0.00384019 -1.69312e-05 6.36655e-05 -4.35232e-05 -0.00403131 0.0033677 -0.00863916 0.000110094 0.00271173
internal_weight=53.8742 2.72702 0.0861637 0.0729174 2.64086 2.52404 2.38379 0.154334 0.0801675 2.22945 1.61906 0.0296597 0.0168139 0.0107541 51.1471 1.43433 0.221854 1.21247 0.113143 49.7128 49.1168 1.55893 47.5579 46.9047 46.2302 1.71482 0.951596 0.736875 44.5154 3.75103
internal_count=4034 627 203 161 424 411 381 97 65 284 267 155 118 80 3407 139 52 87 40 3268 3217 76 3141 3079 3033 155 110 101 2878 143
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 1 0 0 2 1 2 1 1 1 1 0 2 2 0 2 2 2 2 2 1 0 2 2 0 0
split_gain=0.000690868 0.00863505 0.0258622 0.0120427 0.00460275 0.00857248 0.015823 0.0174069 0.00452353 0.00584589 0.00371944 0.0194007 0.0212635 0.0157681 0.00435762 0.001804 0.00159949 0.00189916 0.00107782 0.000922472 0.00744688 0.00553658 0.00397274 0.00365734 0.00749863 0.00523587 0.00430026 0.0108837 0.00914033 0.0499638
threshold=37.038444968100009 0.36359689830000008 0.50410167360000013 35.509685375550013 0.36533337325000009 0.36575252235000005 0.50278434775000014 0.51675099550000014 35.171584490050009 0.34398670700000006 36.010074051050005 0.38976377950000002 0.39736834230000012 0.3975479776000001 0.46280051495000007 0.54386096225000014 33.96174662340001 32.051492741500006 0.49880243110000005 40.206947806850003 40.316494640950005 40.137820134150012 40.040005255000004 39.896141435400004 0.34554354660000003 0.50278434775000014 39.420767558750008 39.525197829750006 0.52432561900000019 0.50410167360000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 -8 9 16 15 -12 -13 -14 -15 -9 17 -1 -5 21 -21 22 23 26 -25 -26 -2 -28 29 -29
right_child=19 4 -4 18 5 6 7 10 -10 -11 11 12 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.10007135051596334 0.00099177758400608666 0.0066113136476147073 -0.1035324331921208 0.047963572237467417 -0.030488561331467063 0.03999066455057642 -0.044699887526183008 0.0043266384369337043 -0.10032339469488255 -0.083957898909215345 0.036885073541868388 -0.10081807403182813 0.10000044065203394 -0.1001628444937232 0.043954830538747214 -0.0025989129869238778 0.067115469554783008 0.069152295640952488 0.10036209370262741 -0.0089636111820340508 6.3797858105892006e-05 0.0098242784241138192 -0.0072851479263538067 -0.0029595994015112533 0.0035277431497510617 0.014892287858959014 -0.02250587830461746 -0.011545739302865001 -0.0065366811692541592 0.054552605595296413
leaf_weight=0.0014542864827994662 6.3356396216061039 0.65921219764277372 0.031496251001954079 0.0061445205823194007 0.10755393933504809 0.087791443898879495 0.096957427962180875 0.60607914682395847 0.0065219320676987982 0.0055461278188486387 0.037282657925970894 0.037924615334151923 0.01205774066329468 0.0084834472680919149 0.0027873963759075951 0.991304049925266 0.0075445017496349465 0.0012191639288356981 0.010870763100683689 0.93630768805511522 38.003216179084632 0.64986606753539611 0.64543003009216171 0.98058197138016057 1.0239463792759265 0.67110462727737275 0.28357927353044909 0.3583828554519638 1.0753138347622093 0.16795428553086822
leaf_count=59 482 21 2 57 10 13 20 35 9 41 5 18 2 54 34 225 16 5 1 45 2596 31 30 5 5 53 47 35 47 31
internal_value=1.81479e-06 -0.00155167 -0.0360178 0.0180887 -0.000629977 -0.00303089 -0.00146061 -0.00349034 -0.0302798 -0.00130124 -0.00113435 -0.0199901 -0.054608 0.0205144 -0.0645211 2.87798e-05 0.0435634 -0.0229009 0.0814401 8.44007e-05 -0.000153268 0.000843493 0.000337832 0.000789362 0.00400069 0.00802719 -0.000255823 -0.0044486 -0.00125148 0.00954626
internal_weight=53.8496 2.71823 0.0707975 0.0393013 2.64743 1.98822 1.88067 1.79288 0.022286 0.0157641 1.69592 0.0985359 0.0612532 0.0233286 0.0112708 1.59738 0.010218 0.00267345 0.0170153 51.1313 38.9395 12.1918 11.5419 10.8965 2.67563 1.69505 8.22087 1.88523 1.60165 0.526337
internal_count=4034 627 190 188 437 416 406 393 130 121 373 113 108 90 88 260 80 64 58 3407 2641 766 735 705 63 58 642 160 113 66
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 0 0 0 1 0 2 2 2 0 2 0 2 2 2 1 1 0 1 1 1 1 1 2 1 0
split_gain=0.000635623 0.00355473 0.0048591 0.00280941 0.0026329 0.0022043 0.0271433 0.00765199 0.00192677 0.0205153 0.00528356 0.00456343 0.00414856 0.00278233 0.00333355 0.00268698 0.00181747 0.00141379 0.00192088 0.00131949 0.00687443 0.00124804 0.00472619 0.0460285 0.026477 0.0130479 0.0136969 0.00138387 0.00210008 0.00197452
threshold=0.5398790455000001 0.41988263825000011 0.40509266190000009 37.784765830350004 0.54136103710000005 0.54562737640000014 0.54646567465000018 0.55257327625000008 0.45628873390000008 0.56294721715000018 38.903925214650009 39.337369931850013 36.79544512155001 0.58415915690000009 42.402981339000007 0.56719858685000013 42.434124620650003 38.625745710700009 40.340071172300007 0.41804137600000008 0.41615520495000008 0.56294721715000018 0.42473279245000012 0.45036076765000005 0.44805544745000009 0.43691805635000008 0.43639411995000005 42.558389508100007 0.45280081435000008 0.57294691775000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 -2 -3 -6 -7 -8 21 -10 12 -12 15 -13 -15 -11 -16 -4 -19 20 -1 22 -9 24 25 26 -24 28 29 -23
right_child=1 4 17 -5 5 6 7 8 9 10 11 13 -14 14 16 -17 -18 18 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.1745208781360887e-05 0.0036001215385007695 0.007307859162301979 -0.002935235193602254 -0.0050468283451458448 -0.0049774665622346909 0.06849511710513824 -0.036493762008015539 0.00048774587084094437 0.070760880715330571 0.10006357434807137 0.051472871879562156 -0.10010275858288148 -0.10076985389025678 -0.10008005552791646 0.10008581635942274 -0.1000508432288225 -0.01518672465248975 -0.013317330651843649 -0.0050911515058036268 -0.0033824146194642492 0.0081204265695295121 0.0083344681299438259 -0.069251441425349156 -0.10145333112279019 0.070285581374357461 -0.10072439469645585 0.079103355922660004 -0.0014854150039265218 -0.00098733686754613205 0.00045278245896681512
leaf_weight=42.396105276754319 1.0458528104099971 0.54770306699992932 0.53383519406690982 0.58642530779638935 0.75588904975302273 0.058563415626622262 0.056791745958889694 0.53367908072686976 0.03591695507031966 0.0019199798116460434 0.0091920034276711249 0.0048972951111645466 0.013476276486194108 0.0025002518006536079 0.0025907645467668772 0.001031433885478765 0.002897499787327007 0.56370959206469684 0.57178764999503073 1.027948106717935 1.0801444057068668 0.76380082193694032 0.011605846662127384 0.046473422155031585 0.049645272374618798 0.018345581871017203 0.013418660164461471 1.5122450617584222 1.0268752500585403 0.54440072848631615
leaf_count=2352 9 13 34 65 46 8 30 17 16 1 28 124 86 202 1 191 263 23 41 108 9 80 55 12 7 11 4 68 47 83
internal_value=1.50085e-06 -0.00074965 -0.00338607 0.000493549 0.000697745 3.54188e-05 0.000839871 -1.18862e-05 0.000439019 0.0163985 -0.0343094 -0.00235639 -0.0772524 -0.0407551 -0.00437254 0.0301294 0.0392283 -0.00717957 -0.00917498 0.000158729 0.000242456 0.000176273 -0.003796 -0.0201855 0.0204185 -0.0366637 0.0102995 0.000871304 0.00239756 0.00505455
internal_weight=53.8197 9.31547 3.30161 1.63228 6.01386 5.46616 4.71027 4.6517 4.59491 0.0744225 0.0385055 0.0220778 0.0164277 0.0128858 0.00798852 0.00295141 0.00548826 1.66933 1.1355 44.5042 43.4762 4.52049 0.673168 0.139489 0.0930154 0.0433701 0.0250245 3.84732 2.33508 1.3082
internal_count=4034 1565 172 74 1393 1380 1334 1326 1296 912 896 618 278 590 466 192 264 98 64 2469 2361 384 106 89 77 70 59 278 210 163
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 2 0 0 0 0 0 1 2 2 2 0 1 0 2 2 0 2 2 2 2 2 1 2 1 1
split_gain=0.000687985 0.0115503 0.0248121 0.0137941 0.00838619 0.00404078 0.0052281 0.00998716 0.00304231 0.00246156 0.00294663 0.00128763 0.00839623 0.0160113 0.00102036 0.0136271 0.0190772 0.00609476 0.00289751 0.0018458 0.00562454 0.00231752 0.00309493 0.00232731 0.0021911 0.00472304 0.0275833 0.00163808 0.0078755 0.018214
threshold=37.038444968100009 0.49880243110000005 36.124181380200007 0.36533337325000009 0.50008981770000005 36.79544512155001 0.50465554925000011 0.5216909673500002 0.42018203045000008 0.44955240860000006 0.45994131915000008 0.39476362980000007 35.050303764500008 36.491284729650012 37.828051409500013 0.5231430197000001 0.37286308795000006 0.54386096225000014 38.064633603500006 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.110279783550006 39.420767558750008 39.577821550850011 0.39045238170000002 40.003678352300007 0.34554354660000003 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -8 -1 -10 -11 -9 -13 -14 15 16 -2 -17 -16 20 -20 -21 -23 -24 -25 26 -26 28 -27 -30
right_child=14 4 -4 -5 5 -7 7 11 9 10 -12 12 13 -15 18 17 -18 -19 19 21 -22 22 23 24 25 27 -28 -29 29 -31
leaf_value=-0.10014439056799627 -0.0028172311019344734 0.026094594478043527 0.094093708435455947 -0.10179681332479927 -0.01063581282261291 0.015004021776329849 0.023784187217773561 -0.00017697803928112062 0.057017963776628502 -0.063559331900285593 0.01916696449042651 -0.0024046811538240421 -0.1004181190089178 0.016578758991409991 -0.0069060661145944171 -0.0082007820269204106 0.056452094307444536 0.0059880173621879706 -0.0012392602553229278 -0.0059429753706281745 0.01114720597752396 0.0068161514242578687 -0.0058073640492452561 0.0054695547098370049 -0.035605882409091023 -0.0047346168551491014 0.017514008131936279 -0.00012074793722023985 0.017637080339859806 -0.00067167653695611408
leaf_weight=0.0032181463602475443 0.11260998858824667 0.11402274511056054 0.011783218388439209 0.038711796893039718 0.60383664563323769 0.1379150947378508 0.16227561611658092 1.0439121690515802 0.0063096740859296388 0.0074509526487119134 0.010199716443166362 0.51112862057331421 0.025398635361397748 0.021682971127996442 0.59888812289214044 0.63309283333666855 0.10489175538532436 0.5801638889402756 0.9615292488270214 0.65132754076878185 0.59250104883114318 0.6690195054969611 0.68793508558153504 0.73471432589633323 0.21060472351564552 1.1522528144487267 0.1824282888835258 40.751727697583839 0.80452099641524943 1.673845642709191
leaf_count=85 40 13 42 6 11 30 32 19 21 18 31 201 81 37 51 22 12 65 30 62 46 46 48 60 22 23 41 2735 34 70
internal_value=1.22662e-06 -0.00155513 -0.039558 -0.063459 -0.000428559 -0.00163529 -0.00260428 0.000144376 -0.00885239 0.00340917 -0.0157546 -0.00225005 -0.00612692 -0.0465364 8.33919e-05 0.00271624 0.0257658 -0.00141588 7.55386e-06 9.19289e-05 0.0034833 -1.89816e-05 6.33462e-05 -3.4445e-05 5.2819e-05 -3.60636e-05 -0.01095 6.05862e-05 0.00209596 0.00527166
internal_weight=53.7999 2.69785 0.0776735 0.0658903 2.62017 2.50615 2.36823 1.7644 0.0271785 0.0239603 0.0176507 1.60212 0.55821 0.0470816 51.1021 1.43076 0.217502 1.21326 49.6713 49.0724 1.55403 47.5184 46.867 46.198 45.5101 44.7754 0.393033 44.3823 3.63062 2.47837
internal_count=4034 627 203 161 424 411 381 370 155 70 49 338 319 118 3407 139 52 87 3268 3217 76 3141 3079 3033 2985 2925 63 2862 127 104
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 1 0 1 2 2 2 2 1 0 0 2 0 0 1 1 2 1 2 2 1 0 2 1 1 2
split_gain=0.000608234 0.00386758 0.00347944 0.00277685 0.00549963 0.00404087 0.00203771 0.00198053 0.00788864 0.00974521 0.0179778 0.00740331 0.00288692 0.00259854 0.00883277 0.00601713 0.00847864 0.00320459 0.00515955 0.0036043 0.00201423 0.045716 0.0130085 0.0271917 0.0421591 0.00839972 0.00422984 0.00384909 0.00605155 0.0102156
threshold=0.4778150355000001 0.47865333370000007 40.636252116050009 0.47721625100000004 40.720231579350006 0.34503457980000002 0.47676716265000008 0.34536391125000004 40.563919884450009 41.178189531300006 41.919251152600005 42.824128352900011 0.34542378970000004 0.48068920095000006 0.48119816770000007 40.040005255000004 0.47883296910000012 0.48244064550000004 0.34560342505000002 0.34575312120000007 42.006870117350005 0.34614233110000009 42.094663496250007 42.360359531950003 0.39542229275000007 0.48637765340000011 41.965809985500009 0.34674111555000003 0.37347684200000003 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1 8 -3 -10 -11 -12 -9 15 -15 -14 -17 -16 -19 -20 26 25 -23 24 -24 -22 -21 -25 29 -29
right_child=1 7 -4 4 5 -7 -8 12 9 10 11 -13 13 14 17 16 -18 18 19 20 21 22 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.00029264234553996054 0.00039612837732849748 0.0068634999011333757 -0.0066493959950328224 -0.0018981523336766195 0.0019990495369728565 0.012734615539082009 -0.0054713157515958229 -0.0072903947883015954 -0.0065961962313708274 0.014688841292409067 -0.0073319636896931302 0.0028939731857014241 0.0049347030779467935 0.011570286113442111 -0.0046530964721813303 0.0020478841707599403 -0.014939038200255442 0.0068703624574691525 -0.005823358614189391 -0.00023865973613855702 0.10053141566213551 0.010460427859814049 -0.10489960381584158 -0.0081161222835570649 0.014924579077707514 0.035344066323685704 -0.0089510005883157145 0.015225549920113993 -0.0015038152915671939 -0.00019537586646756821
leaf_weight=5.0703038487111112 1.2085192743688815 2.0492469503951787 1.6689176376792145 1.0403675885172563 0.66138795240112791 0.74615950358202099 0.69774396431182584 0.56808688989258271 1.7405892528367983 0.91110107861459289 1.2228232853813099 1.6815400259802116 0.53736479099119705 0.65751339286543853 1.4986596747717396 0.50740989494079236 0.69806542697847362 1.0804254431277538 1.08455301972572 19.671451872084806 0.050766073552950597 1.1521451853391216 0.062526269641693832 0.56251793465344224 0.055361560860738734 0.032371377572417259 0.5735013860539756 0.6657125907295266 4.4164057209675791 1.2110637918121936
leaf_count=826 19 43 51 9 16 38 56 13 22 37 30 21 8 23 29 6 54 27 18 1536 53 31 13 6 45 2 20 17 919 46
internal_value=1.07323e-06 -0.000141718 -0.00369029 0.000793046 0.00361509 0.00769011 -0.000404607 9.74593e-05 0.00156041 -0.000395535 0.00243317 -0.00141145 -0.000219653 -0.000103285 9.67938e-05 -0.00386586 -0.00778889 -0.000138093 8.28969e-05 -0.000165368 5.02931e-05 0.00137159 0.000616745 -0.00100958 -0.0486287 0.0751493 -0.000485464 -0.000190746 0.000517666 0.00527459
internal_weight=53.7846 45.5686 2.87744 8.21596 2.44792 1.40755 5.76805 42.6912 7.6053 5.55605 3.81546 2.90436 35.0859 34.5178 32.775 1.74284 1.20548 32.1175 30.6188 29.5384 28.4538 8.20887 8.12573 6.97359 0.117888 0.0831375 20.245 6.8557 6.29318 1.87678
internal_count=4034 3089 70 945 63 54 882 3019 153 110 88 51 2866 2853 2785 68 60 2762 2733 2706 2688 1132 1077 1046 58 55 1556 988 982 63
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 1 0 0 2 2 2 2 2 0 2 2 1 1 1 1 0 2 2 0 0 1 2 2 0
split_gain=0.000550901 0.00344106 0.0048379 0.00205162 0.0026465 0.00204857 0.00185948 0.00222655 0.014682 0.027477 0.00167093 0.00165145 0.00200807 0.0110202 0.0141878 0.0113124 0.0170536 0.0169004 0.0207916 0.0241669 0.00596772 0.00495115 0.00232315 0.00122843 0.00613695 0.0559755 0.00946762 0.0043961 0.0144852 0.0223129
threshold=0.5398790455000001 0.41988263825000011 0.54228915300000013 37.784765830350004 40.340071172300007 0.54136103710000005 0.42209814075000007 0.54386096225000014 0.55257327625000008 41.147265497500008 41.178189531300006 38.625745710700009 42.536568606950006 41.066313126200008 0.55677973715000018 42.47354681640001 41.092444989200011 0.43639411995000005 0.43691805635000008 0.45036076765000005 0.45280081435000008 0.58650938595000024 39.458743938000005 35.419594101850009 0.50008981770000005 0.49880243110000005 0.36533337325000009 37.52517992975001 37.137227079750012 0.50278434775000014
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 -3 -7 -8 9 -9 -6 -10 13 22 -15 16 -16 -18 -19 -20 -21 -22 -13 24 25 26 -1 28 29 -25
right_child=1 5 3 4 10 6 7 8 11 -11 -12 12 -14 14 15 -17 17 18 19 20 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0080391696300439585 -0.011608410315112146 0.0065760241709387733 0.0019126086227665353 -0.0093722294702563453 0.0031455598289201487 -0.0094162432918610817 0.0064417372785892171 -0.07963226243908042 -0.0045646884839436316 0.013879598131194307 -0.0046166993788252187 0.0064369126629814132 -0.0014525531215732312 0.09072390928207491 0.10047085246750576 0.072037642439297292 -0.10042592222646141 0.10029712584080958 -0.079928318410954768 0.10041575589426786 0.044125621159890473 -0.10013734923080123 -0.00057097042722018465 -0.030591356915936681 0.00080008887128696837 0.10047325051704542 -0.10191876056665512 0.00024051620229480054 -0.034857949559990546 0.0064058700152387522
leaf_weight=0.021314622494925994 0.57715122424087661 0.54470642114574719 1.0586001380402481 0.55287462976411905 0.53133083670400061 0.19611371601422423 0.56330792413245934 0.064279561463877033 0.52425125406590734 0.061471782306625755 0.5800889368318991 0.65676030881589431 1.532208475064176 0.02971295700990606 0.014541982913613083 0.027148595591597768 0.018884270713897422 0.017641558311879635 0.032616310667890502 0.012468457221984863 0.0077401139943489294 0.0034347038887347914 1.6910917069226279 0.20800153522789233 0.67498822858590302 0.049729803751688451 0.021657412551576272 42.584065912511143 0.15156747777416513 0.7536400661627809
leaf_count=130 20 13 34 24 6 38 13 26 390 18 88 73 436 7 4 10 11 2 21 1 19 116 195 88 36 6 4 2102 32 71
internal_value=1.63092e-06 -0.000698369 -0.00329194 -0.00152916 -0.00371835 0.0007285 0.000144456 0.000501083 -0.000211793 -0.0339203 -0.000905835 0.000716059 0.0014006 0.00314086 0.0281872 0.0143695 -0.000217739 -0.0159984 0.00557577 -0.0241264 0.0528533 -0.000215199 0.00138933 0.000148013 0.00411353 0.0282396 -0.0553534 7.83458e-05 -0.00612523 -0.00159657
internal_weight=53.7634 9.29843 3.30005 2.72289 1.66429 5.99838 5.45367 5.25756 4.69425 0.125751 1.11142 4.5685 4.04425 2.51204 0.164189 0.134476 0.107327 0.0927854 0.0739011 0.0562596 0.0236433 0.0111748 2.34785 44.465 0.76769 0.0927018 0.042972 43.6973 1.11321 0.961642
internal_count=4034 1565 172 152 118 1393 1380 1342 1329 44 94 1285 895 459 191 184 174 170 159 157 136 135 268 2469 176 140 134 2293 191 159
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 1 0 0 2 1 1 1 2 1 0 0 2 2 0 1 2 0 1 0 2 2 0 2 2 2
split_gain=0.000661651 0.00780476 0.0241257 0.0102377 0.00456796 0.0062046 0.0138203 0.0263494 0.00499989 0.0124942 0.0187927 0.0139809 0.00388837 0.00530757 0.00362503 0.00206867 0.00144502 0.00167546 0.00123607 0.00110854 0.0010938 0.0126722 0.0159386 0.00543953 0.00236636 0.0018491 0.00545285 0.00184082 0.00257371 0.00243568
threshold=37.038444968100009 0.36359689830000008 0.50410167360000013 35.509685375550013 0.36533337325000009 0.36575252235000005 0.50278434775000014 0.51191581090000016 36.010074051050005 0.38976377950000002 0.39736834230000012 0.3975479776000001 35.171584490050009 0.34398670700000006 0.56294721715000018 0.54386096225000014 33.96174662340001 32.051492741500006 0.49336846205000007 0.32168198560000011 37.828051409500013 0.5231430197000001 0.37286308795000006 0.54386096225000014 38.064633603500006 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.525197829750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 -8 15 -10 -11 -12 13 16 -13 -9 17 -1 19 -5 21 22 -2 -23 -22 26 -26 -27 -29 -30
right_child=20 4 -4 18 5 6 7 8 9 10 11 14 -14 -15 -16 -17 -18 -19 -20 -21 24 23 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.10006227179629562 -0.00066113497232441506 0.0065322479862901968 -0.10329028178515386 0.089773375767421296 -0.027532787255744741 0.038497441850893432 -0.063978634967336218 0.0046330585122038538 0.018636327678183878 -0.10073688101400752 0.099844229843215712 -0.10015397788159611 -0.10027374618533789 -0.081754962637139938 0.040136819987520528 -0.0027219251373134892 0.066300969821373845 0.067256119441382559 0.10031662129927393 -0.001668694210855221 -0.0062303964674354445 -0.0075799472170283988 0.053893704921654809 0.0058396786499036631 -0.0011725938743445061 -0.0053055989705134247 0.01102736314599409 0.0062104598482549183 -0.0037637832448471648 9.5530850674213025e-05
leaf_weight=0.0013054665313310398 0.11298023592440154 0.65747734409524161 0.029159335419535637 0.0024838392953316921 0.098708980483934172 0.081363504710679879 0.069562136558495413 0.62300832857408717 0.040320367435924723 0.033758272947391532 0.010680207078621606 0.0074104459632411412 0.0054164551402209318 0.0052597531175689613 0.0024510468812418557 0.99020314980953994 0.0070695150129722606 0.0011050919129855785 0.01028177616535686 0.0028434148584306485 0.60148616375917541 0.63123338216407632 0.10181197826750576 0.57920694165505293 0.96164524182915212 0.65251830177129377 0.59182868279444967 0.66691761964964413 1.6977653596733393 44.453221722251328
leaf_count=59 40 21 2 21 10 13 11 42 7 18 2 30 9 41 58 225 16 5 3 34 51 22 12 65 30 62 46 46 155 2878
internal_value=1.82517e-06 -0.00152978 -0.0357789 0.0192629 -0.000679436 -0.00310171 -0.0018043 -0.00364919 -0.00119189 -0.0235333 -0.0548463 0.0205703 -0.027819 -0.00119397 -0.0652851 0.000118506 0.043503 -0.0233571 0.0800608 0.0409663 8.2226e-05 0.00281357 0.025198 -0.00115853 3.78216e-06 8.02708e-05 0.00347524 -3.08298e-05 4.26866e-05 -4.64425e-05
internal_weight=53.7305 2.67987 0.0649246 0.0357653 2.61494 1.95747 1.85876 1.77739 1.70783 0.0946203 0.0543 0.0205417 0.0201563 0.0147398 0.00986149 1.61321 0.00948007 0.00241056 0.015609 0.00532725 51.0506 1.42523 0.214792 1.21044 49.6254 49.0239 1.55347 47.4704 46.8179 46.151
internal_count=4034 627 190 188 437 416 406 393 382 115 108 90 130 121 88 267 80 64 58 55 3407 139 52 87 3268 3217 76 3141 3079 3033
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 2 0 0 0 1 2 0 0 1 1 2 2 1 0 1 2 1 0 0 0 0 0 0 2 0
split_gain=0.000595505 0.00305161 0.0343954 0.0326619 0.00618607 0.0326167 0.0159791 0.0891153 0.0135241 0.0109574 0.0304899 0.00936427 0.00909415 0.00642288 0.0407724 0.00602282 0.00478442 0.00445883 0.0041682 0.0127274 0.00856419 0.0100142 0.00749729 0.00383125 0.00761714 0.00686997 0.0111144 0.00453559 0.0289614 0.0286109
threshold=41.319407281650008 0.35651627195000007 0.34587287805000005 0.48797940185000005 0.37413550490000008 38.625745710700009 0.51505942935000004 0.51401155655000019 0.52005927965000021 0.37003383130000006 40.159267750750011 0.50086823750000009 0.51191581090000016 0.38552737940000009 0.38976377950000002 35.171584490050009 41.218101594450012 0.34575312120000007 0.52770875125000016 0.39542229275000007 39.420767558750008 0.39045238170000002 0.5231430197000001 0.48028502140000007 0.48271009850000007 0.47997065955000012 0.47943175355000006 0.47754558250000007 39.256147742250008 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -4 5 11 7 12 -8 10 -7 15 -6 -10 -15 -3 17 23 20 -20 22 -22 -16 25 -25 26 27 28 -1 -30
right_child=-2 4 3 -5 6 9 8 -9 13 -11 -12 -13 -14 14 18 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0013309690270841036 -0.00036836979970633556 0.0017713557768700907 0.053083802531865232 0.0087704348320944755 -0.065997394207195567 -0.009691322724015846 -0.023923771010449159 0.10142602387598509 -0.010492934908734942 -0.016013026267024732 -0.0939557833001093 -0.01359024156610758 -0.0066074567278812356 0.043525530829907733 0.014755953915950186 0.021220317319227938 -0.0057641622320155229 -0.0082978432247495584 0.013468320044879049 -0.00060445395227041879 -0.043758137146995862 -0.0052496620513621415 -0.0071636702490940445 0.0075425964331976309 -0.00026954503412037856 -0.0076427159022121188 0.012434181449971798 -0.002811687399873827 0.01652191097667683 0.10091674453555562
leaf_weight=1.5172738024681214 24.055624139601445 0.53807886565419127 0.23079590240074388 0.59549032282666303 0.049030031539937791 0.086382996007784985 0.24121911602560331 0.089737795293331146 0.56179833004716684 0.17476216226714314 0.085384563985371642 0.289571319014442 0.0543793631857028 0.21583149582147498 0.21831450585113887 0.22614094481357938 1.2471897579985132 0.52416453324258405 0.68369605965562996 10.707034993085083 0.11644529699697159 0.16076582318964938 0.54703650423043015 2.2563936663791537 2.7930752897518687 1.1014473724644629 0.7384738171531352 3.393802088805387 0.1555455155171116 0.054155498743057251
leaf_count=206 2132 35 45 36 37 26 22 4 11 24 15 26 10 29 27 40 27 6 20 913 8 44 40 26 34 10 18 46 115 2
internal_value=1.32891e-06 0.000301238 0.00133077 0.0211479 -0.000698335 -0.00702799 -4.87668e-05 0.0285098 -0.000458813 -0.0336422 -0.0515787 0.00172384 -0.0347663 -3.03651e-05 0.00043432 0.00752651 0.00014261 0.000730345 -0.000313708 0.000240224 -0.0063658 -0.0214255 -0.000911151 0.00112437 0.00322137 -0.000396854 0.000965255 -0.000688694 0.00348335 0.038317
internal_weight=53.709 29.6534 14.6078 0.826286 15.0456 1.40032 13.6453 0.193147 13.4521 0.34653 0.171768 1.05379 0.103409 13.2109 12.6491 0.76422 13.7815 12.5343 12.4333 11.3907 1.04256 0.277211 0.765351 12.0102 5.04947 6.9607 5.85925 5.12078 1.72697 0.209701
internal_count=4034 1902 571 81 1331 166 1165 51 1114 65 41 101 47 1092 1081 75 490 463 1052 933 119 52 67 457 60 397 387 369 323 117
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 1 0 2 0 0 1 0 2 2 1 1 0 2 1 0 0 1 2 2 1 0 2 2 1 1
split_gain=0.000571366 0.00272364 0.0028326 0.00195256 0.00431909 0.0030855 0.00182277 0.00133499 0.0052483 0.00340707 0.0171459 0.012492 0.0155821 0.0165643 0.00918377 0.00699041 0.00278783 0.00493878 0.0013346 0.0121973 0.00622809 0.0121184 0.0164172 0.00610658 0.00822307 0.00417932 0.00723803 0.027404 0.00664495 0.00344549
threshold=0.4778150355000001 0.47865333370000007 40.636252116050009 0.47721625100000004 40.720231579350006 0.34503457980000002 0.47676716265000008 39.952536079750011 0.46898296455000005 0.39718870690000002 0.34509445825000007 0.47396784530000008 48.96897326980001 42.488347682450005 0.32388251845000005 0.32058920395000007 0.39672464895000009 48.86568841230001 0.34485494450000004 0.4815274992000001 0.48098859315000003 0.3453938505000001 42.198888176300009 40.040005255000004 0.34560342505000002 0.48244064550000004 41.385032804600009 41.741384785950011 0.3453339720000001 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 7 8 -1 16 11 12 13 14 -11 -15 17 -9 19 -3 21 22 -20 -23 -25 26 -22 -28 -27 -30
right_child=1 18 -4 4 5 -7 -8 9 -10 10 -12 -13 -14 15 -16 -17 -18 -19 20 -21 25 23 -24 24 -26 28 27 -29 29 -31
leaf_value=-0.0019774409407905614 0.0005795543102082273 -0.009869628339515683 -0.0057700855265655189 -0.0017344592170205739 0.0018081008247469417 0.011215884228477795 -0.0050189164956962323 0.0037034201423578775 0.00977329489126183 0.0050203673460253121 0.00070785470823306904 -0.10083388549280992 -0.10085832084103873 0.087373191508355777 -0.10108292337052037 0.0060034279084953471 0.0053276549028306967 -0.0064748028268605713 0.019163436848896716 0.0031587626716927291 0.00074523873191931819 0.0079782559916126757 0.0011890410122500415 -0.0091616310827698829 0.0050142727718919776 0.0070009040718444736 -0.02451089865404691 0.0028563159759474499 -0.0075501587573547418 -2.5383887328432669e-05
leaf_weight=0.92511621729058358 1.2094284278573462 1.1841825037190568 1.6764012887342685 1.0412015742622318 0.66071536307572365 0.73803407816376421 0.69914845422232463 0.9616026065418668 0.64516210274629859 0.013950730056038307 0.53666654049459361 0.026776134159604226 0.020853858943155501 0.016550794343402231 0.019644826979671848 0.02915798813114634 0.93318313732743252 0.9454701839840709 0.93430844342219588 1.8276538697537033 1.7373359263767327 0.55665773374119032 1.1140555834135737 1.1301331904651304 0.64145419621485178 1.3460360366734665 0.6349220387637613 0.86351871746592224 0.62110900564585136 29.987346550882421
leaf_count=229 19 23 51 9 16 38 56 145 26 28 227 28 9 37 39 32 7 19 31 30 21 10 19 21 49 34 8 35 17 2721
internal_value=2.69709e-06 -0.000135972 -0.003109 0.000770305 0.00314204 0.00677201 -0.000232056 0.000427509 0.00285045 -0.000658348 -0.00710957 -0.0401609 -0.0239407 -0.00371449 -0.057023 0.0354668 0.000848925 -0.00134264 6.55287e-05 -0.00196369 0.000219993 0.00377757 0.0093876 -0.00115807 -0.00402884 -0.000222462 -0.00364713 -0.00873977 0.000124327 -0.000178077
internal_weight=53.6778 45.4645 2.88583 8.21323 2.43995 1.39875 5.77328 5.07414 1.57028 3.50386 0.663601 0.126934 0.100158 0.0793043 0.0335956 0.0457088 2.84026 1.90707 42.5787 3.01184 39.5669 4.37661 2.04836 2.32825 1.77159 35.1903 3.23578 1.49844 31.9545 30.6085
internal_count=4034 3089 70 945 63 54 882 826 255 571 400 173 145 136 67 69 171 164 3019 53 2966 130 50 80 70 2836 64 43 2772 2738
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 2 0 2 2 2 2 2 2 0 0 2 2 0 0 2 0 0 1 0 1 2 2 0 1
split_gain=0.00055544 0.00300357 0.00470206 0.0128343 0.00269932 0.0302554 0.00196458 0.0019255 0.00401633 0.0359256 0.010396 0.00951582 0.00533174 0.003385 0.0163813 0.0297295 0.0245883 0.0173587 0.00254827 0.00197912 0.00140868 0.00556052 0.0487612 0.00901581 0.00409139 0.00336908 0.00514585 0.00213761 0.0228919 0.0351041
threshold=0.56643513670000012 0.43837010870000009 41.741384785950011 40.280372415600006 39.458743938000005 39.420767558750008 42.402981339000007 0.54646567465000018 38.748048509250005 40.206947806850003 39.110279783550006 39.256147742250008 37.52517992975001 40.890797847750008 0.55257327625000008 0.55769288345000012 42.310579034350006 41.942745071500006 0.56065686655000013 0.54562737640000014 35.419594101850009 0.50008981770000005 0.49880243110000005 0.36533337325000009 0.49485045360000007 0.34398670700000006 35.171584490050009 37.038444968100009 0.50278434775000014 0.36575252235000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -6 19 12 10 -10 -12 -9 -11 17 -16 -17 -15 -13 20 21 22 23 24 25 26 -1 28 29 -22
right_child=1 4 -4 -5 6 -7 -8 8 9 13 11 18 -14 14 15 16 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.041512775386537956 -0.011815114341095764 0.0012112022763978037 -0.0083767172079182734 0.10020542653470754 -0.0058245251767559967 0.10030035319438575 0.0010706914859908571 -0.0057878260344126657 -0.10158615032309473 0.00034214024554951491 0.0066952652544987404 -0.10034630323995036 0.0084477637536814736 -0.10129061074394814 0.071263201694433995 0.01088203297689247 -0.10064701223372063 -0.0047293166235478287 -0.042221792640997027 0.0059664010993229887 -0.061811617491456111 0.0012588471061370237 0.10042985819391673 -0.10168717711854938 0.10001267520025255 -0.10020686942915269 -0.10030913558460207 2.3420821686743046e-05 0.0031964383146011058 0.036877713626014781
leaf_weight=0.0090247637460668384 0.020617724818066008 0.52354168976554838 0.029981620023804112 0.020295372843975201 0.5662734186624111 0.032741251345413502 1.5287464271784941 0.48970057681704948 0.042437749694727134 1.1004840416353543 0.027151781716383994 0.017058962730061467 0.56857099154103707 0.035848271772806473 0.047202200189246923 0.058038960778503679 0.029977609602070743 0.038731523504310417 0.013521171912145746 0.56206464318211047 0.13815534618627268 0.67460483394216908 0.044363250082824379 0.019150619831634685 0.003091730846790596 0.004415328901147513 0.0035706505877897152 46.237882836528577 0.72266452879827625 0.04876474867160141
leaf_count=80 28 354 31 13 275 6 415 46 11 26 5 24 42 14 28 20 44 28 22 15 78 40 6 4 10 37 3 2246 78 5
internal_value=2.58097e-06 0.00139431 0.0217077 0.0437539 0.000851135 0.00704331 -0.000793051 -7.17969e-05 -0.00279605 -0.00628985 -0.0640113 -0.0363907 0.00186044 -0.00187711 -0.013518 0.00723424 -0.0271037 -0.0511434 -0.0746462 6.69641e-05 -2.25243e-06 0.0042738 0.028598 -0.0525852 -0.00580824 -0.0250414 0.00130795 -7.10195e-05 -0.00487181 -0.036065
internal_weight=53.6587 2.7222 0.0708947 0.0409131 2.6513 0.556283 2.09502 50.9365 2.46872 1.41045 0.10017 0.0577319 1.05827 1.31028 0.209799 0.135219 0.0880166 0.0745798 0.0305801 48.4678 47.9057 0.758221 0.0836163 0.0392531 0.0201025 0.0170107 0.0125954 47.1475 0.909585 0.18692
internal_count=4034 1122 72 41 1050 360 690 2912 310 222 62 51 88 160 134 92 64 42 46 2602 2587 180 140 134 130 120 83 2407 161 83
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 0 0 1 0 1 1 0 1 0 0 0 1 2 1 0 1 2 2 2 0 2 2 1
split_gain=0.000541028 0.00377115 0.00350608 0.00381879 0.0137291 0.00336372 0.0426069 0.00861678 0.00402673 0.0258856 0.0280615 0.00308587 0.0181361 0.009912 0.00561051 0.00459237 0.00567051 0.0120958 0.00455669 0.00943204 0.0253012 0.0252041 0.00333879 0.0023535 0.00262691 0.00390485 0.00682462 0.00223967 0.020639 0.0114811
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.41804137600000008 0.37003383130000006 0.47997065955000012 0.4784437592000001 0.48028502140000007 0.49830843385000007 0.35165114815000004 0.49094338495000006 0.39019789825000006 0.38552737940000009 0.5231430197000001 0.36945001650000003 0.53866650695000018 0.54228915300000013 0.54942965780000008 0.39091643965000006 38.804080188450008 0.39476362980000007 0.52925062125000011 0.38976377950000002 40.098777110850008 40.159267750750011 40.316494640950005 0.48028502140000007 37.73036952315001 38.804080188450008 0.41714319930000004
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -1 -7 9 -9 -11 12 14 -13 -10 18 -17 -18 -15 20 -20 -22 -14 -3 -25 26 -26 -19 29 -29
right_child=1 23 3 -5 -6 7 -8 8 11 10 -12 13 22 15 -16 16 17 27 19 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00063204620311019515 0.0042666526873605037 -0.0060764038795961296 0.0063605397469639882 -0.0012785781755917402 -0.033760254051411524 -0.013509942020311354 0.057351479409733612 0.057235047875970071 -0.0049191199311954485 -0.059179083922004605 0.032051602862373872 0.019472343442221814 -0.017280899255928902 0.00081380449988984653 0.0068387244300146576 0.0048307431016922746 -0.035227049662126884 -0.0037714381965381384 -0.10092860970648983 -0.0052313915250232837 0.045521009176893883 -0.058879456688351206 -0.038005271612411795 0.0065954000125214964 0.0029116440846419459 0.00014126732148044013 -0.010729292521456083 0.10098792245311317 -0.0025011356922775459 0.022877266120438486
leaf_weight=1.6472884958940799 2.1265718522923214 0.63852548710474977 0.16053341946098942 0.50538169408562172 0.18197186012002931 0.51303200714755703 0.13728928254568007 0.082951025338843354 0.90409571744953587 0.067718875055561512 0.067145185392291751 0.26762650710283242 0.19585862685926247 0.57859460327472356 0.7363820849241165 2.1730266796148503 0.10778191043527829 0.99311584295223865 0.040604109557889956 0.51010830040013388 0.046642876685091039 0.045860546417031856 0.12889596603054088 0.60262672117186511 0.62871927442028652 37.930539127127759 0.88028810661305457 0.029292959719896469 0.63996609600866616 0.05262008124216562
leaf_count=265 30 48 19 24 23 4 16 12 48 11 35 28 39 14 44 26 34 326 23 33 19 37 12 30 11 2596 50 1 83 93
internal_value=1.81791e-06 0.000161469 -0.000630175 -0.00680339 -0.0149555 -0.000104965 0.00382868 -0.000963005 -0.000123576 0.0132786 -0.0137578 -0.000515389 -0.00391546 0.000702775 0.000358773 -0.000259971 0.00138055 -0.0027326 -0.00562513 -0.0114172 -0.035123 -0.00623775 -0.0255065 -5.31282e-05 4.29209e-05 -5.71993e-05 -0.00504587 -0.000690427 0.00354823 0.0508105
internal_weight=53.6211 42.8073 10.8138 0.847887 0.342505 9.9659 1.78458 8.18132 7.66829 0.217815 0.134864 7.45047 1.96523 5.48524 1.64048 5.21761 3.9958 1.82278 1.22181 0.643216 0.133108 0.0925034 0.324755 40.6807 40.0422 39.4395 1.50901 1.71499 0.721879 0.081913
internal_count=4034 2765 1269 66 42 1203 281 922 918 58 46 860 143 717 92 689 563 537 126 112 79 56 51 2735 2687 2657 61 503 177 94
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 0 0 0 2 1 2 1 0 1 0 1 2 2 0 2 2 0 0 2 2 1 1 1 2 1
split_gain=0.000508932 0.00334485 0.00512009 0.00234165 0.00265918 0.0017042 0.00597396 0.0224228 0.00381891 0.00198222 0.00517987 0.0124182 0.0115048 0.00273465 0.00207965 0.00113922 0.00544265 0.00115596 0.00322704 0.00287306 0.013607 0.0185476 0.0368908 0.0190726 0.0231204 0.0400886 0.00166394 0.0181248 0.096014 0.0140133
threshold=0.5398790455000001 0.41911918805000009 0.54228915300000013 0.54429508100000012 0.54942965780000008 0.54942965780000008 0.55538756325000016 0.55257327625000008 40.00488309970001 0.44805544745000009 41.092444989200011 0.43590012275000006 0.56719858685000013 0.43837010870000009 0.56188437470000008 0.41714319930000004 40.340071172300007 35.419594101850009 0.50465554925000011 37.52517992975001 37.137227079750012 0.50278434775000014 0.50086823750000009 36.893814626400008 36.491284729650012 0.36533337325000009 0.3782970569500001 0.38976377950000002 40.241071441700008 0.36006406990000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 -4 -5 8 7 -7 -3 10 -8 -12 -13 -14 -11 17 -17 18 -1 20 21 22 23 24 25 -19 29 28 -28 -21
right_child=1 5 3 4 -6 6 9 -9 -10 14 11 12 13 -15 -16 16 -18 19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012322372734954602 -0.011814502760559079 0.0095115470610088008 0.001011105049260848 -0.009922960604186749 -2.9174543359717009e-07 -0.10080388833458638 -0.0011646006019415554 0.024064822296979524 -0.00093573744716228665 0.017502044972603475 -0.1003760602473673 0.013481415108708015 -0.029495562071616112 -0.10057803947032617 0.00076606677748787631 0.010048047492667496 -0.0040581501268613001 0.084595274277524668 0.019787600062993415 0.00010000948410537694 -0.033258706115490574 0.0066625244073848849 -0.10259237086891584 0.045406109502782788 -0.10144014967462892 -0.073108163829657 0.070525513759939581 0.00013395980034245874 -0.016821447974299752 -0.015387012167770553
leaf_weight=0.63734099790884968 0.57510604060371529 0.63595779161346377 1.6011593913544859 0.54588369520456559 0.5345491528706674 0.026123855958530728 0.60010269893793378 0.031991818436836184 0.77784511979120907 0.075749491418605763 0.018224936975059336 0.060331463171564792 0.0093369912782463871 0.012875683870997356 3.7467634449706386 0.57396805159169118 0.52252791839281021 0.031656164625472938 0.10988705146155553 33.334987349823926 0.14805821871061653 0.73665301003498129 0.049488195683807135 0.052712314028577012 0.030441188810188535 0.03284161863848567 0.21552435867488196 6.9657347095980677 0.30244575571271071 0.59467956538107003
leaf_count=147 20 28 22 37 79 21 131 37 56 17 23 22 8 52 1012 16 97 52 27 1255 32 66 4 18 10 4 29 432 46 234
internal_value=1.87268e-06 -0.000672747 -0.00325255 -0.00141632 -0.00501367 0.000728626 -0.000207956 -0.0320655 0.00376367 0.000201344 -0.00468743 -0.0256667 -0.00917155 -0.0706989 0.00109772 0.000142642 0.00332583 6.19265e-05 0.00396098 -6.63372e-06 -0.00509395 -0.000628265 -0.0278718 -0.00282779 -0.0296084 0.00429428 0.000126263 0.00147594 0.0195231 -0.000171429
internal_weight=53.5909 9.252 3.2567 2.68159 1.08043 5.9953 4.5815 0.0581157 1.4138 4.52338 0.700872 0.100769 0.0825441 0.0222127 3.82251 44.3389 1.0965 43.2425 0.747228 42.4952 1.08185 0.933792 0.197139 0.147651 0.094939 0.0644978 41.4134 7.4837 0.51797 33.9297
internal_count=4034 1565 158 138 116 1407 1323 58 84 1265 236 105 82 60 1029 2469 113 2356 174 2182 186 154 88 84 66 56 1996 507 75 1489
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 0 1 2 2 2 1 1 0 1 2 0 0 0 2 0 2 2 1 1 0 2 1 2 1
split_gain=0.000525804 0.00373655 0.00377968 0.00283324 0.00267069 0.0358432 0.00695138 0.00781807 0.00240913 0.00544294 0.00623736 0.00229235 0.017422 0.00820452 0.00551448 0.00858426 0.00409117 0.00472148 0.0100453 0.00370635 0.00343642 0.00200164 0.00180346 0.0135863 0.00219252 0.0216936 0.0496188 0.0280734 0.0109918 0.00621884
threshold=39.896141435400004 39.685256516350002 0.52432561900000019 40.003678352300007 0.47997065955000012 0.4784437592000001 0.48028502140000007 0.36006406990000012 40.137820134150012 40.206947806850003 40.316494640950005 0.39019789825000006 0.38552737940000009 0.5231430197000001 0.36945001650000003 35.509685375550013 0.53866650695000018 0.54228915300000013 0.54942965780000008 38.334060527150008 0.5216909673500002 40.040005255000004 40.467253020850002 0.39591628995000006 0.37003383130000006 0.51675099550000014 42.536568606950006 0.37668033890000002 43.308802343500005 0.3782970569500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 -1 -6 -8 21 -10 -11 12 14 -13 15 -9 19 -18 -19 -15 -14 -5 23 -12 -24 26 -26 -28 -29 -30
right_child=3 2 -4 8 6 -7 7 11 9 10 22 13 20 16 -16 -17 17 18 -20 -21 -22 -23 24 -25 25 -27 27 28 29 -31
leaf_value=-0.00060374904794362628 0.0037247079232037282 0.0023702925775213879 -0.011817758619267281 1.1659236810558689e-05 -0.012069595401889496 0.053362435592124439 0.023498500476943251 0.0025740146501891099 0.0092117812382654634 -0.0081328351879689665 0.0087197837764219008 0.017674279153580493 -0.037639571777387637 -0.00038850514034559022 0.0070171882533709515 -0.017326018526647172 0.0043697177304313798 -0.032314921276006596 -0.00068633438382501889 -0.011486141279517319 -0.016447390099936239 -0.008288246315156348 -0.00052149178159243304 -0.0043793809078769997 0.064086734412114307 0.00045606914761131789 -0.068004197078045434 0.098951601389597368 0.03698936083679942 -0.100193006704866
leaf_weight=1.6480765455329063 2.1175370884237443 0.28343459746974908 0.55625946751750255 0.534871427895933 0.51703317684586991 0.13300562257063564 0.1379895667735126 0.61507501093223049 0.6456249332523275 0.93091010501595306 1.6503025053780249 0.26592682251965261 0.12607783903149528 0.66438481750799716 0.75343138191965409 0.33473805705580162 2.1656439438957027 0.10666302306458408 1.7146092926046712 0.55013785783465607 0.19464789424091578 0.6361331070460019 25.86038521434287 1.5220701749483216 0.15914316584579566 8.635967581572471 0.060560854546935154 0.018169849550758954 0.007970415404997766 0.0056449711735393837
leaf_count=265 30 33 33 33 4 16 37 21 31 45 32 28 38 77 49 43 26 34 503 49 13 30 1171 29 35 1245 17 5 9 53
internal_value=1.33059e-06 -0.000623294 -0.00702865 0.000158521 -8.15093e-05 0.00342628 -0.000848435 -8.79864e-05 -2.71678e-05 0.000105359 -4.59709e-05 -0.000522447 -0.00339751 0.000541877 0.000628509 -0.00443926 -0.000334028 0.00121388 -0.00253867 -0.00541536 -0.0247781 -0.00449716 0.000152555 0.00243495 -5.58204e-05 0.00129917 0.0302508 -0.0280599 0.0480465 -0.0198868
internal_weight=53.5524 10.7671 0.839694 42.7853 9.92744 1.78108 8.14636 7.62933 40.6678 39.4967 38.8511 7.49134 2.02397 5.46737 1.70324 0.949813 5.20144 3.98692 1.82127 1.21452 0.320726 1.171 37.9202 3.17237 34.7478 8.88746 0.251489 0.0923461 0.0317852 0.0136154
internal_count=4034 1269 66 2765 1203 281 922 918 2735 2672 2641 881 164 717 113 64 689 563 537 126 51 63 2596 61 2535 1364 119 84 67 62
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 1 1 0 1 2 2 1 1 0 2 0 0 1 1 1 2 1 0 2 1 1 0 2 1
split_gain=0.000514897 0.00316314 0.00670069 0.00708047 0.012473 0.00731158 0.00187911 0.0263155 0.00172903 0.0101729 0.00431377 0.0118084 0.00430443 0.00472565 0.00847267 0.00994484 0.00467067 0.00362443 0.00449938 0.00317879 0.0018135 0.00564835 0.00234904 0.00982778 0.00839709 0.00442624 0.0127398 0.0424562 0.0052354 0.00188729
threshold=0.4778150355000001 0.47943175355000006 0.34560342505000002 40.241071441700008 41.257403903850005 0.3453339720000001 0.34536391125000004 0.34545372890000009 0.48098859315000003 0.34452561300000012 42.899217095850013 40.94178426300001 0.34467530910000005 0.34542378970000004 0.48200652675000005 41.50623664750001 0.48119816770000007 0.48244064550000004 0.34560342505000002 0.34575312120000007 0.34587287805000005 41.481306584950012 0.34641178410000012 0.49053920540000012 42.402981339000007 0.34988473400000003 0.35862698720000002 0.49787431515000008 42.047301293400004 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 -1 -8 9 -3 11 -11 -10 14 -14 -16 -15 -18 -19 -20 21 -21 -22 24 -24 -25 27 -27 -29 -28
right_child=1 8 -4 4 5 -7 7 -9 12 10 -12 -13 13 16 15 -17 17 18 19 20 22 -23 23 25 -26 26 29 28 -30 -31
leaf_value=0.0002954670929607463 0.00099075384001402994 -0.0069354460868073179 0.0042216960720644391 -0.019499893788926401 -0.01025327793725132 0.0048970395277427069 0.066577129783347302 -0.00093285360791496748 0.0061394757180243051 0.0013811436227733815 -0.00063817568360516059 0.016374179243647081 -0.011137545420221089 0.0087477815691557499 0.0046325557869948842 -0.009254884938419845 -0.0048818743907587323 0.0065159611434216702 -0.0053707246450462294 -0.0010314216763314509 -0.0025691625078413769 0.011488305841994201 0.015703470040303383 -0.0050994602720256764 -0.00024663202858428679 -0.016805626407297141 -0.0042026379133922494 0.10016188304923046 0.052768696678820337 0.00017481220863822531
leaf_weight=7.5709717867166555 1.2146869072457769 0.96594955283217032 1.0429822778514788 0.69447263607798948 0.65126971505128473 0.62350593743394711 0.064338150638832192 0.56301394729260767 1.0800953448051434 1.3427512183106962 1.012323594492045 0.86287562893807024 1.0798743669874959 0.61265974707203952 1.4359441243577751 0.80456940759904672 1.4903506409116705 1.0773425493389321 1.0870019714348043 1.0080299447290624 3.260125930421057 0.56085279130638799 0.74333539170766971 1.7070573546225158 0.59368265114606089 0.11119014981523179 1.0383552375718661 0.043091557425213978 0.050771645437635016 19.135716254170923
leaf_count=714 20 7 49 17 25 16 12 219 12 37 11 40 15 18 27 33 29 27 18 7 24 56 36 23 24 23 87 25 17 2366
internal_value=1.98482e-06 -0.000129911 -0.00273482 -0.00501361 -0.00871726 -0.0028431 0.000731273 0.00599064 0.000137964 0.0020646 0.00476619 0.00724665 -8.03682e-05 -0.000267813 -0.00386137 -0.00035443 9.91046e-05 -6.69628e-05 0.000168958 -6.41051e-05 0.000140067 0.0034442 -5.42043e-05 0.000295837 0.00862107 -0.000208143 0.000201578 0.0250016 0.0745264 -5.04942e-05
internal_weight=53.5292 45.3309 4.22692 3.18394 1.96925 1.27478 8.19832 0.627352 41.1039 4.1839 3.21795 2.20563 36.92 35.84 3.32039 2.24051 32.5196 31.9069 30.4166 29.3392 28.2522 1.56888 26.6833 23.4232 1.33702 22.0862 20.3791 0.205053 0.0938632 20.1741
internal_count=4034 3089 127 78 58 41 945 231 2962 95 88 77 2867 2855 75 60 2780 2762 2733 2706 2688 63 2625 2601 60 2541 2518 65 42 2453
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 0 2 1 1 2 0 2 2 0 2 2 1 1 1 1 1 0 2 2 2 1 0 1 2 2
split_gain=0.000519399 0.00280548 0.00444972 0.00215419 0.00245798 0.00162418 0.00330077 0.068152 0.0352614 0.00886642 0.00551422 0.00204762 0.0101652 0.0102225 0.00948772 0.014597 0.0149379 0.0175535 0.0198127 0.00586296 0.00455444 0.00493945 0.00195002 0.0041054 0.0247291 0.0113778 0.00163773 0.00141554 0.00482107 0.00106221
threshold=0.5398790455000001 0.41911918805000009 0.54228915300000013 0.54429508100000012 0.54942965780000008 0.54136103710000005 40.844669808050007 0.42114008565000011 0.42209814075000007 40.636252116050009 0.55257327625000008 42.536568606950006 41.066313126200008 0.55677973715000018 42.47354681640001 41.092444989200011 0.43639411995000005 0.43691805635000008 0.45036076765000005 0.45280081435000008 0.4591329601000001 0.58650938595000024 40.206947806850003 39.184300550350009 39.458743938000005 0.43837010870000009 0.56188437470000008 0.41714319930000004 40.340071172300007 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 -4 -5 -3 8 -8 -7 22 -9 12 -12 -14 15 -15 -17 -18 -19 -20 -21 -22 23 26 -25 -26 -10 -1 -29 -28
right_child=1 5 3 4 -6 6 7 10 9 -11 11 -13 13 14 -16 16 17 18 19 20 21 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=5.5207236361417074e-05 -0.011007664468552303 0.0058301180552751382 0.0010036147079649754 -0.0094960460310101191 4.3155987103601138e-05 -0.051397967008355021 0.097915935871321136 -0.02004640326572223 0.0054493464958166428 -0.033403341445039501 0.00054478845121364537 -0.0015035582620394939 0.086563002509693843 0.1004167538689982 0.07103133591901882 -0.10035208486495269 0.10026217730382236 -0.076497687340260648 0.10037516543752778 -0.10028718405453244 0.087579303182051579 -0.1000711932539393 0.0064750020022772128 0.027745128584710094 0.0026114563627422029 -0.10235576175147812 0.001854431242544881 0.010028084034194473 -0.0032323762139142322 -0.0043514164178690582
leaf_weight=43.179753931603209 0.57682748345814472 0.54148877671104756 1.6002709281274294 0.54583688397622132 0.53475201626922342 0.13963930322705786 0.072809602967026765 0.1317279012728253 0.54189696254378672 0.075596236846202092 1.0267540319100024 1.5297724988603345 0.025297545827925316 0.01303503756560076 0.025309634542281856 0.015951766945363488 0.015577381011098623 0.028343276526584305 0.011260310187935829 0.0033174755574236769 0.005594268566002869 0.0018721957547631618 0.57031949767380385 0.052853150258315051 0.014763357506808461 0.034359778533556318 0.54890549836175206 0.57360399802019213 0.52522287858286254 0.55435705762332432
leaf_count=2356 20 13 22 37 79 31 14 34 56 32 39 438 7 4 10 12 2 21 1 7 16 112 47 28 17 72 353 16 97 41
internal_value=3.1026e-06 -0.000678923 -0.0030401 -0.00132575 -0.00477537 0.000607186 8.7238e-05 0.00238673 -0.00255176 0.000298513 -6.77129e-05 0.000906257 0.00405087 0.0287823 0.0166279 0.0021265 -0.013514 0.00748537 -0.0211967 0.0499062 -0.00279221 0.0405264 0.00139788 -0.000259451 -0.0197296 -0.0708091 0.000947418 0.000145404 0.00368978 -0.00126383
internal_weight=53.5171 9.23849 3.25769 2.68086 1.08059 5.9808 5.43931 2.90662 2.53269 2.39305 2.83381 2.70209 1.17231 0.145559 0.120261 0.0949517 0.0819167 0.0659649 0.0503875 0.0220443 0.0107839 0.00746646 2.31746 1.74714 0.101976 0.0491231 1.64516 44.2786 1.09883 1.10326
internal_count=4034 1565 158 138 116 1407 1394 717 677 646 703 669 231 192 185 175 171 159 157 136 135 128 614 567 117 89 450 2469 113 394
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 0 2 1 0 0 0 2 1 1 2 2 0 2 0 2 2 2 1 2 0 2 2 2 0
split_gain=0.000508107 0.00261818 0.00446169 0.0122916 0.00252808 0.0226706 0.00162212 0.00147228 0.000915747 0.000872588 0.00198555 0.00164452 0.00135967 0.0105508 0.0153338 0.00152292 0.0018781 0.00942617 0.00122898 0.0112207 0.00284384 0.00585901 0.00526536 0.00560844 0.0572798 0.0103216 0.00200699 0.00269942 0.00336772 0.00616066
threshold=0.56643513670000012 0.43837010870000009 41.741384785950011 40.280372415600006 39.458743938000005 0.45280081435000008 0.56341127510000011 42.402981339000007 0.45036076765000005 0.55609113500000007 0.55074698365000019 0.54562737640000014 35.419594101850009 0.38052752915000004 0.36575252235000005 36.364346611650006 37.137227079750012 0.50278434775000014 38.064633603500006 0.50706565670000014 38.400997490450003 38.748048509250005 38.969453495950006 0.41988263825000011 40.750688432250008 0.54228915300000013 39.256147742250008 39.420767558750008 39.896141435400004 0.50410167360000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 8 -6 9 10 11 12 13 14 -1 -14 17 -17 19 -18 -20 -22 -23 26 -25 -26 -24 -28 29 -29
right_child=1 4 -4 -5 7 -7 -8 -9 -10 -11 -12 -13 15 -15 -16 16 18 -19 20 -21 21 22 23 24 25 -27 27 28 -30 -31
leaf_value=0.0060040029740321505 -0.011000391270819577 0.090940093668813143 -0.0097343591544969601 0.10019263826113707 -0.005135816645243681 0.001978805715154196 -0.0052197821068092473 0.00085497280588072648 -0.0038695968940974813 0.0038317231701544864 -0.0060491703920063427 0.0050377083488804845 -0.0048425210771180695 0.037319871448763357 -0.038167967624622476 -0.011010978436551791 0.0067993987790616068 0.026405734930768077 0.0042619384759663903 -0.011029189269524628 -0.0098407635926572919 0.0089891199968164422 -0.0084149489041601151 -0.073053950816396984 -0.0027797014999828948 0.030584964016264524 0.0070132428399547961 -0.015396494934600045 0.00020100159830210436 -0.0011376112123065152
leaf_weight=0.57577189495359604 0.020758480693022441 0.030301969491353109 0.028192916475916263 0.019078560988418758 0.56110422850010788 0.52410826288974677 0.60386756574763367 1.5255819862255924 0.60599987440115555 0.60002991873393696 0.53754791989729156 0.65527767365597256 0.66024539658825077 0.085334416518890066 0.091010020404212355 0.13034708332965905 0.64580623074679866 0.13926489970097577 1.5388716430118439 0.77861043976261612 0.61038119944346547 0.64555820638429295 0.27866552401280742 0.11658829787506986 0.50043998542399992 0.11380617233226076 0.55719099915586312 0.3878256252792186 38.53457651646697 1.3855225350453111
leaf_count=138 28 43 31 13 275 317 61 415 44 84 84 57 96 28 14 36 54 37 42 46 37 30 37 19 96 17 15 44 1727 69
internal_value=3.37327e-06 0.00133774 0.0207076 0.0422516 0.000838809 0.00684109 -6.78178e-05 -0.000755934 -5.81228e-06 4.14243e-05 -5.01959e-06 6.20658e-05 -6.17847e-06 0.00421203 -2.50927e-05 -7.36463e-05 -5.73442e-06 0.00831618 -5.4411e-05 -0.00294601 3.77963e-05 -0.000112919 2.67256e-05 -0.000111443 -0.00879481 0.00340203 4.27994e-05 0.000100474 4.91641e-06 -0.00425598
internal_weight=53.4877 2.70913 0.06803 0.039837 2.6411 0.55441 50.7785 2.08669 50.1747 49.5687 48.9686 48.4311 47.7758 0.752116 0.666782 47.0237 46.3635 0.269612 46.0938 1.42442 44.6694 43.1306 42.5202 41.8746 0.730834 0.614246 41.1438 40.8651 40.3079 1.77335
internal_count=4034 1122 72 41 1050 360 2912 690 2851 2807 2723 2639 2582 180 152 2402 2306 73 2233 100 2133 2091 2054 2024 132 113 1892 1855 1840 113
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 1 0 2 1 1 0 0 1 2 2 0 2 1 1 0 1 0 1 0 2 0 1 1 0
split_gain=0.000505708 0.00895791 0.00520702 0.0169801 0.00237556 0.0355971 0.0116997 0.0042244 0.0159816 0.00375036 0.00240777 0.00413663 0.00262113 0.0294412 0.01573 0.0133406 0.00456084 0.00411853 0.00270138 0.00806254 0.00159996 0.00140385 0.0046699 0.00203102 0.00868314 0.0126697 0.00289601 0.00370128 0.01969 0.0055357
threshold=0.34485494450000004 0.34479506600000004 0.48244064550000004 0.3447052483500001 0.47700667645000011 0.34509445825000007 0.34488488370000009 0.4778150355000001 41.385032804600009 0.34512439750000007 0.34527409360000011 0.47817430615000006 0.48119816770000007 0.34545372890000009 40.413896136950008 42.198888176300009 0.48244064550000004 41.257403903850005 0.34566330350000002 0.34575312120000007 0.48028502140000007 0.34587287805000005 0.48306936920000004 0.34641178410000012 0.48797940185000005 41.741384785950011 0.49053920540000012 0.34988473400000003 0.35275889945000011 0.50008981770000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 8 -8 -9 20 -12 14 -14 -13 17 -15 -16 -18 -20 -11 22 -21 -23 25 -25 -26 -28 -29 -30
right_child=4 -3 -4 -5 6 -7 7 9 -10 10 11 12 13 16 15 -17 18 -19 19 21 -22 23 -24 24 26 -27 27 28 29 -31
leaf_value=0.00024538682240292278 -0.1041962710288888 -0.012655287218853995 -0.005854682459462063 0.025875865231346856 0.024467149542091483 6.8297218241176501e-05 -0.0011411798631391285 -0.0045457620300083535 0.016565380875932803 0.0057062593088254773 -0.0083715747475636478 -0.0056048305968601844 -0.042945012931248062 -0.0055375891240001555 0.0176720980236004 -0.0023928101594661516 0.0041921582286092839 0.0080419735019832423 -0.011738462937234538 -0.0010593225610992783 0.00090865479240928582 -0.0023344952944279133 0.010286754973691184 0.040075952857768771 0.0052177120583821344 -0.0034934900826038701 -0.0045907257728689975 0.03973998142755307 -0.014499617084490123 0.00019477665119016689
leaf_weight=6.2327364949800019 0.034857203266486003 0.58401549474672165 1.2025248629506675 0.26966391099267628 0.19807340484112401 0.54029499425445582 1.7014351971738499 1.835468347062714 0.72778785930586298 1.1728101483031417 0.60045426759097509 1.6593646937428683 0.16127523739124683 1.4767945995736145 0.69303624618623905 1.0767495094310104 1.5703378840116844 1.2363506288966162 0.57994504628004762 0.99341077069402917 1.7066404623910783 3.2646144172758822 0.57141874963417649 0.13329154360690054 1.0635775077446705 0.13367983858577759 1.7117076431168303 0.12548948978292429 0.25970943640234878 19.946431994118473
leaf_count=540 34 16 23 25 10 282 19 34 65 19 23 25 24 28 17 62 20 34 16 54 30 24 9 21 18 21 23 25 86 2407
internal_value=3.29541e-06 -0.000714695 0.000190374 0.00130832 0.000135036 -0.00625068 0.000217385 0.000109208 0.00416365 -0.000125448 7.66925e-05 -0.000138626 -3.76856e-06 -0.000326689 0.00221052 0.00652454 -0.000110755 0.0115011 0.000153277 -6.70733e-05 0.00286274 0.000172925 0.00308385 1.92849e-06 0.000328255 0.0182595 0.000121082 -0.000124828 0.000251154 5.90968e-06
internal_weight=53.4639 8.28894 7.70493 6.5024 45.175 0.575152 44.5999 44.4018 2.42922 41.9726 40.1371 37.2576 36.6572 31.9917 4.6655 3.00614 31.8304 1.92939 30.3536 28.7833 2.87945 28.2033 1.56483 26.6385 23.3739 0.266971 23.1069 22.0433 20.3316 20.2061
internal_count=4034 604 588 565 3430 316 3114 3104 84 3020 2986 2937 2914 2776 138 113 2752 51 2724 2704 49 2688 63 2625 2601 42 2559 2541 2518 2493
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 2 2 1 0 2 1 1 2 0 1 1 1 0 2 2 0 2 0 0 0 0 1 1 1
split_gain=0.000586472 0.00657441 0.0247093 0.0147427 0.00503091 0.00484151 0.0214492 0.0303493 0.0173966 0.0135466 0.012964 0.00938623 0.00693746 0.00701732 0.00499603 0.00424903 0.00478433 0.0127697 0.00657812 0.00642244 0.00937433 0.00489652 0.00485398 0.0042387 0.00382644 0.00556018 0.0039535 0.00379637 0.00780296 0.00322181
threshold=0.4815274992000001 0.48271009850000007 0.34503457980000002 0.34569324270000007 0.48119816770000007 0.34560342505000002 41.535369675400013 42.141702038450013 0.34551360740000009 0.47916230050000003 41.965809985500009 0.34569324270000007 0.3453339720000001 41.919251152600005 0.48098859315000003 0.34530403280000005 0.34515433670000012 0.34518427590000006 0.47754558250000007 41.436838994450007 41.975471476700008 0.47709649410000005 40.636252116050009 0.47883296910000012 0.4778150355000001 0.47769527860000011 0.47736594710000008 0.34494476210000008 0.3453339720000001 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 8 11 10 12 23 -8 -7 14 -14 15 16 18 -18 21 -19 -21 -1 -20 24 25 26 -9 -3 -29 -30
right_child=1 27 3 -5 -6 6 7 9 -10 -11 -12 -13 13 -15 -16 -17 17 19 22 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00013833438841891405 0.021061026410301789 -0.0047271830072810536 -0.0075185366147627877 0.011138065765206553 -0.0081531570391989699 0.0070265689964848516 0.033168219370611179 0.013483238782498522 -0.017046482155908285 -0.10067797433543775 0.10071312549735088 -0.008730312955251663 0.0083015418587286654 -0.0018486600732133295 -0.0107918544397757 -0.0090372815780699074 0.015177062653801872 -0.0092628370711215647 -0.0016997336536832511 0.012550444861980406 -0.0058828909950359174 0.0091082152360103218 -0.0092542849785130239 0.1000767667091437 -0.10005528972554585 0.10004967680829249 -0.10007319036441636 0.01019825054697078 -0.0072897545530154735 1.2704293216811233e-05
leaf_weight=4.6159987331092136 0.70488004991784015 1.7097917497158039 1.2000700563658027 0.65458780449618004 0.8110573121230108 1.0628305524587625 0.055957151811590111 0.010808062781533678 0.62227028679311303 0.016755843786597779 0.057732502275030129 0.58676460302291511 1.7840720864151411 1.1017346265707599 0.50182643905282098 0.56898542517922202 0.69757826426803271 0.59537714819805376 2.2774027081031822 0.56957283802330472 0.53505685873903985 0.65381924297616922 1.3574699696016521 0.004635581746697425 0.003559729595508542 0.0053344046464189878 0.0042799993680091583 0.74865070258965971 0.61688890453661116 29.312954247730936
leaf_count=623 11 25 17 60 16 5 35 118 21 15 5 70 29 54 4 11 17 11 29 5 43 18 41 2 19 4 12 28 17 2669
internal_value=3.39174e-06 0.000244405 0.00512341 -0.000933826 -0.000451878 -9.87838e-05 0.00480342 0.0398731 -0.000657082 -0.0292699 0.0674681 0.00142181 1.12917e-05 0.00442643 -0.00101846 -0.000605317 -0.000180831 0.00378423 -0.00124842 -0.000890685 0.00362177 0.00100887 -0.00452104 0.0125399 -0.00438033 0.0122963 -0.0187291 -0.000141166 0.000114424 -0.000137808
internal_weight=53.4487 34.9478 2.55954 1.85466 18.5009 17.6898 1.80866 0.159063 15.8812 0.0453736 0.11369 1.6496 15.2589 2.88581 12.3731 11.8713 11.3023 2.39759 8.90469 1.70001 1.10463 5.26982 3.63487 0.0286178 0.0239822 0.0204225 0.0150881 32.3883 30.6785 29.9298
internal_count=4034 2827 88 77 1207 1191 285 210 906 170 40 75 885 83 802 798 787 76 711 59 48 641 70 155 153 134 130 2739 2714 2686
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 0 2 2 2 0 0 0 1 0 0 0 1 0 2 2 2 2 2 0 2 0 0 2 2
split_gain=0.000678435 0.00500449 0.00450818 0.00355546 0.00556025 0.00817792 0.00343091 0.00261209 0.0126188 0.00930158 0.00494384 0.0105015 0.00824325 0.00407975 0.0315454 0.0199353 0.0351295 0.00809371 0.00366835 0.00374838 0.00290502 0.00350155 0.00459099 0.00401341 0.00283761 0.00222948 0.00220425 0.00218481 0.0021956 0.00440458
threshold=0.48068920095000006 0.48098859315000003 0.34467530910000005 0.34542378970000004 42.094663496250007 0.48244064550000004 0.48119816770000007 41.481306584950012 41.571132012400007 41.32819714970001 0.47976108500000009 0.47943175355000006 0.4784437592000001 0.34527409360000011 0.47916230050000003 0.4778150355000001 0.47721625100000004 0.34584293880000011 0.46495613905000005 50.205949521800008 41.257403903850005 40.750688432250008 40.377444152000002 40.280372415600006 0.47817430615000006 39.749124837650008 0.47769527860000011 0.47709649410000005 48.86568841230001 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 5 -4 -5 9 -9 10 11 12 20 24 15 16 17 -15 19 -19 21 22 23 25 27 -1 -24 28 29 -10
right_child=1 2 3 6 -6 -7 -8 8 13 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010534901079648478 0.0068353252111286638 0.0063927205999780761 -0.00093303840023429652 0.007615632374518894 0.0019520424065423638 -0.013642102470142151 1.6831188199903424e-05 0.014577100849307479 0.028738779322746811 -0.00950741047881031 -0.0061361107660260622 0.01274350263803669 -0.0078956099674350032 -0.10099556937081211 0.0028450228598053619 -0.09034991628017025 0.048556444939563563 -0.1001879513516188 0.063396943373149148 0.10003963851377742 0.0058867638294563922 -0.0071820690866239772 0.0020056941053523234 -0.0088427432694700124 0.0067423675519742605 0.0062273509747455755 0.010974502201684862 -0.0062949515846943138 -0.0013685255993391579 0.0026036554577692876
leaf_weight=1.6428475822725688 1.1139237575953291 1.0816032788716317 1.1598791922442613 0.60547280561876249 1.2608185926219446 0.89853861660230894 31.860908086075849 0.62416782749846778 0.069003193461148582 1.2731082652273347 1.26092738866987 0.65329628143808793 1.2410460498940663 0.035089718479682341 0.6168023334974464 0.064235814212224795 0.042287188683985732 0.0042624120702005053 0.0048260274909637246 0.0011976778041571379 1.0404720972583161 0.58650843666468677 0.53695085779445129 0.53506429946212097 0.65885399160902114 0.56528559893769159 0.55961927957832813 0.53472046479691915 1.9146897112223085 0.98471667571367139
leaf_count=265 16 12 12 18 27 36 2762 13 92 16 26 14 28 62 50 35 28 90 15 1 5 41 73 8 20 16 4 23 39 187
internal_value=4.34076e-06 0.000231608 3.20802e-05 -0.000160167 -0.00327756 -0.00648079 0.000158543 -0.000554357 0.00118106 -0.00152857 -0.000350438 0.000640627 -0.000538116 -0.00051472 -0.00720793 -0.0480291 -0.0170181 -0.0781292 -0.000123631 -0.0562678 0.00113216 1.45111e-05 0.00111376 -0.00107244 0.000721489 0.000810417 0.0065828 -0.000410893 0.000649044 0.00431512
internal_weight=53.4311 37.9811 36.8672 35.7856 3.31924 2.05842 32.4664 15.45 5.55485 9.89513 8.62202 7.36109 6.70779 4.93069 0.768701 0.151899 0.087663 0.0453758 0.0102861 0.00546009 5.46675 4.42628 3.83977 2.7432 4.16198 2.20813 1.09657 3.50313 2.96841 1.05372
internal_count=4034 2883 2867 2855 75 48 2780 1151 655 496 480 454 440 642 281 231 196 168 106 91 412 407 366 289 361 281 77 341 318 279
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 0 0 0 1 1 2 2 2 2 1 1 2 2 1 1 2 2 1 2 2 0 2 2
split_gain=0.000698714 0.00693796 0.00396926 0.00297432 0.00947595 0.0165409 0.00588881 0.00565165 0.00858367 0.00665423 0.0055704 0.00445076 0.00236374 0.00282769 0.00373749 0.0032327 0.0019079 0.0118651 0.00911714 0.0111838 0.0282506 0.0479784 0.0264649 0.0148908 0.00887426 0.00746948 0.0172776 0.0375373 0.00698974 0.00367781
threshold=41.436838994450007 41.535369675400013 41.385032804600009 0.48028502140000007 0.48271009850000007 0.34545372890000009 41.32819714970001 0.47976108500000009 0.47943175355000006 0.4784437592000001 0.34542378970000004 0.34551360740000009 41.257403903850005 40.750688432250008 40.377444152000002 40.280372415600006 0.39542229275000007 0.39408999735000005 41.243661560350013 39.749124837650008 0.34641178410000012 0.36698003050000011 40.316494640950005 39.420767558750008 0.35275889945000011 38.748048509250005 37.137227079750012 0.50706565670000014 37.903039192800001 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 8 9 12 -6 -12 13 14 15 -1 17 18 19 23 -21 24 -23 25 -22 26 29 -28 -29 -13
right_child=1 -3 -4 4 10 -7 -8 -9 -10 -11 11 16 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00073013287082158193 -0.0094383324411919309 -7.7877939146841715e-05 0.0080681144411442248 0.014595964253577351 -0.0063375057826219345 -0.0016838495424922962 -0.0083364329405397897 -0.006803520502819748 0.011570303586850112 -0.0070786718710796701 0.0094301363385259768 -0.0020838333594393153 0.0053196405011921126 -0.0064393536130588971 0.0059538778186379376 -0.0079164449415917056 -0.00064971479542976277 0.014676794584865533 -0.0080525623784273772 0.00033397342782269404 0.10036082326376564 -0.0056935654519159372 0.036744984321963763 -0.025403698171982875 0.048652260436910628 0.015820368051599205 0.027032287290062296 -0.056215002872820975 -0.023776854243411763 0.0064142332805544175
leaf_weight=2.2068449219106219 0.82483296688922436 19.796648902334002 0.64331889110473284 1.2663857981096978 1.28204714634922 1.2305623297565804 1.0682828647550184 1.2073130805511025 0.64788351894821961 1.2455922985791401 0.53913493501022713 1.1675796079562157 1.0364791581596362 0.5886222777921154 1.0915702512603784 0.53775480183719526 10.665948858106834 0.62039169957279217 1.112375884382345 2.076017514802516 0.073999195214128011 0.37004255331703462 0.24372571307321778 0.25810575368086563 0.060183372253959533 0.26083975112851465 0.11226380090920418 0.14954946239663514 0.11951395445814228 0.90324793241899559
leaf_count=281 46 2024 16 23 22 22 8 19 14 28 13 51 5 41 77 8 969 14 32 14 31 38 25 31 13 32 26 18 27 66
internal_value=3.78629e-06 -0.000452284 0.000290646 0.000134982 0.000764155 0.00657284 -0.00133577 -0.000462307 0.00057863 -0.000483166 3.94976e-05 0.000475928 0.00102112 1.42182e-05 0.00100445 -0.000964008 0.000210589 0.00142953 0.000239723 0.00183144 0.00633748 0.0230009 0.0111587 -0.00245145 0.0771686 -0.000267844 -0.00197917 -0.0215401 -0.0418065 0.00162283
internal_weight=53.4071 20.6215 32.7856 32.1423 22.5119 2.49695 9.63034 8.56206 7.35475 6.70686 20.015 18.7329 5.46127 4.42479 3.83617 2.7446 18.1938 7.52784 6.90744 5.79507 2.82397 0.747951 0.613768 2.9711 0.134183 2.71299 2.45215 0.381327 0.269063 2.07083
internal_count=4034 2070 1964 1948 1467 45 481 473 454 440 1422 1400 412 407 366 289 1387 418 404 372 121 107 63 251 44 220 188 71 45 117
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 2 0 2 2 2 2 2 2 2 2 2 0 0 1 1 0 2 0 0 1 1 1 1 2 2
split_gain=0.000654447 0.0114034 0.00493198 0.0336199 0.0164492 0.00372263 0.00420308 0.0303929 0.0209164 0.0295774 0.0272185 0.0204623 0.00809193 0.0140314 0.00365588 0.00264492 0.00888 0.00465898 0.0025155 0.00254276 0.0147889 0.0135003 0.0552283 0.00190766 0.010361 0.00813822 0.0072849 0.0658987 0.00440876 0.00737287
threshold=0.34485494450000004 0.34479506600000004 40.720231579350006 0.3447052483500001 0.34452561300000012 41.535369675400013 0.39672464895000009 49.283271594150008 41.646178195200001 49.122847560300009 48.96897326980001 48.778770352700008 43.631818398850008 42.488347682450005 48.86568841230001 40.241071441700008 0.47817430615000006 0.46898296455000005 0.34494476210000008 0.34515433670000012 0.48271009850000007 40.633548727200008 0.47721625100000004 0.48098859315000003 0.34518427590000006 0.34518427590000006 0.34527409360000011 0.34542378970000004 40.280372415600006 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 14 8 -8 10 11 12 13 -10 -7 16 17 -1 -2 20 21 -20 -23 24 -21 -25 -27 -28 -26 -30
right_child=18 -3 4 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 23 -22 22 -24 25 28 26 27 -29 29 -31
leaf_value=-0.0019091457378514667 0.003834235980874338 -0.01440074615719554 -0.0055759233639016631 -0.035496627441763261 0.01630053896007215 0.0030489693379422093 0.10073318172621443 -0.0014906782888940108 -0.077580446696052241 0.10125875264075375 -0.10096719935169914 0.070087924392244233 -0.10031994155725713 0.053293855926495041 -0.00570817198635827 0.0062930456335224434 -0.011969914646659221 0.0091289791958768674 0.0025316204998913788 0.0133039317486441 0.0090192559594983266 -0.003486555469412643 -0.067395121172785899 -0.012641863336610541 -0.0071843554443962333 0.010487102090618525 -0.070995204890890992 0.00011409986891023432 0.0087321702231912129 -0.00030395966561227729
leaf_weight=0.92292440637690043 1.7843869852595151 0.57473369663296736 0.99004191626749394 0.28712268918752659 0.70629411900154071 0.95920993953117084 0.046463811770081298 0.86673129532573512 0.014025471292995917 0.037124086171388626 0.022170268450281583 0.045295426156371832 0.010880354480150345 0.019696210459017038 0.94775506312362268 0.60695280269828789 0.56272371998056758 0.65288731771715902 0.53533941389816309 0.68768399161398353 0.63065580767579366 0.58816449264134008 0.17558951217142749 0.51398301636800781 0.68431762730090806 0.65411286475136776 0.13084956805687298 32.440522538267082 1.0931279761650925 5.19064908074676
leaf_count=169 47 16 36 13 39 131 3 9 30 1 5 6 49 20 19 26 8 24 10 17 9 66 24 5 74 17 16 2780 15 350
internal_value=4.66643e-06 -0.00081293 0.000201499 -0.00293802 0.00224213 -0.000265676 0.00150487 0.00654548 0.0421447 0.0238981 -0.00172877 0.0227451 -0.0253336 -0.00113919 -0.0013033 0.000466957 -0.00118659 0.00266415 0.000154613 3.06387e-06 -0.00354514 -0.00964462 -0.0181793 0.000168473 0.00159359 -0.000154898 3.82693e-05 -0.000171569 0.000437889 0.00126797
internal_weight=53.3824 8.27303 7.6983 3.03261 4.66569 3.95939 2.96935 1.06239 0.195656 0.149192 0.112068 0.0898975 0.044602 0.0337217 1.90697 2.74549 2.13854 1.57581 45.1094 43.325 1.92975 1.29909 0.763754 41.3952 7.65578 33.7395 33.2255 32.5714 6.96809 6.28378
internal_count=4034 604 588 240 348 309 273 123 114 111 110 105 99 50 150 227 201 193 3430 3383 109 100 90 3274 456 2818 2813 2796 439 365
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 0 0 1 1 2 2 0 0 1 2 0 0 0 1 1 1 2 1 2 0 0 1 1 1 2
split_gain=0.000771788 0.00553162 0.032289 0.0728046 0.061197 0.0322003 0.0230082 0.01257 0.00923996 0.00683825 0.00340654 0.00287782 0.00908617 0.0155312 0.0042062 0.0041771 0.0071767 0.0048443 0.00354447 0.00363003 0.00254972 0.00247167 0.00491621 0.0255321 0.0420823 0.0130786 0.0079782 0.00540406 0.00262845 0.00243062
threshold=41.436838994450007 41.741384785950011 0.48200652675000005 0.48637765340000011 0.34587287805000005 0.49336846205000007 0.50465554925000011 0.43401395170000007 0.34530403280000005 41.770271989050009 41.385032804600009 0.48028502140000007 0.48271009850000007 0.34545372890000009 41.32819714970001 0.47997065955000012 0.47943175355000006 0.4784437592000001 0.34542378970000004 0.34551360740000009 0.43590012275000006 41.147265497500008 0.34467530910000005 38.179089776100007 0.47396784530000008 0.44955240860000006 0.34503457980000002 0.34521421515000011 0.34515433670000012 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 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 8 -4 -5 -6 -7 -8 -2 -3 11 14 13 -13 15 16 17 21 -14 -20 -9 22 23 -1 25 -25 -24 28 -28 -11
right_child=1 9 3 4 5 6 7 20 -10 29 -12 12 18 -15 -16 -17 -18 -19 19 -21 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0016210506769043346 0.0076108566922197946 0.010580507726517828 -0.10338652586119115 0.10031753439556333 -0.10768592902729533 0.10016455243276107 -0.10025451786179072 0.07749499296805662 -0.008806332012849102 -0.0062629644025390301 0.0075221380019091025 0.014277819892909688 -0.0050194459822775674 -0.001512353062361521 -0.0071803299016497697 -0.0062803434507158144 0.0096161780448919976 -0.006346953695579337 0.008532489081829667 0.00018055498862266727 -0.012318061680718487 0.0039040709707948936 -0.013789619359788549 0.033704335611747023 0.06424059856963911 -0.056463938611228587 -0.0012100353529073684 -0.0081005826296522854 0.0088638460619122495 -0.00011507175507838519
leaf_weight=1.4411708389588409 0.71908783006122179 0.5920638442181908 0.10305230412632238 0.047023909166455269 0.039704613387584686 0.018843191443011165 0.016195584808972541 0.0063514185603708029 0.65518391401815279 0.66728933238138566 0.64141095411350235 1.260575868189336 1.2800605617812859 1.2314440399769013 1.0752627279143769 1.1050345334224401 0.74541854963172216 1.2481273051707829 0.53573793056421237 18.174623341478522 0.0062925518781364875 1.5722354007326087 0.59536521210437698 0.023663932898280282 0.15367953549139202 0.050234853961683257 0.49598047842694482 0.56532423920854546 0.54208288714289665 17.724896702158293
leaf_count=158 29 15 15 5 1 6 28 3 31 32 16 23 22 22 8 10 23 28 13 1387 38 20 36 30 9 34 55 66 4 1867
internal_value=4.48464e-06 -0.000475117 -0.00609963 -0.0401497 0.00833356 -0.0411638 0.014228 -0.0419212 -0.000216036 2.39629e-06 0.000306215 0.000162011 0.000781205 0.00647503 -0.00128605 -0.000543756 0.000309047 -0.000728311 7.14093e-05 0.000419698 0.0327975 0.000560866 -0.00079823 0.00329431 0.0344215 -0.0275902 -0.00390427 -0.000233674 0.00405061 -0.000338124
internal_weight=53.3334 20.596 1.61174 0.237464 0.134411 0.0873874 0.0476827 0.0288396 1.37427 18.9842 32.7374 32.096 22.4824 2.49202 9.61358 8.53832 7.43328 6.68786 19.9904 18.7104 0.012644 5.43974 3.8675 1.66875 0.227578 0.0738988 2.19875 1.60339 1.03806 18.3922
internal_count=4034 2070 156 96 81 76 75 69 60 1914 1964 1948 1467 45 481 473 463 440 1422 1400 41 412 392 231 73 64 161 125 59 1899
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 0 0 0 0 1 0 2 2 0 0 2 0 2 0 2 2 0 2 1 0 0 1 1 1
split_gain=0.000736449 0.00649139 0.00281389 0.00185149 0.00310729 0.00182125 0.00933478 0.0124651 0.00252771 0.00407891 0.00126369 0.00398572 0.00257102 0.0232876 0.0169226 0.0154587 0.0111574 0.0102571 0.00680535 0.0107817 0.0021014 0.00121119 0.02778 0.00410761 0.0137643 0.017794 0.01785 0.0152753 0.0130113 0.00625033
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.34566330350000002 0.4778150355000001 0.34515433670000012 0.47769527860000011 0.47709649410000005 0.47754558250000007 0.47709649410000005 0.31100865245000009 0.47515044460000005 48.457543166250012 38.969453495950006 0.47396784530000008 0.40750276940000008 39.051326806600009 0.45994131915000008 40.098777110850008 0.43780126340000008 49.420225120050006 43.631818398850008 0.49094338495000006 47.709122305950011 0.3782970569500001 0.54228915300000013 0.54386096225000014 0.39162001140000008 0.39670967935000007 0.39278764110000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 8 7 -7 9 10 20 12 13 -12 15 -15 -17 18 -18 -20 -1 -4 -23 -24 -25 27 -27 -26 -28 -29
right_child=2 -3 21 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 19 -21 -22 22 23 24 25 26 28 29 -30 -31
leaf_value=0.005042354050857888 0.0067119248458142114 -0.010445654711580994 -1.8653062948674772e-05 0.0055108621144451825 -0.0037227746206731846 0.0036538908394342937 0.013344677423717836 -0.027232540361379384 -0.0036914212174208507 0.0083115594216090199 -0.0021999216757368468 -0.018431305978039061 -0.0046190257463277293 0.10030514170215964 0.086551355399503621 0.087682277052446744 0.070653776320292655 -0.052943212107041643 -0.079518947243659016 0.043741232130078161 -0.0017134064248240438 0.057528331894937446 -0.0014595274926084464 0.099087725335433641 -0.10072188044424815 0.10049011110238143 -0.10047124557901795 0.10022986192803951 0.059081085201108233 -0.036952312931874363
leaf_weight=0.97715597906998952 0.65313484329817484 0.64558664828882761 39.319645060460559 0.55318563240727492 2.2416961893859471 0.54950969821128015 0.58083017682656646 0.17142837976280134 1.5703388253168666 0.64769516481101153 1.4499728275356898 0.13266999199220197 1.0108838986034241 0.018342502415180095 0.049449087628090638 0.012553652806673199 0.016036283923313022 0.036523968543903607 0.012698406260511774 0.016086041889266767 0.87068182043731213 0.087687189931928589 1.5724472953252977 0.017833496509410796 0.022552772403287236 0.024928228929638863 0.010869884719795664 0.006919223815202713 0.0096473647384538452 0.0063872327754292968
leaf_count=190 15 31 2256 212 37 77 6 14 12 18 185 41 25 2 10 2 5 35 91 31 6 27 395 6 11 2 25 1 204 62
internal_value=4.07047e-06 -0.000702117 0.000199744 -0.000125963 -0.000426817 0.000482782 0.00391038 -0.00369044 -0.000171357 0.000881386 -0.000164113 -0.00152103 -0.000665564 0.00181417 0.037811 0.0163378 -6.47502e-05 -0.0136065 0.0184487 -0.0106356 0.00185911 9.6204e-05 0.00266325 -0.000214832 0.0195275 0.00207662 0.0436326 -0.0505886 -0.0254485 0.034381
internal_weight=53.2954 11.5633 41.7321 10.9177 10.3646 8.12286 1.30177 0.720938 6.82109 5.25075 4.60305 2.75522 2.62255 1.61166 0.16169 0.112241 0.0938984 0.0813447 0.0448207 0.0287844 1.84784 41.0789 1.75927 1.67159 0.0991382 0.0813047 0.0454455 0.0358592 0.0205172 0.0133065
internal_count=4034 1030 3004 999 787 750 97 91 653 641 623 427 386 361 176 166 164 162 127 122 196 2989 733 706 311 305 231 74 229 63
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 0 0 1 1 2 2 1 0 0 1 2 0 0 0 2 2 2 2 0 2 0 2 0 1 2
split_gain=0.000747455 0.00454626 0.0280215 0.0344532 0.0551762 0.0289885 0.020696 0.011421 0.00894692 0.00485619 0.0027597 0.00223058 0.00213702 0.00740696 0.0127605 0.00422287 0.00359839 0.00701885 0.00384391 0.00319589 0.0108426 0.00440008 0.00426467 0.0103086 0.0118049 0.0110325 0.00803438 0.0186831 0.0363465 0.0307663
threshold=41.436838994450007 41.741384785950011 0.48119816770000007 0.48637765340000011 0.34587287805000005 0.49336846205000007 0.50465554925000011 0.43401395170000007 0.3453938505000001 41.770271989050009 41.385032804600009 0.43590012275000006 0.48028502140000007 0.48271009850000007 0.34545372890000009 41.32819714970001 0.47976108500000009 0.47943175355000006 0.4784437592000001 41.32819714970001 41.257403903850005 41.092444989200011 40.159267750750011 0.5231430197000001 39.749124837650008 0.52770875125000016 37.784765830350004 0.5223196910500002 0.37078231190000005 39.011793722550003
decision_type=2 2 2 2 2 2 2 2 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 8 -4 -5 -6 -7 -8 -2 -3 12 -9 15 14 -14 16 17 18 -1 20 21 22 23 24 26 -25 -15 28 -28 -30
right_child=1 9 3 4 5 6 7 11 -10 -11 -12 -13 13 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0006947871047108924 -0.0063702230402440515 0.0089317087436106661 -0.06015262447790351 0.10028723264701955 -0.1069011356334309 0.10014887555105179 -0.10023025225147147 0.07418133080395567 0.010506903023957792 -0.00032306267793033512 0.0068158848385215416 -0.011100962785351378 0.012986608760931452 0.0056090369809067503 -0.0013580745542566902 -0.0069859245677238854 -0.0053852146570880248 0.010501929498858023 -0.0054507686164180971 0.0053980615124952858 -0.012223886763662969 0.0081204441915305771 -0.001993946550577668 -0.013256588358435538 0.013059809423491745 0.00036552112267454061 0.012489194344601752 0.012294619328778124 -0.0082806388824448705 -0.085691357864035977
leaf_weight=5.434615596990918 0.73018178786479759 0.58501818390862226 0.18386396393179882 0.042561986483633518 0.036175847053527832 0.017052875482477248 0.014657465655169233 0.0059909255942329764 0.5512331130066741 18.383869816500575 0.63763513563291851 0.0062836612045686913 1.2481817884836393 1.1568688776761686 1.2324537458177767 1.0739123809617002 1.2097308823140336 0.64050754721392866 1.2522969338206165 1.0643364974365059 0.72527444768740679 0.68268260163330197 6.9185373916507649 0.6513982177110228 1.3513626938147352 6.8118883755261814 0.163132861311169 0.25651558744721115 0.093879156395459518 0.11331137194792973
leaf_count=412 30 15 18 5 1 6 28 3 27 1899 16 38 23 118 22 8 19 14 28 23 38 55 247 75 39 733 36 13 23 22
internal_value=4.63096e-06 -0.000467918 -0.00560769 -0.0327651 0.008267 -0.0405919 0.0139449 -0.0406379 0.000889901 -3.76369e-05 0.000301531 0.0305232 0.000172053 0.000705838 0.00585974 -0.00107589 -0.00033245 0.000501743 -0.000456127 6.62448e-05 -0.000233617 0.000244209 -6.27502e-05 0.00119792 0.00600989 -0.000823421 0.000668773 -0.00844878 -0.0228173 -0.0506161
internal_weight=53.2754 20.5569 1.588 0.306587 0.122723 0.0801608 0.0439849 0.0269321 1.28141 18.9689 32.7185 0.0122746 32.0809 22.4698 2.48064 9.61106 8.53715 7.32742 6.68691 19.9892 18.9249 18.1996 17.5169 10.5984 3.13507 7.46329 1.78371 0.626839 0.370323 0.207191
internal_count=4034 2070 156 99 81 76 75 69 57 1914 1964 41 1948 1467 45 481 473 454 440 1422 1399 1361 1306 1059 251 808 212 94 81 45
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 0 1 2 2 2 0 0 1 1 1 2 0 2 2 1 0 0 0 2 2 2 1 0 2
split_gain=0.000740175 0.00393108 0.0116373 0.00336941 0.0268135 0.00212666 0.0170365 0.038424 0.0121134 0.0112784 0.00692433 0.00624381 0.0152115 0.0493581 0.0085572 0.00854761 0.00500285 0.00521407 0.00493773 0.00432218 0.00526532 0.00395387 0.00864102 0.0151816 0.00349987 0.00292032 0.0028529 0.00279819 0.00257098 0.00225982
threshold=0.34515433670000012 0.4815274992000001 0.47976108500000009 0.47943175355000006 0.4778150355000001 42.094663496250007 0.47943175355000006 0.34542378970000004 42.434124620650003 42.456897412850005 42.066503896600004 0.48098859315000003 0.47865333370000007 0.34554354660000003 0.34560342505000002 0.34521421515000011 43.426640904350009 0.47769527860000011 42.047301293400004 42.456897412850005 0.34641178410000012 0.4778150355000001 0.47754558250000007 0.47709649410000005 42.388109226950007 42.719328117250008 44.756878345700009 0.34545372890000009 0.53928026105000015 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 -7 -9 -10 11 12 21 -14 -15 -13 25 26 27 20 -8 22 23 -2 28 -11 -18 -17 -22 -29
right_child=5 -3 -4 -5 -6 6 19 8 9 16 -12 15 13 14 -16 18 17 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00022805189781201866 0.0041738527372332315 0.0024274917610952475 -0.014068866235751435 0.0044651708525496221 -0.031555600397292022 -0.10114038294269825 -0.011942214375594173 -0.10084639605860984 0.10058588880312642 0.011732831725369767 0.01150467344530785 -0.01317959172268281 0.029406181012565216 -0.010603481707744358 0.0058705706923805508 0.012657890876816886 -0.10004572200805595 0.077844653967537397 -0.0091911089162487244 0.00051891059810140426 -0.0098707633284378579 -0.0025494298362007343 0.013201309115581834 -0.032808988642555728 0.004776046249073098 -0.10020946500316007 0.015176301518519845 -0.00012812242138004481 1.1958943642626293e-05 0.0043101743162269517
leaf_weight=6.8098740223143928 0.5427201564639994 3.019744927994906 0.70580852671992111 1.0991668652277438 0.28463189695867175 0.053148101953012117 0.66365504545137755 0.0073784464597395063 0.017511233687400818 0.0037205192674107934 0.57267035928089072 0.50438770023175195 0.81485819013323668 0.61568154813721754 0.64628036886347218 0.17879931296921014 0.003300694735429488 0.010282113937137183 0.57403482596771382 7.5785439754362569 0.51743932164413287 2.6608564450871199 0.58143010456842603 0.13953663036227226 0.5901954756482154 0.0062375312844837882 0.0061580812107422389 22.279283626498007 0.53582431846260548 1.2094825231052215
leaf_count=653 88 46 16 15 30 52 22 11 1 20 11 5 22 8 36 23 33 10 12 1075 29 24 9 8 15 41 60 1547 48 64
internal_value=4.05471e-06 -0.00069017 -0.00174804 -0.000686721 -0.00148491 0.000204344 -0.00106582 -0.0406165 0.0183102 0.0369331 0.000609618 0.000406697 0.00330036 0.0102212 -0.00216673 -0.000295071 -0.000598113 0.0285521 -2.69862e-05 -0.000634782 -0.0044245 -0.000362042 0.00424379 -0.00338996 -0.00138872 -0.0583857 -0.0250311 0.000195281 -0.00484315 0.000100414
internal_weight=53.2326 11.9192 8.89948 8.19367 7.09451 41.3134 9.99339 0.107737 0.0545886 0.0472102 31.32 30.7474 6.00136 2.07682 1.26196 24.746 0.0296989 0.0197409 24.2416 9.88566 2.30711 3.92454 1.26369 0.682257 1.64346 0.00995805 0.00945878 23.6676 1.05326 23.4888
internal_count=4034 760 714 698 683 3274 1417 228 176 165 1857 1846 195 66 44 1651 164 103 1646 1189 114 129 105 96 92 61 93 1634 77 1611
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=2 1 0 2 0 2 2 0 0 2 2 2 0 1 0 1 0 2 1 1 2 2 2 1 2 1 2 2 2 1
split_gain=0.000781527 0.00362699 0.0137779 0.0760194 0.0418404 0.0239235 0.00949443 0.0235819 0.0187778 0.0121336 0.0133286 0.00628417 0.0062005 0.00691071 0.00539748 0.00536337 0.00404897 0.0058298 0.00310478 0.0295112 0.00397439 0.0259267 0.00307649 0.0186202 0.0035949 0.00302622 0.00289608 0.00284366 0.0034606 0.0024136
threshold=40.563919884450009 0.37078231190000005 0.52005927965000021 40.098777110850008 0.51191581090000016 37.784765830350004 40.241071441700008 0.47976108500000009 0.50278434775000014 40.206947806850003 40.137820134150012 39.952536079750011 0.5231430197000001 0.39019789825000006 0.53833717555000005 0.39591628995000006 0.5398790455000001 40.003678352300007 0.42039160505000012 0.42114008565000011 39.184300550350009 39.458743938000005 40.844669808050007 0.34545372890000009 40.984321400500008 0.36491422415000008 37.784765830350004 40.720231579350006 40.636252116050009 0.44751654140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 8 -8 9 10 11 25 13 -4 15 -14 -16 18 26 -20 -21 -22 23 -2 29 -1 -18 28 -25 -24
right_child=22 2 12 -5 -6 -7 7 -9 -10 -11 -12 -13 14 -15 16 -17 17 -19 19 20 21 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0010969547042523008 -0.018320894444866124 -0.0021686574666826826 -0.0022949805647047776 -0.095602249008568341 0.028656583227313705 -0.10334013942238987 -0.00015385080705640765 0.017304540550171763 0.023089993948614811 -0.01491283555187157 0.013599001100813518 -0.0071615260870313089 0.00062439174085107262 0.021006621181919843 0.0036865103040331889 -0.010181838881918511 0.0013119945634924549 -0.010066987828240032 0.062359248427786722 0.0015277231015568922 0.0220927224834442 -0.097466794469798917 0.0092777371460021716 0.0094543336243144011 -0.0001742987478075765 -0.011403146531354661 -0.0060429527371763459 -0.0020588871277725097 -0.0013729912622251193 0.0002912291860025409
leaf_weight=3.6518161534472484 0.65451533445114529 0.048428038144725849 0.23027662118329217 0.098147113944719422 0.22318467867319214 0.045175682971611231 2.1302269742127469 1.2149687683522641 0.32712681940756727 0.60825667204335321 0.63587906994507637 1.5180442031934402 0.81227516576823688 0.28455496951755777 2.6141168787216884 1.0569122067766867 1.0652386977485266 0.64380520445167366 0.08067595073953282 1.6551488045128873 0.04970652190499425 0.028558202159767232 0.68889605359886263 0.59460024947748069 27.754499258711423 0.20452187901952346 1.0762825315277949 2.0921530182937857 0.58623883650309039 0.52788980036802968
leaf_count=363 78 17 34 15 30 25 24 37 22 6 11 20 64 27 22 89 37 103 7 452 28 44 34 15 2296 28 24 34 29 19
internal_value=3.98188e-06 0.000491863 -0.000863153 -0.0187038 0.00512085 -0.0509967 0.00181023 0.006187 -0.000297738 -0.0014537 -9.15949e-05 -0.00171142 -9.18406e-05 0.0105842 -0.000696983 -0.00548588 0.000543926 -0.00124219 0.000194114 0.00323809 0.000486488 -0.0215336 -0.000297111 -0.00292352 5.89397e-05 0.000434009 -0.00238444 0.000155558 0.004079 0.00537903
internal_weight=53.2021 20.3033 10.0125 0.414936 0.316788 0.0936037 10.2908 3.3452 6.94564 6.61852 6.01026 5.37438 9.59755 0.514832 9.08272 1.86919 7.21353 4.59942 3.95561 1.81409 1.73341 0.0782647 32.8988 3.92751 28.9713 3.85634 2.14152 3.27299 1.18084 1.21679
internal_count=4034 1529 1018 87 72 42 511 61 450 428 422 411 931 61 870 153 717 695 592 531 524 72 2505 156 2349 391 61 78 44 53
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 2 1 2 1 0 0 1 0 2 1 2 0 2 2 2 2 1 2 0 1 2 1 1 1
split_gain=0.000642439 0.0038532 0.0123851 0.00696119 0.00583769 0.00342018 0.00312738 0.0117761 0.00465253 0.00390599 0.0132373 0.00380454 0.00191052 0.0164882 0.0410873 0.0247012 0.00993216 0.0048898 0.0160008 0.0278909 0.00487481 0.019803 0.00502292 0.115991 0.0432263 0.021513 0.00521628 0.0125518 0.00587993 0.00835627
threshold=40.467253020850002 40.316494640950005 0.39591628995000006 40.206947806850003 40.137820134150012 40.040005255000004 39.896141435400004 0.34554354660000003 39.685256516350002 0.41804137600000008 0.50410167360000013 0.50278434775000014 0.37003383130000006 0.51675099550000014 42.536568606950006 0.37668033890000002 43.308802343500005 0.53866650695000018 42.360359531950003 41.092444989200011 40.720231579350006 40.563919884450009 0.34829795515000012 41.32819714970001 0.49649711085000009 0.35275889945000011 41.32819714970001 0.34560342505000002 0.34548366815000003 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 -1 10 -10 -9 20 14 -14 -16 -17 18 19 -15 21 -2 26 -24 -25 -26 27 28 29 -22
right_child=12 2 -4 -5 -6 -7 7 11 9 -11 -12 -13 13 17 15 16 -18 -19 -20 -21 22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00010004924123114352 0.00078490340161115404 0.0096278086048365071 -0.0028464086994525253 -0.0087414449429791784 0.0096447613533421767 -0.0072682168592831638 -0.0054860727323926732 0.0045702676529606728 -0.035792130343286238 -0.0021884245085315689 0.0046676444999028763 0.014298436700732262 0.058981116299337139 -0.0061027353479056815 -0.065668874943583339 0.098609251107237422 -0.02089083917730003 -0.00097686836634472223 -0.009081779031947337 0.023123449171764347 -0.0018738608820195531 -0.020444100573061397 -0.10410189841236471 -0.0098435825077419319 0.072278868847162045 0.012856370671108779 -0.00081646427890799461 0.01180830104721901 -0.0061533525183442381 0.0089448028943206939
leaf_weight=9.8713706255788498 1.5504168673132981 1.6584704333126876 1.5303858396718952 0.89402086549800763 0.64564975246933975 0.63217335704431299 0.96431414970720775 1.031131951482706 0.16764071036595818 0.50175520757941361 0.15621720161470876 0.65890335952537515 0.14869912488179163 0.56555271212709979 0.057408184929556676 0.016485940242546349 0.01203075557892317 6.6791817837225382 0.58276478554284916 0.77258515775702108 1.7927917620084408 0.61320420933341768 0.10943140567451293 0.55006859556182819 0.11456341797020286 0.13012821289157728 17.30198607148257 1.1911039231345055 1.0885929165524428 1.1864116263677713
leaf_count=1203 21 32 29 45 31 30 5 5 17 24 25 53 35 11 17 5 62 891 265 78 57 72 15 115 12 35 777 22 20 25
internal_value=3.41968e-06 0.000475134 0.00364122 -0.000175261 0.000348238 -8.10037e-05 0.000259304 0.00333172 -0.000503084 -0.00771439 -0.0162758 0.00836304 -0.000252699 0.00101543 0.0271705 -0.0278801 0.048194 0.00030188 0.00474822 0.0107712 -0.000689848 -0.00523173 -0.000271059 -0.00757934 0.00571096 0.0406777 2.18405e-05 0.0027799 0.00013626 0.00243447
internal_weight=53.1754 18.712 3.18886 15.5232 14.6292 13.9835 13.3513 2.65435 10.697 0.825613 0.323858 1.69004 34.4634 8.83471 0.234624 0.0859249 0.0285167 8.60008 1.9209 1.33814 25.6287 2.16362 23.4651 0.904192 0.79476 0.244692 22.5609 5.2589 4.0678 2.9792
internal_count=4034 1499 61 1438 1393 1362 1332 63 1269 66 42 58 2535 1364 119 84 67 1245 354 89 1171 93 1078 177 162 47 901 124 102 82
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 2 0 2 0 0 0 2 2 0 1 1 0 0 0 2 1 1 2 0 2 2 0 1 0 1
split_gain=0.000636456 0.00170401 0.00146948 0.018452 0.0651843 0.017867 0.0170014 0.00542042 0.00973774 0.00426048 0.00176737 0.00123854 0.020225 0.00628518 0.0154945 0.0123517 0.0118858 0.00817066 0.00708481 0.00476517 0.00357117 0.00603359 0.0021545 0.00427523 0.0044919 0.00200739 0.0017613 0.00322237 0.00143391 0.0164661
threshold=0.31100865245000009 49.420225120050006 48.457543166250012 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.55832160710000012 0.5054040298000001 43.384297312450009 47.709122305950011 0.48386275860000011 0.34524415440000006 0.34527409360000011 0.49094338495000006 0.47943175355000006 0.47769527860000011 43.752965619700007 0.34503457980000002 0.34440585610000002 43.047778594550003 0.50922128080000018 43.182896969600009 42.824128352900011 0.46989611090000011 0.35862698720000002 0.48447651265000008 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 -5 -6 -7 -8 10 -10 -9 22 13 14 20 -16 -15 18 26 -18 21 -13 25 24 -24 28 27 -17 -2 -30
right_child=2 -3 3 4 5 6 7 8 9 -11 -12 12 -14 16 15 17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0046975007759037192 -0.00055995228104484902 -0.0013858080713837733 0.0019448683333676067 -0.11358814257915256 0.051405338957765993 -0.10086238764299325 0.096382440827927865 0.0051318597239139591 0.10024035375828177 -0.10005891777901144 -0.10013120024286709 0.016207660923897811 0.060432082322035785 0.040924547042444498 0.10040847520680254 0.10005284177903291 0.0074841912572885493 -0.10030539101439979 0.074669256908855106 -0.0038857141135358007 -0.10103411140634269 -0.10048146307052674 -0.011863326617313912 0.0053179195812444015 -0.0020244156422651715 0.0052500216650103113 -0.10005304379760982 -0.10003045113895948 0.019756800403046632 0.0001909224606049321
leaf_weight=0.97584601050876674 22.169650547538321 0.87184754689224064 0.89772004991783549 0.063943421750082052 0.058318056713687838 0.020106781077629421 0.0071312212785414877 0.0020403624512255192 0.0072334753349423409 0.0012446681765974077 0.0073084380948094108 0.0092507606184460967 0.058479876100903883 0.074686563246601056 0.012251796200871468 0.001596140442416071 0.56911462815446578 0.0087173575921042357 0.0097093434960697778 1.046252010778832 0.02038062358769821 0.0085051027654117206 0.60457998663730794 0.56037131204371338 1.9958424267767219 0.7432197766833174 0.004028846370545125 0.0016237811934161073 0.43874295777641492 21.889941314855019
leaf_count=190 856 6 21 5 12 9 5 2 1 164 83 34 39 16 1 1 52 7 10 376 9 8 62 48 30 93 31 62 51 1750
internal_value=3.6367e-06 0.00182705 -6.20481e-05 -0.00373776 -0.0342255 0.0148611 -0.0324305 0.0226995 -0.00677547 0.0708346 -0.0771577 1.58942e-05 0.00257352 0.000657702 -0.027462 0.0177959 0.00192328 -0.0216252 0.0188206 0.000120051 -0.0724715 -0.0396867 -8.05193e-05 -0.00260464 -0.00431189 9.58281e-05 -0.0559857 -0.000847591 9.74176e-06 0.000575378
internal_weight=53.1397 1.84769 51.292 1.06505 0.167326 0.103383 0.0450649 0.0249582 0.0178269 0.00847814 0.0093488 50.2269 1.8246 1.76612 0.0760638 0.0379273 1.69005 0.0256755 0.0169581 1.61537 0.0381365 0.0177559 48.4023 3.16079 2.60042 45.2416 0.00724877 0.00321992 44.4983 22.3287
internal_count=4034 196 3838 302 281 276 264 255 250 165 85 3536 646 607 163 112 444 111 104 428 51 42 2890 140 92 2750 94 63 2657 1801
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 2 1 0 0 0 1 1 1 0 2 1 2 2 0 1 0 1 0 0 0 0 0 2 1
split_gain=0.000624585 0.00116462 0.012448 0.00823831 0.00424284 0.0023009 0.000867042 0.00374332 0.0256486 0.0595702 0.0196133 0.0291376 0.033949 0.0147285 0.0277497 0.010681 0.0076712 0.0196699 0.0106749 0.0102927 0.00450504 0.0203405 0.00816121 0.00387 0.00356975 0.00322375 0.00532169 0.0302046 0.00746877 0.00611883
threshold=35.171584490050009 34.883496062400006 32.724174661450007 30.317390213800007 0.38052752915000004 0.38780276035000005 40.467253020850002 0.38052752915000004 0.5223196910500002 0.52005927965000021 0.48597347385000006 0.37413550490000008 0.36006406990000012 0.37003383130000006 0.50278434775000014 40.377444152000002 0.39542229275000007 37.784765830350004 39.110279783550006 0.53833717555000005 0.34479506600000004 0.47817430615000006 0.34521421515000011 0.46898296455000005 0.47943175355000006 0.5398790455000001 0.54499865270000014 0.5519595221500001 38.400997490450003 0.44922307715000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 10 9 -9 15 12 -12 14 -14 20 17 -10 -19 -18 21 23 -22 -2 -24 -21 28 -28 -27 -29
right_child=6 -3 -4 5 -6 -7 -8 8 16 -11 11 -13 13 -15 -16 -17 19 18 -20 25 22 -23 24 -25 -26 26 27 29 -30 -31
leaf_value=-0.10005209387149686 -0.0019375569884068512 -0.0038673696956896134 0.0051685424477093582 -0.095228468435354527 0.093797717376727041 -0.038037189323925004 -0.00022352318162969844 -0.08176779580694897 -0.0035429961125415612 0.0075849044132200857 0.060376777643065642 0.056362288202820868 -0.013068141509441742 -0.025129753970657531 0.039578814693422087 0.01354501584867894 -0.01009345169191809 0.0050036016848919191 0.035063279948835895 0.0032804362575554989 0.0067191821346261954 -0.01747170288589283 0.0011774689877370964 0.0080003231157265171 -0.0059587912965194303 0.0015477889321806864 0.061492273874569681 -0.031597778535063674 -0.010038322970434398 0.0012907297213400782
leaf_weight=0.0014659430118780089 0.91420001815981977 1.0794174640822505 0.58222307876653434 0.020381820849637453 0.0049135453791067096 0.010742074503999416 34.423658845563928 0.12667188616057856 0.65142304192135803 0.18155054053568165 0.10486827880959015 0.15124505248968489 0.23760040563320217 0.18092381501264754 0.17302577628288418 0.58170717744178535 1.0552775040707576 0.19776988688488473 0.2934132635127753 2.5899352260166784 1.7164358117869438 0.76853013061918307 1.5654701432303144 0.68581425952197606 1.269328441807829 1.0935848905088512 0.084536223474856231 0.059407335697521657 1.1326314457110127 1.1841060725846564
leaf_count=48 91 32 141 37 74 39 2535 28 33 35 37 21 41 28 15 11 85 24 24 20 44 17 36 24 31 20 20 109 26 308
internal_value=2.70322e-06 -0.00188364 0.00157154 -0.0542703 0.049253 -0.0754895 6.50327e-05 0.000649354 -0.000808508 -0.0291369 0.0021598 0.0165782 0.00793804 -0.00135815 0.00911573 0.000530535 0.000238165 0.00785013 0.0229601 -0.000969905 -0.00056352 -0.00410045 0.00127716 0.00232212 -0.00201791 0.00059708 -0.00135824 0.00365163 -0.00434687 -0.000280479
internal_weight=53.1223 1.69914 0.619726 0.0375034 0.00637949 0.0311239 51.4231 16.9995 8.65031 0.308222 8.34915 0.847663 0.696418 0.59155 0.410626 7.50149 8.34208 1.14261 0.491183 7.19948 6.91978 2.36854 4.55123 1.60001 2.8348 6.1442 3.55427 1.32805 2.22622 1.24351
internal_count=4034 371 339 198 122 76 3663 1128 732 63 396 142 121 84 56 254 669 81 48 588 243 132 111 115 67 503 483 437 46 417
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 0 0 1 0 1 0 0 0 0 2 0 1 2 0 2 2 0 0 2 1 0 1 2 1
split_gain=0.000557812 0.00610147 0.0188919 0.0142066 0.0066929 0.0168945 0.0240761 0.017487 0.00654344 0.00857898 0.00890754 0.00610588 0.0187562 0.0213172 0.0055156 0.00664098 0.00522917 0.00993602 0.0147874 0.00682951 0.00723576 0.00497684 0.00383191 0.00746021 0.0230422 0.00353926 0.00293547 0.00353753 0.0122379 0.00701492
threshold=0.48271009850000007 0.4815274992000001 0.34503457980000002 0.34569324270000007 0.34584293880000011 40.280372415600006 0.48028502140000007 0.48119816770000007 0.34560342505000002 0.48098859315000003 0.34551360740000009 0.48098859315000003 0.48068920095000006 0.47961138885000004 0.46495613905000005 42.141702038450013 0.47883296910000012 0.3447052483500001 42.047301293400004 0.4778150355000001 40.636252116050009 41.481306584950012 0.48537468940000006 0.48797940185000005 41.50623664750001 0.34536391125000004 0.49094338495000006 0.35275889945000011 42.233786329550007 0.36359689830000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 6 -6 11 9 10 16 12 13 14 -7 -16 19 -18 -19 25 -21 -10 -2 24 -24 -1 -25 28 -28 -29
right_child=22 2 3 -5 5 7 -8 -9 21 -11 -12 -13 -14 -15 15 -17 17 18 -20 20 -22 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=7.7767554532789387e-05 -0.0024335688548967303 0.019103173261255785 -0.0067775045356288383 0.01163378978028963 0.016238229934163781 -0.061296230297666676 -0.10375431350372832 -0.051542515664241673 0.0014764048111288799 -0.012444216786705093 -0.011661434040029749 -0.0033466923172065636 0.080821862196698027 -0.1025466481592946 0.099731203635587587 0.0069951387372980695 -0.0050543108938276224 0.013338316888380284 -0.00040256870997590501 -0.00015635164207239722 -0.011192737023513854 0.01215704942123912 0.031520076213949297 -0.0029242997065438078 -0.0010223530511590075 0.0082028317290396679 -0.0041176374162869636 -0.020605926385301791 0.014238921020536989 0.00017846268074699794
leaf_weight=7.4966679537787773 6.4696231808629809 0.6912331753410389 1.1897165465634314 0.64703353990048773 0.0276431458770241 0.0055003938495769003 0.042323340983784874 0.070959146367385983 1.0607848148792971 0.57848036137875247 0.63194145314233807 0.49545784050133079 0.036080471705645323 0.017637999444787056 0.013645173273054922 0.017789564279013348 1.0312931697117171 1.5205484263715336 1.6150218055772709 1.2418270575581112 1.1388676319277236 0.74104681797742689 0.30830409773625678 3.1285984407766447 0.73942239735227844 0.57740932555020652 0.72177772061332379 0.16371887276546004 0.73100770765449852 19.943536956467572
leaf_count=714 81 11 17 60 47 96 6 3 9 20 21 4 2 7 27 49 11 38 28 21 35 46 33 49 37 23 32 61 16 2430
internal_value=3.04229e-06 0.000405507 0.00501146 -0.000291742 -0.000228653 -0.00963142 -0.0563463 -0.00465711 0.000159019 -0.000490838 -3.75151e-05 0.0010192 0.0248805 -0.0121045 0.0310852 0.04725 0.000464866 0.00346038 0.00626087 -0.000729028 -0.0054359 0.00586908 -0.000257998 0.000288899 0.00855359 0.000658823 -6.18349e-05 0.00035354 0.00511895 9.2304e-06
internal_weight=53.0949 20.8889 2.52798 1.83675 18.3609 0.727037 0.0699665 0.657071 17.6339 15.8321 15.2536 0.586111 0.0906536 0.0545731 0.0369351 0.0314347 14.6216 4.16686 3.13557 10.4548 2.38069 1.80183 32.206 25.7364 1.04773 8.07408 24.6886 21.56 1.45279 20.1073
internal_count=4034 1295 88 77 1207 241 53 188 966 911 891 185 181 179 172 76 870 77 66 793 56 55 2739 2658 70 737 2588 2539 48 2491
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 2 2 2 2 2 0 1 1 0 0 0 0 1 1 2 1 0 0 2 2 1 0 0 2
split_gain=0.00067849 0.00472667 0.00461733 0.00909657 0.00602928 0.00406625 0.00256051 0.0026414 0.00285137 0.00214119 0.00320992 0.00347747 0.0126523 0.00957528 0.00636337 0.00489365 0.00186519 0.00152453 0.00818992 0.0378741 0.0688955 0.021435 0.0527107 0.0693553 0.0251169 0.0366756 0.0160913 0.0135736 0.0113388 0.00987124
threshold=39.896141435400004 40.003678352300007 39.420767558750008 39.525197829750006 0.37003383130000006 39.685256516350002 39.110279783550006 38.969453495950006 38.748048509250005 38.400997490450003 38.121007182500009 0.50086823750000009 0.36945001650000003 0.36491422415000008 0.51675099550000014 0.52366695610000014 0.47565941140000007 0.53866650695000018 0.38733870245000007 0.39587138110000003 41.385032804600009 0.35275889945000011 0.51505942935000004 0.50086823750000009 40.720231579350006 41.385032804600009 0.37078231190000005 0.52453519355000011 0.48637765340000011 40.720231579350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 7 8 9 10 11 13 -13 16 -14 -16 -1 18 21 20 -20 -3 23 28 -25 -26 -27 -22 29 -23
right_child=1 17 3 4 5 -7 -8 -9 -10 -11 -12 12 14 -15 15 -17 -18 -19 19 -21 27 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0013317799617201312 0.0047741816556128138 0.00010483874290490628 -0.022836762501456949 0.0097465237031121154 0.00070531083303683939 -0.010875458149484615 0.0059409978806328791 -0.0062312306258440553 0.0065218048497746543 -0.0058177374973145445 0.0067445069339636295 -0.026540159034805624 0.021085699143430205 0.025841928593834676 -0.018903208948882755 -0.00097816443578208198 0.0052628628834995427 -0.0013655711250485896 0.086543041057199344 0.0021569597247380772 0.016685135340089249 0.04449977297911864 -0.065997635504380009 0.063172769153332406 -0.048602044641337411 0.054629398392296351 -0.0030960171909862242 -0.071380335124026889 -0.089279056082652991 -0.061731758530193408
leaf_weight=1.4367038185299503 2.1293335180451995 28.884351676298881 0.25471730808553084 0.32147567915535558 0.55318525686758901 0.67091013876402505 0.72074604308889512 0.68270519251772999 0.66401848897518068 0.64660476878525308 0.67383265794052949 0.20750239229630585 0.12487257496519566 0.1626943505399846 0.16117371897280497 2.7676566884731071 0.61139931397337921 7.320850573893579 0.14031884138239581 3.1985921701366662 0.03041752748249138 0.013775307201738696 0.17048606562073587 0.096787937465705909 0.089974163100123405 0.10700669142534025 0.088004701402780938 0.041218344387061734 0.081325337574526202 0.023963714996544594
leaf_count=214 30 1074 47 38 28 47 60 48 46 62 60 14 30 27 33 473 42 987 25 298 20 8 31 16 10 34 36 61 26 109
internal_value=3.26223e-06 0.000182503 -0.000709927 -0.00532689 -0.00244118 -0.00564195 0.000228216 -0.000277667 0.000267435 -0.000343982 0.000231913 -0.00057006 -0.00264566 0.00249171 -0.001022 -0.00196458 0.000636851 -6.0186e-05 0.000229703 0.00486966 0.0458068 -0.00030572 -0.0179704 -0.00162187 0.0191597 0.00421186 0.0285791 -0.0339866 -0.068257 -0.0229557
internal_weight=53.0766 42.4164 10.6602 1.80029 1.54557 1.2241 8.85991 8.13916 7.45646 6.79244 6.14584 5.472 3.26121 2.2108 3.0537 2.92883 2.0481 40.2871 32.9662 3.41055 0.211955 29.5557 0.671324 0.500838 0.381773 0.284986 0.195011 0.0716359 0.119064 0.037739
internal_count=4034 2765 1269 160 113 75 1109 1049 1001 955 893 833 550 283 536 506 256 2735 1748 404 106 1344 270 239 96 80 70 81 143 117
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 0 1 0 0 0 0 2 2 2 2 2 1 1 1 2 0 1 0 0 1 1 0 0 1 1
split_gain=0.000575366 0.00108374 0.00930884 0.00449396 0.0187205 0.00492703 0.00240313 0.00278322 0.000831184 0.010198 0.00473385 0.0263419 0.0642429 0.0425349 0.0250135 0.0610298 0.0195613 0.0271057 0.014862 0.0363621 0.0209976 0.0181794 0.00555094 0.00396481 0.00516522 0.038538 0.0101208 0.0541684 0.00641085 0.00318318
threshold=35.171584490050009 34.883496062400006 0.52005927965000021 0.51675099550000014 0.38552737940000009 0.49485045360000007 0.34398670700000006 0.42018203045000008 0.49094338495000006 0.49053920540000012 0.50706565670000014 41.243661560350013 39.861052345600008 38.400997490450003 42.233786329550007 42.824128352900011 0.37413550490000008 0.36698003050000011 0.38052752915000004 39.952536079750011 0.52005927965000021 0.38976377950000002 0.5216909673500002 0.52284362740000012 0.39587138110000003 0.39408999735000005 0.52404119640000013 0.52770875125000016 0.39162001140000008 0.34641178410000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 29 11 12 13 -10 -13 -16 17 -12 19 -18 -20 22 -22 -23 25 26 -25 -28 -29 -2
right_child=8 -3 -4 -5 -6 -7 -8 -9 10 -11 16 14 -14 -15 15 -17 18 -19 20 -21 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.10019543461100854 -0.00023445666648898015 -0.0037193840321891412 -0.0027038897561220058 0.10017114702609481 -0.10050566371720837 0.06853054054360673 -0.10008198783246521 0.054367857177453897 0.023681595371422899 -0.013681804411664701 0.002588359535756801 -0.014547747468492026 0.080565207069565659 -0.04744329694993879 0.055211356114918411 -0.0056405186162217756 0.07088734795697961 -0.071321111172116355 -0.034101587617809646 -0.017774415666701172 0.011907878598165587 -0.010618476710518984 0.040818090551501096 0.0050159734822166208 -0.00019141424160363453 0.054194336140003047 -0.10102770484825757 0.04199019642799022 -0.003194742919622906 0.0046738583351206104
leaf_weight=0.0015320289861331798 29.564506208668352 1.0793346262041126 0.55043182222111275 0.0096537629142403603 0.0096367599035147578 0.037439623481930084 0.0023957932557114453 0.0048632926409482025 0.29647522966843398 0.55579914897680183 0.10898210550658305 0.77057637731195416 0.14650212552135855 0.11736785949324258 0.22339321640174603 0.62852203110451643 0.096859179466266876 0.091097927866030659 0.17785462217833981 0.088541257806241447 0.13256398681551473 0.34274080246020133 0.1330958091753871 0.61689152013736048 15.522417700739267 0.14854203893673912 0.058987068222890571 0.050927294738357887 0.081890582778214593 1.3830951717071389
leaf_count=56 1150 32 200 2 5 18 37 21 48 14 11 36 32 24 16 59 11 33 43 41 21 33 31 22 1677 32 63 5 46 215
internal_value=3.2041e-06 -0.00180937 0.00153755 0.0371691 0.0262825 0.0527114 -0.0146593 0.0173415 6.30595e-05 -0.000256212 0.000570169 0.00496334 0.0236562 0.00351024 -0.00149246 0.0103163 2.6893e-05 -0.0310632 0.000383342 0.0285454 8.09398e-05 0.000436716 0.0263919 2.68304e-05 0.000248229 0.00737742 -0.00122195 -0.0212846 0.0141308 -1.50966e-05
internal_weight=53.0329 1.69529 0.615953 0.0655213 0.0558675 0.0462307 0.00879111 0.00639532 51.3376 31.5034 19.8342 2.18284 0.560345 0.413843 1.62249 0.851915 17.6514 0.20008 17.4513 0.1854 17.2659 17.0881 0.26566 16.8224 16.4797 0.957239 0.808696 0.191805 0.132818 30.9476
internal_count=4034 371 339 139 137 132 114 77 3663 1379 2284 215 104 72 111 75 2069 44 2025 52 1973 1930 52 1878 1845 168 136 114 51 1365
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 2 2 1 2 1 1 0 2 0 2 0 1 0 0 2 2 2 2 2 1 2 1 0 1
split_gain=0.000622821 0.00367251 0.0031697 0.00695403 0.0060312 0.00228777 0.00198318 0.0024166 0.00228797 0.0262193 0.00400722 0.010901 0.00816676 0.0433814 0.0231083 0.00569247 0.00468025 0.00448104 0.00197834 0.00180509 0.00171248 0.00266967 0.00274599 0.00360338 0.00305201 0.00793402 0.00209867 0.00451637 0.0035367 0.00615968
threshold=39.896141435400004 40.003678352300007 39.420767558750008 39.525197829750006 0.50410167360000013 39.110279783550006 38.969453495950006 38.748048509250005 0.42039160505000012 38.244973486750006 0.37473428940000003 0.36491422415000008 0.52770875125000016 36.79544512155001 0.5231430197000001 36.364346611650006 0.48098859315000003 0.39670967935000007 0.54064249575000012 0.46989611090000011 40.098777110850008 40.159267750750011 40.316494640950005 40.206947806850003 40.467253020850002 0.39591628995000006 40.844669808050007 0.34479506600000004 0.48098859315000003 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 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 -5 6 7 8 10 -10 11 16 13 -12 -15 -13 19 -14 -19 -1 -3 -22 23 -23 25 -24 27 -26 29 -29
right_child=1 20 3 4 -6 -7 -8 -9 9 -11 12 15 17 14 -16 -17 -18 18 -20 -21 21 22 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00099386445370230826 0.0042320944041318283 -0.0052091933084938771 -0.019861484811171295 -0.014135286969519887 0.001236352715000371 0.005513645972420822 -0.0055380311904739904 0.0058628357496039877 -0.0006072457378302772 0.058679700621905487 -0.00012519576992351677 0.0032094461478442966 0.0036941846235981194 -0.026901005887578197 -0.10197962109964989 0.026612860284740789 -0.0082396710843479007 -0.0092751972609527427 -0.00097428301893712297 0.0060918878483704666 0.0066689421949477357 0.0018380116747807552 0.0079235774444277839 -0.0083333334369963281 -0.010503463385289347 -0.0020828395474192575 0.0001741010935537336 -0.0041344798038568309 -0.0024548602498759499 0.010709528528140189
leaf_weight=0.89584889260577083 2.1201302943087361 0.63038306009461464 0.25348465041238832 0.32298075627841139 1.2171549658569221 0.71661772606734153 0.68287473449157676 0.6613469552287724 1.0329722625704691 0.080399872282879481 0.61242057701548125 0.18546390134622459 1.1508718160912397 0.10166420510863317 0.068697170497543425 0.23640987279213732 0.66367775137405249 0.5756427982240806 0.57280767812756039 0.60052551928271836 0.59910031518683737 0.57565239166903726 1.6354612689301551 0.88189009317179057 0.55600521447166595 1.537126798927632 28.90760648557151 0.51486046572952637 3.798886115399509 0.61164540794516142
leaf_count=208 30 48 47 35 78 60 48 46 376 38 43 25 24 30 27 25 51 43 39 26 30 16 32 45 24 29 2349 54 95 13
internal_value=3.85996e-06 0.000175581 -0.00068046 -0.00451332 -0.00198722 9.73738e-05 -0.000380535 9.29213e-05 -0.000470114 0.00367404 -0.00128473 0.00162138 -0.00371921 -0.0125415 -0.057176 0.0163243 -0.0012502 -0.000715752 -0.00513499 0.00184979 -3.80994e-05 4.41801e-05 -5.75366e-05 -0.00431619 0.000107716 0.00307544 -0.000166074 -0.00196008 -0.000995653 0.00392519
internal_weight=53.0006 42.3687 10.6319 1.79362 1.54014 8.83824 8.12162 7.43875 6.7774 1.11337 5.66403 2.58193 3.0821 0.782782 0.170361 0.421874 2.16005 2.29932 1.14845 1.49637 40.2486 39.6182 39.0191 1.45754 37.5616 3.17259 34.389 5.4814 4.92539 1.12651
internal_count=4034 2765 1269 160 113 1109 1049 1001 955 414 541 335 206 100 57 50 285 106 82 234 2735 2687 2657 61 2596 61 2535 186 162 67
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 1 2 2 2 2 2 0 0 1 2 1 2 0 2 2 2 1 1 2 2 1 1 0
split_gain=0.000660415 0.00138327 0.0189541 0.00188911 0.008447 0.00167334 0.00133274 0.00235897 0.00171348 0.00262081 0.0331358 0.0107982 0.00207928 0.00137869 0.00102203 0.00112476 0.0197094 0.028009 0.0246266 0.0118258 0.0175053 0.0010639 0.00302552 0.0105653 0.0251565 0.00806901 0.00302775 0.00886684 0.0139952 0.0464712
threshold=0.56859076075000015 39.458743938000005 39.110279783550006 0.43967246490000006 0.43837010870000009 0.5696985120000001 0.54646567465000018 0.42209814075000007 40.206947806850003 37.627645350900004 38.748048509250005 39.110279783550006 42.233786329550007 0.56294721715000018 0.54562737640000014 0.42114008565000011 39.256147742250008 0.42473279245000012 40.636252116050009 0.54300769440000007 41.147265497500008 35.419594101850009 38.064633603500006 0.39072183470000005 0.39542229275000007 36.79544512155001 37.627645350900004 0.36533337325000009 0.36491422415000008 0.49880243110000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -5 14 -8 9 -9 -11 -12 13 -10 15 21 -17 -18 -19 20 -20 -1 23 26 -25 -26 27 28 29 -23
right_child=1 3 -4 5 -6 -7 7 8 12 10 11 -13 -14 -15 -16 16 17 18 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0038259814683469437 0.0015710287705699541 0.059489988650468451 0.082694123303289555 0.0042615506174618709 -0.025827704447515493 -0.0026783557184063313 -0.0079155740386957756 -0.002081579849833514 0.0064349629544146539 0.059366985195753223 -0.092697407166628901 -0.020551420862630315 -0.0041027530723838313 -0.00036545201678307791 0.0043280667201197323 0.0046238097044110941 -0.10133038019892493 -0.09587209262292927 0.10022922724621026 0.055975884278752989 -0.089028176353408914 0.057667888021411831 0.00016950639628552153 0.0050928334105951722 -0.031582847621090218 -0.10192837724450221 -0.0070798240886796515 -0.0031113435253065495 0.04652431230929216 -0.069725302881819703
leaf_weight=0.74067898188096748 0.52654231517411454 0.02510270879145049 0.030467959416640156 0.52117063962305099 0.021580754334423524 1.0422596325019058 0.56882893669612355 0.50789234052237242 0.62971370219747747 0.037715296079284144 0.038231042062761844 0.045359435699054984 0.57487405291514893 0.56615607463754714 0.55403145454647429 0.53001814912204426 0.046193121801934509 0.022495041426736861 0.0069765997740773847 0.043397522997111082 0.016319124998628712 0.058844780147268905 44.083017831668286 0.094805169722121607 0.026762000601273428 0.041734967288766356 0.62244638716839507 0.79430761246476322 0.10256787203252316 0.055775856599211693
leaf_count=179 349 33 21 13 20 601 107 46 36 34 11 43 100 18 15 16 14 5 2 6 93 91 2015 26 25 23 40 40 6 6
internal_value=3.33665e-06 0.00171295 0.00600839 0.00022696 0.0200495 -0.000364933 -6.9582e-05 -0.00212552 -0.000753176 -0.0052357 -0.0184416 -0.0535482 0.000839599 0.00321547 5.80009e-05 7.97057e-06 -0.00407439 -0.0381278 -0.00539347 0.0251242 -0.0323494 6.62363e-05 5.53993e-06 -0.00401625 -0.0282689 -0.0744441 -0.00159235 0.00178449 0.0196896 -0.00432326
internal_weight=52.9763 2.16712 0.55701 1.61011 0.0466835 1.56343 50.8091 2.96877 2.39994 0.629198 0.121306 0.0835905 1.77074 1.19587 47.8404 47.2863 0.6654 0.135381 0.0891883 0.0666932 0.0232957 46.6209 45.8803 1.79724 0.163302 0.068497 1.63394 1.0115 0.217189 0.114621
internal_count=4034 1037 370 667 53 614 2997 395 288 134 88 54 154 54 2602 2587 136 120 106 101 95 2451 2272 257 74 48 183 143 103 97
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 2 2 0 2 0 2 0 0 0 2 1 0 2 0 2 1 1 2 0 0 2 0 0 1 1
split_gain=0.00501738 0.0115819 0.0102749 0.0149551 0.00132841 0.00113213 0.0154387 0.059595 0.0144399 0.0162955 0.00502516 0.00838823 0.00391727 0.00212277 0.00131066 0.0318735 0.0152184 0.0158446 0.0125667 0.0204981 0.00210101 0.00434529 0.00123253 0.00101758 0.0143374 0.0262916 0.00904667 0.00301212 0.0274623 0.00753977
threshold=0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31100865245000009 48.457543166250012 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.55832160710000012 0.5054040298000001 43.752965619700007 0.35862698720000002 0.48386275860000011 44.756878345700009 0.53866650695000018 47.927946529500012 0.37078231190000005 0.36698003050000011 43.525909308350002 0.48537468940000006 0.48351845755000006 40.206947806850003 0.48797940185000005 0.49094338495000006 0.34674111555000003 0.34829795515000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 14 -7 -8 -9 -10 -11 13 -13 -12 22 16 17 -16 19 20 21 -17 23 24 -6 -26 -25 -28 -29 -30
right_child=4 -3 -4 -5 5 6 7 8 9 10 11 12 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 26 25 -27 27 28 29 -31
leaf_value=-0.10042865283809105 0.0027226161394138183 -0.089678734579339919 -0.10013946213072007 0.054577857128176838 9.6497774573158456e-05 0.0017778643161784017 -0.11213231649200527 0.04747893153042447 -0.100779763389726 0.095968850770141029 0.015823546298305929 0.10021947173715831 -0.10005459716985353 -0.100118272634692 -0.021593161002003189 -0.1003399792881158 0.093098825605441249 0.094567654511858945 0.00035207869922217704 0.095394620363659935 -0.10115013192395091 0.043498549855885832 -0.0046799820381632678 0.009688267569092246 0.0052433714902284899 -0.023884469303749489 -0.0028449730936136691 0.048478625284077939 -0.022038199100555045 0.0003791232643171949
leaf_weight=0.0078481091351737531 1.779575994454716 0.020630170709154072 0.0083311728667467833 0.030082616984145716 23.110152611502652 0.89673711030963044 0.058574540344125126 0.057627615286037326 0.018208756853709929 0.0070395950679085209 0.0020740704494528472 0.0066077252849936477 0.00114602389358609 0.006617693028411864 0.034985176855567901 0.0054451642673142946 0.053565605972835328 0.017675015325721688 1.0464139940203052 0.0074727991959662168 0.026319173361516391 0.0034189463258371688 0.57277447771104917 1.0149446778232256 0.55973532632924505 0.69422973103064578 3.1247347114549511 0.11856578011065977 0.15119736804627137 19.503457189789536
leaf_count=123 16 35 10 12 953 21 5 12 9 5 2 1 164 83 43 59 12 35 222 4 185 4 50 59 5 42 46 4 7 1806
internal_value=2.18654e-06 -0.0273679 0.000419148 0.022506 3.68096e-05 -5.67251e-05 -0.00329915 -0.032133 0.0150464 -0.0297806 0.0252674 -0.00499681 0.0706185 -0.0724517 1.16046e-05 0.00328319 0.0555697 0.0173954 -0.00181673 -0.0550208 -0.0869685 -0.0448605 -6.84472e-05 -1.37344e-05 -0.000468571 -0.0108826 0.000449685 4.01877e-05 0.000496126 0.000206674
internal_weight=52.9462 0.0668921 0.0462619 0.0379307 52.8793 51.0997 1.05463 0.157896 0.0993215 0.0416939 0.0234851 0.0164455 0.00775375 0.00869176 50.0451 1.1953 0.106226 0.0526602 1.08907 0.0426561 0.0351833 0.00886411 48.8498 48.277 24.3641 1.25397 23.9129 22.898 19.7732 19.6547
internal_count=4034 180 145 135 3854 3838 302 281 276 264 255 250 165 85 3536 564 90 78 474 252 248 63 2972 2922 1000 47 1922 1863 1817 1813
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 1 2 1 0 2 1 1 0 2 0 0 0 2 1 1 2 2 0 1 2 1 1 2
split_gain=0.000656925 0.00541431 0.00731462 0.00348537 0.00325329 0.00298351 0.00218576 0.0150002 0.0253714 0.00839482 0.00360564 0.0101182 0.00312164 0.00232789 0.00499963 0.00422152 0.00176548 0.0103171 0.0100399 0.00421471 0.00419014 0.00982242 0.00919204 0.0100627 0.0247974 0.0545418 0.00506771 0.00154386 0.00135067 0.00165855
threshold=0.34467530910000005 0.34485494450000004 0.47769527860000011 0.4815274992000001 0.4784437592000001 0.47396784530000008 0.47700667645000011 0.34548366815000003 42.686561923500008 0.34488488370000009 0.4778150355000001 41.385032804600009 0.34512439750000007 0.34530403280000005 0.47817430615000006 41.50623664750001 0.48537468940000006 0.48797940185000005 0.48351845755000006 40.720231579350006 0.34560342505000002 0.34536391125000004 41.32819714970001 41.681597818500002 0.48244064550000004 0.34584293880000011 41.898943182100005 0.34584293880000011 0.34739977845000009 41.32819714970001
decision_type=2 2 2 2 2 2 2 2 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 8 -3 -8 11 -11 -12 15 -15 -14 18 -18 19 -16 21 -21 -22 -24 25 -25 -26 -28 -19 -30
right_child=1 6 -4 -5 -6 -7 9 -9 -10 10 12 -13 13 14 16 -17 17 28 -20 20 22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-1.1671186633099272e-05 0.0028628153666256442 -0.103214560833262 -0.011542107238125685 0.0061382937392041158 -0.0050544881847207094 0.0070182667141548199 0.021134226895204521 -0.00080845433347436879 0.043097191518517361 -0.00034621070618518439 -0.004214568999774862 0.013947281636982745 0.0060927749330496918 -0.0093522291526908288 -0.0036043744948178755 -0.00096684287384344821 0.011654080182400288 -0.0020735695332335267 -0.01253475673246535 0.0053616637670923046 0.014065680758605285 -0.0067129286795797206 -0.0047859763586491598 0.066888961570644265 -0.0070232223176890443 -0.016642611899940096 0.00090462688177153508 0.0086005866781880737 -0.00031321994624558259 0.0015518343659375209
leaf_weight=3.860503389272778 0.56952329777910538 0.036799793527359181 0.9251081570982933 1.0770904244855044 1.0625828479942354 0.71561288402182288 0.18972671683876186 0.51197419880354056 0.017482247919474503 1.6967444073234355 1.8189481379522323 0.69939664631601761 1.6777926698414369 0.5887290331265963 2.7797574465398505 1.7107033722177218 0.78796687365692974 2.7167286891490141 0.72157836050610136 1.1091607761336493 0.63766762072918926 1.7160507048611178 1.616479864344001 0.1836984869223669 0.54232102259993542 0.13606794269935563 0.5030400827527044 0.5409959075768711 14.712463307119911 7.0542752313611574
leaf_count=486 28 105 32 12 15 31 10 175 36 19 34 65 24 23 44 35 46 34 42 12 8 42 12 17 3 44 2 54 1313 1231
internal_value=1.73513e-06 -0.000132598 -0.00605317 0.000925876 -6.97868e-05 0.00108767 6.53391e-05 -0.00610809 -0.0560929 0.000144535 5.39266e-05 0.00382584 -0.000163572 2.1868e-05 -0.000211833 0.00252868 -6.13444e-05 0.000391293 -0.00115212 -0.000311031 0.000999501 -0.00197252 0.00301778 0.00101787 0.00593979 0.0313444 0.000818923 0.0048925 2.88155e-05 0.000291216
internal_weight=52.917 46.2012 1.49463 6.71579 5.6387 4.57612 44.7065 0.566256 0.054282 44.1403 43.9506 2.39614 41.5544 39.7355 36.347 3.3885 35.7583 25.2714 10.4868 9.76524 6.98548 2.82521 4.16027 3.5226 1.90612 0.319766 1.58636 1.04404 24.4835 21.7667
internal_count=4034 3490 60 544 532 517 3430 316 141 3114 3104 84 3020 2986 2927 59 2904 2624 280 238 194 54 140 132 120 61 59 56 2578 2544
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 0 2 2 1 2 0 0 0 0 0 0 2 1 2 0 2 2 2 0 1 1 0 2 1
split_gain=0.000591254 0.00330819 0.0033957 0.0148095 0.0114472 0.0201749 0.0102542 0.0134536 0.00917109 0.0187699 0.0370866 0.00482656 0.0424898 0.00583287 0.00405207 0.00294751 0.00294033 0.00166108 0.00271224 0.00163401 0.00369126 0.00162512 0.00195548 0.00161543 0.0102103 0.0085547 0.0240785 0.0190316 0.0411241 0.0264096
threshold=38.064633603500006 37.828051409500013 0.50086823750000009 0.36945001650000003 36.893814626400008 0.49094338495000006 0.5231430197000001 37.038444968100009 35.782584506850007 0.36533337325000009 36.491284729650012 0.50008981770000005 0.49880243110000005 0.48797940185000005 0.52863686715000002 0.42018203045000008 0.5398790455000001 37.198331469900005 0.42290649980000011 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.896141435400004 0.47808448850000007 0.34494476210000008 0.35651627195000007 0.5223196910500002 39.577821550850011 0.39072183470000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 -6 7 -5 11 10 -10 12 13 15 -8 -1 -16 -18 -19 20 -2 -21 -23 24 -24 -26 -27 28 -28 -29
right_child=19 -3 3 6 5 -7 14 -9 9 -11 -12 -13 -14 -15 16 -17 17 18 -20 21 -22 22 23 -25 25 26 27 29 -30 -31
leaf_value=-0.10013505471791878 -0.00051428962474695005 -0.008117013692214738 -0.027800535205594435 0.0007923888882081483 -0.010792485570121527 0.070997280893925097 -0.0089128117174625369 0.052066541260164995 0.0898290929970052 -0.079268702007955785 -0.10142026401767022 0.001502236222575698 0.10037911689153088 -0.078322146730922304 0.016753229997167829 0.01821213915964574 -0.0031888643414051156 0.0070387485980380514 -0.0029375297823265789 -0.0049757490198750242 0.0095773305764441877 0.0054818842353217302 0.024230263147936023 0.00015468474156627669 -0.01423865172267904 0.034195813913410929 -0.079022423763854988 0.029679008563902539 0.001319095524957359 -0.004630874001015914
leaf_weight=0.0024866906781037387 0.95643058045850748 0.58356712552365975 0.20078908980832499 0.12727843787553927 0.055053757211558363 0.066694236418697983 0.56642519782883871 0.085582053055986762 0.026193412202701438 0.040405361913144588 0.016543509291844671 0.5088777719065547 0.040115865995176136 0.023035761554638157 0.1068099822081624 0.013690911145260956 1.0061828412167186 0.59085369203239679 0.50580388882651595 0.64741986399165696 0.5836280580452996 0.65799847083402241 0.13995415142744105 42.301137935600977 0.58714143303222988 0.18201276337731576 0.10099946389914327 0.25741171929985318 0.17256976022326853 1.7466684320585741
leaf_count=69 30 51 14 38 36 17 37 11 45 6 8 3 6 19 35 53 312 7 50 62 46 46 27 2765 11 17 22 17 31 143
internal_value=2.33047e-06 -0.00108534 -5.50516e-05 -0.00151103 0.0058007 0.0340124 0.000255028 0.0214075 0.000684559 -0.0304033 0.0157963 0.00507878 0.0280215 -0.0460015 -0.00136688 2.07615e-05 0.00056746 -0.000254667 0.00243746 0.00010509 0.00331008 -3.92189e-07 6.94113e-05 -8.88202e-06 -0.00218007 -0.00339323 -0.000804334 -0.00360128 -0.0283423 -0.000223981
internal_weight=52.8998 4.56639 3.98282 3.18973 0.793097 0.121748 2.98894 0.21286 0.671349 0.0831423 0.0427369 0.588207 0.0793292 0.0392134 2.77608 0.0161776 2.20965 2.10284 1.09666 48.3334 1.54006 46.7933 46.1459 45.4879 3.18676 3.0468 2.45966 2.27765 0.273569 2.00408
internal_count=4034 817 766 504 262 53 490 49 209 59 53 150 147 141 441 122 404 369 57 3217 76 3141 3079 3033 268 241 230 213 53 160
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 1 0 2 0 1 2 2 2 0 0 1 2 0 0 0 1 2 1 2 2 1 1 1
split_gain=0.000591597 0.00444632 0.00567837 0.00277079 0.00265247 0.00284983 0.00251934 0.00381307 0.0115228 0.0148187 0.0431434 0.00219863 0.00419176 0.0040075 0.0159387 0.00139789 0.00836565 0.0077332 0.00384631 0.00744695 0.00364979 0.011067 0.0056175 0.00576383 0.00578123 0.0140144 0.00375222 0.00495833 0.00434434 0.00533714
threshold=0.34467530910000005 0.34485494450000004 0.47769527860000011 0.4815274992000001 0.4784437592000001 0.47396784530000008 0.34494476210000008 0.34515433670000012 0.48271009850000007 40.633548727200008 0.47721625100000004 0.34527409360000011 41.32819714970001 41.741384785950011 42.198888176300009 0.48537468940000006 0.48351845755000006 0.34587287805000005 40.280372415600006 0.47943175355000006 0.48119816770000007 0.47976108500000009 0.34575312120000007 41.360869295700006 0.3459626957000001 41.741384785950011 41.147265497500008 0.3453339720000001 0.34545372890000009 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 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 -3 8 9 -8 -11 12 -9 -14 -15 16 18 -17 19 -13 21 26 -22 -24 25 -25 -20 -28 -29 -30
right_child=1 6 -4 -5 -6 -7 7 11 -10 10 -12 15 13 14 -16 17 -18 -19 20 -21 22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-3.3264062648528636e-05 0.0023846051793800158 0.0037394302044855034 -0.010307529166656358 0.0055389509335963868 -0.0044995465375725916 0.006842888127444895 0.0027484554073754081 0.0073917806092653167 0.006729264960116884 -0.0060790675147025354 -0.063947614777420725 0.0029385685336234669 -0.0067325940995513912 0.015060328503884389 -0.008057689192265188 0.011203899349779006 -0.011397049617138203 4.7920426533722555e-05 -0.0059637019247385983 -0.012679508619953973 -0.0062107386920972002 0.008612548433329854 0.0067933032535597675 -0.0083737246385583285 -0.0070024075537203877 0.013908859056706059 -0.0073179492663704056 0.0074222584376026704 -0.0083836718284132222 0.0055355982847368652
leaf_weight=3.8602921975595512 0.56836906536137266 1.7814080475791332 0.92808422143571079 1.0724125326378269 1.0655792498127992 0.71426049152353233 0.53533463813977167 1.1678944559535005 0.61691549373790611 0.57252604828211417 0.16624244471904603 0.55717544667531471 0.63018397939094928 0.57760063175373921 0.61659152902757342 0.63745556923095748 0.72367428311554327 24.610470609404981 1.076906326912521 0.67534416943227926 1.7709620522800826 1.7597467238653051 1.0738238163187235 0.55178368464112304 1.1711983178975058 0.57784011980402283 0.57393108353716149 1.1413273680602745 0.54751812527521249 0.5544087461120325
leaf_count=486 28 47 32 12 15 31 10 20 9 66 24 56 6 15 35 25 42 2602 20 23 22 48 7 3 13 54 27 32 28 196
internal_value=2.45619e-06 -0.00012509 -0.00548692 0.000879639 -6.28138e-06 0.00104036 5.45395e-05 -9.85213e-05 -0.00448885 -0.00992062 -0.019101 0.000103992 0.00271386 -0.000280765 0.00312391 -0.0001015 -0.00095477 0.000329585 -0.000326709 -0.00561917 0.000277309 0.00203111 -0.00164971 0.000743845 -0.00207952 0.00302456 -0.000943056 0.000976152 0.00309818 -0.00138052
internal_weight=52.8773 46.1647 1.49645 6.71254 5.64013 4.57455 44.6683 42.8869 1.89102 1.2741 0.738768 40.9958 2.99227 1.82438 1.19419 38.0036 12.7556 25.2479 12.032 1.23252 10.7994 5.65384 5.14561 3.37465 2.30082 1.12962 3.89409 2.81719 2.24325 1.10193
internal_count=4034 3490 60 544 532 517 3430 3383 109 100 90 3274 76 56 50 3198 571 2627 529 79 450 351 99 77 70 57 303 283 256 224
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 0 2 2 0 0 1 2 0 0 1 1 1 2 2 2 1 0 1 2 2 0 2 1
split_gain=0.000713761 0.00495968 0.0027736 0.00207834 0.00968353 0.00400389 0.0202196 0.0274319 0.0211732 0.0271997 0.0260976 0.0213008 0.0149857 0.00366869 0.00884594 0.0111389 0.00342162 0.00568862 0.00452678 0.00238708 0.00411843 0.00223115 0.00582829 0.00203729 0.00482162 0.0156819 0.00241534 0.00162299 0.0096944 0.00819347
threshold=41.436838994450007 41.535369675400013 41.385032804600009 0.47769527860000011 41.218101594450012 39.256147742250008 0.47754558250000007 0.47736594710000008 39.525197829750006 41.147265497500008 0.47709649410000005 0.47464147780000004 0.32388251845000005 41.289992964000007 0.48200652675000005 0.48306936920000004 0.34488488370000009 0.34452561300000012 0.34512439750000007 41.218101594450012 41.035283712600005 40.890797847750008 0.3453339720000001 0.56719858685000013 0.44521122120000006 40.80591513400001 39.458743938000005 0.48200652675000005 41.872294782850005 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 10 11 12 -10 16 -15 -16 17 -5 -18 20 21 22 -20 -24 25 -25 -26 29 -29 -3
right_child=1 27 -4 13 -6 6 -8 -9 9 -11 -12 -13 -14 14 15 -17 18 -19 19 -21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-0.0022871243845321294 -0.0082259563793367942 0.00022950643503469155 0.0068455696497590679 -0.00118204564250901 -0.013816355571044759 0.099719500813286982 -0.0036316004715371409 0.10080406052679972 0.069770332243842978 0.10067340770343343 -0.10179022743194191 0.054635708669515497 -0.10071443321904205 -0.001073081848533036 0.019699140405470942 0.00056584217021519903 -0.0055093928116287296 0.0091491148074066466 0.0073698408101252793 -0.0041338538371277012 0.0077047152746703195 -0.0056209432343169389 -0.00042783376276276551 -0.011213213541217262 0.0071214627274516626 0.10021589972256995 -0.0023455773621043471 -0.012332177244428066 -0.00015510080827215047 0.014929327851441021
leaf_weight=1.5045276761680488 0.79063708485165207 6.4632370948288766 0.63359260516583304 1.0865201170490792 0.59024935024422109 0.023497329682868329 0.50224017538130283 0.047135505825281143 0.0068366083376147904 0.020556701104510466 0.031018882058560848 0.040893545432481915 0.020972985922313114 1.5835261098109188 0.6170283183455465 0.60029381753360322 1.5562756895378722 1.0461524556158108 1.0863349635910875 1.2759966682009842 0.72915941817552621 0.66950631666472205 17.632020346526438 0.031456503501877342 0.55311264903138024 0.021102757600601763 0.52556680186332039 0.69124143720515796 12.065205129630467 0.40281031198118356
leaf_count=243 46 476 16 14 16 5 4 2 20 4 3 10 85 11 5 46 13 29 15 37 54 36 785 49 338 13 111 97 1236 215
internal_value=2.6374e-06 -0.000460612 0.000294181 0.000163657 -0.00244426 0.000610037 0.0068985 0.0346005 0.0128964 -0.00406512 -0.0256559 0.00871806 -0.0588031 0.000414249 0.00385431 0.010264 4.66827e-05 0.00388576 -0.000293322 6.70736e-05 0.000319347 5.69032e-05 0.000248411 -0.000163898 0.00394993 0.033526 0.00250882 -0.000147728 -0.000814948 0.0010919
internal_weight=52.8487 20.4131 32.4356 31.802 2.78793 2.19768 0.693152 0.190912 0.143776 0.120279 0.099722 0.0687031 0.0278096 29.0141 2.80085 1.21732 26.2132 2.13267 24.0805 22.5243 21.2483 20.5191 19.8496 18.7633 1.13124 0.0525593 1.07868 19.6225 12.7564 6.86605
internal_count=4034 2070 1964 1948 392 376 133 129 127 122 118 115 105 1556 62 51 1494 43 1451 1438 1401 1347 1311 1296 511 62 449 2024 1333 691
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 0 0 0 0 2 0 0 0 1 1 1 2 1 0 1 0 1 0 2 2 1 1 1
split_gain=0.00058076 0.00400353 0.00225645 0.00167656 0.00793646 0.00385942 0.0168681 0.02439 0.0245199 0.0209137 0.0262081 0.00298513 0.00724208 0.00923868 0.00295451 0.00391808 0.0125033 0.0055679 0.00204557 0.00441286 0.00671026 0.00547337 0.0223559 0.00905205 0.00737002 0.0209837 0.0380183 0.0105031 0.00605073 0.0341618
threshold=41.436838994450007 41.535369675400013 41.385032804600009 0.47769527860000011 40.80591513400001 39.256147742250008 0.47754558250000007 0.47736594710000008 0.47515044460000005 0.47396784530000008 0.44955240860000006 41.289992964000007 0.48200652675000005 0.48306936920000004 0.47808448850000007 0.34488488370000009 0.34452561300000012 0.34512439750000007 41.218101594450012 0.34569324270000007 0.48447651265000008 0.37078231190000005 0.50278434775000014 0.36006406990000012 0.52005927965000021 40.098777110850008 39.256147742250008 0.37473428940000003 0.38552737940000009 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 10 -7 14 -13 -14 -5 16 -16 -17 19 -19 -21 22 23 -22 25 26 27 -23 -26 -30
right_child=1 -3 -4 11 -6 6 -8 -9 -10 -11 -12 12 13 -15 15 17 -18 18 -20 20 21 24 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0020557843880714922 -0.0073804164480638663 -0.00013279429838205858 0.0061883973429814696 -0.0069366029908013924 -0.012027814374913392 0.084737105765958942 -0.0015635692543721333 0.100726974063197 -0.054802911199787065 0.10052878118824704 -0.10070163702179624 -0.00096510713534011465 0.017997224527556258 0.00050942069575422746 -0.003176926957387144 -0.0072388804328478995 0.012368249696191429 0.0030178323970783114 -0.0037132104320437339 -0.0065554712226577293 0.0087389194255667081 0.0011164234362368902 0.028865309725729388 -0.0072363608212642457 -0.010167869659571662 -0.041605764121036483 0.051552003124284429 -0.047168538608357402 0.042549680194554809 -0.00018761281257017901
leaf_weight=1.5063481608023144 0.79296569050586896 19.62486650440681 0.63093474203311117 0.59281871723942714 0.63391976272902173 0.014476159149168555 0.49480528384447098 0.042680948972702026 0.036627119305194356 0.034720475785434246 0.016095185201990603 1.5845537916757177 0.60831755772232987 0.60010603027615694 1.0652010583435179 1.0617833701253427 1.0061178940813986 4.956239890700096 1.2783590640405815 1.5926866875752708 0.65393541568664548 0.085403831348229597 0.33243039392618801 0.77510085389354799 0.55705787427723308 0.16335062067698658 0.103925703529967 0.095341439114257298 0.19007462658919294 11.701284369174331
leaf_count=243 46 2024 16 9 42 63 2 2 11 3 26 11 5 46 13 11 28 64 37 32 58 14 27 59 13 22 18 35 29 1025
internal_value=3.47788e-06 -0.00041427 0.000266615 0.000149062 -0.002197 0.000707315 0.00721679 0.0372622 0.0106849 0.0474219 -0.0128926 0.000373903 0.00348176 0.00931274 4.27388e-05 0.000204244 0.00437395 -0.000162546 0.000171609 0.000405788 -0.000390855 0.000278974 0.00550762 7.40215e-05 -0.000435183 -0.0130362 0.00335759 -0.0243534 1.83326e-05 0.000495511
internal_weight=52.8325 20.4178 32.4147 31.7838 2.77967 2.14575 0.639405 0.1446 0.101919 0.0652918 0.0305713 29.0041 2.79298 1.20842 26.2111 25.6183 2.07132 23.547 22.4852 21.2068 16.2506 14.6579 1.76147 1.42904 12.8964 0.448022 0.284671 0.180745 12.4484 11.8914
internal_count=4034 2070 1964 1948 392 350 107 105 103 92 89 1556 62 51 1494 1485 41 1444 1433 1396 1332 1300 144 117 1156 89 67 49 1067 1054
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 1 2 2 1 1 1 0 1 2 0 1 0 1 0 1 0 1 2 0 1 2 1 1 2
split_gain=0.000570762 0.00360696 0.00356813 0.00288942 0.0154343 0.0234211 0.00795963 0.0210041 0.00718848 0.0113918 0.0085755 0.0222106 0.00679032 0.00576562 0.00561576 0.0225603 0.0390091 0.0356627 0.00737048 0.00430895 0.0125835 0.00477662 0.00416381 0.0306386 0.0429323 0.0216495 0.0179495 0.00868648 0.00651312 0.00819175
threshold=40.633548727200008 40.844669808050007 0.48306936920000004 0.34479506600000004 41.898943182100005 0.48351845755000006 0.34518427590000006 42.233786329550007 41.319407281650008 0.3453938505000001 0.34560342505000002 0.35374689380000007 0.39718870690000002 0.41911918805000009 41.360869295700006 0.4778150355000001 0.34524415440000006 0.47721625100000004 0.34584293880000011 0.47916230050000003 0.34566330350000002 0.47961138885000004 0.34739977845000009 42.047301293400004 0.5276039639500002 0.42039160505000012 41.827117825850003 0.36698003050000011 0.34623214870000002 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 -5 9 -8 -11 -12 -6 -13 -10 16 -16 18 -18 20 -17 -21 28 24 27 -26 -27 -24 29 -23
right_child=1 3 -4 6 12 -7 8 -9 14 10 11 13 -14 -15 15 19 17 -19 -20 21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00040537895867425545 -0.010483019155066046 0.023612116441734721 -0.0018115124014465266 -0.010787464711557697 0.00088760421960015214 -0.0043352136878593919 0.016915298167192727 0.0092628735517975447 -0.0074373485803021144 -0.0086821531506219695 0.019844482714029357 -0.0075838749738903243 -0.011076661328112459 0.0034754415601336791 0.095350049817267024 -0.016264519561487903 -0.10084829304012387 0.05396640405157252 0.0040306010131400923 0.0090727268588208735 0.0049150018049410197 -0.0081884331202267853 0.0943373455937834 0.00018641679358356346 -0.10121401039927097 -0.044286614496970467 0.072479766510062354 0.045620620904450376 -0.0085538876106036471 0.0010184764033606822
leaf_weight=21.227589430395561 0.60703361340982853 0.71787113957217952 2.1736727178015727 1.9806179474853736 2.8075247455003112 0.51497979438863695 0.59458001576581354 0.70967555795459691 1.1192921146463408 0.62352463277056847 0.68512679223204065 0.80331037428913976 0.57081856574126266 1.1409132708513388 0.066859862903588363 0.60448774991437193 0.030049256313535722 0.044292428134212969 0.0086236890414480571 0.55541374865424487 0.52342747735201556 1.1870728512294588 0.072053031035466675 6.8321342748535114 0.024110447488624231 0.026742474725742094 0.025929644403554164 0.074386382220041014 1.2624775492295155 5.198062533090706
leaf_count=1559 68 60 58 46 147 12 11 42 27 17 22 44 123 77 20 20 64 29 106 28 23 19 11 1055 29 75 40 30 17 155
internal_value=4.37466e-06 -0.000265131 -0.00370452 6.68996e-05 0.00236102 0.0119381 -0.000370357 -0.00549836 0.000271224 0.00418794 0.00186156 0.0043619 -0.00113393 -0.00109402 -0.000582304 -0.000118302 0.0385098 -0.00729647 -0.0774613 -0.000471491 -0.00643582 -3.06023e-05 -0.000374486 0.00137756 0.0378349 -0.0227301 0.0131956 0.0695909 -0.00199085 -0.000693198
internal_weight=52.8127 31.5851 2.78071 28.8044 4.61119 1.23285 24.1932 2.69029 21.5029 3.84746 3.25288 2.62935 3.37834 1.94422 17.6554 16.5361 0.149825 0.0829654 0.0386729 16.3863 1.12792 15.2584 14.703 7.05536 0.223222 0.0767826 0.0526721 0.146439 7.64761 6.38514
internal_count=4034 2475 126 2349 342 72 2007 88 1919 171 160 143 270 121 1748 1721 219 199 170 1502 43 1459 1431 1240 185 144 115 41 191 174
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 0 2 2 2 2 2 2 1 1 1 2 0 2 0 0 0 1 0 0 2 2 0 1 1
split_gain=0.000721069 0.00326711 0.0194618 0.00305672 0.00284855 0.00214395 0.00444552 0.00155326 0.00244398 0.00558719 0.0209315 0.0140848 0.0126338 0.00779138 0.0135082 0.0172394 0.0055394 0.00867351 0.00267649 0.00123757 0.000999501 0.00121949 0.000898817 0.000886338 0.00745136 0.00705352 0.00752288 0.00513759 0.0145235 0.0134916
threshold=0.4778150355000001 0.34536391125000004 0.34545372890000009 0.47865333370000007 41.481306584950012 0.47721625100000004 0.47676716265000008 37.903039192800001 39.952536079750011 48.778770352700008 41.32819714970001 48.457543166250012 48.226196960950006 0.34509445825000007 0.34398670700000006 0.34219035360000005 41.571132012400007 0.37331217625000007 41.898943182100005 0.47916230050000003 0.45994131915000008 0.43780126340000008 0.34566330350000002 0.4815274992000001 0.48119816770000007 40.94178426300001 41.289992964000007 0.48271009850000007 0.34503457980000002 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 -1 -9 10 20 12 13 14 15 16 -12 -18 -19 -5 21 -10 -6 24 25 -21 -27 28 -25 -30
right_child=3 2 -4 19 22 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 17 18 -20 23 -22 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=-0.0046707064844501147 -0.0057501144264602523 0.065827487348450051 0.0024334086838752578 0.0032334809438939018 -0.0020693891196540228 0.0027812940924564545 -0.0088157710687860932 0.0052811743188042231 -0.10013548938980998 0.00048821050322898018 0.080828890973308767 -0.10103488123608313 0.10023647410390968 0.065227186662549105 -0.1004451652599796 0.10026108807805328 0.014379666953418203 -0.0014796626333939741 -0.10015876336069898 -0.0047195042527538623 -0.10090454309350612 -0.012716010550323257 0.0037750885022312559 0.017016202058215326 -0.010233892393847525 0.012414445621116744 0.00059986707587856777 -0.00017388368675899025 -0.0064230555677631728 0.011567043301997634
leaf_weight=0.56363929159955173 1.7912267216306639 0.052955719930650735 0.56623653339997138 1.1968153166344553 0.5351838073197539 2.3685573789698537 0.6172805089383927 0.97536584091007261 0.0032022405808878043 2.7928633003884897 0.0043194469661784743 0.012146200053393841 0.014234451577067375 0.014463012325563795 0.014743252676225893 0.01465660473331809 0.016582400805873365 0.0032991968541723473 0.016470413932851646 1.8862183644898767 0.025022634498554908 0.0031807817249500658 0.51765104840706044 0.6789480997249483 0.78514864400494833 0.66805408243089948 2.7887991419552804 32.026298982880235 1.1877492729108778 0.64229097058102214
leaf_count=173 29 12 219 30 24 34 32 42 75 48 7 2 2 35 26 2 13 16 177 45 24 6 17 11 16 11 90 2739 17 60
internal_value=5.70427e-06 0.000875123 0.00785512 -0.000151422 -0.0033238 0.000295775 -0.000860492 0.000237056 0.000944427 -0.00049668 -0.0198239 0.000582871 0.0130794 -0.00159666 -0.0153894 0.00727542 -0.0262334 -0.0389549 -0.083691 6.41147e-05 -0.0918943 -0.0565727 0.000804186 -2.91666e-05 -0.00113748 0.000199214 0.00288309 0.000167501 0.00452515 -0.000109053
internal_weight=52.7836 8.07922 0.619192 44.7044 2.84406 7.46003 5.09147 4.47419 3.91055 2.93518 0.142321 0.110915 0.0987688 0.0845343 0.0700713 0.0553281 0.0406715 0.036352 0.0197696 41.8603 0.0314057 0.00638302 1.05283 40.6635 6.12822 5.34307 3.45685 34.5353 2.50899 1.83004
internal_count=4034 945 231 3089 70 714 680 648 475 433 385 280 278 276 241 215 213 206 193 3019 105 81 41 2989 162 146 101 2827 88 77
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 0 2 2 1 0 2 1 2 2 1 2 0 1 2 2 2 0 1 2 2 1 1 1 0
split_gain=0.000585992 0.00272569 0.00249681 0.00878512 0.00473391 0.00401309 0.00858068 0.0581088 0.0272122 0.00428206 0.00350102 0.00258886 0.00230136 0.00195942 0.00315264 0.00300939 0.0138811 0.016744 0.00557127 0.017266 0.0106718 0.024627 0.0054659 0.00217764 0.0151679 0.0114069 0.00836236 0.00424646 0.0128076 0.00777008
threshold=40.563919884450009 40.583589072600013 0.34569324270000007 40.377444152000002 0.47883296910000012 0.48447651265000008 0.49949103320000005 39.792680591700012 38.244973486750006 0.36533337325000009 0.47700667645000011 37.903039192800001 0.34575312120000007 40.633548727200008 40.720231579350006 0.34479506600000004 41.898943182100005 0.48351845755000006 0.34518427590000006 41.319407281650008 41.436838994450007 42.233786329550007 0.39718870690000002 0.3453938505000001 42.198888176300009 43.218894539100006 0.34542378970000004 0.34551360740000009 0.34560342505000002 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 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 10 12 7 8 9 -7 11 -1 -4 -3 -15 16 17 -16 19 -17 -21 -22 -18 24 -20 -26 -25 -28 -29 -30
right_child=1 13 5 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 15 18 22 -19 23 20 21 -23 -24 26 25 -27 27 28 29 -31
leaf_value=-0.0041877680544077792 -0.0072242706116212906 0.0056719044794875523 -0.0014226485126968961 0.0099654338671335951 0.003016850157729413 0.038524366323631459 -0.00033614767334592016 0.10035216852087414 -0.059508345106747684 0.0019697771241919712 -0.0053441197797623671 0.0043125148005905218 -0.010689294697963109 -0.0072676859950747746 0.021429688836959601 -0.018908893304132077 0.00076236945533392914 -0.0021621312303419134 0.0068617791497985513 0.010596204404635372 -0.017754539890921541 0.0083521928879058769 -0.0099679631704001157 -0.01230865823572861 -0.016784305546007041 0.0031513439235753694 0.0048299667854931937 -0.014419828508050365 0.0078330572798794504 -0.00057341084917902733
leaf_weight=0.56566214451605679 0.55186384074431671 0.57050338609565088 0.50901844818145014 1.1327909727697258 3.4881799031427363 0.057510536309563487 10.853283918466076 0.0645731295880978 0.069126652851991821 0.072372703900327906 1.7427422635955734 0.97737291964351414 0.56601350067752509 0.62591119751601709 0.70453854856944687 0.65742462483467834 2.802793449731849 0.52502976055257022 2.3638062750391131 0.62618686817586455 0.74140471058080926 0.70484551579374966 0.57151761604244189 0.57458894851243059 0.59349231291571392 0.55580806039637309 1.622559725641852 0.63857211432927385 1.1803330101729539 16.056745913733387
leaf_count=173 16 14 4 18 44 35 1062 16 15 15 31 52 64 81 65 19 147 13 40 8 22 42 123 15 59 12 44 30 223 1532
internal_value=5.3466e-06 -0.000256043 0.000430205 0.00181424 0.000451135 -0.000467375 9.68123e-05 0.0179244 -0.00882116 0.0181557 -0.00227263 0.00119639 -0.00630162 -0.000136305 -0.000241347 -9.9112e-05 0.00225956 0.0113559 -0.000511756 -0.00478862 -0.000309341 -0.00503114 -0.00105506 -1.67474e-05 0.00228006 -0.00714331 -0.000418731 -6.83492e-05 -0.000512966 2.23378e-06
internal_weight=52.7666 32.6679 20.0986 7.90675 6.77396 12.1919 11.1169 0.263583 0.19901 0.129883 3.28578 1.54304 1.07503 32.1161 31.5456 30.9196 4.60388 1.22957 26.3158 2.72986 2.07244 1.44625 3.37431 23.5859 3.51311 1.1493 20.0728 19.4982 17.8757 17.2371
internal_count=4034 2505 1529 318 300 1211 1143 81 65 50 256 225 68 2489 2475 2394 348 78 2046 91 72 64 270 1955 111 71 1844 1829 1785 1755
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 1 2 2 0 2 1 1 1 2 2 2 2 2 2 0 0 0 0 1 1 1 0 0 0
split_gain=0.000765789 0.0194136 0.0907641 0.0069968 0.00133362 0.0208052 0.00531191 0.00502763 0.0033034 0.0066292 0.00352947 0.0030738 0.0158722 0.00532193 0.0139929 0.0125975 0.0195136 0.0048043 0.00378835 0.00765754 0.00327155 0.00639219 0.00247333 0.0092221 0.0118709 0.00373804 0.0117313 0.00219122 0.0310234 0.0238142
threshold=0.48597347385000006 0.48797940185000005 41.50623664750001 0.48386275860000011 40.563919884450009 40.720231579350006 0.34575312120000007 40.159267750750011 39.664548207900005 0.4784437592000001 38.244973486750006 0.34479506600000004 0.34452561300000012 0.34518427590000006 41.319407281650008 42.824128352900011 41.436838994450007 41.319407281650008 41.646178195200001 41.770271989050009 0.4815274992000001 0.39718870690000002 0.47943175355000006 0.47565941140000007 0.31761025120000003 0.34219035360000005 0.32168198560000011 0.48068920095000006 0.47916230050000003 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 8 9 10 -1 12 20 14 -13 16 -16 -15 -19 -20 21 -7 23 24 -23 26 -26 28 29 -21
right_child=1 -3 -4 -5 5 11 -8 -9 -10 -11 -12 13 -14 17 15 -17 -18 18 19 27 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.724742429731651e-05 0.1004426081296273 0.00012872289289535667 -0.02215594174736147 -0.0087140525355526629 -0.019312015747710444 0.00068612311239354918 -0.0084452789180451526 0.0042761407641796192 -0.0035098665224953573 0.010207323371220113 -0.016146246596539782 -0.017340221754686313 0.016662262864946084 0.0037882122669679291 0.0076908604966263554 0.011840327254730892 -0.016224922704623983 -0.00395649572183303 0.011168101694318398 -0.0049316699066638166 0.0071190306802903468 -0.10063138705004343 -0.0081225935454274385 -0.10087727206538535 0.028053144181377228 0.043130770690846337 -0.081944256566892984 0.00022008454683464056 0.003587881104002693 -0.091285384276094103
leaf_weight=1.4624614479810154 0.10242444043979304 24.53452778700867 0.14713314075885364 0.96616092401381948 0.57194940376944003 2.8019738971452153 0.56225306447528467 3.7895664432544436 2.1403969724201488 0.68313971220049996 0.15016218870664477 0.65968027769122217 0.65855679300489089 2.863524243916344 0.60943852830678202 0.58165122972354755 0.77504547374019239 2.7808002032688819 0.60817485742609267 0.060492628012767891 0.53841798380017269 0.012614782623629028 0.48062705621123314 0.013970720009211846 0.02767771004801034 0.01872131842719682 0.01492369217231726 3.4475843716936652 0.61234371725026904 0.067649291867382999
leaf_count=190 16 2588 31 53 70 171 61 41 31 22 32 17 28 36 7 22 38 31 31 208 4 53 4 7 17 5 47 101 34 38
internal_value=6.27674e-06 0.000410992 0.0281615 -0.000352468 -5.31908e-05 -0.000541532 0.000958491 0.00160127 -0.000683729 0.00195115 -0.00154633 6.72836e-05 0.00230036 -0.00071331 -0.00473758 -0.000509123 -0.00569739 0.000298799 -0.00101992 0.000682662 -0.000119264 -0.00127554 -0.0109434 -0.0263658 -0.0122866 0.0058869 -0.01048 -0.000839992 -0.00577554 -0.0505199
internal_weight=52.744 24.7841 0.249558 27.96 26.9938 18.2058 8.78798 8.22573 4.43616 2.29576 1.61262 17.6339 4.56748 13.0664 2.62582 1.96614 1.38448 10.4406 7.57705 4.79624 3.90893 3.37051 0.568535 0.0879082 0.0739375 0.0613227 0.0426014 4.18807 0.740486 0.128142
internal_count=4034 2635 47 1399 1346 969 377 316 275 244 222 899 336 563 84 67 45 479 443 412 308 304 133 129 122 69 64 381 280 246
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 2 1 1 0 2 1 1 1 1 1 0 1 2 0 2 2 1 2 2 2 1 0 2 1
split_gain=0.000747046 0.00905273 0.00380971 0.0124331 0.00251246 0.00875353 0.0666003 0.00636842 0.00855673 0.00634666 0.00474595 0.0157009 0.013536 0.0172662 0.00835195 0.00604117 0.00456081 0.0177005 0.00396328 0.00379357 0.00166335 0.0121349 0.0321832 0.00510762 0.00377755 0.00484857 0.00475578 0.00619289 0.016362 0.00507413
threshold=0.34485494450000004 0.34479506600000004 0.48244064550000004 0.3447052483500001 0.4778150355000001 41.385032804600009 41.646178195200001 0.34530403280000005 0.34494476210000008 0.47865333370000007 41.872294782850005 0.34509445825000007 0.34515433670000012 0.34542378970000004 0.34545372890000009 0.34566330350000002 0.47961138885000004 0.34554354660000003 41.481306584950012 0.47769527860000011 39.792680591700012 39.420767558750008 0.39045238170000002 39.110279783550006 40.377444152000002 40.206947806850003 0.34518427590000006 0.48119816770000007 41.319407281650008 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -2 18 -8 -12 -13 -14 -15 -16 17 -11 -6 -17 21 23 -23 -18 25 -22 -26 28 -28 -29
right_child=4 -3 -4 -5 9 6 10 -9 -10 16 11 12 13 14 15 19 20 -19 -20 -21 24 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=0.00014935872801753812 0.0039123683465568538 -0.01303517973678656 -0.0051532879799590214 0.023667117099038733 -0.0077305897997177984 0.070754129233130889 0.0012495393033616486 0.0052649783131314661 -0.013506303074995091 0.017580273318930216 -0.10102035154161633 0.098736875766294072 -0.10059797532285145 0.072074899661158556 -0.10085914602631683 -0.011803577902951399 -0.00066824876839842624 -0.0026860199168321306 0.00013315779532539334 0.10003375991251251 0.0016126032537922366 -0.04370666639124466 -0.0011706163006362049 0.0084697094169098822 -0.005847440257053747 0.010561332806892103 0.019029827209382538 0.008520527028568519 2.32917179028639e-05 -0.0005347914421883807
leaf_weight=6.1388246180741524 0.52261131004388839 0.56933689088764694 1.1900040109176186 0.23334085571332241 1.6701830814126872 0.15504434605009032 0.54039549775097839 1.0700885192736509 0.61259618788048031 0.70478388171613815 0.020278856828099379 0.011359581279975828 0.018620407770981728 0.015944822955134441 0.0067716649963376332 0.01735711615063551 6.518342558813897 1.109235821128095 1.0399863205670952 0.0036752301966771475 3.4100106032477298 0.23759876241729205 0.70763543290780007 0.67501682082635728 1.3427896001376236 0.73618169586573845 0.62361626376515333 0.63805267913266561 1.6548055951267313 20.513788671041354
leaf_count=540 23 16 23 25 22 7 16 62 69 19 18 2 47 3 18 135 794 38 38 4 138 33 67 55 29 59 12 17 50 1655
internal_value=6.53673e-06 -0.000874924 4.05914e-05 0.00101055 0.000167329 0.00296482 0.012001 -0.000269927 -0.00548733 -3.41465e-05 -0.00235795 -0.0230953 -0.00166227 -0.0199484 0.0143777 -0.01871 0.000292066 0.00518785 -0.004713 0.00773908 5.2412e-05 -0.00121049 -0.0118627 0.000189247 0.000407824 0.0032015 -5.97457e-05 0.000271947 0.00522548 -0.000261635
internal_weight=52.7083 8.13151 7.56217 6.37217 44.5768 2.99474 0.789448 2.2053 1.13521 41.582 0.634403 0.0940077 0.0737288 0.0623692 0.0437488 0.027804 38.8719 1.81402 2.71017 0.0210323 37.0578 8.13859 0.945234 7.19336 28.9192 4.14619 24.7731 23.4303 2.27842 21.1518
internal_count=4034 604 588 565 3430 404 250 154 92 3026 243 227 209 207 160 157 2966 57 60 139 2909 949 100 849 1960 197 1763 1734 62 1672
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 2 0 1 2 0 0 0 1 2 2 2 0 0 0 0 2 2 0 2 0 2 2 2 2
split_gain=0.000760992 0.0168895 0.0822778 0.0054122 0.00143977 0.0222007 0.00817683 0.00443721 0.00336738 0.00244741 0.0146124 0.00324486 0.0130135 0.0097562 0.00472601 0.00764355 0.00660912 0.00506238 0.00747585 0.00701251 0.00313773 0.00248887 0.00261182 0.00205402 0.00252555 0.00165724 0.00158586 0.00355011 0.00517421 0.0015417
threshold=0.48597347385000006 0.48797940185000005 41.50623664750001 0.48386275860000011 43.047778594550003 42.824128352900011 41.975471476700008 0.46898296455000005 0.34587287805000005 41.741384785950011 0.48200652675000005 0.4815274992000001 0.48119816770000007 0.3453339720000001 41.481306584950012 41.571132012400007 41.32819714970001 0.48028502140000007 0.47997065955000012 0.47943175355000006 0.4784437592000001 40.377444152000002 40.280372415600006 0.39672464895000009 48.86568841230001 0.47961138885000004 39.749124837650008 38.244973486750006 39.420767558750008 40.750688432250008
decision_type=2 2 2 2 2 2 2 2 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 9 23 25 11 -11 12 14 -13 16 -16 17 18 19 20 21 22 26 24 -6 -8 27 -1 -29 -23
right_child=1 -3 -4 -5 7 -7 8 -9 -10 10 -12 13 -14 -15 15 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00010069743961968309 0.10040232143892372 0.00015214857092934726 -0.019886147498401174 -0.0077000885488789222 0.0023186832321681165 0.018712341002882871 -0.0053120711978105022 -0.0060533722997178664 0.0061666058761477537 0.014113693295907784 -0.0023943777460860229 0.0081421269543655375 -0.015639109962583761 -0.00097524727273535323 0.013407679849648125 -0.0029659242655247272 -0.0066414480599545581 0.008402990266143346 -0.0083369079505026169 0.0098685163290800956 -0.0050118969792214679 0.0056492543569890757 -0.0078232947459018192 0.0043684164553115887 -0.005010811094092904 -0.012497129684886858 0.0045871487593167354 0.0028776946552342289 -0.034084177087455564 0.0007636513125370202
leaf_weight=1.4654658177146198 0.092988937627526691 24.534136626159221 0.14637100975750172 0.96746442667790589 0.94744835056621901 0.63202896102024197 0.5884008582148883 1.5473916183064798 0.15950714056047122 0.8129825105857863 1.5749768344685433 1.7002142888959508 0.58424310386180955 3.7896516268910623 0.60992727418829484 0.53535284737428412 1.7433634497736523 0.67634706259127675 1.0851243678480385 0.72831038504955348 1.236703519200091 1.0808223779666479 0.5353084758972243 0.95914562553996097 0.93313935829064576 0.70641566517406318 0.55504438685690605 0.073478992450429437 0.078159723479984677 1.6050944639201175
leaf_count=225 16 2588 31 53 89 48 119 129 28 52 9 18 7 40 13 40 18 23 10 23 28 77 8 142 19 79 16 24 16 46
internal_value=6.64238e-06 0.00041005 0.0268447 -0.000351412 -8.75469e-05 0.000234831 -0.00029782 -0.00174509 -0.00754315 0.000216922 0.00322581 -0.000180427 -0.00106491 0.00184841 -0.000355836 0.00575396 -0.000999975 7.8456e-05 -0.000588361 0.0005543 -0.000468862 0.000572858 -0.00156676 0.00060252 -0.00131818 -0.00923204 -2.48865e-05 -0.00160789 -0.0161737 0.00272964
internal_weight=52.685 24.7735 0.23936 27.9115 26.944 22.5569 21.9249 4.38712 1.45432 20.4706 2.38796 18.0826 12.5927 5.48987 12.0085 1.14528 10.8632 9.11986 8.44351 7.35839 6.63008 5.39337 2.70746 2.83973 1.88059 1.29482 2.17215 1.6171 0.151639 2.68592
internal_count=4034 2635 47 1399 1346 967 919 379 226 693 61 632 574 58 567 53 514 496 473 463 440 412 289 250 108 198 281 265 40 123
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 0 0 0 0 0 0 0 1 1 1 1 0 2 0 2 2 1 0 2 0 0 1 1 2 0
split_gain=0.00094114 0.00255659 0.00487488 0.00423186 0.00250713 0.004989 0.00220594 0.00920182 0.00302729 0.0208755 0.00240619 0.00439957 0.00139718 0.00296749 0.00405529 0.00392322 0.00190358 0.0200062 0.0318094 0.0143137 0.0556922 0.0214034 0.0149912 0.011687 0.0100354 0.00698155 0.0027465 0.00205693 0.00177768 0.028451
threshold=0.34515433670000012 0.34530403280000005 40.984321400500008 0.47883296910000012 0.34542378970000004 0.47961138885000004 0.4815274992000001 0.47976108500000009 0.47943175355000006 0.4778150355000001 0.47754558250000007 0.47700667645000011 0.34551360740000009 0.34560342505000002 0.34566330350000002 0.34569324270000007 0.4815274992000001 40.984321400500008 0.47997065955000012 41.646178195200001 41.827117825850003 0.34614233110000009 0.48098859315000003 38.478081868400004 0.47883296910000012 0.48271009850000007 0.34575312120000007 0.35807311160000005 42.006870117350005 0.48597347385000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -3 7 8 9 10 11 -1 -6 -14 -15 -16 17 18 23 -19 -21 22 -22 -17 27 -18 -27 -23 -28 -30
right_child=1 4 3 -5 12 -7 -8 -9 -10 -11 -12 -13 13 14 15 16 25 19 -20 20 21 24 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00041829434041084826 0.0083235329472141888 -0.00019345977836864254 -0.0065221249598028282 0.0028642396965504976 0.0026765759938577023 -0.010149972674676374 0.0015693162124277287 -0.012665377512697818 0.004267924851307732 -0.02884741473651552 -0.0037516374577622742 0.008149012566175692 -0.0048658927644203015 0.0063157572840507941 -0.0077077533959989874 0.079381625457439778 0.010700441442913391 -0.0054208690188382452 -0.10261366917918158 0.10142139247550874 0.010638093475042444 -0.041950760044689082 -0.058060936778293638 -0.043223697327679986 0.092563449642626541 -0.0069656557603891382 -0.00026165857282732042 0.032374614033809125 0.045559966410733836 0.00070746264811388749
leaf_weight=4.4783763655434505 1.1018925705284339 1.7141639656468464 0.66100271073651162 1.7572742066695353 2.150629845009461 0.71243277570465569 2.9812366702826685 0.68985048960894424 1.0902474208123747 0.26649053328037542 1.5607489845133384 0.69203114533956966 1.1857404406653902 1.0581935234628499 0.64330027891401442 0.017912682782782796 0.63827924220173571 1.0502798805927112 0.048683186186508465 0.064024892135876144 0.056465795461974722 0.0086087300178085968 0.072609681228641421 0.013737133938690249 0.025973434721265676 0.53607536666095512 19.256155574759831 0.0065613805574696879 0.143974622071254 7.9846284589562648
leaf_count=615 18 43 49 34 53 29 46 16 15 30 12 26 36 11 30 40 60 13 10 26 45 23 5 11 7 4 1554 91 8 1074
internal_value=7.56816e-06 0.000234206 0.00281059 0.000298606 -8.36351e-06 -0.00311663 -0.000780889 -0.0015791 -0.000633508 -0.00139716 -0.000310388 0.000728393 0.000207372 4.55263e-05 0.000229671 1.89799e-05 0.000185088 -0.00346333 -0.0518765 -0.000435619 0.0219168 -0.00798752 -0.0280076 0.0261666 0.0548195 0.000359448 0.00012305 -0.00980353 0.000261816 0.00150189
internal_weight=52.6676 40.9086 3.52017 2.41828 37.3884 2.4266 11.759 8.77774 8.08789 6.99765 6.73116 5.17041 34.9618 32.8112 31.6255 30.5673 29.924 1.36486 0.080333 1.28452 0.234244 0.170219 0.129075 0.0316498 0.0411435 28.5591 27.9208 0.0151701 27.3848 8.1286
internal_count=4034 3274 101 83 3173 72 760 714 698 683 653 641 3101 3048 3012 3001 2971 271 61 210 197 171 50 51 121 2700 2640 114 2636 1082
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 0 0 2 0 0 0 2 0 0 1 2 2 1 1 2 2 1 1 1 1 1 0 0 2 1
split_gain=0.000797726 0.00810343 0.00370018 0.0296818 0.0104483 0.0153002 0.00480961 0.00185635 0.00461242 0.00285658 0.00172485 0.002042 0.00157363 0.00552336 0.0380718 0.00547118 0.0602146 0.00525698 0.00726197 0.00370539 0.00343798 0.014382 0.0121619 0.0157013 0.00715605 0.00550817 0.00341177 0.00265116 0.0124659 0.00890574
threshold=0.34485494450000004 0.34479506600000004 40.720231579350006 0.3447052483500001 41.898943182100005 0.48351845755000006 0.39718870690000002 40.241071441700008 0.47817430615000006 0.46898296455000005 0.39672464895000009 48.86568841230001 0.4778150355000001 0.47865333370000007 0.34488488370000009 41.385032804600009 41.646178195200001 0.34530403280000005 0.34494476210000008 41.481306584950012 41.872294782850005 0.34509445825000007 0.34515433670000012 0.34542378970000004 0.34545372890000009 0.34566330350000002 0.47769527860000011 0.47961138885000004 40.040005255000004 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -4 10 8 9 -1 11 -6 15 19 -15 17 -17 18 -2 -14 -18 -22 -23 -24 -25 -26 -27 28 -16 -30
right_child=12 -3 4 -5 6 -7 -8 -9 -10 -11 -12 -13 13 14 27 16 20 -19 -20 -21 21 22 23 24 25 26 -28 -29 29 -31
leaf_value=-0.0017894008618625831 0.0038052482476136629 -0.012415710513737339 0.019502756830347245 -0.034721189722544718 0.0021294091911936287 -0.003229619093934807 -0.0094895454500923473 0.0053093644383527669 -0.0088006054508338281 0.0069334415963657418 0.0041417103503266868 -0.0044593351761776879 -0.0072668718775039101 0.058499190050644356 0.015984985109264629 0.067136857107830655 -0.00096905894850317234 0.0049058177975401926 -0.012228993014701777 0.00033450403717011937 -0.10092592083271133 0.098374960411364579 -0.1005460637756158 0.068519717954493076 -0.1007748913512196 -0.010582107098598414 0.10003090020675154 -3.1234552765508102e-05 0.0064548784073543411 -0.010702163608241657
leaf_weight=0.92030063466601786 0.52238783131814615 0.56866778695702791 0.68843259200997031 0.26506088930182148 0.94677630350036401 0.51950454851612449 0.56967541413533229 0.58888485235092947 0.56218734092544753 0.63411401595340067 0.91882723942399014 0.93482784690604603 1.6705634812533383 0.11215089820325985 0.57856244826688552 0.14732129405729222 0.53231153318870383 1.0675851634861415 0.61499463147531996 1.0408277409378568 0.018399413459064817 0.010374756398960017 0.016861232880955868 0.015194883711956209 0.0061159267966859323 0.017215927015007404 0.0033274214947596184 36.936722979875519 0.62441656633745857 0.58691114387147536
leaf_count=169 23 16 65 13 121 13 123 26 8 24 7 19 22 5 6 7 16 62 69 38 18 2 47 3 18 135 4 2905 13 37
internal_value=7.537e-06 -0.000904169 -3.69549e-05 -0.00278548 0.00174648 0.00972611 -0.00111364 0.00034331 -0.00103835 0.00176903 0.000590223 -0.00114404 0.000173758 1.47545e-05 0.000319389 0.00239665 0.00967073 -0.000134048 -0.00486463 -0.00434891 -0.00398846 -0.0223594 -0.00143628 -0.0190725 0.0137497 -0.0174674 0.00733396 0.000150902 0.00390953 -0.00185803
internal_weight=52.6395 8.11726 7.54859 2.97055 4.57804 1.20794 3.37011 2.70549 2.1166 1.55441 2.80043 1.8816 44.5222 41.5502 38.8388 2.97209 0.767122 2.20497 1.13738 2.71139 0.619801 0.0874896 0.0690901 0.0587154 0.0418542 0.0266593 0.0205433 38.7266 1.78989 1.21133
internal_count=4034 604 588 240 348 78 270 227 201 193 147 140 3430 3026 2966 404 250 154 92 60 243 227 209 207 160 157 139 2961 56 50
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 1 1 2 1 2 2 2 2 1 2 2 2 1 2 1 1 0 1 0 2 0 2 0 0
split_gain=0.000923391 0.00334631 0.00306316 0.00337569 0.00243404 0.00481096 0.00647856 0.00803831 0.0035305 0.00261605 0.00240609 0.0026258 0.00817177 0.00683482 0.00660125 0.0038085 0.00372527 0.00285064 0.00851355 0.00436095 0.00583696 0.0109444 0.00185819 0.00168664 0.0100668 0.00278329 0.00454782 0.0728373 0.0164243 0.00865444
threshold=40.633548727200008 40.583589072600013 40.844669808050007 0.48306936920000004 41.218101594450012 0.34479506600000004 0.34527409360000011 0.37286308795000006 41.243661560350013 0.4317685099500001 40.563919884450009 40.316494640950005 40.206947806850003 40.137820134150012 0.39591628995000006 40.040005255000004 40.467253020850002 39.896141435400004 0.34554354660000003 39.685256516350002 0.41804137600000008 0.37003383130000006 0.50278434775000014 0.34488488370000009 0.47754558250000007 41.319407281650008 0.47769527860000011 41.385032804600009 0.47721625100000004 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 -4 -7 -8 -6 -9 11 12 13 15 16 17 -13 19 -19 -1 21 -21 -20 24 -10 -25 27 -27 -29 -28
right_child=2 -3 4 -5 8 6 7 9 23 -11 -12 14 -14 -15 -16 -17 -18 18 22 20 -22 -23 -24 25 -26 26 29 28 -30 -31
leaf_value=0.0001520319435071707 -0.010135870768076524 0.0080086387209841198 0.010982467351554458 -0.0016730470040079133 -0.018755487411013162 -0.0086889481919001609 0.012278055577359335 -0.0052834274765191638 0.00098074175118744019 0.003841541039745878 -0.0061994718210972655 0.0084641246813580203 -0.0096452048192613524 0.010534425942864876 -0.0028199859986604466 -0.0076875817994211991 0.0016319378520102141 -0.0042089161892701205 0.004921078462377969 0.0023513460040482442 -0.00099842126960494925 -0.036292611848087818 0.011760317598734908 0.0038196912894384811 -0.01001275201236515 -0.10876694574049517 0.0087413047859354037 -0.0032645929857175078 0.049790238996233575 -0.00048996183575744385
leaf_weight=9.7421050290193829 0.60189027733765899 0.58004656209834493 0.56317873734165091 2.1730250143413201 0.10377941407581914 0.56335638408199917 0.67813935201502307 0.70285263997368452 2.9435616341133146 0.56815383870107894 0.55309037239157888 1.6399158622552941 0.85575640993791147 0.63760994398247994 1.5464984432542204 0.62425025353620434 1.5546238969459409 0.97239596304643905 1.0336699034222077 0.1346020909259088 0.50567660197951958 0.16088466358087317 0.64523858289709668 1.8232546130289389 1.1616688906538 0.065354540012777851 1.0773300541768573 0.62026567251959519 0.064408401696709916 17.719883422390904
leaf_count=1203 68 14 21 58 19 10 32 31 302 53 16 32 45 31 36 30 23 5 5 19 24 23 53 43 30 3 11 210 30 1554
internal_value=7.68016e-06 0.000517923 -0.000336264 -0.00350867 -2.90538e-05 0.00262884 0.000756367 0.00348632 -0.000348639 -0.00120447 0.000307067 0.000486524 -0.000150208 0.000411853 0.00254299 -5.52089e-05 0.00513924 0.000305887 0.00323699 -0.000431194 -0.00752319 -0.0186893 0.00754954 -0.000273656 -0.00213012 8.29674e-05 -0.000265573 -0.00790159 0.00172636 3.91124e-05
internal_weight=52.6165 21.1864 31.4301 2.77492 28.6552 3.07568 2.5125 1.94915 25.5795 1.27101 20.6063 20.0532 15.3122 14.4564 4.74104 13.8188 3.19454 13.1946 2.6513 10.5433 0.801163 0.295487 1.67891 25.4757 4.10523 21.3705 19.5472 0.750029 0.684674 18.7972
internal_count=4034 1559 2475 126 2349 147 126 116 2202 84 1545 1529 1438 1393 91 1362 55 1332 63 1269 66 42 58 2183 332 1851 1808 243 240 1565
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 0 1 1 0 1 1 1 1 2 0 0 0 1 1 0 2 1 2 0 2 2 0 0 2 0
split_gain=0.00102939 0.00727844 0.0123225 0.00630909 0.015934 0.00128651 0.0230238 0.00349062 0.00145604 0.0174757 0.00531114 0.0276697 0.0287693 0.0168136 0.0152287 0.0597285 0.00676982 0.0400289 0.048496 0.00611031 0.00445117 0.0236433 0.0336301 0.00665984 0.00442917 0.00374843 0.00216216 0.0117368 0.0684887 0.0053474
threshold=0.48537468940000006 0.34494476210000008 0.48797940185000005 0.48351845755000006 40.206947806850003 0.49094338495000006 0.34674111555000003 0.34641178410000012 0.50278434775000014 0.36575252235000005 0.37003383130000006 0.37078231190000005 0.37668033890000002 41.898943182100005 0.51505942935000004 0.51401155655000019 0.5216909673500002 0.38052752915000004 0.38552737940000009 0.5231430197000001 35.509685375550013 0.35275889945000011 38.478081868400004 0.49949103320000005 37.903039192800001 39.420767558750008 0.52688542260000015 0.52404119640000013 42.310579034350006 0.53158588065000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 7 -7 -4 20 -10 -11 -12 13 -13 15 -14 17 -16 -19 25 -8 -22 -23 -24 -20 -18 27 -21 -29 -28
right_child=1 2 5 4 -6 6 8 -9 9 10 11 12 14 -15 16 -17 19 18 24 26 21 22 23 -25 -26 -27 29 28 -30 -31
leaf_value=-8.318420110770267e-05 -0.018110261482655404 0.012804185721873385 -0.0050025969086795645 0.0054204524376404222 -0.017112682699309864 0.04505897423781291 0.0053965249395961472 0.0016585905833094222 0.032830940331344982 -0.016812450460466009 0.045472274835324469 -0.062843916288177343 -0.031403262871295405 -0.0014991409970921189 0.042200084373815464 0.095688477575200784 0.022331393058680465 -0.090420695208739479 0.019779703190268869 0.00032052131245514616 0.00083235685863774903 -0.0062980785997656906 -0.10255408301549068 -0.050720048344505587 -0.01415114677193418 0.0029354190210593898 0.015608057234451434 -0.093191473321070084 0.070053176760342131 0.00023432166118916495
leaf_weight=25.769116481153365 0.20928141265177558 0.80315088619540986 1.5730553776957124 0.55649854382499941 0.7196431295669754 0.11530467309059034 0.57003184125874762 1.5736719712920004 0.16606138715907093 0.18071730702650057 0.13529951380042149 0.11432534418122742 0.073612093699430114 0.073341927134464413 0.094042398667229798 0.074304385084900559 0.20139248791384012 0.095649362924632442 0.064826466843442176 0.60935936495889753 1.3157109245657919 0.19346904201665904 0.052049673753507886 0.047325131631178019 0.094626683144426182 0.19720513345017032 0.22937804550739116 0.071982336604303754 0.039972006236591917 16.5774117857965
leaf_count=1327 18 53 24 5 44 4 26 25 29 19 15 42 46 21 12 9 21 8 15 29 39 38 29 34 36 22 217 60 68 1699
internal_value=6.90915e-06 0.000462117 0.000615522 -0.000423074 -0.00728646 0.000216513 0.000494274 -0.00167135 0.000252712 0.000532176 0.000248801 0.00041327 8.57046e-05 -0.0388699 0.000482512 0.03244 0.000223862 -0.0135672 -0.0341255 0.00049246 -0.00219656 -0.00488736 -0.0305853 -0.0778692 -0.000356392 0.0127353 0.000214052 -0.00514708 -0.0349069 0.000444141
internal_weight=52.5918 25.5466 25.3373 27.0453 1.27614 24.5341 21.3874 3.14673 21.2721 19.0935 18.9274 18.7467 18.6114 0.187667 18.4238 0.147916 18.2758 0.349145 0.255103 17.9267 2.17859 1.60855 0.292844 0.0993748 0.159453 0.398598 17.5281 0.721314 0.111954 16.8068
internal_count=4034 2658 2640 1376 49 2587 2538 49 2534 2368 2339 2320 2305 63 2242 55 2187 71 59 2116 166 140 101 63 51 43 2073 157 128 1916
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 0 1 1 2 0 1 0 2 2 2 0 2 2 2 2 1 1 1 2 2 0 2 1 0
split_gain=0.000831563 0.00590505 0.0112945 0.00509609 0.0128191 0.00261419 0.00176907 0.04103 0.00364396 0.00248091 0.0017121 0.00322551 0.00422062 0.00239066 0.00349567 0.00317676 0.00174773 0.00171232 0.0374686 0.00527685 0.0123166 0.069333 0.0136455 0.0128736 0.0112877 0.00575369 0.0074991 0.00411301 0.00345658 0.0356219
threshold=0.48537468940000006 0.34494476210000008 0.34587287805000005 0.48351845755000006 40.206947806850003 0.34614233110000009 0.49053920540000012 0.34739977845000009 0.34641178410000012 42.977735738100002 0.5398790455000001 0.41988263825000011 0.54228915300000013 37.784765830350004 40.340071172300007 41.178189531300006 0.54136103710000005 42.824128352900011 43.120094701700005 41.32819714970001 42.094663496250007 0.34988473400000003 0.36491422415000008 0.39408999735000005 40.984321400500008 42.388109226950007 0.49485045360000007 43.752965619700007 0.37078231190000005 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4 8 -8 -7 -10 17 12 -12 -14 -15 -16 -13 19 -19 24 21 -21 -23 -24 28 -22 -27 -20 29 -9
right_child=1 2 5 4 -6 6 7 10 9 -11 11 16 13 14 15 -17 -18 18 27 20 25 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.4861891300840114e-05 -0.016326356383906823 0.012749603659655346 -0.0066416733270512106 0.0048960648493972855 -0.01530956977442492 -0.0014495255687832394 -0.055327921844376626 -0.0012655786234205407 0.010951763216904687 0.0018649799275417382 -0.010942806257553499 0.0061943268036009809 0.0022236882490823365 -0.010467476504624405 0.0048745281271284687 -0.0058632868945068528 0.00022303365224121338 -0.062413512091149974 0.0084935932168923988 -0.0043966543839657167 -0.0039237290105380166 0.10066357321611766 0.008767698304928585 0.068002784134715596 -0.011057109407602003 -0.0031901572917286758 0.012809174587620887 -0.0019019746206973055 0.00059858444002014585 0.047317994430019272
leaf_weight=25.770311841949223 0.20895250083412875 0.7372141662635866 0.54801649693399923 0.55459650279953965 0.72373262543260353 0.99030373245478331 0.13287614367436518 0.92029167434367287 0.64723270575632319 0.56080248550047429 0.57276360315245201 0.53964767331217434 1.0549473547050641 0.54014712500975282 0.53564901766367234 0.56733865767508007 5.3451317738760773 0.096159675724255878 0.59009319624817624 0.49231007508933577 1.0262205576937051 0.066321491089183837 0.057326699930627001 0.10191816378756613 0.78930511931685021 0.49634733110360663 0.71492955196222852 1.0720264670394428 5.9125618974691196 0.18052049582183827
leaf_count=1327 18 38 4 5 44 4 7 99 29 22 20 13 34 24 6 88 1380 26 41 4 31 10 43 22 38 5 40 263 329 20
internal_value=5.6655e-06 0.0004154 0.000553734 -0.00038057 -0.00654346 0.000187521 0.000343438 7.08487e-05 0.00304719 0.00673343 0.000410512 -0.000628715 -0.00314634 -0.00149126 -0.00387638 -0.000648632 0.000770615 0.0011707 -0.00172249 0.00164356 0.00524218 0.0166393 0.0625514 0.0466787 0.000280532 0.00158553 0.0062531 0.00178871 0.0015565 0.00670157
internal_weight=52.546 25.4974 25.2884 27.0486 1.27833 24.5512 24.0032 21.8048 2.19834 1.20804 21.672 9.15563 3.27085 2.69808 1.64313 1.10299 5.88478 12.5163 1.75828 10.7581 2.95537 0.717876 0.225566 0.159245 7.80268 2.2375 1.21128 1.66212 7.01337 1.10081
internal_count=4034 2658 2640 1376 49 2602 2598 2543 55 51 2536 1565 172 152 118 94 1393 971 330 641 155 79 75 65 486 76 45 304 448 119
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 0 2 0 0 2 0 1 1 0 2 2 2 0 1 1 0 2 2 2 1 2 2 2 1
split_gain=0.000979583 0.00285297 0.00506181 0.021515 0.00930527 0.0259341 0.0110268 0.00240473 0.0115598 0.00239228 0.00224011 0.00196101 0.0314642 0.027535 0.00935092 0.0295552 0.00789911 0.00467942 0.0507788 0.00612029 0.00681424 0.0261165 0.0151032 0.0218795 0.0146331 0.00419204 0.0122543 0.00710722 0.0119624 0.0036643
threshold=41.319407281650008 40.94178426300001 0.34521421515000011 0.34479506600000004 0.35374689380000007 0.53544804050000006 0.47883296910000012 40.633548727200008 0.48306936920000004 0.54499865270000014 40.583589072600013 0.50278434775000014 0.37286308795000006 0.36945001650000003 0.52404119640000013 42.940640897800002 48.226196960950006 42.094663496250007 0.53866650695000018 0.39193437325000008 0.40099098830000007 0.52453519355000011 43.631818398850008 43.680097826700013 49.835088602800006 0.3459626957000001 41.872294782850005 43.272784938550004 42.402981339000007 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 6 -6 -4 10 -9 -10 -1 25 13 -13 15 -14 -17 18 -16 -19 21 -21 -23 -24 -25 29 -27 28 -28 -2
right_child=11 2 4 -5 5 -7 -8 8 9 -11 -12 12 14 -15 17 16 -18 19 -20 20 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00025045536989156645 -0.00089224848159151623 0.011197460888528151 0.0026086340865695097 -0.015498362824071269 -0.036206280324310704 0.0056811946595361597 0.018280492602773629 -0.014538384062237645 0.0020843981915696862 -0.0036701079811133097 0.0065891642157908884 0.0010572254949707024 -0.10335824535028118 0.089005788574606684 0.078182892688189495 0.043274763415765451 -0.042057802926238133 0.028525269114859156 -0.0026686585800961521 0.1002248802909449 -0.00058335859182112463 -0.10064621739713281 0.087894605500632578 -0.10088509826877581 0.060147288982470772 -0.015858918183685632 -0.0003099168608155397 0.0055145843909922866 -0.014865213441502169 0.0031932681965729532
leaf_weight=20.561411806551526 10.773587104830275 0.58893686397385658 1.0398788965076167 0.61940857887384482 0.1868537715097317 0.7073784888822976 0.79006698727607716 0.64252195823003377 2.1454204066956071 1.0891951969154972 0.57306828950970512 0.067381802407907254 0.035056686832562162 0.075468366809673171 0.089921052412365365 0.034325830892476622 0.015860278937614325 0.070527224728408444 0.57059416412858965 0.013539527542889007 4.196981440522868 0.033782457364907259 0.014705582172609866 0.022692834648465166 0.0075106710505679066 0.68734802058952471 2.2752792632687298 1.0839930533956668 0.75102614898393527 2.7571317214475686
leaf_count=1545 596 27 7 15 37 54 39 74 30 60 14 21 23 21 38 42 30 35 135 2 646 54 2 103 19 40 35 137 55 98
internal_value=6.25154e-06 0.000396028 0.00289985 -0.00248705 0.00528928 -0.00307138 0.00937485 2.3578e-06 -0.00228694 0.000146678 0.000422332 -0.000472261 0.00123205 0.0475208 -6.30955e-05 -0.0329061 0.0163072 0.00049457 0.00833829 -0.000693779 -0.00117423 -0.0280617 -0.0501345 -0.0121374 -0.0608414 -0.000960293 -0.00350008 -0.00143336 -0.00392205 -5.97496e-05
internal_weight=52.5209 28.9441 3.93252 1.20835 2.72418 0.894232 1.82995 25.0116 3.87714 3.23462 21.1345 23.5767 5.24835 0.14285 5.1055 0.0852428 0.0501861 5.02025 0.660515 4.35974 4.28921 0.0922311 0.0786915 0.0449091 0.0302035 18.3284 4.79765 4.1103 3.02631 13.5307
internal_count=4034 1902 179 42 137 91 46 1723 164 90 1559 2132 1171 42 1129 95 72 1034 173 861 826 180 178 124 122 961 267 227 90 694
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 0 2 1 0 0 1 0 2 2 1 1 0 0 2 1 2 1 2 2 0 1 2 0 0
split_gain=0.0041472 0.0119894 0.00924885 0.0136845 0.000705047 0.00292569 0.00143656 0.00158377 0.0332392 0.0136895 0.0300745 0.0141072 0.00910128 0.0143869 0.00176497 0.00155722 0.00358719 0.00110548 0.00995052 0.0183452 0.00629792 0.0089029 0.04533 0.00241817 0.0273094 0.0925139 0.0243252 0.0174804 0.00359357 0.00328318
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 48.96897326980001 49.283271594150008 0.39672464895000009 43.752965619700007 0.35862698720000002 0.48386275860000011 0.43563066975000003 0.34524415440000006 0.53866650695000018 47.927946529500012 43.525909308350002 0.37078231190000005 0.36698003050000011 0.48537468940000006 0.48351845755000006 40.206947806850003 0.34587287805000005 43.157831852650006 0.34494476210000008 43.157831852650006 42.660927378600007 0.50339810185000011 0.38370108680000009 42.865207177650007 0.56341127510000011 0.48797940185000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -2 14 9 10 -9 -12 13 15 17 16 -10 18 -8 -20 21 22 -19 24 29 -26 -27 -28 -25 -22
right_child=4 -3 -4 -5 5 -7 7 8 12 -11 11 -13 -14 -15 -16 -17 -18 20 19 -21 23 -23 -24 28 25 26 27 -29 -30 -31
leaf_value=-0.1003960367385836 -0.003880717222276499 -0.10079797324244988 -0.1001253230042316 0.053552156025496567 0.0058886374968956968 -0.0021650010092093062 1.2505671307112149e-05 0.096148050818319425 -0.10031395658662033 0.092434932300724346 -0.10045092869035968 0.017012628332475778 0.000251933403168275 0.0085522589379727586 -0.0056064387026470005 -0.10092815607375689 0.036929920280495181 -0.013896084801268905 0.0043965400316068179 -0.020054128357719588 0.0074643404702424976 -0.00039226091763405123 0.051990587028105543 0.010244313984182456 -0.10215957761565908 0.06119039827187106 -0.1007319436317427 0.030066749549354906 -0.0013218021331278091 9.1520861025509996e-05
leaf_weight=0.0072535715299635308 0.95212303685839472 0.015872324282150019 0.0074885063804686061 0.028308068809565157 0.92889322432762778 0.87688428129063745 22.875291487674019 0.033467427064127864 0.0052074102525380903 0.050600777824001852 0.017206961115334707 0.02519514551715929 1.0482246082359123 0.031481937776788982 0.56491691043686287 0.022747328735003437 0.0030025221531104762 0.20664380176458408 0.55279385182075091 0.68973924608144443 0.62195067206631449 0.49868971109390259 0.21108984376769513 0.57034909644926191 0.10650078042453903 0.074360594269819558 0.020283692435867806 0.020588543681991589 0.50779120386039267 20.911270472350548
leaf_count=123 10 46 10 12 21 254 934 36 59 12 26 35 234 14 50 185 4 17 5 42 19 2 35 31 16 11 28 44 23 1696
internal_value=6.37009e-06 -0.0265087 0.000881278 0.0221511 3.61701e-05 0.0019778 -3.30918e-05 4.06641e-05 0.0035738 0.0521489 0.0252803 -0.0306546 -0.0019574 -0.0390475 -4.9585e-05 -0.0874541 -0.0501214 1.59954e-05 -0.00046089 -0.00917621 0.000500277 0.00862869 0.0193979 0.000174037 -5.50604e-05 -0.0349704 0.0271274 -0.0348448 0.00479681 0.000304472
internal_weight=52.4862 0.0589225 0.0430501 0.0355616 52.4273 1.80578 50.6215 49.6694 1.23713 0.12647 0.0758695 0.0424021 1.11066 0.0624392 48.4323 0.0309573 0.00820993 47.8673 24.1178 1.24253 23.7495 0.916423 0.417734 22.8331 21.755 0.221734 0.115233 0.0408722 1.07814 21.5332
internal_count=4034 191 145 135 3843 275 3568 3558 605 109 97 61 496 262 2953 248 63 2903 981 47 1922 54 52 1868 1814 99 83 72 54 1715
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 0 2 2 1 0 2 0 1 2 2 1 2 2 1 1 2 2 2 1 2 2 1 1 1
split_gain=0.000925244 0.00276914 0.00550875 0.0175955 0.00756073 0.0212288 0.00902153 0.00224477 0.0045042 0.00511423 0.00218678 0.00407628 0.00205264 0.00405932 0.0144657 0.00267202 0.00169878 0.00840321 0.0128134 0.0729832 0.00249161 0.00210358 0.00935279 0.00758945 0.0045791 0.00846512 0.0187139 0.00240625 0.00192569 0.00464309
threshold=41.319407281650008 40.94178426300001 0.34479506600000004 0.34521421515000011 0.35374689380000007 0.53544804050000006 0.47883296910000012 41.535369675400013 41.436838994450007 0.34512439750000007 0.48271009850000007 41.360869295700006 0.56719858685000013 0.44521122120000006 40.80591513400001 40.750688432250008 0.41853537320000006 38.748048509250005 40.00488309970001 0.42780156285000009 0.45280081435000008 40.316494640950005 40.206947806850003 40.137820134150012 0.34656148020000005 40.563919884450009 40.720231579350006 0.40667944075000007 0.41804137600000008 0.41714319930000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 6 -6 -5 8 9 -2 -11 -12 15 14 -14 16 21 20 -19 -20 -18 22 23 28 25 -23 -27 -26 29 -1
right_child=7 2 3 4 5 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17 17 18 19 -21 -22 24 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00043479389487928319 0.0045363585606010785 0.011749277656655281 -0.013872382668303965 0.0023507676340583841 -0.032939958640866983 0.0051174007364679849 0.016580753947372018 -1.5880146766482777e-05 -0.009536692005092183 -0.0069944585970553161 -0.0067623440346211167 0.0054889787410572237 -0.010121263355970583 0.0028644516077830128 0.10019698892691797 -0.003539356990098145 0.0073567604209689502 -0.0038915630002410787 -0.10254231738185784 0.027651790757667594 -0.0021834061399073983 0.0031585103448863294 -0.010668082248305275 0.011048698763035348 0.0089097306736513598 -0.019836087377859236 0.0023318438137059586 0.0021698980095479227 -0.0061051987341117289 0.008728049401399901
leaf_weight=10.325394254418066 1.1063942286301092 0.59125133924888507 0.62339070350572034 1.0380974753515491 0.18499924612638086 0.70561552015547502 0.78048916731495399 19.480087730081564 0.76107971800550833 1.0842775381170215 0.54402048009011206 0.54230262196696888 0.031207409903187489 1.0814108695812055 0.019198512309230864 2.1787598214363717 0.59349411928298923 0.63164613288205362 0.082555605676404298 0.08999145317102375 0.5081535314563439 3.1254129483195348 0.82174093942376281 0.62937151266669467 1.1063837323986263 0.5971028109758475 1.0513130339877534 1.0162979540365953 0.53203364360069905 0.58432422657460925
leaf_count=750 11 27 15 7 37 54 39 2024 46 10 23 18 49 454 13 37 81 57 19 28 17 30 30 15 37 71 9 8 9 9
internal_value=5.14544e-06 0.000383845 0.00285367 0.00127545 0.00476099 -0.00278791 0.0084579 -0.000460692 -0.00260651 -0.00099698 -0.00381742 -0.000646369 -3.71276e-06 0.00415741 0.0318965 -0.000200983 0.000134276 -0.00271713 -0.0104889 -0.0346399 0.0029562 0.000408884 -0.000345171 0.000357561 0.00181857 0.000100331 -0.00569801 0.00568283 -0.000230522 5.59677e-05
internal_weight=52.4478 28.9296 3.92384 3.33259 2.7092 0.890615 1.81859 23.5182 4.03807 3.27699 2.1706 1.08632 25.0058 1.13182 0.0504059 23.874 21.6952 1.90584 0.804193 0.172547 1.10165 19.7894 12.8929 12.0711 6.89651 4.77383 1.64842 2.12268 11.4418 10.9097
internal_count=4034 1902 179 152 137 91 46 2132 108 62 51 41 1723 516 62 1207 1170 202 104 47 98 968 813 783 155 110 80 45 768 759
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 2 0 2 2 2 1 0 2 2 2 2 0 0 0 0 2 2 1 0 2 1 0 0
split_gain=0.000749247 0.00225688 0.00540506 0.031713 0.00966656 0.00464471 0.0196815 0.00193588 0.00859704 0.00320596 0.00247198 0.00197596 0.00204423 0.0131479 0.00359611 0.0063519 0.00833419 0.00625191 0.00410188 0.0188272 0.00291905 0.0131158 0.00181452 0.00363061 0.00414241 0.00175967 0.00329869 0.0016155 0.0132041 0.0413768
threshold=41.319407281650008 40.94178426300001 0.34587287805000005 0.50922128080000018 41.218101594450012 41.257403903850005 41.092444989200011 40.633548727200008 0.48306936920000004 40.583589072600013 40.844669808050007 40.563919884450009 0.34545372890000009 0.48028502140000007 40.377444152000002 40.241071441700008 40.159267750750011 39.861052345600008 0.47997065955000012 0.47736594710000008 0.47943175355000006 0.48271009850000007 41.535369675400013 41.436838994450007 0.34512439750000007 0.48271009850000007 41.360869295700006 0.39072183470000005 0.53544804050000006 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -3 6 -5 9 -9 11 -10 12 13 14 15 16 17 18 19 -1 -14 -22 23 24 -2 -26 -27 -23 29 -29
right_child=22 2 3 5 -6 -7 -8 8 10 -11 -12 -13 20 -15 -16 -17 -18 -19 -20 -21 21 27 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00064722712967490818 0.0040956761702986661 0.0052453470128385532 0.047139502131686745 -0.045797123479932783 -0.0064505487687563159 0.0052225172393702661 0.014149292754643897 -0.012584188782427161 -0.0018927820186940597 0.0077386096997914076 0.0039908046238324108 -0.0057305852213853821 0.0047781236426012869 0.013913800084277365 0.0051297119669095267 -0.011423740681356079 0.011389434375679157 -0.011561794281649008 -0.0073628565184108751 0.035266534604797957 -0.015224833736926549 0.0014558542752107723 -1.4290919926734483e-05 -0.0085520563986514076 -0.0062693431423575495 -0.0060617924221816367 0.0049586464597764961 -0.074708334365150883 -0.00013562867989627884 0.0070637169285561671
leaf_weight=1.5695082370867233 1.1030776110635567 1.7072768994507326 0.17839709245970414 0.096255173843246666 1.2056936759655625 0.59557131633476068 0.12707116348752656 0.64648966362070526 2.1635887148539017 0.57489771420887237 1.0659145290608476 0.55278519680814397 1.042741112137114 0.78871760168112803 1.0792856295011004 0.54333628637050413 0.55813481798395503 0.5489505790142174 0.52986513823270787 0.16093749765423115 0.59508353222757016 4.6188235116921978 19.480254880578634 0.76369036902414889 1.0884820190258326 0.54608716219191389 0.54037798382244961 0.097392041051825973 7.6787278480260435 0.1697027823566799
leaf_count=220 11 45 28 29 27 23 27 74 58 14 32 16 55 21 13 7 6 13 4 18 18 291 2024 46 10 23 18 76 721 66
internal_value=4.68066e-06 0.000345795 0.00257976 0.00893386 0.000404355 0.000610746 -0.011688 -3.83271e-06 -0.00205803 0.000373356 4.91267e-05 0.000167148 0.000330311 0.00191601 1.96465e-05 -0.00139063 0.000228231 -0.00198924 0.000335599 0.00269288 -0.000314881 -0.000718437 -0.000414355 -0.00234259 -0.000895949 -0.00342757 -0.000580528 -3.13886e-05 -0.000895907 -0.0227532
internal_weight=52.4171 28.8951 3.91027 0.997295 2.91297 0.818898 0.223326 24.9849 3.87599 21.1089 3.2295 20.534 19.9812 5.77874 4.99002 3.91073 3.3674 2.80926 2.26031 1.73045 14.2025 13.1597 23.522 4.04172 3.27802 2.17495 1.08647 12.5646 7.94582 0.267095
internal_count=4034 1902 179 107 72 79 56 1723 164 1559 90 1545 1529 302 281 268 261 255 242 238 1227 1172 2132 108 62 51 41 1154 863 142
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 2 2 0 2 2 1 2 0 1 2 1 2 0 2 0 1 1 0 1 1 1 0 0 1 2
split_gain=0.000648567 0.00206469 0.0203829 0.00185055 0.00382224 0.00212715 0.0120047 0.00140553 0.00331808 0.017527 0.0241125 0.0034811 0.00122924 0.001273 0.0146194 0.0256847 0.0211676 0.0088831 0.0149623 0.00120374 0.00119479 0.00477295 0.00248092 0.00118686 0.0174404 0.00820011 0.0405912 0.0384954 0.00637076 0.0210386
threshold=0.56643513670000012 42.536568606950006 42.402981339000007 0.43837010870000009 40.280372415600006 39.458743938000005 39.110279783550006 0.54646567465000018 38.748048509250005 40.844669808050007 0.44805544745000009 37.52517992975001 0.54562737640000014 0.42114008565000011 39.256147742250008 0.42473279245000012 40.636252116050009 0.54300769440000007 41.147265497500008 0.56065686655000013 0.41615520495000008 0.40301188585000008 0.5398790455000001 0.36945001650000003 0.37078231190000005 0.37977904855000005 0.51505942935000004 0.50889194935000015 0.35651627195000007 37.137227079750012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 -5 12 11 10 -10 -9 13 20 -15 -16 -17 18 -18 -11 21 23 -22 28 -25 26 27 -26 -1 -30
right_child=1 -3 -4 5 -6 -7 -8 8 9 19 -12 -13 -14 14 15 16 17 -19 -20 -21 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=7.5063609017986176e-06 -0.0073202556704919184 -0.00093961028513921347 0.078156883357028389 0.0023867727854941668 0.054680828507727514 -0.0027712231745128124 0.066884038219590367 -0.0043392776867670754 -0.10090329871696038 -0.0043278733745547955 -0.014354972437343983 0.0071675243866678702 0.0047207481305462538 0.0028360875425250888 -0.10119381804875097 -0.093883496756996754 0.10020253580633282 0.051385487346664205 -0.08675557503423989 0.0020426517149355161 0.0041038214285715668 -0.0091161446679280129 -0.0006995726681875387 0.028119451871495872 -0.0090495471513976251 0.0009632299762147705 0.040586462842538411 -0.1012688024957254 -0.00063391319287542196 -0.035125111564752169
leaf_weight=32.537540587938913 0.020005549861989658 1.5125041461091564 0.03654281162243922 0.52020285235656061 0.019768012600252405 0.56430653071093373 0.030553117162526178 0.49408672018414213 0.042300507759818973 0.62652158725843043 0.13468307552460601 0.56190871604087533 0.55516862264971578 0.52364097427812362 0.040084308158839135 0.019664281804580241 0.0061738505750668108 0.041938000707887113 0.013959365518010896 0.56327072910181641 2.0924717048722661 0.580823275793242 2.2119192850159379 0.23230986064299752 0.12988220846909815 7.0593401052463713 0.087271185861098388 0.069479652157497185 0.84752597611516556 0.22348018824894023
leaf_count=1400 28 425 17 338 17 275 22 46 46 101 38 42 15 16 14 5 2 6 93 37 22 80 39 30 30 543 16 51 71 169
internal_value=4.62784e-06 0.0015129 0.00462645 0.00229971 0.0234951 0.00154368 0.00596475 -7.74357e-05 -0.00242658 -0.00567948 -0.0350407 0.00178364 4.29605e-05 -1.26281e-05 -0.00442282 -0.0356251 -0.00346929 0.0251741 -0.0294249 -0.00131194 4.91579e-05 -0.000114321 0.00163548 1.26239e-05 0.0011431 0.000289996 -0.0162908 -0.0411889 -0.000242283 -0.00783098
internal_weight=52.3993 2.70388 1.19138 1.15484 0.0397736 1.11506 0.550756 49.6954 2.42277 1.36678 0.176984 1.056 47.2727 46.7175 0.645461 0.12182 0.0817355 0.0620712 0.0201332 1.18979 46.072 41.7677 4.30439 41.1868 7.57828 7.34597 0.286633 0.199362 33.6085 1.07101
internal_count=4034 1122 697 680 45 635 360 2912 310 222 84 88 2602 2587 136 120 106 101 95 138 2451 2390 61 2310 670 640 97 81 1640 240
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 2 0 0 1 1 1 0 0 1 0 2 1 2 2 0 1 2 0 2 2 0 0 2 0
split_gain=0.000675973 0.00293801 0.0154559 0.00529386 0.00517562 0.00443171 0.00250944 0.00948696 0.0179198 0.00542631 0.012623 0.00338538 0.0068098 0.00143206 0.019979 0.0161972 0.0185388 0.0146151 0.0436647 0.00550893 0.00427652 0.0164807 0.0270751 0.0301329 0.0154114 0.0112837 0.0228579 0.00292991 0.00773562 0.00861358
threshold=38.064633603500006 0.50086823750000009 0.36945001650000003 0.51675099550000014 0.36491422415000008 0.52366695610000014 37.627645350900004 0.49880243110000005 0.47396784530000008 0.33992994225000006 0.33204095685000007 0.32058920395000007 0.42018203045000008 0.50339810185000011 0.37078231190000005 0.51401155655000019 41.898943182100005 0.38906020780000011 40.137820134150012 40.984321400500008 0.52284362740000012 0.39587138110000003 41.385032804600009 0.52688542260000015 39.420767558750008 47.709122305950011 0.52453519355000011 0.49053920540000012 42.233786329550007 0.49094338495000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -5 7 8 9 10 11 12 -1 27 -15 16 -16 18 -17 -20 24 22 23 -22 -19 26 -24 -2 -29 -30
right_child=13 2 3 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 15 17 -18 20 19 -21 21 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10013891316492092 -1.4920644638238846e-05 -0.029946069951188599 0.02047755954047514 -0.018337474863929792 0.020382225532847749 -0.0009156666316592982 -0.0042419780465972569 0.00041356756875250895 0.084125253877148351 -0.081296717031510063 0.094268234414566443 -0.10022311281871062 0.10004910901723439 0.030403880974061905 -0.068573650253370408 0.06651147707840066 0.0024324159625170472 0.010847219705345731 -0.021174852919643126 0.0091981327018278627 0.008351271778378527 6.2976620119546711e-05 0.039595479517144573 0.082934919741459279 -0.031840674516743959 0.020549336971706703 -0.10068524230258202 -0.011292525199758447 -0.0085471661609099869 0.0080523860821177465
leaf_weight=0.0034563249678921486 29.974463187528436 0.19678786915574198 0.11033595671230534 0.15416890903134151 0.14877726111918921 2.759222399832602 0.56113566153788952 0.53398861177265644 0.039776516178335442 0.0090768226018083271 0.010151591422982109 0.0071667939536725345 0.003342592332046479 0.22614836930551874 0.072494810046366154 0.13216821057721695 0.074614942144366037 0.16662899393122704 0.11268379027023911 0.12704116263572018 0.11899929033993117 14.337541689614412 0.017544181318953633 0.099431169219315052 0.17174091521365237 0.034427727132424479 0.03437320000773525 0.8437339317966982 0.54131456091999997 0.73985920235592306
leaf_count=47 1259 14 30 33 27 463 24 7 35 77 10 47 3 47 38 14 37 19 6 42 35 1457 5 9 31 27 61 72 10 48
internal_value=3.04546e-06 -0.00116344 -0.00279061 -0.0010233 0.00281593 -0.00183758 0.000578561 0.00503516 0.0388553 -0.0153916 0.00941254 -0.0522686 -0.00171928 0.000113715 0.00089551 0.000464968 -0.032559 0.000781406 0.0203639 -0.00507883 0.000295275 0.000552119 0.0235628 0.0423023 -0.0108192 -0.0238431 -0.0532809 -0.000269295 -0.00385756 0.00103883
internal_weight=52.3626 4.53739 3.22052 3.02373 1.31687 2.91339 1.16809 0.606959 0.0729706 0.0331941 0.0241173 0.0139657 0.00679892 47.8252 15.7258 15.4997 0.14711 15.3526 0.371893 0.239725 14.9807 14.6423 0.304776 0.21843 0.33837 0.0863451 0.0519174 32.0994 2.12491 1.28117
internal_count=4034 817 540 526 277 496 250 226 219 184 107 97 50 3217 1828 1781 75 1706 62 48 1644 1594 137 44 50 93 66 1389 130 58
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 2 2 2 1 1 1 1 0 0 2 1 2 1 0 2 2 2 2 2 2 1 1 2 1
split_gain=0.000553665 0.00388523 0.00616844 0.0104254 0.00277612 0.00202679 0.00646852 0.0043843 0.00215745 0.00744984 0.00193917 0.0128975 0.0227267 0.0525644 0.00848602 0.026017 0.0336786 0.0416725 0.0273152 0.00735192 0.00333264 0.0143099 0.00295374 0.001965 0.00308473 0.00385406 0.00168223 0.0282713 0.0184515 0.0240914
threshold=39.896141435400004 39.685256516350002 0.41804137600000008 0.37003383130000006 40.003678352300007 40.137820134150012 40.206947806850003 40.316494640950005 40.467253020850002 0.39591628995000006 0.37003383130000006 0.38370108680000009 0.37286308795000006 0.51401155655000019 0.5296248615500001 41.147265497500008 0.39587138110000003 41.385032804600009 0.39542229275000007 0.53749887730000012 40.720231579350006 40.563919884450009 41.035283712600005 41.092444989200011 41.218101594450012 41.289992964000007 0.34674111555000003 0.36359689830000008 38.625745710700009 0.36006406990000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 -3 -2 -6 -7 -8 9 -9 20 12 -12 -14 15 -13 17 -17 -19 -16 21 -10 -22 -24 -25 -26 -1 28 29 -28
right_child=4 2 -4 -5 5 6 7 8 10 -11 11 14 13 -15 19 16 -18 18 -20 -21 22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0022710099362442831 0.0037024842835158252 0.0013164097647811093 -0.00077881240223778121 -0.037134171896791336 -0.0041609243314552 0.010123083375592723 -0.0071787344349707669 0.0073127584491481995 0.00075516145343772841 -0.0024168992474417669 0.07268725577326178 -0.10200812611148109 -0.068197387147235458 0.050069590594099614 0.011463685875181104 0.091591786712597559 -0.10102880837401872 -0.088933441041239125 0.082259434531249231 0.00011290455401547202 0.0032104142285813986 -0.017407070344874279 -0.0068014500970414761 0.0065375957559846778 -0.0061470289640306441 -0.00030953611902365444 0.026984381676177029 4.1655908192692559e-05 -0.10148951826868294 -0.06959982802263065
leaf_weight=2.290605775158693 2.1080394524942383 0.13211679575033497 0.50615545295064979 0.15123534602025757 1.1486296115434615 0.633529316205247 0.84715593551399493 1.6247153261829201 1.5440530194534958 1.5261973543624821 0.068741991680323689 0.032632329278018651 0.061738552063175689 0.096042135511311244 0.61613181895619007 0.048226683731627418 0.026503955351840108 0.033423200614905113 0.012924507260322571 7.7254686814633677 2.2532716028015782 0.60331216050479231 0.49885134676593423 0.6129555466693003 1.204511859465131 18.533969717955344 0.050758547814924171 7.2518928274091445 0.040930142021124993 0.052575500302784905
leaf_count=248 30 19 24 23 63 31 45 32 21 29 18 9 37 24 60 13 216 76 3 908 44 72 17 21 35 961 54 871 19 11
internal_value=3.38782e-06 -0.000646771 -0.0073923 -0.0192061 0.000166099 -2.14306e-05 0.000101735 -6.5467e-05 9.68565e-05 0.00260004 -0.000135309 0.0011502 0.0246997 0.00379249 0.00052227 -0.0227605 -0.00140217 0.0265176 -0.0411946 0.000951302 -0.000579334 -0.0043476 -0.000229091 -0.000600795 -0.000448806 -0.000665761 -9.69845e-05 -0.000830357 -0.0446648 -0.0221569
internal_weight=52.3373 10.4763 0.789508 0.283352 41.861 39.753 38.6044 37.9708 37.1237 3.15091 33.9728 8.72183 0.226523 0.157781 8.49531 0.153711 0.121078 0.0945744 0.0463477 8.3416 25.2509 2.14737 23.1036 20.8503 20.3514 19.7385 9.68676 7.39616 0.144264 0.103334
internal_count=4034 1269 66 42 2765 2735 2672 2641 2596 61 2535 1364 79 61 1285 317 308 92 79 968 1171 93 1078 1034 1017 996 1203 955 84 65
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 0 2 1 0 0 0 0 2 0 0 0 1 2 1 2 2 0 1 2 2 2 0 2 2 0
split_gain=0.000577005 0.00422548 0.00678865 0.00595637 0.00368375 0.00603197 0.00937319 0.00550579 0.00377844 0.00180584 0.00820784 0.00516442 0.00469764 0.00504853 0.0049878 0.0099341 0.00667598 0.00430773 0.00578192 0.00366516 0.00408252 0.00520424 0.0202765 0.00563431 0.00894612 0.00454773 0.00308584 0.00338311 0.00282814 0.00175208
threshold=0.34515433670000012 0.34527409360000011 41.975471476700008 0.34524415440000006 0.4815274992000001 0.47754558250000007 40.636252116050009 0.34479506600000004 0.47709649410000005 0.48447651265000008 0.48351845755000006 0.48797940185000005 40.280372415600006 0.47943175355000006 0.48119816770000007 0.47976108500000009 0.34575312120000007 41.535369675400013 0.34614233110000009 41.147265497500008 41.872294782850005 0.47943175355000006 0.34542378970000004 42.434124620650003 42.456897412850005 43.426640904350009 0.47769527860000011 47.927946529500012 42.719328117250008 0.46989611090000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 8 -7 -8 -1 10 12 -11 13 -3 15 19 -16 -18 -19 -14 -21 22 -22 -24 -25 28 27 29 -26 -27
right_child=1 9 3 -5 -6 6 7 -9 -10 11 -12 -13 14 -15 16 -17 17 18 -20 20 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00046918928174801154 0.0075393743444835404 0.00069089242479123834 -0.0092840973732452297 0.0052525560222823698 0.0024195732059290485 -0.00087739479188015876 -0.004242085299456624 -0.017212683045753376 0.0078168844292243623 0.0082081343358922278 -0.012015939297284846 0.00012139800793391507 -0.0055722309015739067 -0.012305186877301399 -0.0070916414807389852 0.0084782633619428938 0.0043543480678118075 -0.010004699533932352 0.0016847462976353226 0.0032615145944551852 -0.10102022985118342 -0.0025233886277183175 -0.05485915402835622 0.10037921972157704 0.011299799480158803 0.010416304442000555 0.070453413616116095 0.10003284743334724 -0.10022414821944324 -0.1000470982658378
leaf_weight=4.5204839143770013 1.8483843889371194 0.54749497028447469 0.58682165330264957 0.5424156620820213 2.9800581107847384 2.2514497016964019 0.58696626487926529 0.73967094160138913 0.62660055690503202 0.81634308115752929 0.65119881495775267 24.218288568732486 1.0706817856021467 0.6583309917220368 1.7498002811335025 1.753001451216164 1.5671948758503842 0.68944543564793992 1.0954819906619375 2.2169272400599316 0.026517466956761271 0.50486385758267716 0.011020481497737933 0.011381093412637711 0.0035762561515682023 0.0024357434096344823 0.0080440847668796778 0.0018546392093412578 0.0062438621488016821 0.0034978891195009965
leaf_count=623 29 56 39 8 46 29 14 30 18 64 27 2578 20 23 22 48 9 59 9 49 35 13 21 1 20 63 10 2 41 28
internal_value=2.63364e-06 0.000181006 0.00380727 -0.00230159 -0.000615923 -0.00165269 -0.00480623 -0.0114739 0.000539548 -0.000106062 -0.00108356 0.000385095 -0.000486704 -0.00640443 0.000178821 0.00223383 -0.00208489 0.000528628 -0.00283041 -0.00059688 0.0013081 -0.00616569 -0.0308248 0.00791093 0.0265901 -0.00614751 0.0270128 -0.0178547 -0.0596097 -0.0547021
internal_weight=52.2965 40.5912 2.97762 1.12924 11.7052 8.72517 3.57809 1.32664 5.14708 37.6136 12.579 25.0346 11.9278 1.20583 10.722 5.62005 5.10192 3.35212 1.78493 3.86704 2.79636 0.579435 0.0745715 0.048054 0.0370336 0.0256525 0.0158324 0.00778827 0.00982012 0.00593363
internal_count=4034 3274 76 47 760 714 73 44 641 3198 556 2642 529 79 450 351 99 77 68 303 283 234 221 186 165 164 103 93 61 91
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 1 2 2 1 2 0 0 0 2 0 0 0 0 0 2 0 1 2 0 2 2 2 0
split_gain=0.000593251 0.00355745 0.00186558 0.0055649 0.00528523 0.00526024 0.0159488 0.067569 0.0211803 0.0100551 0.00586041 0.00504844 0.0420721 0.0422155 0.0201924 0.00306932 0.002754 0.00383116 0.00253341 0.0105782 0.00568363 0.00554861 0.0089218 0.00547179 0.0035659 0.00338462 0.0135419 0.0152002 0.0129378 0.0117164
threshold=41.218101594450012 41.092444989200011 0.34569324270000007 0.34554354660000003 41.319407281650008 41.741384785950011 0.48244064550000004 0.34584293880000011 42.686561923500008 42.957059535450007 0.34623214870000002 41.385032804600009 0.48119816770000007 0.49094338495000006 0.50465554925000011 41.872294782850005 0.54499865270000014 0.56065686655000013 0.48244064550000004 0.4815274992000001 0.48028502140000007 41.481306584950012 0.47883296910000012 0.34494476210000008 41.674196414850009 0.39718870690000002 41.872294782850005 42.434124620650003 42.719328117250008 0.45994131915000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 -4 11 7 -7 -9 -10 -11 -6 -13 -14 -15 -8 -16 -18 19 20 21 -2 24 -20 -23 -26 -27 -28 -29 -30
right_child=2 -3 4 -5 5 6 15 8 9 10 -12 12 13 14 16 -17 17 -19 23 -21 -22 22 -24 -25 25 26 27 28 29 -31
leaf_value=0.00013856019669208298 -0.0035324066287965267 0.0072326928325315738 0.0087231376891067289 -0.0096129348616821458 -0.00076254182345021561 0.085923101469192395 -0.0067162008382066389 -0.043102508253254575 0.086197837098577479 -0.1001164798033549 0.024384473332167877 0.0027359455618671679 -0.085574141683612714 0.10015914421014005 -0.0020274731327988133 0.0006271094878369343 -0.10057876931199439 0.0045549553276431759 -0.0088176411826407803 0.011874724211757084 -0.0077563350708540774 0.0075214973190814056 0.012560559598099147 0.0023876927696891109 0.00060757384803729342 -0.00023537242057158491 -0.10102182264674514 0.021771548393770962 -0.011730303775392855 -0.10031116456787439
leaf_weight=26.118553374392413 2.8184379261608061 0.72653387840097039 0.73201337293934443 0.74707068207178018 1.0666639650372332 0.1069277811733077 0.60283233233806477 0.10320388681171977 0.022773656967274292 0.0054911264274721807 0.01213845900630095 0.51755629391846025 0.1245956055354327 0.019943076127674431 0.019646714037419244 10.199862206969378 0.0088548221538076177 0.0056956607222387054 1.0442716516554362 0.69045080244541246 1.0849187024869023 0.5822328358637775 0.69230448578127823 0.74790712934918691 2.7946513016359611 0.54700070108810894 0.028102104113031601 0.045892089071458031 0.036092873350980881 0.025468239911944579
leaf_count=1786 34 46 43 47 24 25 35 32 9 17 95 25 7 7 24 1196 11 40 18 13 25 18 26 38 153 17 48 23 65 87
internal_value=2.66724e-06 0.000330555 -0.000343426 -0.00125786 0.000458739 -1.32927e-05 0.000795802 0.0257389 -0.0190733 0.0423055 -0.0143941 -0.00508609 -0.0117094 -0.0535381 0.020188 0.000217324 -0.0264494 -0.0594251 -0.00069744 -3.69865e-05 -0.00098723 -1.71171e-05 0.00206793 -0.00414146 0.000278501 -0.000934286 -0.00724726 -0.035542 -0.0184172 -0.0483768
internal_weight=52.2781 26.8451 25.433 11.8848 13.5482 12.8162 11.0532 0.250535 0.143607 0.0404032 0.0176296 1.76296 0.696292 0.178736 0.0541403 10.8027 0.0341972 0.0145505 11.1377 9.34555 8.6551 7.57018 4.75174 1.79218 4.05944 3.47721 0.682556 0.135555 0.107453 0.0615611
internal_count=4034 1832 2202 612 1590 1547 1409 178 153 121 112 138 114 89 82 1231 75 51 565 509 496 471 437 56 411 393 240 223 175 152
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 2 0 0 1 1 1 0 2 2 2 2 1 1 1 2 2 0 2 0 2 2 1 1 1
split_gain=0.000553928 0.00228927 0.0118899 0.0043051 0.00423818 0.00360251 0.00218976 0.00831875 0.0157551 0.0047175 0.0113281 0.00305325 0.00616097 0.00119407 0.00106663 0.00341878 0.0024726 0.00211465 0.0130602 0.00562521 0.0241627 0.002968 0.00296099 0.00980429 0.034244 0.0140346 0.0213204 0.0110509 0.00706192 0.00455109
threshold=38.064633603500006 0.50086823750000009 0.36945001650000003 0.51675099550000014 0.36491422415000008 0.52366695610000014 37.627645350900004 0.49880243110000005 0.47396784530000008 0.33992994225000006 0.33204095685000007 0.32058920395000007 0.42018203045000008 34.466665687600006 40.633548727200008 40.583589072600013 40.720231579350006 0.34479506600000004 0.34452561300000012 0.34515433670000012 42.233786329550007 41.535369675400013 0.4778150355000001 41.436838994450007 0.47769527860000011 41.741384785950011 41.872294782850005 0.34542378970000004 0.34545372890000009 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -5 7 8 9 10 11 12 -1 -11 15 -2 -16 18 21 20 -19 -18 23 -21 25 -25 -27 -28 -29 -30
right_child=14 2 3 5 -6 -7 -8 -9 -10 13 -12 -13 -14 -15 16 -17 17 19 -20 22 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.10012592591963072 0.00047950347664604814 -0.026501046397941486 0.018479462149385437 -0.016581794132196639 0.018396614472935533 -0.00085393420585994128 -0.0040482857324740142 0.00045745503882743107 0.081754101467169438 -0.015645382621737036 0.093074183022257381 -0.1002022528249041 0.10004434441527771 -0.10063273611884352 -0.0065197146064413132 0.0083295513878702265 -0.0050878580132742279 -0.01320234627679687 0.014711818233155698 0.0017192028638253821 0.009917073550941841 0.0012551262405963916 -0.00029557779525726281 -0.10101058351591695 0.1010524907498342 0.093747768263632125 -0.10043647249070797 0.06563091392174536 -0.10050036121088075 0.00037649245905572781
leaf_weight=0.003133864098305874 15.928228789314531 0.19381013233140754 0.10988515323897408 0.15374687147505062 0.1481439540218793 2.7602377500840576 0.5622949020755641 0.53435994766186923 0.036847645044872479 0.0022390288772736501 0.0092783818217867797 0.0064986356101977838 0.0030187787488102913 0.0063182578260825295 0.61486973957551683 0.57480751873129143 0.98913257056927806 1.3585818780793517 0.67489775290096066 1.1250076553802184 0.67748240563798834 2.9020329517809351 22.743282140304984 0.013395096400472539 0.045083828590577468 0.021404476540283213 0.014165536405585044 0.012189077127914061 0.0063791616289545763 0.014961635456978928
leaf_count=47 728 14 30 33 27 463 24 7 35 39 10 47 3 38 81 14 36 39 39 15 36 273 1733 7 7 6 47 3 35 118
internal_value=2.37934e-06 -0.00105442 -0.00249 -0.000951047 0.00246597 -0.00168376 0.000438439 0.00463137 0.0377551 -0.0154238 0.00914882 -0.0524016 -0.00191289 -0.0783956 0.000102705 0.000752924 -0.000241083 -0.000114913 0.00187006 -0.000463083 -0.00550956 -0.000357258 -3.48858e-05 0.00469851 0.0309705 -0.00732961 0.0108306 -0.0263806 0.00490623 -0.0297775
internal_weight=52.2457 4.52981 3.21768 3.02387 1.31213 2.91398 1.16399 0.601695 0.0673346 0.0304869 0.0219297 0.0126513 0.00615264 0.00855729 47.7159 16.503 31.2129 30.598 4.56606 26.0319 2.03606 3.89117 23.9959 1.25259 0.127579 0.082495 0.0690999 0.0476954 0.0335299 0.0213408
internal_count=4034 817 540 526 277 496 250 226 219 184 107 97 50 77 3217 742 2475 2394 348 2046 75 309 1971 238 223 216 209 203 156 153
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 0 0 1 2 1 2 2 1 0 2 2 2 2 2 2 1 2 0 2 0 2 1 2 2
split_gain=0.000517633 0.00185565 0.00147145 0.00127841 0.031062 0.0125138 0.0420109 0.00302698 0.0140966 0.0108655 0.00655939 0.0174539 0.00187251 0.00122012 0.00720535 0.00102731 0.000785537 0.0017813 0.00214219 0.00202319 0.00144265 0.00676891 0.0038949 0.00736319 0.0027091 0.0033277 0.00272394 0.00583924 0.0020414 0.00191994
threshold=49.283271594150008 48.96897326980001 0.39672464895000009 43.752965619700007 0.34527409360000011 0.34524415440000006 0.43563066975000003 0.50922128080000018 0.34674111555000003 43.89540535710001 0.4025178887000001 47.709122305950011 43.525909308350002 0.35862698720000002 0.50410167360000013 47.290725783500008 43.272784938550004 43.047778594550003 42.824128352900011 42.686561923500008 42.456897412850005 0.35374689380000007 42.310579034350006 0.49649711085000009 42.066503896600004 0.48306936920000004 41.919251152600005 0.34623214870000002 42.558389508100007 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 6 -5 8 -6 -10 11 -9 16 -11 15 -15 17 18 19 20 22 -22 24 -24 26 -26 29 -28 -23 -4
right_child=-2 -3 3 4 7 -7 -8 10 9 13 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 28 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0038390349079223864 -0.0024015826310112092 0.0044629186986498591 7.9101280168073529e-05 0.09528940748688651 -0.071817322543054896 0.10046805066839784 -0.10037999596249055 -0.1007937219474079 -0.054434738474495349 0.10013333254199047 -0.00021920467869407484 0.0024826124306483888 -0.0057720191909643526 -0.1000480923368246 0.098646876705554873 0.019742414446787124 0.0027067753949544873 -0.0028651404077012547 0.0054958773677898434 -0.0053876010550729424 0.011306609565610255 0.0039739805095493274 -0.013590433584409412 0.00020206980082171879 -0.00093973796505149179 0.0094808865562723433 -0.011283612632866881 0.0021331432666051755 -0.0033387324410727656 0.0059511905547730802
leaf_weight=0.9981490380470025 0.88027607647482042 0.9330636694873381 35.92902186831467 0.03066348145421427 0.011895038245256596 0.041244169697165489 0.017087422014014919 0.024183984215036314 0.0075018488893050508 0.015125599660677835 1.0088824466289428 0.050608005360118113 0.5636294124931841 0.0024935382362581077 0.011266380586582248 0.0010042272306236555 1.0684426152985 2.1234748176117852 0.72365798687424998 0.68352456153595298 0.63645378112141715 0.58486096081190186 0.6042302982700275 1.0769223042800424 0.55969494169143874 0.67727442341851685 0.64083077734147653 0.65691039441679777 1.0991947978729966 0.56556995143506483
leaf_count=188 255 33 2132 36 33 3 27 120 4 10 258 18 50 87 6 3 60 114 95 54 102 37 33 41 32 61 29 65 34 14
internal_value=2.83765e-06 4.40583e-05 -3.77264e-05 3.90564e-05 0.00323332 0.0601201 0.0252701 -0.00123518 0.023002 0.053166 -0.00233752 -0.0309118 -4.19345e-05 0.080172 0.0597221 -0.0656556 2.58724e-05 -3.56459e-05 9.95614e-05 1.02297e-05 9.59715e-05 0.00252119 -4.22668e-05 -0.00475515 0.000160737 0.00476584 1.00085e-05 -0.00449211 -0.000799078 0.000170103
internal_weight=52.2271 51.3469 50.4138 49.4157 1.22196 0.0889951 0.0477509 1.13296 0.0492866 0.0373916 1.08367 0.074792 48.1937 0.0298897 0.0147641 0.00349777 47.6301 46.5616 44.4381 43.7145 43.031 2.32051 40.7105 1.68115 39.0293 1.23697 37.7923 1.29774 1.68406 36.4946
internal_count=4034 3779 3746 3558 605 66 63 539 143 110 396 138 2953 106 96 90 2903 2843 2729 2634 2580 173 2407 74 2333 93 2240 94 71 2146
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 2 0 1 0 2 2 2 0 0 2 2 2 2 2 1 1 2 1 2 0 2 2 1 1
split_gain=0.000542644 0.00140712 0.0126404 0.0190191 0.0056667 0.00232217 0.00107463 0.00102554 0.00194869 0.00392048 0.00385819 0.024447 0.00501279 0.00363538 0.00330371 0.00243589 0.00362855 0.0185389 0.0104676 0.00223027 0.00182143 0.00480139 0.000961193 0.0100923 0.0210203 0.0161644 0.0496483 0.0495722 0.0103112 0.00567524
threshold=0.56859076075000015 0.44922307715000004 40.94178426300001 40.80591513400001 0.43837010870000009 0.43837010870000009 39.458743938000005 0.5398790455000001 0.41911918805000009 0.54228915300000013 41.035283712600005 42.141702038450013 42.865207177650007 0.54136103710000005 0.54562737640000014 39.952536079750011 37.627645350900004 38.748048509250005 39.110279783550006 40.523311941050004 0.41615520495000008 0.41804137600000008 39.110279783550006 0.39072183470000005 38.748048509250005 0.53544804050000006 38.334060527150008 37.784765830350004 0.39736834230000012 0.37473428940000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -4 -3 20 9 -9 13 -12 -13 -10 -15 16 -16 -18 -19 -11 22 -22 23 24 29 26 27 28 -25 -1
right_child=1 6 5 -5 -6 -7 -8 8 10 19 11 12 -14 14 15 -17 17 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013257845704896017 0.00084994822881287631 0.0058251951030469998 -0.0333969941124121 0.10017562867788932 -0.10112628924277736 -0.10043231786999413 0.00065682400524038178 -0.010498909880003775 0.0062051256446996961 0.00013781438775651257 0.048424798345407957 -0.020962530174423719 0.002916443225970742 -0.009015973044449609 -0.0019506716719551915 0.0020663308088054023 0.032357781920811138 -0.090885530200706388 -0.017894606774258439 -0.0069236373887731689 0.0076627560602214751 -0.001893977899267808 0.0001339529513700633 -0.1007951877502184 0.035592993034859181 -0.0033734776926182628 -0.10727333162174882 0.060497686594875859 -0.011922115679865616 -0.0084743081449611488
leaf_weight=2.5215564969480151 0.013748466576830487 0.54229155509005256 0.0084181714596809343 0.017015172255923972 0.0090270747818621544 0.013382571127858789 1.5584012856129823 0.57185503478194943 0.53359285090118724 2.0914011361230682 0.11863989324774582 0.10492360714488314 0.54221969237958945 0.6493208622131309 0.5090364515814273 1.1461174697797103 0.042381216198918992 0.034595913653902244 0.045471274837581177 0.56894347850995064 1.0746739412221133 1.0291578240789736 36.809291195421089 0.035465797018796041 0.16511330851517403 0.53273011883720756 0.066030679764097489 0.064378071497136702 0.020659272586506461 0.77177555399248365
leaf_count=335 19 322 21 13 34 58 570 20 5 44 43 31 96 36 51 40 36 11 36 79 9 108 1817 29 36 11 20 21 24 59
internal_value=3.2106e-06 0.00155423 -0.0133439 0.0201885 -0.0395683 -0.0745472 0.00199103 -6.37981e-05 -0.00119025 -0.00298706 0.000368315 0.00669511 -0.000955138 -0.00126821 -0.00291132 -0.000681424 -0.00566848 -0.021124 -0.049433 -0.00137235 0.000118106 0.00298777 -2.91916e-05 -0.00146664 0.000774815 -0.0122442 -0.0375787 0.000611108 -0.0680816 -0.000970817
internal_weight=52.2116 2.16228 0.0615915 0.0397907 0.0227755 0.0218007 2.10069 50.0493 6.9585 3.2322 3.7263 0.765783 0.647143 2.96052 2.42692 1.7776 0.631485 0.122448 0.0800672 2.66034 43.0908 2.10383 40.987 4.17771 3.45845 0.719264 0.186534 0.120503 0.0561251 3.29333
internal_count=4034 1037 145 66 53 79 892 2997 528 143 385 170 127 215 210 174 134 83 47 123 2469 117 2352 535 430 105 94 74 53 394
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 1 2 2 2 0 0 1 1 2 0 2 0 1 0 1 1 0 1 2 2 2 2 2 2
split_gain=0.000463474 0.00316223 0.00167335 0.00559434 0.00780937 0.00729785 0.00518899 0.00501603 0.00978151 0.00666066 0.0326383 0.0574994 0.024634 0.00507924 0.00465716 0.00553707 0.00464997 0.00449994 0.00373016 0.00827698 0.00346757 0.00291081 0.0130118 0.0109485 0.00554319 0.00297074 0.00923772 0.0142025 0.0118643 0.00829522
threshold=41.218101594450012 41.092444989200011 0.34575312120000007 0.48244064550000004 0.4871261339500001 43.218894539100006 0.34587287805000005 41.319407281650008 41.872294782850005 41.481306584950012 0.48306936920000004 0.49336846205000007 0.36491422415000008 0.3459626957000001 41.257403903850005 0.4815274992000001 41.741384785950011 0.48028502140000007 0.43401395170000007 0.55974372025000008 0.43724738780000011 0.34485494450000004 0.47754558250000007 0.34494476210000008 41.872294782850005 48.86568841230001 48.457543166250012 41.571132012400007 48.226196960950006 41.770271989050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 -5 16 -8 9 -9 -11 -12 -13 -10 -2 17 -4 21 -14 -20 -21 22 25 -23 -25 26 27 -16 29 -29
right_child=2 -3 6 4 -6 -7 7 8 13 10 11 12 18 -15 15 -17 -18 -19 19 20 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00011128242340288874 -0.0089045444880814315 0.0068152081095316092 0.00054755622331889738 -0.017392043440582407 0.0028785283155633007 -0.0019658833780856482 0.007898483215425486 -0.0024851040530356489 0.0098995894424497282 -0.003849799626052205 -0.10588816079618822 0.10050126959121444 -0.061453931678814723 2.9879775738044455e-05 0.09742811580312441 0.008673338005317539 0.013139873549540155 -0.0061288740596487116 0.10011738364162646 -0.10022272517046181 0.01311411352182619 0.014852803142764943 -0.016080086273795847 0.0019659797213455554 -0.0085747605567928608 -0.0013822554565667416 0.0020839843437358485 -0.10050904219200496 0.10021413209730234 0.00837090628886159
leaf_weight=26.081433618295979 0.58287774981112406 0.72312232173084012 0.58913175528868922 0.71202418737812034 0.63367582182399917 0.53869832120835781 0.72896259842341393 1.0691150097654567 0.552757247593889 0.55969392765587156 0.091638182355382014 0.023341933207120746 0.019247560627308147 9.1982580186730747 0.026033049989280244 0.72977802227251309 0.58389417034854851 1.1829076647409236 0.0057603862369433037 0.0058756436628755182 0.0049938780814391404 0.59389337082927784 0.52871054063825784 2.9505903249387306 0.60042859775497603 1.8735108511209544 0.91309759952127934 0.0079380550805296934 0.012895209714770317 0.059044589245624612
leaf_count=1786 15 46 7 50 16 5 43 39 13 29 4 3 35 1274 8 15 73 33 3 6 49 14 9 39 136 39 11 11 2 221
internal_value=2.15151e-06 0.000292138 -0.000304127 -0.00116517 -0.00616564 -0.0107478 0.000461629 -0.000146331 -0.00065492 -0.00747251 -0.0149767 -0.0562584 0.0205404 0.000589365 -0.000228664 0.000304839 0.0068156 -0.000393197 -0.0314823 0.003207 -0.0481514 0.000503532 -0.00165539 0.00228551 0.000183685 0.000981239 0.00532667 0.0332831 0.0123776 -0.00453236
internal_weight=52.1833 26.8046 25.3788 11.9461 1.8844 1.25072 13.4327 12.2596 11.5307 1.77967 0.710552 0.150858 0.0592194 9.75102 10.0617 9.47883 1.17303 8.74905 0.0358775 0.0166299 0.0108695 7.56614 3.42123 4.14491 3.55102 2.89252 1.01901 0.105911 0.0798779 0.0669826
internal_count=4034 1832 2202 624 71 55 1578 1498 1455 168 129 100 96 1287 553 538 80 523 93 58 55 490 301 189 175 292 253 242 234 232
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 0 2 2 1 0 2 1 1 2 0 2 0 0 2 0 2 2 1 1 0 0 1 1 1
split_gain=0.000434158 0.00122479 0.0110839 0.0170663 0.00531083 0.00239773 0.000907468 0.00198387 0.0121187 0.0313927 0.0261763 0.00273475 0.00127522 0.00112115 0.00169927 0.000983574 0.000873913 0.000866035 0.00109357 0.000730998 0.00289401 0.000961714 0.00273907 0.00742125 0.0143847 0.0338976 0.0160004 0.00881476 0.00475247 0.00240775
threshold=0.56859076075000015 0.44922307715000004 40.94178426300001 40.80591513400001 0.43837010870000009 0.43837010870000009 0.54646567465000018 38.748048509250005 40.844669808050007 0.46280051495000007 0.55832160710000012 37.52517992975001 0.45206730335000006 0.42922367590000005 42.310579034350006 0.54562737640000014 39.458743938000005 0.5696985120000001 0.57402472980000019 35.419594101850009 0.50465554925000011 38.064633603500006 37.627645350900004 0.36533337325000009 0.36491422415000008 0.49880243110000005 0.47396784530000008 0.39019789825000006 0.33992994225000006 0.39072183470000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 15 11 9 10 -9 -8 -12 -10 -15 19 -3 -18 -19 20 -1 22 23 24 25 26 28 -25 -21 -29
right_child=1 16 5 -5 -6 -7 7 8 13 -11 12 -13 -14 14 -16 -17 17 18 -20 21 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=0.00053239330113646704 0.00075383753362545192 0.0052529780010314268 -0.030703201273357607 0.1001588796588407 -0.10101841652272935 -0.10039447739372263 -0.003669974960114222 -0.0027386398209531078 -0.0046706266458737379 0.04945642777164308 -0.075703900885177366 0.0065028905796942153 -0.10131361744497053 0.0045311498754625366 -0.003229214242516776 0.0042414907865279761 0.0039194726486540257 -0.0043616785683073984 0.0021290954420020414 0.012041580101368018 0.01836512150505509 5.3571755060544659e-05 -0.0073977751606954288 -0.019340232496285678 0.045887054096421902 -0.065349086010071875 0.097453322172871712 0.0062503472574636388 -0.10059728488813376 -0.0029200684915366014
leaf_weight=0.62201809295169042 0.013748222460379433 0.54019803786966458 0.0083107452348514244 0.015396697592223063 0.0081772139515017273 0.012160267176060557 0.50041059732367121 0.063421369880984346 0.57787415952419952 0.040440186094201636 0.03679226606618613 0.55997310412010393 0.041234995303085498 0.5783375049686581 0.55097204152518486 0.55294068178454736 0.51930124752470841 0.51374884829349554 0.52464621292878566 0.011829000097164921 0.10660107638796035 43.501805829654522 0.6749387628486011 0.25037685525603581 0.096556166186928749 0.050573869608342648 0.029535993278841488 0.53741404111497082 0.0054815908642886759 0.61275022555881975
leaf_count=147 19 322 21 13 34 58 58 39 86 11 16 43 24 32 86 15 11 10 549 37 33 2137 56 34 6 6 19 6 35 71
internal_value=2.00194e-06 0.00139152 -0.0129697 0.0194638 -0.0372027 -0.0721015 -5.79028e-05 -0.00175944 -0.00370253 -0.0282406 -0.0504542 0.00170217 -0.0892378 -0.00108817 0.000744993 4.87565e-05 0.00178715 0.000585224 -0.00108223 -1.10028e-06 0.00314142 -5.11252e-05 -0.002058 0.000202265 0.0185337 -0.00857693 0.0527122 -0.00233666 -0.0236268 0.00136481
internal_weight=52.158 2.15569 0.0577931 0.0373221 0.0219254 0.020471 50.0023 2.94946 1.88907 0.181889 0.141449 1.06038 0.0780273 1.70718 1.12931 47.0528 2.09789 1.5577 1.0384 46.4999 0.728619 45.7713 2.26946 1.59452 0.193977 0.0974205 0.0468466 1.40054 0.0173106 1.15016
internal_count=4034 1037 145 66 53 79 2997 395 294 90 79 101 40 204 118 2602 892 570 559 2587 180 2407 270 214 103 97 91 111 72 77
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 0 0 2 0 1 0 0 2 2 0 1 1 2 2 2 2 2 0 1 2 2 1 2 2 2
split_gain=0.000416967 0.0129177 0.0039587 0.00569848 0.00326699 0.0025231 0.00267883 0.00148261 0.00109353 0.00046599 0.0017089 0.00528982 0.0164409 0.00835441 0.0155746 0.000496622 0.0079194 0.00458228 0.0238323 0.0346937 0.00511518 0.00290133 0.00191589 0.0031961 0.00232678 0.00627928 0.00420177 0.00401291 0.000637379 0.00487203
threshold=0.45280081435000008 40.636252116050009 41.571132012400007 41.605323437500005 39.051326806600009 0.58415915690000009 0.58650938595000024 42.522337019050006 0.57152480465000022 0.44922307715000004 0.55769288345000012 0.56719858685000013 41.066313126200008 42.310579034350006 0.56643513670000012 0.42039160505000012 0.42114008565000011 41.092444989200011 42.141702038450013 43.077238082650005 39.256147742250008 43.308802343500005 0.5398790455000001 0.41714319930000004 37.784765830350004 40.340071172300007 0.41911918805000009 40.523311941050004 39.110279783550006 39.420767558750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 -4 -2 -5 -7 -8 9 10 15 12 -12 -14 -15 22 -17 20 -19 -20 -18 -21 23 28 -24 -26 27 -27 -1 -30
right_child=1 2 3 5 -6 6 7 -9 -10 -11 11 -13 13 14 -16 16 17 18 19 21 -22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0010984112997873138 -0.0056910262908011029 -0.1010805013406855 0.10007636727784702 -0.10020993187821843 0.0053788109938777339 0.07977648027337278 -0.10011729150076723 0.017861881169449739 0.0044493939445929128 0.0016432325293371651 -0.10119422736730471 -0.001258465752488245 0.028482355394445644 -0.10050080146163948 0.026388240360365717 0.027004682073902941 0.004563149623836138 0.064895082385020481 -0.078948407778663784 0.10026536983731991 -0.0089691423859655367 0.013566020717164931 0.0017747414688675486 0.0055269882654277874 -0.0095444817200608378 0.0031257945962856223 0.0073933434044645297 -0.0089904729604777522 0.0086195839532953508 -1.221327558006519e-05
leaf_weight=4.6610484167647348 0.52383104429500538 0.015449886066285334 0.0027763172773536118 0.0067864791968326732 0.54292340965361907 0.0021033166540291859 0.0028862327179899339 0.0016881848452356962 0.55706249759286564 1.6577581666060712 0.022680567631453097 0.53144104813344484 0.038688811429892667 0.019400476930485411 0.01929256264702417 0.11493372521362877 0.54141030615359109 0.056937729744001658 0.040532605073089201 0.015958520583808419 0.57704746474151847 0.0050911927346208056 1.0640382677540281 1.0746631099344686 1.1092253029210044 0.51061235368251778 0.54279642610345025 0.58828341632585079 0.66578140049421008 36.62244249519356
leaf_count=537 318 77 6 116 104 4 93 255 159 25 40 34 15 35 7 14 48 21 15 2 38 88 33 18 34 2 9 68 29 1790
internal_value=1.53529e-06 -0.00192616 -0.0648437 -0.030371 -5.70458e-05 -0.0572692 -0.0136292 -0.0565772 4.3024e-05 -5.60162e-06 -6.15877e-05 -0.00522984 -0.0263222 -0.00437723 -0.0372332 6.13829e-06 0.0018957 -0.000437305 0.0182598 -0.0248583 -0.00241858 0.0792958 -4.84e-05 0.000142046 -0.00219619 -0.00373213 0.000195045 -0.00336053 4.09376e-06 0.000141908
internal_weight=52.1356 1.09844 0.0316904 0.0162405 1.06675 0.0134642 0.00667773 0.00457442 51.0371 50.4801 48.8223 0.631503 0.100062 0.0773819 0.038693 48.1908 1.35191 1.23698 0.11852 0.0615823 1.11846 0.0210497 46.8389 43.0239 3.81496 2.75092 1.64169 1.0989 41.9493 37.2882
internal_count=4034 973 551 474 422 468 352 348 3061 2902 2877 131 97 57 42 2746 226 212 126 105 86 90 2520 2374 146 113 79 70 2356 1819
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 0 0 0 0 0 2 2 0 1 1 2 0 1 1 0 0 2 0 2 1 1 1 1 1
split_gain=0.000401839 0.00275183 0.00632609 0.00369354 0.0207976 0.00261859 0.00200511 0.00365749 0.00133334 0.00392134 0.00128504 0.00533322 0.0058952 0.00452811 0.00442406 0.00625601 0.00742545 0.0239737 0.00353355 0.00635478 0.00332476 0.0022374 0.00204192 0.0269712 0.00425542 0.0200785 0.0937482 0.0393749 0.023721 0.0156025
threshold=0.34515433670000012 0.4815274992000001 0.47976108500000009 0.47943175355000006 0.4778150355000001 0.34518427590000006 0.47754558250000007 0.47709649410000005 0.47709649410000005 0.47808448850000007 0.48119816770000007 40.280372415600006 42.198888176300009 0.4815274992000001 0.3453339720000001 0.34575312120000007 40.563919884450009 0.4871261339500001 0.3453938505000001 0.34566330350000002 0.48271009850000007 0.47997065955000012 42.006870117350005 0.48597347385000006 41.243661560350013 0.34623214870000002 0.34739977845000009 0.4019490434500001 0.42039160505000012 0.42953803780000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 7 -1 -7 -10 11 -11 18 -12 -15 16 -16 -18 -13 -20 -17 -14 24 -24 -22 -26 -27 -28 -29 -30
right_child=5 -3 -4 -5 -6 8 -8 -9 9 10 13 12 21 14 15 20 17 -19 19 -21 22 -23 23 -25 25 26 27 28 29 -31
leaf_value=-0.0004501461448252596 0.0047648709605195416 0.0021133292803198595 -0.01067328513707062 0.0047834506721802826 -0.029543810243471753 0.0048686581728995364 -0.0035569828621218481 0.0077171986838776426 -0.0072852210633553398 -0.007017039008487787 -0.007938863182828125 0.008096202593666172 -0.0078779722672274143 0.0082010038167693589 3.1476609017141562e-05 0.0076131244890435892 -0.021790849283533441 0.0059586730447447984 -0.0033274244730815668 0.0073370834958879473 0.00033507204941784271 2.663763646368927e-05 0.04539542782968195 0.00070079006537618555 0.00055828563155230313 -0.10695184637881434 0.0030991091191964713 -0.10221435696668331 0.090920935617334581 -0.045282718577295711
leaf_weight=4.5140019991433569 1.193491141355479 2.9704126090509808 0.67988219251856286 1.090380855152034 0.2543440767967694 0.55682255785721579 1.5545215942838693 0.62411408593652584 0.73682185997586103 0.66927358265343073 0.73384234303375961 1.6270870342850687 0.54513790555120056 0.6454707850352851 1.5394692714326113 0.606838465977101 0.74995521811069898 0.53231373825110495 1.1247820296557622 1.1103195590549146 14.999169226491128 1.0435671503078081 0.13736788305686864 7.8912501087354459 3.0626290147192772 0.1014628168195485 0.72213015588613416 0.061730004360697421 0.012236480259161908 0.026898187886416736
leaf_count=623 22 46 16 15 30 240 12 18 56 25 15 15 53 21 11 59 40 11 13 32 1322 25 8 1074 16 3 79 15 7 112
internal_value=1.14821e-06 -0.000515294 -0.001411 -0.000627502 -0.00147679 0.000150443 -0.000410145 0.000541921 1.00822e-05 -5.98604e-05 8.04504e-05 0.00140748 0.00244186 -0.000174764 8.50443e-06 -0.000165195 -0.00465026 -0.0102711 0.00455107 0.00197033 0.000292983 -0.0026857 0.00012855 0.00146551 -0.000436801 -0.00334054 -0.0162569 -0.00507561 -0.0636017 -0.00269507
internal_weight=52.1177 11.6877 8.71724 8.03736 6.94698 40.4301 6.69264 5.13812 39.2366 38.6798 37.9429 6.12017 5.45089 31.8228 31.0889 30.4435 2.82174 1.28227 3.86219 2.2351 27.6217 1.58871 27.0149 8.02862 18.9863 3.98709 0.924458 0.822995 0.100865 0.0391347
internal_count=4034 760 714 698 683 3274 653 641 3252 3012 2956 163 138 2793 2778 2757 62 51 60 45 2695 78 2636 1082 1554 232 216 213 134 119
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 0 2 1 1 2 2 2 1 2 2 2 0 0 0 2 1 1 1 2 2 1 1 0 0 0
split_gain=0.000548566 0.00249588 0.00792373 0.00247255 0.00157671 0.00527822 0.00453831 0.00791858 0.00591789 0.00570449 0.00824087 0.00958366 0.00422109 0.00443702 0.00842758 0.00520332 0.0262666 0.0497507 0.0215853 0.00383547 0.00375738 0.0106229 0.00375418 0.00261729 0.0305465 0.0314234 0.0136857 0.0444414 0.00909835 0.0536358
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 41.092444989200011 0.34575312120000007 0.48351845755000006 41.481306584950012 0.34566330350000002 0.34536391125000004 41.872294782850005 42.824128352900011 43.218894539100006 0.34587287805000005 41.319407281650008 41.872294782850005 41.481306584950012 0.48306936920000004 0.49336846205000007 0.49830843385000007 41.741384785950011 0.3459626957000001 0.34614233110000009 0.3453339720000001 42.094663496250007 42.360359531950003 0.39542229275000007 0.34988473400000003 0.54228915300000013 0.48898236580000004 0.48351845755000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 8 9 -8 22 -12 19 -14 15 -15 -17 -18 -19 -6 -16 -22 -11 26 25 -25 -23 -28 29 -26
right_child=4 2 3 -5 12 -7 7 -9 -10 10 11 -13 13 14 20 16 17 18 -20 -21 21 23 -24 24 28 -27 27 -29 -30 -31
leaf_value=4.6525042401562715e-05 -0.0039239844511021506 0.012302148963156113 -0.0056267802999085247 0.0033336849641512471 0.00047164617673734903 -0.0089921219800394078 0.0065712489677954445 0.011402976116620868 -0.0096336477586032865 -0.013507069735606954 0.013050567483401845 -0.00067727845874298307 0.0074736118254155317 -0.0026083970264610939 0.0085898639518043989 -0.0042375078342665852 -0.10491422642469378 0.10046323552222954 -0.029262907489571846 0.01193788973536534 -0.034695387854754053 -0.0017697507184689161 -0.002000932163681727 -0.10451025668317211 0.053699439706518193 0.0090211572423699871 0.063400770612531687 0.0015659353185892987 0.00070116789157941006 -0.088120882850167684
leaf_weight=24.841320824585456 3.0049825646658563 0.6969564260297848 0.6014314946784507 0.6310914418035054 0.58829931123182067 0.8044173290254556 1.2852874492128723 0.62885998949009536 0.62037737259126302 0.63532899059703118 0.58594125775108796 3.8498377057074897 0.72070788754683235 1.0679024475965913 0.54680755760645539 0.55854875877435006 0.078139475219359156 0.02053336426615715 0.034172724059012061 0.57868643994813951 0.08712253157318528 1.5653431010432535 0.51216020178981125 0.056595292787093743 0.046078895918886142 0.042828174796049723 0.14935058318310712 0.52413388424874086 6.6463001087155682 0.06330196603719429
leaf_count=1723 46 35 37 37 7 62 47 25 69 114 65 190 43 39 13 29 4 2 94 73 16 10 6 15 112 45 45 44 967 20
internal_value=8.4102e-08 0.000315625 0.00378019 -0.00103873 -0.000333774 -0.00116971 -0.000603982 0.000624991 -0.000280057 0.000564772 -0.00081794 0.00113609 0.000411684 -0.000137579 -0.000615108 -0.0069843 -0.0137432 -0.0537096 0.0194285 0.00615754 0.000536769 5.71409e-05 -0.00837152 0.00039008 -0.000579433 -0.0556049 0.00335865 0.0152783 0.000230378 -0.0283762
internal_weight=52.0728 26.7708 1.92948 1.23252 25.302 11.9272 11.1228 8.11779 7.48893 6.86856 5.58327 4.43578 13.3749 12.2079 11.4872 1.7593 0.691394 0.132846 0.0547061 1.16699 9.72786 9.18105 1.14749 9.09393 6.8551 0.0994235 2.23883 0.673484 6.75568 0.109381
internal_count=4034 1832 109 74 2202 624 562 516 491 422 375 255 1578 1498 1455 168 129 100 96 80 1287 1274 120 1258 1159 60 99 89 1099 132
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 2 1 0 1 2 0 1 0 0 1 2 1 0 2 2 2 1 1 1 2 1 1 0 2
split_gain=0.00044702 0.00205259 0.00136426 0.00492137 0.00131572 0.00193214 0.0168117 0.0402732 0.0112059 0.018884 0.014275 0.00568129 0.00447477 0.00248079 0.0268793 0.00869619 0.00711902 0.00575033 0.00853722 0.0237896 0.0283178 0.0230771 0.00935422 0.0132155 0.00592902 0.0324019 0.00243472 0.00436133 0.00255895 0.00391783
threshold=41.218101594450012 41.092444989200011 41.289992964000007 0.4784437592000001 41.32819714970001 0.34739977845000009 42.047301293400004 0.35807311160000005 0.5276039639500002 0.42039160505000012 41.942745071500006 0.54562737640000014 0.34656148020000005 0.49649711085000009 0.49830843385000007 0.34829795515000012 42.094663496250007 0.36945001650000003 0.52507409960000018 42.622319549950006 42.660927378600007 42.977735738100002 0.37473428940000003 0.38780276035000005 0.39814676205000005 47.709122305950011 0.34641178410000012 0.3459626957000001 0.48351845755000006 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 12 7 -7 -9 -10 11 -11 26 15 -15 -8 -16 -18 19 -19 -21 -22 -23 -24 25 -20 27 -6 29 -29
right_child=2 -3 4 -5 5 6 13 8 9 10 -12 -13 -14 14 16 -17 17 18 24 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00013909850268036217 0.0015097230267471099 0.0055669704393122811 0.0041532518740120808 -0.0091415262200602952 -0.00012095281825358201 0.094695614857033025 0.001979542480078967 0.029512083534584968 -0.10107077297823425 0.04164706727477032 0.07871639387244117 -0.062445446977103913 -0.0093109901364418091 0.060574589717021447 0.011035075973947149 -0.013824632863329581 -0.026725876595892786 0.091767867617936927 -0.10051331768285193 -0.10382360745227835 0.087927783884188135 -0.075940264686708545 0.058096377722525627 -0.10114045483334087 -0.00058363667939433995 0.023492744790860602 0.0059297278019926 -0.0086684578507638717 -0.011059760907461573 0.002764298300745031
leaf_weight=26.049655299623598 1.0310941767979818 0.71584231556619116 0.70549635613051265 0.74884550246804948 12.915547991066392 0.064567785884720008 1.0773312582168739 0.060625534112121571 0.024007534126610608 0.0070138695300556711 0.017708542036444896 0.020771286231555774 0.60018976325955087 0.075606578465315155 0.5703495272928184 0.5144089335225116 0.084098762818029971 0.03778690558465371 0.035498698439901832 0.02124924398958683 0.034349561860726019 0.018303016224990639 0.020010750323180559 0.0070474592731793904 4.2054480545261876 0.0518440178648234 0.56565950065851289 0.58802000826108158 0.55366859619971354 0.61139154578586385
leaf_count=1786 13 46 36 36 682 12 9 46 30 4 23 91 17 12 18 117 21 13 152 1 10 11 27 70 644 40 4 25 6 32
internal_value=-5.19781e-07 0.000284267 -0.000302185 -0.00297141 -9.9909e-05 -0.000231615 0.00115863 0.0301292 -0.00190804 -0.0293156 0.00855036 -0.0361691 -0.00084164 0.00032342 0.00138776 -0.00312795 0.000507908 -0.00082173 -0.000330139 0.0240839 -0.00124861 0.0260958 -0.0207262 0.0166223 -0.00111922 -0.026907 -0.00050797 -0.000756224 -0.00543649 -0.00284069
internal_weight=52.0334 26.7655 25.2679 1.77994 23.488 22.7825 6.94803 0.194695 0.130127 0.0695012 0.0454937 0.0277852 15.8345 6.75333 5.16159 1.59174 5.08599 4.51564 4.43154 0.138747 0.10096 0.0797108 0.0453612 0.0270582 4.29279 0.0873427 15.2343 14.6686 1.75308 1.19941
internal_count=4034 1832 2202 49 2153 2117 1351 206 194 148 118 95 766 1145 1019 126 1007 989 968 132 119 118 108 97 836 192 749 745 63 57
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 0 0 1 1 0 2 0 2 2 1 1 1 2 0 2 2 0 0 2 0 2 0 1 2 0
split_gain=0.000472239 0.00290177 0.00497128 0.0111431 0.0249777 0.00343274 0.0171007 0.00429005 0.0118852 0.0024743 0.00894018 0.0313492 0.0127061 0.0186546 0.0100505 0.00659136 0.00385915 0.0030946 0.00231214 0.00209828 0.0229439 0.00412632 0.00608385 0.00833621 0.0148349 0.00715679 0.0112265 0.00183685 0.00305769 0.00176824
threshold=0.34515433670000012 0.34494476210000008 0.48271009850000007 40.633548727200008 0.34509445825000007 0.48271009850000007 0.4815274992000001 0.34485494450000004 0.3447052483500001 0.4778150355000001 41.436838994450007 0.47769527860000011 41.741384785950011 41.872294782850005 0.34542378970000004 0.34545372890000009 0.34584293880000011 41.289992964000007 0.4784437592000001 40.467253020850002 38.179089776100007 0.39718870690000002 0.47736594710000008 48.96897326980001 0.45994131915000008 48.778770352700008 0.43780126340000008 0.34656148020000005 44.756878345700009 0.47865333370000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 7 8 18 10 17 12 -12 -14 -15 -16 -17 -2 19 20 -1 -21 23 24 25 26 -23 -18 -29 -11
right_child=9 2 -4 4 -6 -7 -8 -9 -10 29 11 -13 13 14 15 16 27 -19 -20 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010237009267476678 0.0069494597200592369 0.0031479113928417667 0.0033316394910104167 -0.046425543675670353 -0.0045139746337544895 -0.0039903333327908552 0.016305920359730549 0.0051498075001744983 -0.023424874876485296 -0.0024733425593903794 -0.10091491205971417 0.10095814650621159 0.092392663962051674 -0.10038421278134352 0.063472897970958744 -0.10043175615477794 0.035763137121813358 -0.0034286259174799182 -0.0048312354747509483 0.00050540825132936883 0.036065764489168442 -0.078916294656792618 -0.0044763129925852185 -0.10063165010750785 -0.059936957898878207 0.10011728399921337 0.064831573522736094 -0.1001809168202823 0.022033386024761958 0.00020257311234903399
leaf_weight=1.440704795411875 0.5811166040071758 0.53590473587771004 0.59532942390069354 0.19526906763564966 0.52316112262010961 1.6808114837622259 0.66777045745402563 1.1753977237702882 0.23647768551347947 2.649046788443683 0.012146373382847853 0.041308611180284061 0.019468133495593065 0.012638048412355829 0.012026817757941899 0.0056131345153369585 0.0066887410822005231 0.56831569257155934 1.0536797343897886 2.791618891392432 0.1886257445974876 0.010010424744748891 0.50147724363341695 0.01511586186097702 0.039574597209949047 0.010319596389308572 0.011881679166322101 0.0038263377483505057 0.0044026113228028407 36.41844426143733
leaf_count=159 65 10 9 30 60 25 11 41 37 50 7 7 6 47 3 35 20 4 15 171 42 66 6 9 38 3 28 40 58 2932
internal_value=1.00281e-07 -0.000560035 -0.00419352 -0.00776509 -0.0159055 0.000124116 0.000973423 -0.000396309 -0.00143114 0.000162206 0.00451041 0.0307087 -0.00707158 0.0105558 -0.0246955 0.00468488 -0.0297527 0.00181821 -0.000573309 0.000322318 0.0032701 -0.00109866 -0.00870933 -0.0331364 -0.0189241 0.0314635 -0.000898848 -0.00315808 -0.0347944 2.11275e-05
internal_weight=52.0082 11.6731 1.84966 1.25433 0.71843 9.82347 8.14265 7.47488 6.29949 40.335 1.26755 0.118119 0.0768102 0.0646638 0.0451957 0.0325576 0.0205308 1.14943 6.06301 5.00933 1.62933 3.38 0.588379 0.0869022 0.0717863 0.0322117 0.0218921 0.0149177 0.00822895 39.0675
internal_count=4034 760 109 100 90 651 626 615 574 3274 292 223 216 209 203 156 153 69 537 522 201 321 150 144 135 97 94 118 98 2982
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 2 0 0 1 0 0 0 0 0 2 2 1 1 2 2 0 2 2 2 2 2 1 0 2
split_gain=0.000438614 0.00129949 0.00144563 0.000991154 0.00615912 0.0038097 0.00232661 0.00722077 0.028615 0.00922769 0.0316683 0.0197084 0.00580971 0.00557328 0.00621555 0.000624897 0.000550219 0.0060813 0.0227244 0.00199986 0.00142586 0.00378915 0.00188044 0.00148999 0.00238789 0.00343968 0.00416194 0.0299439 0.00121178 0.00111307
threshold=35.171584490050009 0.38906020780000011 0.36575252235000005 36.242939472700009 0.38780276035000005 0.50086823750000009 37.198331469900005 0.52092751715000019 0.5296248615500001 0.36533337325000009 0.50278434775000014 0.5017514446000001 0.49880243110000005 0.49336846205000007 0.47515044460000005 36.728658719300007 37.828051409500013 0.39712882845000003 0.37668033890000002 38.064633603500006 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.110279783550006 39.420767558750008 39.577821550850011 0.39045238170000002 0.54942965780000008 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 9 -9 10 11 12 13 14 -5 -10 17 18 -8 -18 21 -21 -22 -24 -25 -26 27 -27 -19 -28
right_child=3 -3 -4 6 -6 -7 16 8 15 -11 -12 -13 -14 -15 -16 -17 19 28 -20 20 22 -23 23 24 25 26 29 -29 -30 -31
leaf_value=0.00031244994894497427 0.042987433464173747 0.0024633622190901715 -0.0067958918931821724 -0.10065832265554918 -0.0010119598730198305 0.0090829723728991004 0.054781058696174681 0.052612848236004275 -0.10040787656800726 -0.041656328684343935 0.071917163934503286 -0.10223688441916363 -0.02779473158084704 0.10007918730858639 0.07665062559246541 -0.065671117655029504 -0.005783817601895988 -0.0043082341107213091 -0.010905559005289091 -0.00081787157169526466 -0.0054341234590113375 0.0094354194910811276 0.0048037345682353863 -0.0060143153956698312 0.0069869461108443554 -0.039641910250832031 -0.0027330731929355273 0.020792506787162136 0.0024250456791369717 0.00013338401031409117
leaf_weight=0.53559102137372494 0.055411853690653379 0.53972354250157639 0.61418771013705964 0.004012031500062907 0.53107954475928232 0.082463038270361722 0.092688685837290286 0.058224894384133925 0.011005895840014428 0.095434880038730796 0.039888268336653709 0.029303505551069975 0.022697078064084053 0.0096005108789540827 0.0038978317461442202 0.0097814519805958788 0.59060251554979615 0.54180446255072912 0.1219749236461638 0.94955781794861738 0.63469123363561308 0.58092911265555103 0.64908069912024657 0.65527597099810364 0.70679286848718348 0.17450134042428622 1.400310941771713 0.15464145422342135 0.5275132805014987 41.559985970683044
leaf_count=131 37 211 29 37 67 11 32 17 40 13 3 3 3 8 5 42 51 12 16 30 62 46 46 48 60 22 97 41 49 2765
internal_value=3.11497e-07 -0.00158453 -0.00348468 5.35513e-05 0.00387708 0.0227092 2.00858e-06 -0.00902564 0.0166549 -0.0189316 0.000892429 -0.0398645 0.00559297 0.0488704 -0.0132838 -0.0840626 5.39431e-05 0.00209692 0.017457 -6.41605e-07 7.13167e-05 0.00307398 -2.87271e-05 4.7006e-05 -2.21406e-05 6.71063e-05 -4.58749e-05 -0.011248 -0.000986589 3.99505e-05
internal_weight=51.9827 1.6895 1.14978 50.2932 0.668954 0.137875 49.6242 0.283846 0.0790122 0.204834 0.109399 0.069511 0.0402075 0.0175104 0.00790986 0.0207873 49.3404 1.28398 0.214664 48.0564 47.4658 1.53049 45.9353 45.3006 44.6515 43.9962 43.2894 0.329143 1.06932 42.9603
internal_count=4034 371 160 3663 115 48 3548 171 99 72 59 56 53 50 42 82 3377 109 48 3268 3217 76 3141 3079 3033 2985 2925 63 61 2862
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 0 1 1 2 1 2 1 2 1 1 1 1 0 2 0 0 2 2 0 2 2 2 0
split_gain=0.000383435 0.00500713 0.00511651 0.00318582 0.00276624 0.00169141 0.00375919 0.0118863 0.00330657 0.00265467 0.00188614 0.00182721 0.0044382 0.00319993 0.00437645 0.00162997 0.00255174 0.00266702 0.00312309 0.00647277 0.0168794 0.00623181 0.00450322 0.00158043 0.00155643 0.0251755 0.00459587 0.00260261 0.00549216 0.00555046
threshold=0.34467530910000005 0.34485494450000004 0.34488488370000009 0.47943175355000006 0.34452561300000012 0.4778150355000001 0.47769527860000011 0.47736594710000008 0.34503457980000002 0.34512439750000007 41.481306584950012 0.34530403280000005 41.50623664750001 0.34542378970000004 41.806790701050012 0.34551360740000009 0.34560342505000002 0.34566330350000002 0.34575312120000007 0.48098859315000003 40.280372415600006 0.48200652675000005 0.48271009850000007 42.047301293400004 42.006870117350005 0.48597347385000006 41.965809985500009 42.094663496250007 42.388109226950007 0.53928026105000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 7 8 -4 -7 -10 12 -11 14 -13 -15 -17 -18 -19 20 -20 -21 -23 -22 26 -26 -24 -27 29 -29
right_child=1 2 5 -5 -6 9 -8 -9 10 11 -12 13 -14 15 -16 16 17 18 19 21 23 22 24 -25 25 27 -28 28 -30 -31
leaf_value=5.5703937078416889e-05 -0.011362468236868983 0.017521355265885632 -0.020146650430340793 -0.0018204993606040993 0.0070767581978390922 -0.0039312486504647663 0.0056350513847359006 -0.034618649336481969 0.0063648169220090582 0.0059258394816963274 -0.0017577232927966054 -0.010080244846149439 -0.0013455140458715584 0.0031297770568507847 -0.00019396512403391404 -0.0047217735011314778 0.0050163781243741205 -0.0042663349078770679 -0.030371766554327884 -0.0095166819574132866 0.034184739494776586 0.0088148472399422369 -0.000153775580809705 0.061152714263476959 0.044831318317814062 0.0050761735790788411 -0.0094004213131365973 -0.013895977367399899 0.0010285917868081637 0.00046189627492595277
leaf_weight=6.0211412040421797 0.6150184754988135 0.16766556953052614 0.068837020832786755 0.81169710960239172 0.61883069713257999 1.7729373003584203 1.5833859442354878 0.10067425467423174 0.58859912391643299 1.6628819116303923 0.55587399080930866 0.75674003886524488 1.6950847126372535 1.6222866936950584 1.0967008318984879 1.1609745211189864 1.0462480157730194 1.7127298323048332 0.040930668275335758 0.66766628653943882 0.043981192720821127 0.60198803042092563 18.372589660625824 0.042954962019678078 0.13032942992867891 1.0799518823032466 0.55372658102038386 0.54161710092705539 5.694727695646514 0.53540050112961168
leaf_count=527 36 29 18 24 17 34 15 22 119 24 207 22 35 39 26 28 6 40 11 14 23 56 1534 26 8 30 20 30 966 48
internal_value=3.49407e-07 -0.000103621 8.58651e-05 -0.00593378 0.000710051 1.90153e-05 0.00235375 -0.00160032 0.00113938 -0.000146651 0.00241968 2.51339e-05 0.0022553 -0.000184628 -0.00423043 3.69106e-05 -0.000118788 5.32376e-05 -0.000119744 0.000131157 0.0225794 2.92909e-05 0.000260968 0.0475096 6.96028e-05 0.00124071 -0.000424304 0.000517159 -0.000209909 -0.00675848
internal_weight=51.9642 45.3242 43.8975 1.42672 6.63997 43.7298 2.89737 1.31398 1.21331 40.8324 1.14447 39.0595 3.35797 35.7015 1.85344 33.8481 32.2258 31.0648 30.0186 28.3059 0.127867 28.178 27.5103 0.0869362 26.9083 7.98203 18.9263 7.8517 6.77175 1.07702
internal_count=4034 3490 3430 60 544 3401 381 366 344 3020 326 2986 59 2927 48 2879 2840 2812 2806 2766 60 2706 2692 49 2636 1082 1554 1074 1044 78
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 0 0 2 2 1 2 1 0 0 0 0 1 1 1 2 0 2 2 2 2 0 2 2 1
split_gain=0.000374841 0.00227342 0.00367539 0.00153338 0.0013001 0.00453048 0.00102944 0.00363987 0.0205587 0.00275864 0.00153265 0.00740757 0.0109098 0.00707663 0.00397276 0.00256967 0.0039062 0.0014947 0.0101869 0.00365867 0.0042606 0.00708067 0.00416185 0.00146113 0.00293365 0.00179139 0.00148204 0.00138929 0.00073627 0.00890756
threshold=0.5398790455000001 0.41911918805000009 40.523311941050004 37.784765830350004 0.41615520495000008 0.41804137600000008 0.54942965780000008 0.55677973715000018 41.092444989200011 40.636252116050009 0.44805544745000009 41.092444989200011 0.43639411995000005 0.56719858685000013 0.56294721715000018 0.5718990449500001 0.57294691775000006 0.45280081435000008 0.45368402140000008 0.4591329601000001 38.903925214650009 0.5681267027500001 36.79544512155001 42.402981339000007 42.434124620650003 39.184300550350009 0.59734738480000016 42.558389508100007 39.110279783550006 0.39072183470000005
decision_type=2 2 2 2 2 2 2 2 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 28 -6 9 8 -8 -3 11 -9 -13 -14 -12 -15 -17 27 -19 -20 22 -22 -21 25 -25 -23 -26 -16 29 -1
right_child=1 6 -4 -5 5 -7 7 10 -10 -11 14 12 13 15 17 16 -18 18 19 20 21 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00083436006228191641 0.0018098898551231403 -0.00154319683881323 -0.0098895429291522719 -0.0030994320340320719 0.0071058121387343638 -0.0021918246812313697 -0.1006662736380515 -0.0002761028065388179 0.017329123723687927 0.0075378147315229033 0.02142270354545717 -0.10032344033047365 0.0083116819984796163 -0.10050693641183864 0.0044198889214666897 0.043322113487065751 -0.10008849171764243 -0.0006554842517698733 -0.10026538808945235 0.038764500085776754 0.085833778010847989 0.041478183810387113 -0.10069232627152887 0.10005765567025238 -0.10009706516182088 -0.10021450048748573 0.021843814004107624 -0.00023365870682981704 0.00014247557087122424 -0.011502531812970396
leaf_weight=3.4420096096062704 1.0636297735309241 0.66426342374279534 0.58430032384858765 1.5832598935867279 1.0701647449602485 1.0270466129442635 0.022604560743768043 0.58073555415895217 0.042582479165844234 0.67390183968063866 0.092856144759025816 0.0183730963606763 0.044990114961137806 0.0098263518817134354 1.1220020450301085 0.0040958679710456627 0.0035415300425265528 1.0125807134500062 0.010860164674520473 0.0026285994538655108 0.0061554924977826877 0.0010632483233905532 0.011511880326319085 0.0017415150068700314 0.0026415880467016706 0.005548516920622748 0.0016006223440978573 1.4981572590695575 36.643682233149384 0.70515849112312379
leaf_count=430 32 37 99 27 9 108 52 118 26 47 22 27 16 12 45 10 37 10 72 180 5 15 82 1 120 234 225 14 1817 105
internal_value=8.97802e-07 -0.000583339 -0.00271127 -0.00112666 0.000124391 0.00255257 0.00059517 -0.000129507 -0.0235875 0.00303001 0.000215604 -0.00422378 -0.0325875 -0.0126605 0.000994765 -0.0666891 -0.0231787 0.000478822 -0.00269677 -0.0499399 -0.0333233 -0.00206873 -0.0747684 -0.0450272 -0.00922496 -0.0774287 -0.0540877 0.00175908 -4.51157e-07 -0.00126333
internal_weight=51.9535 9.06545 3.23119 2.64689 42.8881 2.09721 5.83426 4.4961 0.065187 1.33817 4.43091 0.661563 0.080827 0.0624539 3.76935 0.0174637 0.0076374 3.67649 1.05633 0.0437516 0.0328915 0.018751 0.0141405 0.0125955 0.00598373 0.00661177 0.00424221 2.62016 40.7909 4.14717
internal_count=4034 1565 158 59 2469 117 1407 1323 78 84 1245 220 102 75 1025 59 47 1003 944 934 862 600 262 595 346 249 345 59 2352 535
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 2 0 0 1 0 0 0 0 0 2 2 2 2 2 2 1 2 1 1 0 0 1 1 1
split_gain=0.000409394 0.00105843 0.00119474 0.000784938 0.00502179 0.00352053 0.00196516 0.00618968 0.0245536 0.00744557 0.0272749 0.0181313 0.00507332 0.00507157 0.00554829 0.000674943 0.000574954 0.00579676 0.00510884 0.00437693 0.00195695 0.0086001 0.00362443 0.00500097 0.00861559 0.00261519 0.00147475 0.0234762 0.00988869 0.00718045
threshold=35.171584490050009 0.38906020780000011 0.36575252235000005 36.242939472700009 0.38780276035000005 0.36533337325000009 37.198331469900005 0.52092751715000019 0.5296248615500001 0.36533337325000009 0.50278434775000014 0.5017514446000001 0.49880243110000005 0.49336846205000007 0.47515044460000005 36.728658719300007 40.206947806850003 40.137820134150012 40.241071441700008 40.040005255000004 39.896141435400004 0.34554354660000003 39.685256516350002 0.41804137600000008 0.37003383130000006 0.50278434775000014 0.51675099550000014 0.39045238170000002 0.39670967935000007 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 9 -9 10 11 12 13 14 -5 -10 17 19 -18 20 22 -22 26 24 -24 -23 29 -28 -29 -8
right_child=3 -3 -4 6 -6 -7 16 8 15 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 25 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00021260762203798166 0.036327698498689845 0.002128391311672642 -0.0062468745181892714 -0.1005957084560048 -0.00094438373914718641 0.0042406450309191036 0.00019395611000832627 0.048851209090572056 -0.10036523540261354 -0.038143531290981234 0.068174985605769442 -0.10202132513907836 -0.025260121709845262 0.10007159798182352 0.073282676748567907 -0.062795040202119942 -0.009097722245254165 0.0099931543413195878 1.4111429217340327e-05 -0.0080882179771575823 -0.0045193790933770765 0.0041929561020652029 0.0014968792383294217 -0.0006967988351091988 -0.033722341130793795 0.012328546315653024 -0.03233582805222994 0.017080571776716642 -0.000353811480785641 0.01496424920738023
leaf_weight=0.53525472265002483 0.069501505351134529 0.53849765349818057 0.61572482575155618 0.0036363187980123493 0.53100202769835503 0.067309072706848383 2.1307587571752546 0.056744472221424765 0.0098469446850989947 0.094047272459778952 0.037935878150165081 0.026585788815282285 0.022546436637639999 0.0086816206021467224 0.0037048583035357296 0.0092956350043789104 0.62573272860504303 0.63034537555748293 37.024703670810872 0.61163515852634098 0.97029248095714171 1.0285747479540104 0.12968249048572 0.50617342321504055 0.1495674922125545 0.64156786942821842 0.22087369269138424 0.35498319417335711 3.8947330065561951 0.38926320652555446
leaf_count=131 36 211 29 37 67 12 80 17 40 13 3 3 3 8 5 42 15 31 2626 30 5 5 19 24 23 53 41 40 299 86
internal_value=2.3565e-07 -0.0015309 -0.00324294 5.1715e-05 0.00345725 0.0205413 5.84625e-06 -0.0084547 0.0158133 -0.0177965 0.000765561 -0.0384829 0.00531413 0.0483366 -0.0128448 -0.0821212 5.26926e-05 0.00066634 -0.000137323 0.000133237 0.000615985 0.00296817 -0.000182723 -0.00662362 -0.0173667 0.00731816 0.000540938 -0.000549551 0.0011025 0.0024755
internal_weight=51.9392 1.68948 1.15098 50.2497 0.667813 0.136811 49.5819 0.273025 0.0758871 0.197138 0.103091 0.065155 0.0385692 0.0160228 0.00734118 0.0191426 49.3089 11.6585 37.6504 11.0281 10.4165 2.64044 7.77604 0.785423 0.27925 1.67014 6.99061 4.47059 4.24972 2.52002
internal_count=4034 371 160 3663 115 48 3548 171 99 72 59 56 53 50 42 82 3377 736 2641 705 675 63 612 66 42 58 546 380 339 166
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 1 1 2 2 2 0 2 2 2 0 2 0 0 2 2 0 0 2 0 0 0 2 2 2
split_gain=0.000350018 0.00201999 0.00650251 0.00253879 0.00180055 0.00706769 0.00247285 0.00140012 0.00378234 0.00102336 0.00772087 0.00687287 0.00357007 0.00200053 0.00438599 0.0187258 0.0217822 0.0139828 0.001629 0.00146573 0.00952508 0.00831735 0.00867994 0.0188193 0.0232351 0.00244588 0.00422092 0.00073693 0.000558057 0.00402967
threshold=0.5398790455000001 0.42039160505000012 0.42114008565000011 0.54228915300000013 40.340071172300007 37.784765830350004 0.41804137600000008 0.41714319930000004 40.340071172300007 40.664404858950007 40.844669808050007 0.55257327625000008 42.141702038450013 40.206947806850003 39.184300550350009 0.56341127510000011 39.458743938000005 0.57402472980000019 0.56188437470000008 42.536568606950006 41.066313126200008 0.55677973715000018 0.56065686655000013 42.283941020600004 0.56341127510000011 0.5718990449500001 0.57294691775000006 38.625745710700009 39.110279783550006 39.420767558750008
decision_type=2 2 2 2 2 2 2 2 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 -2 5 -5 -6 28 -9 13 -11 12 -12 14 18 -16 -17 -18 -4 20 -13 -22 -23 24 -24 -26 -27 -20 -1 -30
right_child=1 2 9 4 6 -7 -8 8 -10 10 11 19 -14 -15 15 16 17 -19 27 -21 21 22 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0010065942942435598 -0.0064483071671226008 0.024460856296445267 0.0056386133913868515 0.0019747768384150793 -0.0024363953090861135 -0.011947448068859612 0.0069422661638559192 0.0092903033746172085 -0.0025159082104584092 -0.039389978476247887 -0.0082070003384752295 0.00022279792167291426 -0.044304128807650694 0.0067921386806208909 -0.094060288288817309 0.066957699068954643 -0.10238999160006755 0.046583748997743243 -0.0037852879275662868 -0.001390228341864481 0.088412694455571456 -0.045436005224243924 0.078351062303523261 0.079417187655973595 -0.10043025362857572 0.0408786997576557 -0.1000889481234567 0.0014292910202248618 0.0078902411745286703 1.6176978522164493e-05
leaf_weight=4.6409705938923755 1.0701226995179269 0.11277000955305982 0.54569646116100523 1.0526896116301432 0.54904201973814515 0.55787779460933951 0.57615362396659009 0.56914583537491126 0.5186246057996502 0.051668482038291663 0.059459124146087894 1.0212058292263608 0.050813793131965213 0.5866406583097773 0.025376653525313486 0.030799874218331524 0.019425953430477705 0.0093248537310234303 0.51821031629019987 1.5273133130320893 0.020285225997213163 0.017654202933044871 0.015690375141275581 0.041205673514369323 0.016039713921145449 0.0039902313146740198 0.0045416863256213524 0.56812897337472812 0.66172731754306724 36.478956831334266
leaf_count=537 24 14 58 34 83 26 19 16 97 26 18 39 24 57 29 20 22 48 350 438 7 8 6 30 15 2 124 44 29 1790
internal_value=1.80965e-07 -0.000564847 0.000707493 -0.00231871 -0.000703373 -0.00284769 0.00236592 0.00011949 0.00366137 0.000185689 -0.0010882 -0.000375866 -0.0248406 0.0017506 2.80347e-05 -0.0221281 0.00852471 -0.0540728 0.00118099 0.000635329 0.00334761 0.0300719 0.0181325 0.0319079 -0.0167148 -0.0774198 -0.0341608 -0.00105819 2.72783e-05 0.000156467
internal_weight=51.9216 9.05213 5.24624 3.80589 2.73576 1.61057 1.1252 42.8694 1.08777 5.13347 2.82987 2.7782 0.110273 2.3036 1.71696 0.0849273 0.0595507 0.0287508 1.63204 2.66793 1.14061 0.119407 0.0991219 0.0814677 0.040262 0.0245716 0.00853192 1.08634 41.7817 37.1407
internal_count=4034 1565 1379 186 162 60 102 2469 113 1365 737 711 42 628 571 119 90 70 452 669 231 192 185 177 147 141 126 394 2356 1819
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 2 1 1 2 1 1 0 0 0 2 2 1 0 2 0 1 1 2 0 0 2 0 2 1
split_gain=0.000366731 0.000880028 0.0107265 0.00883035 0.00405769 0.00217107 0.000677883 0.00410385 0.0029207 0.00169805 0.0117412 0.0317596 0.0101653 0.0200832 0.00996432 0.00262205 0.000475741 0.00231652 0.013123 0.019124 0.00909135 0.00313068 0.0269785 0.0273373 0.0455806 0.0149332 0.0113439 0.00455538 0.00337555 0.00591287
threshold=35.171584490050009 34.883496062400006 32.724174661450007 30.317390213800007 0.38052752915000004 0.38780276035000005 36.242939472700009 0.38780276035000005 0.36533337325000009 37.038444968100009 0.36575252235000005 0.38370108680000009 0.52863686715000002 0.5296248615500001 0.5017514446000001 36.728658719300007 40.563919884450009 0.39591628995000006 0.5223196910500002 39.110279783550006 0.53833717555000005 0.35651627195000007 0.38906020780000011 40.00488309970001 0.51505942935000004 0.50706565670000014 39.110279783550006 0.48306936920000004 40.159267750750011 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -2 10 14 -12 -13 -14 -8 -15 17 18 21 -20 -19 27 23 24 25 26 -23 28 -11 -30
right_child=6 -3 -4 5 -6 -7 9 -9 -10 16 11 12 13 15 -16 -17 -18 20 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10004576656026756 0.033236886330948186 -0.0031719987346171953 0.0048862496288310658 -0.095089267660820986 0.09365658299747881 -0.038930111826815508 -0.060373886437218693 -0.00075019897943245277 0.0039179745632132211 -0.0017506460509199467 0.10038573906671272 -0.059383884913374319 0.10025302735152815 -0.10033004792817224 -0.0018962913692818926 -0.0010024161566925191 -0.0001829853956127267 -0.0095801152435170123 -0.0020047351214494626 0.035640075209210205 0.00056101194405200198 0.035253879550596806 -0.054117017245066526 -0.040889991094558237 0.067087584854003943 -0.041933001458551444 -0.010847219830920095 0.0083887657480355288 0.005834220043988589 -0.0016239616572600668
leaf_weight=0.0013639870547215395 0.068625940653868844 1.0761480241605166 0.57723686527535989 0.018764395501949114 0.0052210050338761804 0.01087255133662246 0.056317921088481104 0.53163034339901261 0.067296931403689086 3.9081975571776262 0.030904850922524929 0.034922034312707233 0.014965803362429142 0.008914810124337931 0.060377675923518836 0.0037864846118402804 32.104619245482525 1.03470470831032 0.27291944365125864 0.26694169617258012 6.0696977754411678 0.088768348648387341 0.099163945676991716 0.11378524850496774 0.11810322385281324 0.084071691533608828 0.13386738943734144 0.77619630089793723 2.2544039566046195 2.0114280944690108
leaf_count=48 36 32 141 37 74 39 45 67 12 136 3 17 2 40 6 28 2505 77 37 26 404 32 26 20 14 24 19 42 34 11
internal_value=1.95835e-07 -0.00144889 0.00157383 -0.0512132 0.0535339 -0.0744868 4.89543e-05 0.00321435 0.0187208 6.30656e-06 -0.00896275 0.0174423 -0.023513 0.0217641 -0.0301179 -0.0707187 4.45174e-05 0.000468367 0.00143944 0.0166093 -0.00091597 0.00058529 -0.00618401 0.00264121 0.014301 -0.00602541 0.00753401 0.00106765 0.00037244 0.00231753
internal_weight=51.9042 1.68961 0.613459 0.0362219 0.00658499 0.0296369 50.2146 0.667553 0.135923 49.5471 0.21019 0.093494 0.0625891 0.0276671 0.116696 0.0127013 49.3369 17.2322 10.1278 0.539861 7.1044 9.58799 0.63776 0.538596 0.424811 0.306707 0.222636 8.95023 8.17403 4.26583
internal_count=4034 371 339 198 122 76 3663 115 48 3548 141 90 87 70 51 68 3407 902 421 63 481 358 135 109 89 75 51 223 181 45
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 1 1 0 2 0 1 1 1 2 2 1 1 2 0 2 2 2 0 2 0 0 1 2 1 1
split_gain=0.000426508 0.00608157 0.00282914 0.00116833 0.00487464 0.00712152 0.00460731 0.00305832 0.00302674 0.00256104 0.0120878 0.0130931 0.0044256 0.0117295 0.0266122 0.0054699 0.00340763 0.00139269 0.0207354 0.00374197 0.00265692 0.00450339 0.00443185 0.00371889 0.00210815 0.0157987 0.0537774 0.00303033 0.039429 0.0281886
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.48098859315000003 40.94178426300001 0.34494476210000008 0.3453339720000001 0.4815274992000001 42.865207177650007 0.48271009850000007 0.34503457980000002 0.34569324270000007 0.34542378970000004 43.018222997350009 40.206947806850003 0.34560342505000002 0.34575312120000007 42.006870117350005 0.48597347385000006 41.965809985500009 42.094663496250007 42.388109226950007 0.53928026105000015 42.536568606950006 0.49336846205000007 0.50008981770000005 0.36160593995000007 41.178189531300006 0.4019490434500001 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -7 -5 -8 10 -9 -12 13 14 -11 -14 -17 19 -19 24 -20 22 -22 -23 -18 26 -26 -27 -29 -30
right_child=2 -3 3 7 5 6 8 9 -10 12 11 -13 15 -15 -16 16 17 18 20 -21 21 23 -24 -25 25 27 -28 28 29 -31
leaf_value=1.5863262854672372e-05 0.0068060110830152083 -0.010178241977127259 -0.002235138955229195 -0.0040974906679671561 0.014075939320161979 -0.0057330932882207536 0.0095149557416469369 0.014755527855384368 -0.00072729396705241314 0.0068671260894842372 -0.0073124806903403757 0.010584296734077564 0.0071680568435908646 0.0037116741002155246 -0.021441118993630496 -0.0056286256115895515 -0.0021913095713114706 0.041194198800828835 0.0051926338091408796 -0.0084168765840311379 -0.012407440146965265 0.0082945594499702173 0.00041285886315042862 8.1886171605877805e-05 0.094740291227206716 0.00038032943485775625 -0.0078408687083934177 0.0030380816991873892 -0.10201371069308569 0.0067707988934780144
leaf_weight=10.680462864187302 0.6290676642456664 0.61914240666567444 1.8410466057077872 1.8501017231028516 0.59647284494712982 0.59443973664019711 0.66499111682998069 0.6604735986329574 0.50965260874727392 0.54821674956474387 1.1705967409070579 0.62813311709685127 1.0781859323033156 1.0525109076988881 0.84235903105582111 1.0686407373286808 3.7962596069555827 0.12779603147646401 1.0800724573128944 0.55650509808555071 0.54566455025360461 0.61865357697070056 0.53305315627852323 5.069850398128632 0.076802905339717564 13.53712341712588 0.15273767597209087 0.64700078758676149 0.06696342864216831 0.036970987424398194
leaf_count=999 15 31 43 40 9 13 48 11 9 7 17 60 27 10 41 18 70 8 30 20 30 40 48 926 34 1194 39 60 16 121
internal_value=6.58046e-07 -0.000542705 0.000151958 4.71838e-05 0.00162355 0.00462666 0.0014407 -0.000138331 0.00507106 7.77762e-05 0.00318559 -0.00106276 -0.00016535 -0.00425276 -0.010281 0.000179084 -9.08665e-05 0.000129576 0.00123751 -0.000338665 0.000586802 -0.000148305 -0.00607223 0.000975056 -9.31919e-05 0.000455452 0.0264822 3.73279e-05 -0.00614597 -0.0633175
internal_weight=51.8799 11.2996 40.5803 39.9513 4.2066 2.36556 1.76908 35.7447 1.17464 33.8946 2.4592 1.79873 31.4354 2.44309 1.39058 28.9923 27.9141 26.8455 7.97509 18.8704 7.84729 6.76722 1.07872 5.6885 18.3139 14.5176 0.229541 14.2881 0.750935 0.103934
internal_count=4034 1030 3004 2989 122 79 70 2867 57 2827 88 77 2739 58 48 2681 2654 2636 1082 1554 1074 1044 78 966 1534 1464 73 1391 197 137
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 0 2 1 0 0 0 1 2 2 2 0 0 0 2 2 0 2 0 2 2 0 0 2 0
split_gain=0.000469684 0.00269121 0.0112456 0.0147554 0.0128731 0.018146 0.0153396 0.00918959 0.00704958 0.00288172 0.00268853 0.00355701 0.00200317 0.00479976 0.00510847 0.0106101 0.00133514 0.00266383 0.00141537 0.00565065 0.00722152 0.00538152 0.00143379 0.00141429 0.00107142 0.0241561 0.0128623 0.00874672 0.00894381 0.00436814
threshold=0.34515433670000012 0.34467530910000005 42.233786329550007 41.436838994450007 41.319407281650008 40.206947806850003 0.47976108500000009 39.525197829750006 0.34479506600000004 0.4815274992000001 0.4784437592000001 0.47396784530000008 0.34527409360000011 41.32819714970001 41.741384785950011 42.198888176300009 0.4778150355000001 0.47817430615000006 0.48119816770000007 40.413896136950008 42.198888176300009 0.48244064550000004 42.899217095850013 0.47721625100000004 42.686561923500008 42.940640897800002 0.48637765340000011 0.48797940185000005 43.120094701700005 0.50086823750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 7 8 -3 -7 10 11 -1 13 -2 -15 -16 23 -18 19 -19 -21 -20 -22 -14 -23 26 -26 -27 -29 -28
right_child=12 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 16 14 15 -17 17 18 21 20 22 24 -24 -25 25 27 29 28 -30 -31
leaf_value=-0.00029347059072694359 0.0076902701458813191 -0.0044468943820691531 0.0097190875812521345 -0.017445854282000357 0.011304529559672403 0.0049480169612310648 -0.022083480246838087 0.013211563527094515 -0.01115577309242391 0.0055205221230848669 -0.0046981802158376227 0.0074479551037669196 -0.00014702183522807767 -0.0080826852382706715 0.013107936594246118 -0.0058671978412867974 -0.0068324306740483705 -0.0030496514380380611 -0.0062617614674570629 0.0080621293349860852 -0.0059945044292586775 0.00023810986082272429 0.0013551192907891327 0.0069323948759510302 -0.0083260825127145568 -0.034554959749180589 -0.10202892343949357 -0.034808759765709553 0.0014765822233494964 -0.051573852136363729
leaf_weight=3.8170791784027029 1.1575086954690044 0.53801265041504442 0.67268047063555503 0.70231611585040798 0.63642020616680373 0.53633291320875276 0.71344582107849408 0.65167491987813264 0.55121475618420834 1.0677644946845246 1.0540566510044298 0.70281474041743752 0.571015311804415 0.60132015859880983 0.56669358351064125 0.61390954753005644 0.58525424130129877 1.6541364034020514 1.4309719518252162 1.8406090588687223 0.52716638674183947 26.064420462426007 0.53461757642799057 0.55789927364457981 0.054098365828394557 0.071835853520966331 0.03007623107987456 0.069384468447197256 3.2400232315409063 0.039951633270778109
leaf_count=486 20 35 47 32 9 5 13 15 60 12 15 31 228 6 15 35 23 25 32 51 37 1844 25 33 3 31 7 31 789 39
internal_value=1.29917e-06 -0.000557986 -0.00230981 -0.00417879 -0.00160989 -0.00435809 -0.010689 0.00522588 -0.00321406 0.00076137 -0.000150309 0.000910272 0.000163251 0.00267655 -0.000580287 0.00324093 -3.49618e-05 -0.00014074 -3.05984e-05 0.00161506 0.00427358 -0.000272479 -0.0022939 0.00335156 1.73607e-05 -0.00162404 -0.0449505 -3.35118e-05 0.00071583 -0.0732438
internal_weight=51.8547 11.6438 5.0021 4.32942 3.6271 2.99068 1.80099 1.18969 1.08755 6.64172 5.57395 4.51989 40.2109 2.93943 1.78192 1.1806 37.2715 36.1425 35.5573 4.55653 2.90239 31.0008 1.06178 1.12891 29.5698 3.50537 0.124126 3.38124 3.30941 0.0700279
internal_count=4034 760 216 169 137 128 78 50 65 544 532 517 3274 76 56 50 3198 2937 2914 138 113 2776 62 261 2744 900 49 851 820 46
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 1 0 1 2 2 2 0 2 1 0 1 2 0 2 0 0 2 2 2 2 0 1 1 2 2
split_gain=0.000388083 0.00187012 0.00321499 0.00245092 0.00248628 0.0013751 0.012969 0.0843249 0.0364024 0.00780182 0.00591612 0.00531807 0.015371 0.0235119 0.00406747 0.0349942 0.0326378 0.0163845 0.0106911 0.00521383 0.00368041 0.0139962 0.0566441 0.0525759 0.0171842 0.00597449 0.00546876 0.00417363 0.0297303 0.0139244
threshold=0.5398790455000001 0.41911918805000009 38.625745710700009 0.54300769440000007 0.54386096225000014 0.39019789825000006 0.5231430197000001 0.39072183470000005 39.110279783550006 39.685256516350002 40.316494640950005 0.51675099550000014 39.337369931850013 0.38780276035000005 0.53544804050000006 0.39587138110000003 43.631818398850008 0.52770875125000016 36.728658719300007 0.53475943835000017 0.50339810185000011 40.137820134150012 39.256147742250008 40.340071172300007 42.779078631750004 0.51401155655000019 0.37078231190000005 0.35275889945000011 40.00488309970001 40.720231579350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 11 7 -7 -9 -10 -11 20 -13 -14 15 17 18 -8 -17 -18 27 22 -22 -23 26 -26 -25 -1 -29 -30
right_child=1 -3 3 4 -6 6 14 8 9 10 -12 12 13 -15 -16 16 19 -19 -20 -21 21 23 -24 24 25 -27 -28 28 29 -31
leaf_value=4.1516605306083618e-05 0.00069127128792416826 0.00047952154711820025 -0.010908687419330975 0.0021687493674086007 -0.0074642487473184881 0.060490643188319627 -0.0050734344163962924 -0.1071113006987212 0.10020336080568618 -0.10074124543926699 0.081402660591558068 0.0067821502793159799 0.0003217055855682466 -0.0686737687478398 0.0013545315507157002 -0.014036352873732364 -0.024930429296909206 0.033406947511418573 -0.10059721695790845 0.10041903523841055 -0.013226393274250526 -0.085266111247971427 0.070460469500564935 -0.017810684254199335 0.028524152981962543 0.084870635451335052 0.013706457430584571 -0.00078346152422872082 0.005855353830095872 -0.076659386823136819
leaf_weight=32.157201002239198 1.5847592703207163 5.8009285838358116 0.57170961256633734 0.51921783317811765 0.55362059213677384 0.18057803455747218 0.64115083969011499 0.055406814354876474 0.012249664403498176 0.0045520830386469582 0.0029316914006403787 0.22149696209817094 0.10700663612433914 0.091731012325908523 7.2844610020277969 0.017783790079931805 0.0045089308147003839 0.13372986803665299 0.072183313847494768 0.012566018849611282 0.19187255316501151 0.068542077431629878 0.13981630589842098 0.11198696493192983 0.044061717928215671 0.03284510898811277 0.10829426163877542 0.99217952489849393 0.02732778688167059 0.081269850782875519
leaf_count=1355 38 1407 20 5 95 14 87 18 2 4 71 39 28 21 71 15 155 40 115 1 34 6 23 18 38 9 26 129 12 138
internal_value=1.52123e-06 -0.000594197 -0.00252296 -0.00562033 -0.0028022 0.000127217 0.00127239 0.0234481 -0.065573 0.0510566 -0.0293883 -0.000153354 -0.0113338 -0.0315244 0.000577991 -0.00583604 -0.0594309 0.00156756 -0.0834867 0.0673184 -1.49832e-05 0.00717445 0.02205 -0.00631652 0.011892 0.0525884 -0.00231628 -0.000165745 -0.00622053 -0.0558952
internal_weight=51.828 9.03024 3.22931 1.64455 1.07284 42.7977 8.4221 0.255718 0.0751403 0.0197334 0.00748377 34.3756 0.420235 0.198738 8.16638 0.881923 0.107042 0.774881 0.0899671 0.0170749 33.9554 0.697419 0.331689 0.36573 0.297188 0.0769068 0.220281 33.258 1.10078 0.108598
internal_count=4034 1565 158 120 100 2469 593 109 95 77 75 1876 88 49 484 413 286 127 130 156 1788 154 57 97 91 47 44 1634 279 150
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 0 1 1 0 0 0 0 1 1 0 1 1 0 2 0 1 1 2 0 0 0 1 2 0
split_gain=0.000384052 0.00217415 0.00913492 0.0118524 0.01047 0.0146523 0.0122803 0.00851701 0.00568147 0.00233955 0.00217224 0.00289968 0.00170276 0.00845482 0.00512396 0.0034929 0.00323969 0.00418732 0.00508794 0.00316622 0.00278658 0.00247192 0.00228935 0.00732527 0.004529 0.00645295 0.00530148 0.00165665 0.00714892 0.0106754
threshold=0.34515433670000012 0.34467530910000005 42.233786329550007 41.436838994450007 41.319407281650008 40.206947806850003 0.47976108500000009 0.34494476210000008 0.34479506600000004 0.4815274992000001 0.4784437592000001 0.47396784530000008 0.48098859315000003 0.34518427590000006 0.34542378970000004 0.48028502140000007 0.34566330350000002 0.34575312120000007 0.48200652675000005 40.720231579350006 0.48271009850000007 0.34566330350000002 0.34551360740000009 40.413896136950008 0.47916230050000003 0.4778150355000001 0.47769527860000011 0.34608245260000009 38.478081868400004 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 7 8 -3 -7 10 11 -1 13 -2 -14 21 19 -18 -19 -16 -20 22 23 -15 25 26 -25 -23 -29 -30
right_child=12 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 14 15 16 -17 17 18 20 -21 -22 27 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00026825016993363627 0.012295831769539675 0.01207046498870562 0.0087983673588623145 -0.015609496564172223 0.010244936688592242 0.0044654963398651892 -0.019735638000680355 -0.0050568888280579701 -0.0099839470098508996 0.0049787356813386406 -0.004219765239800939 0.0067372578791935886 -0.0064520183685590569 -0.010763396530407338 -0.0002266665441603057 0.0054369213567482524 -0.0059960398608246632 -0.0085643763465584246 0.0070332200790541068 0.0073773581270636553 0.00011393255136468007 0.0038887252633303402 -0.0052849843184124713 -0.0021264818700008951 0.0068599558636555404 -0.0064829486897527867 0.011316000179270343 0.075872349355057364 0.027325220170311183 -0.10137673377113295
leaf_weight=3.8174392525234877 0.66226377004931247 0.67657927588643063 0.66867159036269175 0.70640448493395513 0.63200577720999707 0.53446395485661902 0.71836507041007269 0.50859064612283822 0.55437425271443175 1.0637117348378522 1.0570749384369262 0.69903506670988225 1.2465221826278199 0.55828037604290903 1.0370467025786667 1.168183498858127 1.1927331527113008 0.66869705966979509 0.59496731676239178 1.1602088213548993 26.774692399651755 0.53790688863735692 1.1158107081729252 0.62487360743867337 1.1029985979312185 1.0933373938069051 0.55304666422307491 0.016992908106938431 0.027482334857620527 0.0084192745562177151
leaf_count=486 17 39 47 32 9 5 13 11 60 12 15 31 38 17 9 24 27 14 56 38 2636 51 28 66 22 22 4 40 162 3
internal_value=6.63536e-07 -0.000505169 -0.0020801 -0.00375974 -0.00145018 -0.00392025 -0.00958696 0.00472062 -0.00289134 0.000681137 -0.00013906 0.000816024 0.00014729 0.00150943 -0.000164101 0.000460057 8.52927e-05 -0.000193069 5.3786e-05 0.00378846 0.000264345 -0.000570931 -0.00128717 -0.000152835 0.00160271 -0.000950379 0.00418491 0.00554925 0.0224359 -0.00285663
internal_weight=51.7812 11.6367 4.99946 4.33078 3.62438 2.99237 1.8072 1.18517 1.08884 6.63726 5.57355 4.51647 40.1445 7.4696 32.6749 6.80733 31.4283 29.2311 28.0384 2.19726 27.3697 5.63915 5.04835 3.93254 3.37426 2.27126 1.17792 0.590801 0.0528945 0.0359016
internal_count=4034 760 216 169 137 128 78 50 65 544 532 517 3274 456 2818 439 2780 2733 2706 47 2692 415 159 131 114 92 70 256 205 165
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 2 1 2 2 2 2 2 2 1 1 1 2 1 2 0 1 0 2 0 1 2 0 1 1
split_gain=0.000555887 0.00427618 0.00518339 0.00917477 0.00295373 0.00277418 0.00877209 0.0136513 0.00280447 0.0023459 0.00178503 0.00614618 0.00590288 0.00230017 0.0105512 0.0017067 0.0297538 0.0148243 0.0191646 0.0315059 0.0044031 0.00266526 0.00850619 0.0590174 0.0166884 0.0234591 0.00636229 0.00527687 0.00230912 0.00203979
threshold=39.896141435400004 39.685256516350002 0.41804137600000008 0.37003383130000006 40.003678352300007 0.34311846950000008 37.999598532650005 0.33750486510000005 35.782584506850007 34.466665687600006 40.137820134150012 40.206947806850003 40.241071441700008 40.467253020850002 0.38052752915000004 0.34674111555000003 0.36359689830000008 38.625745710700009 0.36006406990000012 37.784765830350004 0.4784437592000001 0.37078231190000005 0.5223196910500002 39.011793722550003 0.52005927965000021 0.37473428940000003 35.171584490050009 0.5231430197000001 0.38906020780000011 0.39091643965000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 6 7 8 9 -1 -6 -12 -13 14 -14 20 17 18 19 -17 -7 26 23 24 25 -23 -18 -24 -29 -30
right_child=4 2 -4 -5 10 15 -8 -9 -10 -11 11 12 13 -15 -16 16 21 -19 -20 -21 -22 22 27 -25 -26 -27 -28 28 29 -31
leaf_value=0.063646266950618244 0.0038119531343342294 0.000503137149214777 -0.0018090066219895347 -0.036435625560613069 -0.0039227041660072791 -0.00043070134579000397 -0.041123945253717903 0.067210808721081122 -0.10014040193353164 -0.050039761673579389 0.009908908649373719 -0.009789441042378829 0.0079554254116695599 -0.00016566444050945345 -0.0032560493812167288 -0.0667262540613031 -0.00068066784103415197 -0.10132440138760812 -0.070181960357775935 0.095706949525289589 0.0093327535529939658 0.038816260953633747 0.014816225279644235 -0.086527979405967959 0.042228301417770953 -0.043672498607266332 0.017290947824327909 -0.0064104031993367965 0.0059359947966328673 -0.00029687233961942427
leaf_weight=0.0026366932782683206 2.1076893884236005 0.12739614828024071 0.50236299453540201 0.14240011966103339 1.1440639604445753 1.5106837696224462 0.059123464842500084 0.023883430473460976 0.0070105365729613576 0.0058248396380804479 0.62653286043950274 0.61560613332772973 1.74988584667699 33.587989460742108 1.6133066090088855 0.022797793852079085 0.58295482094609941 0.036790874615576286 0.049969732902485908 0.02507475528187797 0.66533471981529135 0.05620238075061923 0.24289280013181258 0.087398224517528433 0.094306724789475993 0.089186111371655663 0.29752521053887904 0.54718885137117457 0.59358248870512387 4.5484260391990574
leaf_count=62 30 19 24 23 63 62 33 21 41 6 31 15 44 2535 47 44 17 19 11 10 23 12 17 22 22 37 41 12 16 675
internal_value=1.31955e-06 -0.000655351 -0.00781331 -0.0189934 0.000164848 -7.65254e-05 -0.0167737 0.0198074 -0.0533669 -0.0146141 -3.05629e-05 8.60245e-05 -7.78e-05 8.39958e-05 0.00257734 9.74715e-05 -0.000637534 -0.047211 -0.0268632 0.0183533 0.00255455 0.000240705 -0.000483951 -0.0161831 0.00946618 -0.0117851 0.00539217 0.000381696 -0.000234567 0.000422637
internal_weight=51.766 10.321 0.772159 0.269796 41.4451 9.54879 0.098479 0.0393555 0.0154721 0.00846153 39.3374 38.1933 37.5668 36.9512 3.36319 9.45032 7.2743 0.134633 0.0978423 0.0478725 2.17602 7.13966 6.25918 0.327093 0.239695 0.145388 0.88048 5.93209 5.6892 5.14201
internal_count=4034 1269 66 42 2765 1203 163 130 109 68 2735 2672 2641 2626 91 1040 955 84 65 54 85 871 813 93 71 49 58 720 703 691
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 0 2 0 2 2 1 0 1 1 2 0 0 0 0 1 1 0 1 1 2 0 1 0 2
split_gain=0.000497149 0.00423035 0.0185864 0.00463726 0.00607055 0.00820737 0.00447478 0.0159311 0.00230034 0.00602706 0.0555466 0.00428964 0.00176488 0.00355872 0.00485713 0.00186395 0.00141341 0.00849471 0.00309849 0.00588612 0.00826019 0.00514155 0.00287444 0.00192993 0.00350734 0.00196632 0.00116623 0.00295562 0.00522471 0.0463791
threshold=0.34503457980000002 0.48271009850000007 0.4815274992000001 0.47976108500000009 0.47943175355000006 0.47754558250000007 0.47464147780000004 41.481306584950012 0.4778150355000001 41.385032804600009 41.646178195200001 0.34530403280000005 0.47865333370000007 0.34512439750000007 0.34530403280000005 41.481306584950012 0.48447651265000008 0.48797940185000005 0.48119816770000007 0.48028502140000007 0.34575312120000007 0.34560342505000002 0.47961138885000004 0.3459626957000001 0.34584293880000011 41.360869295700006 0.49336846205000007 0.35275889945000011 0.50008981770000005 38.478081868400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 11 -11 -2 15 -14 -15 -10 18 -18 19 22 -21 -20 -16 24 -23 -26 -19 -28 29 -29
right_child=8 -3 -4 -5 -6 -7 7 -9 12 10 -12 -13 13 14 16 -17 17 26 21 20 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00022906632326957912 -0.0068051564604925639 -0.0045008707450963107 0.016428142210857418 -0.0090852966306959014 0.0066659686244018735 -0.0086510219954737469 -0.0062076363097453005 0.050200415815743575 -0.0046161318094449328 0.10090807828412639 0.0018775078399584982 0.0038159151090395912 -0.019340258893673194 0.0052568805905504803 0.00036205826465145999 0.00080328232378319665 0.010553773910838136 -0.0016323429663489129 -0.0083416203163238761 0.014652781191269129 -0.0016084180432821939 -0.0017740813280961954 -0.0078016388826199629 -0.0043980893642021407 0.00050384561201452245 0.0091724594414724359 0.0065160295102712484 0.016904538964274424 0.00023825510587389696 -0.085288725999016768
leaf_weight=4.365328952001617 0.59298237507070206 2.2096848825458428 0.66709766862913955 0.64622572611551721 1.0783742219209669 1.259061211616199 0.13613961339478908 0.079193814386314898 1.6305324415880016 0.062621078843676514 0.59294627341684858 1.0600297939604626 0.093372046248986318 1.8098600431112561 1.6605106513888976 1.0390784037840601 0.78896456528642289 3.6707589202787885 1.1848771303775709 0.64708499470725633 0.60392830016525068 2.7436481183394799 0.58263132421870967 1.2698529367334415 0.50169010460376717 0.54694381925219204 0.73822849843418836 0.13854182545037227 19.267381588810601 0.065361221935889141
leaf_count=521 64 30 11 11 11 32 16 39 21 4 229 62 11 48 46 36 61 56 31 25 17 23 27 23 2 55 36 43 2407 36
internal_value=5.74272e-07 -0.000615905 0.000426995 -0.000984147 -0.000227411 -0.00150036 0.000465109 0.0145377 0.000156458 0.00322358 0.0113371 5.83533e-06 -2.51759e-05 0.000157259 0.000207521 -0.00250676 -5.80562e-05 0.000344676 -0.00107796 0.00130674 0.00680267 -0.00241181 -0.00175837 -0.00102383 0.000106042 0.0050252 7.38449e-06 0.000305217 6.97418e-05 -0.0158536
internal_weight=51.7329 10.4411 8.23142 7.56432 6.9181 5.83972 4.58066 0.215333 41.2918 2.30858 0.655567 1.65301 38.9832 36.3136 36.2203 2.66961 34.4104 24.6692 9.74117 3.49416 1.25101 6.24701 2.24314 5.06213 3.79228 1.04863 23.8803 20.2095 19.4713 0.203903
internal_count=4034 671 641 630 619 608 576 55 3363 359 233 126 3004 2947 2936 57 2888 2639 249 115 42 134 73 103 80 57 2578 2522 2486 79
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 2 2 1 2 2 2 2 0 0 0 0 0 1 1 1 2 2 0 0 1 2 0 0 1
split_gain=0.000693621 0.0035326 0.00169868 0.00464142 0.0136836 0.024952 0.0618427 0.0268061 0.00397664 0.00473038 0.00426236 0.00717114 0.00657445 0.0254223 0.0403645 0.0171634 0.00684571 0.00622218 0.00281939 0.00248808 0.00274257 0.0052472 0.0137923 0.00424878 0.00585596 0.00179474 0.0206005 0.0386321 0.0186927 0.0143056
threshold=41.218101594450012 41.092444989200011 0.34569324270000007 0.34536391125000004 0.4784437592000001 0.4871261339500001 42.899217095850013 41.806790701050012 0.34587287805000005 41.741384785950011 41.319407281650008 41.872294782850005 41.481306584950012 0.48306936920000004 0.49336846205000007 0.50465554925000011 0.54386096225000014 0.54499865270000014 0.3459626957000001 0.3453339720000001 0.34527409360000011 41.385032804600009 41.646178195200001 0.48028502140000007 0.47817430615000006 0.34641178410000012 42.006870117350005 0.50339810185000011 0.51080805965000009 0.41615520495000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 19 -5 6 7 -6 9 -4 -10 12 -12 -14 -15 -16 -17 -18 -13 20 21 -2 -23 24 -24 -20 27 -27 -29 -30
right_child=2 -3 8 4 5 -7 -8 -9 10 -11 11 18 13 14 15 16 17 -19 25 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.000166776108990457 -0.0064913437502557491 0.0073252360724133233 -0.00075012598879582661 0.0032400194228027878 -0.10259645058773924 0.0046765747263310857 -0.0054205583488226234 -0.033422848768269307 0.0073580377235221072 0.011598197150424148 -0.0016566144370204036 0.0074546504259955741 -0.0053119895926685909 -0.10438600814657134 0.083922135650680657 -0.10020822858305167 0.10010927599062221 -0.036058586354650174 -0.0036432411643832507 0.0042942325226606416 -0.0073951927145448626 0.021728448918762289 7.0878320472294136e-05 -0.0037245460335371449 0.01059061562316984 -0.10628938919377456 0.0011198967098679086 0.10025081327724586 -0.10114782544780945 0.047346591930969302
leaf_weight=25.876195446880143 1.1765697624938445 0.70824320324925238 0.58674520556814858 1.0531554357598332 0.1113939154311081 0.52631540410220623 0.54605800620629452 0.11269886327863787 0.71053219723216976 0.65827375422815848 1.0714006031833538 0.54115537657071122 0.55573986772515138 0.070551721983065363 0.020475004566833377 0.010580963696471102 0.0047024332452565423 0.011718156447853234 1.1632308336513677 1.0643440590253028 0.59284165049271553 0.29939549262130061 3.4257992306188889 2.2488017628202215 0.6258295788683198 0.049864595237133602 7.8492332811123999 0.018089486693497747 0.013941124105258496 0.012134502632648037
leaf_count=1786 27 46 8 49 20 3 28 20 43 84 39 13 29 4 6 21 2 67 38 12 31 31 340 35 16 8 1176 4 17 31
internal_value=1.40898e-06 0.000357487 -0.000375254 -0.00125029 -0.00522709 -0.0121052 -0.0235737 -0.0678082 0.000397184 0.00577875 -0.000156395 -0.000625045 -0.00652394 -0.0142638 -0.0564135 0.0148752 -0.0374824 0.00293638 0.000442009 -0.000259794 -0.000838945 -0.000339122 0.000757652 -0.000238877 0.0016958 2.5281e-05 0.000562508 -0.0459661 0.0221419 -0.0320448
internal_weight=51.716 26.5844 25.1316 11.7832 2.34962 1.29647 0.770151 0.224093 13.3484 1.24502 12.1034 11.3928 1.74517 0.673768 0.118028 0.0474766 0.0270016 0.0164206 9.64765 9.43358 8.36924 7.7764 6.59983 6.30043 4.05163 9.10649 7.94326 0.0940297 0.0441651 0.0260756
internal_count=4034 1832 2202 612 120 71 68 40 1590 92 1498 1455 168 129 100 96 90 69 1287 492 480 449 422 391 356 1274 1236 60 52 48
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 2 1 1 2 1 1 1 2 1 2 1 1 1 2 1 2 0 2 2 1 0 1 0 1
split_gain=0.000568812 0.00290328 0.00477534 0.00195925 0.00481873 0.00162779 0.00153054 0.00388908 0.0113474 0.00346221 0.00417649 0.00768401 0.00230564 0.00722559 0.0116832 0.00268535 0.00226319 0.0017783 0.0443743 0.0364221 0.00577151 0.00416183 0.00398783 0.00396291 0.00416631 0.00527122 0.00321379 0.00228909 0.00170955 0.0038026
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 40.750688432250008 0.54064249575000012 41.092444989200011 39.896141435400004 0.34467530910000005 0.34479506600000004 39.685256516350002 0.41804137600000008 0.37003383130000006 0.34311846950000008 37.999598532650005 0.33750486510000005 35.782584506850007 0.32058920395000007 0.34656148020000005 0.39591628995000006 40.316494640950005 0.34569324270000007 40.003678352300007 0.55769288345000012 40.159267750750011 40.280372415600006 0.34515433670000012 0.4778150355000001 0.41714319930000004 0.47997065955000012 0.36359689830000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -4 9 -8 -9 12 11 -11 13 14 15 16 -1 20 19 -19 23 -20 27 -10 -25 26 -26 -23 -14 -30
right_child=-2 2 5 4 -6 -7 7 8 17 10 -12 -13 28 -15 -16 -17 -18 18 21 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.046712643423924713 -0.00034200459103996916 0.010789388649953959 -0.0033140081874745587 -0.010361144208411997 0.00010674636952434335 0.0039522497648348046 0.0088904922495859802 -0.012127474443502363 -0.0023031527921112244 0.00074397308052567889 -0.0016670118497060975 -0.033197052658556651 0.0030411393138308359 -0.037574426155622877 0.063343325076178347 -0.10012701975673231 -0.059218890424978625 0.015938391198345912 0.00823303148331982 0.091834099057926999 -0.0049555677035050495 -0.00027364088186115318 0.0063818973967095854 0.0089233468728091812 0.0018082423043830839 0.0051346331404599601 -0.0092664903204338952 -0.0062149879912959784 -0.0076859356200274179 0.000154696768132229
leaf_weight=0.0035463653591200905 25.092610439603575 0.68169031676930458 0.60972109736985636 0.61155865409281362 1.5654142626254666 0.62364436691075298 0.6037691863409681 0.65490898117422958 1.5271609832125248 0.12664976768428404 0.50282487729604375 0.14091846407472985 1.6231139702136079 0.058166766852693286 0.022864778934717833 0.0063438059090312757 0.0046762491094508862 0.19060185750589642 0.55257930033607783 0.094621090555619958 1.5372789571993051 1.5278860682560367 0.57629075554183362 1.0977961637545379 0.50612381634870496 1.6547730411402879 0.54331532306969166 1.1266562797648232 0.6773437395427776 7.1268798006671394
leaf_count=26 2202 35 37 23 45 37 32 6 11 19 24 23 119 33 21 41 42 32 16 29 14 23 103 11 53 19 5 32 54 867
internal_value=-5.32469e-07 0.000321842 0.00407257 3.06144e-05 -0.00283391 0.000360135 0.000307929 0.00106592 0.000658308 -0.00059001 -0.00703805 -0.0171315 -6.83717e-05 -0.0155202 0.0187513 -0.0512445 -0.0135312 0.00142406 0.00308072 0.0411164 0.000442421 0.000213295 -0.00115834 0.00199955 0.00372783 0.00161867 -0.00392537 -0.0027953 8.83177e-05 -0.000525807
internal_weight=51.6717 26.5791 1.91506 24.6641 2.17697 1.23337 22.4871 12.1938 11.59 10.2933 0.770393 0.267568 9.52294 0.095598 0.0374312 0.0145664 0.00822261 10.9351 4.06864 0.285223 6.86645 3.78341 3.23083 5.32917 3.80201 2.70421 1.04944 2.65454 9.42734 7.80422
internal_count=4034 1832 109 1723 68 74 1655 386 354 1269 66 42 1203 163 130 109 68 348 235 61 113 174 158 99 88 77 58 55 1040 921
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 1 1 1 2 0 2 1 0 0 1 1 1 2 0 2 2 2 2 2 1 0 2 2 2
split_gain=0.000496501 0.00243378 0.00363273 0.020231 0.0147042 0.0120898 0.00347776 0.00914654 0.00312257 0.00756687 0.00642811 0.00791336 0.0024661 0.00517542 0.00135106 0.00247476 0.00578304 0.0318826 0.00119349 0.00367846 0.00203949 0.00244872 0.00153758 0.00237416 0.00447387 0.0204321 0.00118147 0.000917573 0.0025022 0.00283322
threshold=38.064633603500006 37.828051409500013 0.36359689830000008 0.50410167360000013 37.627645350900004 0.47396784530000008 0.33992994225000006 0.33204095685000007 0.37668033890000002 35.171584490050009 0.52366695610000014 36.79544512155001 0.32058920395000007 0.42018203045000008 0.55074698365000019 0.39408999735000005 0.41911918805000009 0.39670967935000007 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.110279783550006 39.420767558750008 39.577821550850011 0.39045238170000002 0.44284602260000011 40.563919884450009 40.583589072600013 40.633548727200008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 12 9 -4 11 -10 13 -1 15 -12 17 -17 19 -2 -20 -22 -23 -24 25 -25 -8 -26 -29 -30
right_child=18 -3 8 -5 -6 -7 26 -9 10 -11 14 -13 -14 -15 -16 16 -18 -19 20 -21 21 22 23 24 27 -27 -28 28 29 -31
leaf_value=-0.1001000333863018 -0.00098887465638864899 -0.0070194343581638889 -0.00081923582836814608 -0.10241432606858188 -0.068371452403191965 0.076156295367442228 -0.0068762662296647809 0.09123323408883896 -0.0004366587361786349 0.019171993998146591 -0.0013455767075839248 -0.042786957144780334 -0.10017786694795067 0.10003559784892868 -0.0029080698724530275 0.066245784334594035 0.0010257934721487649 -0.019347650263095765 -0.0056485035916234065 0.0091425032339421657 0.0061931094618809385 -0.0048303316109002473 0.0058724579504569416 -0.035479402197472358 0.00085692092325738683 0.016128056390479841 -0.10043981527595974 -0.0069408251000403851 0.0069128299940250677 -0.00022237103932481756
leaf_weight=0.0026944267254022415 0.94583983414311601 0.58513250926404525 0.58318036262710427 0.02245304873213172 0.019607520624163044 0.029400973241308748 0.0018004444430666467 0.0073374286184844087 0.097594547789892849 0.28036109136883169 1.0495544993955088 0.080526023697530036 0.0055262800209391616 0.0024826413427945226 0.9983950677949015 0.084403116255884814 0.51267252790842122 0.08984032086121374 0.62952904780598018 0.57697909513024603 0.64648483289948089 0.6509514954089316 0.69298072659945731 0.16868925242124788 10.77907220879626 0.14070756654791339 0.0053897997742873294 0.54293060065515675 0.56672439257477236 30.858322396412124
leaf_count=47 30 51 21 2 11 28 49 10 31 38 24 15 47 3 336 12 15 49 62 46 46 48 60 22 357 41 28 16 14 2475
internal_value=5.07365e-07 -0.00100822 -0.000100096 -0.0192396 0.00591586 0.0325777 -0.0182032 0.00523518 0.000389943 0.0056712 -0.00117566 -0.0195827 -0.0537188 -0.00412583 2.31781e-05 0.00170852 0.00637494 0.0221136 9.57898e-05 0.00284979 3.97332e-06 8.29666e-05 -5.99921e-06 6.57824e-05 -2.76743e-05 -0.0120093 -0.0770114 5.90473e-05 -0.000209982 -9.36937e-05
internal_weight=51.6576 4.45835 3.87322 0.0966926 0.0742395 0.054632 0.025231 0.0180408 3.77653 0.863541 2.91299 0.178121 0.0107033 0.00517707 2.73487 1.73647 0.686916 0.174243 47.1992 1.52282 45.6764 45.0469 44.4004 43.7494 43.0564 0.309397 0.00719024 42.747 31.968 31.425
internal_count=4034 817 766 225 223 212 184 107 541 59 482 46 97 50 436 100 76 61 3217 76 3141 3079 3033 2985 2925 63 77 2862 2505 2489
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 1 1 1 2 0 2 1 0 0 0 1 1 1 1 2 0 2 2 2 2 2 1 1 0
split_gain=0.00040268 0.00195801 0.00319373 0.0183334 0.0126125 0.0103888 0.00305307 0.00817027 0.00253008 0.00616125 0.00525968 0.00657907 0.0022309 0.00468259 0.00116677 0.00109713 0.00202675 0.00485519 0.0270587 0.0095516 0.000969506 0.0030027 0.00164715 0.00199161 0.00124234 0.00193005 0.0036495 0.0166915 0.000756886 0.00422882
threshold=38.064633603500006 37.828051409500013 0.36359689830000008 0.50410167360000013 37.627645350900004 0.47396784530000008 0.33992994225000006 0.33204095685000007 0.37668033890000002 35.171584490050009 0.52366695610000014 36.79544512155001 0.32058920395000007 0.42018203045000008 0.44284602260000011 0.55074698365000019 0.39408999735000005 0.41911918805000009 0.39670967935000007 0.40301188585000008 38.400997490450003 0.52770875125000016 38.748048509250005 38.969453495950006 39.110279783550006 39.420767558750008 39.577821550850011 0.39045238170000002 0.34560342505000002 0.48597347385000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 12 9 -4 11 -10 13 -1 -8 16 -12 18 -18 -20 21 -2 -22 -24 -25 -26 27 -27 29 -28
right_child=20 -3 8 -5 -6 -7 14 -9 10 -11 15 -13 -14 -15 -16 -17 17 -19 19 -21 22 -23 23 24 25 26 28 -29 -30 -31
leaf_value=-0.1000905068436244 -0.00088962639121907983 -0.0062842778412020885 -0.00073694865540816434 -0.1021805011375676 -0.064298707617228959 0.072731566911561352 -0.0061915467992269624 0.089557917265473824 -0.0003929904497019698 0.017323863401509442 -0.0012099627653478591 -0.039183289321239857 -0.10016092501635286 0.10003220977626129 -0.10039790933925954 -0.0026119610746896489 0.062301968971615933 0.00092385994901195481 -0.057306956780502377 0.0093049159163159818 -0.0050692208041596678 0.0082803207728219912 0.0055953437212531302 -0.0043368679467108628 0.0053033394432392507 -0.032209110269249767 -0.0007245607512049953 0.014559695624683677 0.00042174002755401141 0.0072384897086928933
leaf_weight=0.0024382383204107003 0.94620236632844923 0.58806221766070743 0.58345673180667779 0.020360481925308704 0.018807764126904658 0.027792480725565838 0.001799644214087944 0.0067572651478258186 0.09759489771983032 0.27930274151731282 1.050421368289314 0.079211774171199067 0.0050011877227038593 0.0022464590438175946 0.0048788246277512368 1.0003138803115752 0.080957650400364289 0.51233304607922037 0.035997818983464214 0.053547604089843048 0.6312268017710484 0.57354035536840742 0.64412546068672938 0.65243328150430713 0.69073616051487263 0.16731247469760901 17.862687186520393 0.14030084537116494 24.189364915230378 0.69276266297674638
leaf_count=47 30 51 21 2 11 28 49 10 31 38 24 15 47 3 28 336 12 15 23 26 62 46 46 48 60 22 740 41 2079 43
internal_value=5.39854e-07 -0.00090867 -9.03912e-05 -0.0186986 0.00568009 0.0315304 -0.017994 0.00516426 0.000353874 0.00510991 -0.00105602 -0.0177716 -0.0537122 -0.0041254 -0.0750122 2.51407e-05 0.00154709 0.00578832 0.0204052 -0.0174735 8.63015e-05 0.00257105 3.61926e-06 7.47146e-05 -5.38297e-06 5.92215e-05 -2.49155e-05 -0.0108781 5.31895e-05 -0.000427262
internal_weight=51.642 4.45128 3.86322 0.0900823 0.0697219 0.0509141 0.0231216 0.0164432 3.77314 0.862759 2.91038 0.176807 0.00968589 0.0046847 0.00667847 2.73357 1.73326 0.682836 0.170503 0.0895454 47.1907 1.51974 45.6709 45.0397 44.3956 43.7432 43.0524 0.307613 42.7448 18.5554
internal_count=4034 817 766 225 223 212 184 107 541 59 482 46 97 50 77 436 100 76 61 49 3217 76 3141 3079 3033 2985 2925 63 2862 783
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 0 1 1 1 2 0 0 0 0 2 1 1 0 0 1 2 0 2 2 1 2 1 1 1
split_gain=0.000498069 0.0041209 0.00947602 0.0207593 0.00331215 0.00659539 0.00261614 0.011973 0.0109501 0.00320753 0.0122649 0.0180494 0.00500641 0.0168091 0.0181158 0.00475778 0.00363664 0.00719504 0.00485293 0.0040287 0.00617847 0.0124672 0.00602003 0.00399272 0.00300043 0.00259089 0.00436844 0.00480018 0.00232674 0.00153305
threshold=0.48271009850000007 0.34542378970000004 43.018222997350009 40.206947806850003 0.34566330350000002 0.34575312120000007 0.4815274992000001 0.34503457980000002 0.34569324270000007 0.34584293880000011 40.280372415600006 0.48028502140000007 0.48098859315000003 0.48068920095000006 0.47961138885000004 41.685324604100011 0.34560342505000002 0.34551360740000009 0.48098859315000003 0.47883296910000012 0.34479506600000004 42.047301293400004 0.4778150355000001 41.481306584950012 40.636252116050009 0.34503457980000002 41.385032804600009 0.34530403280000005 0.34479506600000004 0.34623214870000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 9 -8 -9 16 11 -11 13 14 15 -12 17 18 19 22 -21 -22 25 -18 -24 28 27 -27 -1 -17
right_child=1 4 -4 -5 5 -7 7 8 -10 10 12 -13 -14 -15 -16 29 23 -19 -20 20 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00038856666418133056 0.0055419381014230129 0.004543817599269538 0.0029529100371162519 -0.019604961397054768 -0.010865332844408358 5.1274774268011885e-05 0.01497242764480162 -0.0065201639169636914 0.0098944214435600347 0.016526585325672406 0.087227277711109774 -0.10270998634601934 -0.006253984739153326 0.07517306657977213 -0.10238504981971466 -0.042316937394772255 0.00060914704512303843 -0.010860702020849933 -0.0088686858537751802 -0.0031795543495149363 0.012620843477650696 -0.00038997823098570878 -0.0015196863286180151 0.010316569933503836 -0.0087049657817493877 -0.0062424768747459166 0.010743134857972314 0.0050131612950298976 -0.0059581317665818156 0.017881255073067138
leaf_weight=4.9791202995050776 0.54250116902404177 1.573249439708891 1.0471801272942682 0.83134861005237326 0.56515279161976906 26.68720367193179 0.65916037699207786 1.1648848778568206 0.62415925123569049 0.021688902834063772 0.0093082229474745759 0.030616164109630972 0.55935882969060913 0.033034702762961388 0.016488402689560644 0.0057963579858721906 1.045047229155897 0.61428529672101539 0.5695920003345244 1.1045443201437581 1.3613758895662615 1.6044639636329519 1.2050877411384138 0.71262933593651911 1.1224856380831623 0.59387568052758677 0.62855062051860944 1.0466697561265523 0.65343954310814734 0.015659898306953357
leaf_count=532 7 29 10 41 16 2636 11 17 60 47 30 6 7 2 7 24 9 21 20 14 35 28 21 46 35 64 76 11 54 118
internal_value=4.73946e-07 -0.000250378 -0.00421301 -0.00967504 8.24394e-05 -0.000175111 0.000385055 0.00345138 -0.000793466 -3.35559e-05 -0.00670935 -0.0532672 -0.00290223 0.0204492 -0.0178084 0.0275209 0.000234368 -0.000254962 0.000183189 0.000543749 0.00320462 0.00558223 -0.000515057 0.00454491 -0.00498483 0.000801593 0.00365453 0.000938632 -0.000347721 0.00161885
internal_weight=51.628 31.2466 2.42103 1.37385 28.8256 27.2524 20.3813 2.4482 1.78904 17.9331 0.691951 0.0523051 0.639646 0.0802876 0.0472529 0.0307645 17.2412 15.4835 14.8692 14.2996 4.07038 2.96584 10.2292 1.75768 2.32757 7.90166 2.2691 1.64055 5.63256 0.0214563
internal_count=4034 2739 58 48 2681 2652 1295 88 77 1207 241 53 188 181 179 172 966 911 890 870 77 63 793 55 56 737 151 75 586 142
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 0 0 1 2 0 2 1 1 0 0 0 0 1 1 2 0 0 0 1 2 0 2 2 2
split_gain=0.000526655 0.00351695 0.00346751 0.00326779 0.00248757 0.00266519 0.00301441 0.00170526 0.0171085 0.018659 0.00375601 0.00735005 0.00387332 0.00174087 0.00348962 0.00327106 0.00129754 0.00521629 0.00605089 0.00313489 0.010444 0.00272094 0.002155 0.00491793 0.0010545 0.00121094 0.0168488 0.00302118 0.0022843 0.00384194
threshold=0.34467530910000005 0.34485494450000004 0.47769527860000011 0.34488488370000009 0.4815274992000001 0.4784437592000001 0.47396784530000008 0.47700667645000011 0.34548366815000003 42.686561923500008 0.4778150355000001 41.385032804600009 0.34512439750000007 0.34530403280000005 0.47865333370000007 0.47817430615000006 0.48119816770000007 0.48028502140000007 0.34575312120000007 0.34569324270000007 41.218101594450012 0.47943175355000006 0.4815274992000001 0.48271009850000007 0.34575312120000007 42.006870117350005 0.48597347385000006 41.965809985500009 42.094663496250007 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 -1 8 9 -5 11 -9 -12 14 -14 -15 17 21 -19 20 -18 -17 -21 -24 -25 27 -27 -26 -28 -30
right_child=1 3 -4 7 -6 -7 -8 10 -10 -11 12 -13 13 15 -16 16 19 18 -20 22 -22 -23 23 24 25 26 28 -29 29 -31
leaf_value=-6.2701323330225164e-05 0.0011327764633007737 0.014187064525371527 -0.0090207563725616773 -0.10337959001283602 0.0052605208913780637 -0.0045430817419518767 0.0070881807880662428 0.00045333287399847974 -0.00022113107308383191 0.036426773022094572 -0.004766675813600762 0.012966223108669798 -0.0012765584413974268 -0.0076218957852246319 0.0051977479046160062 0.0017851821673285637 0.00071208983868959852 0.013795566036505861 -0.0001827733397077159 -0.0057185433156181241 -0.013687935310502867 -0.0046186185161878118 0.0089622170846827501 -0.0044273191865411825 -0.00017161343719671336 0.037563337406735862 0.0047776549799901672 -0.0076919260104528243 -0.0056501857041076353 0.00085871118151000219
leaf_weight=3.8107275839312029 0.55360683078962469 0.16260506420849097 0.85703698935685679 0.033389111537193705 1.0650818488793445 1.0535223221622798 0.69738111913829914 1.6731090474349906 0.51295236623280482 0.013368518445332711 1.7525846467553936 0.65251480596270983 1.5423878066590071 0.57889558430178922 1.8088523678161434 1.6666016858034702 1.6164433028316154 0.64074095274554543 0.59934618239179827 0.63823596655857073 0.73162907711230207 1.1023814208456313 0.6203815562313818 0.53754975367338431 18.190660089762666 0.124604003271087 1.076290423522267 0.55036261486600224 1.0796939898297848 5.6648165836267799
leaf_count=486 28 29 32 87 12 15 31 19 175 35 34 65 11 23 48 55 23 25 17 7 43 34 60 4 1534 8 30 20 78 966
internal_value=8.40205e-07 -0.000121774 -0.005036 3.73303e-05 0.000833124 -1.47461e-05 0.0010435 -1.56744e-05 -0.00549965 -0.0634074 5.59609e-05 0.00396415 -0.000168334 3.95331e-05 0.00221799 -0.000166588 -4.27108e-05 0.00164965 0.0070397 -0.000262777 -0.00377477 -0.000764285 2.67481e-05 0.000158439 -4.21819e-05 4.61488e-05 0.00108071 -0.00039246 0.000499452 -0.000183265
internal_weight=51.6078 44.981 1.41064 43.5704 6.62671 5.56163 4.50811 43.4078 0.55971 0.0467576 42.8481 2.32562 40.5225 38.7699 3.35124 35.4186 34.8397 4.00907 1.24009 30.8307 2.34807 2.76898 28.4826 27.8444 27.224 26.6864 7.94541 18.741 7.8208 6.74451
internal_count=4034 3490 60 3430 544 532 517 3401 297 122 3104 84 3020 2986 59 2927 2904 131 42 2773 66 89 2707 2700 2640 2636 1082 1554 1074 1044
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 2 0 1 2 0 2 2 2 2 2 0 1 1 1 1 2 1 2 0 0 1 2 1 1
split_gain=0.000649356 0.00335834 0.00115185 0.00506539 0.00676975 0.00670071 0.00525256 0.00523362 0.00407816 0.00433205 0.00357607 0.00347603 0.00630374 0.00728964 0.00232743 0.00434157 0.00546529 0.00335819 0.00251432 0.00225956 0.00220332 0.00159753 0.00150732 0.0179808 0.0347983 0.0168954 0.0128047 0.00560013 0.00191823 0.00280595
threshold=41.218101594450012 41.092444989200011 0.34575312120000007 0.48244064550000004 0.4871261339500001 43.218894539100006 41.257403903850005 0.4815274992000001 0.34587287805000005 41.741384785950011 0.48028502140000007 41.319407281650008 41.872294782850005 41.481306584950012 41.481306584950012 41.571132012400007 0.47916230050000003 0.34518427590000006 0.34509445825000007 0.31100865245000009 0.3459626957000001 49.420225120050006 0.34641178410000012 42.006870117350005 0.50339810185000011 0.51080805965000009 0.41615520495000008 42.094663496250007 0.34674111555000003 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 10 9 -4 14 -10 13 -13 -8 -16 17 18 19 21 -14 -17 -22 24 -24 -26 -27 -25 -29 -30
right_child=2 -3 8 4 -6 -7 7 -9 11 -11 -12 12 20 -15 15 16 -18 -19 -20 -21 22 -23 23 27 25 26 -28 28 29 -31
leaf_value=0.0001594243850686889 -0.0094912637895467333 0.0071368640684127717 -0.00015254350748131543 -0.016646659538825069 0.0025780903377791596 -0.0017730028161873465 -0.0021888697056412065 0.0086009275048928632 0.0065349518110438534 0.012048230579343934 -0.0054264463723260187 -0.001167144982638147 0.0065322716902976629 -0.014528883390295986 0.0098141451953627761 0.0042674500773011029 0.0092557044787272297 -0.007559994050641717 0.0067179920631665717 -0.0043365660484035486 -0.0034204581589193823 -0.0016529221141272307 -0.10562073815483508 0.0075155591277267413 0.10022688729476731 -0.10103854194240658 0.043621254406086767 -0.0059147162157133851 0.0038177817838726969 -0.0009602025018460189
leaf_weight=25.818347738909331 0.57199313177085187 0.70875198864297217 0.58376873843371757 0.69636621495010398 0.62818022561259557 0.5360496174544096 2.2485684841382723 0.71525131142698306 0.7070595334617068 0.58031114609224232 1.175790191395208 1.0747722321530759 0.53699769547094334 0.65843812336682761 0.58021864219358565 0.96050381010508246 0.63676373729595059 0.60827985766252535 0.54697912491246814 1.0649926535614751 1.1636943941094831 0.86734688910655677 0.045100397313497242 1.1094096591979221 0.016419789579231292 0.012614768717867264 0.011882739113829643 0.53205039331078285 1.6896529822306332 4.5093772886559824
leaf_count=1786 15 46 7 50 16 5 22 15 43 73 33 39 13 129 12 161 29 102 11 147 38 6 8 33 4 17 31 11 25 1107
internal_value=9.77395e-07 0.000345848 -0.000363954 -0.00108061 -0.00587074 -0.0101772 -0.000187277 0.000378591 0.000277185 0.00592972 -0.000298212 -0.000268084 -0.000691497 -0.0062432 0.000504291 0.00165446 0.00064389 -0.000710742 0.000500443 -0.000675172 0.000307991 0.00145813 -5.97039e-05 0.00043369 -0.0450381 0.0217382 -0.03087 0.000932559 -0.000152444 0.00034212
internal_weight=51.5959 26.5271 25.0688 11.8373 1.8606 1.23242 9.97669 9.40469 13.2315 1.16408 8.68944 12.0675 11.3604 1.73321 7.51365 5.26508 4.68487 4.0481 3.43982 2.89284 9.6272 1.82785 9.0902 7.92651 0.0860177 0.0409173 0.0244975 7.84049 6.73108 6.19903
internal_count=4034 1832 2202 624 71 55 553 538 1578 80 523 1498 1455 168 490 468 456 427 325 314 1287 167 1274 1236 60 52 48 1176 1143 1132
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 0 0 0 0 1 1 1 0 0 2 0 0 1 0 0 2 2 0 0 0 2 0 2 1
split_gain=0.00055463 0.00283982 0.00326804 0.00278322 0.00233745 0.00211383 0.00243443 0.0013413 0.00334358 0.00933151 0.00299795 0.0027237 0.00152391 0.00333553 0.00247316 0.00122464 0.00107775 0.00479543 0.00522092 0.00264911 0.00260264 0.00136885 0.0213449 0.0109758 0.00710617 0.0045823 0.00274121 0.0240986 0.00244359 0.0121232
threshold=0.34467530910000005 0.34485494450000004 0.47943175355000006 0.34488488370000009 0.4815274992000001 0.4784437592000001 0.47396784530000008 0.4778150355000001 0.47769527860000011 0.47736594710000008 0.34512439750000007 0.34503457980000002 0.34530403280000005 0.47817430615000006 0.47865333370000007 41.481306584950012 0.48119816770000007 0.48028502140000007 0.34575312120000007 0.48244064550000004 0.47943175355000006 42.686561923500008 42.940640897800002 0.48637765340000011 0.48797940185000005 0.50086823750000009 43.157831852650006 0.50706565670000014 47.709122305950011 0.3782970569500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 -1 8 9 11 -9 -5 14 -14 -12 -13 17 20 -19 -18 -15 -21 23 -23 -24 -25 27 -26 -28 -30
right_child=1 3 -4 7 -6 -7 -8 10 -10 -11 12 15 13 16 -16 -17 19 18 -20 21 -22 22 24 25 26 -27 28 -29 29 -31
leaf_value=-1.382536744094596e-05 -0.0099970464653511559 0.013108322492546993 -0.00029804935935154905 -0.019051422951325187 0.0051491018415960382 -0.0039910498365152494 0.0064270563627884265 -0.004217562958420228 0.0051520599860063561 -0.031331754925119401 -0.00089052865471084144 0.0050748401736822532 -0.007724938911443587 0.0016620727782369342 0.004561751299235332 -0.0014897348671726561 -0.0044738105041202871 0.012964328229747822 -3.791051890951017e-05 0.00019039027234999821 -0.0046024489648552377 -0.009196893577531803 -0.03206983407466258 -0.10185547163773462 -0.074038189202789206 -0.048530010755884666 0.00025570095912989772 0.029342916291822559 0.098508083135555563 -0.00057888113580964755
leaf_weight=3.8111420585673761 0.6173132649769133 0.16182439163821882 0.79454836808145046 0.065841400734583444 1.0641213982598854 1.0570136557039402 0.6936244573765008 1.758172198621877 1.5766290867177304 0.098229815208469629 1.545808858270447 0.58174480549272967 0.5776671252806399 1.6649190956204614 1.801522433714126 0.5555818333580711 1.4255757408830785 0.63669698318699353 0.5997060118141917 25.907981586203157 1.1022525962416692 0.051879065111279654 0.069613635979550614 0.027471928795421263 0.040780635550618505 0.038977960061741423 3.1183138453202699 0.050433281819351805 0.015151237095778813 0.066729123304086535
leaf_count=486 36 29 24 18 12 15 31 34 15 22 11 119 23 55 48 207 32 25 17 1841 34 3 31 7 6 39 467 36 6 305
internal_value=9.95836e-07 -0.000124904 -0.00453878 1.82257e-05 0.000855121 3.35646e-05 0.000977914 -3.06081e-05 0.00205536 -0.00169625 -0.000178844 0.000723274 4.44224e-06 -0.000188433 0.00204387 0.00186806 -6.33886e-05 0.00148012 0.00665771 -0.000263939 -0.000833286 -5.9719e-05 -0.00192209 -0.0436655 -0.000452456 -0.070576 0.000216255 -0.0168775 0.000703472 0.0177563
internal_weight=51.5773 44.9514 1.41186 43.5395 6.6259 5.56178 4.50477 43.3777 2.87803 1.3014 40.4997 1.20317 38.7415 35.3941 3.34733 1.13733 34.8165 4.00357 1.2364 30.8129 2.76717 29.3873 3.47935 0.118329 3.36102 0.0664499 3.29141 0.0912139 3.20019 0.0818804
internal_count=4034 3490 60 3430 544 532 517 3401 381 366 3020 344 2986 2927 59 326 2904 131 42 2773 89 2741 900 49 851 46 820 42 778 311
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 1 1 2 1 0 0 0 0 1 0 0 0 2 2 2 0 2 2 1 2 1 2 2 2
split_gain=0.000553614 0.00259045 0.00340474 0.00168041 0.00393973 0.00157412 0.00387759 0.0076561 0.00280997 0.00332205 0.0140454 0.00239404 0.0141305 0.00585441 0.00473229 0.00448784 0.00460069 0.00364537 0.00327247 0.00490107 0.00215893 0.00257714 0.00164086 0.00858166 0.0292008 0.00160622 0.00519157 0.0018874 0.00149477 0.00110914
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 40.750688432250008 0.54064249575000012 39.896141435400004 0.34467530910000005 0.34479506600000004 39.685256516350002 0.41804137600000008 0.50410167360000013 0.54562737640000014 0.5681267027500001 0.53866650695000018 0.34656148020000005 0.48271009850000007 0.47883296910000012 0.55769288345000012 40.137820134150012 40.583589072600013 40.340071172300007 0.47817430615000006 39.525197829750006 39.420767558750008 0.39045238170000002 38.903925214650009 0.41804137600000008 38.478081868400004 39.256147742250008 38.064633603500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 8 -7 -8 22 10 -10 13 17 14 15 16 20 -13 -16 -20 -9 -22 23 25 -25 27 28 29 -27 -1
right_child=-2 2 -4 4 -6 6 7 11 9 -11 -12 12 -14 -15 18 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.000980985408916577 -0.00033642537519890944 0.0095744928504014268 0.00074661554819960643 -0.0094056053644034007 5.3215554263490869e-05 0.0088846628739385619 -0.0098042270843395948 -0.0035642773490844612 -0.037105532635363057 -0.001650956354335793 0.0089859328739243117 0.021231888923192721 0.0006922523377815128 -0.0059086887516904742 0.011797328667612657 -0.0024075932666931333 0.006598162335091232 0.059312432641247109 -0.00042321981466383147 0.01104343147885919 0.0076456642398905587 -0.0023527289471273923 0.004534409048344022 -0.06533634898010908 0.0093821925494112866 0.014089078585338734 -0.0041252338568485902 -0.0056368788419972893 0.005114565004705203 0.0018347052300282407
leaf_weight=4.4367959899828406 25.03684182700669 0.67543631035820695 1.237037563534187 0.61277391815003612 1.5648742061283796 0.60344259669704925 0.65909178927540679 1.0626228690143724 0.14090268168365527 0.50287717325555326 0.12455998891391573 0.047113970542341899 0.52253018959504871 1.1161764750431764 0.63307843488952009 3.0615898319520056 1.7029808310326187 0.053894223000497732 1.1284267382215061 0.55661486507761848 0.53811981361991434 0.49487708206288517 0.69566036347904692 0.086306906598566324 0.13276171726246844 0.28248490580625663 0.58530989269766565 0.67842669489609075 0.54105673398589715 2.0432673114788518
leaf_count=817 2202 35 74 23 45 32 6 12 17 24 25 16 85 24 23 19 24 26 49 12 54 4 47 11 36 43 65 78 15 91
internal_value=8.32212e-07 0.000319215 0.00386439 4.36995e-05 -0.00260843 0.000301174 0.00106965 0.000662305 -0.00061201 -0.00642842 -0.0154786 0.00129414 0.00731092 0.000929704 0.00176132 0.000441383 0.0027376 0.0415503 0.00566752 0.00336453 -0.000399648 0.00285574 -0.000140701 -0.000510851 -0.0200548 -1.1108e-05 0.00307533 -0.000618545 0.00819293 -9.31532e-05
internal_weight=51.5579 26.5211 1.91247 24.6086 2.17765 22.431 12.1806 11.5771 10.2504 0.76834 0.265463 10.918 0.623538 10.2945 9.17831 6.86019 3.7986 0.101008 2.31812 1.68504 2.09562 1.033 9.48207 8.78641 0.219069 8.56734 1.40885 7.15849 0.823542 6.48006
internal_count=4034 1832 109 1723 68 1655 386 354 1269 66 42 348 127 221 197 113 94 42 84 61 70 58 1203 1156 47 1109 123 986 58 908
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 0 2 2 1 2 1 0 0 2 2 2 1 1 1 2 1 0 2 0 0 1 0 0 0
split_gain=0.000492651 0.00250265 0.00523062 0.00405833 0.00562814 0.0036708 0.00319424 0.00416196 0.00204589 0.00773938 0.00228179 0.00272304 0.0115261 0.00214613 0.00197113 0.00152304 0.00216742 0.00221043 0.0087264 0.00418015 0.0139203 0.00794247 0.0024618 0.00472765 0.00711488 0.0035662 0.00362889 0.00963266 0.0310706 0.026873
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 40.137820134150012 40.040005255000004 0.4778150355000001 40.377444152000002 39.896141435400004 0.34554354660000003 39.685256516350002 0.41804137600000008 0.50410167360000013 0.50278434775000014 40.583589072600013 40.633548727200008 40.720231579350006 0.34479506600000004 0.34452561300000012 0.34518427590000006 42.233786329550007 0.34509445825000007 0.48797940185000005 41.319407281650008 0.48068920095000006 0.48537468940000006 0.3459626957000001 0.48244064550000004 0.48098859315000003 0.48068920095000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 8 -3 -8 10 -10 -1 12 -12 -11 -2 -16 -17 18 -18 20 21 -19 23 24 -21 26 -25 28 29 -28
right_child=14 2 -4 -5 -6 -7 7 -9 9 13 11 -13 -14 -15 15 16 17 19 -20 22 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0001273614346632012 -0.0062102835782457148 9.8249556642801095e-05 -0.0023751932374206576 -0.0070862703402268315 0.009456884138145983 -0.0078655549435710983 0.0022772684688386244 0.011065052493949809 -0.004521469499564822 0.0038941671587962054 -0.033773300282353168 -0.001484170568031888 0.0080945453878621138 0.011293207796975679 0.0050356643212590407 -0.0061545401590022419 0.00011798791467522486 -0.016093660726087197 0.012575755476666471 0.00013260607387940131 0.0080457604906334756 -0.0031555956502578569 -0.0010338422957539494 0.00016609317230471953 0.010190315438842409 0.0067135446273908052 -0.031103671086671159 -0.0024266935722097299 -0.065871330729929886 0.10090453567847602
leaf_weight=9.478423359999125 0.5438640249651624 1.0165414731750382 1.5430048692903708 0.81832949883433848 0.62209036090475045 0.6078585341475663 1.0255396650845798 1.1358438134993774 0.97027668161535929 1.0264973319958128 0.13940792874200281 0.50342059105836401 0.12445498997794857 0.63422702010534937 0.55884275121923366 0.60575146709901417 3.8894570521675176 0.8131193500921684 0.65730653208015599 1.6057719182886683 0.68263661457808655 1.1392860465625743 11.980151244024292 6.2355894165319095 1.2515311001043299 0.68595139346231082 0.03620167470660085 1.0949005207730804 0.092626757628750056 0.026864893734455109
leaf_count=1203 16 12 36 45 31 30 14 29 5 5 17 24 25 53 14 81 309 30 39 21 42 19 1411 288 31 30 155 10 8 1
internal_value=1.00393e-06 0.000394945 0.00240176 -0.000239832 0.000157331 -0.00027169 0.00472115 0.0068954 8.67867e-05 0.0025742 -0.000551959 -0.0057971 -0.0140257 0.00671984 -0.000241609 -0.000138084 -0.000231966 -0.000113138 0.00191896 -0.000473425 -0.00424618 -0.00854392 -4.1372e-05 0.00103665 0.004538 -0.000187564 -0.000819905 -0.0057362 -0.02901 0.0251288
internal_weight=51.5458 19.6459 4.72093 14.925 14.1067 13.4846 3.17792 2.16138 12.8767 2.631 10.2457 0.767284 0.263863 1.66072 31.8999 31.356 30.7971 30.1914 4.54676 25.6446 2.63504 1.95241 23.0096 11.0294 2.8573 8.17213 7.48618 1.25059 0.155693 0.0630666
internal_count=4034 1529 91 1438 1393 1362 55 43 1332 63 1269 66 42 58 2505 2489 2475 2394 348 2046 91 49 1955 544 52 492 462 174 164 156
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 2 1 0 0 2 2 1 1 0 1 1 1 2 1 2 2 2 2 2 2 2 1 0 1
split_gain=0.000467944 0.00442435 0.00247208 0.00213822 0.0129478 0.0457143 0.00483554 0.0386356 0.0149698 0.0115816 0.00741179 0.00443461 0.00413968 0.0032647 0.00418688 0.00210612 0.00186359 0.0120555 0.00636493 0.00410172 0.00407052 0.00376047 0.00814165 0.00725737 0.00305586 0.00478362 0.0105273 0.00677243 0.00198429 0.00177649
threshold=41.919251152600005 42.006870117350005 41.898943182100005 0.34641178410000012 42.47354681640001 0.34521421515000011 43.077238082650005 0.34542378970000004 0.48351845755000006 0.48119816770000007 42.824128352900011 42.094663496250007 0.34527409360000011 0.34524415440000006 0.39718870690000002 0.34587287805000005 0.34551360740000009 0.34560342505000002 41.535369675400013 0.34515433670000012 41.32819714970001 40.137820134150012 39.664548207900005 39.337369931850013 40.563919884450009 40.80591513400001 40.720231579350006 0.34521421515000011 0.48098859315000003 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 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 5 -3 7 10 9 -9 -6 -5 13 14 -8 -7 18 -18 20 -20 21 22 23 -1 -23 26 -26 28 -27 -19
right_child=1 3 -4 11 6 15 12 8 -10 -11 -12 -13 -14 -15 -16 -17 17 29 19 -21 -22 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-9.9739587602259617e-05 -0.0089773784447686363 0.0015203061473926366 0.0067892108158991056 0.0068909885708469971 -0.0096386079464796538 -0.061589341948374926 0.00069497734359761146 0.021375046948803947 0.022429478084993917 0.10110364382238493 0.0061613041157681297 5.3282225286896156e-05 -0.0095189712018796634 0.0070056100899368867 -0.0067516066400325611 -0.042301441524987937 -0.014060765204408625 0.0039685307641700888 0.0020782004119772662 0.01354737606844361 -0.0048784882073115553 0.0047547739479432876 -0.0090103142407916125 0.020653166425541731 -0.014755705871954955 0.0022046308187998113 0.0044404074872996168 0.0070877510012625385 -0.0047624631417223905 -0.00027086638628554839
leaf_weight=2.0652849532909974 0.58646306161391848 0.58588617985904079 0.5604146852741313 1.1041302297219324 0.5825779544127021 0.10611833158883144 2.7934642558248046 0.026105627589934843 0.11996529018506408 0.060314588830806315 0.60547370571170944 6.7289229258611982 0.54734088586303897 0.53739372827112664 1.0347295314556957 0.12135259350179695 0.63368706335313874 1.0386180513305614 0.62161565973421662 0.62566937552765012 1.3355743041769859 2.9105797911979607 1.0679518971555806 0.18347862271912152 0.56156052821402347 0.68918478229903013 0.58153682408199359 1.6397179649447935 1.0047776610590515 20.46407655972606
leaf_count=226 70 43 15 33 55 35 112 38 18 52 29 1143 79 5 102 7 25 6 33 12 38 42 24 18 67 41 11 25 9 1621
internal_value=1.43118e-06 -0.00045715 0.000199478 -0.000123001 -0.00137716 -0.0132518 0.000154108 0.00535131 0.045288 0.0770194 -0.00158641 0.00101711 -0.00132101 -0.000293184 -0.00131777 -0.0512995 9.52252e-05 -0.000466714 0.00103143 0.00783143 0.000326965 0.000976462 -0.00182082 0.00159351 0.00223237 0.00059242 -0.00498992 0.00250657 -0.00192792 -6.6096e-05
internal_weight=51.524 15.5402 35.9837 14.9538 7.12072 0.813357 6.30737 1.39444 0.206386 0.0864202 1.18805 7.83305 4.91293 4.36559 3.82819 0.227471 35.4233 22.1364 13.2869 1.24729 12.0396 10.7041 3.31672 2.24876 7.38736 4.47678 1.1431 3.33368 1.69396 21.5027
internal_count=4034 1821 2213 1751 575 85 490 192 108 90 84 1176 298 219 214 42 2198 1652 546 45 501 463 268 244 195 153 78 75 50 1627
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 1 2 0 2 1 0 0 0 1 2 2 0 2 2 0 1 2 0 0 1 2 0 2 1
split_gain=0.000529474 0.00197713 0.00331688 0.00235271 0.00173077 0.00138314 0.0143547 0.0167888 0.00321294 0.0061954 0.00211446 0.00127696 0.00216047 0.00106225 0.00272756 0.0158176 0.00132912 0.000825757 0.00375446 0.00544347 0.00725053 0.00364727 0.00621251 0.00169626 0.00586031 0.0012313 0.000993624 0.0131139 0.00274672 0.0156592
threshold=0.34467530910000005 0.34485494450000004 0.47769527860000011 0.34488488370000009 0.4815274992000001 0.47700667645000011 0.34548366815000003 42.686561923500008 0.4778150355000001 41.385032804600009 0.34512439750000007 0.4784437592000001 0.47396784530000008 0.47865333370000007 0.3453339720000001 42.094663496250007 41.257403903850005 0.48119816770000007 42.198888176300009 40.413896136950008 0.48028502140000007 0.34569324270000007 41.218101594450012 0.4815274992000001 0.48271009850000007 0.34575312120000007 42.006870117350005 0.4871261339500001 41.243661560350013 0.34623214870000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 11 6 7 -5 9 -7 -10 12 -1 16 15 -15 -12 18 19 -16 -21 22 -19 -23 -25 -26 28 -28 -27 -30
right_child=1 3 -4 5 -6 8 -8 -9 10 -11 13 -13 -14 14 17 -17 -18 21 -20 20 -22 23 -24 24 25 26 27 -29 29 -31
leaf_value=-6.5352271655388594e-05 0.0021949662426322498 0.012092517730869503 -0.0077173953352410399 -0.10290709432574291 0.0045415869754661846 0.0004199869730891929 -0.0003696834807492368 0.032910991640510222 -0.0035760927562699138 0.011946008977128353 -0.0046622503613139221 -0.0029897336765482944 0.0060154230205091003 0.015803661863565653 -0.0014956472971814558 -0.0034250478072331138 -0.00010485368597349945 -0.00062790647647068812 -0.0036420286894126167 0.00020634562174810225 0.015251955987715313 -0.0050662758975378508 -0.011884764817548854 0.0097882143266396562 -0.0047968308463711062 0.00026959468098739349 0.028934971731479998 0.00039128818113481635 0.00063622580110917924 -0.014678544508442146
leaf_weight=3.8108762948214538 0.55791772990087796 0.16026360529258354 0.85477834503399208 0.029366647437268467 1.0593275579158214 1.6690924453141627 0.51197730779046868 0.013188817601161418 1.7629424954220727 0.64716878551644175 1.0824582412606027 1.0608610451095044 0.69010076593434622 0.69014258704556297 1.1409380985056037 1.1254112426540812 1.565291553143197 1.5964180918526971 1.0446427859465641 0.61842627552687168 0.66440185725514311 0.63313977018696377 0.70756317637278687 0.61915948709832491 0.53585174214096198 14.817401125315051 0.16436669976210794 7.7608690263999236 3.0555273713544011 0.85432653687410587
leaf_count=486 28 29 32 87 12 19 175 35 34 65 17 15 31 25 20 27 33 22 50 28 17 7 40 60 4 1322 16 1066 16 216
internal_value=2.15737e-06 -0.000120991 -0.00380269 -1.34274e-06 0.000836942 -4.60946e-05 -0.00500827 -0.0608143 1.8264e-05 0.00364038 -0.000189202 0.000131343 0.000866967 -3.48209e-05 0.00010725 0.00388432 -0.00196802 -9.31844e-05 0.0013695 0.00352946 0.00799876 -0.000258195 -0.00408494 5.18105e-05 0.000168343 -5.07306e-05 4.46904e-05 0.000983274 -0.000352511 -0.00271014
internal_weight=51.5042 44.883 1.4127 43.4703 6.62117 43.3101 0.554533 0.0425555 42.7555 2.31626 40.4393 5.56184 4.50098 38.6763 36.0286 1.81555 2.64775 34.213 3.46841 2.42377 1.28283 30.7446 2.30398 28.4406 27.8075 27.1883 26.6525 7.92524 18.7273 3.90985
internal_count=4034 3490 60 3430 544 3401 297 122 3104 84 3020 532 517 2986 2936 52 50 2884 115 65 45 2769 62 2707 2700 2640 2636 1082 1554 232
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 2 0 2 1 1 2 2 2 0 2 2 2 0 1 2 0 2 2 0 2 0 2 1 0
split_gain=0.000521326 0.00214264 0.00181512 0.0021209 0.014542 0.0260905 0.0216808 0.0183496 0.00775307 0.005552 0.0052704 0.029695 0.0103423 0.00463691 0.0147202 0.00695672 0.00577104 0.00500209 0.00410596 0.00313521 0.00934445 0.0192756 0.00348197 0.0125452 0.00475395 0.0248625 0.00358729 0.00614615 0.00458105 0.00580319
threshold=40.633548727200008 40.583589072600013 40.563919884450009 0.39072183470000005 0.53544804050000006 0.52770875125000016 39.110279783550006 0.52863686715000002 37.828051409500013 0.39019789825000006 0.38052752915000004 39.337369931850013 37.445036092900004 40.241071441700008 0.47976108500000009 40.206947806850003 40.523311941050004 40.137820134150012 0.51505942935000004 0.36533337325000009 39.337369931850013 0.50086823750000009 36.893814626400008 35.171584490050009 0.50008981770000005 36.491284729650012 0.47997065955000012 39.792680591700012 0.34479506600000004 0.47817430615000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 -5 -7 -9 10 13 12 -12 15 -15 17 -16 18 19 22 21 -21 23 -1 25 -25 28 -28 29 -24
right_child=-2 -3 -4 4 -6 7 -8 8 -10 -11 11 -13 -14 14 16 -17 -18 -19 -20 20 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00025907770812949192 -0.0002591621811984986 0.0064660996687714266 -0.0054716079738682073 -0.10601994107925464 -0.00015145197147406955 0.051465433386323867 0.0078751144518688383 0.0044167571650149092 -0.050749538529795239 0.0095259098853129383 -0.008885972322728905 -0.046797575583226329 0.033826759538266221 -0.00081241745466589799 0.019542742285127833 -0.010703580072531645 0.0054743134903885715 0.0092156460814938508 0.0076954108531748257 0.0093554151234004797 0.011747415363586238 -0.042051596999843316 0.0017533677592119928 0.066543402568366425 0.049634310905017243 -0.10117149530574443 -0.012275067197403412 -6.1653446363612509e-05 0.0080948395174775013 -0.009937903157928937
leaf_weight=0.5111455921625282 30.745238788702753 0.56449171018709776 0.54525645872808937 0.055838069145539015 7.6258172266101392 0.04601005460426677 0.023853106651038569 0.04845444497543383 0.053719611840278958 0.75436998321674842 0.11947985371807668 0.14286887434718665 0.10787043999880552 2.1058443793781412 0.64204350941326971 0.59390826802700747 0.53418110683560371 0.61080099508399133 0.58554871944943432 0.13053914584452275 0.14324396746815182 0.16530408858147894 1.5599714224229622 0.024869150972790521 0.080423834268003702 0.013712716569178607 0.69114732165104431 1.0202653836458919 0.66084551163886107 0.58332210953813035
leaf_count=128 2475 14 16 49 721 11 33 21 34 28 29 20 17 24 37 6 6 14 13 21 24 28 82 57 7 8 51 10 40 10
internal_value=2.21089e-06 0.000389578 0.000219606 0.000377645 -0.000895293 -0.0257878 -0.071929 -0.000973833 -0.0245878 0.00122619 0.00065841 -0.011071 0.0113799 0.00106588 0.0041927 -0.000325629 0.0131536 0.000583296 -0.000271219 -0.0011065 -0.00921755 -0.0193685 -0.000414373 0.00654906 0.0357909 0.00693439 -0.00138613 -0.00499399 0.00081581 -0.00142855
internal_weight=51.4904 20.7451 20.1807 19.6354 7.85369 0.227875 0.0796912 0.148184 0.102174 11.7817 11.0273 0.370219 0.22735 10.6571 3.28207 7.37505 1.17622 6.78114 6.17034 5.58479 0.439087 0.295843 5.1457 0.630151 0.119006 0.0385819 4.51555 1.71141 2.80414 2.14329
internal_count=4034 1559 1545 1529 869 148 82 66 55 660 632 66 46 566 67 499 43 493 479 466 73 49 393 200 72 65 193 61 132 92
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 0 2 2 2 2 2 1 0 2 1 2 1 2 1 1 2 2 0 1 1 0 0 2 1
split_gain=0.000608849 0.00262446 0.00285192 0.0175997 0.00941555 0.0128636 0.012196 0.00305479 0.00445073 0.00367347 0.00239746 0.00502518 0.00235547 0.00378194 0.00561304 0.00283261 0.00138571 0.00103869 0.00102915 0.00176099 0.019626 0.0262576 0.0360894 0.00709511 0.00243068 0.0045745 0.00429293 0.00292876 0.0030923 0.00657712
threshold=38.064633603500006 37.828051409500013 0.36359689830000008 0.50410167360000013 0.49336846205000007 0.34440585610000002 0.47396784530000008 37.311503175250003 37.198331469900005 35.171584490050009 37.311503175250003 36.364346611650006 0.37668033890000002 0.52366695610000014 36.79544512155001 0.36491422415000008 34.41230404325001 0.33992994225000006 40.633548727200008 0.39591628995000006 0.3782970569500001 39.749124837650008 39.420767558750008 0.53833717555000005 0.3453339720000001 0.34548366815000003 0.47943175355000006 0.47943175355000006 40.241071441700008 0.35651627195000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 16 11 -7 15 14 -14 -4 17 -1 19 20 24 22 -22 -21 26 -26 -2 -27 29 -29
right_child=18 -3 12 -5 -6 10 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 23 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.028347070889091275 -0.00062668976231402889 -0.0073842920386458788 0.00034195170169202095 -0.10206760908654866 0.10017208499716111 -0.10020465225819244 0.10026648818600054 -0.10010616846393475 0.10005671146745088 -0.072052764562725052 -0.10194860395178901 0.063087040735667663 0.00049823257041167344 -0.00021294779580431934 -0.035633757705699036 0.012193577441075354 0.068807178527979393 -0.10006162343974126 -0.00023321018958175196 -0.0081354862553517076 0.027353120551969798 0.04451471727436556 -0.032690383512523631 0.00090331820151347243 -0.0092395743776841066 0.0043164941011432992 0.0050351546669406798 -0.0015697955337315901 0.0013480419582965735 -0.021806165813020754
leaf_weight=0.0014759284722547028 3.2508445525550549 0.58094629496947892 0.53100011034985106 0.01934406952932477 0.0092332214408088475 0.0044071735191217242 0.013850051621147941 0.0038962685596288784 0.0034260649699717751 0.0079612168234985958 0.011934516311157495 0.0032926350985991171 0.097723282130730005 2.7279078911822023 0.076771056799771031 0.32515207385296208 0.0037511705158976838 0.0010990029250024236 30.749676399683153 1.0302737929888959 0.24733411585458576 0.24151177691965131 0.16816367436695145 5.5284666861184562 0.64866478811018202 1.0346804604435393 2.2773119484190829 0.61568608506831868 1.0285946678941398 0.21729291704963316
leaf_count=62 93 51 15 2 13 61 8 13 2 35 3 10 31 436 15 44 12 4 2475 64 40 23 23 328 17 17 30 23 29 55
internal_value=1.75157e-06 -0.00111994 -0.000172765 -0.0184327 0.00671742 -0.00894467 0.0270111 -0.0199397 -0.00230612 -0.0268525 -0.073881 -0.0303769 0.000233731 -0.00112591 -0.0153985 0.004843 0.0300308 -0.0264589 0.000107227 0.000749898 0.00160356 0.0182933 0.00305182 -0.000516534 0.000395005 -0.00164896 0.00170569 5.10847e-05 -0.00231967 -0.0068487
internal_weight=51.4617 4.42317 3.84223 0.0836713 0.0643273 0.055094 0.0354597 0.0216097 0.0177134 0.0142873 0.0196343 0.00769981 3.75855 2.9024 0.174494 0.856152 0.0063261 0.00257493 47.0385 16.2888 9.73008 0.65701 0.415498 6.55874 9.07308 3.54492 5.52816 2.89625 1.86157 0.832979
internal_count=4034 817 766 225 223 210 136 128 115 113 74 71 541 482 46 59 78 66 3217 742 350 86 63 392 264 141 123 124 107 78
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 1 2 0 2 1 1 1 2 2 0 0 2 1 1 2 0 0 2 0 2 1 1 1 1
split_gain=0.000530473 0.00195957 0.00334296 0.00163591 0.00160507 0.0011157 0.0127132 0.0154104 0.00270875 0.00505437 0.0016282 0.00109241 0.00337155 0.00286713 0.00169373 0.00102575 0.00157428 0.00912801 0.00214672 0.00369426 0.00249705 0.00131633 0.0022006 0.000880944 0.0107255 0.0021081 0.012629 0.0734466 0.036506 0.0206548
threshold=0.34467530910000005 0.34485494450000004 0.34479506600000004 0.34488488370000009 0.47736594710000008 0.47700667645000011 0.34548366815000003 42.686561923500008 0.4778150355000001 41.385032804600009 0.34512439750000007 0.34530403280000005 0.34542378970000004 41.50623664750001 41.806790701050012 0.47817430615000006 0.47976108500000009 40.040005255000004 0.34566330350000002 0.34575312120000007 40.720231579350006 0.48200652675000005 0.48271009850000007 42.006870117350005 0.4871261339500001 41.243661560350013 0.34623214870000002 0.37003383130000006 0.4019490434500001 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 7 -5 9 -7 -10 13 14 -12 -13 -14 17 -17 20 -20 -18 -21 -23 25 -25 -24 -27 -28 -29 -30
right_child=1 3 -4 5 -6 8 -8 -9 10 -11 11 12 15 -15 -16 16 18 -19 19 21 -22 22 23 24 -26 26 27 28 29 -31
leaf_value=-0.00027330741843640416 0.00015185321763782738 0.010136349415597413 -0.0098064035752740975 -0.1026241580411273 0.0030208133581899419 0.00044664924395711723 -0.0002815139901328287 0.029987609303820911 -0.0031407293006255085 0.010884524534912609 0.0046661873453869157 -0.0080716924773264406 0.0044347663914955692 -0.0012005337714509963 -0.0018638197407110976 0.0059009852279471291 -0.0010891984564439846 -0.012257524690507572 -0.0056155403229982874 -0.0040469551748326662 0.0051792620340775043 0.0062362542275765194 0.00022280012859768404 0.026320520513480539 0.00040137374619565822 0.00062190285640654802 -0.067047757786737938 0.011565765917006806 -0.10176526644071296 0.00064141122153904117
leaf_weight=4.3865669234569529 0.85135814219915673 0.15856025412858699 0.55808453430642646 0.026649591698107544 2.231689085898779 1.6695624712447164 0.51225256133773345 0.013056044802766564 1.7671390495621668 0.64243133360560012 1.6442660339962452 0.74116498121293162 0.51997254054184949 1.6884114240356209 1.0798066114293758 0.52135453815571853 1.0272762705572049 0.59024150600362191 1.1914144412439807 0.75553585947597923 1.6662502827211936 0.58790726140270777 14.778596745358632 0.16300621122445047 7.7613511693092656 3.0552380438894033 0.19504235299609707 0.58078449219237882 0.048182912913318887 0.03331219850920375
leaf_count=508 44 29 16 87 36 19 175 35 34 65 24 22 13 35 26 5 9 53 30 31 46 56 1322 16 1066 16 24 58 15 119
internal_value=1.76249e-06 -0.000121619 -0.00379123 -2.49755e-06 0.000837477 -3.96591e-05 -0.00450682 -0.0590186 1.80742e-05 0.00334701 -0.00017245 -3.66627e-05 -0.000200068 0.00169397 -0.00439052 2.78806e-05 -4.16514e-05 -0.00374092 8.74815e-05 -0.0001621 0.00278855 7.02869e-05 0.000184637 5.09639e-05 0.000934538 -0.000323639 -0.00238766 -0.0131128 0.00277109 -0.0599052
internal_weight=51.4465 44.8282 1.40944 43.4188 6.61826 43.2602 0.551958 0.0397056 42.7082 2.31199 40.3963 38.6291 35.2964 3.33268 1.82097 33.4755 32.9555 1.1116 31.8439 29.1504 2.69353 27.959 27.2034 26.6155 7.92436 18.6912 3.91256 0.857322 0.66228 0.0814951
internal_count=4034 3490 60 3430 544 3401 297 122 3104 84 3020 2986 2927 59 48 2879 2866 58 2808 2753 55 2723 2692 2636 1082 1554 232 216 192 134
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 0 2 1 2 0 0 2 2 2 2 2 2 2 0 1 1 0 2 2 0 1 1 1 2
split_gain=0.000510071 0.0020796 0.00239382 0.00214782 0.0172924 0.0128059 0.0127215 0.0111919 0.0136819 0.0266436 0.00273591 0.00393283 0.00207821 0.000959742 0.00181782 0.00294262 0.001893 0.00162605 0.0016732 0.00243282 0.00315014 0.0117665 0.0154209 0.00541968 0.00368818 0.00303392 0.00191606 0.00286316 0.00847835 0.0103783
threshold=38.064633603500006 37.828051409500013 37.627645350900004 0.50086823750000009 36.893814626400008 0.51191581090000016 0.5231430197000001 35.782584506850007 0.36533337325000009 36.491284729650012 0.53928026105000015 0.54429508100000012 37.038444968100009 40.633548727200008 40.80591513400001 40.750688432250008 40.720231579350006 40.583589072600013 40.563919884450009 0.5398790455000001 0.42651417625000004 0.45036076765000005 0.55974372025000008 38.400997490450003 40.340071172300007 0.56859076075000015 0.41714319930000004 0.39591628995000006 0.3782970569500001 39.749124837650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 -1 9 -9 -8 -12 -6 17 15 16 -15 18 19 26 23 22 -22 -21 -25 -23 27 28 -2 -30
right_child=13 -3 -4 5 12 6 10 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 21 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0038591321878758398 0.00091504770519673466 -0.0065846950457139333 0.014946103699283848 -0.026568413318755885 0.034230750495399323 0.028688516587376589 -0.0074895562350680489 0.089847839406005284 -0.078970264125240525 -0.10105937206706272 0.0072941026879553856 -0.0025251457976810669 0.069428516203269577 -0.0053750247991271316 -1.8042273257321621e-05 -0.0094458048694198906 0.0016338742323576076 0.0060021856101237104 -0.0049096498826626438 0.0038872115441097189 0.075573253984063005 -0.017975027773792715 -0.018803942476401155 -0.013532929773893494 -0.0022734447651129278 0.0017783010048885188 0.0053325833998812827 -0.0020654554042185982 0.0038771553248808164 0.031482351496961915
leaf_weight=0.57328531645778946 8.5342829712992483 0.58415128130043603 0.10185094498460223 0.19458410163145989 0.032121617788511525 0.14610601554886704 0.61145450418575498 0.017754387507238789 0.03795460844412446 0.012427778667800649 0.55854806310753757 1.5122783194972444 0.035110873777284723 0.60692876075326219 28.52227451178306 0.53596549404630156 1.0554822828269153 0.56225472491974038 0.54600173354902004 0.5267887090230946 0.047221114121725694 0.090397122746139758 0.027335283259418475 0.62922897744419948 0.54109342739684507 0.55593549259166242 1.0670761368076149 2.5384880210027374 0.40773540368270467 0.2044943516375497
leaf_count=150 249 51 46 24 13 34 61 45 6 8 19 332 28 81 2364 15 15 14 16 9 31 39 25 41 9 152 12 62 61 22
internal_value=7.78804e-07 -0.00102656 -0.000179602 -0.000592443 0.00436262 -0.00175402 -4.68728e-05 -0.000694787 -0.0390103 0.0112401 -0.00161211 0.000123325 0.0526121 9.73425e-05 -0.000231602 -0.00300238 -0.000925001 0.00071813 0.000529089 0.00072484 -0.00218335 0.00335471 0.0409709 -0.00453578 -0.00832716 -0.000984431 0.00127628 0.000905859 0.00173051 0.0130977
internal_weight=51.4166 4.41763 3.83348 3.73163 0.708655 3.02297 2.82839 0.641422 0.0681368 0.0301822 2.68228 2.07083 0.0672325 46.999 30.7207 2.19838 1.66241 16.2783 15.7161 15.1701 2.418 0.720889 0.0745564 1.69711 1.17032 0.646333 12.7521 11.685 9.14651 0.61223
internal_count=4034 817 766 720 250 470 446 209 59 53 412 351 41 3217 2475 111 96 742 728 712 306 247 56 59 50 191 406 394 332 83
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 1 1 1 0 1 2 1 0 2 0 0 1 1 1 1 1 2 1 0 1 0 1 2 1
split_gain=0.000459511 0.0046245 0.00184266 0.00125404 0.00842694 0.0248669 0.038574 0.0172413 0.0136587 0.00676893 0.00580529 0.00489653 0.00427957 0.0032185 0.00313777 0.003455 0.00248654 0.00209124 0.00763431 0.00231857 0.00302385 0.0040453 0.00883622 0.0444252 0.0148977 0.0180151 0.00824656 0.0067885 0.00339227 0.00159612
threshold=41.436838994450007 41.535369675400013 41.385032804600009 0.48200652675000005 0.34566330350000002 41.646178195200001 0.34584293880000011 0.34608245260000009 0.34656148020000005 0.48271009850000007 0.34536391125000004 41.872294782850005 0.35807311160000005 0.47736594710000008 42.824128352900011 0.47997065955000012 0.4815274992000001 0.34494476210000008 0.3453339720000001 0.34575312120000007 0.34608245260000009 0.34641178410000012 42.006870117350005 0.34739977845000009 0.5054040298000001 0.42039160505000012 0.55769288345000012 0.46476153410000004 42.094663496250007 0.34674111555000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 10 -6 -7 -8 -9 -5 11 13 -10 -3 16 -16 -13 -11 -19 -20 -21 -22 23 -23 -25 -26 -27 -28 -24 -30
right_child=1 3 -4 9 5 6 7 8 12 17 -12 14 -14 -15 15 -17 -18 18 19 20 21 22 28 24 25 26 27 -29 29 -31
leaf_value=0.00013131733340574048 -0.008207390232740629 0.001168058810126266 0.005705234005703331 -0.011265493589070202 -0.042411803007048408 0.061275643449697041 -0.039161740066673612 0.074731382948335187 -0.10040803516360858 -0.0045495757181566341 -0.0092412587420710492 -0.0093672249677760333 0.013861742054779991 0.011511706372170931 -0.0002486653017639519 0.008345627954893034 8.7768424164687834e-05 0.021142128846245958 -0.0061606410905012156 0.0053249133190442803 -0.0060475540589504549 -0.10466538038109237 0.006048540338669286 0.058173694125332048 -0.10058468116702989 0.072954811338950404 -0.10015222061649719 0.079159463635991856 -0.0051960842263947286 0.00050273216406861794
leaf_weight=30.971006394753189 0.72643226781362713 0.55160850111013171 0.6046744341966378 0.57527353336990827 0.05986543931067001 0.15920661206945397 0.083653825278446448 0.030733978572129672 0.0070123391303802407 0.99345865426584978 0.59100902178019588 0.59456900313124428 0.0061535339964950975 0.66165224218275398 2.848400910761081 0.55967445741407562 0.52264507487416267 0.17203186906408419 0.5946601340547194 1.0572832277975965 1.0874691535136642 0.045970765873789454 1.0965754552520364 0.043575230825808831 0.018182432564003648 0.016201847017551785 0.006671210404959993 0.003088931895385949 0.53390644304454404 6.1830365658208644
leaf_count=1948 46 28 16 57 2 38 23 40 15 6 68 115 97 13 241 8 3 15 19 9 9 2 31 15 34 11 19 63 4 1039
internal_value=1.1238e-06 -0.000376151 0.000238058 -7.836e-05 0.00102705 0.016209 0.0284469 -0.0125283 0.0382233 -0.000672205 0.000195643 0.00116754 -0.047 0.00680897 -0.000344962 0.00116269 -0.00494407 -0.000158031 0.000243751 -9.26683e-05 0.000264882 -0.000327268 0.000455476 -0.0250362 0.0166946 -0.0242497 0.0292113 -0.0434029 0.000891643 4.97531e-05
internal_weight=51.4057 19.83 31.5757 19.1036 6.67618 0.346626 0.28676 0.127554 0.0438999 12.4274 6.32956 5.73855 0.0131659 1.21326 4.52529 3.40808 1.11721 11.8521 10.8587 10.6866 10.092 9.03468 7.94721 0.13369 0.0877197 0.0441444 0.025962 0.00976014 7.81352 6.71694
internal_count=4034 2070 1964 2024 691 215 213 175 152 1333 476 408 112 41 367 249 118 1276 1270 1255 1236 1227 1218 144 142 127 93 82 1074 1043
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 0 0 0 1 2 0 2 1 2 2 0 2 0 2 0 1 1 2 2 0 2 1 0 0
split_gain=0.000483168 0.00180222 0.00298016 0.00135582 0.00134348 0.00109196 0.0023558 0.0025141 0.00091323 0.0111439 0.0143892 0.00212441 0.00410921 0.0014226 0.000802136 0.00567469 0.0057812 0.00350756 0.00950825 0.00246377 0.0117267 0.00380281 0.00235342 0.00234077 0.00149128 0.00182747 0.0383376 0.028809 0.0534151 0.0133971
threshold=0.34467530910000005 0.34485494450000004 0.34479506600000004 0.34488488370000009 0.34452561300000012 0.4815274992000001 0.47817430615000006 0.47396784530000008 0.47700667645000011 0.34548366815000003 42.686561923500008 0.4778150355000001 41.385032804600009 0.34512439750000007 41.319407281650008 41.605323437500005 0.48271009850000007 41.092444989200011 0.49830843385000007 41.965809985500009 0.48200652675000005 0.34524415440000006 0.34587287805000005 41.898943182100005 42.006870117350005 0.48537468940000006 42.719328117250008 0.34569324270000007 0.48119816770000007 0.48244064550000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 7 -1 9 10 -5 12 -10 -13 17 16 -16 -15 -19 20 -17 -21 -18 -22 -23 26 27 -26 -29 -30
right_child=1 3 -4 8 -6 -7 -8 -9 11 -11 -12 13 -14 14 15 19 22 18 -20 21 23 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=-3.1010276676749812e-05 9.048507033284778e-05 0.0092475351015539851 -0.0093107136141281441 -0.10238931107954502 0.0052883859692886923 0.0046719196303541526 -0.0043453256850820021 0.0068137252398742243 0.00035905592586614942 -0.00024699790777703393 0.028055920028747957 -0.0029247364156457854 0.0097980410826549597 2.9177860232406685e-05 -0.010080237522327755 0.014156621190223657 0.0046901095724660663 0.012765219296843273 -0.0031925542657323365 -0.0084122858891679184 -0.0027677818756623156 -0.0051412610620620806 -0.0043624046613894366 0.0048639687187227911 -0.1018139783581193 0.00086736461434446541 0.0023381384831961164 0.073823928996088042 -0.10601594783788422 -0.03070487945382518
leaf_weight=3.8104119961166907 0.85063682294662546 0.15788543411963374 0.55862578473429592 0.024253085181872303 0.60551366582876642 0.53200082201510657 1.0447827601774404 0.62458215382005722 1.6686706636392039 0.51215753112922846 0.012983151109068558 1.7701461692657776 0.63739496412199503 20.534865201820573 1.1714298310689639 0.69153941367403371 0.54213721110136226 0.77188555942848303 0.72323509257742113 0.5708332209683239 1.5870397636035529 0.54386127355746872 0.61067682138416579 0.53817679927044526 0.059948179749423569 8.3822648644172872 1.7029267318557684 0.043112740640253833 0.038052984513342381 0.062280326990730828
leaf_count=483 44 29 16 87 17 7 13 24 19 175 35 34 65 1363 13 30 19 35 55 20 87 21 65 32 24 1079 68 19 2 54
internal_value=1.13372e-06 -0.000116761 -0.00363611 -2.37126e-06 0.000798711 0.000346505 -7.34249e-05 0.000932937 -3.61775e-05 -0.00408724 -0.056907 1.60055e-05 0.00296798 -0.000152728 -2.55226e-05 -0.000551732 -0.00513269 0.000369655 0.00504596 0.00019702 0.00284546 -0.000457178 -0.000105252 -0.000835164 -3.79709e-05 0.000231792 -0.00256288 -0.0435968 -0.019267 -0.0592678
internal_weight=51.3843 44.767 1.40926 43.3578 6.61729 6.01178 5.47978 4.43499 43.1999 0.549394 0.0372362 42.6505 2.30607 40.3444 38.5743 16.5443 2.32424 22.03 1.49512 14.22 2.81676 11.4033 1.15281 2.12522 10.8324 10.2886 1.90632 0.203394 0.143446 0.100333
internal_count=4034 3490 60 3430 544 527 520 507 3401 297 122 3104 84 3020 2986 1533 97 1453 90 1436 149 1287 84 119 1267 1246 167 99 75 56
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 0 2 1 2 0 0 2 2 2 2 0 1 1 2 0 1 2 0 2 1 1 1 1 1
split_gain=0.000504842 0.00206325 0.00194014 0.00175278 0.0145362 0.0104419 0.0103916 0.00974831 0.0117065 0.0238111 0.00220669 0.00319732 0.00194108 0.000853842 0.00178099 0.0014822 0.00270547 0.00213083 0.00139686 0.00765133 0.0163929 0.0060931 0.0166513 0.00420353 0.00360053 0.00941485 0.00402287 0.0184555 0.00525739 0.00288253
threshold=38.064633603500006 37.828051409500013 37.627645350900004 0.50086823750000009 36.893814626400008 0.51191581090000016 0.5231430197000001 35.782584506850007 0.36533337325000009 36.491284729650012 0.53928026105000015 0.54429508100000012 37.038444968100009 40.633548727200008 40.583589072600013 40.80591513400001 0.53749887730000012 0.34554354660000003 0.34479506600000004 41.898943182100005 0.48351845755000006 0.34518427590000006 42.233786329550007 0.39718870690000002 41.319407281650008 0.3453938505000001 0.34560342505000002 0.35374689380000007 0.41911918805000009 0.44751654140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 -1 9 -9 -8 -12 -6 14 -2 16 17 -15 19 20 -17 22 -20 -21 25 -23 -27 -28 -29 -30
right_child=13 -3 -4 5 12 6 10 8 -10 -11 11 -13 -14 15 -16 18 -18 -19 21 23 -22 24 -24 -25 -26 26 27 28 29 -31
leaf_value=0.00346632345596708 0.00048393851115031213 -0.0065596114782901158 0.013456459478694569 -0.024067422124025763 0.031170823701903397 0.026025331099700729 -0.0067327589084046555 0.087913156856726626 -0.075585006908316543 -0.10095769991325546 0.0065826014529380738 -0.0022849832594545299 0.065669450728170153 -0.0020160621873106127 0.0062076606751434249 0.018750627109825127 0.00094529462279722043 -0.010648807606840895 -0.0097598062377913779 0.00073798399011000809 -0.0050715098626340684 0.014677598169687545 0.0084389750378193861 -0.008754561900617153 -0.00041896703104666314 -0.0040801115166834738 0.0175886908118057 -0.0083061712073179434 0.0070247648024100735 -0.0030035170166093036
leaf_weight=0.57184587813601329 15.710349688034523 0.58387900588747221 0.10160115627801758 0.19351365275112931 0.031752163054504123 0.14492769567095853 0.61351283204597562 0.016397529881487571 0.035810721106827259 0.011257655593432947 0.55582188000516941 1.5146036863151757 0.033534200604663056 0.60847391342962842 0.5631154735037861 0.67254015478106388 1.0534705726019948 0.53938308892700504 1.8906734838001313 2.7939391582647093 0.50634646019898355 0.57953778898866204 0.68488679377765027 0.55999792860486497 17.113599225798826 1.1056116539984944 0.65731586352922056 0.75790248825069273 0.62343512721679395 0.53055673914626666
leaf_count=150 728 51 46 24 13 34 61 45 6 8 19 332 28 63 14 62 30 18 46 147 12 11 42 123 1748 19 22 46 37 49
internal_value=4.14939e-07 -0.00102275 -0.000177468 -0.000549542 0.00395715 -0.00159421 -5.68895e-05 -0.000660367 -0.037843 0.0110291 -0.00146528 9.5589e-05 0.048891 9.64848e-05 0.000681998 -0.00021411 -0.00271412 -0.00607263 -2.08501e-05 0.00158885 0.00851872 -0.000325587 -0.00492043 -0.000846961 0.000228247 0.00283173 0.000963581 0.00313404 -0.00183552 0.00241418
internal_weight=51.3596 4.40846 3.82458 3.72298 0.700598 3.02238 2.82887 0.635312 0.0634659 0.0276552 2.68394 2.07043 0.0652864 46.9511 16.2735 30.6777 2.20133 1.14786 28.4763 4.53282 1.17889 23.9435 2.57556 3.35394 21.368 4.25436 3.67482 2.56921 1.91189 1.15399
internal_count=4034 817 766 720 250 470 446 209 59 53 412 351 41 3217 742 2475 111 81 2364 344 74 2020 88 270 1932 184 173 154 132 86
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 2 1 2 1 1 2 2 2 2 0 2 1 2 0 0 1 2 0 1 1 2 2 2 1
split_gain=0.000486561 0.00260478 0.00761504 0.00347592 0.00135986 0.00596524 0.0526082 0.00577342 0.012688 0.0397902 0.033672 0.0648156 0.0356675 0.0237154 0.0214186 0.0124221 0.0146211 0.00629374 0.0329493 0.0189893 0.0207936 0.0149007 0.00421559 0.00383 0.00271997 0.0252333 0.0239245 0.0178879 0.019056 0.01085
threshold=0.5398790455000001 0.54300769440000007 38.625745710700009 0.54228915300000013 0.5223196910500002 0.52366695610000014 39.110279783550006 0.37078231190000005 37.784765830350004 0.37668033890000002 0.38906020780000011 40.241071441700008 39.051326806600009 41.898943182100005 35.509685375550013 0.50278434775000014 41.257403903850005 0.35651627195000007 35.509685375550013 0.50086823750000009 0.48597347385000006 0.36491422415000008 42.536568606950006 0.47817430615000006 0.39971857130000005 0.39587138110000003 36.79544512155001 43.631818398850008 43.680097826700013 0.39382054430000007
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 15 14 13 11 -11 -12 -10 -9 17 -17 -1 -19 20 22 -22 -20 -24 25 29 -27 -28 -29 -7
right_child=1 -3 3 -5 5 24 -8 8 9 10 12 -13 -14 -15 -16 16 -18 18 19 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=4.7677014978216134e-05 0.0024843874489275976 0.00029053520333995373 -0.014683450508738597 -0.0035667023625802364 -0.028832144914470004 -0.0034330243152348029 0.051332563217666632 -0.025632360110241427 -0.10160440547696313 0.075439587529884763 0.025498797690464949 -0.01974515465575569 -0.10373760677432303 -0.016897989714290153 0.049823690985651453 0.030320304438498015 -0.0097959713976387749 0.0043591750141932497 -0.10164416221651956 -0.10171260466696952 0.035991206192042983 -0.03119563475058015 0.029146585939923815 -0.10043650563077251 0.0013878133645758486 0.038184462557052212 -0.10101379456958748 0.087203619037827682 -0.10090083139021074 0.027983733679153817
leaf_weight=31.96999383832885 1.039938421521126 6.8442128545352867 0.58959261044083155 0.53783918128465302 0.15156778674315674 0.66174526685654456 0.17800426595385943 0.067816021371984947 0.07390118286264169 0.11275649582967162 0.034567971808188568 0.19570758375033392 0.055870350136094572 0.059795129757375776 0.084482678437527881 0.2791519166148636 0.13468871525401482 0.55422537638417979 0.036328743034154343 0.041414291843466344 0.049122657779662404 0.10063297816668637 0.0053351531008202224 0.0039841981155177564 7.2402929451678313 0.02430921540133113 0.063691443857702978 0.012158920872025192 0.0096677468218668849 0.13182667461286712
leaf_count=1382 12 1507 31 15 20 114 23 23 38 16 12 42 84 23 22 27 37 39 30 11 32 26 82 4 168 12 85 2 83 32
internal_value=1.01142e-06 -0.000666195 -0.0036874 -0.00938023 0.000143042 0.00127603 0.0144654 -0.000140483 -0.00922844 -0.0165068 -0.000682843 0.0150488 -0.05434 -0.0637198 0.0162244 4.71387e-05 0.017264 -0.000170347 -0.00898178 -0.0402036 -0.0271673 -0.00915709 -0.0862525 -0.0262526 0.000742259 -0.00443154 -0.0493562 -0.0742404 0.00388599 0.00178587
internal_weight=51.3446 9.01158 2.16737 1.12743 42.333 8.47326 0.329572 33.8598 0.684897 0.532599 0.398902 0.308464 0.0904383 0.133696 0.152299 33.1749 0.413841 32.761 0.791043 0.236818 0.195404 0.149756 0.0456481 0.00931935 8.14369 0.903399 0.109827 0.0855181 0.0218267 0.793572
internal_count=4034 1565 58 46 2469 539 43 1930 260 215 154 58 96 61 45 1670 64 1606 224 185 174 58 116 86 496 328 182 170 85 146
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 0 0 0 1 2 2 0 0 0 0 0 2 1 1 2 0 2 1 1 1 1 0 0
split_gain=0.00049151 0.00159852 0.00137768 0.00123146 0.0101874 0.0142397 0.00224872 0.0131152 0.0111478 0.0023807 0.00128491 0.00745186 0.0130316 0.0106705 0.00144255 0.000704089 0.00691322 0.0063686 0.0206253 0.00182756 0.011742 0.00451995 0.0152472 0.0327804 0.0154524 0.0148185 0.0119335 0.00370778 0.00369519 0.00166618
threshold=38.064633603500006 37.784765830350004 37.52517992975001 36.893814626400008 0.39045238170000002 0.50706565670000014 0.36533337325000009 0.50278434775000014 0.50465554925000011 0.5216909673500002 0.39476362980000007 35.050303764500008 36.491284729650012 0.5296248615500001 0.53928026105000015 0.48447651265000008 0.48351845755000006 0.48797940185000005 41.50623664750001 0.34560342505000002 0.34551360740000009 41.681597818500002 0.48244064550000004 41.827117825850003 0.34584293880000011 0.34614233110000009 0.34656148020000005 0.35807311160000005 0.48119816770000007 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 -1 -8 -10 -11 -12 -13 -14 -15 16 19 18 -17 20 29 28 23 -23 -25 -26 -27 -28 -21 -2
right_child=15 -3 -4 4 -6 -7 8 -9 9 10 11 12 13 14 -16 17 -18 -19 -20 21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00020066035115289861 -0.00082109038371561268 -0.0057127301767665138 0.0042332396429547543 0.0029400733735190686 0.0013467896494822151 -0.05868964595736581 -0.029019176519736508 0.047508412058295257 0.015190629341775114 0.0015860656214841578 -0.0012162642945464542 -0.10035003400080184 0.10027100354606877 -0.10034767845122408 -0.019937384222553881 0.030276692425079705 -0.0076990674480065802 0.00013811993500956695 -0.0011925607085672692 0.0035825549192068217 -0.013831273055116845 0.10106957702194669 0.0019747890306958094 0.039082617398661826 -0.037802436014487573 0.080475550184883199 -0.1002903198014755 0.012357234130323476 -0.0024863439105153352 0.0011038607084294682
leaf_weight=0.54793528678043824 9.5991550727110653 0.62117292518401201 0.58264922305021771 0.074932930899307526 0.57974782462889718 0.075028873514384031 0.13844623428354896 0.065619479864835739 0.10341653897306446 1.0525658210273023 0.51409003623976968 0.020792880654180834 0.0081508560106158257 0.0042237987234869934 0.0047288851652167452 0.29930599188083107 1.1900126930850081 19.941624458779675 0.68475372366646781 1.6178346483433386 0.62778588402489433 0.049697788864704884 1.5670588257271445 0.1041745973464927 0.080242285015742709 0.023783905387972482 0.0057363568317221336 0.0059554880665066978 2.6410850774332979 8.4591162971719296
leaf_count=195 611 66 47 39 59 9 21 5 32 20 201 81 1 6 35 37 34 1989 48 42 23 25 59 41 29 15 15 92 20 137
internal_value=-7.60868e-07 -0.00101214 -0.000238117 -0.00105489 -0.00466256 -0.0278945 1.52685e-05 0.00526021 -0.0017276 0.000484628 -0.000463203 -0.00437089 -0.0471655 0.0174914 -0.0578743 9.39888e-05 -0.000253811 0.000525656 0.00837895 0.00010371 -0.000386768 0.00160728 0.00575391 0.027721 0.0111435 -0.0140085 0.0398107 -0.0429109 -0.000180953 8.0623e-05
internal_weight=51.2908 4.3935 3.77233 3.18968 0.72971 0.149962 2.45997 0.613555 1.84642 1.70797 1.60455 0.551986 0.0378964 0.0171035 0.00895268 46.8973 25.9716 20.9257 0.98406 24.7816 18.6861 6.09557 1.83665 0.26959 0.219893 0.115718 0.0354758 0.0116918 4.25892 18.0583
internal_count=4034 817 751 704 107 48 597 200 397 376 344 324 123 42 41 3217 1143 2074 85 1109 771 338 276 217 192 151 122 107 62 748
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 0 0 1 1 2 1 2 0 1 0 2 0 0 2 0 2 2 2 2 1 2 1 1
split_gain=0.000455141 0.00329539 0.00301444 0.00305063 0.0119398 0.001819 0.00771081 0.0106879 0.00765135 0.0018177 0.0232713 0.0134221 0.0202632 0.0249158 0.00410164 0.00218914 0.0112046 0.0241716 0.0236609 0.00557422 0.00499131 0.0156032 0.00162302 0.00370477 0.00438908 0.00178844 0.00451975 0.00175907 0.00125418 0.00245509
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.41804137600000008 0.37003383130000006 0.34311846950000008 0.43260680815000008 0.42018203045000008 0.46898296455000005 0.34674111555000003 0.36359689830000008 38.625745710700009 0.36006406990000012 37.784765830350004 0.4784437592000001 0.37473428940000003 0.5223196910500002 39.011793722550003 0.52005927965000021 0.5231430197000001 36.124181380200007 0.50278434775000014 40.137820134150012 40.206947806850003 40.316494640950005 40.467253020850002 0.39591628995000006 40.040005255000004 0.38906020780000011 0.39045238170000002
decision_type=2 2 2 2 2 2 2 2 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 -4 6 7 -1 -8 14 11 12 13 -11 -7 20 17 18 -17 -18 -12 -22 27 -24 -25 26 -26 -3 -21 -30
right_child=1 22 3 -5 -6 9 8 -9 -10 10 15 -13 -14 -15 -16 16 19 -19 -20 28 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.10008200776566274 0.003999581268368242 0.00041551012423016176 0.0067550343686987287 -0.0021702281947426762 -0.036768999903886206 -0.00031347194249360601 -0.064379852921103417 0.099091211023707326 0.00014695385123217886 -0.066179184678969979 -0.00042594261956454779 -0.10112675944778607 -0.075650489711195423 0.095214245451021307 0.0091430012795452615 -0.041388603456676824 0.015633167425655625 -0.078425337902385719 0.032351014205612129 -0.0050440165609154687 -0.0098777346997997399 0.037222267552867297 0.0077750054268532877 -0.0073147022954935768 0.0060788344490854754 -0.00012747000100224559 -0.0015103894804098777 -0.0074660485136767256 0.0063851581091390747 -0.00074410725991233757
leaf_weight=0.0035373222817022274 2.1073764630863669 0.53171127297144927 0.12242314446484726 0.50101102591586888 0.12991363563469349 1.5090111920212588 0.031938874465595291 0.011303588958071487 0.04327474417641497 0.016641243324947486 0.62905011949578682 0.031881488256942703 0.038408806931252093 0.022496312332918933 0.6589621721941511 0.085148282123713837 0.22327162892906915 0.057618774057118571 0.088992555281038221 0.543382960371673 0.13021994638256729 0.15294289880512224 0.61104818636928016 0.81901491646730207 1.6052605240047371 33.314816338436742 1.5352152061180069 0.60582497511582911 0.54009851429145772 4.5717803778994348
leaf_count=102 30 33 19 24 23 62 40 10 11 44 30 19 11 10 23 37 17 20 22 10 27 17 31 45 32 2535 29 30 7 684
internal_value=-1.53618e-07 0.000147803 -0.000600106 -0.00668633 -0.015653 -0.000111815 -0.0142558 0.0516184 -0.0272538 2.51466e-05 -0.00074566 -0.046506 -0.0240499 0.0265899 0.00256085 -3.26019e-05 -0.000714796 -0.0222815 -0.00370487 0.000135464 0.00453695 0.0155621 -6.02066e-05 5.15437e-05 -7.50691e-05 8.75785e-05 0.00236886 -0.00378202 -0.000476391 9.13939e-06
internal_weight=51.2736 41.1303 10.1433 0.753348 0.252337 9.38996 0.0900545 0.0148409 0.0752136 9.29991 7.13193 0.109428 0.0775464 0.0391376 2.16797 7.02251 6.11029 0.23176 0.174141 5.87853 0.912213 0.283163 39.0229 37.8854 37.2743 36.4553 3.14048 1.13754 5.65526 5.11188
internal_count=4034 2765 1269 66 42 1203 163 112 51 1040 955 84 65 54 85 871 797 79 59 718 74 44 2735 2672 2641 2596 61 63 701 691
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 1 2 0 2 2 1 0 0 0 2 1 2 2 1 2 2 0 0 0 2 1 2 2 2 1
split_gain=0.000551252 0.00556353 0.0176802 0.0054384 0.00109059 0.00992615 0.00433538 0.0130215 0.0306103 0.0136481 0.0217926 0.00835506 0.00307868 0.00214055 0.00552891 0.00201584 0.00130488 0.00126348 0.00142635 0.00121627 0.00328874 0.00112901 0.00234406 0.00657285 0.00525529 0.00557465 0.00480492 0.00464383 0.00416811 0.00194308
threshold=0.48447651265000008 0.48797940185000005 41.50623664750001 0.48351845755000006 0.34560342505000002 0.34551360740000009 41.681597818500002 0.48244064550000004 41.827117825850003 42.957059535450007 0.34584293880000011 0.47943175355000006 0.47883296910000012 0.48119816770000007 40.984321400500008 0.35807311160000005 44.169240047700008 41.898943182100005 0.34584293880000011 44.952171034750002 47.927946529500012 0.48271009850000007 0.47883296910000012 0.4778150355000001 41.942745071500006 0.34521421515000011 42.824128352900011 40.636252116050009 40.664404858950007 0.34536391125000004
decision_type=2 2 2 2 2 2 2 2 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 21 13 8 -8 10 -10 12 15 14 -6 16 -11 -9 -19 -17 -21 22 23 29 25 28 -26 -25 -24 -1
right_child=1 -3 -4 -5 6 -7 7 17 9 11 -12 -13 -14 -15 -16 19 -18 18 -20 20 -22 -23 24 27 26 -27 -28 -29 -30 -31
leaf_value=0.00032196475166078336 0.028294133753140573 3.4754891281097604e-05 -0.0010598507888805002 -0.0069111268960576656 -0.0057825016511526941 -0.012724592964386742 0.10091254530054106 -0.0021713983078176196 0.05684846330902428 -0.10005194036892258 -0.011902030263315069 -0.10084614560078782 0.10004484824664146 -0.0023403915988759474 0.0065010964945396493 0.092798315324812058 -0.0094023315974576648 -9.5552348157229903e-06 0.0074228500984859294 -0.10003616407332257 0.1000272835097922 -0.0021533607415078673 0.0048929506333188731 -0.001015540213459941 -0.0067456598509876677 0.0095378426487044768 0.0026205258880136434 -0.0099890462548143013 -0.0026915178872334751 0.0064668544673008926
leaf_weight=7.314979003239829 0.29290303596644918 23.725839232881054 0.68518544636288681 1.1944016048510082 0.55874781129506113 0.62957826355712754 0.045040557865150155 0.53124861605465401 0.087147674524516106 0.0032760807339009546 0.097901055086342836 0.016216647321925848 0.0027099743019789466 2.643290434335078 1.0645807192850041 0.0018555456576030416 0.0030817056790510833 0.49996806681156136 0.5339752908621449 0.0017927803273778409 0.0015168740064837039 2.0803437877912065 1.6361765816545806 1.204584838356823 1.1142544399808687 1.2367128303740171 1.0772613703738896 1.1063955834157466 1.3005225879605857 0.55353155672548826
leaf_count=714 37 2588 48 34 63 23 25 3 20 26 39 9 2 20 15 23 15 2 54 56 2 16 20 21 28 23 23 35 27 23
internal_value=-5.05034e-07 0.000339453 0.00773063 -0.000316932 -6.19614e-06 -0.000375172 0.00115992 0.0052379 0.0259374 0.0102671 0.0204756 -0.0517722 0.0041413 -0.000585089 0.0022731 -0.0184133 -0.0561128 0.0017923 0.00382888 0.0279907 -0.00834349 4.2279e-05 0.000318365 -0.000622857 0.00182367 0.0039059 -0.00214162 -0.00531166 0.00153415 0.000754244
internal_weight=51.245 24.7039 0.978088 26.5411 25.3467 19.2543 6.09235 1.82573 0.260539 0.215498 0.185049 0.0304496 0.014233 4.26662 1.62333 0.011523 0.00635779 1.56519 1.03394 0.0051652 0.00330965 18.6248 16.5444 10.1795 6.36493 4.17341 2.19152 2.31098 2.9367 7.86851
internal_count=4034 2673 85 1361 1327 953 374 276 217 192 59 133 124 98 78 122 41 59 56 81 58 930 914 793 121 70 51 56 47 737
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 0 0 1 1 1 0 1 0 1 1 1 1 0 0 0 2 2 0 2 0 0 2
split_gain=0.000467965 0.00258612 0.00363777 0.00187199 0.00205902 0.00246133 0.00107367 0.00417707 0.00371462 0.00443728 0.0152239 0.00258729 0.00206407 0.00321078 0.00173662 0.00541667 0.00383851 0.00600231 0.00116397 0.00494133 0.00320576 0.00147671 0.00253604 0.00100829 0.00245986 0.00211187 0.0186364 0.0324271 0.0049475 0.0166263
threshold=0.34467530910000005 0.34485494450000004 0.47769527860000011 0.4815274992000001 0.4784437592000001 0.47396784530000008 0.4778150355000001 0.47721625100000004 0.47865333370000007 0.47961138885000004 0.34554354660000003 0.3453339720000001 0.34509445825000007 0.47709649410000005 0.34518427590000006 0.48244064550000004 0.34530403280000005 0.34542378970000004 0.34566330350000002 0.34575312120000007 0.48271009850000007 0.48200652675000005 0.48271009850000007 38.748048509250005 38.969453495950006 0.52366695610000014 37.137227079750012 0.50706565670000014 0.50278434775000014 35.509685375550013
decision_type=2 2 2 2 2 2 2 2 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 12 11 10 -10 -8 -3 -14 15 -11 -16 -18 20 -20 -19 -21 -23 25 -25 26 28 -28 -24 -30
right_child=1 6 -4 -5 -6 -7 8 -9 9 14 -12 -13 13 -15 16 -17 17 18 19 21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-1.491134069782674e-05 0.0019401853614928986 -0.019718195302613786 -0.0084611477543558057 0.004639145786880512 -0.003928660421313593 0.0064655717503608271 -0.0062169809581917737 0.0050021854697119309 0.016741135688088608 -0.0075615963719797164 -0.0022802396773046827 0.00011860141253808414 0.0036614157434315198 -0.0071954017489442995 0.0057173284489865804 0.0020702052619227785 -0.0094274553549368 -0.0020303115765295176 -0.0064368514621403862 -0.0042711707000609739 0.0049733916202245911 0.0067783105768475377 -0.0030074569196322067 0.0067626676122464376 0.0002594616440176896 -2.3280786686566402e-05 0.021518181963684289 -0.059452473137027409 -0.013838988679374746 0.039227658737341159
leaf_weight=3.8084000488041161 0.55709770285360949 0.067602684028458815 0.84818191273370758 1.0587066522566599 1.053542115186701 0.6926729742921508 1.622770105713925 1.7260271599188854 0.68278091348838543 1.1648441209690639 1.0964702408291485 1.0693083520318394 0.55049496618988569 0.5392173614791318 1.1684660107421212 1.1706568594090638 0.67789613382046354 1.1160285149690055 1.1812666076439224 0.73009104004150316 1.5770819214812943 0.58866816714873138 0.68458680209602218 0.59832264506232746 20.862103890304486 3.8879931146989519 0.075929352698949515 0.14187886071701428 0.11348864586034324 0.12306216206413367
leaf_count=486 28 40 32 12 15 31 22 51 19 23 38 38 297 16 27 17 29 28 32 32 29 56 55 32 1891 553 26 32 23 24
internal_value=3.87179e-07 -0.00011596 -0.00433773 0.000785418 5.08999e-05 0.000982374 2.13188e-05 0.00188552 -0.000111948 0.000144697 0.00501914 -0.00370045 -0.00276269 -0.00171081 -9.71403e-05 -0.00273371 8.65247e-05 -0.000116804 8.24239e-05 -0.000102332 0.00207105 0.000166773 0.00028644 0.000142161 0.000440773 -0.00113264 -0.00491962 -0.0312256 0.00130057 0.0137682
internal_weight=51.2356 44.6223 1.40528 6.61332 5.55462 4.50107 43.217 2.88334 40.3337 37.6416 1.77925 2.69208 1.15732 1.08971 35.8624 2.3355 33.5269 32.3584 31.6805 28.9874 2.69311 27.8061 27.076 26.4874 21.4604 5.02694 1.13895 0.217808 0.921138 0.236551
internal_count=4034 3490 60 544 532 517 3430 404 3026 2966 57 60 353 313 2909 40 2869 2842 2813 2756 57 2724 2692 2636 1923 713 160 58 102 47
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 0 0 0 0 2 1 1 1 2 0 1 1 0 1 0 1 0 1 1 2 0 1 0
split_gain=0.000584917 0.00350323 0.00195308 0.0014839 0.00741431 0.00363529 0.0179119 0.0210731 0.0230185 0.0158476 0.0239825 0.00178548 0.00482492 0.0546775 0.00466211 0.00601441 0.00228867 0.00418161 0.0101743 0.0029925 0.00524891 0.0027749 0.00160677 0.00183473 0.00515464 0.00206846 0.00754787 0.00700425 0.00647839 0.0046661
threshold=41.436838994450007 41.535369675400013 41.385032804600009 0.47769527860000011 40.80591513400001 39.256147742250008 0.47754558250000007 0.47736594710000008 0.47515044460000005 0.47396784530000008 0.44955240860000006 40.94178426300001 0.34988473400000003 0.38733870245000007 0.34521421515000011 41.319407281650008 0.47808448850000007 0.34479506600000004 0.34488488370000009 0.47997065955000012 0.3453938505000001 0.48271009850000007 0.34569324270000007 0.48447651265000008 0.35738450945000005 0.36945001650000003 35.509685375550013 0.50922128080000018 0.36491422415000008 0.50410167360000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 10 -7 16 14 -14 -13 -16 -5 -18 -19 -20 -21 -22 -23 -24 -25 26 -26 29 -28 -27
right_child=1 -3 -4 11 -6 6 -8 -9 -10 -11 -12 12 13 -15 15 -17 17 18 19 20 21 22 23 24 25 27 28 -29 -30 -31
leaf_value=-0.0019702559733683427 -0.0072525810579780929 -0.00016610992708166283 0.0059122340499326229 -0.006218353344819732 -0.011852013259771624 0.084836031948292451 -0.001611941925252767 0.10069706840482139 -0.053369441325178249 0.10050726850570918 -0.10056688622015504 -0.00032955683737737832 -0.062706613336517975 0.0058048635840182751 0.010995311130825261 0.0016496719465659679 -0.0067895711398794079 0.01349875998375334 0.0035128678986850329 -0.0071536008080229406 -0.0049063534977628531 0.0041874521240484654 -0.0039928168519293619 0.0095662294496757783 0.0017205860306352219 0.0043958818502443618 -0.040935628204579189 6.3307299639362539e-05 -0.0081267854668000804 0.038448764464220277
leaf_weight=1.4912495653499069 0.72414956222289006 19.029489204602616 0.60143201356011644 0.58265874395147932 0.60325066917908987 0.014651209403510168 0.49464578181505203 0.039780272170901299 0.032942349520453718 0.030820557847619057 0.013319676231873245 2.1670700093673059 0.1379767066991916 0.7479669549171577 1.2524111380334946 1.5296714951400643 0.83901002404855063 0.57752001984045165 2.2091747822269125 1.0777161391451979 1.0621993147658368 1.0324195523280639 1.0165701535588585 0.58857168391659698 0.59626737121766282 0.082250383125191173 0.086326699333767465 12.278920202903111 0.19874243321828544 0.078780208204950242
leaf_count=243 46 2024 16 9 42 63 2 2 11 3 26 25 17 90 39 17 25 8 33 15 19 7 9 37 25 17 38 1074 26 26
internal_value=6.09467e-07 -0.000425893 0.000268372 0.000158389 -0.00207172 0.000714685 0.00710909 0.0399103 0.0135502 0.0510469 -0.00345244 0.000373986 0.00193137 -0.0048651 0.003148 0.0058568 -3.3394e-05 0.000132489 0.000410562 3.83578e-05 -0.000385749 4.27694e-05 0.000372176 0.000108284 0.000408004 3.36788e-06 -0.00467817 0.000335042 -0.0180622 0.0210554
internal_weight=51.218 19.7536 31.4643 30.8629 2.72066 2.11741 0.62616 0.131514 0.0917338 0.0587914 0.0279709 28.1422 5.8351 0.885944 4.94915 2.78208 22.3071 21.7245 20.8855 20.3079 18.0988 17.021 15.9588 14.9264 13.9099 13.3213 0.881337 12.44 0.285069 0.161031
internal_count=4034 2070 1964 1948 392 350 107 105 103 92 89 1556 188 107 81 56 1368 1359 1334 1326 1293 1278 1259 1252 1243 1206 89 1117 64 43
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 1 2 1 2 1 0 0 0 0 2 2 1 1 2 2 0 2 2 1 1 2 2 0 1
split_gain=0.000491442 0.00496953 0.0107923 0.00165481 0.0018222 0.0211019 0.00589835 0.00508005 0.00259214 0.00257371 0.00387935 0.00221461 0.0029242 0.00985735 0.00350777 0.00238312 0.00418065 0.00201737 0.00314508 0.0122175 0.00813732 0.0026616 0.0489105 0.0310869 0.0037258 0.0110521 0.029961 0.00264578 0.00189705 0.0242343
threshold=41.50623664750001 41.605323437500005 0.34527409360000011 41.481306584950012 0.48200652675000005 0.48271009850000007 0.34566330350000002 41.32819714970001 0.34587287805000005 41.360869295700006 0.34542378970000004 0.48028502140000007 0.47976108500000009 0.47943175355000006 0.4784437592000001 40.377444152000002 40.280372415600006 0.35738450945000005 0.37003383130000006 36.893814626400008 38.625745710700009 0.51505942935000004 39.952536079750011 37.784765830350004 0.38552737940000009 0.38976377950000002 38.539340721750001 40.523311941050004 0.53544804050000006 0.39091643965000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 11 -8 10 -7 12 13 14 15 16 -1 27 19 -19 -21 22 23 -20 -23 26 -26 -12 29 -27
right_child=1 -3 -4 -5 5 9 8 -9 -10 -11 17 -13 -14 -15 -16 -17 -18 18 21 20 -22 24 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00062068089758835453 0.0070410361032129665 -0.00022327598518803333 -0.036485492237281779 0.0055621273199873093 0.017769514562872547 -0.0055708085747503931 -0.012748896702720801 -0.0062547141896381608 -0.0029351939928738387 0.0068173529579978343 0.0065031854676826754 0.0048044843841711891 -0.0046380388873721945 0.012778850299583346 -0.005209270333461768 0.0028853901377058357 -0.0093365354708590705 0.00058933221964603826 0.025386762492039833 -0.0066944021922032363 -0.044438611033496757 -0.0073045854074520085 0.05256084499123953 -0.065754352230777968 -0.014224477837191139 0.0024734022257112474 0.065110976940769519 0.00046814382740105595 0.0003716015398519702 -0.038288153726488902
leaf_weight=2.1427962062496761 0.11209441810214926 18.849977329595088 0.11582481094459751 0.57379331231504593 0.70088198861315376 1.2105514714785446 0.54458658397197757 1.2018609431005991 0.53215113650077617 0.55433192858010727 1.1071068791934551 1.128731223521753 1.1327597788767887 0.62971769887371909 1.1989148085413033 2.6746043455886976 0.52497104234907954 0.72282920339762213 0.062715754245170952 0.11204802287102211 0.11651549117868854 0.67013846326153625 0.13946739035501565 0.092798966282895634 0.098164708935654654 0.91849038379507308 0.092415134189650416 2.1126408838026691 10.945120165521312 0.17339255251318519
leaf_count=239 18 1993 29 15 14 21 8 16 68 30 42 20 14 14 25 115 6 47 23 23 31 21 27 27 21 54 19 47 859 148
internal_value=1.24624e-06 -0.000400747 -0.0150784 0.000240054 0.000143234 0.000727357 -0.000845822 -0.00013171 -0.00789872 0.000102927 -9.74574e-05 0.000648465 8.3537e-05 0.000829376 -0.000320979 0.000776033 -0.00133873 0.000284127 -0.000230146 -0.00578299 -0.0259354 0.000170298 0.0095624 -0.0289991 -4.45076e-05 0.000353384 0.0242465 0.00254329 -2.49116e-05 -0.00399959
internal_weight=51.1924 19.0779 0.227919 32.1145 31.5407 19.8296 11.7111 10.6344 1.07674 19.1287 18.5744 9.4325 8.30376 7.171 6.54129 5.34237 2.66777 17.3638 14.1441 0.951393 0.228564 13.1927 0.294982 0.155515 12.8977 12.2276 0.19058 3.21975 12.037 1.09188
internal_count=4034 2040 47 1994 1979 1454 525 449 76 1440 1410 433 413 399 385 360 245 1389 1300 101 54 1199 77 50 1122 1101 40 89 1061 202
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 2 1 2 0 0 0 2 0 1 1 1 0 2 0 1 2 2 2 2 2 1 2 0 1 0
split_gain=0.000486097 0.0112596 0.00368694 0.0161232 0.00407114 0.00430909 0.00096554 0.000793052 0.000595331 0.00533628 0.00509794 0.0161968 0.00116418 0.00313988 0.0148315 0.0147203 0.0294209 0.0135771 0.0202639 0.0091835 0.00736978 0.0062177 0.0390702 0.0173809 0.0212666 0.0092237 0.0157815 0.0197064 0.0150653 0.0138337
threshold=34.883496062400006 0.52005927965000021 0.51675099550000014 0.38552737940000009 0.50278434775000014 34.19870408380001 0.33992994225000006 35.171584490050009 0.48447651265000008 0.48351845755000006 0.48797940185000005 41.50623664750001 0.49094338495000006 0.39587138110000003 0.39382054430000007 0.39072183470000005 0.52770875125000016 39.110279783550006 0.52453519355000011 0.39045238170000002 39.256147742250008 42.233786329550007 42.824128352900011 41.243661560350013 40.316494640950005 0.38052752915000004 36.364346611650006 0.5216909673500002 0.37413550490000008 0.50706565670000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -2 9 -9 11 -10 -12 14 15 19 17 -17 -19 21 -16 23 -23 24 25 28 -27 -28 29 -14
right_child=7 -3 -4 -5 -6 -7 -8 8 10 -11 12 -13 13 -15 20 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.02512404287559283 -0.0027222288363216692 -0.0016549131194394226 0.10017110355686487 -0.10042613295325076 0.076554352516221252 0.071615985786340181 -0.069543158872942504 1.1105904536552989e-05 0.027361938384448999 -0.0068317797755503007 -0.001708010339263318 -0.00088935666398696578 0.011878053055675276 -0.00024858993548224816 0.012282534758102327 -0.10606341031424019 0.01416427748898743 0.070032622627623331 -0.10020782794970361 0.025579298546350618 0.057793220759788572 0.046006646847072882 -0.0028429140455674133 -0.014032959510842678 0.037063526864083866 0.0049406175940565752 -0.052779867419969109 -0.0026503605335550327 0.045093528044160988 -0.032090634084191536
leaf_weight=0.0013773623193722145 1.0728134208119389 0.55343104121243314 0.0097796362824738026 0.0076650682531180783 0.030470851343125105 0.0055841438604602445 0.0049468905097802846 25.306334165946158 0.28836780050187627 1.1933613745495666 3.1089021190273298 0.68495469631682937 0.3461244743284706 15.264605453771901 0.072363619241954669 0.047112390310125707 0.078859659171541807 0.013499449705705047 0.014504315342378504 0.17274528217967589 0.070002617940019718 0.21595270856778359 0.67703770299318933 0.69641722849860332 0.18223457365456841 0.52648994780611247 0.13240727847187372 0.19232425221707672 0.10429576285241637 0.090205779966709088
leaf_count=65 32 200 2 5 6 22 39 1215 37 34 45 48 82 1730 15 22 41 5 43 15 34 20 92 49 31 8 32 22 20 23
internal_value=1.588e-06 0.00280007 0.0440131 0.0330387 0.0571783 0.00759938 -0.0489255 -3.23609e-05 2.59612e-05 -0.00029705 0.000398455 0.0074807 8.52099e-05 0.000380225 0.00302259 0.00173208 -0.0284977 -0.0732858 -0.018142 0.00312726 0.0346605 0.00190124 0.00897042 -0.000879072 0.00494057 0.000734712 -0.00575289 -0.0230904 0.0109495 0.00278808
internal_weight=51.1652 0.613255 0.059824 0.0500443 0.0423792 0.0119084 0.00632425 50.5519 49.4791 26.4997 22.9794 0.973322 22.0061 18.8972 3.63258 3.49021 0.153976 0.0751162 0.0280038 3.33623 0.142366 3.16349 0.89299 2.2705 1.57408 1.39185 0.851221 0.324732 0.540626 0.43633
internal_count=4034 339 139 137 132 126 104 3695 3663 1249 2414 85 2329 2284 554 505 111 70 48 394 49 379 112 267 218 187 62 54 125 105
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 0 1 2 2 0 2 2 0 1 1 1 0 0 1 2 2 1 2 1 2 1 1
split_gain=0.000509882 0.00393151 0.00425867 0.00193231 0.00163915 0.00184363 0.00112719 0.00332598 0.00405885 0.00691694 0.0115961 0.00917201 0.00545534 0.00321129 0.0558976 0.00412044 0.0332871 0.0190071 0.0529776 0.00296804 0.00788604 0.00338035 0.00540549 0.00599428 0.00570335 0.00813579 0.00377017 0.00236498 0.0131649 0.00862631
threshold=0.34467530910000005 0.34485494450000004 0.47769527860000011 0.4815274992000001 0.4784437592000001 0.47396784530000008 0.4778150355000001 0.47865333370000007 0.48098859315000003 0.3453938505000001 42.198888176300009 40.040005255000004 0.47997065955000012 41.385032804600009 41.646178195200001 0.47769527860000011 0.34536391125000004 0.34521421515000011 0.34515433670000012 0.48447651265000008 0.48797940185000005 0.34518427590000006 40.720231579350006 41.319407281650008 0.3459626957000001 41.741384785950011 0.34575312120000007 41.872294782850005 0.34509445825000007 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 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 13 -8 9 10 -9 -11 -13 15 -15 16 17 18 -3 21 -21 -10 -23 -24 25 -25 -27 -16 -29 -30
right_child=1 6 -4 -5 -6 -7 7 8 19 11 -12 12 -14 14 27 -17 -18 -19 -20 20 -22 22 23 24 -26 26 -28 28 29 -31
leaf_value=4.6452462990621937e-05 0.0014569976256614827 -0.10098381418190255 -0.0098478002216569084 0.004735457175895328 -0.0034715748036396377 0.0056729076547497627 -0.0034826451773617194 0.016443422789320896 -0.0058593146690795296 0.010473888736309143 0.00072169146417144 -0.012039131776960629 -0.00015241509252972353 0.072334991424461634 -0.0022316364114611915 0.0028651078746528666 0.003104911600302511 -0.10789297696327993 0.10072992106998574 0.010125336110057729 2.798619466672275e-05 -0.0051452075143964869 0.0070778375323140609 -0.003449608740853967 -0.0068850866680403707 0.002447318130416631 0.013314922462935783 -0.10079984420752149 0.097280004946974974 -0.015092080255298299
leaf_weight=3.8069286583872062 0.5532306540822336 0.032430750954929699 0.83798447967274114 1.0590905203134751 1.055717602284403 0.687556956675479 2.6932713807819928 0.82697586253925592 1.6493599844397966 0.55782351756386139 1.0842472825606817 0.59342348734207906 1.1051247642620863 0.11278830317496602 0.52091847435281124 1.5407947704661638 0.53942863247210415 0.045068217574994407 0.021754220128059387 0.79960197992327664 23.668524588718807 2.0875650446402458 1.1999454433098433 1.5513083748228385 1.161192747444147 0.71585154533386208 0.57614417608056101 0.016174028036630261 0.0081121478870045394 0.043268515844563371
leaf_count=486 28 81 32 12 15 31 60 31 18 10 19 50 20 7 16 8 55 9 1 69 2587 23 14 20 17 31 57 18 2 207
internal_value=1.57914e-06 -0.000120038 -0.00535233 0.000821202 7.4283e-05 0.000907176 4.86537e-05 -8.80443e-05 0.000155258 0.00309786 0.0075244 -0.000651559 -0.00430529 0.00195958 0.00784563 6.57026e-05 -0.00668775 -0.0599097 -0.0199996 -0.000211811 0.000357961 -0.001771 -0.000846272 0.000878083 -0.000979671 0.00143207 0.00729355 -0.00451457 -0.0221184 0.00264959
internal_weight=51.1516 44.5423 1.39122 6.60929 5.5502 4.49449 43.1511 40.2704 37.5771 4.16759 1.91122 2.25637 1.69855 2.88074 0.701261 2.17948 0.638682 0.0992532 0.054185 33.4095 24.4681 8.94137 7.29201 5.20444 4.0045 2.8433 1.292 0.588473 0.0675547 0.0513807
internal_count=4034 3490 60 544 532 517 3430 3026 2966 130 50 80 70 404 250 154 146 91 82 2836 2656 180 162 139 125 108 88 243 227 209
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 2 2 0 1 2 2 2 2 2 1 2 1 1 0 0 2 1 0 0 1 1 2 1 2
split_gain=0.000483811 0.00314911 0.00270881 0.00299289 0.00827367 0.00116654 0.00756337 0.00150484 0.00488137 0.033853 0.00161499 0.00112589 0.00263715 0.0034587 0.00260844 0.00539633 0.0015 0.00109053 0.00319054 0.00859094 0.00177961 0.00762797 0.0104512 0.0021461 0.00832626 0.00348109 0.0104122 0.00700363 0.00178847 0.00650934
threshold=39.896141435400004 40.003678352300007 39.685256516350002 0.41804137600000008 0.37003383130000006 39.525197829750006 39.420767558750008 38.903925214650009 0.48028502140000007 0.39072183470000005 38.478081868400004 40.137820134150012 40.206947806850003 40.316494640950005 40.467253020850002 0.39591628995000006 40.040005255000004 0.34575312120000007 0.34554354660000003 0.4784437592000001 0.48244064550000004 43.018222997350009 0.34542378970000004 0.47883296910000012 0.4778150355000001 0.34494476210000008 0.34521421515000011 42.779078631750004 0.34485494450000004 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 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 -4 6 7 10 -9 -10 -1 16 -13 -14 15 -15 -3 18 20 -20 23 22 -22 24 28 -25 -27 -28 29 -16
right_child=1 11 3 -5 -6 -7 -8 8 9 -11 -12 12 13 14 17 -17 -18 -19 19 -21 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.00010870569613574617 0.0039201629680408485 0.00072128353880911806 0.0034326958411179166 -0.0020017831085969314 -0.033420183243556188 0.0038313378596242448 -0.019485012457667025 -0.0042195182407779542 0.052120174158579974 -0.0014063857592962249 -0.0052607536296088563 0.0065952795651331017 -0.0064912904861236173 0.0068719270598861073 -0.010966967458283738 -0.0014093903964174496 -0.0065566929572694489 0.00037772644986280249 0.0046193104610292536 -0.011829580594193463 -0.015861492069120853 0.0020891691791862245 0.0026354782861085189 0.0064712819568678685 -0.0088522672689547287 -0.0073723220435639577 0.0094854270830162894 -0.0017583987548598107 0.0024157390327171095 0.00090977692040009126
leaf_weight=6.3916602672319733 2.1064220171787147 0.53244537670953274 0.11853524204343546 0.50155731244673607 0.12533170703864016 0.68031594989275213 0.20422676800294048 0.55646137262783646 0.1430536229394761 0.67891151428261765 0.67243958111346191 0.60456667155538824 0.81851546857028168 1.6131412736522137 0.54902441855569906 1.5361955938284557 0.60491009491916081 17.100262267262707 0.51886851950376811 0.81822078210052496 0.75356934990850211 1.5545963872573336 0.51370170051814057 1.2149435468018053 1.1106595196049509 1.1768309410690565 1.1912826563766432 1.0355345978168768 2.8098188717030226 2.8936620118869731
leaf_count=908 30 33 19 24 23 47 47 17 29 77 78 31 45 32 47 29 30 1766 21 45 40 13 20 19 35 22 30 21 164 292
internal_value=1.76644e-06 0.000154128 -0.000619285 -0.00642013 -0.0155073 -0.000155678 -0.000469372 -9.37865e-06 0.00301298 0.0079093 -0.000599135 -4.95358e-05 4.37069e-05 -6.27426e-05 8.18526e-05 0.00283243 -0.00314956 -0.000178745 -0.000768297 -0.00544645 -0.000345758 -0.00260504 -0.00836355 0.000186333 -0.000873621 0.00187616 0.000235913 0.00425672 0.000543661 -0.000984274
internal_weight=51.1297 41.0572 10.0725 0.745424 0.243867 9.32707 8.64675 8.44253 1.37843 0.821965 7.0641 38.9508 37.8134 37.2088 36.3903 3.14934 1.13736 33.241 16.1407 1.33709 14.8036 2.82187 1.26727 11.9818 7.36316 4.61859 3.40365 2.22682 6.25251 3.44269
internal_count=4034 2765 1269 66 42 1203 1156 1109 123 106 986 2735 2672 2641 2596 61 63 2535 769 66 703 73 60 630 538 92 73 51 503 339
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 2 2 0 0 0 0 0 2 1 0 0 2 0 0 0 1 0 1 2 1 1 0 2 0
split_gain=0.00046452 0.00339959 0.00162379 0.00337286 0.00150308 0.00117555 0.00566671 0.00336076 0.0148743 0.0180795 0.026451 0.00794154 0.0215772 0.00220631 0.00478599 0.0218262 0.0038212 0.00243999 0.0074297 0.0027611 0.00177277 0.00355413 0.00693527 0.00590278 0.00336467 0.00143232 0.0231539 0.00704866 0.0195028 0.0218683
threshold=41.436838994450007 41.535369675400013 41.646178195200001 41.571132012400007 41.385032804600009 0.47769527860000011 40.80591513400001 39.256147742250008 0.47754558250000007 0.47736594710000008 0.47721625100000004 0.47396784530000008 0.44955240860000006 40.94178426300001 0.34988473400000003 0.52688542260000015 0.48200652675000005 40.636252116050009 0.48597347385000006 0.54499865270000014 0.47997065955000012 0.34488488370000009 0.48351845755000006 0.36006406990000012 40.563919884450009 0.36945001650000003 0.37078231190000005 0.52005927965000021 39.861052345600008 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 9 10 11 12 -9 17 16 -16 -15 20 -19 -20 -7 -22 -23 -24 25 -25 -27 28 29 -28
right_child=1 2 -4 -5 -6 13 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0019767148006992483 -0.0071258095544937412 0.02174385614072713 -0.00021349345924334435 -0.005568317785842828 0.0052024299879629811 0.0024283385711506237 -0.010437067972032102 0.082693743640462961 -0.00078277921673634929 0.10057958775226938 -0.1013807874531793 0.067354604340474855 -0.1005078069435162 0.0012680535491534908 -0.037735571905089589 0.0028325411991463865 0.0071231989254727669 -0.0091945404236783938 0.0031047335045855731 -0.0034556943722277044 0.006790824454313559 -0.0050917589888841456 0.01011050824253139 -0.0042861421991367528 0.0075386050158209213 0.045982830409813755 -0.03348586467649782 -4.2728912264096121e-05 -0.050637544989635241 0.036332316364989979
leaf_weight=1.4887373387300504 0.71937645351275747 0.099014455332848139 18.839805663145125 0.083216460346431376 0.59904219227807942 3.3798696664453081 0.59804071639562995 0.013775675779015617 0.49738990515470505 0.0337147181853652 0.016095677390694618 0.042980867227015551 0.01205463366031978 3.2558603251382001 0.16317698197053676 0.70819774519547707 1.6948185212095266 1.1362841788466718 1.5924750640862302 1.0743277734937242 0.7119201070163389 2.6272426533613222 0.61729252997611084 0.84656562039742489 0.57121715107644 0.10829510720213775 0.083955685683842485 9.2968762999427312 0.10351219594667782 0.096343104742118157
leaf_count=243 46 15 1977 32 16 51 42 63 2 2 2 12 26 32 33 74 49 21 24 60 13 35 57 67 15 13 34 931 29 18
internal_value=2.20287e-06 -0.000377822 -0.000122626 0.00927165 0.000241355 0.000144774 -0.00184705 0.000593706 0.00680573 0.038625 0.0140241 0.0410186 -0.00280378 0.000336574 0.00206964 -0.0047644 0.00327251 -0.000116987 -0.00242328 0.00046185 0.000358586 -0.000105823 -0.000447943 0.00059269 6.37077e-05 -0.000341567 3.08661e-06 -0.000516645 -0.0160408 0.00382165
internal_weight=51.1115 19.7414 19.022 0.182231 31.3701 30.771 2.70279 2.10475 0.616011 0.118622 0.0849069 0.0688112 0.0258303 28.0682 5.82205 0.871375 4.95068 22.2462 3.80309 2.6668 18.4431 15.0632 14.3513 11.7241 11.1068 10.5355 9.68898 9.58069 0.283811 0.180299
internal_count=4034 2070 2024 47 1964 1948 392 350 107 105 103 101 89 1556 188 107 81 1368 105 84 1263 1212 1199 1164 1107 1092 1025 1012 81 52
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 1 2 2 2 2 1 1 2 2 2 0 2 1 2 2 2 1 2 2 0 2 2 1 2 1
split_gain=0.000412714 0.00994672 0.00332159 0.0145771 0.00408068 0.00186446 0.000900876 0.00057895 0.00256244 0.00252397 0.00319141 0.00670011 0.00136942 0.00281211 0.00251576 0.00460327 0.00211898 0.00439501 0.000989477 0.00631134 0.00149651 0.00448411 0.0012235 0.000910788 0.0026708 0.00609101 0.00950802 0.00255068 0.00229779 0.00478076
threshold=34.883496062400006 0.52005927965000021 0.51675099550000014 0.38552737940000009 0.49485045360000007 0.34398670700000006 33.151194885250007 39.896141435400004 40.003678352300007 39.685256516350002 0.41804137600000008 0.37003383130000006 40.098777110850008 40.159267750750011 40.316494640950005 0.48028502140000007 40.467253020850002 0.39591628995000006 39.525197829750006 39.420767558750008 38.903925214650009 0.41804137600000008 38.478081868400004 40.80591513400001 0.51401155655000019 40.563919884450009 40.720231579350006 0.41461333495000008 41.218101594450012 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 18 11 -11 -10 -14 15 -15 17 -16 19 20 22 -22 -2 24 25 -18 -27 -26 29 -25
right_child=7 -3 -4 -5 -6 -7 -8 8 12 10 -12 -13 13 14 16 -17 23 -19 -20 -21 21 -23 -24 28 27 26 -28 -29 -30 -31
leaf_value=-0.04490333558849461 -0.00028276104811260448 -0.0014754495397785506 0.10014928261507297 -0.10040086593787692 0.068765782100780368 -0.10007337930515969 0.053331384243426538 0.0035364491424352434 -0.0047639330035330824 0.0014102384724613386 -0.0017947789256996039 -0.031993702526747214 0.0068886635291148792 0.0022233566324175963 0.0062181527373387146 -0.0094787255706115427 0.0013939833896773083 -0.0012628363942645215 0.0034215637864250196 -0.017966579795034965 0.0077784955905682782 -0.0037687183827021932 -0.0047838578164979056 0.010883677589533194 0.007373810670410829 -0.017686531035355862 -0.0017620541689152985 -0.00096117503453341008 -0.00028224446160171265 0.00084151711463705697
leaf_weight=0.0014496352243207394 5.7834371415727412 0.55400597659944095 0.0085361942183226347 0.0070415718655567608 0.034480743043786788 0.0019735648994981744 0.0026222087910809933 2.0999600344082756 0.60659449479218253 0.11651075613917838 0.50222984273850124 0.123901776425555 0.58775285508046593 0.6029747732682178 1.6050807402334606 0.75966589832115616 1.5464852319537357 1.537612917452577 0.67455253875805965 0.20317440498561712 0.79253985259208526 0.58417839071170619 0.67431382729044642 0.56385625785010463 0.55391366037656542 0.57736319956871396 1.0694099876338325 1.0889290562410918 24.847780009411288 2.9771565802392814
leaf_count=63 569 200 2 5 18 37 14 30 48 19 24 23 30 11 32 50 23 29 47 47 58 65 78 23 8 74 17 49 2202 139
internal_value=2.51248e-06 0.00258782 0.0427111 0.0324036 0.0554789 -0.0203045 0.0183584 -2.87343e-05 0.000133846 -0.000734172 -0.00633031 -0.0158052 -4.97223e-05 2.49062e-05 -8.20158e-05 -0.0043005 7.60447e-05 0.00255796 -0.000257147 -0.000565879 -0.00011462 0.0028787 -0.000752762 -0.000158716 -0.00142725 -0.00311285 -0.00734522 0.00184911 5.73821e-05 0.00244059
internal_weight=51.0895 0.61011 0.0561039 0.0475677 0.0405262 0.00604541 0.00407184 50.4794 41.0245 9.45484 0.742642 0.240413 38.9246 38.318 37.7302 1.36264 36.3676 3.14269 8.7122 8.03764 7.83447 1.37672 6.45775 33.2249 4.8361 3.19326 1.64677 1.64284 28.3888 3.54101
internal_count=4034 339 139 137 132 114 77 3695 2765 930 66 42 2735 2687 2657 61 2596 61 864 817 770 123 647 2535 171 114 91 57 2364 162
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 0 1 0 1 1 1 2 2 0 0 2 1 1 0 2 1 2 0 2 2 0 2 0 1
split_gain=0.000467848 0.00461526 0.00449027 0.00899342 0.00116501 0.00596221 0.00344823 0.00562509 0.00708996 0.00234178 0.00482135 0.0173861 0.00956268 0.00992476 0.00380639 0.00377007 0.00754493 0.00579198 0.00897089 0.00281688 0.00374049 0.00602962 0.00232114 0.0112105 0.00225949 0.0021145 0.00163764 0.00286861 0.00102153 0.002782
threshold=0.48447651265000008 0.48351845755000006 0.34494476210000008 0.48797940185000005 40.206947806850003 40.280372415600006 0.47997065955000012 0.34479506600000004 0.47817430615000006 0.34560342505000002 0.34479506600000004 0.34488488370000009 41.898943182100005 40.94178426300001 0.39718870690000002 0.4778150355000001 42.824128352900011 0.34521421515000011 0.34536391125000004 0.48119816770000007 41.741384785950011 0.3459626957000001 41.481306584950012 0.47883296910000012 37.903039192800001 41.646178195200001 0.39672464895000009 48.86568841230001 0.49094338495000006 0.34641178410000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 8 24 10 12 -12 13 -7 26 25 17 -17 -19 22 -21 -22 -11 -24 -1 -13 27 -14 29 -5
right_child=2 -3 3 28 5 9 -8 -9 -10 19 11 15 14 -15 -16 16 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034990223891161404 -0.015272286866334082 -0.0063687878954986664 0.010973427919474168 -0.0045986947104662106 0.01033211952268134 -2.9072459161025284e-05 -0.0051876443450453889 0.0086540250209999683 -0.011358999062538403 0.0022544169075549088 -0.018109265549952226 0.0036096575825183921 0.0028990006242153839 0.017849538351071212 -0.0083359303020838198 -0.010124530098681039 0.0037058041757367759 0.0016164762677750228 -0.0091484170956494526 -0.0020193299404364 0.011887125459760083 -0.0004622531584240286 0.0043189749282185001 0.041443402754851727 0.0044570639927929839 -0.0032529595229185519 0.0041795694359271504 -0.0049202156493638868 0.00034002115184139626 0.001381630284668289
leaf_weight=0.5535809832309625 0.18340231874025903 1.1924305018183066 0.78358722703674288 1.5535577938426315 0.57710162643343466 0.58449074485775676 1.5982077082514652 0.66639004629640153 0.57524204824585456 1.0326594795725512 0.62231837979425009 2.2284944841568977 0.9465671568057854 0.6623438319831223 0.55729022236402403 1.2290952359849141 1.6102272977332175 2.2305295200640107 1.1856184655252944 2.6435613392892527 0.61706924521422468 1.1004299000487661 0.53651471153477159 0.095876114763257192 1.0049522038257945 0.56226043487551702 0.91681329440325487 0.93031449140471523 20.537075794597818 1.5579283169558946
leaf_count=145 18 34 68 24 5 33 26 100 10 18 17 75 121 57 122 33 34 30 33 19 58 11 171 41 51 91 7 19 2538 25
internal_value=2.63107e-06 -0.00028928 0.00031642 0.000433438 -2.37957e-06 0.000309344 -0.00148146 0.000633865 -0.00187088 2.43044e-05 -0.000673876 -0.00194159 0.00199195 0.00946841 -0.000789886 -0.00082937 -0.00219292 -0.00423766 -0.00211962 0.00167719 0.000341266 0.00397468 0.00517622 0.00994737 0.00163111 0.00222703 0.000715409 -0.000976753 8.41989e-05 -0.00160433
internal_weight=51.0759 26.4604 24.6156 24.4321 25.2679 20.8696 4.39837 2.80017 2.13378 20.2925 14.2664 9.66854 4.59782 1.24683 3.35099 9.04623 6.25547 4.64524 3.41615 6.02611 4.36106 1.7175 1.66505 0.632391 1.55853 2.79075 2.79369 1.87688 23.6486 3.11149
internal_count=4034 1361 2673 2655 1327 995 332 306 206 990 672 313 359 90 269 296 130 96 63 318 88 69 230 212 196 166 147 140 2587 49
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 1 2 2 0 2 2 2 0 1 1 0 1 0 0 0 1 0 1 1 0 2 0 1 2
split_gain=0.000678213 0.00362317 0.00294294 0.00722533 0.002417 0.00235187 0.00154064 0.00595526 0.0206709 0.0102696 0.00285001 0.00369034 0.00384788 0.00144672 0.0012461 0.00736297 0.00491301 0.00964455 0.00151593 0.00136739 0.00209599 0.00386711 0.00129475 0.00185043 0.00142268 0.00721696 0.0409768 0.0198501 0.00145159 0.00124186
threshold=41.218101594450012 40.94178426300001 0.34479506600000004 0.34527409360000011 0.49830843385000007 0.52537349185000015 0.34311846950000008 37.999598532650005 38.969453495950006 0.46989611090000011 37.311503175250003 37.198331469900005 35.171584490050009 0.54646567465000018 0.34467530910000005 0.34479506600000004 0.47808448850000007 0.34488488370000009 0.47817430615000006 0.47865333370000007 0.47997065955000012 0.3453938505000001 0.48271009850000007 0.34569324270000007 0.34656148020000005 0.49949103320000005 39.792680591700012 0.49787431515000008 0.36042334060000009 33.151194885250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 9 -9 10 11 12 29 -7 -8 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 27 28 -26 -1
right_child=-2 2 3 4 5 13 14 8 -10 -11 -12 -13 -14 -15 15 16 17 18 19 20 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.040955108981173681 -0.0003715302850133151 0.010660949990668446 -0.0068290477894269218 0.011376413826051637 0.012160074219269608 0.00059929996685089272 0.0024134932643966375 -0.10095881465714585 0.015854387393537644 0.10036820622483156 -0.10009726467636562 0.10004800464437474 -0.07114660130100238 -0.020718824384440192 -0.010046681406629839 -0.0087134178878487106 0.013217145703035072 0.0053780505800898031 -0.005203897454687652 0.0042039485949011707 -0.0059764905036411905 -0.0031762535199365903 0.0045029593940256411 -0.0027749362542195421 -0.033698608709434925 0.0001576260644274659 0.080503433526229309 0.025714883484956402 -0.061414699734494274 0.067890206069503425
leaf_weight=0.0014198547221443425 24.826023960456034 0.55858738257113216 0.54673654034559127 0.58845745574456032 0.081150622256245697 0.066433165629860014 2.0888056639633694 0.025016069972679134 0.038405364259062935 0.011081856642022103 0.0036336607096245635 0.0029004011303186408 0.0075042982076198861 0.061122341106994327 0.72587654044764605 0.60182947758232685 0.57546616857872024 0.52771391964051773 0.50222890899749728 1.1590799020486908 1.0829903637059093 1.0725234138505335 1.0344938770867873 1.5151933841407288 0.038040932540751693 13.138427705032203 0.071676795206016664 0.072726421887637116 0.037547925567196216 0.0040048546434263699
leaf_count=63 2202 18 9 25 10 13 38 22 42 4 14 2 33 34 17 140 8 6 7 20 15 19 7 11 30 1154 22 23 12 14
internal_value=3.14035e-06 0.000357607 0.00456042 0.00202476 0.00809716 -0.00114885 2.90832e-05 -0.0127507 -0.0302216 0.0235247 -0.0202283 -0.00189431 -0.0247633 -0.00961597 7.86146e-05 -0.000141513 0.000193996 0.000451376 8.86445e-05 -5.28665e-05 8.17138e-05 -0.000182796 0.000186714 0.000413446 0.00012901 0.000458394 0.0184209 -0.0115819 -0.0474663 0.0394012
internal_weight=51.0671 26.2411 1.90249 1.3439 0.797164 0.208706 24.3386 0.0939664 0.0634214 0.0305449 0.0194631 0.0158294 0.012929 0.127556 24.2446 22.1558 21.4299 20.8281 20.2526 19.7249 19.2227 18.0636 16.9806 15.9081 14.8736 13.3584 0.219992 0.148315 0.0755889 0.00542471
internal_count=4034 1832 109 91 82 57 1723 194 64 130 126 112 110 47 1529 1491 1474 1334 1326 1320 1313 1293 1278 1259 1252 1241 87 65 42 77
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 2 0 2 0 1 1 2 0 0 1 0 0 1 0 1 1 2 2 2 0 2 1 2 1
split_gain=0.000550902 0.00294946 0.00373282 0.00166043 0.00133188 0.00512455 0.0188845 0.00929182 0.00260774 0.00334999 0.00365423 0.00291529 0.00117041 0.00486089 0.0017414 0.00137158 0.0044203 0.0179079 0.00381898 0.00379169 0.00368064 0.00968915 0.0115418 0.0043877 0.00251237 0.00327492 0.00517322 0.00321789 0.0176845 0.00749097
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 41.092444989200011 0.34311846950000008 37.999598532650005 38.969453495950006 0.46989611090000011 37.311503175250003 0.46739618575000003 0.33204095685000007 0.32058920395000007 40.633548727200008 0.48306936920000004 0.54499865270000014 0.39542229275000007 0.54499865270000014 0.55074698365000019 0.41615520495000008 0.5398790455000001 0.44922307715000004 0.4301667614500001 39.110279783550006 36.893814626400008 40.377444152000002 0.48244064550000004 38.748048509250005 0.3782970569500001 39.420767558750008 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 8 9 10 11 -1 15 -14 -15 24 18 -18 -17 -20 21 -19 23 -23 25 -6 -27 -28 -29 -30
right_child=-2 2 3 -5 12 6 -8 -9 -10 -11 -12 -13 13 14 -16 16 17 20 19 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.041246035007416769 -0.00033430445756985993 0.010123379519386955 -0.002879062912966069 0.0044833589609713231 -0.0014022230307706638 -0.10086732310670553 0.014305271761847968 0.10033304625257547 -0.10008799960484308 -0.10047125577067224 0.07367012222453978 -0.10013759041460474 -0.0095865487471693892 0.0017011148583535017 -0.0032358488496669045 -0.0061864117467975866 0.050824434362552309 -0.1002527829886669 0.0025787577717971159 -0.0034042927674687116 0.0023812785714944925 0.018628139103095926 0.035906753066353762 -0.10064530677996647 0.0037235976374169577 -0.00053957724336820023 0.0038320394205317663 0.041362777361835495 -0.013201670707105102 0.01710785818363781
leaf_weight=0.0026744673456640944 24.831133591126804 0.67009706472475628 0.60628650409768148 0.61913956224515232 5.3715116756135775 0.022654962965447112 0.038313049113988029 0.010030613564595114 0.0032881609557762195 0.0027966508641839036 0.0063193584664986702 0.0032075276725098967 0.62670175550668661 2.1278575033488782 1.075616273845039 1.6019952758590799 0.076944078733390264 0.012745894925892176 2.0890570494185496 2.1486773704812663 1.6929704734678066 0.0041659402859051111 0.029190438266027741 0.011878405241560586 2.6893901892158274 2.7727693341168731 1.4214994491039759 0.15316252154298116 0.1836868283808144 0.14663573877624003
leaf_count=48 2202 35 37 37 166 22 42 4 14 1 20 43 66 30 60 117 29 59 24 36 464 46 23 28 40 202 75 21 24 19
internal_value=3.26061e-06 0.00032293 0.00412231 0.000840759 2.68722e-05 -0.0121643 -0.0284914 0.0229891 -0.0194367 -0.00175477 0.0208719 -0.0358523 7.17834e-05 -0.00153223 4.34523e-05 0.00037285 -0.000683871 0.0036077 -0.00202718 -0.000454855 0.0015328 -0.0232419 -0.00154236 -0.0696758 0.00100891 0.000282403 0.00221688 0.00622898 0.0132763 0.000253239
internal_weight=51.0524 26.2213 1.89552 1.22543 24.3257 0.0892848 0.060968 0.0283168 0.0182862 0.014998 0.0122014 0.005882 24.2365 3.83018 3.20347 20.4063 7.66762 1.8279 5.83973 4.23773 1.75095 0.0579807 0.0452348 0.0160443 12.7387 10.0493 4.67775 1.90498 0.483485 0.330323
internal_count=4034 1832 109 74 1723 194 64 130 126 112 111 91 1529 156 90 1373 826 649 177 60 620 156 97 74 547 507 341 139 64 43
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 2 2 1 1 1 0 2 1 2 2 1 0 0 0 0 0 1 1 1 2 2 2 0 2 2
split_gain=0.000467065 0.0162301 0.0274339 0.00463108 0.0010984 0.00486362 0.00581022 0.00499034 0.00159958 0.0103567 0.00321094 0.00789724 0.00173276 0.0011903 0.00453975 0.00115098 0.00398231 0.00476792 0.0033675 0.00254577 0.00581184 0.00210463 0.00751078 0.00370327 0.00597444 0.0110478 0.0524805 0.00499665 0.00233759 0.00408407
threshold=0.48597347385000006 0.48797940185000005 41.919251152600005 0.48386275860000011 0.34587287805000005 41.385032804600009 41.898943182100005 0.34608245260000009 0.34551360740000009 0.34560342505000002 0.48119816770000007 40.984321400500008 0.34548366815000003 40.523311941050004 41.741384785950011 0.34530403280000005 0.4815274992000001 0.48028502140000007 0.4778150355000001 0.4815274992000001 0.48098859315000003 0.34515433670000012 0.34518427590000006 0.34494476210000008 40.633548727200008 41.741384785950011 41.385032804600009 0.47961138885000004 41.436838994450007 41.975471476700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 -6 -7 -8 12 -10 11 -11 15 -12 -15 19 17 18 -17 20 21 23 -23 27 -25 26 -26 -1 -24 -30
right_child=1 -3 -4 -5 5 6 7 -9 9 10 13 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 28 24 25 -27 -28 -29 29 -31
leaf_value=-0.00055177138129080215 0.070323546804329493 8.8082732005128673e-05 -0.004768036756702853 -0.0074455662162587616 0.0097874083160172601 -0.0052276026329641755 0.028205005353047326 0.0031933666226115656 -0.013897799639300761 -0.0045054936901970776 0.0011174410863569802 0.01232190103480249 0.0041557694694556472 -0.0059351832322221999 0.0041489798411117667 0.004293081996486506 -0.006665756752309797 0.0083093485593434529 -0.0051088469270048967 0.0028038286865662222 -0.010666135545909852 0.011890057724466989 -0.0060119655335181474 0.0021781259878164956 -0.10269616346341684 -0.0052679134434554745 0.01813832669478042 0.0087966766226040254 0.0080390225110086883 -0.0043488685759484709
leaf_weight=6.7311231763427548 0.088269193336602991 23.646937453369091 0.10840200238306608 0.87306703059584734 0.60013051765413261 1.0679797732487086 0.092681497562153936 0.57266435293474027 0.62327050602278333 0.52132025640457846 1.0075076222419741 0.59974802846289066 1.0323034832459814 1.5542162852361801 0.6263358376090763 0.56640569168783717 1.0995860737748442 0.6008667096029966 1.1635131817492945 3.2382354245055458 0.52344385371543545 0.65216554855942499 0.56438610559774804 0.52960620861976326 0.06556525390208634 0.52284825457707029 0.079556210082955658 0.62481316342018534 0.54131524357944705 0.52351457238327725
leaf_count=603 26 2588 21 53 71 35 20 129 33 5 4 48 12 10 58 32 12 22 32 29 7 17 11 10 61 21 6 10 5 43
internal_value=2.93731e-06 0.000326017 0.0289343 -0.000280295 -4.26597e-05 0.00202856 -0.00065779 0.00667744 -0.000244109 -0.00184919 -0.000106482 0.00449681 0.000171274 -0.00172521 -0.00303864 -5.68961e-05 -0.00170516 0.000635076 -0.00203049 0.000330467 -0.000374683 0.000122507 0.00282117 -0.000597277 -0.00575417 -0.0120434 -0.0364542 0.000242286 -0.000809052 0.00194862
internal_weight=51.0418 23.8436 0.196671 27.1982 26.3251 2.33346 1.73333 0.665346 23.9916 4.9324 4.30913 1.12107 19.0592 3.18806 2.18055 18.0269 3.43037 2.33079 1.72992 14.5966 11.3583 10.8349 2.28138 8.55351 1.19758 0.66797 0.145121 7.35594 1.62922 1.06483
internal_count=4034 2635 47 1399 1346 255 184 149 1091 158 125 53 933 72 68 921 98 86 64 823 794 787 76 711 98 88 67 613 59 48
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 2 0 2 1 0 0 1 2 2 0 1 2 0 2 2 1 0 1 1 2 2 0 2 0
split_gain=0.000629166 0.00301582 0.00386602 0.00127407 0.00446785 0.00392816 0.00207336 0.00479013 0.0332879 0.0149547 0.00731441 0.00318516 0.00177357 0.00159957 0.0118033 0.00553925 0.00815416 0.00425341 0.00227436 0.00195171 0.00240375 0.00134506 0.00359124 0.00155871 0.00115157 0.00439577 0.0172724 0.00841952 0.00237364 0.00300478
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 0.34575312120000007 0.34554354660000003 41.319407281650008 41.605323437500005 0.4815274992000001 41.770271989050009 0.34614233110000009 0.47883296910000012 0.48271009850000007 0.34587287805000005 42.824128352900011 42.283941020600004 0.4815274992000001 0.34485494450000004 43.047778594550003 0.4778150355000001 43.752965619700007 48.86568841230001 0.3459626957000001 0.48306936920000004 0.34641178410000012 0.34311846950000008 37.999598532650005 38.969453495950006 0.46989611090000011 37.311503175250003 0.46739618575000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -3 4 13 -5 11 8 -8 -10 -11 -7 -13 14 15 16 -2 -15 -18 -19 -21 22 -9 -23 25 27 -27 28 29 -1
right_child=3 2 -4 5 -6 6 7 21 9 10 -12 12 -14 17 -16 -17 18 19 -20 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.019915071969793089 -0.012475844097345187 0.010329942466251865 0.00086042262820035665 0.00769166452599506 -0.0084291432979545621 -0.0093622926294546858 0.10082346848917219 -0.0026247520744502977 -0.030829417123110853 -0.0095567587160923523 0.091169505324710062 0.0040546059887826367 -0.003907864276563709 0.008428543313931159 -0.014527976567287083 0.0075144699704537757 0.0021552960632130009 -0.0027735713827586488 -0.003243848249967235 0.0052541616692101537 -0.00082075078394420065 -0.0030470339999255826 0.0091328492631626724 0.00037801749495831817 8.6163938909132755e-05 -0.10078395057597907 0.012955731728675986 0.10030142627837278 -0.10007957342474352 -0.10042598081775658
leaf_weight=0.011528667022353001 0.5899037517625344 0.66511215781555577 1.2255206961266365 0.68504034899511879 0.77966278545721479 0.57789172790944565 0.036767915796870554 0.49170555744785704 0.082391073551647764 0.011903566782776376 0.018281207404982069 0.51999178482219555 0.6054492295082623 0.61756476312259412 0.64339561584074623 0.79601793782785524 2.2164339932184025 2.0059729204782721 1.2040375436245083 0.99856195251220503 1.8731782334889429 1.5965352686471295 0.55076358653604984 7.9206430894003121 24.227099583546615 0.020513701110985494 0.038240632558046883 0.009083785946017997 0.0029738488818793476 0.0025302069261670121
leaf_count=111 72 35 74 43 59 6 23 52 42 116 7 5 65 36 92 44 39 98 24 121 39 12 6 1201 1529 22 42 4 14 1
internal_value=2.82944e-06 0.000344604 0.00419174 -0.000357953 -0.00111517 0.000319902 -8.69486e-05 0.000428501 0.0182125 -0.00876866 0.0514474 -0.00332762 -0.000228934 -0.00059416 -0.0018081 -0.000105388 -0.00161785 0.000609734 0.000254747 -0.000380202 0.00129162 0.000176983 0.00358709 -0.000196545 4.54293e-05 -0.0115826 -0.0267558 0.0225524 -0.0189122 -0.00174298
internal_weight=51.0247 26.2026 1.89063 24.8221 11.7247 13.0974 12.4123 10.709 0.149344 0.112576 0.0301848 1.70333 1.12544 10.9451 5.44979 4.80639 4.01038 5.49528 3.42047 4.87771 2.87174 10.5596 1.04247 9.51718 24.312 0.0848708 0.0587543 0.0261165 0.0170327 0.0140589
internal_count=4034 1832 109 2202 624 1578 1535 1459 188 165 123 76 70 565 271 179 135 294 63 258 160 1271 58 1213 1723 194 64 130 126 112
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 2 1 2 1 1 2 2 2 2 0 0 2 1 1 2 2 1 1 2 2 0 2 1 0
split_gain=0.000506893 0.00247514 0.00103368 0.00391037 0.0101178 0.0257333 0.0551369 0.0246625 0.00319403 0.00268736 0.00308866 0.00265262 0.00425354 0.00302594 0.00355341 0.0030415 0.00320776 0.0246912 0.0162314 0.0103828 0.0192663 0.0238105 0.0163196 0.0123239 0.00193764 0.00167853 0.00411046 0.0302242 0.0125479 0.00669668
threshold=41.218101594450012 41.092444989200011 0.34575312120000007 0.34536391125000004 0.4784437592000001 0.4871261339500001 42.719328117250008 0.34566330350000002 41.319407281650008 0.3453339720000001 0.34527409360000011 41.385032804600009 41.674196414850009 42.094663496250007 42.283941020600004 0.48028502140000007 0.39672464895000009 49.283271594150008 0.34494476210000008 0.34488488370000009 49.122847560300009 48.96897326980001 0.32058920395000007 0.34219035360000005 48.86568841230001 41.605323437500005 0.4815274992000001 41.770271989050009 0.34614233110000009 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 6 7 -6 -4 10 11 -2 -13 -14 -15 16 24 18 19 20 21 22 -18 -24 -16 -10 27 -27 -29 -30
right_child=2 -3 8 4 5 -7 -8 -9 25 -11 -12 12 13 14 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00015010842042863194 -0.0045502841567400081 0.0062188571953951596 0.0069512226554559464 0.0027211939623511777 -0.10225703849836316 0.0065970489830753697 -0.0069777087684166836 -0.030447524743565314 -0.0029892814074355292 0.004652284563612624 -0.0077046984522022898 0.0076009133946735837 -0.0068114112121082718 0.0080011599452483196 0.0022170671865385395 -0.0038793972264433508 0.094181354068876386 -0.0012793517246868444 -0.01735962362536447 0.094811379360217746 0.10109749097881196 -0.10070471616266052 -0.10026976991305431 0.033191025857778084 -0.0042096231860013844 0.10066764097222057 0.00015951543118162246 -0.027955904092361879 -0.0086089157299849509 0.089390333223798663
leaf_weight=25.502854744851081 1.1662976585789628 0.69023777512961615 0.68235805561385632 1.0494353422631211 0.10167308183235924 0.53322939015924931 0.60572141199372709 0.09030772685946431 1.7058974220309693 1.0630711603494098 0.58324420206179173 0.7713267180504032 0.63616511823962074 0.5623643782822868 0.94410814148397493 1.6346608491148797 0.027479776703785097 0.86407377516297856 0.040960095585205636 0.043534752174878122 0.032471220940351486 0.015678045689128339 0.010420448856450548 0.020590920019685655 0.93250478083609778 0.033317907399348146 10.558059094709705 0.081806682415924925 0.011893313514663384 0.016854522770188396
leaf_count=1786 27 46 43 52 32 3 33 12 76 12 31 38 58 20 111 26 38 9 33 8 1 5 32 24 19 23 1271 42 116 7
internal_value=3.18411e-06 0.000310031 -0.000320645 -0.00100241 -0.00462094 -0.0104102 -0.0217788 -0.0684779 0.000290239 -8.10803e-05 -0.000688367 -0.00015709 0.000626801 -0.000306297 0.000500576 -0.000423125 0.00150395 0.00591508 0.0384393 0.0536584 0.0368581 0.00873418 0.0380683 -0.0116545 -0.000976409 -7.60758e-05 0.000388292 0.017177 -0.00798463 0.0488469
internal_weight=51.0126 26.1931 24.8195 11.7293 2.38037 1.33093 0.797702 0.191981 13.0902 9.34895 8.28588 7.70264 6.53634 5.76501 5.12885 4.56648 2.93182 1.05521 0.191135 0.150175 0.10664 0.0741692 0.0584911 0.0310114 1.87661 12.4078 10.7019 0.143872 0.110555 0.0287478
internal_count=4034 1832 2202 624 132 80 77 44 1578 492 480 449 422 384 326 306 280 150 141 108 100 99 94 56 130 1535 1459 188 165 123
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 2 1 2 0 1 0 0 0 0 2 1 1 2 0 2 2 1 0 1 1 0 0 1 1 1
split_gain=0.000608455 0.00196484 0.00151565 0.000780194 0.00725436 0.01642 0.00569115 0.0038285 0.00382588 0.00615351 0.0048429 0.000848517 0.00544019 0.00272127 0.00254683 0.00420428 0.00255094 0.000935812 0.00167988 0.00240755 0.0462565 0.00334732 0.000820913 0.00271551 0.00594951 0.0015691 0.00192921 0.00766607 0.0100009 0.00207019
threshold=48.96897326980001 49.283271594150008 0.39672464895000009 0.34398670700000006 0.46739618575000003 48.778770352700008 0.32058920395000007 35.782584506850007 0.43260680815000008 0.33750486510000005 0.44284602260000011 0.47883296910000012 0.4784437592000001 0.47916230050000003 40.206947806850003 0.34479506600000004 0.34503457980000002 40.340071172300007 0.4778150355000001 41.385032804600009 41.646178195200001 0.34530403280000005 0.48098859315000003 0.3453938505000001 0.34515433670000012 0.4815274992000001 0.48271009850000007 0.34503457980000002 0.34569324270000007 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -8 10 -10 12 14 -13 -5 -16 -17 -18 19 21 -21 -19 23 24 -15 -24 27 -27 -29 -28
right_child=1 -3 3 11 -6 -7 8 -9 9 -11 -12 13 -14 22 15 16 17 18 -20 20 -22 -23 25 -25 -26 26 29 28 -30 -31
leaf_value=-0.0039249060203124441 0.005009378793902966 -0.0015789941373431033 0.041977811765653468 -0.0061964347730065344 0.00036157884931566509 0.10036595970730144 0.080628326002895032 -0.1001188234797441 0.008169637095238538 0.066312991899851056 -0.085278695093081919 0.0067582255035114908 -0.010083591092298151 -0.000712554214218869 0.0084249110125058039 -0.0062903159233268051 0.0043755176596992655 -0.0064921922968069886 -0.0021720877181380591 0.10069786118227278 -0.00085548258539569792 0.0030738305921687884 -0.0030067709982221878 -0.0026423866826978983 0.0084878059547164354 0.012148007405133788 -0.0029979443889706719 -0.0061293353016283357 0.0096992119612450654 5.9423150895871383e-05
leaf_weight=0.99576446182027112 0.93003874538970499 0.88187266360921779 0.0025038611565777469 0.64317564186666754 0.96502565760007286 0.024250963469967246 0.0077646845678565049 0.0078115649601082637 0.015731536829889592 0.010675621260816115 0.0085652424747166833 0.61153753702092117 0.60882132877020456 1.7334046613250387 0.59230849265668428 0.65681705106612742 0.51623262697830785 0.56254723402270279 2.0834222052685618 0.048632916969381657 0.57695684586403262 1.045843699940171 1.7882186136266671 1.1948542208143065 1.1822438391245667 0.63894264725968408 2.4014157506171605 1.1506701058242468 0.61119466909924236 28.484113154343838
leaf_count=188 33 255 7 103 54 4 29 95 20 18 46 14 30 29 27 32 3 57 39 4 228 16 39 66 26 11 56 17 60 2428
internal_value=3.11298e-06 0.00180276 -6.32047e-05 1.66178e-05 0.00272275 0.0321986 0.00103852 -0.0656277 0.0171297 0.00303155 -0.0247733 -4.32294e-05 -0.00103157 0.000138927 -0.000212192 0.000420566 -0.00044294 0.000351629 -0.000129508 0.00177541 0.0070392 -0.00027196 3.5624e-05 0.00137264 0.00301803 -0.000121065 3.39613e-05 0.00276455 -0.000638378 -0.000178294
internal_weight=50.9814 1.81191 49.1694 48.1737 1.04233 0.0773035 0.0530525 0.0103154 0.0427371 0.0349724 0.0242968 47.1314 7.33476 39.7966 6.72594 6.08276 5.49045 4.83364 4.3174 2.23398 0.62559 1.60839 39.1851 4.1105 2.91565 35.0746 33.2863 2.40081 1.76186 30.8855
internal_count=4034 288 3746 3558 273 219 215 102 113 84 66 3285 539 2746 509 406 379 347 344 305 232 73 2732 121 55 2611 2572 88 77 2484
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 1 1 0 2 2 1 1 1 0 1 0 0 1 2 1 0 2 0 1 1 0 0 1
split_gain=0.000554779 0.00378676 0.00179933 0.00118153 0.00573368 0.00233949 0.00142461 0.00337379 0.00579543 0.00397329 0.00736557 0.00326546 0.00226985 0.00163285 0.022553 0.00267674 0.00562363 0.00331433 0.00429278 0.00114103 0.00105024 0.0028983 0.0245099 0.00592887 0.0138562 0.0036739 0.00228918 0.00757283 0.00500828 0.00221128
threshold=41.436838994450007 41.535369675400013 41.385032804600009 0.47769527860000011 40.80591513400001 39.256147742250008 40.80591513400001 0.34988473400000003 0.41911918805000009 0.48200652675000005 41.319407281650008 40.750688432250008 0.44751654140000008 0.3447052483500001 0.34479506600000004 0.47808448850000007 0.34488488370000009 0.47997065955000012 0.48028502140000007 0.34512439750000007 38.748048509250005 0.39072183470000005 0.50465554925000011 39.458743938000005 0.51505942935000004 0.40099098830000007 0.41853537320000006 0.54562737640000014 0.56294721715000018 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 11 9 -9 -8 -11 13 -10 -5 -15 -16 -17 -18 -19 -20 -21 22 29 -24 -25 -23 -27 -28 -29 -22
right_child=1 -3 -4 6 -6 -7 7 8 12 10 -12 -13 -14 14 15 16 17 18 19 20 21 25 23 24 -26 26 27 28 -30 -31
leaf_value=-0.0015220848050904207 -0.0075653158344253651 -0.00014318849041535783 0.005690482986761447 0.0050402232978362643 -0.010519134405468583 0.0058559508510596043 0.0010128855762657353 -0.0086342101469929124 0.0065829179125420599 0.014977663287513833 0.0014776924162279411 -0.0077602532496364937 -0.0023121643065014161 -0.033976717762906714 -0.006616754795692412 0.010351199074609374 0.0038740710862340075 -0.0091858570731863428 -0.0047707208535282203 -0.0010175965246072927 0.0017479026742144731 -0.0080623239788718045 0.042368928484730506 0.045934388032790541 0.0043635557257269341 0.0016740595742881352 -0.01178823121263959 0.021104361576605838 -0.00026401265070274298 -0.0036136215133261806
leaf_weight=1.4793359026988637 0.71323448510350829 18.979594125540977 0.59967419824295731 0.65496605413137032 0.59347261483991776 0.60575782392015032 3.7939808832888975 0.79077944050004578 0.62171440572274128 0.67092181122279715 1.016410817595897 0.53869373190852954 0.53266448131643163 0.19382488681003707 0.54267241759225981 0.56288808723911898 2.1632601903693294 0.52544959494843979 0.48438572883605857 5.0166396162799574 2.1326258482877156 0.59546773347801707 0.12543852643830167 0.11621089846084942 0.25860409240340232 3.6123638887795719 0.6085858768725031 0.12162506193192246 1.1172513850593624 1.2032824767597388
leaf_count=243 46 2024 16 16 42 107 37 54 35 36 15 13 59 10 6 8 31 5 2 716 21 52 19 30 30 39 26 52 182 62
internal_value=3.78058e-06 -0.000412003 0.000265553 0.000159514 -0.00184696 0.000621369 0.000351455 0.00153868 -0.00203925 0.00280839 0.00684559 -7.70871e-05 0.00247846 0.000129489 -3.64686e-05 0.000306396 0.000507908 0.000201475 -0.000297634 5.78172e-06 0.000160977 0.000758713 0.00290932 0.0235505 0.0172525 -0.000603743 0.000209716 -0.00265353 0.0018338 -0.000186032
internal_weight=50.9718 19.6928 31.2789 30.6793 2.67857 2.08509 28.0007 7.42647 1.94516 5.48131 1.68733 20.5742 1.15438 20.0355 19.3806 19.1868 18.6441 18.0812 15.9179 15.3925 14.9081 9.89146 3.83616 0.500254 0.374815 6.05529 5.45983 1.84746 1.23888 3.33591
internal_count=4034 2070 1964 1948 392 350 1556 236 148 88 51 1320 94 1307 1291 1281 1275 1267 1236 1231 1229 513 162 79 60 351 299 260 234 83
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 2 2 1 1 2 2 2 2 1 1 2 0 2 0 2 0 1 1 2 2 0 1 1 2
split_gain=0.000501374 0.00159506 0.00121624 0.00070404 0.00632641 0.0112457 0.0116897 0.0121732 0.0156674 0.00594696 0.00460505 0.0102711 0.00065252 0.00602023 0.00765048 0.00700257 0.00159141 0.00202448 0.00404176 0.00348963 0.00509097 0.00432432 0.00263152 0.00426056 0.00630808 0.00358751 0.00342381 0.00212979 0.00633831 0.00902245
threshold=48.96897326980001 49.283271594150008 0.39672464895000009 0.34398670700000006 38.969453495950006 0.43260680815000008 39.952536079750011 41.32819714970001 0.34219035360000005 0.32168198560000011 48.778770352700008 40.098777110850008 41.50623664750001 41.605323437500005 0.34488488370000009 0.34527409360000011 41.481306584950012 0.47943175355000006 41.32819714970001 0.4784437592000001 40.377444152000002 0.47700667645000011 0.34551360740000009 0.34452561300000012 40.80591513400001 40.206947806850003 0.48200652675000005 0.35738450945000005 0.34587287805000005 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 10 -7 -8 9 -9 11 -6 16 15 -15 -14 17 18 19 20 21 -5 23 -19 25 -25 -24 28 -28 -30
right_child=1 -3 3 12 5 6 7 8 -10 -11 -12 -13 13 14 -16 -17 -18 22 -20 -21 -22 -23 26 24 -26 -27 27 -29 29 -31
leaf_value=-0.0035132552266927252 0.0045321946637632031 -0.0014057318112735409 -0.00030774082091311502 0.0034434050631737332 0.10010653449212875 0.044313854634531191 -0.088498799043414247 0.018221850383568914 0.093598549208057116 -0.10026615545360203 0.10033113145369839 -0.10007386816245303 0.0013242100924591598 -0.011834664699397993 8.6219091746859183e-05 -0.03454098437918187 0.0054551834030488215 -0.0021945475683469808 -0.0086868521808914547 -0.0053808691932897505 0.0034734769168448549 -0.0072256762984682504 -0.0053944485973245792 0.0045374694928964282 0.0099491480336006514 -0.0025136083187921867 -0.00080610265335159098 -0.00022220227326721727 0.016011295673592201 -0.0012798479883565123
leaf_weight=0.99703815746531788 0.928199906430488 0.8824929260467762 0.91213165146456165 0.578795234444338 0.0064292903989553452 0.042827378303627484 0.019539894424028148 0.0073269595595775163 0.01341405970742926 0.010040696944010108 0.021953541785478592 0.0042624249342253506 0.10617038630880438 0.55787032189459651 15.392437884583581 0.11172767251326354 0.57158881648956494 1.4784226978081303 0.69172750692814577 1.1872979666513854 2.6469239920697021 1.1054865580226758 1.1201150580214072 1.6792582942289302 1.265764345123898 1.2652553673833606 2.0319943794747863 14.102541103179238 0.6774181617565771 0.54419357108417898
leaf_count=188 33 255 117 92 2 13 28 12 3 36 4 58 15 36 1441 29 13 7 11 26 80 19 24 24 40 22 23 1321 53 9
internal_value=3.98577e-06 0.00163818 -5.62181e-05 1.53622e-05 0.00259159 0.0236146 0.00591412 -0.0267669 0.0124199 -0.0502792 0.0741204 0.0203014 -4.13911e-05 -0.000556257 -0.00033072 -0.0170657 0.000227602 0.000129231 -0.00148118 -0.00057797 0.000738632 -0.0035593 0.000543095 0.00242376 0.00404546 0.00150763 -3.59466e-05 0.000309875 0.00261613 0.00830858
internal_weight=50.9606 1.81069 49.15 48.1529 1.03793 0.125794 0.093149 0.0503216 0.0307817 0.0173677 0.0326453 0.0106917 47.115 16.1682 15.9503 0.217898 30.9468 30.3752 6.21023 5.5185 4.33121 1.68428 24.165 5.6887 4.21028 2.94451 18.4763 17.3561 3.25361 1.22161
internal_count=4034 288 3746 3558 273 156 92 79 51 48 64 60 3285 1521 1477 44 1764 1751 228 217 191 111 1523 93 86 46 1430 1406 85 62
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 1 0 2 2 2 1 2 1 0 0 0 2 0 0 1 1 2 0 2 2 1 0 2 0
split_gain=0.000474419 0.00177953 0.010825 0.00175168 0.00458666 0.00442003 0.00333199 0.00325969 0.00279481 0.00264178 0.00240527 0.00404995 0.00292323 0.00307904 0.0146087 0.00181233 0.0014289 0.00139693 0.00680337 0.00137828 0.000981274 0.0347223 0.0060639 0.0104517 0.0378594 0.00820051 0.00511226 0.00628327 0.0132022 0.00470184
threshold=40.563919884450009 40.80591513400001 0.34545372890000009 40.316494640950005 40.206947806850003 40.137820134150012 0.39591628995000006 0.4778150355000001 40.040005255000004 40.377444152000002 39.896141435400004 0.34554354660000003 39.685256516350002 0.41804137600000008 0.50410167360000013 0.50278434775000014 0.51401155655000019 40.984321400500008 0.54499865270000014 0.56294721715000018 0.41911918805000009 0.42114008565000011 42.434124620650003 0.56643513670000012 43.077238082650005 43.487767439550005 0.4317685099500001 0.56719858685000013 42.402981339000007 0.5398790455000001
decision_type=2 2 2 2 2 2 2 2 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 8 7 -5 10 -9 12 -12 -1 14 -14 -13 -4 18 -3 -20 29 -22 26 24 -24 -26 -23 -28 -29 -19
right_child=1 17 16 6 -6 -7 -8 9 -10 -11 11 15 13 -15 -16 -17 -18 20 19 -21 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=-1.3277276650077396e-05 -0.014550613838900503 0.010824947181421865 -0.0026071798176422532 -0.00075201704158460068 -0.0075270148598748799 0.0085783933120713186 -0.0017253867106610265 0.0024773034797579453 -0.0067571187260282717 0.0095042474938950624 -0.0021658298926010315 0.0033507966946449649 -0.039690479537740533 -0.0021261317208274154 0.0101847016096175 0.01019443757725884 0.0021387088521373442 -0.00010823800730103822 -0.0058112777519542108 0.0013841924463200836 0.091981641541533654 -0.0038189081956483727 -0.10081844630902313 -7.1591998721476287e-05 0.088272546158144213 -0.031746840085113366 0.055560496514888862 -0.065454996759937503 0.078587121541097191 -0.009241587211326438
leaf_weight=9.2991484808826517 0.60245419917129472 0.65252782815627242 1.0390944029747076 1.0073540457724441 0.79590881272319869 0.6133311065030228 1.5479923890598035 1.0251771386629118 0.60284515537345562 1.1189736059241111 0.98563145094521987 1.0227364577235816 0.12358015956124324 0.50128412429710645 0.11190915404631596 0.62247474173624251 1.6289262009546339 24.231301416326001 0.52195744263008215 0.54330060394640611 0.041976056523707395 0.052579256528207829 0.040896344283578412 1.5276476981326848 0.01876608532438695 0.0081720770626856898 0.054534613422219991 0.014952195856448247 0.01107702124863863 0.5770708704629034
leaf_count=1203 76 25 15 12 45 31 36 14 30 29 5 5 17 24 25 53 50 1423 6 37 12 20 30 422 6 103 27 153 3 97
internal_value=4.09739e-06 -0.000234996 -0.00244349 0.000393579 -0.000144379 0.000278867 0.00207389 0.00394006 -0.000104743 0.00614447 0.000211861 0.00290327 -0.000493672 -0.00655696 -0.0159888 0.00594013 0.000290362 2.02571e-05 0.00278403 -0.00214146 -0.000158364 0.00211602 -6.61743e-05 -0.00177713 -0.0401862 0.0518629 0.0204366 0.0362667 -0.00415628 -0.00032069
internal_weight=50.9456 31.5672 3.27047 19.3783 14.6788 13.8829 4.6995 3.1515 13.2696 2.14415 12.6668 2.63084 10.0359 0.736773 0.235489 1.64521 2.66802 28.2968 1.71779 1.06526 26.579 1.7706 1.72863 1.59548 0.0678345 0.0269382 0.133143 0.0805638 0.0260292 24.8084
internal_count=4034 2505 141 1529 1438 1393 91 55 1362 43 1332 63 1269 66 42 58 65 2364 68 43 2296 776 764 561 139 109 203 183 156 1520
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 1 0 2 0 0 1 2 1 2 2 2 1 0 0 0 1 2 2 1 2 2 0 1 1
split_gain=0.000414648 0.00129032 0.000977031 0.000710911 0.00258197 0.00324206 0.00160427 0.00182165 0.0177182 0.0217919 0.0122185 0.0137225 0.00705056 0.0118898 0.00750766 0.00568159 0.00727235 0.00493174 0.000954708 0.00283412 0.00268672 0.00651904 0.0112318 0.0058517 0.00424907 0.0025836 0.0407996 0.00344473 0.0299877 0.0155999
threshold=48.96897326980001 49.283271594150008 0.39672464895000009 0.34467530910000005 0.34485494450000004 0.34479506600000004 0.34452561300000012 0.47817430615000006 38.179089776100007 0.47736594710000008 0.43260680815000008 0.34398670700000006 41.32819714970001 0.34219035360000005 39.051326806600009 48.778770352700008 40.098777110850008 0.32168198560000011 0.4778150355000001 0.47865333370000007 0.48098859315000003 0.3453938505000001 42.198888176300009 40.040005255000004 0.34560342505000002 41.385032804600009 41.646178195200001 0.47769527860000011 0.34536391125000004 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 8 -4 10 15 12 14 17 -12 16 -10 -14 25 -20 21 22 -21 -23 -25 27 -27 28 29 -6
right_child=1 -3 3 4 18 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19 19 20 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0031473293441790385 0.0040976117698743753 -0.0012445201927385181 -0.00097345452449007193 -0.00041195530229459765 -0.021240630791664862 -0.010334416345944486 0.006052073874584344 -0.0019976668605287879 0.072123762924641677 0.093743574022005255 -0.0010571559464391004 0.061762753398153104 0.016465393699742426 0.092270303818214189 -0.07419456946479884 0.1002996085155806 -0.10006660855305743 -0.10021999639728421 -0.0032244295764980754 0.015760767703611872 -0.00016066582654594672 0.0078698438358888022 0.0001824946074917204 -0.0077600770731756146 0.0027252568122784955 0.065775565897542521 -0.0029350052056007149 0.0026443645711991016 0.0025906586940936116 -0.10677493449283626
leaf_weight=0.99817128648265807 0.92652502168203621 0.88306497866915556 1.4221473371312852 0.82630500191157386 0.045744068171819675 0.54746509841057245 0.60450933042011445 1.5644567884087335 0.0067627710603516134 0.043641288881190121 0.024947703456604353 0.025252858741623418 0.0073038211921816476 0.012305129843298124 0.032087869061356855 0.019872455392032862 0.0038486124769008256 0.0071857622506852348 2.6877076380873168 0.81089298673032217 33.308280437215799 0.54758947087356125 1.0782093479792818 1.085975583498566 0.60002079215684023 0.10124383298762041 0.59017620453683228 1.5380559999030083 0.53738638986683862 0.039939521596438064
leaf_count=188 33 255 113 44 82 16 17 20 7 4 9 6 12 3 35 4 58 35 60 31 2582 10 19 21 49 7 242 8 55 9
internal_value=4.09888e-06 0.0014907 -5.06704e-05 1.35657e-05 -9.85704e-05 -0.00436618 0.00133107 0.000430731 0.00279726 0.0320673 0.0127817 -0.00285958 -0.0223263 0.0199853 -0.0422038 0.0687524 0.00967253 -0.0414019 3.78633e-05 -8.78235e-05 0.000137399 0.00254554 0.00686943 -0.00111149 -0.0040285 0.00180554 0.0071262 0.000103276 -0.00616943 -0.0611106
internal_weight=50.9271 1.80959 49.1175 48.1193 44.345 1.37377 3.77432 3.16981 1.60536 0.183208 0.139567 0.109083 0.0838303 0.0267947 0.0570356 0.0304838 0.0106114 0.0144896 42.9712 40.1187 37.431 4.12269 1.8891 2.23359 1.686 2.85255 0.69142 2.16113 0.62307 0.0856836
internal_count=4034 288 3746 3558 3235 60 323 306 286 173 169 100 94 50 44 69 65 47 3175 2772 2712 130 50 80 70 403 249 154 146 91
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 2 0 2 1 0 0 0 0 0 0 1 1 0 0 2 0 0 2 2 0 1 0 1
split_gain=0.000361617 0.00240809 0.00272616 0.0125564 0.00221859 0.00143028 0.00280112 0.00230683 0.00250157 0.00193637 0.00342747 0.000869382 0.0141349 0.00433703 0.00229442 0.0221884 0.0158868 0.00150063 0.00135475 0.0101923 0.0114001 0.0197703 0.00335241 0.00248953 0.00152589 0.00441227 0.00251613 0.00188107 0.00235411 0.00238531
threshold=39.896141435400004 39.685256516350002 0.41804137600000008 0.50410167360000013 40.003678352300007 40.098777110850008 40.159267750750011 40.316494640950005 0.48028502140000007 40.467253020850002 0.39591628995000006 0.47997065955000012 0.4778150355000001 0.48028502140000007 0.49949103320000005 0.48447651265000008 0.49787431515000008 0.36042334060000009 0.36945001650000003 0.51857728810000003 0.5223196910500002 38.179089776100007 0.5231430197000001 0.50922128080000018 39.458743938000005 38.903925214650009 0.52770875125000016 0.39091643965000006 0.53866650695000018 0.40667944075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -2 -6 -7 8 -8 10 -9 12 -1 -13 15 -15 17 -17 -16 23 21 -21 -22 -20 25 26 -24 -28 -29 -30
right_child=4 2 -4 -5 5 6 7 9 -10 -11 -12 13 -14 14 18 16 -18 -19 19 20 22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00077803853659795053 0.0033047826140072886 -0.037269552416596574 -0.0018944455054189825 0.0091923221672369354 -0.0048622364685167903 0.0068873640320680808 0.00073376462228988784 0.0057055570736248996 -0.0079453935030358459 -0.00013966899174856336 -0.00090622528330700641 -0.0093968440120782929 0.032821456763159028 0.064620941892641171 -0.0042947016359016843 -0.028509605990330734 0.02345211303631721 -0.057106242631734132 0.03710320178260975 0.012689395757087713 0.012752125490376668 -0.059190546398294602 -0.0069673976834745827 0.012301819184218112 -0.005261490768116747 0.0079198114150682963 0.0056143122183387644 -0.0063987254311196236 0.0062480470031310376 -0.0010120615768058081
leaf_weight=1.5303163463235652 2.0965776691521745 0.12125587713671837 0.50203596209320711 0.11179351399232473 0.60422528786660379 0.58846346848353803 0.5928606159868639 1.5971181368577156 0.75501331995478438 33.1102404557125 1.5400715862149779 0.51661377272102971 0.13636382549884718 0.05519832296909033 0.72771843010957571 0.037262932244630065 0.072279173284186982 0.036155178633634932 0.08306693536471943 0.068993407295692921 0.20877991573070165 0.085913012288074242 0.57021957003724555 0.078930651398685825 0.52960408387900848 0.67354099338451323 0.54142830055207047 0.60250116475076287 0.57218012383236816 2.1642947032419428
leaf_count=260 30 17 24 25 48 30 11 32 50 2535 29 4 21 11 31 29 23 12 19 21 17 26 44 26 39 84 5 58 12 461
internal_value=4.31165e-06 -0.000533865 -0.00604364 -0.0149818 0.000136293 -3.49711e-05 4.14162e-05 -6.57405e-05 -0.00412788 8.53115e-05 0.00245978 -9.79592e-05 0.00197099 -0.000550212 9.27609e-05 0.0106276 -0.00982818 -0.0425922 -0.000213644 0.000266958 -0.000399402 -0.0271761 0.00030812 0.0250191 -0.000151407 0.000376742 -0.000764798 0.000146664 -0.000739937 0.000505983
internal_weight=50.911 10.0264 0.735085 0.233049 40.8846 38.788 38.1838 37.5953 1.34787 36.2474 3.13719 9.29136 1.66668 7.62468 7.10807 0.200896 0.145697 0.0734181 6.90717 6.17945 6.01746 0.154906 5.86255 0.161998 5.65377 5.12416 4.45062 3.8804 3.33898 2.73647
internal_count=4034 1269 66 42 2765 2735 2687 2657 61 2596 61 1203 281 922 918 75 64 41 843 812 767 47 720 45 703 664 580 536 531 473
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 2 2 1 1 2 2 0 2 2 2 1 0 1 1 0 0 2 2 2 0 2 0 1 1
split_gain=0.000354991 0.00647656 0.00393012 0.0160286 0.00120919 0.0028728 0.00287744 0.00209103 0.0018163 0.0183928 0.00821997 0.0103997 0.00259302 0.00238698 0.00524951 0.00868827 0.00399229 0.0193611 0.00324814 0.00395142 0.00604023 0.0035285 0.00195491 0.00200903 0.00184537 0.00127879 0.00305878 0.00113481 0.00272061 0.00229604
threshold=0.48447651265000008 0.48351845755000006 0.48797940185000005 41.50623664750001 40.159267750750011 39.664548207900005 39.337369931850013 40.280372415600006 0.34479506600000004 0.34488488370000009 41.898943182100005 40.94178426300001 0.39718870690000002 43.047778594550003 42.67709657435001 42.824128352900011 0.34518427590000006 0.4778150355000001 0.3453938505000001 0.34560342505000002 0.48119816770000007 0.47883296910000012 41.646178195200001 40.720231579350006 41.32819714970001 0.39672464895000009 48.86568841230001 0.49094338495000006 0.34641178410000012 0.35374689380000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -6 10 -10 11 -9 25 14 16 -16 17 22 24 -20 21 -21 23 -11 -18 26 -12 28 -4 -29
right_child=2 -3 27 -5 7 -7 -8 8 9 13 12 -13 -14 -15 15 -17 18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00023655507195826644 0.02706312425337571 -0.0074912771430934114 -0.0047227702321789126 -0.0016313758442712157 0.00461166262499555 -0.0047819682789445803 0.013568911108710852 -0.00090990605238074897 -0.017267054385720085 -4.3303561409652912e-05 0.0030842996801753401 0.017529265107282723 -0.0069029845406984869 -0.0042671281897286601 -0.0015639088496356007 0.015474621987583287 0.0069110114525751474 -0.017731491102631426 -0.0043838640251407952 0.0026443383367855972 -0.00090805983818669834 0.012229236785972349 -0.0028425973813314518 0.0085134578130787973 0.0017060822615252037 0.0036571598133569245 -0.0049923185215535069 0.0042845387931789358 0.0011980231507789877 1.2552095081188339e-05
leaf_weight=2.0719540783031705 0.27259686129400762 1.1801113241090195 1.5501532563939719 0.68097121056256782 1.1084510506771064 1.5993058597350196 0.16284038573644455 0.57498320181675378 0.61813082605317404 0.49986921188149513 0.94721916159210084 0.65351631554459289 0.55592249228808288 1.0487555479162498 0.59463999053571892 0.60250790439289581 1.143472967854904 0.6879978304348241 1.7148108280211998 1.0278223808790548 4.2876483523740943 0.61322021488058442 0.5070644344853007 0.60829812715292064 1.6848188775247761 0.90838662907481182 0.92860384984669508 1.3465094956918608 1.5541698535915029 19.163743405642137
leaf_count=271 37 34 24 48 13 31 22 33 17 53 121 57 122 181 77 35 16 26 42 53 33 35 11 11 41 7 19 61 25 2478
internal_value=4.07453e-06 -0.000251028 0.000277475 0.00657153 8.87027e-05 -0.00154623 0.000769393 0.000382775 0.000150808 -0.000361608 0.00190488 0.00889905 -0.000667575 0.000334073 0.000679441 0.00701135 8.6078e-05 -0.00368332 0.000915142 -0.000156187 0.00106662 0.006226 0.00230041 0.0046537 0.00381043 0.000577448 -0.000913934 2.33174e-05 -0.00175854 0.00029301
internal_weight=50.8985 26.3304 24.5681 0.953568 25.1502 3.8341 2.23479 21.3161 20.2077 15.6391 4.56863 1.2285 3.34013 15.0209 13.9722 1.19715 12.775 2.30323 10.4718 7.6435 5.92869 1.64104 1.61523 1.10817 2.82829 2.78421 1.87582 23.6146 3.10432 20.5103
internal_count=4034 1361 2673 85 1327 324 293 1003 990 631 359 90 269 614 433 112 321 101 220 163 121 88 75 64 57 147 140 2588 49 2539
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 0 2 0 0 1 2 1 2 2 0 1 2 1 0 0 0 1 1 2 1 2 2 2 2
split_gain=0.000424256 0.00576576 0.0015467 0.00105111 0.00108837 0.000803363 0.00447241 0.00227974 0.00211532 0.00132029 0.000703417 0.00118814 0.000666723 0.00305299 0.00340691 0.00511771 0.00325306 0.0071295 0.00251853 0.00271505 0.0032219 0.00208187 0.0041407 0.00252835 0.000651026 0.000883186 0.0110629 0.00332423 0.0123871 0.007025
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.34566330350000002 0.4778150355000001 0.34485494450000004 0.47754558250000007 41.385032804600009 0.47769527860000011 0.47396784530000008 0.31100865245000009 49.420225120050006 0.34536391125000004 40.563919884450009 42.824128352900011 0.47976108500000009 0.34485494450000004 41.50623664750001 0.34542378970000004 0.48068920095000006 0.48119816770000007 0.48244064550000004 0.34560342505000002 0.34575312120000007 48.457543166250012 0.34311846950000008 43.572676689450006 37.999598532650005 38.969453495950006 37.903039192800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 9 8 -7 10 11 -1 13 -4 15 -15 -17 -18 -14 -20 -21 -22 -23 -24 25 26 27 29 -29 -12
right_child=2 -3 12 -5 -6 7 -8 -9 -10 -11 24 -13 18 14 -16 16 17 -19 19 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0037208675440095576 0.005166254099030914 -0.010036147138590107 0.0044585033923664414 0.0042981996781112607 -0.0021955603212624217 -0.0048625394112142006 -0.0090996511014512747 0.0067486649105413 0.0020727799194851398 0.0047628220277547966 -0.016175776840429309 -0.0013869548358766298 -0.0068982182955409956 0.0036694425162722821 0.0035019162518094026 -0.00055348438428670275 -0.00025174336593980165 -0.014791825437095271 -0.0064446472521779725 0.00735207012099999 -0.003871981877598997 0.0062781259133734557 -0.0048548017623454634 0.00012371766937729539 -0.0032723355590099697 -0.00061588786265386324 0.083647883376406829 -0.10076260124936759 0.0073382258929747968 0.10027391316536541
leaf_weight=0.95829711518278882 0.60700008514686388 0.60481933667654253 1.8425406643073063 0.54082838509876729 2.1935147619515192 0.61688321336134566 0.53238139301538456 0.67372112724057043 1.5319347991608083 0.65045993133583113 0.01395790958856713 0.86779572116211057 0.53802508179068809 1.0996058207529134 1.636322255246341 1.123711846303195 0.64660043004550949 0.70482592063490301 0.64012152506740605 0.6064514591807918 1.333938963331067 1.0683924855838984 1.0603407194430499 26.869509504808111 0.97055573705256393 0.87568770187506595 0.016645933835548021 0.013915724735888091 0.044489634884584461 0.0082380175590515137
leaf_count=190 15 31 35 212 37 96 6 105 8 46 118 6 13 18 19 22 21 22 54 23 29 27 18 2688 25 19 34 20 76 1
internal_value=4.4193e-06 -0.000541806 0.000157039 4.60132e-06 -0.000228343 0.000326659 -0.000440734 0.00167313 8.17867e-05 0.000602208 -0.000115726 0.00129353 7.94143e-05 0.000959762 -0.000277331 -0.00200726 -0.0045292 -0.00783501 -0.000113931 1.65682e-06 0.000135031 -9.26395e-06 0.000168424 -6.5289e-05 -0.00143985 0.000388145 0.00942922 -0.00589856 -0.018418 0.0270445
internal_weight=50.8915 11.1141 39.7774 10.5093 9.96848 7.77496 4.95242 2.82254 2.14882 4.42004 3.76958 1.82609 39.1704 7.05361 5.21107 3.57474 2.47514 1.35143 32.1168 31.5788 30.9386 30.3322 28.9982 27.9299 1.94349 0.972935 0.0972472 0.0806013 0.0584054 0.0221959
internal_count=4034 1030 3004 999 787 750 541 209 104 535 489 196 2989 137 102 83 65 43 2852 2839 2785 2762 2733 2706 293 268 249 215 96 119
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 1 0 0 2 2 0 2 2 2 0 0 1 2 0 1 0 0 2 1 0 1 2 1 0 1
split_gain=0.000490486 0.00266045 0.00334549 0.000871764 0.00298246 0.00258345 0.00158705 0.0235817 0.0109244 0.0152473 0.00471081 0.00349746 0.00147077 0.00607838 0.0146849 0.00585319 0.00725216 0.00330507 0.00200642 0.00140195 0.00194491 0.00113854 0.00284383 0.000856035 0.00187728 0.0122669 0.014606 0.00448377 0.00354253 0.0152453
threshold=41.218101594450012 40.94178426300001 0.48351845755000006 0.34575312120000007 41.319407281650008 0.34554354660000003 0.48244064550000004 0.48119816770000007 41.535369675400013 42.141702038450013 0.47709649410000005 43.384297312450009 43.018222997350009 42.283941020600004 0.48028502140000007 0.4815274992000001 0.34485494450000004 43.182896969600009 0.4778150355000001 0.34524415440000006 0.39718870690000002 0.39672464895000009 48.86568841230001 0.34608245260000009 0.49649711085000009 0.37286308795000006 42.388109226950007 0.35374689380000007 0.53833717555000005 0.37668033890000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 12 7 8 -6 -10 -11 -12 13 15 -15 16 -2 -14 -18 20 21 22 -19 -8 -25 26 -26 -28 29 -27
right_child=3 2 -4 4 6 -7 23 -9 9 10 11 -13 17 14 -16 -17 18 19 -20 -21 -22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=2.5201295185091026e-05 -0.011849494863166101 0.0071719072361953184 -0.0015440541003545506 0.0066952666446822729 -0.0017516341099049198 -0.0065260886970681985 0.0020083745178985329 -0.042481546915949853 0.060259505558931628 0.046429119660295365 -0.10034965251611352 -0.0063447081357495038 0.007968106968034943 0.0029803906044918701 -0.01915896249440889 0.0078749651638736606 0.0019988246076621829 0.0029650250588805615 -0.003086313527831452 0.0046014327017957985 -0.0045515741129585523 0.0034222473763013354 -0.0048241702807675759 -0.0017684834501286101 -0.0073012876097157276 -0.074793072313081507 0.024970334625635315 0.058022777006637272 0.00042940249442405639 0.00020611194516632504
leaf_weight=24.263714351364936 0.58445018668011561 1.1825160807410942 0.70170496474341337 0.67975726000697712 0.4941855669021602 0.773901404285957 2.0859709244396063 0.13410905288765207 0.066384401821593997 0.0052231245993498146 0.0098473084671013567 0.0066174078065159838 0.55968501713696905 0.60583373182140021 0.5927090470213443 0.78758540647686448 2.2043314320226277 0.94637144092293535 1.197398503851218 0.53465295542417823 1.0415660883659255 0.90733421314507712 0.92869515038182726 4.3309525366558388 0.1053064341540465 0.033431960331654464 0.088091211466235109 0.076846432755928618 4.8085027408148182 0.14317713847841668
leaf_count=1723 72 39 70 43 2 59 66 9 37 98 29 21 66 97 18 44 39 74 24 15 90 7 19 62 25 21 13 28 765 359
internal_value=4.32797e-06 0.000306292 0.00392599 -0.000314912 0.000245986 -0.000943317 -0.000107882 -0.00467659 0.00403087 0.0364773 -0.0363178 -0.0625677 -0.000546598 -0.00160119 -0.00796807 -2.66187e-06 -0.00155912 0.00073399 0.000208872 -0.000194934 -0.000865544 0.000514287 -0.000892858 0.000172515 -0.000226966 0.0010434 0.0217938 0.0403699 -8.14797e-05 -0.0139912
internal_weight=50.8809 26.1479 1.88422 24.7329 13.0684 11.6645 12.3886 0.716367 0.582258 0.0880722 0.0216878 0.0164647 10.8906 5.97231 1.19854 4.77377 3.98618 4.9183 3.40173 4.35862 3.82397 2.7824 1.87507 11.6723 9.58631 5.25536 0.270244 0.164938 4.98511 0.176609
internal_count=4034 1832 109 2202 1578 624 1535 196 187 185 148 50 565 294 115 179 135 271 63 205 190 100 93 1339 1273 1211 66 41 1145 380
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 0 2 2 2 2 2 2 2 1 0 2 2 1 2 1 0 0 1 1 1 1 1 2 2
split_gain=0.000396723 0.00216248 0.00290119 0.000916708 0.00088737 0.000749738 0.00345235 0.00179983 0.00151913 0.00155101 0.00148681 0.00372449 0.00390134 0.00251479 0.00248686 0.00212306 0.00226936 0.00205783 0.00352492 0.00194863 0.0023105 0.0105469 0.00123363 0.000919966 0.0172359 0.00205595 0.0140839 0.00535439 0.0159231 0.00510934
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 41.092444989200011 41.289992964000007 40.633548727200008 0.48306936920000004 40.844669808050007 40.583589072600013 40.563919884450009 40.316494640950005 40.206947806850003 40.137820134150012 40.040005255000004 0.39591628995000006 0.4778150355000001 40.377444152000002 39.896141435400004 0.34554354660000003 39.685256516350002 0.41804137600000008 0.50410167360000013 0.50278434775000014 0.41804137600000008 0.42209814075000007 0.39019789825000006 0.3782970569500001 0.38976377950000002 37.52517992975001 39.337369931850013
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 -7 -8 9 10 11 12 13 17 15 -12 -17 19 -19 23 21 -21 -20 25 -25 26 29 28 -28 -1
right_child=4 2 3 -5 -6 6 7 -9 -10 -11 14 -13 -14 -15 -16 16 -18 18 22 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00044748415959535657 -0.002469877164609354 0.008897956599996067 -0.0020919939666348558 0.0033871561266524738 -0.00011884731773042076 -0.0080593972424935975 -0.0015999555762158842 0.0034401000717881876 0.0054073027788919918 -0.0051647722708049555 -0.00034222553858561999 -0.0068740946883395068 0.007975396405905005 -0.006522350772433877 -0.0014601604916536174 0.0018233567032759374 0.0083586539171235132 -0.0021397829209500955 0.0032960213201265291 -0.034517564098192004 -0.0017190929206906073 0.0082646335217762615 0.0089579920910427425 -0.046681662708546193 -2.7527668354030427e-05 0.0020816875425600889 -0.033747812624245359 -0.04210888477432255 0.025920722206265082 0.016160088184010098
leaf_weight=3.5139977711224888 1.7258969667962549 0.65779329121141827 0.60785899412994104 0.61358734140446813 22.998411862797202 0.62511218829228399 2.1447611418197039 1.058078601015026 0.55841138534537904 0.54049701556300433 1.0094416655115321 0.79769121639414287 0.60952020488696668 0.60188714910605412 1.5505491199770292 1.0205466678926316 1.1084437501558566 0.98579168993455768 1.0223977916875382 0.11903235735371653 0.50260603775811452 0.11169515521214635 0.61706784972977846 0.083091026564858672 1.6853819468802842 3.5106490599218398 0.12909193389350537 0.093633047701587202 0.068431782070547342 0.19555661483423126
leaf_count=380 49 35 37 37 2153 74 58 32 14 16 12 45 31 30 36 14 29 5 5 17 24 25 53 28 499 194 32 12 25 33
internal_value=4.20685e-06 0.000275797 0.00354382 0.000660429 -0.000282963 2.26822e-05 -0.00126168 6.50591e-05 0.000263269 0.000118755 0.000266441 -0.000229688 0.000153001 -0.000207104 0.00181626 0.00343498 0.00522591 9.36504e-05 0.00258571 -0.000559719 -0.0055222 -0.0138067 0.00542709 -0.000167562 -0.00221955 0.000315559 -0.00123423 -0.0224125 -0.0130757 0.000428017
internal_weight=50.8669 26.1426 1.87924 1.22145 24.7243 24.2634 3.82795 3.20284 20.4354 19.877 19.3365 14.6475 13.8498 13.2403 4.68898 3.13843 2.12899 12.6384 2.62526 10.0132 0.733334 0.230728 1.63947 9.27983 1.76847 7.51136 4.00071 0.291157 0.197524 3.70955
internal_count=4034 1832 109 74 2202 1723 164 90 1559 1545 1529 1438 1393 1362 91 55 43 1332 63 1269 66 42 58 1203 527 676 482 69 57 413
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 0 1 0 2 1 1 2 0 0 1 2 0 2 1 1 1 1 1 0 2 2 2 2
split_gain=0.000416863 0.00190674 0.00383475 0.00211002 0.00165793 0.0035523 0.00282829 0.00140179 0.00755973 0.00458913 0.0109193 0.00120406 0.010014 0.0246404 0.0223992 0.0255013 0.0256355 0.0209111 0.023565 0.0143624 0.0244258 0.0187104 0.00527217 0.00405275 0.0113202 0.0172504 0.0109604 0.0387488 0.00961581 0.0124673
threshold=0.5398790455000001 0.41988263825000011 0.54228915300000013 0.54136103710000005 37.784765830350004 40.340071172300007 41.178189531300006 0.54300769440000007 0.42114008565000011 0.55257327625000008 41.147265497500008 0.39971857130000005 0.39072183470000005 35.419594101850009 0.53544804050000006 0.52688542260000015 0.39091643965000006 39.110279783550006 0.52453519355000011 43.572676689450006 0.3975479776000001 0.39408999735000005 0.39019789825000006 0.37078231190000005 0.38976377950000002 0.51401155655000019 38.121007182500009 40.137820134150012 37.784765830350004 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -3 -4 -6 -7 -5 -9 10 -10 12 22 -14 15 17 -17 -15 -19 20 21 -18 23 -1 25 28 -27 -28 -25 -30
right_child=1 3 4 7 5 6 -8 8 9 -11 -12 -13 13 14 -16 16 19 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=4.3533408384328624e-05 -0.010052662371153116 0.006437892963187794 0.0021195072792287192 -0.0048941128715129251 -0.0096484302831390204 0.0054846199618058724 -0.0046883710857993227 0.028664323253425102 -0.048819832934682124 0.00040171182776540615 0.0087870915647610178 0.0013097052312968473 0.087556793108670372 -0.10555850663513906 -0.10112348940292248 0.1008200671372094 -0.050005216808113519 0.051631545102644651 -0.1002065072286718 0.076625264579400443 -0.10062866372745789 0.02849497623583376 0.0084753159869744386 0.0088280411707954733 -0.03978734069342444 -0.015799519682077563 0.060850858225154139 -0.01063707319927107 -0.074143125987497074 -0.012246281723553796
leaf_weight=32.816820527937367 0.56330220998642966 0.5387246924451573 1.0514184929887167 0.55341919932379813 0.53537573592029719 0.53552184416912474 0.5581113057568885 0.092934780976065556 0.062561307367729913 4.4306324792298506 0.069409442310870872 7.2361707045980515 0.021171826461799159 0.04680571676106382 0.033582067971110519 0.024396836757659912 0.047261471161505142 0.025695507632306658 0.01697288866313329 0.017869378308691175 0.029202608318449563 0.084917742193461265 0.72910155074987315 0.048925336523096941 0.094496872990930569 0.13828674086835235 0.12636690493673086 0.1895599217408801 0.065037711505169682 0.065127602512276894
leaf_count=1670 20 13 34 17 24 6 88 19 30 1289 25 230 4 33 12 1 35 27 59 78 52 33 29 19 14 31 24 42 41 35
internal_value=3.84778e-06 -0.000613925 -0.00255238 0.000480051 -0.000976167 -0.00297422 0.000293061 -0.000136125 0.000429472 -0.000145638 -0.0185217 0.000136551 -0.000108647 -0.0169897 -0.0237648 -0.014902 0.00464883 -0.0594008 -0.0087675 -0.00844047 -0.0178596 0.000426761 6.26943e-05 -0.000120156 -0.00750099 -0.00268346 0.00767988 0.0179572 -0.0289672 -0.0431733
internal_weight=50.8492 8.99141 3.24373 5.74768 2.68043 1.62901 1.09363 5.20896 4.65554 4.5626 0.131971 41.8578 34.6216 0.347876 0.326704 0.293122 0.203648 0.0894741 0.0426684 0.179251 0.161382 0.132179 34.2737 33.5446 0.727801 0.633304 0.454214 0.315927 0.179091 0.130165
internal_count=4034 1565 172 1393 152 118 94 1380 1363 1344 55 2469 2239 334 330 318 199 119 86 198 120 68 1905 1876 206 192 97 66 95 76
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 2 0 0 2 1 1 2 2 0 0 1 0 0 1 0 0 2 1 2 2 0 2 1 0 2
split_gain=0.000350581 0.00154957 0.000975869 0.000663312 0.00548118 0.00987617 0.0141561 0.0083699 0.0111167 0.0117939 0.00445972 0.00383131 0.00841226 0.000699499 0.0015688 0.00265903 0.0100169 0.00133865 0.00275351 0.00196936 0.00171827 0.0011261 0.000894003 0.00252256 0.00632642 0.00566934 0.00436947 0.00553299 0.00233741 0.00698039
threshold=48.96897326980001 49.283271594150008 0.39672464895000009 0.34398670700000006 38.969453495950006 39.051326806600009 0.43260680815000008 0.47700667645000011 41.32819714970001 0.34219035360000005 0.32168198560000011 48.778770352700008 40.098777110850008 0.47464147780000004 0.47709649410000005 0.34524415440000006 0.47676716265000008 0.47808448850000007 0.34518427590000006 0.47817430615000006 0.47865333370000007 40.720231579350006 0.34551360740000009 42.310579034350006 43.018222997350009 0.47976108500000009 40.241071441700008 0.34518427590000006 0.48068920095000006 40.040005255000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 11 8 -8 10 -10 12 -7 -5 15 16 -15 18 21 -19 -21 -16 23 25 -25 -22 -27 -28 29 -24
right_child=1 -3 3 13 5 6 7 -9 9 -11 -12 -13 -14 14 17 -17 -18 19 -20 20 22 -23 28 24 -26 26 27 -29 -30 -31
leaf_value=-0.0031446325483638518 0.0042254541969801822 -0.0016317752166887523 -4.0696588865501992e-05 -0.0035659018212154826 0.10024147944915403 0.10008647859532444 -0.069591251464812001 0.052085289704462759 0.013704441282198665 0.10020119855271599 -0.10019532636533689 0.10026927954274011 -0.10006058258659385 0.055395297721336972 -0.0027748532449336787 0.0018415606213756852 -0.0043392051651002369 0.0043575028530865685 -0.0076806386606933221 -0.0032168870363335463 0.0081099919167183024 0.0017392154642007442 0.0039191574223019455 -0.0072415733268928585 0.0024837176860373965 -0.0035844000513927175 -0.0012470063831013869 0.0065980208645510241 1.0735749169820518e-05 -0.011655948762575139
leaf_weight=0.99677980426724033 0.926603848260523 0.88124042734830521 0.90997533917815931 0.55544945103176857 0.014543849276378751 0.0052210050635039806 0.030927550888435462 0.016125481606650283 0.0072652035269129556 0.010570726124569774 0.0065251270218595891 0.018043065327219665 0.0035129356561043323 0.045327898122539234 1.0635032020509241 0.52263542108849848 0.073744541150404075 1.0479488885648596 0.68585505179089512 1.6275329119363267 1.2411903165338971 1.1504732396824691 0.52829638046132277 1.1496885810702226 1.5994363785139283 1.6955118007026611 1.8463156892685222 1.7522391359379978 29.765946155704658 0.63197394576678789
leaf_count=188 33 255 117 243 3 2 35 5 12 2 35 4 58 47 9 71 16 18 56 33 28 32 8 35 30 22 45 37 2502 53
internal_value=2.76542e-06 0.00137033 -4.76878e-05 1.66164e-05 0.00253607 0.0233353 0.0119441 -0.011306 -0.0297947 0.0207289 -0.0401892 0.0739519 0.019584 -3.82262e-05 3.97812e-06 0.00491411 0.0184002 -6.48394e-05 -0.00214425 7.5764e-05 -3.14837e-05 -0.000429157 9.74462e-05 0.000958016 -0.00158342 0.0020271 0.000600965 0.00257296 -0.000160906 -0.00456426
internal_weight=50.8104 1.80784 49.0026 48.0058 1.02271 0.112735 0.0981911 0.0714141 0.0552886 0.0243611 0.0137903 0.026777 0.00873394 46.9831 46.4276 0.641708 0.119072 45.7859 2.89983 42.8861 41.8381 2.21398 40.2106 9.28438 2.74912 6.53526 5.29407 3.59855 30.9262 1.16027
internal_count=4034 288 3746 3558 273 156 153 89 84 49 47 64 60 3285 3042 134 63 2908 97 2811 2793 41 2760 197 65 132 104 82 2563 61
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 0 0 0 0 2 2 0 1 1 1 2 0 2 1 0 0 1 1 0 2 1 0 1 0
split_gain=0.000360073 0.00201936 0.000704854 0.00258374 0.00285805 0.00256883 0.0020422 0.00545047 0.00390791 0.00320533 0.00183846 0.00403805 0.00483993 0.00207109 0.00168773 0.00205781 0.00157129 0.00387604 0.0285241 0.0114807 0.00637236 0.00288086 0.00137266 0.0011839 0.00313559 0.00177834 0.0102953 0.054044 0.00958327 0.00659934
threshold=41.218101594450012 41.092444989200011 0.34575312120000007 41.257403903850005 0.48351845755000006 41.319407281650008 0.48306936920000004 0.48244064550000004 0.4815274992000001 0.48028502140000007 41.481306584950012 41.571132012400007 0.47916230050000003 0.34518427590000006 0.34509445825000007 0.31100865245000009 41.605323437500005 0.4815274992000001 41.770271989050009 0.34614233110000009 0.47883296910000012 0.48271009850000007 0.34587287805000005 0.3459626957000001 0.48306936920000004 42.094663496250007 0.34988473400000003 0.53866650695000018 0.34674111555000003 0.53833717555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -4 7 8 9 10 -5 -12 13 14 15 -13 21 18 -18 -20 -21 -7 -23 24 -19 26 -25 29 -27 -28
right_child=2 -3 5 4 -6 16 -8 -9 -10 -11 11 12 -14 -15 -16 -17 17 23 19 20 -22 22 -24 25 -26 28 27 -29 -30 -31
leaf_value=0.00011790942154950854 -0.0074220489651284777 0.0056256092628084514 0.0062306950844336116 -0.0020639684722924502 -0.0063631751819345668 -0.0086993535383076918 0.0059654714092605933 -0.010142628110204312 0.0074050506487935768 -0.0053071396924548979 0.00929562659404648 0.0011482546487772993 0.0086102333440858728 -0.0062772401721486841 0.0052164229895246541 -0.004419767879921801 0.10055581385546615 -0.0024528693249975908 -0.027579649014065333 -0.0088371373896722182 0.088483544374720668 0.0037917959919724605 -0.0032137265028999761 -0.001484141695942911 0.0085417726711998106 -0.013287624054172293 0.053336405783781272 -0.0010771281075791573 7.7674239415350801e-05 0.10027575484435047
leaf_weight=25.401988343094803 0.56661502708965805 0.68360497717873059 0.67736474750218256 2.1973081385052557 0.77319717829232182 0.57190570794045559 0.53346262872219163 0.54116010852158147 0.69303546985611397 1.152862462622579 0.57417530814871032 1.8225408642853036 0.62222581949026778 0.60181142087979722 0.53967516390457593 1.0439388999937831 0.031506721503318569 0.49226551030369481 0.077692792634788788 0.011621860862501165 0.01597786951577973 0.51901276921853401 0.60656671079173652 2.1013707304373379 0.54832200333476067 0.58769610564922814 0.07525107331611014 0.52990730872068781 6.1564820141487431 0.049756575375795364
leaf_count=1786 17 46 43 22 60 6 4 5 15 33 12 167 29 102 11 147 23 52 42 116 7 5 65 13 6 9 47 98 1040 6
internal_value=3.10252e-06 0.000262245 -0.000270415 -0.000835398 -0.000499033 0.000234373 -5.97724e-05 -0.000388134 0.000182691 -0.00040242 0.000361524 0.00138558 0.000404679 -0.000869211 8.62989e-05 -0.000879555 -9.38363e-05 0.000355437 0.0170799 -0.00789862 0.0475032 -0.00291994 1.65702e-05 0.000138391 0.00334059 -0.000212347 0.00192777 0.0128753 -0.00108699 0.0720196
internal_weight=50.8003 26.0856 24.7147 11.662 11.0954 13.0527 10.3222 9.78873 9.24757 8.55454 7.40168 5.20437 4.63019 4.00797 3.40615 2.86648 12.3753 10.6779 0.136799 0.105293 0.0275997 1.69749 1.12558 10.5411 1.04059 9.50046 2.75629 0.654915 6.74418 0.125008
internal_count=4034 1832 2202 624 607 1578 547 543 538 523 490 468 456 427 325 314 1535 1459 188 165 123 76 70 1271 58 1213 164 151 1049 53
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 0 1 0 2 1 1 2 2 0 2 2 0 1 2 2 0 2 0 2 2 1 1 1
split_gain=0.000346984 0.00152155 0.00309919 0.00171937 0.00132166 0.002889 0.00224456 0.00113168 0.00618038 0.00376684 0.00909748 0.000991534 0.00398448 0.00097452 0.0016755 0.00434629 0.00714711 0.0157529 0.0073789 0.000911303 0.000596402 0.00377006 0.00819939 0.00155472 0.00439373 0.00337302 0.00276278 0.00124442 0.00502258 0.010503
threshold=0.5398790455000001 0.41988263825000011 0.54228915300000013 0.54136103710000005 37.784765830350004 40.340071172300007 41.178189531300006 0.54300769440000007 0.42114008565000011 0.55257327625000008 41.147265497500008 0.41615520495000008 0.41804137600000008 38.625745710700009 40.636252116050009 0.5681267027500001 40.159267750750011 38.969453495950006 0.56188437470000008 0.45107930900000009 39.896141435400004 39.685256516350002 0.50410167360000013 40.159267750750011 0.48271009850000007 40.316494640950005 40.467253020850002 0.39072183470000005 0.39019789825000006 0.37473428940000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -3 -4 -6 -7 -5 -9 10 -10 20 -13 -11 15 16 17 -15 -19 -16 21 27 -23 24 -22 -25 -27 28 29 -1
right_child=1 3 4 7 5 6 -8 8 9 13 -12 12 -14 14 19 -17 -18 18 -20 -21 23 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00051906201706623464 -0.0090127450350636993 0.0058100238597098251 0.0018976987800313969 -0.0044051735944822855 -0.0086489294146160148 0.0049421385237302861 -0.00412119155971167 0.026006637220640075 -0.044990750145265546 -0.0036988111096440028 0.0079167655073638134 0.0065347564135849762 -0.0022011208371393734 0.050260779589695492 0.00096982353376536597 0.0018156563282579496 0.050185723357688866 0.0039774321057086072 -0.073702937905294974 -0.0028031741160450853 -0.0019512138688330357 -0.031893703861784063 0.0061200070118358112 -0.0049736773422854397 0.007020393824191078 0.0037179603264948348 -5.0586446897550534e-05 -0.0032483571768404784 0.0083183177512708376 -0.019524708155344822
leaf_weight=3.2005971852288329 0.56610317959257672 0.53631333308567253 1.0498458018290082 0.55488266452357482 0.53816410688796157 0.53358903108164646 0.56003678025592052 0.092191190498851827 0.061190545684269071 0.52464750461501308 0.069316288580239416 1.06416921775248 1.0249906510069289 0.039531898451969361 1.6461674048528525 1.0709854356140058 0.051465909484250005 0.024608427945167932 0.024306940487377915 1.0475223758408998 1.0419823467648037 0.11764840286923561 0.10960249826530344 1.3108888672722994 1.1465082608046939 2.0876623065632911 28.538901811630979 1.1984513306505595 0.67294286051765073 0.28468303719091625
leaf_count=406 20 13 34 17 24 6 88 19 30 390 25 9 108 5 140 144 9 18 26 557 17 17 24 36 25 36 1564 134 21 72
internal_value=4.09678e-06 -0.000559473 -0.00228939 0.000418794 -0.000870066 -0.00265076 0.000300882 -0.000136514 0.000372652 -0.000145629 -0.0168899 0.000125319 0.00224873 0.000347739 0.000891461 0.00398108 0.0205566 0.00331598 -0.0346234 -0.00049742 1.36054e-05 -0.000944455 -0.0135598 0.00017037 0.00274884 -6.31779e-06 0.000206297 -0.000409263 0.000408999 -0.00111814
internal_weight=50.7899 8.99087 3.24774 5.74313 2.68164 1.63179 1.09363 5.20682 4.65193 4.55974 0.130507 41.799 2.08916 4.42924 3.90459 1.2109 0.139913 0.0884473 0.0489154 2.69369 39.7099 5.58393 0.227251 34.1259 2.18849 31.9375 30.6266 5.35667 4.15822 3.48528
internal_count=4034 1565 172 1393 152 118 94 1380 1363 1344 55 2469 117 1289 899 202 58 49 44 697 2352 674 41 1678 42 1636 1600 633 499 478
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 0 1 0 2 0 0 0 0 1 1 2 2 1 2 1 2 1 0 1 2 1 0 0 0 2
split_gain=0.000280838 0.00126577 0.0103093 0.0035877 0.00849961 0.0033256 0.0030582 0.00896874 0.0174553 0.0127434 0.00935802 0.0134972 0.00676158 0.00564795 0.0108517 0.00237489 0.00196076 0.00180194 0.00109309 0.00104658 0.00276138 0.000607571 0.00590753 0.00108099 0.0100442 0.00478417 0.0067751 0.00186039 0.001864 0.00123309
threshold=0.5398790455000001 0.42473279245000012 0.54942965780000008 38.400997490450003 0.54228915300000013 0.54646567465000018 0.44805544745000009 0.5654770815500002 42.599563320500003 0.56915960600000015 0.56341127510000011 0.56294721715000018 0.5718990449500001 0.43691805635000008 0.43639411995000005 37.198331469900005 40.340071172300007 0.41804137600000008 40.844669808050007 0.41714319930000004 40.340071172300007 0.45036076765000005 0.56294721715000018 0.45280081435000008 39.184300550350009 0.4591329601000001 0.56439926950000008 0.58415915690000009 0.58650938595000024 42.522337019050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 -3 15 -5 16 7 10 9 -9 11 13 -11 14 -4 -2 -6 -18 -14 -1 -21 -8 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 2 6 4 5 -7 21 8 -10 12 -12 -13 18 -15 -16 -17 17 -19 -20 20 -22 22 23 24 25 26 27 28 29 -31
leaf_value=3.1395171553291077e-05 -0.0019855447834056352 0.032397006899676027 -0.081081913526500918 -0.014732868261086319 -0.0037092475390024752 -0.0077330574385177349 0.0026124741067801703 0.069837652055272301 -0.10054079553145079 -0.081565133474539656 -0.10103437535722969 0.078975953946690602 0.02614856845116157 -0.10039877420436683 0.065276287947953912 0.0047199309393306452 -0.00073117556854865122 0.0072698338716981996 -0.012336136506655593 0.0080605467336151079 -0.0020563378840021645 -0.030651518175162509 0.002125995186599958 -0.00036313845847076249 -0.10098251421293428 0.10011814311809442 -0.10022179344839899 0.077147865420451045 -0.10004611072966084 0.016298349651271537
leaf_weight=40.705948994745654 1.0035023171868451 0.1007691664853495 0.01142681759857378 0.57661234304941933 0.5675746668421201 0.57163463001569415 1.0471761702855178 0.034498568153495057 0.012984641033856548 0.010543226329787103 0.0191296724861445 0.010954353827401064 0.018916485680183115 0.013017353087775518 0.009100645846046973 1.1151064679797853 0.53286794305404306 0.59666675465996377 0.012102047666317617 0.55977882532033629 0.5208041537775957 0.062337902095976339 1.6052872288902336 1.0281733472667309 0.014413757314393649 0.0035641028080135593 0.0054212437613064823 0.0015075273840921 0.0023114725768449418 0.0015035183427229981
leaf_count=2356 34 35 63 24 14 113 24 20 49 21 17 5 40 12 5 18 20 20 16 16 97 28 43 319 41 1 119 2 214 248
internal_value=3.85574e-06 -0.000503205 0.000814573 -0.00157176 -0.00389156 -0.00113618 3.60598e-06 -0.0138714 0.00661688 0.0249103 -0.0425436 -0.0173991 -0.0123819 -0.0488713 -0.0161955 0.00154381 0.00108583 0.00349529 0.0111336 0.000112935 0.00318455 0.000565251 -0.000221605 0.000490945 -0.00199249 -0.0603197 -0.0193559 -0.0589899 -0.0169932 -0.0541938
internal_weight=50.7756 8.9891 4.02514 4.96397 2.84536 2.26874 3.92437 0.152674 0.089045 0.0760603 0.0636288 0.0444992 0.0415618 0.0335448 0.0205275 2.11861 1.69711 1.12953 0.0310185 41.7865 1.08058 3.7717 2.72452 2.66218 1.05689 0.0287216 0.0143079 0.0107438 0.00532252 0.00381499
internal_count=4034 1565 1322 243 191 167 1287 248 146 97 102 85 77 80 68 52 54 40 56 2469 113 1039 1015 987 944 625 584 583 464 462
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 2 2 2 2 2 2 2 1 1 2 1 0 2 0 2 1 2 0 2 0 2 1 1 1 0
split_gain=0.000292111 0.002035 0.00415998 0.0231057 0.00959308 0.00173587 0.00163826 0.0014516 0.00374449 0.00288336 0.00135076 0.00122064 0.00324975 0.000770333 0.00317093 0.00542743 0.0132396 0.00594635 0.0112781 0.00417056 0.0178165 0.00246042 0.00198884 0.00645084 0.00993527 0.00295332 0.00670979 0.0274699 0.00675652 0.02324
threshold=39.896141435400004 39.420767558750008 0.50410167360000013 0.34524415440000006 0.52432561900000019 40.003678352300007 39.685256516350002 40.137820134150012 40.206947806850003 40.316494640950005 40.040005255000004 40.467253020850002 0.39591628995000006 0.34518427590000006 42.233786329550007 0.34479506600000004 0.4778150355000001 40.720231579350006 0.48244064550000004 43.218894539100006 0.34488488370000009 41.436838994450007 0.48271009850000007 41.319407281650008 0.47976108500000009 41.646178195200001 0.34566330350000002 0.34584293880000011 0.34608245260000009 0.48098859315000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -2 -6 10 -9 -10 -7 12 -11 14 15 17 21 -13 -19 20 -16 -17 23 24 -15 -25 -27 -28 29 -29
right_child=5 2 4 -5 6 7 -8 8 9 11 -12 13 -14 22 19 16 -18 18 -20 -21 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=0.00014000386172982534 0.0029292827865288946 0.011452764510476433 0.017502583482372283 -0.046896194451301304 -0.0014655591858205713 0.00011869293180807096 -0.0092100343069322285 0.0078530146687360129 -0.0060030572789496394 0.0051362811855259864 -0.0068155660107714379 -0.0069992697497269028 -0.001314230356459926 -0.0010057183567302986 -0.0010719400869103205 0.0032867266709477108 -0.013115305256537811 0.01447993883598785 -0.0052783226195348186 -0.00032545664642194951 0.036093676588033981 -0.0048968146717910683 -0.00041196104023693051 -0.0038281710221477524 0.012143039647996717 -0.0010409484041873473 0.051673737586569173 0.018637232660039988 0.0047289529076474631 -0.09640298780879164
leaf_weight=8.38096450163561 2.0893928424050747 0.14983974326060057 0.22241538590969856 0.12405265797224274 0.55441582717312843 0.52888392385280381 0.53841290762151861 0.60911190218586497 0.79658755644535162 1.5902361210273768 0.59916059170832403 0.53137764889902128 1.5348193625788402 1.0872596076446899 0.5150301648839658 1.0953797121452598 1.2467598085495408 0.65419084063050992 0.51736783026717603 3.3101689282182445 0.17208100607888355 0.5527970820567133 16.967871877497316 1.701720742043108 1.2188887788539906 2.7253195233773932 0.12877316928971538 0.043623679598312037 0.54290602130880161 0.029392203341558343
leaf_count=1109 30 21 35 23 48 33 33 31 45 32 30 18 29 21 77 62 34 93 14 181 25 7 1565 17 20 136 38 20 154 53
internal_value=3.11472e-06 -0.000482105 -0.00376305 -0.0149749 -0.00142824 0.000121717 -0.00528109 -2.98629e-05 7.62585e-05 -5.18959e-05 -0.00356444 7.91837e-05 0.00196822 -9.94839e-05 -0.000913791 -0.00270469 -0.00533979 0.00177491 0.00575456 0.00114619 0.00823586 0.000541974 0.000186827 0.00154552 0.00594391 -0.000415779 0.00125768 0.00966986 0.000887946 -0.0276717
internal_weight=50.7592 9.9701 1.58914 0.273892 1.31524 40.7891 1.09283 38.6997 37.5717 36.9626 1.12804 36.166 3.12506 33.0409 8.59515 4.59787 2.89494 1.70294 1.17156 3.99728 0.687111 1.64818 24.4458 7.47788 2.30615 5.17174 3.47001 0.744695 0.615922 0.0730159
internal_count=4034 1269 160 44 116 2765 81 2735 2672 2641 63 2596 61 2535 511 228 103 125 107 283 102 69 2024 459 41 418 401 265 227 73
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 2 1 1 2 1 2 2 1 2 0 0 2 2 0 1 0 0 0 2 0 0 1 0 1
split_gain=0.000365126 0.00555115 0.00397524 0.0138736 0.00164588 0.00298729 0.00221846 0.00165254 0.0126036 0.00656588 0.00703187 0.00248705 0.00740852 0.00451799 0.00262395 0.00255613 0.00486667 0.00396693 0.00346333 0.0029778 0.00251723 0.00564251 0.0017334 0.00125663 0.00117761 0.000837021 0.00072431 0.00705298 0.00114641 0.038284
threshold=0.48447651265000008 0.48351845755000006 0.48797940185000005 41.50623664750001 40.159267750750011 39.458743938000005 40.280372415600006 0.34479506600000004 0.34488488370000009 41.898943182100005 0.34452561300000012 43.047778594550003 42.779078631750004 0.34515433670000012 41.319407281650008 0.48119816770000007 0.47976108500000009 41.741384785950011 41.243661560350013 0.47754558250000007 0.3459626957000001 0.48200652675000005 0.39718870690000002 0.4778150355000001 48.86568841230001 0.48898236580000004 0.49053920540000012 0.34739977845000009 0.49649711085000009 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -6 9 -9 10 -8 12 13 14 -10 16 18 -17 -15 -20 21 -19 24 -1 -11 -4 -27 -28 -29 -30
right_child=2 -3 25 -5 6 -7 7 8 11 22 -12 -13 -14 15 -16 17 -18 20 19 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.00087647323860428044 0.02575253194913435 -0.0069560442167693028 -0.0027794532821007623 -0.00099508990322033403 0.0047572930848708578 -0.0049316627373559505 -0.00020217107353072907 -0.01426272929463825 -0.010377531971457335 0.0034298200109978022 0.015064919563600621 -0.0044453263103965577 0.011178225758816751 -0.0043519695368240598 -0.0019739585645992931 -0.0029766445732040975 0.0067340095500362258 0.012387202995897961 -0.0043015762968111777 0.0034883831235629501 -0.00093058514197127517 -0.0018449196919346307 -0.0055334384535631071 0.0045306683454732757 -0.00091104327337109328 0.0022439489498982733 -0.020066037988717374 -0.0023810599698275525 0.052761687055571362 5.2186665117977287e-07
leaf_weight=1.4822323295795943 0.27101118699647742 1.1809060580708308 1.0184336004252923 0.68169342222417129 1.1089182095020103 1.7258139801743801 0.55296440753100939 0.62299633727479786 0.55366058718017974 0.94820506463763132 0.66390131786465645 1.0476760093562418 0.63281335187535148 1.1196467406500668 1.1296811955916153 3.2691703171480668 1.7117311080191937 0.6049480587244036 0.59893009408036624 2.715754658226615 1.0801851288415489 0.51633210273939767 0.55907154483968913 0.60533649978231086 1.8332155491370938 1.5410651959246049 0.1737535025458844 1.629453171286779 0.13852822705848922 19.028137409094491
leaf_count=246 37 34 18 48 13 50 76 17 63 121 14 181 42 25 29 29 39 6 67 71 8 54 122 28 26 15 19 47 48 2441
internal_value=3.22629e-06 -0.000255752 0.000281055 0.00661367 5.96955e-05 -0.00185339 0.000402686 0.000163167 -0.000326124 0.00183841 0.00812729 0.000253459 0.000606782 0.000103795 -0.00473794 0.000805397 0.00220489 -0.000766883 0.00045657 0.00208082 0.00251461 0.00583353 -0.000452494 0.000691446 0.000568786 2.46469e-05 0.000151509 -2.2631e-06 0.000165372 0.000381856
internal_weight=50.7462 26.2641 24.4821 0.952705 25.0832 3.81338 21.2698 20.1609 15.6035 4.55736 1.21687 14.9805 13.9329 13.3 1.68334 11.6167 6.14606 5.47064 4.43433 3.31468 2.20147 1.12128 3.34049 2.08757 2.78142 23.5294 22.5109 20.9699 20.7961 19.1667
internal_count=4034 1361 2673 85 1327 324 1003 990 631 359 90 614 433 391 92 299 202 97 163 138 68 60 269 274 147 2588 2570 2555 2536 2489
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 2 2 0 2 2 2 0 2 1 2 2 2 1 0 2 0 0 2 0 2 0 0 2 1
split_gain=0.000422679 0.00091449 0.00489508 0.0124361 0.00938564 0.002095 0.0110108 0.000872132 0.00471217 0.00290895 0.00166732 0.00146874 0.00106412 0.00281791 0.00215444 0.0021851 0.00537131 0.00344663 0.0017936 0.00145779 0.00602395 0.0126816 0.00273849 0.00216621 0.0119155 0.0015085 0.006861 0.0180258 0.0228551 0.0169755
threshold=41.319407281650008 40.94178426300001 0.34521421515000011 0.34479506600000004 0.35374689380000007 41.178189531300006 41.092444989200011 40.633548727200008 0.48306936920000004 40.583589072600013 40.844669808050007 40.563919884450009 0.5398790455000001 40.003678352300007 0.41714319930000004 40.316494640950005 40.206947806850003 40.137820134150012 0.34560342505000002 0.48306936920000004 39.749124837650008 0.52453519355000011 0.47997065955000012 39.861052345600008 0.47736594710000008 37.137227079750012 0.52770875125000016 0.5231430197000001 38.748048509250005 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -4 6 -6 9 -9 11 -10 12 14 -14 15 16 17 19 -17 22 25 -22 23 24 -1 -21 27 29 -29 -27
right_child=-2 2 4 -5 5 -7 -8 8 10 -11 -12 -13 13 -15 -16 18 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00049231967128102422 -0.00031537984107792824 0.0069757800400513312 0.0082311495339464358 -0.01383793909658235 -0.017893020243015395 -0.007591664813268343 0.031603777338338711 -0.0093403999455433564 -0.0014050144807538881 0.0073698469897053023 0.0034503542040880291 -0.005041484794855047 -9.8092018379442738e-05 -0.0073313336122602093 0.0049852521190152932 0.0049288404127768581 -0.0084770561526336646 0.0075700247778175342 0.00044748215133556449 0.0012536079802498241 0.01563045121456702 -0.0046844720805090398 -0.0060392245282965482 -0.0036001136582546629 0.0288877014787941 -0.044329298268583499 0.00046223213724761911 -0.10162913695638309 0.0059934541780973802 0.0039316982696552035
leaf_weight=1.5265101089976809 22.836900830119372 0.55976677022343346 1.7641107881394478 0.5892638055520365 0.098757911496562545 0.6193067046772347 0.082477595999478126 0.61804131692150521 2.1424637534745519 0.56587839955966401 1.0557725097919357 0.54078184473792035 3.873969460848449 0.62556493235186383 1.0650470995313206 1.5967042188540301 0.76835961473989378 0.59739979691221456 2.026808884159891 1.4888279302395555 0.71051266563881632 0.5414639056998567 1.0698282259879173 1.0658769852629175 0.15176451262959734 0.089540503387980031 1.5958802827951784 0.04662298899812356 0.034211478411634744 0.39178639250391711
leaf_count=260 2132 27 46 15 33 37 21 74 58 14 32 16 592 103 19 23 24 15 36 150 35 12 19 17 26 37 41 21 28 71
internal_value=3.65511e-06 0.000264763 0.00172584 -0.00369824 0.00415597 -0.00482428 0.00463224 4.04524e-05 -0.0013469 0.000300328 0.000197795 9.83593e-05 0.000242626 -0.00110372 0.000652856 0.000316104 -0.00044109 0.000222106 0.0024222 -0.000281708 0.00085962 0.00684451 -0.00174768 -7.45882e-05 0.00216448 -0.001195 -0.00288429 -0.0123845 -0.0560802 -0.00504622
internal_weight=50.7402 27.9033 3.71368 1.14903 2.56465 0.800542 0.181236 24.1896 3.81628 20.3733 3.19824 19.8075 19.2667 4.49953 14.7671 13.7021 10.0786 9.31023 3.62351 8.71283 4.89885 1.25198 3.81398 2.74415 1.67827 3.64687 2.15804 0.562161 0.0808345 0.481327
internal_count=4034 1902 179 42 137 91 54 1723 164 1559 90 1545 1529 695 834 815 756 732 59 717 395 47 322 303 286 348 198 157 49 108
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 1 0 1 2 2 2 0 0 0 1 1 2 2 0 2 1 2 1 0 2 2 0 0 0
split_gain=0.000411836 0.00595941 0.00462882 0.00874667 0.00130884 0.00552841 0.00357172 0.00391657 0.00152843 0.00552046 0.00541728 0.00328795 0.0153379 0.0196918 0.0126007 0.00202631 0.0102589 0.005029 0.00718041 0.00232505 0.00344294 0.00471607 0.00408544 0.00592383 0.00361577 0.00148324 0.00373132 0.00146387 0.00139928 0.00100376
threshold=0.48447651265000008 0.48351845755000006 0.34494476210000008 0.48797940185000005 40.206947806850003 40.280372415600006 0.34521421515000011 0.47997065955000012 0.34587287805000005 41.385032804600009 41.898943182100005 41.919251152600005 0.48271009850000007 0.48098859315000003 0.48068920095000006 0.34479506600000004 0.34488488370000009 41.898943182100005 40.94178426300001 0.4778150355000001 41.646178195200001 0.34542378970000004 41.965809985500009 0.34509445825000007 0.48068920095000006 39.525197829750006 39.011793722550003 0.47700667645000011 0.39718870690000002 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 25 -8 15 -10 -11 -12 13 14 -13 17 -17 18 -7 27 21 -21 -22 -24 -25 26 29 -18 -19 -1
right_child=2 -3 3 -5 5 8 7 -9 9 10 11 12 -14 -15 -16 16 19 28 -20 20 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00095954057229769452 -0.015878318590955214 -0.0072245341502045011 0.010861261669456347 7.0715247908891755e-05 0.010056329987321703 -0.00095828225662689798 -0.00041425768287873198 -0.012024566713339742 0.011097460025101608 -0.0046182664948046575 0.0039148643791379637 -0.013215475838179894 0.10035488195458436 -0.045000052954863493 0.1007895194637638 -0.013341848605189326 -0.0023187312485453016 0.00054356929113464714 0.014480152124551227 -0.0066974396896839249 0.0083762050416037372 -0.00058779323871715247 0.0090524348634063723 -0.0092124894627575275 -0.00019357010008673499 0.0031022268422966032 -0.0083709517372326497 0.0034735900962624584 -0.0049318246179393408 0.0043065889902415408
leaf_weight=0.87927361180830732 0.17561422020663897 1.177505354018648 0.77598522862026342 23.519341392025762 0.57476404588669794 0.57341043339241327 0.57630482524958437 0.58596917790671466 0.56728448178369517 1.0670620124247774 0.51333937793970108 0.016502510596320463 0.020725277252495289 0.040758107556030154 0.023502251133322716 0.62371873408119327 0.54164175708662421 2.7812007468651339 0.63474764009703222 1.8089419185707791 0.68792738359479733 4.1894843369955197 0.5801549894450776 0.56335775816978673 2.1072743918084598 1.138354557572711 0.55863967305049289 2.2436631958989892 0.56086266140231789 0.61518560648198672
leaf_count=181 18 34 68 2587 5 33 65 18 18 35 2 135 2 6 1 17 136 147 57 34 16 30 10 51 81 28 15 57 122 25
internal_value=3.30078e-06 -0.000271811 0.000298431 0.000415362 5.46962e-05 0.000385876 -0.00152146 -0.00626768 0.000109973 0.00256697 -0.000310285 0.00716642 0.0236132 0.00391981 0.0537609 -0.000198816 -0.000820126 0.00162354 0.00715283 -0.000206248 -0.000921958 -0.00243028 0.00137512 -0.000106441 -0.00209607 0.000207035 -0.00139822 0.00234719 -0.000375307 0.00120823
internal_weight=50.7225 26.2516 24.4709 24.2953 25.0741 20.7203 4.35373 1.16227 20.1456 2.24917 1.68189 0.614828 0.101488 0.0807629 0.0400048 17.8964 13.3462 4.55022 1.20816 12.7224 9.93714 5.99843 3.93871 3.25079 2.67063 3.19145 2.0531 2.7853 3.34206 1.49446
internal_count=4034 1361 2673 2655 1327 995 332 83 990 199 181 146 144 142 136 791 432 359 90 415 222 64 158 142 132 249 221 193 269 206
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 2 1 1 1 2 2 2 2 0 2 0 2 2 2 2 0 0 1 1 0 1 2 0 0
split_gain=0.000691051 0.00108776 0.00293759 0.00169039 0.00155004 0.0026053 0.000985759 0.00392583 0.00757984 0.00978081 0.0016915 0.00899677 0.000888904 0.000762828 0.0037342 0.0032504 0.00161326 0.00119298 0.000989216 0.00218173 0.00600457 0.00446383 0.031148 0.00207731 0.00232631 0.00253612 0.00505892 0.00775585 0.00183288 0.00241542
threshold=41.319407281650008 41.535369675400013 41.436838994450007 0.34512439750000007 41.646178195200001 0.4815274992000001 40.94178426300001 0.35374689380000007 0.34521421515000011 0.34479506600000004 41.178189531300006 41.092444989200011 41.741384785950011 40.633548727200008 0.48306936920000004 40.583589072600013 0.54499865270000014 40.563919884450009 39.896141435400004 39.420767558750008 39.525197829750006 0.52432561900000019 0.50410167360000013 0.34467530910000005 0.34485494450000004 0.47808448850000007 0.34545372890000009 40.003678352300007 0.5398790455000001 0.5216909673500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 13 8 9 -8 11 -9 -6 15 -15 17 -16 18 19 -1 -21 22 -22 -20 -25 -26 -27 -28 29 -29
right_child=1 4 -4 -5 12 -7 7 10 -10 -11 -12 -13 -14 14 16 -17 -18 -19 23 20 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.00021542446196879135 0.0025998414820899043 -0.002008187146278549 -0.0077860617392628622 -0.0022673508562657263 -0.0042031594422467468 0.023022412418666038 0.0067627032879259037 -0.016163419248121435 0.007695344041501382 -0.011660495300279072 -0.0068167086627711334 0.028720391237636225 -5.814464404870377e-05 -0.0082917217086934704 0.0017801534538673044 0.0078086684437992208 -0.0029780251065336144 -0.0044923139816098303 0.0067911375055379909 -0.02026836514685328 -0.012036126242210791 -0.0047500013793939878 0.05325876093240596 -0.0052995168047070516 -0.0055331714695140439 0.0064861667246381219 0.0077432315018992519 -0.0026257040023198283 -0.0065825885924676352 0.0023460492590774876
leaf_weight=8.3752128742694296 1.0716371218071605 0.090534934222861962 0.70122701316976987 2.1354833743916903 0.53250291043491671 0.076905942857247833 0.55888560739462867 0.098494367626415058 1.7575071439635506 0.59490849651047029 0.62127859825567455 0.081705123114659273 18.207372274321937 0.62047891483026107 2.1259289950047706 0.56768479688559992 1.0718113209726849 0.54210770299528022 0.58189023292288666 0.19491133068436273 0.23292538086752745 1.0490558062108775 0.10644620154198492 0.61689311265945335 0.54251537542678008 1.6261742359492926 1.1057874363981861 2.6440256158870588 0.6276075686497985 1.5500370576337443
leaf_count=1109 11 8 46 51 63 39 27 33 46 15 37 21 1914 74 30 14 60 16 17 47 35 47 31 5 14 20 25 59 103 17
internal_value=3.9071e-06 -0.000404271 -0.00192296 -0.000641012 -9.0341e-05 0.00948842 0.00033777 0.00185489 0.00356104 -0.00273649 -0.00434257 0.00418757 -0.000175927 0.000104834 -0.00119224 0.000348042 0.000185318 0.000134091 0.000264354 -0.00042814 -0.00383233 -0.00152499 0.00844406 0.00100629 0.000619955 0.00107099 0.00154532 0.000189815 -0.00154246 -0.000788249
internal_weight=50.7099 22.8157 3.90835 3.20712 18.9073 0.167441 27.8943 3.71278 2.9113 1.15379 0.801478 0.180199 18.7399 24.1815 3.81822 20.3633 3.19774 19.7956 19.2535 9.95855 1.58334 1.38843 0.339372 9.29493 8.71304 8.09615 7.55363 5.92746 4.82167 4.19406
internal_count=4034 2132 108 62 2024 47 1902 179 88 42 91 54 1977 1723 164 1559 90 1545 1529 1269 160 113 66 260 243 238 224 204 179 76
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 1 2 2 1 2 1 2 2 2 2 0 1 2 2 0 1 1 2 1 2 0 1 2 1
split_gain=0.000613993 0.00206793 0.00501383 0.0010713 0.00105911 0.00294276 0.00286807 0.00258615 0.0100046 0.00448173 0.00696565 0.0562293 0.0186081 0.00834515 0.00409841 0.0023441 0.00299264 0.00143567 0.00297659 0.00423963 0.00294267 0.00693979 0.00202241 0.00181899 0.0118989 0.00171678 0.00121356 0.000977561 0.00107242 0.000954955
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 41.092444989200011 0.34575312120000007 41.319407281650008 0.34554354660000003 42.824128352900011 42.283941020600004 0.34488488370000009 41.436838994450007 0.34479506600000004 41.646178195200001 41.898943182100005 43.047778594550003 41.741384785950011 0.4778150355000001 0.34587287805000005 41.872294782850005 41.481306584950012 0.48386275860000011 0.34608245260000009 0.34641178410000012 42.094663496250007 0.34988473400000003 41.571132012400007 0.48386275860000011 0.31100865245000009 49.420225120050006 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 8 9 10 -2 12 -12 -14 -9 16 -11 25 19 -19 21 -20 -22 24 -24 -7 27 28 -16 -25
right_child=4 2 3 -5 5 17 -8 14 -10 15 11 -13 13 -15 26 -17 -18 18 20 -21 22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=9.5149879963457495e-05 -0.0028095359347650702 0.010543431270667761 -0.0033015135993338684 0.002664272564551992 0.0066816368644957965 0.0073956144561864723 -0.0069384704164035266 0.008596389235643832 -0.013964514726748296 0.0018452281420181954 0.053798428252088783 -0.10402769740397869 0.0062240090189850513 -0.10099967360279268 0.003448684726807916 0.0043913114525690623 -0.0047224099006959678 -0.00038421755124808013 0.034217611683211274 -0.010628365633054812 -0.0043840954029135621 0.0028694888137761913 -0.0070630852758206035 0.0014022215987590065 0.013245532044777193 -0.00044402954910590368 0.0044175100573534383 -0.0019054527775322792 -0.0014085422616178498 -0.0011400381167497959
leaf_weight=24.171871050239432 0.54304570717039768 0.66167704245589121 0.59675208854548578 0.60737247815637829 0.67768391532176586 0.53858013125136561 0.771545218464463 0.61421928497001221 0.63599307809630712 1.6657634560328065 0.060702622821594276 0.058026818860525964 0.015699163957407336 0.013500749524403333 0.95491649700573755 1.1908803656251619 1.1890540701861025 1.0685224766553718 0.080644727719458853 0.64960238264146108 1.0266592373955044 0.56806018936343017 0.53029439412057378 2.207019075169228 0.6327307790959793 0.5803069358771058 0.53588855819543812 2.5131494567290922 0.86750040366314352 4.4703748256333675
leaf_count=1723 16 35 37 37 43 6 59 36 92 19 19 5 18 32 113 38 32 39 20 129 7 132 4 27 82 74 7 132 6 1015
internal_value=4.07004e-06 0.000342746 0.00355041 -0.000292311 -0.000353522 0.000265604 -0.00104721 -0.000628603 -0.00218803 -0.000606801 -0.00804987 -0.027287 0.0222446 -0.0433515 0.000898699 0.000664419 -0.000890245 -8.63841e-05 -0.000426614 -0.00425741 0.000265056 0.00676658 -0.000210588 0.00033591 0.00398559 0.00332961 -7.18676e-05 -0.000626768 0.00113656 -0.000299768
internal_weight=50.698 26.0377 1.8658 1.20412 24.6604 13.0305 11.6299 10.8583 5.37267 4.73667 0.690975 0.147929 0.0899025 0.0291999 5.48567 4.0457 2.85482 12.3528 11.2339 1.71812 9.51578 0.648705 8.86708 7.84042 1.16303 1.11889 4.87145 4.33557 1.82242 6.67739
internal_count=4034 1832 109 74 2202 1578 624 565 271 179 90 74 69 50 294 89 51 1535 1455 168 1287 152 1135 1128 86 80 258 251 119 1042
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 1 0 0 0 0 2 2 2 2 2 1 1 2 1 1 0 2 2 1 0 0 0 0 1
split_gain=0.000498458 0.00168071 0.00409848 0.000867317 0.000862506 0.00255707 0.00263332 0.00702305 0.0234798 0.0636537 0.00548766 0.00239221 0.00226054 0.00410229 0.00488518 0.00658317 0.00597094 0.00412367 0.00613265 0.0686553 0.00368349 0.00342495 0.00280498 0.00133234 0.0032079 0.0040507 0.00280614 0.0023157 0.00119855 0.00104793
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 41.092444989200011 0.34575312120000007 41.257403903850005 0.34536391125000004 0.4871261339500001 0.48098859315000003 0.48200652675000005 0.4784437592000001 41.319407281650008 41.32819714970001 41.535369675400013 41.872294782850005 42.824128352900011 0.34515433670000012 0.3453339720000001 42.141702038450013 0.34503457980000002 0.34503457980000002 0.48306936920000004 48.86568841230001 41.605323437500005 0.3459626957000001 0.48797940185000005 0.48119816770000007 0.48306936920000004 0.48028502140000007 0.34641178410000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 12 8 10 -10 -8 -6 -7 -14 16 17 -15 18 -16 -20 21 22 28 26 25 -25 -13 -28 -17 -26
right_child=4 2 3 -5 11 6 7 -9 9 -11 -12 23 13 14 15 20 -18 -19 19 -21 -22 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=8.5639164507446251e-05 -0.0075106496127715422 0.0095544411598283766 -0.0029656524900488236 0.0024018301577740349 0.0060350246297859872 0.0044013171013493361 0.0051512715989943444 0.0056747157091630307 0.0058306493497706745 -0.10289412552299056 -0.0090004174016393209 0.0034546194586400551 -0.0057206024665503339 -0.00075901429380841306 -0.0075889584789687456 0.0063085841214796006 0.013355342342878393 -0.00050049438937078061 0.059253104554610074 -0.085180638729722202 0.0084196019641605679 -0.0076226251469493564 -0.0015210345188850899 0.011191741344463497 -0.0025120295196599893 -0.001116632779312599 -0.010033166868015794 -0.0011586575746845697 0.00033184190303831203 0.00023835936335643083
leaf_weight=24.170548084623544 0.5643871851006893 0.65738809598566561 0.59783999855358139 0.60641528077655948 0.67539100639688321 1.0706970016472013 0.54877455340547132 0.52981464751064766 0.13545487099327136 0.08937829191563651 0.54727885821694144 0.5181436501443385 1.2646845729086056 0.60128600981769842 0.55591815878462736 0.99553828105395126 0.59761835169047117 0.51466856844490394 0.052678834667926777 0.087701506358598635 0.58536911648587864 0.52239490533247579 1.8529416311503153 0.57970471254233824 1.6799164180346204 0.49628244340419769 0.56014191918075074 0.61891378850992929 0.50609537889249623 7.8988786948467684
leaf_count=1723 17 35 37 37 43 10 50 3 22 28 25 3 37 32 42 175 9 6 50 33 38 4 39 84 61 2 5 68 4 1312
internal_value=3.46617e-06 0.000308635 0.00320389 -0.000262801 -0.000318813 -0.000945063 -0.000609972 -0.00405199 -0.00795342 -0.0373909 -0.00191492 0.00023991 8.18634e-05 -0.000486514 0.000476709 -0.00074894 0.00627657 -0.00728799 -0.012305 -0.0309807 0.00102559 -9.07998e-05 0.0010821 -7.69597e-05 0.000337549 0.00551469 -0.00267919 -0.00537473 0.00429424 -0.000244
internal_weight=50.6822 26.0322 1.86164 1.20426 24.6501 11.6227 11.0583 1.8507 1.32089 0.224833 1.09605 13.0274 9.20759 8.1369 6.87221 5.67331 1.1989 1.21097 0.696298 0.14038 4.46234 3.87697 3.35458 12.352 10.6548 1.07599 1.6972 1.17906 1.50163 9.5788
internal_count=4034 1832 109 74 2202 624 607 128 125 50 75 1578 479 469 432 391 41 131 125 83 260 222 218 1535 1459 86 76 73 179 1373
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 2 0 0 0 1 2 2 2 2 1 1 1 2 1 1 1 1 0 0 1 1 1 2 1 2
split_gain=0.000406768 0.00136556 0.00334735 0.00080493 0.00355155 0.00980087 0.000825974 0.00192587 0.00145077 0.00125214 0.0011024 0.000758709 0.000702213 0.000692263 0.000630824 0.00695037 0.00382897 0.00277967 0.00230218 0.000886618 0.00814654 0.00203468 0.00129284 0.00478338 0.00184691 0.00132638 0.0038029 0.0295174 0.0184117 0.0037298
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 0.56719858685000013 0.44521122120000006 40.80591513400001 0.55074698365000019 0.55677973715000018 0.54562737640000014 0.44805544745000009 40.720231579350006 41.289992964000007 41.092444989200011 39.458743938000005 0.34479506600000004 0.34467530910000005 0.34488488370000009 39.952536079750011 0.34398670700000006 0.34512439750000007 0.34521421515000011 0.34542378970000004 0.47916230050000003 0.48271009850000007 0.34560342505000002 0.34656148020000005 0.37078231190000005 39.337369931850013 0.35862698720000002 35.509685375550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 8 -8 14 -9 -11 -2 -4 -6 15 17 -16 18 -1 -18 -21 -22 -23 -24 -25 -26 27 29 -29 -27
right_child=11 2 12 4 13 -7 7 9 -10 10 -12 -13 -14 -15 16 -17 19 -19 -20 20 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=0.0023194773528396758 -0.002314380243864165 0.0086526599366369399 -0.0026644761760572823 -0.0037498536381486941 0.0041275196658212684 0.10014125718958058 -0.0072744428193940646 -0.0043276068827657627 0.0051360746479934159 0.0044144988807754927 -0.0017891786862624165 -0.00013695219469175209 0.0021648970852322642 -0.00096470988828766002 0.007997379567945306 -0.0099177330346333741 -0.002353640646722042 0.0073374209305604472 -0.0055687601564613325 0.012020949141287325 -0.0056900827773447987 0.0033854644232531768 -0.0065640641075316438 0.0060980261516099853 -0.0023014465705083194 0.0029842180557171712 -0.00018394584173873809 0.079591963589059719 0.014698711475726232 -0.011208805853971032
leaf_weight=0.95506015296365088 1.7204350040147023 0.65352448819201825 0.5988190595437286 0.026503249722455879 0.53992017224169619 0.013813046287395991 0.51074009500372541 0.52133151018711732 0.5664134046005519 0.62630827910277254 0.52787096692190971 22.907108052421403 0.60555359579774404 0.52807288534764707 0.6124748045270384 0.71404118214195467 1.5221654509581526 0.58697367537935097 0.603940965360386 0.55951090060241426 0.66207033720729747 1.0343556521957733 1.1108309306173065 0.524607083061709 2.0108032580465069 0.60484558604531347 8.3626236693815752 0.078406216498478898 0.098834100188469165 0.26683983879775042
leaf_count=174 49 35 37 49 338 13 61 50 27 47 6 2153 37 116 31 17 14 38 20 62 27 57 24 5 13 30 398 28 20 58
internal_value=2.25439e-06 0.000277905 0.00289044 7.70797e-05 0.0027095 0.031845 -4.9434e-05 -0.00189872 0.000144245 -0.000260062 0.00157721 -0.000289063 -0.000236287 0.00160965 5.01987e-06 -0.00137159 0.000230664 0.00147202 -0.000736345 -5.18826e-05 0.000176909 -0.000272242 -1.77032e-05 -0.000287281 0.000296336 2.98754e-05 0.000527969 0.00620375 0.0434057 -0.00136054
internal_weight=50.6548 26.0273 1.8579 24.1694 1.10831 0.0403163 23.061 2.18625 20.8748 1.67551 1.15418 24.6275 1.20437 1.06799 20.3084 2.86002 17.4484 2.14597 1.559 16.8359 15.3137 14.7542 14.0921 13.0578 11.947 11.4224 9.41155 1.04893 0.17724 0.871685
internal_count=4034 1832 109 1723 516 62 1207 164 1043 103 53 2202 74 454 1016 249 767 232 194 736 722 660 633 576 552 547 534 136 48 88
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 2 2 2 0 1 0 0 0 2 2 0 0 0 2 0 2 2 1 0 2 0 0 2 2
split_gain=0.000331516 0.00110774 0.00273175 0.000692777 0.00217665 0.00208691 0.00169023 0.00709213 0.00404448 0.00362537 0.00802932 0.00185987 0.00115438 0.0218493 0.00770021 0.0128423 0.0200032 0.00828465 0.00114112 0.00129625 0.00886065 0.00295034 0.0015375 0.00165811 0.0017285 0.0152518 0.0791907 0.0256843 0.00709226 0.00397582
threshold=41.218101594450012 40.94178426300001 0.48119816770000007 0.34575312120000007 0.34554354660000003 41.319407281650008 42.824128352900011 42.283941020600004 43.047778594550003 0.4815274992000001 0.34485494450000004 0.4778150355000001 0.48244064550000004 0.48119816770000007 41.535369675400013 41.685324604100011 0.48068920095000006 0.47916230050000003 0.48271009850000007 42.006870117350005 0.4871261339500001 41.965809985500009 41.898943182100005 0.34587287805000005 0.48306936920000004 41.872294782850005 0.49336846205000007 0.53043322055000008 41.571132012400007 41.605323437500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 7 9 -8 10 -2 -12 13 14 -7 -16 17 -17 -14 21 -21 22 23 -20 -25 26 -26 -28 -29 -30
right_child=3 2 -4 5 -6 12 8 -9 -10 -11 11 -13 18 -15 15 16 -18 -19 19 20 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=7.0994096028698277e-05 -0.012580134334740686 0.0078314105507689899 -0.00021247102491552309 0.0056588924780590849 -0.005973210734147129 -0.00055277491160009187 0.008430415724669264 -0.011647528204628513 -0.00018732775133138165 0.005932530147126293 0.0019663949146161912 -0.0029395040860626578 0.0047755861772902693 -0.042457959076761899 0.10057228845479871 0.00040511741643007746 0.070539282116158994 -0.10185597638519761 0.003387877373494308 0.024576111974788869 0.00019204588737821887 -0.00854680600851793 0.0044144084193106139 0.0017912279588475312 -0.10308410103114495 -0.00054398968557603186 0.073637581046806053 -0.10046492827242348 0.050762693417590377 -0.050788349662445866
leaf_weight=24.162799153019918 0.57031725587832349 0.65004447333858095 1.2044780745819137 0.67403588574722029 0.76613245242740902 0.49815484136343036 0.61319942484008993 0.63450125435769233 4.8679011901125113 0.76135630949283939 2.2010797429760776 1.1908483773659098 0.51680142366239934 0.12200269638560712 0.020732111424877075 0.017983369954152284 0.028396111913025379 0.014160608925294582 0.5174137605354191 0.15195366921987918 7.7267553199629422 0.528668617229897 0.53635355691837805 0.50604425370693196 0.08216592877943163 1.0002850780611752 0.056448000786360808 0.012313880811473554 0.0079148046156456431 0.0075166637675553325
leaf_count=1723 72 35 74 43 59 2 36 92 258 44 39 24 52 9 20 154 4 7 5 16 1066 20 32 2 6 11 33 29 10 57
internal_value=2.83294e-06 0.000251766 0.00260706 -0.000260106 -0.000821968 0.000240474 -0.00045787 -0.00172087 0.000776784 -0.000387461 -0.00160186 0.000244017 -5.52019e-05 -0.00399512 0.00410352 0.0326441 0.00938195 -0.0446447 0.000182002 -3.12196e-05 0.000662332 -0.00170989 -0.000384194 -0.00155937 -0.0030897 -0.00520685 -0.0332437 0.0349149 -0.0438666 0.00129721
internal_weight=50.6488 26.0173 1.85452 24.6314 11.6053 13.0261 10.8392 5.3581 5.4811 4.7236 3.96225 3.39193 12.3521 0.70143 0.579427 0.0812722 0.0605401 0.032144 11.6506 11.1338 7.87871 3.25512 2.72646 2.1901 1.67269 1.16664 0.166359 0.0841933 0.0277453 0.0154315
internal_count=4034 1832 109 2202 624 1578 565 271 294 179 135 63 1535 196 187 185 165 161 1339 1287 1082 205 185 153 148 146 135 129 96 67
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 0 1 1 0 1 2 0 0 2 1 2 1 0 0 1 2 1 1 1 2 2 0 1 0
split_gain=0.000329012 0.00104056 0.000958978 0.000520866 0.025039 0.00964739 0.0156652 0.00877263 0.0134286 0.00452531 0.00390864 0.0154177 0.00293563 0.00181881 0.00164628 0.00163426 0.0010539 0.00151844 0.000495425 0.00998806 0.00515274 0.00890916 0.0379836 0.0244209 0.00203707 0.00165011 0.00335022 0.00205008 0.00180653 0.00387763
threshold=48.96897326980001 49.283271594150008 0.39672464895000009 43.752965619700007 0.50922128080000018 0.48386275860000011 0.43513667255000005 0.34524415440000006 0.34527409360000011 0.4871261339500001 0.4025178887000001 47.709122305950011 0.4778150355000001 0.50339810185000011 43.525909308350002 0.34575312120000007 44.756878345700009 0.35862698720000002 0.48447651265000008 0.48351845755000006 0.34587287805000005 43.157831852650006 0.34494476210000008 0.34530403280000005 0.34614233110000009 40.159267750750011 39.664548207900005 0.4784437592000001 0.34479506600000004 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 14 5 6 -5 -8 -9 -7 11 -6 15 -11 18 -10 -17 -18 19 25 21 22 -20 -24 -22 26 27 -4 29 -27
right_child=1 -3 3 4 10 9 7 8 12 13 -12 -13 -14 -15 -16 16 17 -19 20 -21 24 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0031172630027270797 0.0036726684566809604 -0.0011277773589533967 -0.0011999903767521527 0.093366057994734408 -0.10059807060560953 0.10040838569919437 -0.10025831840278226 0.10031929321380506 0.086341672407682868 0.017187347194660113 -0.00096671972881159918 0.0043866658094731696 -0.10021405133460666 0.070131731103968684 -0.005475875530091206 -0.10003772046421332 0.10003361262091928 -0.049634124939783288 -0.012867098765302322 -0.0093954299085979819 -0.0060977797141454869 -0.00056706750583618932 0.015086128051081291 0.089790899757050957 0.00021638229487849878 0.00011587857524011743 -0.0052343027901620874 0.0054253316475531927 0.0002468350730208681 0.0099289833612396204
leaf_weight=0.99646517822267711 0.92417766246984212 0.88296025353585739 1.5609081166677952 0.017118312887079608 0.019597232197194558 0.03241315811744272 0.010449775539200346 0.0095940222963690758 0.0014803932117786189 0.012630000265576639 1.003353180554853 0.048875028194743209 0.006912892495165579 0.013343774600748315 0.54964272807279613 0.0015997430543990276 0.0010158271761611104 0.0020374722544147517 0.17364176438423129 1.1465981778164849 0.52344240155071275 0.49810727685689926 0.08590730934520252 0.089189465856179595 21.400221699496761 1.1271321346287511 1.5833303052303702 0.66645367285809687 16.608372291153163 0.62649036338552822
leaf_count=188 33 255 221 36 120 5 26 1 10 34 258 18 10 14 50 16 1 56 17 32 4 2 16 29 1869 113 31 30 529 10
internal_value=2.18628e-06 0.00132719 -4.68642e-05 1.71164e-05 0.00209163 0.0478475 0.0157058 -0.0244697 0.0105109 0.0754869 -0.00254426 -0.0256607 -0.0555325 0.044387 -3.53885e-05 -0.00517268 -0.0342885 0.00016006 2.94919e-05 -0.000294486 0.000361278 0.00801525 0.0202735 0.0531387 6.56274e-05 0.000176144 -0.00171753 0.000782386 0.00056914 0.00362166
internal_weight=50.6235 1.80714 48.8163 47.8199 1.18042 0.108595 0.0502084 0.0330901 0.0226404 0.0583869 1.07183 0.0684723 0.0130463 0.0259738 46.6394 0.00613344 0.00465304 0.0030533 46.0898 23.3193 22.7705 0.846846 0.348739 0.175097 21.9237 22.1727 3.81069 2.22736 18.362 1.75362
internal_count=4034 288 3746 3558 605 209 156 120 94 53 396 138 93 48 2953 83 73 57 2903 966 1937 64 62 45 1873 934 282 251 652 123
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 1 0 1 0 0 2 0 0 2 0 1 2 2 0 2 2 1 0 0 0 1 1 0 2
split_gain=0.000387071 0.00137629 0.000750733 0.00746805 0.00335487 0.00360976 0.00377777 0.00440747 0.00307784 0.0162095 0.0106477 0.0285107 0.0219938 0.0231438 0.010867 0.00645542 0.00519631 0.0062855 0.00952064 0.00337433 0.00130036 0.00252257 0.00428954 0.0533739 0.00161831 0.00124188 0.00119022 0.00118224 0.00156776 0.000759118
threshold=41.218101594450012 41.092444989200011 0.47943175355000006 0.47997065955000012 0.34488488370000009 0.3453938505000001 0.34569324270000007 0.48447651265000008 0.37078231190000005 0.50278434775000014 0.5216909673500002 40.098777110850008 0.51191581090000016 0.51675099550000014 37.311503175250003 0.5231430197000001 0.35738450945000005 35.171584490050009 36.79544512155001 0.52770875125000016 40.467253020850002 40.340071172300007 0.34515433670000012 0.47700667645000011 0.46898296455000005 0.47769527860000011 0.34521421515000011 0.39542229275000007 0.53749887730000012 37.445036092900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 -4 -5 -6 -7 -8 9 16 11 12 -10 -14 -15 -12 -9 -18 -19 -17 21 22 23 24 -1 -22 -24 -21 -29 -20
right_child=-2 -3 3 4 5 6 7 8 10 -11 15 -13 13 14 -16 19 17 18 29 27 25 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011464113562452496 -0.00028150709235036825 0.0047172519203361419 0.011136070942097037 0.006649100419478699 -0.0047594135275210508 0.0042134368965085836 -0.0053733807824440111 0.007225498382101847 -0.048375663108024297 0.028183163941723294 0.014941441075040477 -0.053472216411365937 0.049644064142781968 0.016166970866045387 -0.045956169443055694 -0.0072589166043509389 0.00035810637295367967 0.011190926035933935 -0.027559830470987437 0.0033741062027171547 -0.00061420918977465183 0.0062407104695614548 0.0064789706582731466 -0.055906184056676925 0.0055552260168011966 -0.0073715880156224045 0.00065756200141492643 -0.0052354093122059632 0.00027248293849006479 -0.042046866860790469
leaf_weight=0.8974151097779306 24.591430099169273 0.67827884905051306 0.63015515310690062 0.7476943089277438 1.5784632496361179 2.0991455942858055 1.545782644473223 0.57202851884176087 0.066788645924499401 0.24280077376988618 0.29303093179623729 0.13655375174842987 0.11013619931982532 0.056443825315909635 0.056189250833995175 0.62095013102792584 0.53105641702040884 0.066942482037120499 0.076649604714475572 1.1352210414770514 0.54133931824759052 0.54024334452476797 0.52879910171031941 0.18125881522428233 0.60207179896121943 0.54657115573718329 1.0458140791686896 0.54727209176104352 9.2759646115076766 0.068489723434140615
leaf_count=197 2202 46 18 15 21 15 24 36 37 27 31 24 19 15 26 78 19 14 19 25 92 10 4 19 22 12 62 60 818 27
internal_value=2.95935e-06 0.000271812 0.000152827 0.000418756 7.81412e-05 -0.000179358 0.000233719 -0.000308668 0.000256333 0.00444373 -0.000274122 -0.0158054 0.00195797 0.0170485 -0.0148244 0.00028331 6.10461e-05 -0.00545377 -0.0200068 -8.76314e-05 -0.000961189 -8.75716e-05 -0.00113778 -0.0046513 0.00154442 -0.00400915 0.00261255 0.000318722 -3.43727e-05 -0.0343961
internal_weight=50.611 26.0196 25.3413 20.4578 19.8276 19.0799 17.5014 15.4023 13.8565 1.55797 12.2986 0.426112 0.289558 0.222769 0.112633 11.8724 1.31517 0.743138 0.212082 11.5794 4.88351 3.7956 3.25536 1.68075 1.49949 1.08791 1.57461 10.9585 9.82324 0.145139
internal_count=4034 1832 1786 1368 1350 1335 1314 1299 1275 142 1133 121 97 60 41 1012 115 79 60 981 418 314 304 238 219 104 66 903 878 46
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 2 2 1 2 0 1 0 0 0 0 2 0 2 2 2 1 1 0 2 1 2 0 2 1 2
split_gain=0.000337961 0.000735604 0.000738967 0.000489648 0.00177953 0.00174505 0.00100492 0.00141711 0.00308056 0.00558046 0.00631937 0.00261469 0.00277983 0.00268229 0.0160184 0.00362897 0.00337931 0.00929479 0.0128426 0.0234481 0.00248141 0.00431226 0.00428887 0.0130589 0.0087277 0.0115311 0.00726864 0.00551324 0.00221425 0.0113068
threshold=35.171584490050009 0.38906020780000011 0.36575252235000005 40.633548727200008 40.583589072600013 40.720231579350006 40.563919884450009 0.39542229275000007 40.377444152000002 0.48244064550000004 0.34494476210000008 0.53833717555000005 0.5398790455000001 0.54499865270000014 0.5519595221500001 38.400997490450003 0.56341127510000011 40.206947806850003 39.184300550350009 39.110279783550006 0.34512439750000007 0.36006406990000012 0.52005927965000021 39.792680591700012 0.36945001650000003 36.893814626400008 0.5231430197000001 39.337369931850013 0.45280081435000008 39.011793722550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 8 9 -2 -11 -9 -13 15 -15 -14 17 18 19 -16 -12 -22 23 24 25 -23 27 -24 29 -18
right_child=3 -3 -4 5 -6 -7 -8 11 -10 10 20 12 13 14 16 -17 28 -19 -20 -21 21 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011462580019677858 -0.0016270027616453954 0.0016650830815385681 -0.0052253191828049578 -0.0055631006809571809 0.0059992690795116609 -9.0646038337840714e-05 -0.0039545540298003383 -0.0052669043815866332 0.0045552205022389514 0.021758423362626164 -0.0038840500956395215 0.0026154089994983145 0.0003064406203647826 0.048166081112760162 -0.078099310866279997 -0.0078429168121749108 0.063438765014349835 0.025188418556902827 -0.10088855399601136 0.10022261384830261 0.011124045014035534 0.0099591374449469281 0.02929389222701527 -0.029912156738815872 0.021202538031518215 -0.03374978037462855 -0.00058541234967553679 0.0040565523455399644 -0.00074604092107585839 -0.0084502613140585887
leaf_weight=0.53156976109150578 5.3872442684526138 0.53400544171632125 0.60483864176796942 0.594374329117353 0.5611480816768325 29.66545367305347 0.5432785941666215 1.0568903918578776 2.1209985636937736 0.18345917464466799 0.48723483085632358 2.5721899395975925 1.0709734541585483 0.070736206662331713 0.017280241018326037 1.1156710868817752 0.032371093502417625 0.029053143087367062 0.023276237507047881 0.012862831354141235 0.61605344146391905 0.14487052126787592 0.1774568912660468 0.16009871611458948 0.16911728398918058 0.10346263281189749 0.73521616434406312 0.16899213397118729 1.0262901397189632 0.067496715453671641
leaf_count=131 224 211 29 81 14 2394 16 98 40 8 2 20 20 22 50 26 32 7 29 2 44 22 29 29 40 25 62 25 261 41
internal_value=2.50979e-06 -0.00139621 -0.00283473 5.02764e-05 0.000453251 -0.000198138 0.000281239 0.000412368 0.00115266 0.000286633 0.00378607 -0.000678416 0.000124726 -0.00172366 0.00191323 -0.00385153 -0.000793765 -0.0203332 -0.0450911 -0.00200472 0.00259252 0.00397944 0.0013267 -0.0056311 0.00368106 -0.00825124 0.00504179 0.0169835 0.000637178 0.0148518
internal_weight=50.584 1.67041 1.13641 48.9136 18.6537 30.2598 18.0926 17.5493 10.4542 8.33321 2.94596 7.09509 6.0382 3.46601 1.27937 2.18664 1.20863 0.0824725 0.0534193 0.0301431 2.7625 2.27527 1.65921 0.577549 0.41745 0.248333 1.08167 0.346449 1.12616 0.0998678
internal_count=4034 371 160 3663 1188 2475 1174 1158 550 510 286 608 510 490 444 46 422 88 81 52 278 276 232 116 87 47 116 54 334 73
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 0 1 1 0 0 0 2 2 1 2 2 2 1 1 1 1 0 1 1 0 1 1 2 1
split_gain=0.000291408 0.00120025 0.00213202 0.00149009 0.00287194 0.00101565 0.000764757 0.00282953 0.00168471 0.000761889 0.001804 0.00107678 0.00253814 0.0010172 0.00684723 0.0016632 0.00845687 0.00409893 0.00296435 0.00425154 0.00325831 0.00208224 0.00205169 0.00179151 0.00504058 0.020638 0.0270146 0.0286469 0.013126 0.0102766
threshold=41.218101594450012 40.94178426300001 0.34527409360000011 0.49830843385000007 0.52537349185000015 0.54646567465000018 0.56719858685000013 0.44521122120000006 0.43837010870000009 0.55074698365000019 0.55677973715000018 0.55832160710000012 38.748048509250005 40.563919884450009 0.34545372890000009 40.316494640950005 40.206947806850003 40.137820134150012 0.42039160505000012 0.41804137600000008 0.41714319930000004 0.34560342505000002 0.54386096225000014 0.39072183470000005 0.36945001650000003 0.5231430197000001 0.39019789825000006 0.38906020780000011 39.256147742250008 0.37473428940000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 9 8 -8 13 -11 -12 -13 15 -15 16 17 18 19 20 22 -17 23 24 -1 26 27 28 29 -26
right_child=-2 2 3 4 5 -7 7 -9 -10 10 11 12 -14 14 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010097445238179223 -0.00024423732201230789 -0.00017741812837214434 0.0092527239139674599 0.01426857410962587 -0.0015957097910518653 -0.020138672426170724 0.044774604411803302 0.0016439959934937088 0.001913084585203958 -0.0070518479417870962 0.0034438563275601842 0.0030170642544683195 -0.006454273568817892 -0.010969541035769951 0.00067698845846924998 0.0049603220461458888 -0.01045051926975394 0.0085255317597157671 0.00699600158450566 -0.0063422355183736789 0.0076433748132409569 0.00050937820008473307 0.0057537981737174424 -0.0029257532660878962 0.030562400459828873 -0.0068231478216413876 0.05718615034010726 -0.03861909164878264 0.042603899623273815 -0.014743577057628183
leaf_weight=5.2186163658037108 24.596536779562935 1.0811711516688678 0.57742858585277179 0.076213942151298397 0.060656179906800389 0.057577671573909583 0.024826877450437101 1.0681422851727194 0.014541779274820144 0.51123618242207713 0.53336763393912168 0.53381966067202291 0.60203210405622087 0.62028117095956092 2.7115100853315077 1.5967499939019933 0.75362638896331269 0.60000491004029832 0.5827113602493349 1.0598868046226932 0.57274532385054122 3.0754800128772644 0.55722019722793525 2.2630702300260515 0.086028922143668529 0.61394202805240639 0.14295040012802929 0.1045199229465652 0.15675881816423498 0.11976334932842292
leaf_count=421 2202 27 25 10 13 34 35 454 27 61 18 36 49 82 46 23 30 15 31 22 8 45 17 158 19 24 13 23 26 40
internal_value=2.44952e-06 0.000236028 0.0026886 0.00670305 -0.000868425 -0.0106258 4.76362e-05 0.00261438 0.0289427 -7.58717e-05 -0.0018544 -0.00026256 -0.002003 0.000110249 -0.00149125 0.000415085 -0.000173108 0.000468156 4.697e-05 -0.000324677 0.000323776 0.0020305 -0.000128812 -0.000505339 0.000344874 0.00612057 0.0191475 0.00750546 0.0208027 0.00419603
internal_weight=50.5734 25.9769 1.85305 0.771876 0.194448 0.118234 24.1238 1.10751 0.0393687 23.0163 2.18046 1.66922 1.13585 20.8359 3.33179 17.5041 12.8318 12.0782 11.4782 10.8955 9.83562 4.67223 9.26287 8.70565 6.44258 1.22396 0.610021 0.467071 0.362551 0.205792
internal_count=4034 1832 109 82 57 47 1723 516 62 1207 164 103 85 1043 128 915 847 817 802 771 749 68 741 724 566 145 121 108 85 59
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 2 1 1 2 0 0 0 1 0 2 0 2 2 2 2 2 2 0 0 0 1 2 1 0
split_gain=0.000328 0.0023063 0.00474629 0.0178629 0.0171581 0.0101764 0.0016052 0.0013517 0.0114828 0.00372049 0.00913324 0.00169895 0.00715568 0.0134228 0.00621385 0.0263363 0.00232891 0.00795022 0.00324533 0.00122268 0.00245864 0.00233599 0.00130791 0.0019463 0.00535252 0.00421505 0.00379603 0.00142255 0.00103969 0.00214505
threshold=39.896141435400004 39.420767558750008 0.40099098830000007 0.51857728810000003 0.39045238170000002 0.48447651265000008 40.003678352300007 0.41804137600000008 0.42209814075000007 38.748048509250005 0.51505942935000004 0.50086823750000009 0.52366695610000014 0.36575252235000005 0.51191581090000016 37.445036092900004 0.47565941140000007 35.171584490050009 37.627645350900004 40.098777110850008 40.159267750750011 40.241071441700008 40.633548727200008 0.51505942935000004 0.47976108500000009 0.54300769440000007 0.34569324270000007 40.720231579350006 0.39670967935000007 0.54562737640000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -3 -2 9 -9 11 -11 16 13 -13 -15 -16 -1 -18 -19 -8 -21 -22 23 24 -23 -25 -26 -24 29 -14
right_child=6 2 -4 4 -6 -7 19 8 -10 10 -12 12 28 14 15 -17 17 18 -20 20 21 22 27 25 26 -27 -28 -29 -30 -31
leaf_value=-0.00061326460671544891 0.002830511710921065 -0.011590454380306172 -0.00017750874270168151 -0.072353992975155712 -0.01103597788081403 0.024658077689256375 -0.0044995236318468136 -0.040328248676813269 -0.00059009561333931348 -0.0030784921526083326 0.013526035055736458 0.019299457808006452 0.0059644594088268076 -0.043885769156588587 0.012745645438110737 -0.062315333942444366 -0.00024941124700583983 0.031946019014664741 0.0064715823118318919 0.0064993281022830323 -0.0044761751657787993 -0.00058075561234786704 -0.0050117216398746943 -0.0053132890569942415 0.013014816688692641 0.0035229284995785615 0.0032878512273604305 -7.5490461512419383e-05 -0.0024354647329695206 -0.0014020562118314478
leaf_weight=1.4243243401970791 2.086146013072713 0.20384873309444684 1.0531121697264627 0.077965844286154606 0.11004580359804095 0.12490325982525974 0.59917451928416809 0.076109418780106686 1.6310415852321809 0.63893662771908999 0.68792032976944029 0.091542872523860175 0.65772916228526968 0.1062588664076074 0.13092262502868834 0.072700680253532823 0.53509917236260651 0.13531747022352647 0.079325356899062172 0.58262950500635824 1.1540935649423278 2.0892761019014627 0.59553590085166774 1.0927200909063688 0.64551278622820962 1.0669734640987529 1.060122430449155 29.66605837749972 1.0972670009806291 0.99066642671823502
leaf_count=226 30 33 50 19 31 27 48 26 478 44 33 12 46 26 33 23 24 35 22 30 31 37 81 15 14 50 35 2394 77 4
internal_value=2.87211e-06 -0.0005125 -0.00402921 -0.0118786 -0.0364637 0.00218151 0.000128741 0.000148266 -0.00236173 0.000792811 0.00553027 -0.000388498 -0.00187364 -0.0143444 -0.0242832 -0.0140538 0.00176134 0.0062725 0.0225315 -1.74584e-05 5.33013e-05 -4.71968e-05 9.39404e-05 0.00144868 0.00281255 -0.00094785 0.00696911 -0.000172633 -5.03799e-05 0.00153727
internal_weight=50.5633 9.92504 1.56988 0.516764 0.188012 0.328752 40.6382 8.35516 1.70715 6.64801 1.32686 5.32115 3.14709 0.401425 0.309882 0.203623 2.17407 0.749742 0.214643 38.5521 37.9529 37.3703 36.2162 5.9546 3.79491 2.15969 1.70564 30.2616 2.74566 1.6484
internal_count=4034 1269 160 110 50 60 2765 1109 504 605 77 528 221 94 82 56 307 81 57 2735 2687 2657 2626 151 86 65 49 2475 127 50
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 2 0 0 2 1 1 2 2 2 2 0 1 0 2 0 0 2 0 2 1 2 1 0 0 0
split_gain=0.000298278 0.000844054 0.000736089 0.000766972 0.00475493 0.0090202 0.0113605 0.00876937 0.00901632 0.00910729 0.00382851 0.00336479 0.00780733 0.000647494 0.0041052 0.00158079 0.0357295 0.00206755 0.00139492 0.00639896 0.00879589 0.00172642 0.00271946 0.00128556 0.00334949 0.0086214 0.0130668 0.00412097 0.00183538 0.0040325
threshold=48.96897326980001 49.283271594150008 0.39672464895000009 0.34398670700000006 38.969453495950006 39.051326806600009 0.43260680815000008 0.47736594710000008 41.32819714970001 0.34219035360000005 0.32168198560000011 48.778770352700008 40.098777110850008 39.896141435400004 39.685256516350002 0.47700667645000011 0.34509445825000007 0.47754558250000007 40.159267750750011 0.48537468940000006 0.5398790455000001 40.316494640950005 0.48028502140000007 40.636252116050009 0.34518427590000006 42.233786329550007 0.34479506600000004 0.4778150355000001 0.48098859315000003 0.48537468940000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 11 8 -8 10 -10 12 -7 14 -5 16 -15 -17 19 -19 -21 22 -20 28 25 26 -25 -26 -23 -30
right_child=1 -3 3 13 5 6 7 -9 9 -11 -12 -13 -14 15 -16 17 -18 18 21 20 -22 23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.0027327344220650332 0.0033789013863709883 -0.00094504129624388422 0.00040784114918548806 -0.0001881917464302596 0.10021676981547006 0.10008110058695802 -0.064679125050996586 0.05572603080342789 0.010812364162802408 0.090328391956978407 -0.10015517535245577 0.10022388314851016 -0.10005394173220244 -0.10191713110798846 -0.0081631374370094278 0.0054685989459719985 0.0014366998158527634 -0.0013722099552759401 0.0014835038122598797 0.015586724919187665 -0.0013673819009414675 0.0037853713063359749 -0.007645021702973126 0.0013267184230530819 0.0088032485471586652 0.0040491054904980943 -0.013424507036242737 -3.5672991625765747e-07 -0.0038757225906333815 0.0028456566124925109
leaf_weight=0.99764929124211832 0.92304772734608043 0.88361556512579309 0.91156626911132821 8.2524994069095037 0.013187267351895571 0.0048971595242619514 0.029797478167502334 0.016159938946657348 0.0071646264514129143 0.010002956783864647 0.0054927099515680311 0.015073669026605785 0.0032380154278932594 0.035717220169311781 0.70024496160172667 0.73389261715510556 0.52653642800912093 2.0267100082326883 0.58326574042439705 0.66351002066949127 0.56793281708974241 2.0823370579164484 0.74089218407009483 1.1339637117925994 0.54486851822003046 1.1464961199741308 1.276452085439814 22.024549739373672 1.5202221061626917 2.1620582745858865
leaf_count=188 33 255 117 1031 3 2 35 4 12 3 35 4 58 35 64 63 235 13 7 24 63 18 50 26 19 22 37 1497 9 72
internal_value=2.38264e-06 0.00126412 -4.439e-05 1.17913e-05 0.00272914 0.022879 0.0117725 -0.00868364 -0.0285254 0.0190154 -0.0373425 0.0722517 0.020422 -4.73327e-05 -0.000811958 0.000133912 -0.00512886 0.00021344 0.000107699 0.00208225 0.00776761 -8.59902e-05 -0.00362408 6.09165e-05 -0.000237318 -0.00308948 -0.00648489 0.000212179 0.00141257 7.07486e-05
internal_weight=50.543 1.80666 48.7364 47.7387 1.01658 0.105014 0.0918266 0.0686177 0.0524578 0.0226603 0.0126573 0.0232088 0.00813517 46.7221 8.95274 37.7694 0.562254 37.2072 36.4733 3.25815 1.23144 33.2151 1.32416 31.8909 26.1263 3.55691 2.41042 22.5694 5.76462 3.68228
internal_count=4034 288 3746 3558 273 156 153 89 85 50 47 64 60 3285 1095 2190 270 1920 1857 100 87 1757 57 1700 1601 85 63 1516 99 81
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 1 0 0 2 1 2 0 2 1 2 0 2 2 1 2 1 1 2 2 0 0 2 2 1 1
split_gain=0.000282361 0.0025327 0.00745072 0.0106193 0.00143178 0.000653398 0.00110272 0.00472147 0.0404291 0.0133171 0.00128699 0.00107087 0.00091917 0.000861648 0.00241446 0.00985807 0.00312036 0.00247942 0.00232611 0.00113002 0.000585877 0.0011171 0.000975557 0.00510467 0.00232436 0.00937431 0.0207728 0.020487 0.0147944 0.00952452
threshold=0.45280081435000008 0.46476153410000004 38.903925214650009 0.4662734648500001 0.59734738480000016 0.44922307715000004 0.54646567465000018 0.55257327625000008 38.121007182500009 0.42473279245000012 40.80591513400001 0.56341127510000011 42.558389508100007 0.41714319930000004 40.636252116050009 0.54228915300000013 40.040005255000004 38.804080188450008 0.40509266190000009 38.539340721750001 0.4025178887000001 0.4019490434500001 41.919251152600005 42.006870117350005 0.52507409960000018 0.49649711085000009 42.622319549950006 42.940640897800002 0.36491422415000008 0.37668033890000002
decision_type=2 2 2 2 2 2 2 2 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 -5 6 13 8 -8 -10 -9 -12 -7 18 16 -16 17 -15 20 -20 21 22 -1 -24 25 -25 -27 -28 -29 -30
right_child=1 2 3 4 -6 12 7 10 9 -11 11 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 23 24 -26 26 27 28 29 -31
leaf_value=0.00034194660550874198 -0.00085583040774288722 -0.10062840556765458 0.093155710290573512 -0.10022569620110583 0.0067810785443930856 0.0036613095561225393 0.092750464293556156 -0.0052720853649730094 -0.10080628174076199 -0.0095769316193143623 0.0037501172149725249 -0.0024087129004136316 -0.0004749394604401108 -0.00087888142001399459 0.00070344139159525358 0.030964529758835881 -0.0040197746266429791 0.0058616920638993276 -0.0013669384558221565 -0.0078935423481149743 0.0015102497159494739 -0.0045033536885294295 -0.010101248729369447 -0.00044208518823167487 -0.0063845298670237513 0.056230730283982837 -0.045057458211659705 0.059068011619964882 -0.053001621619291395 0.028895581424224489
leaf_weight=26.309182504807712 1.061093112223624 0.0098601418507371363 0.0076845230459525737 0.0055466669597313834 0.0016143376404380572 1.1556603927464544 0.021915043167270887 0.55007841344831554 0.039538609879635089 0.026877725965846366 0.5566100850361122 0.57290667944463491 1.0040168704181267 1.0750321799307068 0.5144453028049959 0.13614081739797257 1.0844075210941069 1.108287244744133 0.51954959245995713 0.54206111554633352 2.548259602087561 0.55653637619798146 0.55749462993335619 9.6926488278750469 0.58949524736797876 0.094646954476048317 0.067890494845414651 0.05923728022389696 0.028615187131080688 0.02819015554303661
leaf_count=1236 202 242 8 112 409 51 9 153 47 16 60 119 11 28 103 27 15 19 18 64 23 15 49 718 177 22 12 20 18 31
internal_value=2.4012e-06 -0.00159278 -0.0332444 0.0115109 -0.0761027 3.74347e-05 -4.02627e-05 -0.0024906 -0.0250253 -0.0638871 -0.00130548 0.000626273 0.0017384 5.4921e-05 0.00147256 0.00703584 0.000364944 0.00254274 -7.86268e-05 -0.00469944 4.24006e-05 -5.60742e-05 1.00557e-05 -0.000775302 -0.00028299 7.77302e-05 0.0181637 -0.00142457 0.0241028 -0.0123594
internal_weight=50.5255 1.0858 0.0247057 0.0148455 0.007161 49.4397 47.28 1.76793 0.0883314 0.0664163 1.6796 1.12952 2.15968 45.5121 3.91831 0.650586 3.26773 2.18332 41.5938 1.06161 40.5322 37.9839 37.4274 11.1182 10.5607 9.97123 0.27858 0.183933 0.116043 0.0568053
internal_count=4034 973 771 529 521 3061 2999 404 72 63 332 179 62 2595 192 130 62 47 2403 82 2321 2298 2283 1047 998 821 103 81 69 49
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 0 2 0 1 2 2 2 2 1 0 1 1 2 0 1 0 1 2 2 0 1 1 1 2
split_gain=0.000264183 0.0015077 0.00153973 0.0104256 0.00935131 0.00962646 0.00764036 0.0052418 0.00139155 0.00171827 0.00111707 0.00197821 0.00243035 0.00188276 0.00188058 0.00105001 0.0204051 0.0174678 0.0159173 0.0112474 0.00197999 0.00201477 0.00193802 0.000908558 0.0020077 0.0104965 0.0242288 0.00100552 0.0340264 0.0277255
threshold=38.064633603500006 37.828051409500013 0.50086823750000009 0.36945001650000003 36.893814626400008 0.49094338495000006 0.5231430197000001 35.509685375550013 0.52863686715000002 0.40667944075000007 38.969453495950006 38.748048509250005 38.400997490450003 39.110279783550006 0.34440585610000002 0.49949103320000005 0.36575252235000005 0.36533337325000009 36.491284729650012 0.49336846205000007 0.35374689380000007 0.45589952400000006 0.32058920395000007 39.420767558750008 39.792680591700012 0.51857728810000003 0.40099098830000007 0.38552737940000009 0.39193437325000008 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 15 -6 7 -5 -8 -10 11 12 14 -12 -2 16 17 18 19 20 21 22 -1 -15 25 -25 -27 -26 29 -29
right_child=10 -3 3 6 5 -7 8 -9 9 -11 13 -13 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=0.035102142997243693 -0.00029845924060273435 -0.005489365822574894 -0.027200917275723463 -0.0011879296987868356 -0.0094663000917412816 0.062416920386632116 -0.0054446383115487017 0.035273648816146308 0.0028671436086160984 -0.0027572318631980453 -0.005512227568256492 0.0069499270296963303 -0.0047367002318721907 0.0037160601657017138 0.0068760002539123739 0.0017676508959283109 0.065664045202806817 -0.10114785720024894 -0.10090379502595687 0.10014859265495708 -0.1001725563496037 0.062809746631746224 -0.073496197169073185 0.014405430465208872 -0.00023207082773952465 -0.043348216611208024 -0.00025791399894765644 0.091637616121129417 0.00028690720300461175 -0.0016075990970450143
leaf_weight=0.0025636804178326995 0.86392066708934945 0.58002703444007853 0.14449915122872914 0.064376107904536517 0.029275924841927203 0.051231404999271035 0.54912608248418449 0.10174276965996043 1.140482619102656 1.0371317523099977 0.62230112115135128 0.62958604234984239 0.61370799217751359 0.65772070861460363 0.63308789183789493 0.532038239762187 0.025768217674340121 0.026976380031555891 0.01063535427441531 0.015453311389137525 0.0028232026894828713 0.0030300790762112229 0.0045771897275953943 0.22264431918460892 29.726568905752792 0.17077382374282024 0.553159366884586 0.074442293116590785 11.365762492004162 0.055783095207402766
leaf_count=40 9 51 14 21 36 17 37 28 40 364 48 46 62 60 67 6 7 5 8 17 25 13 88 39 1374 47 38 14 1376 37
internal_value=2.22461e-06 -0.000745427 -1.00423e-05 -0.000986918 0.00420239 0.0362771 0.000322479 0.0211437 -0.000945993 0.000188424 7.21793e-05 0.00203039 0.000562992 -5.13237e-05 0.00273563 6.3276e-05 -0.00981169 -0.0392531 0.00346893 0.0424897 -0.0260813 -0.0055154 -0.0345078 2.80267e-05 -2.94963e-05 -0.00458295 -0.0104228 7.5063e-05 0.000869256 0.0516953
internal_weight=50.5112 4.32176 3.74173 3.03736 0.704373 0.0805073 2.89286 0.166119 2.72674 2.17761 46.1895 2.7403 2.11072 43.4492 1.49701 0.623866 0.0918274 0.0660592 0.0390828 0.0284475 0.0129942 0.0101709 0.00714087 42.8269 42.1691 0.946578 0.723933 41.2226 11.496 0.130225
internal_count=4034 817 766 504 262 53 490 49 441 404 3217 184 138 3033 76 209 203 196 191 183 166 141 128 2985 2925 124 85 2801 1427 51
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 2 2 1 0 1 2 1 1 1 0 0 1 2 2 1 0 0 0 1 0 2 1 0
split_gain=0.00026147 0.00067986 0.000574373 0.000458264 0.0148506 0.0157355 0.0133146 0.00590873 0.00756446 0.00361787 0.00232377 0.00452364 0.00131313 0.000405549 0.00596293 0.00576483 0.0185462 0.00307382 0.0456558 0.0110142 0.00584242 0.0142586 0.0262594 0.0225967 0.00161212 0.00148034 0.00213445 0.00210493 0.0282265 0.00971774
threshold=48.96897326980001 49.283271594150008 48.457543166250012 43.752965619700007 0.50706565670000014 0.48386275860000011 47.927946529500012 44.169240047700008 45.048573272350005 0.34524415440000006 0.48637765340000011 0.36698003050000011 43.525909308350002 0.37977904855000005 0.37347684200000003 0.38976377950000002 0.52005927965000021 0.53544804050000006 0.39591628995000006 36.728658719300007 39.110279783550006 0.39382054430000007 0.5231430197000001 0.52432561900000019 0.5398790455000001 0.41911918805000009 0.54136103710000005 40.563919884450009 0.42209814075000007 0.55677973715000018
decision_type=2 2 2 2 2 2 2 2 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 12 5 6 7 -5 9 -9 -7 -12 13 14 -1 16 -15 18 20 -20 -17 22 -22 -24 -19 -26 -27 28 -28 -29
right_child=1 -3 -4 4 -6 10 -8 8 -10 -11 11 -13 -14 15 -16 17 -18 24 19 -21 21 -23 23 -25 25 26 27 29 -30 -31
leaf_value=1.1349054821968965e-05 0.0030843376326701068 -0.0007969032713184181 -0.0024077726237743736 -0.10019741473416409 -0.0016713441909029525 0.10041821000592122 0.10017238032808158 -0.01302424476009164 -0.10011171776266987 0.053032106023883988 0.10012452433960189 0.013127816573513449 -0.0048887911265781151 -0.0086376745229376738 -0.0096353334483229112 -0.004148146840090493 0.036407910141719964 0.0017299666525804069 -0.0083573502804162644 -0.10048002135634425 0.020607581243060946 0.054981734002802776 0.042680535074695228 -0.10068040914613226 -0.0023415357294617966 0.0065083358560788229 -0.055466806108554083 0.023281560368538762 9.877085163046834e-05 5.5312398799872481e-05
leaf_weight=29.238063829968926 0.92176256476365226 0.88426910975969308 1.0045027276117355 0.0077188623896363084 1.0521216957767625 0.025082753971219063 0.011386501661036164 0.019885136537624248 0.0069257777282132329 0.014220833638603381 0.01201518075686181 0.011893373082457588 0.55200173746288683 0.1918569479203186 0.65512981063738962 0.72106097157754978 0.17456261592451483 6.2431055050728892 0.016664955658182268 0.05866666678699195 0.16509232839052856 0.062468882719258545 0.015384658705443144 0.038531176577293991 2.6604716388534646 0.53805080065649313 0.09654331368810054 0.19095667335932409 1.7230398717889548 3.179766514463779
leaf_count=1407 33 255 39 46 378 2 3 23 96 27 9 38 58 38 51 61 37 54 20 134 19 13 5 67 81 9 28 56 604 343
internal_value=2.48916e-06 0.001184 -4.13387e-05 8.51357e-06 0.0019707 0.0370842 0.00281063 -0.0199298 -0.00482991 0.0145186 0.0791551 0.0568478 -4.04659e-05 1.77529e-05 -0.000200065 0.000422777 0.0128221 0.000133573 -0.00502016 -0.0801005 0.000621448 0.0128397 0.00081935 -0.059773 0.000513225 -0.000392294 0.00051301 -0.000108493 -0.00284942 0.00137112
internal_weight=50.4932 1.80603 48.6872 47.6827 1.16125 0.109128 0.0601371 0.0487506 0.0410317 0.034106 0.0489913 0.0239086 46.5214 45.9694 29.8932 16.0762 0.36642 15.7098 1.07787 0.0753316 1.00254 0.281477 0.219008 0.0539158 14.6319 8.38883 5.72836 5.19031 1.81958 3.37072
internal_count=4034 288 3746 3707 622 244 195 192 146 50 49 47 3085 3027 1458 1569 75 1494 319 154 165 104 91 72 1175 1121 1040 1031 632 399
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 2 1 0 1 0 2 2 1 1 1 0 1 1 2 0 0 2 1 2 0 2 1 0 0
split_gain=0.000294482 0.00350027 0.0122219 0.00214887 0.000591588 0.00227983 0.00954193 0.0339453 0.00268469 0.0100304 0.00982355 0.00381647 0.00197301 0.0101936 0.0657019 0.00122339 0.000592833 0.00294928 0.0433734 0.0245009 0.0454445 0.0258759 0.0181174 0.0143649 0.0021961 0.00457119 0.00246442 0.0125942 0.0294009 0.0211707
threshold=48.86568841230001 0.39672464895000009 49.283271594150008 47.709122305950011 42.779078631750004 43.018222997350009 43.084235337800003 0.34551360740000009 0.48271009850000007 0.34524415440000006 0.37331217625000007 43.631818398850008 42.622319549950006 0.34584293880000011 0.36042334060000009 0.36160593995000007 0.53544804050000006 0.39045238170000002 0.3975479776000001 39.458743938000005 0.52432561900000019 0.52688542260000015 38.804080188450008 0.39091643965000006 41.919251152600005 0.48537468940000006 41.975471476700008 0.34521421515000011 0.48119816770000007 0.48068920095000006
decision_type=2 2 2 2 2 2 2 2 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 12 -6 7 -7 9 10 -8 -12 16 -14 -15 -10 17 24 19 22 -21 -22 23 -19 -1 26 -26 -28 29 -29
right_child=1 2 -4 -5 5 6 8 -9 15 -11 11 -13 13 14 -16 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00017430582465414795 -0.0056186266855046104 0.040688207861221792 -0.00037404385507428271 0.0047027895867073899 -0.0064946900602205829 0.089478378607422901 0.014260774526255106 -0.024002095135844451 0.0012769004576985187 -0.0033810267299869395 -0.014392860670231969 -0.10052636454862474 -1.9870264672809437e-05 0.099655456036996479 -0.049772143506699229 -0.0022411837353230567 0.00050521377698102077 0.034109400744858506 -0.10049399480507915 0.10081516130256772 -0.10050629654509791 0.024890557867090574 -0.0514659915848679 -0.028950792103713315 -0.0020770638185332651 0.00052483601284462563 -0.0038011764069856863 -0.038415949662964466 -0.068237598455773804 0.074692833506366199
leaf_weight=23.30813396660615 0.92402929656054655 0.078980476287362933 0.88152647220770319 0.97249667440510634 0.66806025838462879 0.049821819299383452 0.015345783605879126 0.055973873263894802 2.6238843329047086 0.52733034762368192 0.0064477242283547112 0.025445144475061632 0.60041531989072083 0.065030881960410625 0.053742026349802074 1.5858547493157331 14.578045341363302 0.078849688553192965 0.045765819197643332 0.060768816969357431 0.024236098684184526 0.051261893611808773 0.092051471985996614 0.066665133703745383 0.5111904110786234 1.7987131480404057 0.54927459101466747 0.033726885846014909 0.10356507217511535 0.032487852033227682
leaf_count=1039 19 28 254 65 99 27 11 15 39 148 42 100 33 60 34 473 1098 17 102 10 45 33 13 40 21 45 55 58 8 3
internal_value=1.81998e-06 -0.00122467 0.00300242 4.93939e-05 -4.56536e-05 -0.00101524 -0.000266672 0.0294387 -0.000923548 -0.00733556 -0.0514804 -0.0831129 8.24949e-05 0.00527525 0.0320429 -4.84003e-05 -7.85449e-06 -0.000287393 -0.00860519 0.00264413 0.0364467 -0.0153639 -0.0167449 0.00521945 -0.000154875 -0.00268796 -0.00738531 -0.011159 -0.0349634 0.0170802
internal_weight=50.4691 1.88454 0.960507 48.5846 47.6121 5.55816 4.8901 0.105796 4.78431 0.574569 0.0472387 0.0318929 42.0539 0.719188 0.118773 4.20974 41.3347 26.7567 0.419599 0.373833 0.136267 0.075498 0.237566 0.145515 26.3371 3.02896 1.23024 0.719054 0.16978 0.0662147
internal_count=4034 301 282 3733 3668 954 855 42 813 301 153 142 2714 127 94 512 2587 1489 260 158 88 78 70 57 1229 190 145 124 69 61
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 2 2 1 2 1 2 1 2 2 2 0 0 2 0 2 2 0 2 0 2 1 2 1
split_gain=0.000289583 0.000719512 0.000641021 0.000503508 0.0137725 0.0183634 0.0114474 0.00549519 0.00646035 0.00286999 0.00101302 0.000729811 0.0251026 0.00187068 0.000372302 0.000864606 0.000781323 0.00564592 0.00784094 0.00511956 0.0138073 0.0032185 0.00182331 0.0032987 0.00137489 0.00254002 0.00201756 0.0033925 0.00165197 0.00101205
threshold=48.96897326980001 48.457543166250012 49.283271594150008 43.752965619700007 0.49336846205000007 0.48386275860000011 47.927946529500012 44.169240047700008 45.048573272350005 0.34524415440000006 43.525909308350002 0.4025178887000001 47.709122305950011 0.37078231190000005 43.272784938550004 43.047778594550003 42.456897412850005 0.48351845755000006 0.47997065955000012 42.558389508100007 0.52453519355000011 42.753078181500008 42.310579034350006 0.49649711085000009 42.066503896600004 0.48306936920000004 41.919251152600005 0.34623214870000002 41.898943182100005 0.34551360740000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 10 5 6 7 -5 9 -9 14 12 13 -6 15 16 22 18 -18 -19 21 -21 24 -24 26 -26 28 -28 29 -1
right_child=2 -3 -4 4 11 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00071872250260658697 0.0030905174013347333 -0.0026948287240210565 -0.00067766826329227869 -0.1001710086182396 -0.041435237158781509 0.098353069536552928 0.1001552130916837 -0.010304849133078296 -0.10009075075362506 0.049358480088947949 -0.0042978656223627079 -0.00043430165471393238 0.043682726300005172 -0.10059502090245159 0.0018659138573031036 -0.0020057754206975541 -0.0017166219301022732 0.0036264984718200385 0.014303450320214909 -0.016088494084467012 -0.001016983023460799 -0.040671151770914814 -0.0092553174032116974 2.7110577535677203e-05 -0.001585539636314248 0.0077005104553461105 -0.009485754144971846 0.0012007539422922025 0.0055458798938974978 -0.00039882126489108866
leaf_weight=12.977342743732398 0.92188265312277395 1.0029368831388286 0.88467434147214563 0.0067335378663605496 0.0073564796311981198 0.033477358870534601 0.01025634107645601 0.01926127698162361 0.0057580323530714841 0.01386683175979897 0.552030670661522 1.0041749217658096 0.035457402700558305 0.019547707524969482 1.0577879356596387 2.1150023629330255 0.56350224391077952 1.0960213313678653 0.66733574209280278 0.10217882820130356 1.0570639392117569 0.11124370572860107 0.5970278215996182 1.0671440243953307 0.54532631562975342 0.64056706682705666 0.58748104323401296 0.60092125685184783 0.54978860408954844 21.576822445777125
leaf_count=546 33 39 255 46 11 15 3 23 96 27 58 267 12 122 71 129 112 38 77 9 71 31 36 41 38 61 35 65 15 1652
internal_value=2.03478e-06 -4.4155e-05 0.00124523 1.1671e-05 0.00207329 0.0397854 0.00469533 -0.0167662 -0.00232383 0.0146691 -3.96156e-05 -0.00108619 -0.0115831 -0.0844188 1.15836e-05 -3.21461e-05 6.552e-05 0.00147589 0.00696914 -0.0013812 -0.00570122 -0.0289019 -6.40983e-05 -0.00330299 7.97206e-05 0.00343037 -2.97657e-05 -0.00408207 0.00010742 2.08893e-05
internal_weight=50.43 48.6234 1.80656 47.6205 1.15589 0.0893534 0.055876 0.0456197 0.0388861 0.0331281 46.4646 1.06654 0.0623616 0.0269042 45.9126 44.8548 42.7398 3.59735 1.23084 2.36651 1.27049 0.213423 39.1424 1.66417 37.4782 1.18589 36.2924 1.1884 35.104 34.5542
internal_count=4034 3746 288 3707 622 210 195 192 146 50 3085 412 145 133 3027 2956 2827 338 189 149 111 40 2489 77 2412 99 2313 100 2213 2198
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 2 1 0 2 2 2 0 2 1 2 1 1 0 0 2 0 1 0 2 0 0 0 1 2
split_gain=0.00028702 0.00308356 0.0100004 0.00173971 0.000489273 0.00243523 0.00352676 0.0674439 0.00213345 0.00864372 0.00950254 0.00578627 0.00285411 0.00380929 0.00238841 0.00192682 0.000735321 0.00063906 0.00608179 0.01167 0.00287907 0.0132439 0.0145505 0.00516776 0.00267101 0.0458034 0.00348805 0.00184579 0.00675278 0.003589
threshold=48.86568841230001 0.39672464895000009 49.283271594150008 47.709122305950011 42.779078631750004 43.018222997350009 43.111435027700004 0.34623214870000002 0.48271009850000007 43.272784938550004 44.169240047700008 45.048573272350005 0.4778150355000001 43.572676689450006 0.34524415440000006 42.753078181500008 0.36160593995000007 0.34515433670000012 0.4815274992000001 0.47976108500000009 41.360869295700006 0.47754558250000007 0.34509445825000007 0.47943175355000006 40.377444152000002 0.47700667645000011 0.47769527860000011 0.48098859315000003 0.34518427590000006 40.280372415600006
decision_type=2 2 2 2 2 2 2 2 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 15 -6 7 -7 9 -8 12 14 13 -11 -12 17 -10 18 19 20 23 22 -22 24 25 -1 -26 28 -19 -30
right_child=1 2 -4 -5 5 6 8 -9 16 10 11 -13 -14 -15 -16 -17 -18 27 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0017580924119992463 -0.0053301833249517882 0.037146307756757736 -0.00026873991406393066 0.0042413822483415384 -0.006606434995264969 0.089818787821794546 -0.0014771866093686635 -0.060741023284258656 0.0012406262587442755 -0.076403647596103852 -0.0092841247331639804 -0.10008210743895676 -0.087981053703172454 0.055861870384205682 0.045525682767500297 0.0060578777801696473 -0.0014932148541693504 0.011498526273069715 0.0041677939064408342 -0.015656869737233164 0.034460794581074781 -0.016719456859129109 -0.0030851537507647141 0.0091603572893682508 -0.004860039734176696 -0.052336938712593241 0.0051558900264235402 -0.00014509302617190145 -0.0064333262086514039 0.001604492486003514
leaf_weight=1.498981290494992 0.92458429546968701 0.077733568191884928 0.88190754032393048 0.97008639607125147 0.66291677951247141 0.061388325792847698 0.49574211690166192 0.057734073720382639 2.6100184109564006 0.0054779880787561019 0.019242109337696434 0.0052105100405128715 0.029233253644633805 0.0036139995841759642 0.013548409783027182 0.53238435787333216 1.5791003894135522 0.64059030611043244 1.8300664072157813 0.59948021115269501 0.12962462737564073 0.54094147765908929 0.5066605843603611 0.57697301993903227 0.51904955752234716 0.17477488610893477 1.053217396894979 28.305627704791636 0.634249468884028 4.4751150456511759
leaf_count=219 19 28 254 65 99 37 42 19 36 40 23 96 18 48 27 15 469 14 37 13 93 15 5 12 99 19 10 1913 74 176
internal_value=2.10648e-06 -0.00120882 0.00276198 4.9121e-05 -3.63873e-05 -0.000919438 -0.000146944 0.0168482 -0.000572154 -0.00630039 -0.0376273 -0.00219269 -0.0727621 -0.0238291 0.0133622 8.01099e-05 0.000210097 3.39676e-06 -0.000836895 -0.0024725 -0.000891818 -0.00521599 0.00456374 0.000439738 -0.00111033 -0.00389055 0.00184935 0.00018672 0.00182015 0.00060672
internal_weight=50.4153 1.88423 0.959641 48.531 47.561 5.54323 4.88031 0.119122 4.76119 0.572068 0.0763263 0.038001 0.0383252 0.00909199 0.0327905 42.0177 4.18912 41.4854 7.42977 5.5997 5.00022 1.17723 0.636285 3.823 3.24602 1.67376 1.57227 34.0556 5.74995 5.10936
internal_count=4034 301 282 3733 3668 954 855 56 799 294 252 146 106 88 50 2714 505 2699 522 485 472 113 98 359 347 238 109 2177 264 250
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 1 0 0 2 2 1 2 2 0 2 2 1 2 2 2 1 2 2 1 1 2 2 2 1
split_gain=0.000363422 0.00367654 0.00164881 0.0013396 0.0018291 0.00407689 0.0028524 0.00155489 0.00127753 0.0011343 0.00232751 0.000796617 0.00136366 0.000605412 0.000600153 0.00319313 0.0107238 0.00515517 0.0021221 0.00779604 0.00787523 0.00205178 0.00783616 0.0233503 0.00238087 0.00631216 0.00164474 0.00309806 0.00058554 0.00050961
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.34542378970000004 0.34479506600000004 0.47736594710000008 0.34503457980000002 0.47736594710000008 0.4778150355000001 41.646178195200001 40.720231579350006 0.31100865245000009 39.952536079750011 49.420225120050006 0.48271009850000007 40.241071441700008 40.636252116050009 0.34518427590000006 41.319407281650008 41.681597818500002 42.047301293400004 0.34542378970000004 43.018222997350009 40.206947806850003 0.34566330350000002 0.34575312120000007 42.67709657435001 42.779078631750004 37.903039192800001 0.3459626957000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 11 -6 -5 9 10 -8 13 28 -1 15 -4 -17 -18 -19 -20 -21 22 23 -16 -23 -26 -22 -28 -13 -27
right_child=2 -3 14 7 6 -7 8 -9 -10 -11 -12 12 -14 -15 21 16 17 18 19 20 26 24 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.0031287730882656587 0.0053351684081351181 -0.0081151796488576518 -0.0030675991315343527 -0.00054901621915412859 -0.008084604418300903 0.0085232236920215997 -0.0020667382394009 0.0070306517807922648 -0.0025394094950693491 -0.0026008979997771521 0.0070534614699174023 -0.0020417571918526323 -0.0041784734325498304 -0.00052045275782319452 0.0077401022859254947 0.014652765544761377 -0.004980346778470454 0.0057627149327810941 -0.0096590135940193382 0.012891768348215732 -0.0042662632585782024 0.0038917996018890976 0.0035088130118011633 -0.019210999265800277 -0.010801592653988517 0.0014297598167176805 0.0080374002489812021 -0.0012685216036089693 0.0020451572979482201 -4.9467631139423085e-05
leaf_weight=0.95141817441997456 0.6025684754786188 0.60027988750516748 1.6761451569474468 0.53814120687825162 0.6444927643115016 0.60938206570790487 0.50631454278408872 0.54447250148768944 2.0749671376192964 0.53874496415568263 0.62553623287359983 0.5525832388311589 1.0217779783158887 0.87064684508368373 0.54799417615868795 0.59253999846987415 1.314630045002559 1.1869080751741696 0.58455367432907257 0.62919275851163581 0.59895354644123733 1.5622615729225824 1.0453364824643356 0.777679089223966 0.54245916008949535 2.5850846269167986 0.54047437235931273 1.0581167516484127 0.9588846812905274 23.509519900551417
leaf_count=190 15 31 33 201 57 12 64 39 28 61 12 137 147 6 7 13 34 17 9 29 27 29 10 41 16 21 56 32 45 2615
internal_value=2.17585e-06 -0.000504912 0.000144398 -6.72257e-05 -0.000452627 0.000862268 -0.00193963 0.00326298 -0.00088228 0.00117596 0.00297369 -0.00020963 -0.00135662 0.00138504 6.36842e-05 0.000824392 0.00182719 0.000541901 0.00212072 0.000853538 0.00302748 -0.000139903 -0.00296522 -0.00807021 9.76504e-05 -0.000124876 0.000203168 0.00187776 0.000551007 9.70733e-05
internal_weight=50.3921 11.0376 39.3544 10.4374 9.35475 4.96469 4.39006 1.08261 3.74556 1.6706 1.13185 4.35531 2.53325 1.82207 38.7518 8.18151 6.50537 5.91283 4.5982 3.41129 2.82674 30.5703 2.37101 1.32567 28.1993 26.6371 2.19754 1.59859 1.51147 26.0946
internal_count=4034 1030 3004 999 759 537 222 240 165 137 76 525 329 196 2989 250 217 204 170 153 144 2739 58 48 2681 2652 115 88 182 2636
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 1 1 0 2 0 1 0 1 2 1 2 0 2 1 0 0 0 1 1 0 2 2 0 0
split_gain=0.000294354 0.00296474 0.00134002 0.00108725 0.00148026 0.00332367 0.00229902 0.00138937 0.0017495 0.00129205 0.00160305 0.00132125 0.00126799 0.000645183 0.00110294 0.000598635 0.00433593 0.0029524 0.0127562 0.00360193 0.00219537 0.00132944 0.00315465 0.00131838 0.00514285 0.000491764 0.000491217 0.000473253 0.00214338 0.00405589
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.34542378970000004 0.34479506600000004 0.47736594710000008 0.34503457980000002 0.34524415440000006 0.47817430615000006 41.32819714970001 0.47736594710000008 0.34515433670000012 0.47736594710000008 0.31100865245000009 39.952536079750011 0.34545372890000009 40.563919884450009 0.48244064550000004 43.018222997350009 0.34518427590000006 0.48068920095000006 0.48119816770000007 0.48244064550000004 0.34566330350000002 0.34575312120000007 0.46898296455000005 49.420225120050006 43.157831852650006 0.5098649741000002 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 13 -6 9 -9 11 -11 -8 -5 26 25 16 -4 19 -19 -18 -17 -22 -23 -24 -25 -15 -1 -26 -29 -30
right_child=2 -3 15 12 6 -7 7 8 -10 10 -12 -13 -14 14 -16 20 17 18 -20 -21 21 22 23 24 27 -27 -28 28 29 -31
leaf_value=0.0028195805920788923 0.0048174988289943826 -0.0072737601486941618 0.0050830429007796257 -0.00049393255722138165 -0.0072493127741206425 0.0077154355120638372 -0.00028770803937729154 -0.0072905902135682989 -0.00045826771008491193 0.0024045192783471152 -0.0051772073579643687 0.0068659310754273385 0.0063580135713949036 -0.0010044688748566681 -0.0037558392460587614 -0.0059794723475963731 -0.0022963630407346765 -0.0141354207482585 0.0031659200086905878 0.0037765922450767875 0.0047018291472222494 -0.0049522285251069687 0.0029474067058031603 -0.0096629016263748198 3.49264839797541e-06 0.0026642164677342741 -0.00046830034590229411 0.0048903070969430595 -0.026960913201756465 7.6377949298635662e-05
leaf_weight=0.95024035201911583 0.60069120036496215 0.60261758516730957 1.8368258707487175 0.53831991831646486 0.64675206132254537 0.60604853227414412 0.49904091089684077 0.60059910030066832 0.99678656458854675 0.54252437003697174 0.57385914951328232 0.534944903338328 0.54200282251622411 0.89335397269512673 1.0230117073916742 0.62981461774411585 1.7890671267814471 0.72062907222425554 1.042835787462536 2.1506948661954084 0.58609567209760172 1.2862029190531945 1.5491552791208913 0.54557135407231072 23.905774966372132 0.61821622768502493 0.87083414103835821 1.0651868681588623 0.057508497696778016 1.5752585815100557
leaf_count=190 15 31 37 201 57 12 55 52 4 33 15 6 39 158 147 53 34 48 10 41 14 28 20 16 1900 24 6 78 236 474
internal_value=2.51907e-06 -0.000453791 0.00013056 -5.99983e-05 -0.000406825 0.000776919 -0.00174335 -0.000793189 -0.00302714 0.000866288 -0.00149275 0.00341331 0.00294372 -0.00018851 -0.00122014 5.78863e-05 0.000857521 -0.000503384 -0.00390417 0.00101883 -0.000135357 -1.49568e-05 -0.000107154 0.000109992 -5.19123e-05 0.000495985 0.00124732 0.000145183 0.00140066 -0.000875916
internal_weight=50.3805 11.0392 39.3413 10.4365 9.35621 4.9617 4.39451 3.74775 1.59739 2.15037 1.11638 1.03399 1.08032 4.35566 2.53458 38.7406 7.54005 5.70323 1.76346 3.93976 31.2006 30.5708 29.9847 28.6985 27.1493 1.51157 1.82107 26.6037 2.69795 1.63277
internal_count=4034 1030 3004 999 759 537 222 165 56 109 48 61 240 525 329 2989 170 133 58 75 2819 2766 2752 2724 2704 182 196 2688 788 710
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 2 1 0 2 2 2 0 0 2 1 2 1 0 0 0 0 1 1 0 1 0 0 0 0
split_gain=0.000318154 0.00297048 0.00845611 0.00201075 0.000728284 0.00218173 0.00312851 0.0586445 0.00170449 0.00747718 0.00844462 0.00460311 0.00908946 0.00267038 0.00329261 0.00140167 0.000877887 0.00543004 0.0394075 0.01395 0.0344188 0.00739972 0.000937469 0.000668841 0.00601007 0.00264718 0.00232277 0.00958778 0.00146363 0.000791627
threshold=48.86568841230001 0.39672464895000009 49.283271594150008 47.709122305950011 42.899217095850013 43.018222997350009 43.111435027700004 0.34623214870000002 0.48271009850000007 43.272784938550004 44.169240047700008 44.262924377150007 0.37331217625000007 0.4778150355000001 43.572676689450006 0.34566330350000002 42.622319549950006 0.34566330350000002 0.49649711085000009 0.49485045360000007 0.48351845755000006 0.52453519355000011 0.34569324270000007 0.34467530910000005 0.4815274992000001 0.34485494450000004 0.4784437592000001 0.4764977096500001 0.47997065955000012 0.47700667645000011
decision_type=2 2 2 2 2 2 2 2 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 16 -6 7 -7 9 -8 13 -12 -13 14 -11 -14 23 -18 19 20 22 -20 -19 24 26 28 27 -1 -25 -27
right_child=1 2 -4 -5 5 6 8 -9 -10 10 11 12 15 -15 -16 -17 17 18 21 -21 -22 -23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=-0.00020053772072763074 -0.0053196432832260587 0.03452466159279826 -0.00013868498851968389 0.0045566072737400288 -0.0071136091322348098 0.087893530622823998 -0.0015807250449237334 -0.056630124856182407 -0.0001491870652064716 -0.073170912477644415 0.057361551468737962 0.039795198151068301 -0.10014469964475706 -0.085860273844484705 0.052314364007394504 -0.037918696954013092 -0.0015451744906965206 0.10080147132387436 -0.070579665625898347 0.10126743805072931 -0.026604894682241056 -0.0095046557624705093 0.072154868037822326 -0.00093319671575116468 0.010836973661565332 -0.0037445451527591943 -0.0042734737817321303 0.031472577196727039 -0.007562419518513358 0.00013451615728038086
leaf_weight=1.5131478058472891 0.92380199498074922 0.076476890922030805 0.88231391063308617 0.97113308433236412 0.54805549106668383 0.056471465043662294 0.49539576152184928 0.055839780962699592 4.1779172089588998 0.0051393632551901547 0.0095568480816687895 0.012538433715235442 0.0090957481847127042 0.027209298847083119 0.0035253143970219725 0.0060130320316034167 0.60414202125101368 0.030645462265965762 0.038736668213559255 0.037373762577772141 0.052301983359939186 0.040660130637036218 0.018213200038729838 0.62756020004947177 0.55977059068391088 0.53385541966548444 1.0320663982965923 0.10201686172149482 0.709675551392138 36.208749218559632
leaf_count=305 19 28 254 65 56 37 42 19 505 40 9 3 62 18 48 72 47 2 11 1 7 34 68 24 9 178 12 12 20 2027
internal_value=2.58275e-06 -0.00127288 0.0026262 5.21052e-05 -3.99586e-05 -0.00113253 -0.000457873 0.0160381 -0.000848209 -0.00598557 -0.035846 -0.00246565 -0.0231462 -0.070464 -0.0221159 -0.0753798 0.000100327 0.00333614 0.016868 0.0490603 0.0297723 -0.0393024 0.0901228 3.5898e-05 0.00142282 -8.09059e-05 -0.000567846 0.0018 -0.00445135 7.81549e-05
internal_weight=50.3694 1.88259 0.958791 48.4868 47.5157 5.40676 4.8587 0.112311 4.74639 0.568474 0.073078 0.0372041 0.0276472 0.035874 0.00866468 0.0151088 42.1089 0.822073 0.217931 0.138534 0.101161 0.0793968 0.0488587 41.2868 3.207 38.0798 2.64723 1.61516 1.33724 36.7426
internal_count=4034 301 282 3733 3668 911 855 56 799 294 252 146 137 106 88 134 2757 170 123 78 77 45 70 2587 338 2249 329 317 44 2205
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 0 2 0 2 0 2 0 0 2 2 2 0 0 2 1 1 1 1 1 2 0 2 1 1 2
split_gain=0.000332424 0.00101819 0.027227 0.0316918 0.00725718 0.0132102 0.00415243 0.00835723 0.000865769 0.00155359 0.000619811 0.0196961 0.00972707 0.0088911 0.0045622 0.00869595 0.00136519 0.00214752 0.000866393 0.000657162 0.0109923 0.0104735 0.00170791 0.000635595 0.000502981 0.000493112 0.00178353 0.0105907 0.00747293 0.00315139
threshold=0.31100865245000009 48.457543166250012 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 50.205949521800008 0.54942965780000008 43.752965619700007 0.49336846205000007 0.48386275860000011 47.927946529500012 44.169240047700008 44.262924377150007 0.47817430615000006 0.47769527860000011 43.525909308350002 0.4025178887000001 0.39193437325000008 0.38780276035000005 0.37473428940000003 0.35807311160000005 49.420225120050006 0.47865333370000007 41.674196414850009 0.34509445825000007 0.34467530910000005 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 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 10 -3 -4 -5 -6 -7 8 -8 -10 18 12 13 14 -12 -16 17 23 25 20 21 22 -13 -17 -1 26 29 28 -28 -2
right_child=1 2 3 4 5 6 7 -9 9 -11 11 19 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0029216520287012461 -0.0011629145210391417 0.002667680396984797 -0.10975220706709028 0.03474129317733942 -0.10071793770777167 0.093479127027777484 -0.10012838001318392 0.073051667981903184 0.05738554799825088 -0.10009002215703905 -0.10013156852356575 -0.064529349742683026 0.097883727314604652 0.10014034157873208 0.087527531831205915 -0.1000373904940465 -0.10022330079378683 0.10001842728784927 -0.0039850941313486236 -0.00022967954867409183 -0.10064785380862024 0.053589492261289777 -0.0092462989771158657 -0.019067690129200326 -0.00040572775737684374 0.00015833711820481967 -0.021343685824799952 -0.0018770124351608656 -0.10050819820278674 0.0047185751359785748
leaf_weight=0.94956815801029992 5.9929942936743545 0.89588386608761428 0.049178567018316244 0.028282916155148996 0.016032614264986478 0.0056456164238625197 0.0053840041830488516 0.0069109244122209654 0.0011391830500828704 0.0013920091743955254 0.0050475048091521693 0.012537380240018714 0.030209025742045981 0.0092706291179638356 0.007576148542284499 0.0018443627432134235 0.0041044710524147376 0.0011137841502204537 0.54900984546418286 1.00555166117183 0.011125745676595411 0.025496766043943353 0.010082336832184069 0.0020437512732769392 0.8710371470078826 38.160593583453092 0.034437121348851685 0.56614637953401259 0.018240011574903292 1.074331346994313
leaf_count=190 410 21 5 12 9 5 13 165 51 21 20 17 15 3 5 45 5 2 50 267 91 5 32 57 6 2267 43 150 36 16
internal_value=3.12056e-06 -4.66454e-05 -0.00318875 -0.049226 -0.00328197 -0.0327417 0.0204944 -0.0072973 -0.0774517 -0.0292169 2.01251e-05 0.00233833 0.0575008 0.018149 -0.0168307 0.00837296 -0.0574806 -0.0224067 -3.61368e-05 -0.000832679 -0.0110677 0.00964546 -0.0398879 -0.0574764 0.00132972 1.11515e-05 -0.000719603 -0.0058675 -0.0487552 -0.000268847
internal_weight=50.3522 48.5316 1.00985 0.113966 0.0647873 0.0365044 0.0204717 0.0148261 0.0079152 0.00253119 47.5218 1.126 0.0612097 0.0310007 0.02173 0.0166825 0.00910637 0.0050019 46.3958 1.06479 0.0592422 0.0481165 0.0226197 0.00388811 1.82061 45.8467 7.68615 0.618824 0.0526771 7.06733
internal_count=4034 3838 302 281 276 264 255 250 85 72 3536 564 152 137 134 114 109 104 2972 412 145 54 49 102 196 2922 655 229 79 426
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 1 0 2 1 2 2 2 1 1 2 2 1 0 2 2 2 2 0 2 0 1 0 0
split_gain=0.00033368 0.00342111 0.00124701 0.000991915 0.0027623 0.000857551 0.000817328 0.00503253 0.0107036 0.0027412 0.00101657 0.00656433 0.00343664 0.00306977 0.0275206 0.0158643 0.0436239 0.00461184 0.00277984 0.00231484 0.00514926 0.00129704 0.00330374 0.00172441 0.00134375 0.00105685 0.00542811 0.0030979 0.00185595 0.00335709
threshold=41.436838994450007 41.535369675400013 41.385032804600009 41.646178195200001 41.571132012400007 41.741384785950011 41.919251152600005 0.34515433670000012 0.48306936920000004 42.006870117350005 0.34641178410000012 42.434124620650003 42.094663496250007 43.077238082650005 0.34542378970000004 0.34569324270000007 42.753078181500008 42.824128352900011 0.34527409360000011 0.48351845755000006 42.67709657435001 42.388109226950007 42.402981339000007 42.522337019050006 0.53928026105000015 43.157831852650006 0.5054040298000001 0.42114008565000011 0.5098649741000002 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5 7 -7 -9 -8 11 -11 -12 14 17 -16 19 -13 -15 20 -17 24 -23 -24 -14 26 -25 -28 -27 -30
right_child=1 3 -4 5 -6 6 9 8 -10 10 12 13 21 18 15 16 -18 -19 -20 -21 -22 22 23 25 -26 28 27 -29 29 -31
leaf_value=0.00011759459265530885 -0.0072479249674000283 0.019844962111836801 0.0047504603930322575 -0.0040958923172400713 -0.0068424195911275694 -0.0071851737517073626 -0.0070915014582841468 0.014031655996675463 -0.00092467900143952035 -0.0098826297024104514 0.0059495827626129894 -0.0074749308710660885 -0.0069502877217325308 -0.00018977396065306506 0.071153794793399464 -0.10059804768381345 0.063508058625516964 0.0050886852024392831 -0.007808518321783444 -0.10382065610270011 0.056349079264367302 0.0079582381277031235 -0.014975655395799887 -0.0092653587804532311 0.00020607210429433197 0.0045245792185489948 0.0073037277790760913 -0.0017850547388715129 -0.024858402754564218 1.6801849347934304e-05
leaf_weight=30.315841078678051 0.68804258202108215 0.086315395279916163 0.59234311731665101 0.53099409758196969 0.070432174188746366 0.53348836571513025 0.57311069272654158 0.6867608959738053 1.5778832630585884 0.73125280198098064 1.0902552548486131 0.58119710172473282 0.51913998912705472 4.3158241297614204 0.088473612278462954 0.0057317184873681981 0.05541614479093937 0.58754219808611374 0.53868470670740887 0.021234067156910896 0.003290557306172559 0.5366314835846423 0.078744223021217752 0.6634416471692014 0.53051481357658048 1.0666366470926085 0.58333917480884157 1.0501459024602646 0.056191163226400831 1.5735798647510186
leaf_count=1948 46 15 16 63 32 16 70 21 56 72 33 61 31 219 36 12 11 29 79 1 55 3 36 41 48 158 38 78 236 474
internal_value=2.26585e-06 -0.000322526 0.000206382 -6.82076e-05 0.00785339 -0.000135039 -1.8509e-05 0.00155252 0.00361088 -0.00030676 -4.1833e-05 -0.000921935 0.000745135 0.00013537 0.00436694 0.0414531 0.0107813 -0.00115902 -0.00103519 -0.0857908 -0.0433571 -0.000107053 0.000496736 -0.000292699 -0.00333333 -6.11503e-05 -0.00163742 0.00146067 0.00128159 -0.000840844
internal_weight=50.3325 19.4243 30.9082 18.7363 0.156748 18.5795 18.0485 2.79813 2.26464 15.2504 14.6773 6.92865 7.74862 6.19739 1.34289 0.174146 0.0856725 1.16874 4.85451 0.0302563 0.00902228 6.65836 5.60871 5.07208 1.04965 4.99333 2.29693 1.63349 2.69641 1.62977
internal_count=4034 2070 1964 2024 47 1977 1914 93 77 1821 1751 575 1176 503 205 115 79 90 298 68 67 1143 1064 1061 79 1025 157 116 868 710
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 0 2 0 0 2 0 2 0 0 2 2 2 0 0 2 1 1 1 1 1 2 2 1 0 0
split_gain=0.000278174 0.00081 0.0236865 0.0291456 0.00639361 0.0120175 0.00370398 0.00731787 0.00342023 0.000810703 0.00138244 0.000521919 0.0176992 0.00876717 0.00801986 0.00412462 0.00764545 0.00129099 0.00190576 0.000835635 0.000620713 0.000518403 0.00991587 0.0086177 0.00152828 0.000408049 0.000393148 0.00284536 0.0153626 0.00705076
threshold=0.31100865245000009 48.457543166250012 48.86568841230001 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.55832160710000012 50.205949521800008 0.54942965780000008 43.752965619700007 0.49336846205000007 0.48386275860000011 47.927946529500012 44.169240047700008 44.262924377150007 0.47817430615000006 0.47769527860000011 43.525909308350002 0.35807311160000005 0.4025178887000001 0.39193437325000008 0.38780276035000005 0.37473428940000003 49.420225120050006 42.899217095850013 0.34829795515000012 0.55832160710000012 0.50922128080000018
decision_type=2 2 2 2 2 2 2 2 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 11 -3 -4 -5 -6 -7 9 -9 -8 -11 19 13 14 15 -13 -17 18 20 26 -18 22 23 24 -14 -1 -2 -28 29 -29
right_child=1 2 3 4 5 6 7 8 -10 10 -12 12 21 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0026514778651945121 9.8708580784501632e-05 0.0024420419586759705 -0.10873809523899694 0.032652022780200483 -0.10064909293914942 0.092192307299229781 -0.10011485605091658 0.10018436570132194 -0.10004848516314731 0.053405723790788839 -0.10008145891077036 -0.10011844287679364 -0.060484534946635027 0.097336930809489894 0.10012701521823067 0.085248223114212457 -0.1000336589331382 -0.10020129373660012 0.10001680255214732 -0.0039141467449658185 -0.017662415625023454 -0.00020833640061717549 -0.10057859724579409 0.049645163488564154 -0.0074254936633410713 -0.00034607715362909965 -0.0021927686850400931 0.0098192328427454886 -0.0019712029038497611 0.061911247623387657
leaf_weight=0.94854283667986894 42.085055177143069 0.89485969406251553 0.044884556862598401 0.027896257481188513 0.014513591573631857 0.0051973336667288086 0.0048267507918633434 0.0055546248331665993 0.0010078549791181501 0.0010985969057326628 0.0012596654166330268 0.0045439647992081547 0.01197191520145624 0.027442608277972624 0.0083892165566794574 0.0070300019469868866 0.0016597574929733128 0.0037041334053355968 0.0010157079668715596 0.54878719503852735 0.0020383043339506912 1.0056935360700945 0.0099686007080759254 0.024807243469695095 0.0099321844095427991 0.87125132069922984 3.1307812525164875 0.045132875059887195 0.50981087739913278 0.061238871815719159
leaf_count=190 2684 21 5 12 9 5 13 1 164 51 21 20 17 15 3 5 45 5 2 50 57 267 91 5 32 6 117 37 49 35
internal_value=2.55416e-06 -4.29895e-05 -0.00285797 -0.0475003 -0.0027012 -0.0321773 0.0202788 -0.00690854 0.0694329 -0.0766355 -0.0285794 1.63396e-05 0.0021512 0.0570353 0.0180664 -0.0163688 0.00826592 -0.0560239 -0.0213089 -3.51299e-05 -0.0546321 -0.000732753 -0.0100377 0.00928452 -0.0364255 0.00121636 1.1317e-05 -0.000970245 0.00524131 0.0398089
internal_weight=50.3199 48.5001 1.0011 0.106239 0.0613547 0.0334584 0.0189448 0.0137475 0.00656248 0.00718501 0.00235826 47.499 1.1182 0.0558237 0.0283811 0.0199919 0.0154479 0.0084179 0.00471377 46.3808 0.00369806 1.06237 0.0566799 0.0467113 0.0219041 1.81979 45.832 3.74696 0.616183 0.106372
internal_count=4034 3838 302 281 276 264 255 250 165 85 72 3536 564 152 137 134 114 109 104 2972 102 412 145 54 49 196 2922 238 121 72
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 0 0 0 1 2 1 1 1 2 2 0 2 1 0 0 1 1 0 0 2 1 0 0 1
split_gain=0.000289241 0.0022107 0.00212787 0.00389902 0.00176128 0.00106203 0.00336335 0.0017945 0.000822474 0.00250891 0.00252616 0.00229465 0.00429517 0.00561486 0.0054564 0.00331441 0.00284927 0.0111812 0.0024157 0.0042164 0.00266159 0.00154502 0.0032094 0.00204209 0.00144717 0.0011905 0.000464393 0.00344923 0.00142085 0.00140448
threshold=0.34467530910000005 0.34452561300000012 0.34485494450000004 0.34488488370000009 0.47769527860000011 0.4815274992000001 0.47817430615000006 0.47396784530000008 0.48098859315000003 0.34542378970000004 42.094663496250007 0.34494476210000008 0.34515433670000012 0.34518427590000006 40.633548727200008 40.280372415600006 0.47916230050000003 41.827117825850003 0.34560342505000002 0.4778150355000001 0.47769527860000011 0.34566330350000002 0.34575312120000007 0.48200652675000005 0.48271009850000007 40.720231579350006 0.3459626957000001 0.48447651265000008 0.48597347385000006 0.34641178410000012
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 -1 11 10 -10 -5 14 -14 -13 -15 18 -18 19 20 -17 25 -23 -24 -25 -11 -26 -28 -29 -30
right_child=2 -3 3 8 -6 -7 -8 -9 9 21 -12 12 13 15 -16 16 17 -19 -20 -21 -22 22 23 24 26 -27 27 28 29 -31
leaf_value=1.4483902823711571e-05 0.00038737584441856228 0.006437915451195618 0.017254392781615471 0.0052078469322124621 -0.0069992915484382995 0.0043192391827537565 -0.0055253495000970529 0.0058671200486037243 -0.0067748322049612248 0.00011916028126206979 -0.0001600419701941356 0.0022175853209336631 0.010152869663800822 -0.0065883200659170643 -0.011476175089762298 -0.0020594450132377317 0.014758299626522635 -0.00074936684514153532 0.0034474334370707426 -0.0055431758077563436 0.007567500419241615 -0.0054003729894294607 -0.0057258126272592882 0.0051106146812577241 0.0013005957676163024 0.0048372233082850406 -0.0076095634451285692 0.0048487366717142287 -0.0050625914155050444 7.8969939802654192e-05
leaf_weight=3.7300423965899787 0.54184073806699362 0.59436139460558468 0.13107150473979245 1.050275497290049 0.79849585372721776 0.52782145747914899 1.0278384193306918 0.60949499718023492 1.1433624737837811 1.0283426851965516 1.1662052989704532 0.52634346155329292 0.63359783722307828 0.63198605096363092 0.65071028728554481 0.62049988125984412 0.66192900619353201 1.5622770726799329 1.0455001986658379 1.5891537133584277 0.53463120781816542 1.1441137674264634 0.6076938083340292 0.57241459806343797 2.5817901091650119 1.1143682676192836 0.59802780981409043 0.60907755319931567 0.54460076708346505 21.727978976681619
leaf_count=483 28 17 29 14 32 7 13 24 26 9 27 10 17 74 88 74 36 37 186 28 4 27 14 56 21 38 11 21 5 2578
internal_value=2.10859e-06 0.00062517 -9.0172e-05 3.36192e-05 -0.00401318 3.91211e-05 -0.000381781 0.000836496 -1.96848e-05 -0.000256818 -0.00343473 0.000799401 0.000251892 0.00115812 -0.00535273 0.000300599 0.00102453 0.00386575 -0.000642973 -0.00220131 0.00239621 -1.63994e-05 -0.000211854 6.05717e-06 0.000136839 0.0025729 2.75947e-05 -0.000112383 8.35614e-05 -4.67496e-05
internal_weight=50.3058 6.48956 43.8163 42.476 1.34034 5.8952 5.36738 4.33954 42.3449 32.838 2.30957 9.5069 8.45663 7.27957 1.17705 6.64598 6.01399 2.22421 3.78979 2.74428 1.15513 30.5284 28.3857 27.2416 26.6339 2.14271 26.0615 23.4797 22.8817 22.2726
internal_count=4034 544 3490 3430 60 527 520 507 3401 2833 53 568 554 456 98 439 365 73 292 106 78 2780 2733 2706 2692 47 2636 2615 2604 2583
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 1 1 0 2 2 1 2 1 1 0 2 0 2 1 1 1 2 1 1 0 1 0 1 2 2
split_gain=0.000270735 0.00187041 0.00484563 0.0183726 0.00163842 0.00900624 0.00595764 0.00290411 0.00157824 0.00349868 0.00287121 0.0029117 0.00256635 0.00716972 0.00551602 0.00192685 0.00217022 0.00228996 0.00282127 0.0330614 0.00222201 0.00201454 0.007631 0.00268935 0.00178388 0.00583249 0.00648016 0.00165555 0.00218235 0.0016277
threshold=0.48271009850000007 0.34542378970000004 43.018222997350009 40.206947806850003 0.4815274992000001 0.34503457980000002 0.34569324270000007 0.48119816770000007 40.316494640950005 40.00488309970001 0.34560342505000002 40.467253020850002 0.3453938505000001 0.3453339720000001 0.47997065955000012 41.481306584950012 0.48028502140000007 48.86568841230001 0.34503457980000002 0.3447052483500001 0.34515433670000012 41.218101594450012 0.34515433670000012 0.34479506600000004 0.47997065955000012 0.34479506600000004 0.47817430615000006 0.34584293880000011 40.984321400500008 37.903039192800001
decision_type=2 2 2 2 2 2 2 2 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 -7 8 9 24 11 -10 13 15 -14 21 17 18 19 -17 -20 22 23 -13 25 26 29 28 -12 -1
right_child=1 -3 -4 -5 5 6 -8 -9 10 -11 27 12 14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026551492270898234 0.0071755893837329989 4.2135887263224936e-05 0.0022413123135573655 -0.016751856120732954 0.013010231822404945 -0.0051765095972739067 0.0071885388471322823 -0.0064843051236403333 0.0072893712593048486 -0.0084377941834782224 0.0021326728192270837 0.00012838982920178416 -0.011330553736178526 0.0080180024614845604 0.00064531924968594867 0.002134424072809889 -0.0053220686451112276 -0.001055326077712694 -0.0044380154413458427 0.066027645069709345 0.0044696797420100227 -0.0047899515309932196 0.0096740254190392349 -0.0096691645844598287 -0.005446189469571202 0.0094906340186757462 -0.010871757543413022 0.00022220280728468171 0.011115909874399955 0.0041340592346642288
leaf_weight=0.55200247245229339 0.54575328010832824 28.160766562403918 1.0338138827937653 0.77890658006072044 0.62913447385653842 1.1420860288199035 0.59144742226073832 0.67324160545831446 0.54721180372098288 0.62054155862998062 0.5072076991200436 0.57282575491288168 0.61356817602888369 1.1050369189401861 1.0306317033541743 0.98116988132863758 0.51862206659279753 1.835368859246955 0.53423178406319471 0.088272422885267821 0.58854243238059212 1.7169970583499603 0.55497125722467888 0.54836114513521395 0.54746962431414647 0.60187092893437588 0.56126473343465466 0.55827738848873654 0.57930645446741025 0.98018274891187218
leaf_count=145 7 2681 10 41 11 17 60 16 13 24 2 42 43 26 18 238 7 39 17 36 59 30 6 61 9 91 10 184 43 48
internal_value=2.35433e-06 -0.00018442 -0.00288955 -0.00689387 0.000290537 0.00276163 -0.000957799 -4.46707e-05 0.000214255 -0.00155848 0.000745959 0.000174721 -0.00018952 0.000471151 -0.00382373 -0.000579254 0.000766631 0.00155066 0.00373244 0.00740821 0.000231273 -0.0023825 8.36179e-05 -0.00466349 -0.000242056 0.000815 -0.00167926 0.00464817 0.00692235 0.0016881
internal_weight=50.2991 30.5192 2.35847 1.32466 19.7798 2.36267 1.73353 17.4172 16.7439 3.86333 12.8806 11.2358 10.6886 9.0444 1.6442 7.93936 4.54621 4.02759 2.19222 1.06944 1.12277 3.39316 1.67616 1.12119 3.24279 2.69532 2.09345 1.64479 1.08651 1.53219
internal_count=4034 2739 58 48 1295 88 77 1207 1191 327 864 635 622 561 61 535 396 389 350 274 76 139 109 103 303 294 203 229 45 193
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 0 0 1 2 1 1 2 2 2 2 2 1 1 0 2 0 0 2 0 1 0 2 0 0
split_gain=0.000426772 0.00226657 0.00299913 0.00200721 0.00164474 0.00137901 0.00176996 0.00166176 0.00501178 0.00694005 0.00425886 0.00223699 0.0026627 0.00151662 0.0416784 0.00272692 0.00153591 0.0013794 0.00226871 0.00158946 0.00121165 0.000911278 0.00123987 0.000853915 0.000843248 0.000586293 0.000482871 0.000407568 0.00164377 0.00281238
threshold=0.34467530910000005 0.34485494450000004 0.34488488370000009 0.4815274992000001 0.47769527860000011 0.4778150355000001 0.47865333370000007 0.48098859315000003 0.34554354660000003 42.047301293400004 0.34560342505000002 0.34542378970000004 42.094663496250007 41.436838994450007 41.646178195200001 41.32819714970001 40.720231579350006 0.34566330350000002 0.34575312120000007 0.48200652675000005 41.481306584950012 0.4784437592000001 0.47396784530000008 40.720231579350006 0.48271009850000007 0.31100865245000009 0.39672464895000009 43.157831852650006 0.5098649741000002 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 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 4 -3 21 -2 13 20 8 9 -8 -10 12 -9 15 -15 16 -4 23 -19 -20 -7 22 25 -13 -21 26 -1 -26 -29 -30
right_child=1 2 5 -5 -6 6 7 11 10 -11 -12 17 -14 14 -16 -17 -18 18 19 24 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.00041389115882166095 8.6567099059722122e-05 0.015137723491272959 -0.0014193660655729874 0.0047495786540987985 -0.0070640341465690697 -0.0044110829428575865 0.0096124331927549562 -0.0066735973222585791 -0.0097513972192981163 -0.00027299524367981152 0.0022764892215190514 0.00036304630472822779 0.00011980394305455219 0.10062025773715165 -0.00060661624142108238 -0.0049644099466319182 0.005174795882663512 -0.0045473586361727616 -0.0050620785417513844 0.003915388931522306 -1.3333481844048139e-05 -0.0026698730436762255 0.0045903061229355642 0.0043605683654451511 -0.00011334203474698316 -0.0013182151730326633 0.0028444323463645564 0.0042549005531994843 -0.023066655916942999 -3.1527487208143497e-05
leaf_weight=0.92374366629433546 0.54077310293892711 0.13079288092785546 0.5264401257657555 1.0557542929309418 0.79393364454153925 1.5986968730285291 1.2883428225468372 1.1413747998885804 0.57394718253681254 1.5825493716893104 0.60437473177938728 1.029906644951555 1.1667527212994171 0.043718634302422288 0.58408878541092368 0.58682837896049012 1.0734992211726249 1.1493770776724002 0.60924371411478162 0.56803204013059172 1.0302066035588948 1.0446732410528055 0.66599519088202885 1.1105678914173038 23.374635626761084 1.9089429090977343 0.89597310007307485 1.058400643726719 0.054851659029139799 1.5718009408559446
leaf_count=152 28 29 113 12 32 21 33 26 10 30 55 9 27 4 241 7 16 27 14 56 38 15 31 38 1848 290 44 78 236 474
internal_value=2.92818e-06 -0.000109262 1.82918e-05 0.00075937 -0.00416688 -2.84274e-05 -0.000180766 -2.08432e-06 0.0019093 0.00416319 -0.00358216 -0.000237796 -0.00323955 0.00211021 0.00644252 0.000866426 0.00300507 -1.08341e-05 -0.000195423 -1.17749e-05 -0.00268771 -1.51149e-05 0.00061596 0.00243713 0.000103776 -9.3919e-05 0.00119041 2.06933e-05 0.00118753 -0.000808285
internal_weight=50.2882 43.7931 42.4584 6.49508 1.33471 42.3276 39.5131 36.8842 4.04921 2.87089 1.17832 32.8349 2.30813 2.81458 0.627807 2.18677 1.59994 30.5268 28.3863 27.237 2.6289 5.43933 4.39465 2.14047 26.6277 3.72866 1.81972 26.0597 2.68505 1.62665
internal_count=4034 3490 3430 544 60 3401 3020 2961 128 63 65 2833 53 381 245 136 129 2780 2733 2706 59 532 517 47 2692 486 196 2636 788 710
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 0 0 1 2 1 0 2 0 0 1 0 2 1 1 1 1 1 2 1 1 1 1
split_gain=0.00055662 0.00390514 0.00149596 0.00116992 0.00568265 0.00349555 0.01268 0.0209816 0.011593 0.00932299 0.00295254 0.00411505 0.00404876 0.00180613 0.00123209 0.00238781 0.00184893 0.00116006 0.00159794 0.00175676 0.00104425 0.014243 0.00305157 0.00226667 0.00272487 0.00710523 0.0365685 0.01304 0.00849061 0.0153036
threshold=41.436838994450007 41.535369675400013 41.385032804600009 0.48200652675000005 0.48271009850000007 0.34566330350000002 41.646178195200001 41.827117825850003 0.48068920095000006 0.47916230050000003 0.34536391125000004 41.872294782850005 0.34515433670000012 0.47865333370000007 42.824128352900011 0.4815274992000001 0.47997065955000012 0.36042334060000009 0.46495613905000005 42.824128352900011 0.34494476210000008 0.34509445825000007 0.34575312120000007 0.34608245260000009 0.34641178410000012 42.006870117350005 0.34739977845000009 0.35862698720000002 0.36945001650000003 0.37413550490000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 10 -7 -8 9 13 11 12 -3 17 15 -13 -16 18 -9 -20 -6 -22 -23 -24 -25 26 -26 -28 -29 -30
right_child=1 3 -4 4 20 6 7 8 -10 -11 -12 14 -14 -15 16 -17 -18 -19 19 -21 21 22 23 24 25 -27 27 28 29 -31
leaf_value=0.00016940064983087899 -0.007857026240020118 0.00060458027738492283 0.0052383412154449055 -0.010576397856077221 -0.0033437945248503149 -0.034053437638058445 0.10026531911877856 -0.10010985743960465 0.022569568644866488 -0.10152347085017475 -0.006320148173948336 -0.0075237091619355326 0.012265351671761673 0.08650261548181562 -0.00030032752019821813 0.0017744908291584514 0.0060903239416585098 0.056770226680758387 0.03728600083721792 -0.041347994788803924 0.041173656453653951 -0.0071041317290720263 0.0045380589533784215 -0.0050867568891430287 -0.10389123872108606 0.00064228700885119502 0.10030653751535262 -0.10043385952760515 0.084792950060361194 -0.026275128649731406
leaf_weight=30.313406648218781 0.68068176063562802 0.59974508929664228 0.59362102392584049 0.55837021946353971 0.99752954370342095 0.047402022406458966 0.030218410108318494 0.0020427681519734628 0.1398207065067254 0.015003343335877162 0.57977230782152034 0.58243934350398052 0.5913581782951951 0.0023628297312825444 2.7954285220861466 0.5252581499516964 0.54020858788862813 0.0024031878519996655 0.0054028488602853031 0.0059921631781527651 0.083518730476497605 0.61793278073309821 1.047617096453904 1.0805528337368731 0.038636793382465839 7.7248687547635786 0.014531772176269442 0.0080742053323774599 0.018207756627816707 0.038929626600126777
leaf_count=1948 46 32 16 57 6 2 26 61 15 12 68 115 9 6 241 3 8 33 19 41 4 30 9 9 2 1074 3 5 6 128
internal_value=3.33097e-06 -0.000416903 0.000266758 -0.00014599 -0.00072119 0.000942045 0.0125202 0.0233823 0.00995509 -0.043159 0.000475044 0.00117426 0.00639391 0.00494435 -0.000224952 -0.0031146 0.000734643 -0.00722083 -0.0186649 -0.00406435 -0.000249668 3.95216e-05 -0.000284905 0.000137685 -0.000378901 0.000269694 -0.0240438 0.0146434 -0.00444576 0.00911852
internal_weight=50.2813 19.3743 30.907 18.6936 12.2288 6.46486 0.250648 0.203246 0.173028 0.0332071 6.21421 5.63444 1.1911 0.0182038 4.44333 1.1077 3.33564 0.015841 0.0134378 0.011395 11.6704 10.6729 10.5894 9.97142 8.9238 7.84325 0.11838 0.0797434 0.0652116 0.0571374
internal_count=4034 2070 1964 2024 1333 691 215 213 187 172 476 408 41 160 367 118 249 154 121 60 1276 1270 1266 1236 1227 1218 144 142 139 134
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 2 2 0 0 1 2 1 0 2 0 2 0 0 1 1 1 1 1 1 2 1 1
split_gain=0.000450325 0.0031512 0.0012164 0.000951269 0.00457282 0.00292317 0.0105031 0.0195488 0.0104116 0.0297081 0.0118863 0.0067546 0.00238576 0.00335203 0.00332597 0.00211464 0.00230361 0.00122547 0.0009965 0.00192505 0.00150498 0.00103345 0.000843352 0.0117582 0.00246148 0.001843 0.00219877 0.00616311 0.0331111 0.0118591
threshold=41.436838994450007 41.535369675400013 41.385032804600009 0.48200652675000005 0.48271009850000007 0.34566330350000002 41.646178195200001 41.827117825850003 42.686561923500008 42.957059535450007 0.48119816770000007 0.47943175355000006 0.34536391125000004 41.872294782850005 0.34515433670000012 0.47769527860000011 47.927946529500012 0.46989611090000011 42.824128352900011 0.4815274992000001 0.47997065955000012 0.31100865245000009 0.34494476210000008 0.34509445825000007 0.34575312120000007 0.34608245260000009 0.34641178410000012 42.006870117350005 0.34739977845000009 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 12 -7 -8 10 -10 -9 15 13 14 -3 16 17 -11 19 -15 21 -20 -6 -24 -25 -26 -27 28 -28 -30
right_child=1 3 -4 4 22 6 7 8 9 11 -12 -13 -14 18 -16 -17 -18 -19 20 -21 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=0.00015247649898576777 -0.0070469850958029745 0.00054432261072079964 0.0047305175683418563 -0.0094655629746957862 -0.0030024570078576811 -0.030896936706548684 0.10009284753394376 0.026164594199984282 0.093790355983181833 0.0072349694384703971 -0.040321220679677888 -0.10071365036998672 -0.0056683386476018959 -0.006744898955881983 0.011136235559064121 0.060091206759604547 0.10002063520060088 -0.10003529474693779 0.0011407449167345439 0.001598916075891363 0.0055054030444614092 -0.0028900286539540192 0.037733939437982006 -0.0063706037185051537 0.0040976688378271103 -0.0045642919720378693 -0.10350951360849181 0.00057830157063429213 0.10027730261604831 -0.004126960114841211
leaf_weight=30.310428578122192 0.68290848170506535 0.59953949785975236 0.59171691787472269 0.56134210839445486 0.9997174774762233 0.047040570527314807 0.027387534465788121 0.049902436398951977 0.03962018621412966 0.001655261633773053 0.05830992734991014 0.01214686186358449 0.58169039771000175 0.5846017701652253 0.58645512722432613 0.0045717013890680391 0.0010857238085009158 0.0029864435249713495 1.8170663129318794 0.52467788849025965 0.53796690271701653 0.97867534726171346 0.082097532227634384 0.62005602550925587 1.044365694746374 1.0836444449378166 0.035082370042801458 7.7217985613169793 0.013152529776562005 0.062957204876009643
leaf_count=1948 46 32 16 57 6 2 26 42 11 75 4 9 68 115 9 13 2 31 124 3 8 117 4 30 9 9 2 1074 3 139
internal_value=3.20834e-06 -0.000374925 0.000240137 -0.000131001 -0.000649584 0.000851013 0.0115715 0.0216781 0.00906589 0.0417164 -0.0096611 -0.0502012 0.000428617 0.00105867 0.00578185 0.00937359 -0.0311098 -0.061782 -0.000202123 -0.00279836 0.000661766 -0.000270265 -0.000225265 3.51092e-05 -0.000257393 0.000123145 -0.000342374 0.000241702 -0.0231337 0.0139151
internal_weight=50.2646 19.3625 30.9021 18.6796 12.2242 6.45538 0.244707 0.197666 0.170279 0.0620662 0.108212 0.022446 6.21067 5.62898 1.18599 0.0102991 0.00572743 0.00464171 4.44299 1.10928 3.33371 2.79574 11.6629 10.6632 10.5811 9.961 8.91664 7.83299 0.111192 0.0761097
internal_count=4034 2070 1964 2024 1333 691 215 213 187 141 46 130 476 408 41 121 108 106 367 118 249 241 1276 1270 1266 1236 1227 1218 144 142
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
lst_pka_pred_nshell3=10740
atom_v_bur_frac_3_5_Cs=10092
atom_v_bur_frac_3_5_Hs_min=9168

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 10]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
